diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..02c136246477f3ead1e049ec7410b6ac2f65b009 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..34c0ba9446f4dc46516cb941183ecfb5bbbb30ae --- /dev/null +++ b/README.md @@ -0,0 +1,120 @@ +--- +license: mit +library_name: chrombpnet +tags: + - encode + - chrombpnet + - chromatin-accessibility + - DNASE + - b-cell + - hg38 +--- +# ENCODE ChromBPNet Atlas +As part of the ENCODE 4 Project, we trained ChromBPNet models on 1,512 ENCODE DNAse-seq and ATAC-seq across 408 biosamples. Here, we provide all models for open-source use. + +For more information about the models, see: +- Main ENCODE 4 Paper +- [A unified lexicon of predictive DNA sequence motifs from ENCODE transcription factor binding and chromatin accessibility assays](https://doi.org/10.5281/zenodo.17123347) (Deshpande et al., Zenodo 2025) +- [ChromBPNet: bias factorized, base-resolution deep learning models of chromatin accessibility reveal cis-regulatory sequence syntax, transcription factor footprints and regulatory variants](https://doi.org/10.1101/2024.12.25.630221) (Pampari et al., bioRxiv 2024) + +## ChromBPNet model: DNASE in B cell (ENCSR000EMJ) +- Model: ChromBPNet +- Assay: DNASE-seq +- Experiment: [ENCSR000EMJ](https://www.encodeproject.org/experiments/ENCSR000EMJ/) +- Model annotation: [ENCSR442QCU](https://www.encodeproject.org/annotations/ENCSR442QCU/) +- Biosample: B cell (Full name: Homo sapiens B cell female adult (43 years)) +- Cell slim(s): hematopoietic-cell,leukocyte,B-cell +- Organ slim(s): blood,bodily-fluid +- Developmental slim(s): mesoderm,endoderm +- System slim(s): immune-system +- Assembly: hg38 + +## Directory structure +- `fold_0`: Model of 5-fold cross-validation: Fold 0 + - `model.chrombpnet.fold_0.encid.h5`: full chrombpnet model that combines both bias and corrected model in .h5 format + - `model.chrombpnet_nobias.fold_0.encid.h5`: bias-corrected accessibility model in .h5 format (Use for all biological discovery) + - `model.bias_scaled.fold_0.encid.h5`: bias model in .h5 format + - `model.chrombpnet.fold_0.encid.tar`: full chrombpnet model that combines both bias and corrected model in SavedModel format. After being untarred, it results in a directory named "chrombpnet". + - `model.chrombpnet_nobias.fold_0.encid.tar`: bias-corrected accessibility model in SavedModel format (Use for all biological discovery). After being untarred, it results in a directory named "chrombpnet_wo_bias". + - `model.bias_scaled.fold_0.encid.tar`: bias model in SavedModel format. After being untarred, it results in a directory named "bias_model_scaled". + - `logs.models.fold_0.encid`: folder containing log files for training models +- `fold_1`: Model of 5-fold coss-validation: Fold 1 +- `fold_2`: Model of 5-fold cross-validation: Fold 2 +- `fold_3`: Model of 5-fold cross-validation: Fold 3 +- `fold_4`: Model of 5-fold cross-validation: Fold 4 + +# Instructions +## 1. Pseudocode for loading models in .h5 format + +(1) Use the code in python after appropriately defining `model_in_h5_format` and `inputs`. \ +(2) `inputs` is a one hot encoded sequence of shape (N,2114,4). Here N corresponds to the +number of tested sequences, 2114 is the input sequence length and 4 corresponds to [A,C,G,T]. + +```python +import tensorflow as tf +from tensorflow.keras.utils import get_custom_objects +from tensorflow.keras.models import load_model + +custom_objects={"tf": tf} +get_custom_objects().update(custom_objects) + +model=load_model(model_in_h5_format,compile=False) +outputs = model(inputs) +``` + +The list `outputs` consists of two elements. The first element has a shape of (N, 1000) and +contains logit predictions for a 1000-base-pair output. The second element, with a shape of +(N, 1), contains logcount predictions. To transform these predictions into per-base signals, +follow the provided pseudo code lines below. + +```python +import numpy as np + +def softmax(x, temp=1): + norm_x = x - np.mean(x,axis=1, keepdims=True) + return np.exp(temp*norm_x)/np.sum(np.exp(temp*norm_x), axis=1, keepdims=True) + +predictions = softmax(outputs[0]) * (np.exp(outputs[1])-1) +``` + +## 2. Pseudocode for loading models in .tar format + +(1) First untar the directory as follows `tar -xvf model.tar`. \ +(2) Use the code below in python after appropriately defining `model_dir_untared` and `inputs`. \ +(3) `inputs` is a one hot encoded sequence of shape (N,2114,4). Here N corresponds to the number +of tested sequences, 2114 is the input sequence length and 4 corresponds to ACGT. + +Reference: https://www.tensorflow.org/api_docs/python/tf/saved_model/load + +```python +import tensorflow as tf + +model = tf.saved_model.load('model_dir_untared') +outputs = model.signatures['serving_default'](**{'sequence':inputs.astype('float32')}) +``` + +The variable `outputs` represents a dictionary containing two key-value pairs. The first key +is `logits_profile_predictions`, holding a value with a shape of (N, 1000). This value corresponds +to logit predictions for a 1000-base-pair output. The second key, named `logcount_predictions``, +is associated with a value of shape (N, 1), representing logcount predictions. To transform these +predictions into per-base signals, utilize the provided pseudo code lines mentioned below. + +```python +import numpy as np +def softmax(x, temp=1): + norm_x = x - np.mean(x,axis=1, keepdims=True) + return np.exp(temp*norm_x)/np.sum(np.exp(temp*norm_x), axis=1, keepdims=True) + +predictions = softmax(outputs["logits_profile_predictions"]) * (np.exp(outputs["logcount_predictions"])-1) +``` + +## Docker image to load and use the models +- https://hub.docker.com/r/kundajelab/chrombpnet-atlas/ (tag:v1) + +## Code for ChromBPNet +- https://github.com/kundajelab/chrombpnet/ + +# License & citation +External data users may freely download, analyze and publish results based on any ENCODE data without restrictions. + +Released under the [ENCODE data-use policy](https://www.encodeproject.org/about/data-use-policy/). Please cite the ENCODE Project Consortium and the model software: [ChromBPNet](https://github.com/kundajelab/chrombpnet) (Pampari et al., bioRxiv 2024). \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.args.json b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.args.json new file mode 100644 index 0000000000000000000000000000000000000000..405f58717b2273782b758b0b1b299ed71ebccf84 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.args.json @@ -0,0 +1,23 @@ +{ + "genome": "reference/hg38.genome.fa", + "bigwig": "data/ENCSR000EMJ.bigWig", + "peaks": "chrombppnet_model_encsr283tme_bias//filtered.peaks.bed", + "nonpeaks": "chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed", + "output_prefix": "chrombppnet_model_encsr283tme_bias//chrombpnet", + "chr_fold_path": "splits/fold_0.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/scratch/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a1b4db067839627441d13f94a91c6a226f578898 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.batch_loss.tsv @@ -0,0 +1,27054 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss 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5.9035844802856445 1376.138916015625 1219.1048583984375 None None None +0 1848 5.901365756988525 1376.028564453125 1219.0535888671875 None None None +0 1849 5.898860454559326 1375.8662109375 1218.9578857421875 None None None +0 1850 5.896570682525635 1375.771484375 1218.9239501953125 None None None +0 1851 5.894381523132324 1375.853271484375 1219.06396484375 None None None +0 1852 5.8918962478637695 1375.786376953125 1219.063232421875 None None None +0 1853 5.8896355628967285 1375.712158203125 1219.049072265625 None None None +0 1854 5.887521266937256 1375.76220703125 1219.155517578125 None None None +0 1855 5.8851823806762695 1375.6365966796875 1219.092041015625 None None None +0 1856 5.883090496063232 1375.478271484375 1218.9893798828125 None None None +0 1857 5.880796909332275 1375.4798583984375 1219.0517578125 None None None +0 1858 5.878478527069092 1375.442626953125 1219.0762939453125 None None None +0 1859 5.876123905181885 1375.292724609375 1218.9891357421875 None None None +0 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None +0 1886 5.813584804534912 1372.8314208984375 1218.191162109375 None None None +0 1887 5.811342716217041 1372.6141357421875 1218.033447265625 None None None +0 1888 5.809250354766846 1372.61962890625 1218.0946044921875 None None None +0 1889 5.807001113891602 1372.582275390625 1218.1170654296875 None None None +0 1890 5.804959774017334 1372.419921875 1218.009033203125 None None None +0 1891 5.802450656890869 1372.230224609375 1217.8861083984375 None None None +0 1892 5.800060272216797 1372.0823974609375 1217.8018798828125 None None None +0 1893 5.797649383544922 1371.983154296875 1217.7667236328125 None None None +0 1894 5.795445442199707 1371.9564208984375 1217.798828125 None None None +0 1895 5.792985439300537 1371.8944091796875 1217.80224609375 None None None +0 1896 5.790575981140137 1371.7989501953125 1217.7708740234375 None None None +0 1897 5.788321495056152 1371.7484130859375 1217.7802734375 None None None +0 1898 5.786179542541504 1371.649169921875 1217.738037109375 None 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1217.9620361328125 None None None +0 1912 5.754643440246582 1371.119140625 1218.046630859375 None None None +0 1913 5.7523512840271 1371.009033203125 1217.9974365234375 None None None +0 1914 5.750190734863281 1370.93359375 1217.9793701171875 None None None +0 1915 5.7478837966918945 1370.8360595703125 1217.943359375 None None None +0 1916 5.745461463928223 1370.570556640625 1217.7423095703125 None None None +0 1917 5.743320941925049 1370.41650390625 1217.645263671875 None None None +0 1918 5.741296768188477 1370.3414306640625 1217.6240234375 None None None +0 1919 5.739055156707764 1370.184326171875 1217.526611328125 None None None +0 1920 5.736974239349365 1370.0888671875 1217.4864501953125 None None None +0 1921 5.734621047973633 1370.084228515625 1217.54443359375 None None None +0 1922 5.73241662979126 1369.882080078125 1217.40087890625 None None None +0 1923 5.730223655700684 1369.6990966796875 1217.2762451171875 None None None +0 1924 5.727921962738037 1369.580810546875 1217.21923828125 None None None +0 1925 5.725713729858398 1369.448486328125 1217.1456298828125 None None None +0 1926 5.723784923553467 1369.514404296875 1217.2628173828125 None None None +0 1927 5.7215471267700195 1369.396240234375 1217.2042236328125 None None None +0 1928 5.719231128692627 1369.2718505859375 1217.1414794921875 None None None +0 1929 5.717045783996582 1369.1893310546875 1217.1170654296875 None None None +0 1930 5.714827537536621 1369.1129150390625 1217.099609375 None None None +0 1931 5.712584495544434 1369.1318359375 1217.17822265625 None None None +0 1932 5.710429668426514 1369.0555419921875 1217.1591796875 None None None +0 1933 5.708154201507568 1369.0155029296875 1217.1798095703125 None None None +0 1934 5.705921649932861 1369.03369140625 1217.25732421875 None None None +0 1935 5.703559875488281 1368.9969482421875 1217.2833251953125 None None None +0 1936 5.701372146606445 1368.86279296875 1217.2073974609375 None None None +0 1937 5.699319362640381 1368.7667236328125 1217.1658935546875 None None None +0 1938 5.697326183319092 1368.740478515625 1217.192626953125 None None None +0 1939 5.695156574249268 1368.5906982421875 1217.1005859375 None None None +0 1940 5.693074703216553 1368.6219482421875 1217.187255859375 None None None +0 1941 5.691152095794678 1368.7021484375 1217.318603515625 None None None +0 1942 5.689307689666748 1368.6448974609375 1217.3104248046875 None None None +0 1943 5.687087535858154 1368.6485595703125 1217.3731689453125 None None None +0 1944 5.6848907470703125 1368.518798828125 1217.3017578125 None None None +0 1945 5.682599067687988 1368.31591796875 1217.1597900390625 None None None +0 1946 5.680316925048828 1368.198486328125 1217.1031494140625 None None None +0 1947 5.678083896636963 1367.9801025390625 1216.944091796875 None None None +0 1948 5.676192760467529 1367.947998046875 1216.9622802734375 None None None +0 1949 5.674156665802002 1367.9580078125 1217.0263671875 None None None +0 1950 5.6719865798950195 1367.834228515625 1216.96044921875 None None None +0 1951 5.670015335083008 1367.79541015625 1216.97412109375 None None None +0 1952 5.667733192443848 1367.6602783203125 1216.8995361328125 None None None +0 1953 5.665511131286621 1367.5615234375 1216.8597412109375 None None None +0 1954 5.663383483886719 1367.6240234375 1216.978759765625 None None None +0 1955 5.661300182342529 1367.6097412109375 1217.0198974609375 None None None +0 1956 5.659499168395996 1367.5999755859375 1217.05810546875 None None None +0 1957 5.657390117645264 1367.410400390625 1216.924560546875 None None None +0 1958 5.655360221862793 1367.259765625 1216.8280029296875 None None None +0 1959 5.653102397918701 1367.09765625 1216.7259521484375 None None None +0 1960 5.650935649871826 1366.9444580078125 1216.6302490234375 None None None +0 1961 5.64874267578125 1366.7735595703125 1216.517822265625 None None None +0 1962 5.646693229675293 1366.9005126953125 1216.6993408203125 None None None +0 1963 5.644428730010986 1366.719970703125 1216.5789794921875 None None None +0 1964 5.642273902893066 1366.60498046875 1216.521240234375 None None None +0 1965 5.639997959136963 1366.3822021484375 1216.359130859375 None None None +0 1966 5.637996196746826 1366.42041015625 1216.4505615234375 None None None +0 1967 5.6358842849731445 1366.5272216796875 1216.6134033203125 None None None +0 1968 5.6336140632629395 1366.355224609375 1216.501953125 None None None +0 1969 5.631424427032471 1366.0797119140625 1216.28466796875 None None None +0 1970 5.629420757293701 1366.0126953125 1216.2708740234375 None None None +0 1971 5.627298355102539 1365.91162109375 1216.226318359375 None None None +0 1972 5.625186920166016 1365.6937255859375 1216.064453125 None None None +0 1973 5.622955799102783 1365.5321044921875 1215.9622802734375 None None None +0 1974 5.6208038330078125 1365.4072265625 1215.8946533203125 None None None +0 1975 5.6185712814331055 1365.2569580078125 1215.8037109375 None None None +0 1976 5.616550922393799 1365.14013671875 1215.7406005859375 None None None +0 1977 5.614404201507568 1364.99853515625 1215.6561279296875 None None None +0 1978 5.612146377563477 1364.6923828125 1215.4100341796875 None None None +0 1979 5.6102423667907715 1364.66357421875 1215.4317626953125 None None None +0 1980 5.608196258544922 1364.4769287109375 1215.299560546875 None None None +0 1981 5.606013774871826 1364.2965087890625 1215.1771240234375 None None None +0 1982 5.604036808013916 1364.2811279296875 1215.2142333984375 None None None +0 1983 5.6020941734313965 1364.1273193359375 1215.1121826171875 None None None +0 1984 5.599925994873047 1363.9810791015625 1215.023681640625 None None None +0 1985 5.5979084968566895 1363.93212890625 1215.0284423828125 None None None +0 1986 5.595686912536621 1363.827392578125 1214.982666015625 None None None +0 1987 5.59345817565918 1363.5946044921875 1214.809326171875 None None None +0 1988 5.591644287109375 1363.4163818359375 1214.6793212890625 None None None +0 1989 5.589601993560791 1363.2596435546875 1214.576904296875 None None None +0 1990 5.5875139236450195 1363.123291015625 1214.4962158203125 None None None +0 1991 5.585315227508545 1362.88818359375 1214.319580078125 None None None +0 1992 5.58364200592041 1362.9420166015625 1214.4178466796875 None None None +0 1993 5.5816497802734375 1362.874755859375 1214.403564453125 None None None +0 1994 5.579513072967529 1362.8345947265625 1214.4202880859375 None None None +0 1995 5.577774524688721 1362.8927001953125 1214.524658203125 None None None +0 1996 5.575780391693115 1362.859130859375 1214.544189453125 None None None +0 1997 5.573822021484375 1362.9268798828125 1214.6640625 None None None +0 1998 5.572017192840576 1362.826171875 1214.6114501953125 None None None +0 1999 5.570291996002197 1362.634033203125 1214.46533203125 None None None +0 2000 5.56818151473999 1362.6280517578125 1214.5155029296875 None None None +0 2001 5.566036224365234 1362.4937744140625 1214.438232421875 None 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None None None +0 2015 5.537363529205322 1361.0350341796875 1213.7420654296875 None None None +0 2016 5.5354905128479 1360.8748779296875 1213.6317138671875 None None None +0 2017 5.533505916595459 1360.78076171875 1213.5904541015625 None None None +0 2018 5.531524181365967 1360.63232421875 1213.49462890625 None None None +0 2019 5.529648303985596 1360.579345703125 1213.4915771484375 None None None +0 2020 5.527846813201904 1360.410888671875 1213.3709716796875 None None None +0 2021 5.525905132293701 1360.39404296875 1213.40576171875 None None None +0 2022 5.523874759674072 1360.2388916015625 1213.3045654296875 None None None +0 2023 5.522104740142822 1360.1102294921875 1213.2230224609375 None None None +0 2024 5.520235538482666 1360.0850830078125 1213.2476806640625 None None None +0 2025 5.518060207366943 1359.972412109375 1213.1927490234375 None None None +0 2026 5.515878677368164 1359.80517578125 1213.08349609375 None None None +0 2027 5.514015197753906 1359.841796875 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1129.0322265625 1095.5291748046875 None None None +1 1948 1.2595043182373047 1129.051025390625 1095.54931640625 None None None +1 1949 1.2594949007034302 1128.995361328125 1095.493896484375 None None None +1 1950 1.259695053100586 1129.0245361328125 1095.5177001953125 None None None +1 1951 1.2596631050109863 1129.0679931640625 1095.56201171875 None None None +1 1952 1.2595760822296143 1128.98388671875 1095.480224609375 None None None +1 1953 1.2594451904296875 1129.0133056640625 1095.5130615234375 None None None +1 1954 1.2595292329788208 1129.2099609375 1095.70751953125 None None None +1 1955 1.259393334388733 1129.1243896484375 1095.6253662109375 None None None +1 1956 1.259257197380066 1128.958251953125 1095.462890625 None None None +1 1957 1.2591004371643066 1128.8621826171875 1095.37109375 None None None +1 1958 1.2590875625610352 1128.9029541015625 1095.4122314453125 None None None +1 1959 1.2592337131500244 1128.902587890625 1095.407958984375 None None None +1 1960 1.2590943574905396 1128.877197265625 1095.3863525390625 None None None +1 1961 1.2592480182647705 1128.873291015625 1095.3782958984375 None None None +1 1962 1.2590949535369873 1128.724609375 1095.2337646484375 None None None +1 1963 1.2591098546981812 1128.818115234375 1095.3267822265625 None None None +1 1964 1.259110450744629 1128.7891845703125 1095.2978515625 None None None +1 1965 1.259047508239746 1128.77099609375 1095.28125 None None None +1 1966 1.2589373588562012 1128.6646728515625 1095.1781005859375 None None None +1 1967 1.2588597536087036 1128.7269287109375 1095.242431640625 None None None +1 1968 1.2586781978607178 1128.6514892578125 1095.171630859375 None None None +1 1969 1.258529782295227 1128.666259765625 1095.1905517578125 None None None +1 1970 1.2583043575286865 1128.6015625 1095.1318359375 None None None +1 1971 1.2581875324249268 1128.510498046875 1095.043701171875 None None None +1 1972 1.2579543590545654 1128.4871826171875 1095.026611328125 None None None +1 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1065.1380615234375 None None None +2 1903 1.1053621768951416 1094.495849609375 1065.0938720703125 None None None +2 1904 1.1052037477493286 1094.510498046875 1065.1126708984375 None None None +2 1905 1.1051902770996094 1094.5120849609375 1065.1146240234375 None None None +2 1906 1.104984998703003 1094.4779052734375 1065.0859375 None None None +2 1907 1.1051009893417358 1094.454345703125 1065.059326171875 None None None +2 1908 1.1050704717636108 1094.4918212890625 1065.0975341796875 None None None +2 1909 1.1049529314041138 1094.468505859375 1065.077392578125 None None None +2 1910 1.1049985885620117 1094.441162109375 1065.048828125 None None None +2 1911 1.1050738096237183 1094.5347900390625 1065.1405029296875 None None None +2 1912 1.1049963235855103 1094.4276123046875 1065.035400390625 None None None +2 1913 1.1048920154571533 1094.3612060546875 1064.9716796875 None None None +2 1914 1.1048842668533325 1094.3975830078125 1065.00830078125 None None None +2 1915 1.1047875881195068 1094.3707275390625 1064.9840087890625 None None None +2 1916 1.1048823595046997 1094.3536376953125 1064.9644775390625 None None None +2 1917 1.1049376726150513 1094.3818359375 1064.9912109375 None None None +2 1918 1.1047660112380981 1094.304443359375 1064.9183349609375 None None None +2 1919 1.1046782732009888 1094.24658203125 1064.86279296875 None None None +2 1920 1.1046161651611328 1094.3155517578125 1064.9334716796875 None None None +2 1921 1.1044691801071167 1094.30712890625 1064.928955078125 None None None +2 1922 1.1045759916305542 1094.2933349609375 1064.912353515625 None None None +2 1923 1.1045843362808228 1094.4195556640625 1065.038330078125 None None None +2 1924 1.1045812368392944 1094.405029296875 1065.02392578125 None None None +2 1925 1.1048063039779663 1094.4530029296875 1065.06591796875 None None None +2 1926 1.105466604232788 1094.5003662109375 1065.095703125 None None None +2 1927 1.1054319143295288 1094.35888671875 1064.9552001953125 None None None +2 1928 1.105279803276062 1094.1693115234375 1064.7696533203125 None None None +2 1929 1.1050736904144287 1094.192626953125 1064.79833984375 None None None +2 1930 1.1048985719680786 1094.1802978515625 1064.790771484375 None None None +2 1931 1.1049302816390991 1094.209716796875 1064.8194580078125 None None None +2 1932 1.1051380634307861 1094.1578369140625 1064.7620849609375 None None None +2 1933 1.1049858331680298 1094.092041015625 1064.7001953125 None None None +2 1934 1.1049072742462158 1094.0103759765625 1064.6207275390625 None None None +2 1935 1.1048122644424438 1093.9197998046875 1064.5325927734375 None None None +2 1936 1.1049777269363403 1093.8887939453125 1064.4971923828125 None None None +2 1937 1.1052095890045166 1093.9053955078125 1064.5076904296875 None None None +2 1938 1.1051236391067505 1093.808837890625 1064.4134521484375 None None None +2 1939 1.1051212549209595 1093.81298828125 1064.4176025390625 None None None +2 1940 1.1050825119018555 1093.85205078125 1064.457763671875 None None None +2 1941 1.1049954891204834 1093.9278564453125 1064.535888671875 None None None +2 1942 1.105051875114441 1093.8626708984375 1064.46923828125 None None None +2 1943 1.1049126386642456 1093.82763671875 1064.4378662109375 None None None +2 1944 1.105080246925354 1093.8883056640625 1064.4940185546875 None None None +2 1945 1.1050618886947632 1094.0125732421875 1064.6187744140625 None None None +2 1946 1.1050571203231812 1094.0238037109375 1064.6302490234375 None None None +2 1947 1.105133295059204 1094.0628662109375 1064.667236328125 None None None +2 1948 1.1049752235412598 1094.034912109375 1064.6435546875 None None None +2 1949 1.105029821395874 1094.1263427734375 1064.7335205078125 None None None +2 1950 1.1051342487335205 1094.2239990234375 1064.828369140625 None None None +2 1951 1.1053186655044556 1094.3026123046875 1064.902099609375 None None None +2 1952 1.105324149131775 1094.3194580078125 1064.9188232421875 None None None +2 1953 1.1051563024520874 1094.2823486328125 1064.8861083984375 None None None +2 1954 1.1052029132843018 1094.37060546875 1064.9730224609375 None None None +2 1955 1.1051390171051025 1094.3499755859375 1064.9542236328125 None None None +2 1956 1.1050747632980347 1094.279052734375 1064.8851318359375 None None None +2 1957 1.1050597429275513 1094.4141845703125 1065.0205078125 None None None +2 1958 1.1051673889160156 1094.4090576171875 1065.0125732421875 None None None +2 1959 1.1050896644592285 1094.4517822265625 1065.057373046875 None None None +2 1960 1.1049200296401978 1094.4830322265625 1065.0931396484375 None None None +2 1961 1.104812741279602 1094.3333740234375 1064.9464111328125 None None None +2 1962 1.104778528213501 1094.204833984375 1064.8187255859375 None None None +2 1963 1.104717493057251 1094.22607421875 1064.841552734375 None None None +2 1964 1.104773759841919 1094.160888671875 1064.77490234375 None None None +2 1965 1.10487961769104 1094.2232666015625 1064.83447265625 None None None +2 1966 1.1048250198364258 1094.2716064453125 1064.8841552734375 None None None +2 1967 1.1047970056533813 1094.1859130859375 1064.79931640625 None None None +2 1968 1.1047954559326172 1094.2755126953125 1064.888916015625 None None None +2 1969 1.1049747467041016 1094.33740234375 1064.946044921875 None None None +2 1970 1.104753017425537 1094.2091064453125 1064.82373046875 None None None +2 1971 1.1047581434249878 1094.310791015625 1064.9251708984375 None None None +2 1972 1.1046360731124878 1094.349853515625 1064.9674072265625 None None None +2 1973 1.1046565771102905 1094.4285888671875 1065.0455322265625 None None None +2 1974 1.1044440269470215 1094.39453125 1065.017333984375 None None None +2 1975 1.1045135259628296 1094.573486328125 1065.1944580078125 None None None +2 1976 1.1042883396148682 1094.618408203125 1065.245361328125 None None None +2 1977 1.1043262481689453 1094.7548828125 1065.3809814453125 None None None +2 1978 1.1041533946990967 1094.6500244140625 1065.28076171875 None None None +2 1979 1.1043293476104736 1094.6942138671875 1065.320068359375 None None None +2 1980 1.1044780015945435 1094.5086669921875 1065.1307373046875 None None None +2 1981 1.1043572425842285 1094.460205078125 1065.0855712890625 None None None +2 1982 1.1042364835739136 1094.482177734375 1065.1107177734375 None None None +2 1983 1.104459524154663 1094.544189453125 1065.1668701171875 None None None +2 1984 1.1044381856918335 1094.5616455078125 1065.1849365234375 None None None +2 1985 1.1044718027114868 1094.55224609375 1065.1744384765625 None None None +2 1986 1.1042916774749756 1094.4896240234375 1065.11669921875 None None None +2 1987 1.1041572093963623 1094.404296875 1065.034912109375 None None None +2 1988 1.1042371988296509 1094.4267578125 1065.05517578125 None None None +2 1989 1.104275107383728 1094.287841796875 1064.9151611328125 None None None +2 1990 1.1041700839996338 1094.167724609375 1064.7978515625 None None None +2 1991 1.1042134761810303 1094.047119140625 1064.676025390625 None None None +2 1992 1.1041210889816284 1094.03466796875 1064.666015625 None None None +2 1993 1.1042180061340332 1094.028564453125 1064.6573486328125 None None None +2 1994 1.1045632362365723 1094.136474609375 1064.7559814453125 None None None +2 1995 1.104507327079773 1094.11279296875 1064.7337646484375 None None None +2 1996 1.1047697067260742 1094.08642578125 1064.7005615234375 None None None +2 1997 1.1047618389129639 1094.140869140625 1064.755126953125 None None None +2 1998 1.1047449111938477 1094.154541015625 1064.769287109375 None None None +2 1999 1.104692816734314 1094.207275390625 1064.8233642578125 None None None +2 2000 1.1048731803894043 1094.2674560546875 1064.8787841796875 None None None +2 2001 1.1049365997314453 1094.2451171875 1064.854736328125 None None None +2 2002 1.1048424243927002 1094.235107421875 1064.84716796875 None None None +2 2003 1.1046674251556396 1094.160400390625 1064.777099609375 None None None +2 2004 1.1046631336212158 1094.1624755859375 1064.7791748046875 None None None +2 2005 1.1045119762420654 1094.1090087890625 1064.729736328125 None None None +2 2006 1.1045808792114258 1094.1209716796875 1064.7398681640625 None None None +2 2007 1.104618787765503 1094.034912109375 1064.65283203125 None None None +2 2008 1.1045812368392944 1094.1202392578125 1064.7391357421875 None None None +2 2009 1.1043918132781982 1094.01123046875 1064.6351318359375 None None None +2 2010 1.1044813394546509 1094.15234375 1064.7738037109375 None None None +2 2011 1.1043922901153564 1094.0450439453125 1064.6689453125 None None None +2 2012 1.1043859720230103 1094.0030517578125 1064.6270751953125 None None None +2 2013 1.1042585372924805 1093.8388671875 1064.466064453125 None None None +2 2014 1.1042119264602661 1093.9306640625 1064.559326171875 None None None +2 2015 1.1040802001953125 1093.8946533203125 1064.5267333984375 None None None +2 2016 1.1040128469467163 1093.8798828125 1064.513671875 None None None +2 2017 1.1038734912872314 1093.90283203125 1064.5404052734375 None None None +2 2018 1.1037555932998657 1093.7386474609375 1064.3792724609375 None None None +2 2019 1.1036829948425293 1093.7864990234375 1064.428955078125 None None None +2 2020 1.1036202907562256 1093.7452392578125 1064.389404296875 None None None +2 2021 1.1037129163742065 1093.8316650390625 1064.473388671875 None None None +2 2022 1.1036285161972046 1093.831298828125 1064.4752197265625 None None None +2 2023 1.1035258769989014 1093.885009765625 1064.53173828125 None None None +2 2024 1.1035079956054688 1093.786376953125 1064.43359375 None None None +2 2025 1.1036568880081177 1093.8472900390625 1064.4906005859375 None None None +2 2026 1.1038011312484741 1093.8468017578125 1064.4862060546875 None None None +2 2027 1.1038981676101685 1093.82421875 1064.4610595703125 None None None +2 2028 1.1039470434188843 1093.817626953125 1064.4530029296875 None None None +2 2029 1.1039959192276 1093.7686767578125 1064.40283203125 None None None +2 2030 1.1039375066757202 1093.8421630859375 1064.4779052734375 None None None +2 2031 1.10390043258667 1093.7041015625 1064.3408203125 None None None +2 2032 1.1042729616165161 1093.6470947265625 1064.2740478515625 None None None +2 2033 1.104278802871704 1093.7181396484375 1064.3448486328125 None None None +2 2034 1.1041755676269531 1093.712890625 1064.3421630859375 None None None +2 2035 1.1040873527526855 1093.6583251953125 1064.2901611328125 None None None +2 2036 1.1039373874664307 1093.6015625 1064.2373046875 None None None +2 2037 1.1043601036071777 1093.8182373046875 1064.4427490234375 None None None +2 2038 1.1045520305633545 1093.8524169921875 1064.471923828125 None None None +2 2039 1.1045503616333008 1093.9041748046875 1064.5235595703125 None None None +2 2040 1.1045879125595093 1093.9295654296875 1064.5479736328125 None None None +2 2041 1.1044917106628418 1093.9019775390625 1064.5230712890625 None None None +2 2042 1.1045515537261963 1093.9757080078125 1064.5953369140625 None None None +2 2043 1.1044679880142212 1093.97998046875 1064.6016845703125 None None None +2 2044 1.104677677154541 1093.99365234375 1064.6097412109375 None None None +2 2045 1.1045129299163818 1094.018310546875 1064.638916015625 None None None +2 2046 1.104636311531067 1094.1431884765625 1064.7606201171875 None None None +2 2047 1.1047403812408447 1094.1846923828125 1064.79931640625 None None None +2 2048 1.1047343015670776 1094.1156005859375 1064.73046875 None None None +2 2049 1.10463285446167 1094.07958984375 1064.6971435546875 None None None +2 2050 1.1043767929077148 1094.008056640625 1064.63232421875 None None None +2 2051 1.1043736934661865 1093.96923828125 1064.59375 None None None +2 2052 1.104346752166748 1093.925048828125 1064.55029296875 None None None +2 2053 1.104219675064087 1094.0458984375 1064.6744384765625 None None None +2 2054 1.1043955087661743 1094.16796875 1064.7918701171875 None None None +2 2055 1.104399561882019 1094.1824951171875 1064.8062744140625 None None None +2 2056 1.1043795347213745 1094.0909423828125 1064.7152099609375 None None None +2 2057 1.104372501373291 1094.0726318359375 1064.697021484375 None None None +2 2058 1.1042506694793701 1093.9622802734375 1064.5899658203125 None None None +2 2059 1.1043092012405396 1093.9541015625 1064.5802001953125 None None None +2 2060 1.1042578220367432 1093.8389892578125 1064.4664306640625 None None None +2 2061 1.104240894317627 1093.9058837890625 1064.5338134765625 None None None +2 2062 1.1040836572647095 1093.93212890625 1064.5643310546875 None None None +2 2063 1.104245901107788 1093.896728515625 1064.5245361328125 None None None +2 2064 1.1042383909225464 1093.90380859375 1064.531982421875 None None None +2 2065 1.1041197776794434 1093.96630859375 1064.59765625 None None None +2 2066 1.1040574312210083 1094.0079345703125 1064.640869140625 None None None +2 2067 1.1038262844085693 1093.9278564453125 1064.5670166015625 None None None +2 2068 1.1037331819534302 1093.8941650390625 1064.535888671875 None None None +2 2069 1.1035957336425781 1093.7755126953125 1064.4208984375 None None None +2 2070 1.1035500764846802 1093.7113037109375 1064.35791015625 None None None +2 2071 1.1034733057022095 1093.66064453125 1064.309326171875 None None None +2 2072 1.1033624410629272 1093.6181640625 1064.269775390625 None None None +2 2073 1.1033124923706055 1093.65625 1064.30908203125 None None None +2 2074 1.1033366918563843 1093.6556396484375 1064.307861328125 None None None +2 2075 1.103347659111023 1093.5584716796875 1064.2105712890625 None None None +2 2076 1.103216290473938 1093.575439453125 1064.2310791015625 None None None +2 2077 1.1031047105789185 1093.510986328125 1064.1695556640625 None None None +2 2078 1.1033504009246826 1093.591796875 1064.243896484375 None None None +2 2079 1.103256106376648 1093.5091552734375 1064.1639404296875 None None None +2 2080 1.1031877994537354 1093.5166015625 1064.1732177734375 None None None +3 0 1.0044291019439697 976.0639038085938 949.3460693359375 None None None +3 1 0.9839064478874207 983.6682739257812 957.496337890625 None None None +3 2 1.1313360929489136 970.9494018554688 940.8557739257812 None None None +3 3 1.1160461902618408 1002.271728515625 972.5848388671875 None None None +3 4 1.1595172882080078 1017.1568603515625 986.3135986328125 None None None +3 5 1.1886621713638306 1024.1839599609375 992.5654907226562 None None None +3 6 1.1969982385635376 1015.96533203125 984.1251220703125 None None None +3 7 1.1448498964309692 1003.98486328125 973.5317993164062 None None None +3 8 1.1358708143234253 1010.0982055664062 979.884033203125 None None None +3 9 1.1082379817962646 1020.8304443359375 991.3513793945312 None None None +3 10 1.1248997449874878 1046.28564453125 1016.3633422851562 None None None +3 11 1.1125909090042114 1056.794921875 1027.2000732421875 None None None +3 12 1.1103901863098145 1066.5660400390625 1037.0296630859375 None None None +3 13 1.0940223932266235 1074.2047119140625 1045.1036376953125 None None None +3 14 1.0910427570343018 1088.853759765625 1059.8319091796875 None None None +3 15 1.077869176864624 1089.3970947265625 1060.725830078125 None None None +3 16 1.0737524032592773 1100.10888671875 1071.5472412109375 None None None +3 17 1.0845657587051392 1119.171875 1090.322509765625 None None None +3 18 1.080051064491272 1118.7783203125 1090.0489501953125 None None None +3 19 1.0882844924926758 1107.935302734375 1078.987060546875 None None None +3 20 1.089976191520691 1111.2047119140625 1082.2113037109375 None None None +3 21 1.0861226320266724 1102.0418701171875 1073.15087890625 None None None +3 22 1.0957489013671875 1107.8828125 1078.73583984375 None None None +3 23 1.1039214134216309 1111.1307373046875 1081.766357421875 None None None +3 24 1.105971097946167 1107.9658203125 1078.546875 None None None +3 25 1.096262812614441 1095.459228515625 1066.2984619140625 None None None +3 26 1.1017606258392334 1097.325927734375 1068.01904296875 None None None 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1075.0067138671875 1047.4658203125 None None None +3 1884 1.0354496240615845 1075.093994140625 1047.552001953125 None None None +3 1885 1.035286545753479 1075.00537109375 1047.4676513671875 None None None +3 1886 1.035205364227295 1075.0960693359375 1047.560546875 None None None +3 1887 1.0349892377853394 1075.0286865234375 1047.4990234375 None None None +3 1888 1.0349491834640503 1075.1246337890625 1047.595947265625 None None None +3 1889 1.0347546339035034 1075.0196533203125 1047.4962158203125 None None None +3 1890 1.0346730947494507 1074.9427490234375 1047.42138671875 None None None +3 1891 1.034494400024414 1074.93603515625 1047.4195556640625 None None None +3 1892 1.0345181226730347 1074.9854736328125 1047.46826171875 None None None +3 1893 1.0344914197921753 1075.0545654296875 1047.5380859375 None None None +3 1894 1.034477710723877 1074.961669921875 1047.445556640625 None None None +3 1895 1.0346152782440186 1075.054931640625 1047.53515625 None None None +3 1896 1.0349242687225342 1074.969970703125 1047.44189453125 None None None +3 1897 1.034769058227539 1074.98388671875 1047.4599609375 None None None +3 1898 1.0347820520401 1075.039794921875 1047.515625 None None None +3 1899 1.0347998142242432 1075.0975341796875 1047.57275390625 None None None +3 1900 1.0350326299667358 1075.0892333984375 1047.5584716796875 None None None +3 1901 1.0349462032318115 1075.1259765625 1047.597412109375 None None None +3 1902 1.0349376201629639 1075.1531982421875 1047.625 None None None +3 1903 1.0349825620651245 1075.16015625 1047.6307373046875 None None None +3 1904 1.0348178148269653 1075.2847900390625 1047.7598876953125 None None None +3 1905 1.0350033044815063 1075.1820068359375 1047.652099609375 None None None +3 1906 1.034969687461853 1075.1302490234375 1047.6011962890625 None None None +3 1907 1.034754753112793 1075.1339111328125 1047.610595703125 None None None +3 1908 1.0347437858581543 1075.0645751953125 1047.54150390625 None None None +3 1909 1.034736156463623 1074.9921875 1047.4693603515625 None None None +3 1910 1.0346298217773438 1074.8460693359375 1047.3260498046875 None None None +3 1911 1.0346006155014038 1074.785400390625 1047.26611328125 None None None +3 1912 1.0346540212631226 1074.8377685546875 1047.3170166015625 None None None +3 1913 1.0347917079925537 1074.7979736328125 1047.273681640625 None None None +3 1914 1.0348598957061768 1074.76904296875 1047.242919921875 None None None +3 1915 1.034827470779419 1074.8319091796875 1047.306640625 None None None +3 1916 1.0350884199142456 1074.9525146484375 1047.420166015625 None None None +3 1917 1.035144329071045 1074.994140625 1047.4603271484375 None None None +3 1918 1.0353080034255981 1075.022705078125 1047.4844970703125 None None None +3 1919 1.0352221727371216 1075.0865478515625 1047.5506591796875 None None None +3 1920 1.0351064205169678 1074.9766845703125 1047.4439697265625 None None None +3 1921 1.0350912809371948 1075.1068115234375 1047.574462890625 None None None +3 1922 1.0352284908294678 1075.0269775390625 1047.490966796875 None None None +3 1923 1.0351040363311768 1074.953857421875 1047.4212646484375 None None None +3 1924 1.0350786447525024 1074.8858642578125 1047.3538818359375 None None None +3 1925 1.0350120067596436 1075.052001953125 1047.5218505859375 None None None +3 1926 1.034909963607788 1075.095947265625 1047.568359375 None None None +3 1927 1.0348808765411377 1075.1661376953125 1047.6392822265625 None None None +3 1928 1.0348577499389648 1075.0518798828125 1047.525634765625 None None None +3 1929 1.0350341796875 1075.001220703125 1047.4703369140625 None None None +3 1930 1.0349582433700562 1075.02587890625 1047.4970703125 None None None +3 1931 1.0348820686340332 1075.1038818359375 1047.5771484375 None None None +3 1932 1.0350019931793213 1075.19140625 1047.661376953125 None None None +3 1933 1.0350302457809448 1075.192626953125 1047.661865234375 None None None +3 1934 1.0350841283798218 1075.2052001953125 1047.673095703125 None None None +3 1935 1.0351049900054932 1075.2232666015625 1047.6905517578125 None None None +3 1936 1.0350251197814941 1075.35302734375 1047.8223876953125 None None None +3 1937 1.0351977348327637 1075.3623046875 1047.8270263671875 None None None +3 1938 1.0350401401519775 1075.3616943359375 1047.8306884765625 None None None +3 1939 1.0349974632263184 1075.3427734375 1047.8128662109375 None None None +3 1940 1.0348836183547974 1075.24267578125 1047.7156982421875 None None None +3 1941 1.0348057746887207 1075.2222900390625 1047.6973876953125 None None None +3 1942 1.0348105430603027 1075.1695556640625 1047.64453125 None None None +3 1943 1.0349370241165161 1075.274658203125 1047.7462158203125 None None None +3 1944 1.0348795652389526 1075.2891845703125 1047.76220703125 None None None +3 1945 1.0348671674728394 1075.4334716796875 1047.906982421875 None None None +3 1946 1.0348923206329346 1075.3299560546875 1047.802734375 None None None +3 1947 1.0349010229110718 1075.2984619140625 1047.77099609375 None None None +3 1948 1.0347427129745483 1075.203369140625 1047.68017578125 None None None +3 1949 1.0349844694137573 1075.243408203125 1047.7137451171875 None None None +3 1950 1.0349981784820557 1075.142333984375 1047.6121826171875 None None None +3 1951 1.035140872001648 1075.2125244140625 1047.6787109375 None None None +3 1952 1.0352561473846436 1075.1478271484375 1047.61083984375 None None None +3 1953 1.0353705883026123 1075.0550537109375 1047.5150146484375 None None None +3 1954 1.0353890657424927 1075.1231689453125 1047.5826416015625 None None None +3 1955 1.0352404117584229 1074.98779296875 1047.451171875 None None None +3 1956 1.035396933555603 1074.939697265625 1047.39892578125 None None None +3 1957 1.0354392528533936 1074.937255859375 1047.395263671875 None None None +3 1958 1.035451889038086 1074.91259765625 1047.370361328125 None None None +3 1959 1.0353989601135254 1074.9296875 1047.3887939453125 None None None +3 1960 1.03532874584198 1074.977783203125 1047.4388427734375 None None None +3 1961 1.0355117321014404 1074.9752197265625 1047.4315185546875 None None None +3 1962 1.0355459451675415 1074.92138671875 1047.376708984375 None None None +3 1963 1.0356050729751587 1074.971923828125 1047.4256591796875 None None None +3 1964 1.0355037450790405 1074.906005859375 1047.362548828125 None None None +3 1965 1.0356559753417969 1075.0269775390625 1047.4794921875 None None None +3 1966 1.0356826782226562 1075.1129150390625 1047.564697265625 None None None +3 1967 1.035788893699646 1074.9771728515625 1047.4261474609375 None None None +3 1968 1.0358831882476807 1075.1370849609375 1047.58349609375 None None None +3 1969 1.0358340740203857 1075.2890625 1047.73681640625 None None None +3 1970 1.0357306003570557 1075.2774658203125 1047.7279052734375 None None None +3 1971 1.0357334613800049 1075.4072265625 1047.857666015625 None None None +3 1972 1.0356026887893677 1075.4461669921875 1047.9000244140625 None None None +3 1973 1.0354701280593872 1075.385009765625 1047.8424072265625 None None None +3 1974 1.0354677438735962 1075.389892578125 1047.8472900390625 None None None +3 1975 1.0353933572769165 1075.2877197265625 1047.7471923828125 None None None +3 1976 1.0354806184768677 1075.43212890625 1047.889404296875 None None None +3 1977 1.0355278253555298 1075.4486083984375 1047.904541015625 None None None +3 1978 1.0353584289550781 1075.4696044921875 1047.9300537109375 None None None +3 1979 1.0351837873458862 1075.4949951171875 1047.9600830078125 None None None +3 1980 1.0351753234863281 1075.5760498046875 1048.0413818359375 None None None +3 1981 1.0351840257644653 1075.535400390625 1048.0006103515625 None None None +3 1982 1.0350515842437744 1075.656494140625 1048.125244140625 None None None +3 1983 1.035243034362793 1075.6781005859375 1048.1417236328125 None None None +3 1984 1.0353775024414062 1075.6492919921875 1048.109375 None None None +3 1985 1.0355160236358643 1075.8707275390625 1048.3270263671875 None None None +3 1986 1.035509467124939 1075.953369140625 1048.409912109375 None None None +3 1987 1.0354560613632202 1076.07177734375 1048.52978515625 None None None +3 1988 1.0353949069976807 1076.0438232421875 1048.5035400390625 None None None +3 1989 1.0354254245758057 1076.1029052734375 1048.561767578125 None None None +3 1990 1.0353540182113647 1076.1798095703125 1048.6405029296875 None None None +3 1991 1.0353140830993652 1076.1024169921875 1048.564208984375 None None None +3 1992 1.0352801084518433 1076.1796875 1048.642578125 None None None +3 1993 1.035251259803772 1076.080810546875 1048.54443359375 None None None +3 1994 1.035266399383545 1076.0797119140625 1048.5428466796875 None None None +3 1995 1.0356347560882568 1076.0894775390625 1048.5428466796875 None None None +3 1996 1.0354429483413696 1076.066162109375 1048.5245361328125 None None None +3 1997 1.0353730916976929 1076.031005859375 1048.4912109375 None None None +3 1998 1.0353134870529175 1075.9736328125 1048.4354248046875 None None None +3 1999 1.0354558229446411 1075.897705078125 1048.355712890625 None None None +3 2000 1.0354218482971191 1075.82421875 1048.2830810546875 None None None +3 2001 1.0353690385818481 1075.7811279296875 1048.241455078125 None None None +3 2002 1.035448431968689 1075.6732177734375 1048.13134765625 None None None +3 2003 1.0353882312774658 1075.64892578125 1048.108642578125 None None None +3 2004 1.0353161096572876 1075.558837890625 1048.0203857421875 None None None +3 2005 1.0352095365524292 1075.467041015625 1047.931396484375 None None None +3 2006 1.0351938009262085 1075.43798828125 1047.90283203125 None None None +3 2007 1.0351896286010742 1075.4041748046875 1047.868896484375 None None None +3 2008 1.0353416204452515 1075.47021484375 1047.9310302734375 None None None +3 2009 1.03519868850708 1075.41748046875 1047.882080078125 None None None +3 2010 1.0351340770721436 1075.348388671875 1047.814697265625 None None None +3 2011 1.0351399183273315 1075.3587646484375 1047.824951171875 None None None +3 2012 1.0352565050125122 1075.3665771484375 1047.8297119140625 None None None +3 2013 1.0353121757507324 1075.436767578125 1047.8984375 None None None +3 2014 1.0352551937103271 1075.50927734375 1047.972412109375 None None None +3 2015 1.0351767539978027 1075.4705810546875 1047.935791015625 None None None +3 2016 1.0354137420654297 1075.5341796875 1047.9931640625 None None None +3 2017 1.0354496240615845 1075.692138671875 1048.150146484375 None None None +3 2018 1.0353236198425293 1075.715087890625 1048.1763916015625 None None None +3 2019 1.0352967977523804 1075.829345703125 1048.2913818359375 None None None +3 2020 1.0354269742965698 1075.9208984375 1048.379638671875 None None None +3 2021 1.035258173942566 1075.9674072265625 1048.4306640625 None None None +3 2022 1.035248041152954 1076.0279541015625 1048.491455078125 None None None +3 2023 1.0351561307907104 1075.94287109375 1048.408935546875 None None None +3 2024 1.035156488418579 1075.9361572265625 1048.4022216796875 None None None +3 2025 1.0349857807159424 1075.8350830078125 1048.3057861328125 None None None +3 2026 1.034965991973877 1075.7503662109375 1048.221435546875 None None None +3 2027 1.0350606441497803 1075.75927734375 1048.2279052734375 None None None +3 2028 1.0349607467651367 1075.696044921875 1048.1671142578125 None None None +3 2029 1.0349481105804443 1075.7874755859375 1048.259033203125 None None None +3 2030 1.0348068475723267 1075.6298828125 1048.1053466796875 None None None +3 2031 1.0347952842712402 1075.572265625 1048.048095703125 None None None +3 2032 1.0347734689712524 1075.5069580078125 1047.9832763671875 None None None +3 2033 1.034697413444519 1075.49853515625 1047.9769287109375 None None None +3 2034 1.0346821546554565 1075.5096435546875 1047.9884033203125 None None None +3 2035 1.034614086151123 1075.5313720703125 1048.0118408203125 None None None +3 2036 1.0346142053604126 1075.5533447265625 1048.0338134765625 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1075.00341796875 1047.49267578125 None None None +3 2076 1.034114956855774 1074.9271240234375 1047.4202880859375 None None None +3 2077 1.0340136289596558 1074.8134765625 1047.309326171875 None None None +3 2078 1.0341994762420654 1074.8992919921875 1047.3902587890625 None None None +3 2079 1.034258484840393 1074.9736328125 1047.4630126953125 None None None +3 2080 1.0341676473617554 1074.9261474609375 1047.41796875 None None None +4 0 1.0314717292785645 1153.3052978515625 1125.8681640625 None None None +4 1 1.4341042041778564 1071.411376953125 1033.26416015625 None None None +4 2 1.3284097909927368 1177.92578125 1142.5899658203125 None None None +4 3 1.2318652868270874 1162.1644287109375 1129.396728515625 None None None +4 4 1.1659374237060547 1164.7333984375 1133.719482421875 None None None +4 5 1.1681681871414185 1141.379638671875 1110.3062744140625 None None None +4 6 1.1506145000457764 1138.457763671875 1107.851318359375 None None None +4 7 1.175675392150879 1156.209228515625 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None +4 1952 0.987053632736206 1057.253662109375 1030.999267578125 None None None +4 1953 0.9869871735572815 1057.0716552734375 1030.819091796875 None None None +4 1954 0.9869656562805176 1057.0341796875 1030.7821044921875 None None None +4 1955 0.986990213394165 1056.9515380859375 1030.6988525390625 None None None +4 1956 0.9870923161506653 1056.9105224609375 1030.6551513671875 None None None +4 1957 0.9871069192886353 1056.7969970703125 1030.5411376953125 None None None +4 1958 0.9870731830596924 1056.8370361328125 1030.5821533203125 None None None +4 1959 0.9871721863746643 1056.8790283203125 1030.62158203125 None None None +4 1960 0.9873190522193909 1056.8602294921875 1030.5987548828125 None None None +4 1961 0.9871915578842163 1056.91357421875 1030.655517578125 None None None +4 1962 0.9871938824653625 1056.923095703125 1030.6650390625 None None None +4 1963 0.987332284450531 1056.802734375 1030.541015625 None None None +4 1964 0.9873219132423401 1056.7008056640625 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1045.373779296875 1020.0596313476562 None None None +5 1980 0.9516173601150513 1045.39453125 1020.0795288085938 None None None +5 1981 0.9517485499382019 1045.3350830078125 1020.0166015625 None None None +5 1982 0.9516795873641968 1045.3807373046875 1020.0641479492188 None None None +5 1983 0.9515601396560669 1045.3472900390625 1020.0338134765625 None None None +5 1984 0.9517483711242676 1045.3980712890625 1020.0796508789062 None None None +5 1985 0.9517460465431213 1045.44677734375 1020.1282958984375 None None None +5 1986 0.9516386985778809 1045.349365234375 1020.0338134765625 None None None +5 1987 0.9517309069633484 1045.4248046875 1020.1068725585938 None None None +5 1988 0.9517638087272644 1045.326171875 1020.00732421875 None None None +5 1989 0.9518274068832397 1045.3890380859375 1020.0684204101562 None None None +5 1990 0.9518657922744751 1045.2908935546875 1019.96923828125 None None None +5 1991 0.9516979455947876 1045.3560791015625 1020.038818359375 None None None +5 1992 0.9516776204109192 1045.2965087890625 1019.9798583984375 None None None +5 1993 0.9515417814254761 1045.3321533203125 1020.0191040039062 None None None +5 1994 0.9515973925590515 1045.38720703125 1020.0726928710938 None None None +5 1995 0.9515267610549927 1045.395751953125 1020.0830688476562 None None None +5 1996 0.9515588283538818 1045.49365234375 1020.1800537109375 None None None +5 1997 0.9515134692192078 1045.5126953125 1020.2003173828125 None None None +5 1998 0.9515536427497864 1045.4495849609375 1020.1361083984375 None None None +5 1999 0.9514759182929993 1045.4234619140625 1020.1121215820312 None None None +5 2000 0.9515393972396851 1045.361572265625 1020.048583984375 None None None +5 2001 0.9516492486000061 1045.4921875 1020.1763305664062 None None None +5 2002 0.9517878293991089 1045.3978271484375 1020.0782470703125 None None None +5 2003 0.9518758058547974 1045.368896484375 1020.0469360351562 None None None +5 2004 0.9518369436264038 1045.378662109375 1020.0576782226562 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1025.15576171875 1001.8335571289062 None None None +7 1878 0.876990556716919 1025.220703125 1001.8939208984375 None None None +7 1879 0.876911461353302 1025.13671875 1001.81201171875 None None None +7 1880 0.8768293857574463 1025.166015625 1001.843505859375 None None None +7 1881 0.8767939805984497 1025.1826171875 1001.8611450195312 None None None +7 1882 0.8767244219779968 1025.333984375 1002.0143432617188 None None None +7 1883 0.8766381144523621 1025.3193359375 1002.001953125 None None None +7 1884 0.8765822649002075 1025.340576171875 1002.024658203125 None None None +7 1885 0.876498281955719 1025.3970947265625 1002.0833740234375 None None None +7 1886 0.8762863874435425 1025.4541015625 1002.1460571289062 None None None +7 1887 0.8763420581817627 1025.408935546875 1002.099365234375 None None None +7 1888 0.8762643933296204 1025.397705078125 1002.0902709960938 None None None +7 1889 0.8761969208717346 1025.2274169921875 1001.9218139648438 None None None +7 1890 0.8762150406837463 1025.1068115234375 1001.8007202148438 None None None +7 1891 0.8761783838272095 1025.114013671875 1001.808837890625 None None None +7 1892 0.8761704564094543 1025.20068359375 1001.8958129882812 None None None +7 1893 0.8760906457901001 1025.1075439453125 1001.8047485351562 None None None +7 1894 0.876072347164154 1025.122314453125 1001.8200073242188 None None None +7 1895 0.8760223388671875 1025.119873046875 1001.8189697265625 None None None +7 1896 0.8758866786956787 1025.0531005859375 1001.7556762695312 None None None +7 1897 0.8759526610374451 1025.15771484375 1001.8585815429688 None None None +7 1898 0.8758857250213623 1025.07373046875 1001.7763671875 None None None +7 1899 0.8758597373962402 1025.0513916015625 1001.7548217773438 None None None +7 1900 0.8760086894035339 1025.0028076171875 1001.7021484375 None None None +7 1901 0.8760011792182922 1025.1046142578125 1001.8041381835938 None None None +7 1902 0.8759607672691345 1025.1497802734375 1001.8504638671875 None None None +7 1903 0.8759449124336243 1025.03759765625 1001.7386474609375 None None None +7 1904 0.8758236169815063 1024.9697265625 1001.6740112304688 None None None +7 1905 0.8757535815238953 1025.0181884765625 1001.724365234375 None None None +7 1906 0.8758434653282166 1025.0506591796875 1001.7544555664062 None None None +7 1907 0.8758097887039185 1025.033447265625 1001.7381591796875 None None None +7 1908 0.8759683966636658 1024.9862060546875 1001.6866455078125 None None None +7 1909 0.8759816884994507 1024.9322509765625 1001.6322631835938 None None None +7 1910 0.875930905342102 1024.9166259765625 1001.6180419921875 None None None +7 1911 0.8759129047393799 1024.912109375 1001.614013671875 None None None +7 1912 0.8758799433708191 1024.926025390625 1001.6287231445312 None None None +7 1913 0.8759169578552246 1024.886474609375 1001.5881958007812 None None None +7 1914 0.8758290410041809 1024.9674072265625 1001.6714477539062 None None None +7 1915 0.8757531046867371 1024.9935302734375 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0.8767356276512146 1024.8465576171875 1001.526611328125 None None None +7 1929 0.8766591548919678 1024.8212890625 1001.5032958984375 None None None +7 1930 0.8765514492988586 1024.8580322265625 1001.5428466796875 None None None +7 1931 0.8765114545822144 1024.884521484375 1001.5704956054688 None None None +7 1932 0.8764342069625854 1024.7484130859375 1001.4364624023438 None None None +7 1933 0.8764521479606628 1024.71240234375 1001.39990234375 None None None +7 1934 0.8766592741012573 1024.9041748046875 1001.5861206054688 None None None +7 1935 0.8766106963157654 1024.90185546875 1001.5850830078125 None None None +7 1936 0.8765397071838379 1024.8623046875 1001.5474853515625 None None None +7 1937 0.8765814304351807 1024.8453369140625 1001.5294189453125 None None None +7 1938 0.8766383528709412 1024.74462890625 1001.4271240234375 None None None +7 1939 0.8765321373939514 1024.9010009765625 1001.5863647460938 None None None +7 1940 0.876615583896637 1024.916748046875 1001.5999755859375 None None None +7 1941 0.8767849206924438 1024.959228515625 1001.6378784179688 None None None +7 1942 0.8768344521522522 1025.0814208984375 1001.7587890625 None None None +7 1943 0.8767632246017456 1025.099365234375 1001.7786254882812 None None None +7 1944 0.8767639994621277 1025.057861328125 1001.737060546875 None None None +7 1945 0.8767877221107483 1025.146728515625 1001.8253173828125 None None None +7 1946 0.8767135739326477 1025.2005615234375 1001.881103515625 None None None +7 1947 0.8767828941345215 1025.1533203125 1001.83203125 None None None +7 1948 0.8769189715385437 1025.1634521484375 1001.8385620117188 None None None +7 1949 0.8768835067749023 1025.0633544921875 1001.7394409179688 None None None +7 1950 0.8769838213920593 1025.1070556640625 1001.7803955078125 None None None +7 1951 0.8770539164543152 1025.1112060546875 1001.7826538085938 None None None +7 1952 0.8770327568054199 1025.0650634765625 1001.7371215820312 None None None +7 1953 0.8769313097000122 1025.0435791015625 1001.7183227539062 None None None +7 1954 0.8769130110740662 1025.1856689453125 1001.86083984375 None None None +7 1955 0.8769011497497559 1025.216064453125 1001.8916015625 None None None +7 1956 0.8767909407615662 1025.2916259765625 1001.9700927734375 None None None +7 1957 0.876773476600647 1025.2506103515625 1001.9295043945312 None None None +7 1958 0.8770683407783508 1025.31396484375 1001.9849853515625 None None None +7 1959 0.8768458962440491 1025.244873046875 1001.9218139648438 None None None +7 1960 0.8766728639602661 1025.2991943359375 1001.9806518554688 None None None +7 1961 0.8765853643417358 1025.2279052734375 1001.9116821289062 None None None +7 1962 0.8766200542449951 1025.2557373046875 1001.9385986328125 None None None +7 1963 0.8765581846237183 1025.1109619140625 1001.7954711914062 None None None +7 1964 0.8764898180961609 1025.040771484375 1001.7269897460938 None None None +7 1965 0.8763269782066345 1024.9849853515625 1001.675537109375 None None None 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1001.677490234375 None None None +7 1979 0.87580806016922 1024.9195556640625 1001.6239013671875 None None None +7 1980 0.8758622407913208 1024.865478515625 1001.5684814453125 None None None +7 1981 0.8758449554443359 1024.870849609375 1001.57421875 None None None +7 1982 0.8758248090744019 1024.845458984375 1001.5493774414062 None None None +7 1983 0.8757802248001099 1024.9293212890625 1001.6343994140625 None None None +7 1984 0.8757375478744507 1024.9925537109375 1001.6986694335938 None None None +7 1985 0.875739574432373 1025.0115966796875 1001.7177734375 None None None +7 1986 0.8757754564285278 1024.98095703125 1001.6862182617188 None None None +7 1987 0.8756916522979736 1024.8922119140625 1001.5996704101562 None None None +7 1988 0.875541627407074 1024.8040771484375 1001.5155639648438 None None None +7 1989 0.8755985498428345 1024.7286376953125 1001.4386596679688 None None None +7 1990 0.8755266070365906 1024.6453857421875 1001.3572387695312 None None None +7 1991 0.8754575848579407 1024.6290283203125 1001.3427124023438 None None None +7 1992 0.8755959272384644 1024.6092529296875 1001.3192749023438 None None None +7 1993 0.8756848573684692 1024.7137451171875 1001.4213256835938 None None None +7 1994 0.8756705522537231 1024.7691650390625 1001.4772338867188 None None None +7 1995 0.8755866885185242 1024.794921875 1001.5050659179688 None None None +7 1996 0.8756099939346313 1024.6815185546875 1001.3911743164062 None None None +7 1997 0.8755211234092712 1024.6748046875 1001.3867797851562 None None None +7 1998 0.875469982624054 1024.6085205078125 1001.3217163085938 None None None +7 1999 0.8753746151924133 1024.625 1001.3408813476562 None None None +7 2000 0.875301718711853 1024.6197509765625 1001.3375854492188 None None None +7 2001 0.8752636313438416 1024.6507568359375 1001.3695068359375 None None None +7 2002 0.8753269910812378 1024.746826171875 1001.4639892578125 None None None +7 2003 0.8752875924110413 1024.879638671875 1001.5978393554688 None None None +7 2004 0.8752169013023376 1024.7835693359375 1001.503662109375 None None None +7 2005 0.875498354434967 1024.7899169921875 1001.5025024414062 None None None +7 2006 0.8756601214408875 1024.7396240234375 1001.4478149414062 None None None +7 2007 0.8757073283195496 1024.7784423828125 1001.4854125976562 None None None +7 2008 0.8756827712059021 1024.8095703125 1001.5171508789062 None None None +7 2009 0.8756882548332214 1024.7181396484375 1001.4256591796875 None None None +7 2010 0.8758078813552856 1024.6680908203125 1001.372314453125 None None None +7 2011 0.8758060336112976 1024.6787109375 1001.3829956054688 None None None +7 2012 0.8756979703903198 1024.5953369140625 1001.302490234375 None None None +7 2013 0.8756183981895447 1024.62158203125 1001.3308715820312 None None None +7 2014 0.8756066560745239 1024.6475830078125 1001.357177734375 None None None +7 2015 0.8756024837493896 1024.6448974609375 1001.354736328125 None None None +7 2016 0.8755932450294495 1024.630126953125 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None None None +8 1945 0.8541098833084106 1017.0370483398438 994.318603515625 None None None +8 1946 0.8540433645248413 1016.9524536132812 994.2357788085938 None None None +8 1947 0.8542131185531616 1017.1170043945312 994.3958129882812 None None None +8 1948 0.8541931509971619 1017.110107421875 994.3895263671875 None None None +8 1949 0.8540629744529724 1017.0216064453125 994.3045043945312 None None None +8 1950 0.8539218902587891 1016.9241333007812 994.2108154296875 None None None +8 1951 0.8539126515388489 1017.0208129882812 994.3076782226562 None None None +8 1952 0.8537747263908386 1017.0677490234375 994.3582763671875 None None None +8 1953 0.8539835214614868 1017.0416870117188 994.3267211914062 None None None +8 1954 0.8540884256362915 1017.0433349609375 994.3255615234375 None None None +8 1955 0.8540513515472412 1017.2068481445312 994.4901123046875 None None None +8 1956 0.8539987206459045 1017.2050170898438 994.4896850585938 None None None +8 1957 0.854011595249176 1017.2390747070312 994.5233764648438 None None None +8 1958 0.8539887070655823 1017.2413940429688 994.5263061523438 None None None +8 1959 0.8538469672203064 1017.1434936523438 994.4321899414062 None None None +8 1960 0.8538262248039246 1017.161865234375 994.4511108398438 None None None +8 1961 0.8537339568138123 1017.2815551757812 994.5733032226562 None None None +8 1962 0.8535935878753662 1017.169677734375 994.4651489257812 None None None +8 1963 0.8535027503967285 1017.1066284179688 994.4044799804688 None None None +8 1964 0.8534039258956909 1016.9901733398438 994.2906494140625 None None None +8 1965 0.8533559441566467 1017.0064697265625 994.3081665039062 None None None +8 1966 0.8532493114471436 1017.0574340820312 994.3619995117188 None None None +8 1967 0.853268563747406 1017.2388305664062 994.5428466796875 None None None +8 1968 0.8532217741012573 1017.2520141601562 994.5573120117188 None None None +8 1969 0.8533123731613159 1017.2525024414062 994.555419921875 None None None +8 1970 0.8532716631889343 1017.2098388671875 994.513916015625 None None None +8 1971 0.8532364964485168 1017.2474975585938 994.5524291992188 None None None +8 1972 0.8530914187431335 1017.156982421875 994.4658813476562 None None None +8 1973 0.8532140851020813 1017.1909790039062 994.49658203125 None None None +8 1974 0.8533464074134827 1017.1851196289062 994.4872436523438 None None None +8 1975 0.8533945679664612 1017.1993408203125 994.5001220703125 None None None +8 1976 0.8534417748451233 1017.16748046875 994.467041015625 None None None +8 1977 0.8533289432525635 1017.1083984375 994.4109497070312 None None None +8 1978 0.8534210920333862 1017.0853271484375 994.385498046875 None None None +8 1979 0.8534021973609924 1017.0249633789062 994.3256225585938 None None None +8 1980 0.8533186316490173 1016.9091186523438 994.2120361328125 None None None +8 1981 0.8532141447067261 1016.9909057617188 994.2965698242188 None None None +8 1982 0.8530586957931519 1016.895751953125 994.2055053710938 None None None +8 1983 0.853007435798645 1016.8903198242188 994.201416015625 None None None +8 1984 0.8528977036476135 1016.8799438476562 994.1940307617188 None None None +8 1985 0.8529082536697388 1016.8740234375 994.1878051757812 None None None +8 1986 0.8528754711151123 1016.8366088867188 994.1512451171875 None None None +8 1987 0.8527690768241882 1016.8759155273438 994.193359375 None None None +8 1988 0.8528727293014526 1016.8861083984375 994.2007446289062 None None None +8 1989 0.8529072403907776 1016.8297729492188 994.1434326171875 None None None +8 1990 0.8529390692710876 1016.811279296875 994.1240844726562 None None None +8 1991 0.8528955578804016 1016.7915649414062 994.1055297851562 None None None +8 1992 0.8529019355773926 1016.8164672851562 994.1302490234375 None None None +8 1993 0.8529161810874939 1016.8464965820312 994.1599731445312 None None None +8 1994 0.8529291152954102 1016.786376953125 994.0994873046875 None None None +8 1995 0.8528143167495728 1016.7957763671875 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1017.0653686523438 994.372314453125 None None None +8 2009 0.8531428575515747 1017.063720703125 994.3712158203125 None None None +8 2010 0.8530769348144531 1017.0438232421875 994.3530883789062 None None None +8 2011 0.8529307246208191 1017.06591796875 994.3790283203125 None None None +8 2012 0.8529111742973328 1016.9735717773438 994.2872314453125 None None None +8 2013 0.852876603603363 1017.0336303710938 994.3482055664062 None None None +8 2014 0.8528310656547546 1016.9646606445312 994.2803955078125 None None None +8 2015 0.8528890013694763 1016.9939575195312 994.3081665039062 None None None +8 2016 0.8528656959533691 1017.0144653320312 994.329345703125 None None None +8 2017 0.8528425097465515 1017.0044555664062 994.3198852539062 None None None +8 2018 0.8527088761329651 1017.05029296875 994.3692626953125 None None None +8 2019 0.8526837825775146 1017.1036987304688 994.42333984375 None None None +8 2020 0.8526357412338257 1017.138916015625 994.4597778320312 None None None +8 2021 0.8527619242668152 1017.1173706054688 994.4349975585938 None None None +8 2022 0.8526947498321533 1017.0879516601562 994.4073486328125 None None None +8 2023 0.8526403307914734 1017.0670166015625 994.3878784179688 None None None +8 2024 0.8525140881538391 1016.927734375 994.2518920898438 None None None +8 2025 0.8525732755661011 1016.984130859375 994.3068237304688 None None None +8 2026 0.8524608016014099 1017.0053100585938 994.3309936523438 None None None +8 2027 0.8526237607002258 1016.9706420898438 994.2919921875 None None None +8 2028 0.8528661727905273 1017.0172119140625 994.3320922851562 None None None +8 2029 0.8529977202415466 1016.8748779296875 994.1862182617188 None None None +8 2030 0.85313481092453 1016.833740234375 994.1414184570312 None None None +8 2031 0.8529917001724243 1016.8833618164062 994.19482421875 None None None +8 2032 0.8529996871948242 1016.7921752929688 994.1033935546875 None None None +8 2033 0.8529451489448547 1016.7634887695312 994.076171875 None None 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0.804261326789856 1001.3819580078125 979.9901123046875 None None None +10 1835 0.8041306138038635 1001.548828125 980.1604614257812 None None None +10 1836 0.8040556907653809 1001.56494140625 980.1785278320312 None None None +10 1837 0.804010272026062 1001.5653686523438 980.18017578125 None None None +10 1838 0.803997278213501 1001.5955200195312 980.2106323242188 None None None +10 1839 0.8041268587112427 1001.6455078125 980.2572631835938 None None None +10 1840 0.804044246673584 1001.6828002929688 980.2966918945312 None None None +10 1841 0.8039406538009644 1001.6854248046875 980.3021240234375 None None None +10 1842 0.8038520216941833 1001.7210693359375 980.3401489257812 None None None +10 1843 0.8037664294242859 1001.7207641601562 980.3421020507812 None None None +10 1844 0.8039817214012146 1001.6853637695312 980.3009643554688 None None None +10 1845 0.8040814399719238 1001.7403564453125 980.3533325195312 None None None +10 1846 0.8040165305137634 1001.7785034179688 980.3931884765625 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None None None +10 1910 0.8024099469184875 1001.2601928710938 979.9171752929688 None None None +10 1911 0.8023189902305603 1001.1859130859375 979.8452758789062 None None None +10 1912 0.8023886680603027 1001.2390747070312 979.8966064453125 None None None +10 1913 0.8023703694343567 1001.1957397460938 979.8536987304688 None None None +10 1914 0.8022727966308594 1001.2098999023438 979.8704833984375 None None None +10 1915 0.8026781678199768 1001.2756958007812 979.9254760742188 None None None +10 1916 0.8029073476791382 1001.3667602539062 980.0103149414062 None None None +10 1917 0.802956759929657 1001.326904296875 979.9691772460938 None None None +10 1918 0.8028897643089294 1001.2637939453125 979.9078979492188 None None None +10 1919 0.8029348254203796 1001.3456420898438 979.9885864257812 None None None +10 1920 0.8028663396835327 1001.359375 980.004150390625 None None None +10 1921 0.8027973771095276 1001.2742919921875 979.9208374023438 None None None +10 1922 0.8027157783508301 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979.4913940429688 None None None +10 1948 0.8024566769599915 1000.9332885742188 979.5889892578125 None None None +10 1949 0.8024788498878479 1001.0447998046875 979.6998901367188 None None None +10 1950 0.8024712800979614 1001.0484619140625 979.7036743164062 None None None +10 1951 0.8025293350219727 1001.0667724609375 979.7205200195312 None None None +10 1952 0.8024181723594666 1001.11279296875 979.7694702148438 None None None +10 1953 0.8026302456855774 1001.1913452148438 979.8424072265625 None None None +10 1954 0.8026041388511658 1001.2803344726562 979.9320678710938 None None None +10 1955 0.8025916814804077 1001.3391723632812 979.9912719726562 None None None +10 1956 0.802761971950531 1001.2838134765625 979.9314575195312 None None None +10 1957 0.802767813205719 1001.3384399414062 979.9859008789062 None None None +10 1958 0.802692711353302 1001.3704833984375 980.0199584960938 None None None +10 1959 0.8028613924980164 1001.4217529296875 980.0667724609375 None None None +10 1960 0.8029594421386719 1001.3765869140625 980.0189819335938 None None None +10 1961 0.8029516935348511 1001.2210083007812 979.8635864257812 None None None +10 1962 0.802982747554779 1001.14794921875 979.7896728515625 None None None +10 1963 0.8029710650444031 1001.09912109375 979.7411499023438 None None None +10 1964 0.8029642701148987 1000.9790649414062 979.621337890625 None None None +10 1965 0.8029646873474121 1001.0944213867188 979.7366943359375 None None None +10 1966 0.8028672337532043 1001.0416259765625 979.6864624023438 None None None +10 1967 0.8028485774993896 1001.0897216796875 979.735107421875 None None None +10 1968 0.8028772473335266 1001.0750122070312 979.7196044921875 None None None +10 1969 0.8031001687049866 1001.0438842773438 979.6825561523438 None None None +10 1970 0.8030945658683777 1000.94921875 979.5879516601562 None None None +10 1971 0.8030278086662292 1001.0215454101562 979.662109375 None None None +10 1972 0.8030341863632202 1001.025146484375 979.66552734375 None None None +10 1973 0.8031473755836487 1001.0338134765625 979.6712036132812 None None None +10 1974 0.8031511902809143 1001.0188598632812 979.6561279296875 None None None +10 1975 0.8032082319259644 1001.2130737304688 979.8488159179688 None None None +10 1976 0.8032371401786804 1001.2714233398438 979.9064331054688 None None None +10 1977 0.8033174872398376 1001.2050170898438 979.837890625 None None None +10 1978 0.8032398223876953 1001.178955078125 979.8138427734375 None None None +10 1979 0.803133487701416 1001.2133178710938 979.8510131835938 None None None +10 1980 0.8030558824539185 1001.174072265625 979.8139038085938 None None None +10 1981 0.8030366897583008 1001.1423950195312 979.78271484375 None None None +10 1982 0.8030474185943604 1001.1809692382812 979.8209838867188 None None None +10 1983 0.8030114769935608 1001.23779296875 979.8787231445312 None None None +10 1984 0.8030664324760437 1001.2550048828125 979.8944702148438 None None None +10 1985 0.8030005097389221 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0.8030361533164978 1001.6220703125 980.2623901367188 None None None +10 1999 0.8028844594955444 1001.600341796875 980.2446899414062 None None None +10 2000 0.8027867674827576 1001.5380859375 980.1849975585938 None None None +10 2001 0.8027973175048828 1001.52294921875 980.1696166992188 None None None +10 2002 0.8028910756111145 1001.5509033203125 980.195068359375 None None None +10 2003 0.8028051853179932 1001.6360473632812 980.282470703125 None None None +10 2004 0.8026918172836304 1001.6182861328125 980.2677612304688 None None None +10 2005 0.8026928901672363 1001.5647583007812 980.2142333984375 None None None +10 2006 0.8026672601699829 1001.5524291992188 980.2025146484375 None None None +10 2007 0.8026789426803589 1001.52587890625 980.1756591796875 None None None +10 2008 0.8028326034545898 1001.562744140625 980.2084350585938 None None None +10 2009 0.8029301166534424 1001.4480590820312 980.0911865234375 None None None +10 2010 0.8028074502944946 1001.5833740234375 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None +12 1829 0.70294588804245 958.9525756835938 940.2548828125 None None None +12 1830 0.7030995488166809 959.13232421875 940.4305419921875 None None None +12 1831 0.7030060291290283 959.1427001953125 940.4434204101562 None None None +12 1832 0.7029906511306763 959.0877075195312 940.3888549804688 None None None +12 1833 0.7031275033950806 959.0906372070312 940.3881225585938 None None None +12 1834 0.703147828578949 959.0452880859375 940.3422241210938 None None None +12 1835 0.7030732035636902 959.0440063476562 940.3428344726562 None None None +12 1836 0.7033092379570007 959.0799560546875 940.37255859375 None None None +12 1837 0.7032684087753296 959.1195068359375 940.4132080078125 None None None +12 1838 0.7031773924827576 959.1271362304688 940.4232788085938 None None None +12 1839 0.703178882598877 959.1067504882812 940.40283203125 None None None +12 1840 0.7031896710395813 959.2261962890625 940.5220336914062 None None None +12 1841 0.7031784653663635 959.1658935546875 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None +12 1893 0.7034981846809387 958.8233642578125 940.1109619140625 None None None +12 1894 0.7033600211143494 958.79443359375 940.0857543945312 None None None +12 1895 0.7034161686897278 958.8539428710938 940.1436767578125 None None None +12 1896 0.7033772468566895 958.8416137695312 940.1323852539062 None None None +12 1897 0.7034938335418701 958.88427734375 940.1719970703125 None None None +12 1898 0.7034130692481995 958.9197387695312 940.2096557617188 None None None +12 1899 0.7033769488334656 958.8639526367188 940.15478515625 None None None +12 1900 0.7033526301383972 958.81298828125 940.1045532226562 None None None +12 1901 0.7034320831298828 958.986083984375 940.2755126953125 None None None +12 1902 0.7036283016204834 959.2142333984375 940.4984130859375 None None None +12 1903 0.7035970687866211 959.4910888671875 940.776123046875 None None None +12 1904 0.7035358548164368 959.4558715820312 940.7425537109375 None None None +12 1905 0.7037114500999451 959.3646240234375 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1931 0.7040651440620422 959.6488647460938 940.9213256835938 None None None +12 1932 0.7040033936500549 959.5234375 940.797607421875 None None None +12 1933 0.7039939761161804 959.600830078125 940.8751831054688 None None None +12 1934 0.7039281725883484 959.561767578125 940.8380126953125 None None None +12 1935 0.7038893699645996 959.6611328125 940.9384155273438 None None None +12 1936 0.7038158774375916 959.6268310546875 940.9061279296875 None None None +12 1937 0.7037887573242188 959.6355590820312 940.9155883789062 None None None +12 1938 0.7037528157234192 959.5641479492188 940.8450927734375 None None None +12 1939 0.7037036418914795 959.6419067382812 940.9242553710938 None None None +12 1940 0.7037420272827148 959.5994873046875 940.8807983398438 None None None +12 1941 0.7037085890769958 959.6064453125 940.8887329101562 None None None +12 1942 0.7036337852478027 959.6243896484375 940.90869140625 None None None +12 1943 0.7036340236663818 959.6218872070312 940.9061279296875 None None None +12 1944 0.7036864161491394 959.61474609375 940.8975830078125 None None None +12 1945 0.7035827040672302 959.6033325195312 940.888916015625 None None None +12 1946 0.7037063837051392 959.4935302734375 940.7758178710938 None None None +12 1947 0.7036148905754089 959.4964599609375 940.7811279296875 None None None +12 1948 0.7035894989967346 959.5270385742188 940.8124389648438 None None None +12 1949 0.703546941280365 959.4285278320312 940.715087890625 None None None +12 1950 0.7035250067710876 959.390380859375 940.677490234375 None None None +12 1951 0.7034852504730225 959.3159790039062 940.6041259765625 None None None +12 1952 0.7035866379737854 959.2838745117188 940.5693969726562 None None None +12 1953 0.7035501599311829 959.1856689453125 940.4721069335938 None None None +12 1954 0.7035488486289978 959.1676635742188 940.4541625976562 None None None +12 1955 0.7035124897956848 959.1502685546875 940.4376831054688 None None None +12 1956 0.7035064697265625 959.1288452148438 940.4164428710938 None None None +12 1957 0.7035395503044128 959.1534423828125 940.440185546875 None None None +12 1958 0.7035071849822998 959.143310546875 940.4309692382812 None None None +12 1959 0.703603208065033 959.1959838867188 940.4810791015625 None None None +12 1960 0.7036497592926025 959.25390625 940.5376586914062 None None None +12 1961 0.7036152482032776 959.2440795898438 940.52880859375 None None None +12 1962 0.7034893035888672 959.2598876953125 940.5479736328125 None None None +12 1963 0.7033713459968567 959.2774658203125 940.568603515625 None None None +12 1964 0.703348696231842 959.26171875 940.5534057617188 None None None +12 1965 0.7033242583274841 959.2772216796875 940.5696411132812 None None None +12 1966 0.7032470107078552 959.1900024414062 940.4844360351562 None None None +12 1967 0.7031639814376831 959.1448974609375 940.4414672851562 None None None +12 1968 0.7032789587974548 959.1542358398438 940.4478149414062 None None None +12 1969 0.7032356262207031 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0.7029274106025696 959.0118408203125 940.3148193359375 None None None +12 1983 0.7029765844345093 958.9667358398438 940.2684326171875 None None None +12 1984 0.7031787633895874 959.0224609375 940.3187866210938 None None None +12 1985 0.7032416462898254 959.1466064453125 940.4412841796875 None None None +12 1986 0.7033562064170837 959.2147216796875 940.50634765625 None None None +12 1987 0.7034111618995667 959.16357421875 940.4537353515625 None None None +12 1988 0.7034215927124023 959.1398315429688 940.4297485351562 None None None +12 1989 0.7034277319908142 959.2334594726562 940.523193359375 None None None +12 1990 0.7033382058143616 959.2264404296875 940.5185546875 None None None +12 1991 0.7033107280731201 959.3458251953125 940.638671875 None None None +12 1992 0.7032318115234375 959.3271484375 940.6221313476562 None None None +12 1993 0.7031854391098022 959.3486328125 940.6448364257812 None None None +12 1994 0.7031750679016113 959.3416748046875 940.6381225585938 None None None +12 1995 0.7031862139701843 959.2872314453125 940.5833129882812 None None None +12 1996 0.7030988335609436 959.3386840820312 940.6370239257812 None None None +12 1997 0.7030072212219238 959.3485717773438 940.6493530273438 None None None +12 1998 0.7029894590377808 959.33984375 940.6410522460938 None None None +12 1999 0.7030273675918579 959.2499389648438 940.5501708984375 None None None +12 2000 0.7030838131904602 959.264404296875 940.5631713867188 None None None +12 2001 0.7030894160270691 959.3851318359375 940.6837768554688 None None None +12 2002 0.7030178904533386 959.40869140625 940.7091674804688 None None None +12 2003 0.70305335521698 959.345703125 940.645263671875 None None None +12 2004 0.7030025720596313 959.356201171875 940.6571044921875 None None None +12 2005 0.7029668092727661 959.4180297851562 940.7199096679688 None None None +12 2006 0.7029987573623657 959.4744873046875 940.7755737304688 None None None +12 2007 0.7030110955238342 959.48388671875 940.7846069335938 None None None +12 2008 0.7030069828033447 959.5533447265625 940.8541870117188 None None None +12 2009 0.7029898762702942 959.5149536132812 940.816162109375 None None None +12 2010 0.7029345631599426 959.5508422851562 940.853515625 None None None +12 2011 0.7028763890266418 959.5744018554688 940.8786010742188 None None None +12 2012 0.7029167413711548 959.523193359375 940.8263549804688 None None None +12 2013 0.7029233574867249 959.4849243164062 940.787841796875 None None None +12 2014 0.7028850317001343 959.4866333007812 940.7905883789062 None None None +12 2015 0.7028145790100098 959.3887329101562 940.694580078125 None None None +12 2016 0.7028796076774597 959.3607177734375 940.6648559570312 None None None +12 2017 0.7029251456260681 959.4022827148438 940.7052001953125 None None None +12 2018 0.7027686834335327 959.5296630859375 940.8367919921875 None None None +12 2019 0.702921986579895 959.4857177734375 940.788818359375 None None None +12 2020 0.7029505968093872 959.5607299804688 940.863037109375 None None None +12 2021 0.702833890914917 959.5545043945312 940.8599243164062 None None None +12 2022 0.7028919458389282 959.6420288085938 940.9459838867188 None None None +12 2023 0.7028022408485413 959.6425170898438 940.9488525390625 None None None +12 2024 0.7028261423110962 959.66748046875 940.9730834960938 None None None +12 2025 0.7027880549430847 959.6937866210938 941.0003662109375 None None None +12 2026 0.7028809189796448 959.6229858398438 940.9271850585938 None None None +12 2027 0.702804684638977 959.54541015625 940.8516235351562 None None None +12 2028 0.7027798295021057 959.6038208007812 940.9107666015625 None None None +12 2029 0.7026681303977966 959.4837036132812 940.7935180664062 None None None +12 2030 0.7025955319404602 959.380615234375 940.6923828125 None None None +12 2031 0.7025511264801025 959.3844604492188 940.6973876953125 None None None +12 2032 0.7025643587112427 959.386474609375 940.6990966796875 None None None +12 2033 0.702658474445343 959.330810546875 940.6409912109375 None None None +12 2034 0.7027382850646973 959.4107055664062 940.7186889648438 None None None +12 2035 0.7027295827865601 959.3984985351562 940.7067260742188 None None None +12 2036 0.7027065753936768 959.3351440429688 940.6439819335938 None None None +12 2037 0.702641487121582 959.370361328125 940.680908203125 None None None +12 2038 0.7027295231819153 959.3844604492188 940.6926879882812 None None None +12 2039 0.7027921676635742 959.387451171875 940.6940307617188 None None None +12 2040 0.7028023600578308 959.3714599609375 940.677734375 None None None +12 2041 0.7028278708457947 959.4075927734375 940.713134765625 None None None +12 2042 0.702873706817627 959.3873291015625 940.691650390625 None None None +12 2043 0.7027585506439209 959.4274291992188 940.73486328125 None None None +12 2044 0.7028785347938538 959.4279174804688 940.732177734375 None None None +12 2045 0.7028881311416626 959.3905639648438 940.6945190429688 None None None +12 2046 0.7028867602348328 959.3619995117188 940.666015625 None None None +12 2047 0.7028335928916931 959.3365478515625 940.6420288085938 None None None +12 2048 0.7030560374259949 959.2816772460938 940.5812377929688 None None None +12 2049 0.7029723525047302 959.3287353515625 940.6305541992188 None None None +12 2050 0.702949047088623 959.3032836914062 940.6056518554688 None None None +12 2051 0.7029367089271545 959.3225708007812 940.6253051757812 None None None +12 2052 0.7030217051506042 959.3018798828125 940.6023559570312 None None None +12 2053 0.7029187679290771 959.2295532226562 940.53271484375 None None None +12 2054 0.7028539776802063 959.1477661132812 940.4526977539062 None None None +12 2055 0.7028274536132812 959.1396484375 940.4452514648438 None None None +12 2056 0.7028911113739014 959.124755859375 940.4287109375 None None None +12 2057 0.7027492523193359 959.1036987304688 940.4114379882812 None None None +12 2058 0.7026913166046143 959.14404296875 940.4533081054688 None None None +12 2059 0.7027158141136169 959.1345825195312 940.4431762695312 None None None +12 2060 0.7026886940002441 959.0669555664062 940.3762817382812 None None None +12 2061 0.7026208639144897 959.1172485351562 940.4283447265625 None None None +12 2062 0.7025731801986694 959.1359252929688 940.4483032226562 None None None +12 2063 0.7025121450424194 959.1328735351562 940.4468994140625 None None None +12 2064 0.7026787400245667 959.227783203125 940.537353515625 None None None +12 2065 0.7026646137237549 959.2180786132812 940.5279541015625 None None None +12 2066 0.702633261680603 959.308349609375 940.6190795898438 None None None +12 2067 0.7025378346443176 959.3233032226562 940.6365356445312 None None None +12 2068 0.7025159001350403 959.3248901367188 940.6387329101562 None None None +12 2069 0.7024980783462524 959.3380737304688 940.65234375 None None None +12 2070 0.7025167942047119 959.3251953125 940.6389770507812 None None None +12 2071 0.702363133430481 959.4226684570312 940.7406005859375 None None None +12 2072 0.7022498250007629 959.4382934570312 940.7591552734375 None None None +12 2073 0.7022443413734436 959.3578491210938 940.6788940429688 None None None +12 2074 0.7021685838699341 959.3137817382812 940.6368408203125 None None None +12 2075 0.7021595239639282 959.3480834960938 940.67138671875 None None None +12 2076 0.7021816372871399 959.36669921875 940.6893920898438 None None None +12 2077 0.7021650671958923 959.4022216796875 940.725341796875 None None None +12 2078 0.7020637392997742 959.37890625 940.7047119140625 None None None +12 2079 0.702226996421814 959.341064453125 940.6624755859375 None None None +12 2080 0.7022936344146729 959.3232421875 940.6428833007812 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..75f5cf7c54a544544044ab7d5e0301041f4c5636 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:14:15.363758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:18.497672: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:18.503739: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:14:18.534061: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:18.534157: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:18.565494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:18.565609: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:18.580224: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:18.586730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:18.610730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:18.616573: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:18.617839: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:18.619808: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:18.620161: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:14:18.621046: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:18.621304: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:18.621341: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:18.621388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:18.621411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:18.621433: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:18.621454: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:18.621475: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:18.621496: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:18.621517: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:18.621887: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:18.623512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:20.573766: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:14:20.573871: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:14:20.573890: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:14:20.577046: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:04:00.0, compute capability: 6.0) +2023-07-16 23:14:21.479650: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c12ce372078034ccc0c823ee6e1e34ad42fcd4e8 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/new_model_formats/bias_model_scaled diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet.params.json b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..970ce51878f1f107ed46053639cdd9293c26c423 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "26.6", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "splits/fold_0.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..c140b8dd32f92aeb47fd98fbdaf371fb3d8ede72 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 3.0 +counts_sum_max_thresh 12238.6 +trainings_pts_post_thresh 144617 diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..2da38d52dae8be6187f291a40b6e81bc8d0a6708 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 12:26:47.706915: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:51.054306: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:26:51.058941: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 12:26:51.230389: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:8a:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 12:26:51.230521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:51.252336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:26:51.252472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:26:51.268871: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:26:51.275175: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:26:51.295951: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:26:51.301282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:26:51.302401: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:26:51.308380: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:26:51.309439: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 12:26:51.310537: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:26:51.313382: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:8a:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 12:26:51.313480: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:51.313581: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:26:51.313615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:26:51.313635: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:26:51.313651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:26:51.313664: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:26:51.313677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:26:51.313692: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:26:51.318429: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:26:51.320075: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:53.289934: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 12:26:53.290042: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 12:26:53.290057: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 12:26:53.297049: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:8a:00.0, compute capability: 8.0) +2023-07-17 12:26:56.243427: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..a33c0b592ddaf5bd3ef7eab95c35107c95f8ac85 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/new_model_formats/chrombpnet diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..0fae4dc7b9c7c304dfdd320d2a727c4571ac55df --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 26.6 +filters 512 +n_dil_layers 8 +bias_model_path chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..6010516fb5a930bd242becee7fce179798d02c08 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..6010516fb5a930bd242becee7fce179798d02c08 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..5aa77c4e27d01a76b751ceab8b627912882de561 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.epoch_loss.csv @@ -0,0 +1,14 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,5.410120964050293,1210.886474609375,1354.7955322265625,1.3319849967956543,1158.3868408203125,1193.8175048828125 +1,1.2518596649169922,1093.4998779296875,1126.797607421875,1.1775132417678833,1108.1905517578125,1139.512451171875 +2,1.1031877994537354,1064.1732177734375,1093.5166015625,1.0221242904663086,1133.78466796875,1160.9725341796875 +3,1.0341676473617554,1047.41796875,1074.9261474609375,1.2128347158432007,1082.9365234375,1115.1983642578125 +4,0.9847089052200317,1030.6014404296875,1056.7930908203125,0.9493194818496704,1074.829345703125,1100.080810546875 +5,0.9514876008033752,1019.478515625,1044.789794921875,0.914280891418457,1081.99365234375,1106.313232421875 +6,0.9140857458114624,1011.921142578125,1036.235595703125,0.9833362102508545,1067.835693359375,1093.9921875 +7,0.8758087754249573,1001.0398559570312,1024.335205078125,0.9394859075546265,1045.4464111328125,1070.436767578125 +8,0.8516152501106262,993.8555297851562,1016.50732421875,0.9140253067016602,1061.8731689453125,1086.1864013671875 +9,0.8336271643638611,987.8140258789062,1009.9876098632812,0.8636598587036133,1074.32080078125,1097.2943115234375 +10,0.8024542331695557,980.6221313476562,1001.9660034179688,0.8501924276351929,1056.627685546875,1079.242431640625 +11,0.7316595911979675,956.659423828125,976.1231079101562,0.8846858143806458,1071.710693359375,1095.2430419921875 +12,0.7022936344146729,940.6428833007812,959.3232421875,0.8941610455513,1049.477783203125,1073.2625732421875 diff --git a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.stdout_v1.txt b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..056594715b451eeff63c3153de4f7ff39f8808e7 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.stdout_v1.txt @@ -0,0 +1,433 @@ +2022-02-19_03-18-44: python /scratch/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=data/peaks.bed.gz \ + --nonpeaks=data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=splits/fold_0.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=reference/ENCSR283TME_bias_0.9.h5 \ + --output_dir=chrombppnet_model_encsr283tme_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 134172 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 134172 +Number of peaks input: 36588 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 36588 +Number of non peaks input: 134172 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 134172 +Number of non peaks input: 36588 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 36588 +Number of peaks after removing outliers: 132696 +Number of nonpeaks after removing outliers: 119454 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/3733 [..............................] - ETA: 2:28:25 6/3733 [..............................] - ETA: 47s  10/3733 [..............................] - ETA: 51s 14/3733 [..............................] - ETA: 52s 17/3733 [..............................] - ETA: 54s 21/3733 [..............................] - ETA: 52s 25/3733 [..............................] - ETA: 52s 29/3733 [..............................] - ETA: 52s 32/3733 [..............................] - ETA: 53s 36/3733 [..............................] - ETA: 53s 40/3733 [..............................] - ETA: 53s 44/3733 [..............................] - ETA: 53s 48/3733 [..............................] - ETA: 53s 52/3733 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[============================>.] - ETA: 0s 3715/3733 [============================>.] - ETA: 0s 3719/3733 [============================>.] - ETA: 0s 3723/3733 [============================>.] - ETA: 0s 3727/3733 [============================>.] - ETA: 0s 3731/3733 [============================>.] - ETA: 0s 3733/3733 [==============================] - ETA: 0s 3733/3733 [==============================] - 56s 14ms/step +2022-02-19_03-23-15: python /scratch/chrombpnet/src/training/train.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/scratch/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '26.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': 'chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': 'splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(121070, 10) +loading nonpeaks... +got split:train for bed regions:(108440, 10) +loading peaks... +got split:valid for bed regions:(11626, 10) +loading nonpeaks... +got split:valid for bed regions:(11014, 10) +Epoch 1/50 + 1/2081 [..............................] - ETA: 5:25:46 - loss: 1520.5007 - logits_profile_predictions_loss: 1382.0071 - logcount_predictions_loss: 5.2065 2/2081 [..............................] - ETA: 28:55 - loss: 1411.2297 - logits_profile_predictions_loss: 1292.1556 - logcount_predictions_loss: 4.4765  3/2081 [..............................] - ETA: 28:51 - loss: 17386.8081 - logits_profile_predictions_loss: 1295.7640 - logcount_predictions_loss: 604.9264 4/2081 [..............................] - ETA: 28:54 - loss: 22378.0856 - logits_profile_predictions_loss: 1294.3422 - logcount_predictions_loss: 792.6219 5/2081 [..............................] - ETA: 28:49 - loss: 23941.6079 - logits_profile_predictions_loss: 1298.6540 - logcount_predictions_loss: 851.2388 6/2081 [..............................] - ETA: 28:45 - loss: 24202.0066 - logits_profile_predictions_loss: 1316.3855 - logcount_predictions_loss: 860.3616 7/2081 [..............................] - ETA: 28:42 - loss: 23896.5051 - logits_profile_predictions_loss: 1326.5651 - logcount_predictions_loss: 848.4939 8/2081 [..............................] - ETA: 28:39 - loss: 23341.4222 - logits_profile_predictions_loss: 1329.3783 - logcount_predictions_loss: 827.5204 9/2081 [..............................] - ETA: 28:36 - loss: 22687.2160 - logits_profile_predictions_loss: 1331.0209 - logcount_predictions_loss: 802.8644 10/2081 [..............................] - ETA: 28:34 - loss: 22010.9586 - logits_profile_predictions_loss: 1338.4960 - logcount_predictions_loss: 777.1602 11/2081 [..............................] - ETA: 28:32 - loss: 21340.2075 - logits_profile_predictions_loss: 1345.8233 - logcount_predictions_loss: 751.6685 12/2081 [..............................] - ETA: 28:31 - loss: 20690.1942 - logits_profile_predictions_loss: 1351.6083 - logcount_predictions_loss: 727.0144 13/2081 [..............................] - ETA: 28:30 - loss: 20071.9780 - logits_profile_predictions_loss: 1358.9620 - logcount_predictions_loss: 703.4968 14/2081 [..............................] - ETA: 28:28 - loss: 19485.1832 - logits_profile_predictions_loss: 1364.7596 - logcount_predictions_loss: 681.2189 15/2081 [..............................] - ETA: 28:27 - loss: 18930.2243 - logits_profile_predictions_loss: 1369.0164 - logcount_predictions_loss: 660.1957 16/2081 [..............................] - ETA: 28:25 - loss: 18407.0578 - logits_profile_predictions_loss: 1372.6272 - logcount_predictions_loss: 640.3921 17/2081 [..............................] - ETA: 28:23 - loss: 17916.3599 - logits_profile_predictions_loss: 1377.6607 - logcount_predictions_loss: 621.7555 18/2081 [..............................] - ETA: 28:21 - loss: 17452.1607 - logits_profile_predictions_loss: 1380.3797 - logcount_predictions_loss: 604.2022 19/2081 [..............................] - ETA: 28:20 - loss: 17014.9427 - logits_profile_predictions_loss: 1383.0284 - logcount_predictions_loss: 587.6659 20/2081 [..............................] - ETA: 28:18 - loss: 16602.1412 - logits_profile_predictions_loss: 1385.0104 - logcount_predictions_loss: 572.0725 21/2081 [..............................] - ETA: 28:17 - loss: 16212.7499 - logits_profile_predictions_loss: 1387.1793 - logcount_predictions_loss: 557.3522 22/2081 [..............................] - ETA: 28:16 - loss: 15843.7088 - logits_profile_predictions_loss: 1388.3138 - logcount_predictions_loss: 543.4359 23/2081 [..............................] - ETA: 28:15 - loss: 15495.2466 - logits_profile_predictions_loss: 1390.1184 - logcount_predictions_loss: 530.2679 24/2081 [..............................] - ETA: 28:14 - loss: 15165.1496 - logits_profile_predictions_loss: 1391.9186 - logcount_predictions_loss: 517.7906 25/2081 [..............................] - ETA: 28:13 - loss: 14852.4495 - logits_profile_predictions_loss: 1394.1031 - logcount_predictions_loss: 505.9528 26/2081 [..............................] - ETA: 28:12 - loss: 14555.3203 - logits_profile_predictions_loss: 1396.1483 - logcount_predictions_loss: 494.7057 27/2081 [..............................] - ETA: 28:10 - loss: 14272.3328 - logits_profile_predictions_loss: 1397.7808 - logcount_predictions_loss: 484.0057 28/2081 [..............................] - ETA: 28:09 - loss: 14003.0899 - logits_profile_predictions_loss: 1399.5968 - logcount_predictions_loss: 473.8155 29/2081 [..............................] - ETA: 28:08 - loss: 13746.4440 - logits_profile_predictions_loss: 1401.3999 - logcount_predictions_loss: 464.0994 30/2081 [..............................] - ETA: 28:07 - loss: 13501.4283 - logits_profile_predictions_loss: 1403.1042 - logcount_predictions_loss: 454.8242 31/2081 [..............................] - ETA: 28:06 - loss: 13267.2746 - logits_profile_predictions_loss: 1404.7385 - logcount_predictions_loss: 445.9600 32/2081 [..............................] - ETA: 28:05 - loss: 13043.2700 - logits_profile_predictions_loss: 1406.3090 - logcount_predictions_loss: 437.4797 33/2081 [..............................] - ETA: 28:04 - loss: 12829.0948 - logits_profile_predictions_loss: 1408.1324 - logcount_predictions_loss: 429.3595 34/2081 [..............................] - ETA: 28:03 - loss: 12623.6949 - logits_profile_predictions_loss: 1409.8027 - logcount_predictions_loss: 421.5749 35/2081 [..............................] - ETA: 28:02 - loss: 12426.5321 - logits_profile_predictions_loss: 1411.3320 - logcount_predictions_loss: 414.1052 36/2081 [..............................] - ETA: 28:01 - loss: 12237.0801 - logits_profile_predictions_loss: 1412.7073 - logcount_predictions_loss: 406.9313 37/2081 [..............................] - ETA: 28:00 - loss: 12054.7368 - logits_profile_predictions_loss: 1413.8074 - logcount_predictions_loss: 400.0349 38/2081 [..............................] - ETA: 27:59 - loss: 11879.2076 - logits_profile_predictions_loss: 1414.7628 - logcount_predictions_loss: 393.4002 39/2081 [..............................] - ETA: 27:58 - loss: 11710.3927 - logits_profile_predictions_loss: 1415.8640 - logcount_predictions_loss: 387.0123 40/2081 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2074/2081 [============================>.] - ETA: 5s - loss: 1861.3254 - logits_profile_predictions_loss: 1281.5623 - logcount_predictions_loss: 21.7956 2075/2081 [============================>.] - ETA: 4s - loss: 1861.0816 - logits_profile_predictions_loss: 1281.5283 - logcount_predictions_loss: 21.7877 2076/2081 [============================>.] - ETA: 4s - loss: 1860.8379 - logits_profile_predictions_loss: 1281.4944 - logcount_predictions_loss: 21.7798 2077/2081 [============================>.] - ETA: 3s - loss: 1860.5944 - logits_profile_predictions_loss: 1281.4604 - logcount_predictions_loss: 21.7719 2078/2081 [============================>.] - ETA: 2s - loss: 1860.3511 - logits_profile_predictions_loss: 1281.4265 - logcount_predictions_loss: 21.7641 2079/2081 [============================>.] - ETA: 1s - loss: 1860.1080 - logits_profile_predictions_loss: 1281.3926 - logcount_predictions_loss: 21.7562 2080/2081 [============================>.] - ETA: 0s - loss: 1859.8651 - logits_profile_predictions_loss: 1281.3587 - logcount_predictions_loss: 21.7484 2081/2081 [==============================] - ETA: 0s - loss: 1859.6224 - logits_profile_predictions_loss: 1281.3248 - logcount_predictions_loss: 21.7405 2081/2081 [==============================] - 1791s 857ms/step - loss: 1859.3799 - logits_profile_predictions_loss: 1281.2910 - logcount_predictions_loss: 21.7327 - val_loss: 1193.8175 - val_logits_profile_predictions_loss: 1158.3868 - val_logcount_predictions_loss: 1.3320 + +Epoch 00001: val_loss improved from inf to 1193.81750, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 2/50 + 1/2081 [..............................] - ETA: 29:49 - loss: 947.3405 - logits_profile_predictions_loss: 908.9250 - logcount_predictions_loss: 1.4442 2/2081 [..............................] - ETA: 28:22 - loss: 1029.6418 - logits_profile_predictions_loss: 989.9591 - logcount_predictions_loss: 1.4918 3/2081 [..............................] - ETA: 28:25 - loss: 1045.1134 - logits_profile_predictions_loss: 1005.2397 - logcount_predictions_loss: 1.4990 4/2081 [..............................] - ETA: 28:27 - loss: 1050.8995 - logits_profile_predictions_loss: 1011.5423 - logcount_predictions_loss: 1.4796 5/2081 [..............................] - ETA: 28:29 - loss: 1047.8538 - logits_profile_predictions_loss: 1009.2960 - logcount_predictions_loss: 1.4495 6/2081 [..............................] - ETA: 28:29 - loss: 1050.9292 - logits_profile_predictions_loss: 1012.7894 - logcount_predictions_loss: 1.4338 7/2081 [..............................] - ETA: 28:29 - loss: 1053.4928 - logits_profile_predictions_loss: 1015.5727 - logcount_predictions_loss: 1.4256 8/2081 [..............................] - ETA: 28:28 - loss: 1055.5381 - logits_profile_predictions_loss: 1017.7464 - logcount_predictions_loss: 1.4207 9/2081 [..............................] - ETA: 28:29 - loss: 1053.1977 - logits_profile_predictions_loss: 1015.5812 - logcount_predictions_loss: 1.4142 10/2081 [..............................] - ETA: 28:29 - loss: 1054.7327 - logits_profile_predictions_loss: 1017.2442 - logcount_predictions_loss: 1.4093 11/2081 [..............................] - ETA: 28:28 - loss: 1055.2457 - logits_profile_predictions_loss: 1017.8293 - logcount_predictions_loss: 1.4066 12/2081 [..............................] - ETA: 28:27 - loss: 1056.7643 - logits_profile_predictions_loss: 1019.4222 - logcount_predictions_loss: 1.4038 13/2081 [..............................] - ETA: 28:26 - loss: 1059.3301 - logits_profile_predictions_loss: 1022.0162 - logcount_predictions_loss: 1.4028 14/2081 [..............................] - ETA: 28:24 - loss: 1061.8254 - logits_profile_predictions_loss: 1024.5258 - logcount_predictions_loss: 1.4022 15/2081 [..............................] - ETA: 28:23 - loss: 1063.1482 - logits_profile_predictions_loss: 1025.9055 - logcount_predictions_loss: 1.4001 16/2081 [..............................] - ETA: 28:23 - loss: 1064.2024 - logits_profile_predictions_loss: 1027.0399 - logcount_predictions_loss: 1.3971 17/2081 [..............................] - ETA: 28:22 - loss: 1064.8083 - logits_profile_predictions_loss: 1027.7131 - logcount_predictions_loss: 1.3946 18/2081 [..............................] - ETA: 28:21 - loss: 1065.2464 - logits_profile_predictions_loss: 1028.1829 - logcount_predictions_loss: 1.3934 19/2081 [..............................] - ETA: 28:20 - loss: 1066.7690 - logits_profile_predictions_loss: 1029.6988 - logcount_predictions_loss: 1.3936 20/2081 [..............................] - ETA: 28:19 - loss: 1068.4044 - logits_profile_predictions_loss: 1031.3427 - logcount_predictions_loss: 1.3933 21/2081 [..............................] - ETA: 28:18 - loss: 1070.1838 - logits_profile_predictions_loss: 1033.1446 - logcount_predictions_loss: 1.3925 22/2081 [..............................] - ETA: 28:18 - loss: 1071.4742 - logits_profile_predictions_loss: 1034.4603 - logcount_predictions_loss: 1.3915 23/2081 [..............................] - ETA: 28:17 - loss: 1072.8765 - logits_profile_predictions_loss: 1035.8893 - logcount_predictions_loss: 1.3905 24/2081 [..............................] - ETA: 28:16 - loss: 1074.5016 - logits_profile_predictions_loss: 1037.5273 - logcount_predictions_loss: 1.3900 25/2081 [..............................] - ETA: 28:15 - loss: 1075.9876 - logits_profile_predictions_loss: 1039.0305 - logcount_predictions_loss: 1.3894 26/2081 [..............................] - ETA: 28:14 - loss: 1077.1460 - logits_profile_predictions_loss: 1040.2107 - logcount_predictions_loss: 1.3885 27/2081 [..............................] - ETA: 28:14 - loss: 1078.3945 - logits_profile_predictions_loss: 1041.4825 - logcount_predictions_loss: 1.3877 28/2081 [..............................] - ETA: 28:13 - loss: 1079.6579 - logits_profile_predictions_loss: 1042.7677 - logcount_predictions_loss: 1.3868 29/2081 [..............................] - ETA: 28:12 - loss: 1080.7587 - logits_profile_predictions_loss: 1043.8912 - logcount_predictions_loss: 1.3860 30/2081 [..............................] - ETA: 28:12 - loss: 1081.6959 - logits_profile_predictions_loss: 1044.8557 - logcount_predictions_loss: 1.3850 31/2081 [..............................] - ETA: 28:11 - loss: 1082.8957 - logits_profile_predictions_loss: 1046.0720 - logcount_predictions_loss: 1.3843 32/2081 [..............................] - ETA: 28:10 - loss: 1083.9996 - logits_profile_predictions_loss: 1047.1942 - logcount_predictions_loss: 1.3837 33/2081 [..............................] - ETA: 28:09 - loss: 1085.0734 - logits_profile_predictions_loss: 1048.2821 - logcount_predictions_loss: 1.3831 34/2081 [..............................] - ETA: 28:08 - loss: 1085.9152 - logits_profile_predictions_loss: 1049.1378 - logcount_predictions_loss: 1.3826 35/2081 [..............................] - ETA: 28:07 - loss: 1086.9162 - logits_profile_predictions_loss: 1050.1445 - logcount_predictions_loss: 1.3824 36/2081 [..............................] - ETA: 28:07 - loss: 1087.7276 - logits_profile_predictions_loss: 1050.9686 - logcount_predictions_loss: 1.3819 37/2081 [..............................] - ETA: 28:06 - loss: 1088.3435 - logits_profile_predictions_loss: 1051.5996 - logcount_predictions_loss: 1.3813 38/2081 [..............................] - ETA: 28:05 - loss: 1088.8924 - logits_profile_predictions_loss: 1052.1640 - logcount_predictions_loss: 1.3808 39/2081 [..............................] - ETA: 28:04 - loss: 1089.3627 - logits_profile_predictions_loss: 1052.6485 - logcount_predictions_loss: 1.3802 40/2081 [..............................] - ETA: 28:04 - loss: 1089.8470 - logits_profile_predictions_loss: 1053.1434 - logcount_predictions_loss: 1.3798 41/2081 [..............................] - ETA: 28:03 - loss: 1090.5059 - logits_profile_predictions_loss: 1053.8045 - logcount_predictions_loss: 1.3798 42/2081 [..............................] - ETA: 28:02 - loss: 1091.1761 - logits_profile_predictions_loss: 1054.4777 - logcount_predictions_loss: 1.3796 43/2081 [..............................] - ETA: 28:01 - loss: 1091.7591 - logits_profile_predictions_loss: 1055.0658 - logcount_predictions_loss: 1.3794 44/2081 [..............................] - ETA: 28:00 - loss: 1092.3451 - logits_profile_predictions_loss: 1055.6524 - logcount_predictions_loss: 1.3794 45/2081 [..............................] - ETA: 27:59 - loss: 1092.8582 - logits_profile_predictions_loss: 1056.1655 - logcount_predictions_loss: 1.3794 46/2081 [..............................] - ETA: 27:59 - loss: 1093.3442 - logits_profile_predictions_loss: 1056.6472 - logcount_predictions_loss: 1.3796 47/2081 [..............................] - ETA: 27:58 - loss: 1093.7475 - logits_profile_predictions_loss: 1057.0469 - logcount_predictions_loss: 1.3797 48/2081 [..............................] - ETA: 27:57 - loss: 1094.0779 - logits_profile_predictions_loss: 1057.3787 - logcount_predictions_loss: 1.3797 49/2081 [..............................] - ETA: 27:56 - loss: 1094.4172 - logits_profile_predictions_loss: 1057.7159 - logcount_predictions_loss: 1.3797 50/2081 [..............................] - ETA: 27:56 - loss: 1094.7167 - logits_profile_predictions_loss: 1058.0119 - logcount_predictions_loss: 1.3799 51/2081 [..............................] - ETA: 27:55 - loss: 1094.9983 - logits_profile_predictions_loss: 1058.2917 - logcount_predictions_loss: 1.3799 52/2081 [..............................] - ETA: 27:54 - loss: 1095.2072 - logits_profile_predictions_loss: 1058.5024 - logcount_predictions_loss: 1.3799 53/2081 [..............................] - ETA: 27:53 - loss: 1095.2879 - logits_profile_predictions_loss: 1058.5872 - logcount_predictions_loss: 1.3797 54/2081 [..............................] - ETA: 27:52 - loss: 1095.4417 - logits_profile_predictions_loss: 1058.7429 - logcount_predictions_loss: 1.3797 55/2081 [..............................] - ETA: 27:51 - loss: 1095.5872 - logits_profile_predictions_loss: 1058.8891 - logcount_predictions_loss: 1.3796 56/2081 [..............................] - ETA: 27:50 - loss: 1095.7586 - logits_profile_predictions_loss: 1059.0596 - logcount_predictions_loss: 1.3797 57/2081 [..............................] - ETA: 27:50 - loss: 1095.9594 - logits_profile_predictions_loss: 1059.2587 - logcount_predictions_loss: 1.3797 58/2081 [..............................] - ETA: 27:49 - loss: 1096.1938 - logits_profile_predictions_loss: 1059.4931 - logcount_predictions_loss: 1.3797 59/2081 [..............................] - ETA: 27:48 - loss: 1096.3669 - logits_profile_predictions_loss: 1059.6669 - logcount_predictions_loss: 1.3797 60/2081 [..............................] - ETA: 27:47 - loss: 1096.4625 - logits_profile_predictions_loss: 1059.7639 - logcount_predictions_loss: 1.3796 61/2081 [..............................] - ETA: 27:47 - loss: 1096.6607 - logits_profile_predictions_loss: 1059.9628 - logcount_predictions_loss: 1.3796 62/2081 [..............................] - ETA: 27:46 - loss: 1096.8081 - logits_profile_predictions_loss: 1060.1128 - logcount_predictions_loss: 1.3795 63/2081 [..............................] - ETA: 27:45 - loss: 1096.9108 - logits_profile_predictions_loss: 1060.2171 - logcount_predictions_loss: 1.3795 64/2081 [..............................] - ETA: 27:44 - loss: 1097.0246 - logits_profile_predictions_loss: 1060.3326 - logcount_predictions_loss: 1.3794 65/2081 [..............................] - ETA: 27:43 - loss: 1097.0905 - logits_profile_predictions_loss: 1060.4027 - logcount_predictions_loss: 1.3792 66/2081 [..............................] - ETA: 27:42 - loss: 1097.1630 - logits_profile_predictions_loss: 1060.4790 - logcount_predictions_loss: 1.3791 67/2081 [..............................] - ETA: 27:42 - loss: 1097.2042 - logits_profile_predictions_loss: 1060.5239 - logcount_predictions_loss: 1.3790 68/2081 [..............................] - ETA: 27:41 - loss: 1097.2245 - logits_profile_predictions_loss: 1060.5488 - logcount_predictions_loss: 1.3788 69/2081 [..............................] - ETA: 27:40 - loss: 1097.2620 - logits_profile_predictions_loss: 1060.5896 - logcount_predictions_loss: 1.3787 70/2081 [>.............................] - ETA: 27:39 - loss: 1097.3012 - logits_profile_predictions_loss: 1060.6334 - logcount_predictions_loss: 1.3785 71/2081 [>.............................] - ETA: 27:38 - loss: 1097.3472 - logits_profile_predictions_loss: 1060.6834 - logcount_predictions_loss: 1.3783 72/2081 [>.............................] - ETA: 27:38 - loss: 1097.4838 - logits_profile_predictions_loss: 1060.8199 - logcount_predictions_loss: 1.3783 73/2081 [>.............................] - ETA: 27:37 - loss: 1097.5912 - logits_profile_predictions_loss: 1060.9279 - logcount_predictions_loss: 1.3783 74/2081 [>.............................] - ETA: 27:36 - loss: 1097.7454 - logits_profile_predictions_loss: 1061.0829 - logcount_predictions_loss: 1.3783 75/2081 [>.............................] - ETA: 27:35 - loss: 1097.9181 - logits_profile_predictions_loss: 1061.2553 - logcount_predictions_loss: 1.3783 76/2081 [>.............................] - ETA: 27:34 - loss: 1098.0844 - logits_profile_predictions_loss: 1061.4207 - logcount_predictions_loss: 1.3783 77/2081 [>.............................] - ETA: 27:33 - loss: 1098.2496 - logits_profile_predictions_loss: 1061.5855 - logcount_predictions_loss: 1.3783 78/2081 [>.............................] - ETA: 27:33 - loss: 1098.4343 - logits_profile_predictions_loss: 1061.7705 - logcount_predictions_loss: 1.3783 79/2081 [>.............................] - ETA: 27:32 - loss: 1098.6457 - logits_profile_predictions_loss: 1061.9804 - logcount_predictions_loss: 1.3784 80/2081 [>.............................] - ETA: 27:31 - loss: 1098.8695 - logits_profile_predictions_loss: 1062.2021 - logcount_predictions_loss: 1.3785 81/2081 [>.............................] - ETA: 27:30 - loss: 1099.0762 - logits_profile_predictions_loss: 1062.4067 - logcount_predictions_loss: 1.3785 82/2081 [>.............................] - ETA: 27:30 - loss: 1099.2650 - logits_profile_predictions_loss: 1062.5935 - logcount_predictions_loss: 1.3786 83/2081 [>.............................] - ETA: 27:29 - loss: 1099.4681 - logits_profile_predictions_loss: 1062.7951 - logcount_predictions_loss: 1.3787 84/2081 [>.............................] - ETA: 27:28 - loss: 1099.6955 - logits_profile_predictions_loss: 1063.0226 - logcount_predictions_loss: 1.3787 85/2081 [>.............................] - ETA: 27:27 - loss: 1099.9240 - logits_profile_predictions_loss: 1063.2511 - logcount_predictions_loss: 1.3787 86/2081 [>.............................] - ETA: 27:26 - loss: 1100.1782 - logits_profile_predictions_loss: 1063.5056 - logcount_predictions_loss: 1.3787 87/2081 [>.............................] - ETA: 27:25 - loss: 1100.4204 - logits_profile_predictions_loss: 1063.7494 - logcount_predictions_loss: 1.3786 88/2081 [>.............................] - ETA: 27:25 - loss: 1100.7381 - logits_profile_predictions_loss: 1064.0676 - logcount_predictions_loss: 1.3786 89/2081 [>.............................] - ETA: 27:24 - loss: 1101.0138 - logits_profile_predictions_loss: 1064.3446 - logcount_predictions_loss: 1.3785 90/2081 [>.............................] - ETA: 27:23 - loss: 1101.2944 - logits_profile_predictions_loss: 1064.6273 - logcount_predictions_loss: 1.3785 91/2081 [>.............................] - ETA: 27:22 - loss: 1101.5561 - logits_profile_predictions_loss: 1064.8918 - logcount_predictions_loss: 1.3784 92/2081 [>.............................] - ETA: 27:21 - loss: 1101.7804 - logits_profile_predictions_loss: 1065.1196 - logcount_predictions_loss: 1.3782 93/2081 [>.............................] - ETA: 27:21 - loss: 1101.9790 - logits_profile_predictions_loss: 1065.3220 - logcount_predictions_loss: 1.3781 94/2081 [>.............................] - ETA: 27:20 - loss: 1102.1742 - logits_profile_predictions_loss: 1065.5208 - logcount_predictions_loss: 1.3779 95/2081 [>.............................] - ETA: 27:19 - loss: 1102.3497 - logits_profile_predictions_loss: 1065.7006 - logcount_predictions_loss: 1.3778 96/2081 [>.............................] - ETA: 27:18 - loss: 1102.5179 - logits_profile_predictions_loss: 1065.8717 - logcount_predictions_loss: 1.3777 97/2081 [>.............................] - ETA: 27:17 - loss: 1102.6974 - logits_profile_predictions_loss: 1066.0533 - logcount_predictions_loss: 1.3776 98/2081 [>.............................] - ETA: 27:17 - loss: 1102.8781 - logits_profile_predictions_loss: 1066.2353 - logcount_predictions_loss: 1.3775 99/2081 [>.............................] - ETA: 27:16 - loss: 1103.0900 - logits_profile_predictions_loss: 1066.4484 - logcount_predictions_loss: 1.3775 100/2081 [>.............................] - ETA: 27:15 - loss: 1103.2907 - logits_profile_predictions_loss: 1066.6491 - logcount_predictions_loss: 1.3775 101/2081 [>.............................] - ETA: 27:14 - loss: 1103.4883 - logits_profile_predictions_loss: 1066.8471 - logcount_predictions_loss: 1.3775 102/2081 [>.............................] - ETA: 27:13 - loss: 1103.7081 - logits_profile_predictions_loss: 1067.0666 - logcount_predictions_loss: 1.3775 103/2081 [>.............................] - ETA: 27:12 - loss: 1103.9108 - logits_profile_predictions_loss: 1067.2692 - logcount_predictions_loss: 1.3775 104/2081 [>.............................] - ETA: 27:12 - loss: 1104.1241 - logits_profile_predictions_loss: 1067.4826 - logcount_predictions_loss: 1.3775 105/2081 [>.............................] - ETA: 27:11 - loss: 1104.3345 - logits_profile_predictions_loss: 1067.6926 - logcount_predictions_loss: 1.3775 106/2081 [>.............................] - ETA: 27:10 - loss: 1104.5125 - logits_profile_predictions_loss: 1067.8713 - logcount_predictions_loss: 1.3775 107/2081 [>.............................] - ETA: 27:09 - loss: 1104.6820 - logits_profile_predictions_loss: 1068.0408 - logcount_predictions_loss: 1.3775 108/2081 [>.............................] - ETA: 27:09 - loss: 1104.8498 - logits_profile_predictions_loss: 1068.2088 - logcount_predictions_loss: 1.3775 109/2081 [>.............................] - ETA: 27:08 - loss: 1105.0153 - logits_profile_predictions_loss: 1068.3743 - logcount_predictions_loss: 1.3775 110/2081 [>.............................] - ETA: 27:07 - loss: 1105.2203 - logits_profile_predictions_loss: 1068.5793 - logcount_predictions_loss: 1.3775 111/2081 [>.............................] - ETA: 27:06 - loss: 1105.4291 - logits_profile_predictions_loss: 1068.7887 - logcount_predictions_loss: 1.3775 112/2081 [>.............................] - ETA: 27:05 - loss: 1105.6554 - logits_profile_predictions_loss: 1069.0159 - logcount_predictions_loss: 1.3774 113/2081 [>.............................] - ETA: 27:04 - loss: 1105.8650 - logits_profile_predictions_loss: 1069.2265 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logcount_predictions_loss: 1.3668 326/2081 [===>..........................] - ETA: 24:09 - loss: 1127.8355 - logits_profile_predictions_loss: 1091.4793 - logcount_predictions_loss: 1.3668 327/2081 [===>..........................] - ETA: 24:09 - loss: 1127.8612 - logits_profile_predictions_loss: 1091.5056 - logcount_predictions_loss: 1.3668 328/2081 [===>..........................] - ETA: 24:08 - loss: 1127.8870 - logits_profile_predictions_loss: 1091.5320 - logcount_predictions_loss: 1.3667 329/2081 [===>..........................] - ETA: 24:07 - loss: 1127.9145 - logits_profile_predictions_loss: 1091.5599 - logcount_predictions_loss: 1.3667 330/2081 [===>..........................] - ETA: 24:06 - loss: 1127.9412 - logits_profile_predictions_loss: 1091.5871 - logcount_predictions_loss: 1.3667 331/2081 [===>..........................] - ETA: 24:05 - loss: 1127.9682 - logits_profile_predictions_loss: 1091.6146 - logcount_predictions_loss: 1.3667 332/2081 [===>..........................] 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- logcount_predictions_loss: 1.3666 339/2081 [===>..........................] - ETA: 23:59 - loss: 1128.2253 - logits_profile_predictions_loss: 1091.8756 - logcount_predictions_loss: 1.3665 340/2081 [===>..........................] - ETA: 23:58 - loss: 1128.2606 - logits_profile_predictions_loss: 1091.9113 - logcount_predictions_loss: 1.3665 341/2081 [===>..........................] - ETA: 23:58 - loss: 1128.2980 - logits_profile_predictions_loss: 1091.9491 - logcount_predictions_loss: 1.3665 342/2081 [===>..........................] - ETA: 23:57 - loss: 1128.3333 - logits_profile_predictions_loss: 1091.9850 - logcount_predictions_loss: 1.3665 343/2081 [===>..........................] - ETA: 23:56 - loss: 1128.3695 - logits_profile_predictions_loss: 1092.0218 - logcount_predictions_loss: 1.3665 344/2081 [===>..........................] - ETA: 23:55 - loss: 1128.4042 - logits_profile_predictions_loss: 1092.0570 - logcount_predictions_loss: 1.3664 345/2081 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1129.1515 - logits_profile_predictions_loss: 1092.8158 - logcount_predictions_loss: 1.3660 365/2081 [====>.........................] - ETA: 23:38 - loss: 1129.1877 - logits_profile_predictions_loss: 1092.8529 - logcount_predictions_loss: 1.3660 366/2081 [====>.........................] - ETA: 23:37 - loss: 1129.2247 - logits_profile_predictions_loss: 1092.8906 - logcount_predictions_loss: 1.3660 367/2081 [====>.........................] - ETA: 23:36 - loss: 1129.2612 - logits_profile_predictions_loss: 1092.9278 - logcount_predictions_loss: 1.3659 368/2081 [====>.........................] - ETA: 23:35 - loss: 1129.2959 - logits_profile_predictions_loss: 1092.9633 - logcount_predictions_loss: 1.3659 369/2081 [====>.........................] - ETA: 23:34 - loss: 1129.3328 - logits_profile_predictions_loss: 1093.0009 - logcount_predictions_loss: 1.3659 370/2081 [====>.........................] - ETA: 23:34 - loss: 1129.3680 - logits_profile_predictions_loss: 1093.0369 - logcount_predictions_loss: 1.3658 371/2081 [====>.........................] - ETA: 23:33 - loss: 1129.4033 - logits_profile_predictions_loss: 1093.0729 - logcount_predictions_loss: 1.3658 372/2081 [====>.........................] - ETA: 23:32 - loss: 1129.4409 - logits_profile_predictions_loss: 1093.1112 - logcount_predictions_loss: 1.3658 373/2081 [====>.........................] - ETA: 23:31 - loss: 1129.4785 - logits_profile_predictions_loss: 1093.1496 - logcount_predictions_loss: 1.3658 374/2081 [====>.........................] - ETA: 23:30 - loss: 1129.5145 - logits_profile_predictions_loss: 1093.1864 - logcount_predictions_loss: 1.3657 375/2081 [====>.........................] - ETA: 23:29 - loss: 1129.5492 - logits_profile_predictions_loss: 1093.2218 - logcount_predictions_loss: 1.3657 376/2081 [====>.........................] - ETA: 23:29 - loss: 1129.5823 - logits_profile_predictions_loss: 1093.2557 - logcount_predictions_loss: 1.3657 377/2081 [====>.........................] 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logcount_predictions_loss: 1.3114 2025/2081 [============================>.] - ETA: 46s - loss: 1135.4298 - logits_profile_predictions_loss: 1100.5479 - logcount_predictions_loss: 1.3113 2026/2081 [============================>.] - ETA: 45s - loss: 1135.4262 - logits_profile_predictions_loss: 1100.5451 - logcount_predictions_loss: 1.3113 2027/2081 [============================>.] - ETA: 44s - loss: 1135.4225 - logits_profile_predictions_loss: 1100.5422 - logcount_predictions_loss: 1.3113 2028/2081 [============================>.] - ETA: 43s - loss: 1135.4189 - logits_profile_predictions_loss: 1100.5394 - logcount_predictions_loss: 1.3113 2029/2081 [============================>.] - ETA: 42s - loss: 1135.4153 - logits_profile_predictions_loss: 1100.5365 - logcount_predictions_loss: 1.3112 2030/2081 [============================>.] - ETA: 42s - loss: 1135.4117 - logits_profile_predictions_loss: 1100.5337 - logcount_predictions_loss: 1.3112 2031/2081 [============================>.] - ETA: 41s - loss: 1135.4081 - logits_profile_predictions_loss: 1100.5308 - logcount_predictions_loss: 1.3112 2032/2081 [============================>.] - ETA: 40s - loss: 1135.4045 - logits_profile_predictions_loss: 1100.5279 - logcount_predictions_loss: 1.3111 2033/2081 [============================>.] - ETA: 39s - loss: 1135.4008 - logits_profile_predictions_loss: 1100.5251 - logcount_predictions_loss: 1.3111 2034/2081 [============================>.] - ETA: 38s - loss: 1135.3972 - logits_profile_predictions_loss: 1100.5222 - logcount_predictions_loss: 1.3111 2035/2081 [============================>.] - ETA: 38s - loss: 1135.3935 - logits_profile_predictions_loss: 1100.5193 - logcount_predictions_loss: 1.3111 2036/2081 [============================>.] - ETA: 37s - loss: 1135.3898 - logits_profile_predictions_loss: 1100.5163 - logcount_predictions_loss: 1.3110 2037/2081 [============================>.] - ETA: 36s - loss: 1135.3861 - logits_profile_predictions_loss: 1100.5134 - logcount_predictions_loss: 1.3110 2038/2081 [============================>.] - ETA: 35s - loss: 1135.3823 - logits_profile_predictions_loss: 1100.5104 - logcount_predictions_loss: 1.3110 2039/2081 [============================>.] - ETA: 34s - loss: 1135.3785 - logits_profile_predictions_loss: 1100.5073 - logcount_predictions_loss: 1.3109 2040/2081 [============================>.] - ETA: 33s - loss: 1135.3748 - logits_profile_predictions_loss: 1100.5043 - logcount_predictions_loss: 1.3109 2041/2081 [============================>.] - ETA: 33s - loss: 1135.3710 - logits_profile_predictions_loss: 1100.5013 - logcount_predictions_loss: 1.3109 2042/2081 [============================>.] - ETA: 32s - loss: 1135.3671 - logits_profile_predictions_loss: 1100.4982 - logcount_predictions_loss: 1.3109 2043/2081 [============================>.] - ETA: 31s - loss: 1135.3632 - logits_profile_predictions_loss: 1100.4951 - logcount_predictions_loss: 1.3108 2044/2081 [============================>.] - ETA: 30s - loss: 1135.3594 - logits_profile_predictions_loss: 1100.4920 - logcount_predictions_loss: 1.3108 2045/2081 [============================>.] - ETA: 29s - loss: 1135.3555 - logits_profile_predictions_loss: 1100.4888 - logcount_predictions_loss: 1.3108 2046/2081 [============================>.] - ETA: 28s - loss: 1135.3516 - logits_profile_predictions_loss: 1100.4857 - logcount_predictions_loss: 1.3107 2047/2081 [============================>.] - ETA: 28s - loss: 1135.3477 - logits_profile_predictions_loss: 1100.4826 - logcount_predictions_loss: 1.3107 2048/2081 [============================>.] - ETA: 27s - loss: 1135.3438 - logits_profile_predictions_loss: 1100.4794 - logcount_predictions_loss: 1.3107 2049/2081 [============================>.] - ETA: 26s - loss: 1135.3399 - logits_profile_predictions_loss: 1100.4763 - logcount_predictions_loss: 1.3107 2050/2081 [============================>.] - ETA: 25s - loss: 1135.3360 - logits_profile_predictions_loss: 1100.4731 - logcount_predictions_loss: 1.3106 2051/2081 [============================>.] - ETA: 24s - loss: 1135.3321 - logits_profile_predictions_loss: 1100.4700 - logcount_predictions_loss: 1.3106 2052/2081 [============================>.] - ETA: 23s - loss: 1135.3282 - logits_profile_predictions_loss: 1100.4668 - logcount_predictions_loss: 1.3106 2053/2081 [============================>.] - ETA: 23s - loss: 1135.3243 - logits_profile_predictions_loss: 1100.4637 - logcount_predictions_loss: 1.3106 2054/2081 [============================>.] - ETA: 22s - loss: 1135.3203 - logits_profile_predictions_loss: 1100.4605 - logcount_predictions_loss: 1.3105 2055/2081 [============================>.] - ETA: 21s - loss: 1135.3164 - logits_profile_predictions_loss: 1100.4573 - logcount_predictions_loss: 1.3105 2056/2081 [============================>.] - ETA: 20s - loss: 1135.3124 - logits_profile_predictions_loss: 1100.4541 - logcount_predictions_loss: 1.3105 2057/2081 [============================>.] - ETA: 19s - loss: 1135.3083 - logits_profile_predictions_loss: 1100.4507 - logcount_predictions_loss: 1.3104 2058/2081 [============================>.] - ETA: 19s - loss: 1135.3041 - logits_profile_predictions_loss: 1100.4473 - logcount_predictions_loss: 1.3104 2059/2081 [============================>.] - ETA: 18s - loss: 1135.3000 - logits_profile_predictions_loss: 1100.4440 - logcount_predictions_loss: 1.3104 2060/2081 [============================>.] - ETA: 17s - loss: 1135.2958 - logits_profile_predictions_loss: 1100.4405 - logcount_predictions_loss: 1.3104 2061/2081 [============================>.] - ETA: 16s - loss: 1135.2916 - logits_profile_predictions_loss: 1100.4370 - logcount_predictions_loss: 1.3103 2062/2081 [============================>.] - ETA: 15s - loss: 1135.2874 - logits_profile_predictions_loss: 1100.4336 - logcount_predictions_loss: 1.3103 2063/2081 [============================>.] - ETA: 14s - loss: 1135.2832 - logits_profile_predictions_loss: 1100.4302 - logcount_predictions_loss: 1.3103 2064/2081 [============================>.] - ETA: 14s - loss: 1135.2791 - logits_profile_predictions_loss: 1100.4269 - logcount_predictions_loss: 1.3102 2065/2081 [============================>.] - ETA: 13s - loss: 1135.2750 - logits_profile_predictions_loss: 1100.4235 - logcount_predictions_loss: 1.3102 2066/2081 [============================>.] - ETA: 12s - loss: 1135.2709 - logits_profile_predictions_loss: 1100.4202 - logcount_predictions_loss: 1.3102 2067/2081 [============================>.] - ETA: 11s - loss: 1135.2667 - logits_profile_predictions_loss: 1100.4168 - logcount_predictions_loss: 1.3102 2068/2081 [============================>.] - ETA: 10s - loss: 1135.2626 - logits_profile_predictions_loss: 1100.4134 - logcount_predictions_loss: 1.3101 2069/2081 [============================>.] - ETA: 9s - loss: 1135.2586 - logits_profile_predictions_loss: 1100.4101 - logcount_predictions_loss: 1.3101  2070/2081 [============================>.] - ETA: 9s - loss: 1135.2544 - logits_profile_predictions_loss: 1100.4067 - logcount_predictions_loss: 1.3101 2071/2081 [============================>.] - ETA: 8s - loss: 1135.2504 - logits_profile_predictions_loss: 1100.4035 - logcount_predictions_loss: 1.3100 2072/2081 [============================>.] - ETA: 7s - loss: 1135.2464 - logits_profile_predictions_loss: 1100.4002 - logcount_predictions_loss: 1.3100 2073/2081 [============================>.] - ETA: 6s - loss: 1135.2424 - logits_profile_predictions_loss: 1100.3969 - logcount_predictions_loss: 1.3100 2074/2081 [============================>.] - ETA: 5s - loss: 1135.2383 - logits_profile_predictions_loss: 1100.3936 - logcount_predictions_loss: 1.3100 2075/2081 [============================>.] - ETA: 4s - loss: 1135.2341 - logits_profile_predictions_loss: 1100.3902 - logcount_predictions_loss: 1.3099 2076/2081 [============================>.] - ETA: 4s - loss: 1135.2300 - logits_profile_predictions_loss: 1100.3868 - logcount_predictions_loss: 1.3099 2077/2081 [============================>.] - ETA: 3s - loss: 1135.2259 - logits_profile_predictions_loss: 1100.3834 - logcount_predictions_loss: 1.3099 2078/2081 [============================>.] - ETA: 2s - loss: 1135.2218 - logits_profile_predictions_loss: 1100.3801 - logcount_predictions_loss: 1.3098 2079/2081 [============================>.] - ETA: 1s - loss: 1135.2177 - logits_profile_predictions_loss: 1100.3767 - logcount_predictions_loss: 1.3098 2080/2081 [============================>.] - ETA: 0s - loss: 1135.2136 - logits_profile_predictions_loss: 1100.3733 - logcount_predictions_loss: 1.3098 2081/2081 [==============================] - ETA: 0s - loss: 1135.2095 - logits_profile_predictions_loss: 1100.3700 - logcount_predictions_loss: 1.3098 2081/2081 [==============================] - 1781s 856ms/step - loss: 1135.2055 - logits_profile_predictions_loss: 1100.3667 - logcount_predictions_loss: 1.3097 - val_loss: 1139.5125 - val_logits_profile_predictions_loss: 1108.1906 - val_logcount_predictions_loss: 1.1775 + +Epoch 00002: val_loss improved from 1193.81750 to 1139.51245, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 3/50 + 1/2081 [..............................] - ETA: 29:53 - loss: 1055.7920 - logits_profile_predictions_loss: 1021.6203 - logcount_predictions_loss: 1.2846 2/2081 [..............................] - ETA: 28:25 - loss: 1034.1284 - logits_profile_predictions_loss: 997.3887 - logcount_predictions_loss: 1.3812  3/2081 [..............................] - ETA: 28:27 - loss: 1040.1915 - logits_profile_predictions_loss: 1003.0573 - logcount_predictions_loss: 1.3960 4/2081 [..............................] - ETA: 28:28 - loss: 1045.1903 - logits_profile_predictions_loss: 1009.0280 - logcount_predictions_loss: 1.3595 5/2081 [..............................] - ETA: 28:29 - loss: 1043.5836 - logits_profile_predictions_loss: 1008.3256 - logcount_predictions_loss: 1.3255 6/2081 [..............................] - ETA: 28:30 - loss: 1046.0775 - logits_profile_predictions_loss: 1011.5367 - logcount_predictions_loss: 1.2985 7/2081 [..............................] - ETA: 28:29 - loss: 1048.4774 - logits_profile_predictions_loss: 1014.5141 - logcount_predictions_loss: 1.2768 8/2081 [..............................] - ETA: 28:29 - loss: 1050.5467 - logits_profile_predictions_loss: 1017.1496 - logcount_predictions_loss: 1.2555 9/2081 [..............................] - ETA: 28:26 - loss: 1052.8144 - logits_profile_predictions_loss: 1019.8988 - logcount_predictions_loss: 1.2374 10/2081 [..............................] - ETA: 28:26 - loss: 1057.3965 - logits_profile_predictions_loss: 1024.8857 - logcount_predictions_loss: 1.2222 11/2081 [..............................] - ETA: 28:24 - loss: 1060.4861 - logits_profile_predictions_loss: 1028.2118 - logcount_predictions_loss: 1.2133 12/2081 [..............................] - ETA: 28:24 - loss: 1062.6233 - logits_profile_predictions_loss: 1030.5864 - logcount_predictions_loss: 1.2044 13/2081 [..............................] - ETA: 28:24 - loss: 1063.6790 - logits_profile_predictions_loss: 1031.8820 - logcount_predictions_loss: 1.1954 14/2081 [..............................] - ETA: 28:23 - loss: 1064.8556 - logits_profile_predictions_loss: 1033.2592 - logcount_predictions_loss: 1.1878 15/2081 [..............................] - ETA: 28:23 - loss: 1066.0381 - logits_profile_predictions_loss: 1034.6540 - logcount_predictions_loss: 1.1799 16/2081 [..............................] - ETA: 28:22 - loss: 1067.3642 - logits_profile_predictions_loss: 1036.1802 - logcount_predictions_loss: 1.1723 17/2081 [..............................] - ETA: 28:22 - loss: 1068.5785 - logits_profile_predictions_loss: 1037.5700 - logcount_predictions_loss: 1.1657 18/2081 [..............................] - ETA: 28:21 - loss: 1069.4474 - logits_profile_predictions_loss: 1038.5996 - logcount_predictions_loss: 1.1597 19/2081 [..............................] - ETA: 28:20 - loss: 1070.0407 - logits_profile_predictions_loss: 1039.3221 - logcount_predictions_loss: 1.1548 20/2081 [..............................] - ETA: 28:19 - loss: 1070.1702 - logits_profile_predictions_loss: 1039.5676 - logcount_predictions_loss: 1.1505 21/2081 [..............................] - ETA: 28:18 - loss: 1070.7339 - logits_profile_predictions_loss: 1040.2157 - logcount_predictions_loss: 1.1473 22/2081 [..............................] - ETA: 28:17 - loss: 1071.0205 - logits_profile_predictions_loss: 1040.5771 - logcount_predictions_loss: 1.1445 23/2081 [..............................] - ETA: 28:17 - loss: 1071.3723 - logits_profile_predictions_loss: 1040.9958 - logcount_predictions_loss: 1.1420 24/2081 [..............................] - ETA: 28:16 - loss: 1071.7365 - logits_profile_predictions_loss: 1041.4374 - logcount_predictions_loss: 1.1391 25/2081 [..............................] - ETA: 28:15 - loss: 1072.1662 - logits_profile_predictions_loss: 1041.9410 - logcount_predictions_loss: 1.1363 26/2081 [..............................] - ETA: 28:15 - loss: 1072.5488 - logits_profile_predictions_loss: 1042.3845 - logcount_predictions_loss: 1.1340 27/2081 [..............................] - ETA: 28:14 - loss: 1072.7278 - logits_profile_predictions_loss: 1042.6256 - logcount_predictions_loss: 1.1317 28/2081 [..............................] - ETA: 28:14 - loss: 1072.9604 - logits_profile_predictions_loss: 1042.9120 - logcount_predictions_loss: 1.1296 29/2081 [..............................] - ETA: 28:13 - loss: 1073.1367 - logits_profile_predictions_loss: 1043.1361 - logcount_predictions_loss: 1.1278 30/2081 [..............................] - ETA: 28:12 - loss: 1073.3609 - logits_profile_predictions_loss: 1043.3968 - logcount_predictions_loss: 1.1265 31/2081 [..............................] - ETA: 28:11 - loss: 1073.6791 - logits_profile_predictions_loss: 1043.7455 - logcount_predictions_loss: 1.1253 32/2081 [..............................] - ETA: 28:10 - loss: 1073.9044 - logits_profile_predictions_loss: 1044.0007 - logcount_predictions_loss: 1.1242 33/2081 [..............................] - ETA: 28:10 - loss: 1073.9503 - logits_profile_predictions_loss: 1044.0727 - logcount_predictions_loss: 1.1232 34/2081 [..............................] - ETA: 28:09 - loss: 1074.4063 - logits_profile_predictions_loss: 1044.5410 - logcount_predictions_loss: 1.1228 35/2081 [..............................] - ETA: 28:08 - loss: 1074.9559 - logits_profile_predictions_loss: 1045.1036 - logcount_predictions_loss: 1.1223 36/2081 [..............................] - ETA: 28:08 - loss: 1075.3895 - logits_profile_predictions_loss: 1045.5432 - logcount_predictions_loss: 1.1220 37/2081 [..............................] - ETA: 28:07 - loss: 1075.6685 - logits_profile_predictions_loss: 1045.8303 - logcount_predictions_loss: 1.1217 38/2081 [..............................] - ETA: 28:06 - loss: 1075.9555 - logits_profile_predictions_loss: 1046.1187 - logcount_predictions_loss: 1.1217 39/2081 [..............................] - ETA: 28:05 - loss: 1076.2549 - logits_profile_predictions_loss: 1046.4199 - logcount_predictions_loss: 1.1216 40/2081 [..............................] - ETA: 28:05 - loss: 1076.5727 - logits_profile_predictions_loss: 1046.7373 - logcount_predictions_loss: 1.1216 41/2081 [..............................] - ETA: 28:04 - loss: 1076.8235 - logits_profile_predictions_loss: 1046.9891 - logcount_predictions_loss: 1.1216 42/2081 [..............................] - ETA: 28:03 - loss: 1077.3152 - logits_profile_predictions_loss: 1047.4835 - logcount_predictions_loss: 1.1215 43/2081 [..............................] - ETA: 28:02 - loss: 1077.7748 - logits_profile_predictions_loss: 1047.9457 - logcount_predictions_loss: 1.1214 44/2081 [..............................] - ETA: 28:01 - loss: 1078.1863 - logits_profile_predictions_loss: 1048.3536 - logcount_predictions_loss: 1.1215 45/2081 [..............................] - ETA: 28:00 - loss: 1078.5149 - logits_profile_predictions_loss: 1048.6824 - logcount_predictions_loss: 1.1215 46/2081 [..............................] - ETA: 27:59 - loss: 1078.8945 - logits_profile_predictions_loss: 1049.0629 - logcount_predictions_loss: 1.1215 47/2081 [..............................] - ETA: 27:59 - loss: 1079.2069 - logits_profile_predictions_loss: 1049.3755 - logcount_predictions_loss: 1.1215 48/2081 [..............................] - ETA: 27:58 - loss: 1079.6017 - logits_profile_predictions_loss: 1049.7686 - logcount_predictions_loss: 1.1215 49/2081 [..............................] - ETA: 27:57 - loss: 1079.9953 - logits_profile_predictions_loss: 1050.1596 - logcount_predictions_loss: 1.1216 50/2081 [..............................] - ETA: 27:56 - loss: 1080.2975 - logits_profile_predictions_loss: 1050.4589 - logcount_predictions_loss: 1.1217 51/2081 [..............................] - ETA: 27:56 - loss: 1080.6373 - logits_profile_predictions_loss: 1050.7929 - logcount_predictions_loss: 1.1220 52/2081 [..............................] - ETA: 27:55 - loss: 1080.9013 - logits_profile_predictions_loss: 1051.0522 - logcount_predictions_loss: 1.1221 53/2081 [..............................] - ETA: 27:54 - loss: 1081.0959 - logits_profile_predictions_loss: 1051.2426 - logcount_predictions_loss: 1.1223 54/2081 [..............................] - ETA: 27:53 - loss: 1081.3011 - logits_profile_predictions_loss: 1051.4420 - logcount_predictions_loss: 1.1225 55/2081 [..............................] - ETA: 27:52 - loss: 1081.4159 - logits_profile_predictions_loss: 1051.5501 - logcount_predictions_loss: 1.1228 56/2081 [..............................] - ETA: 27:51 - loss: 1081.5246 - logits_profile_predictions_loss: 1051.6542 - logcount_predictions_loss: 1.1229 57/2081 [..............................] - ETA: 27:51 - loss: 1081.6325 - logits_profile_predictions_loss: 1051.7566 - logcount_predictions_loss: 1.1232 58/2081 [..............................] - ETA: 27:50 - loss: 1081.7378 - logits_profile_predictions_loss: 1051.8560 - logcount_predictions_loss: 1.1234 59/2081 [..............................] - ETA: 27:49 - loss: 1081.8774 - logits_profile_predictions_loss: 1051.9887 - logcount_predictions_loss: 1.1236 60/2081 [..............................] - ETA: 27:48 - loss: 1082.0500 - logits_profile_predictions_loss: 1052.1557 - logcount_predictions_loss: 1.1238 61/2081 [..............................] - ETA: 27:47 - loss: 1082.2164 - logits_profile_predictions_loss: 1052.3163 - logcount_predictions_loss: 1.1241 62/2081 [..............................] - ETA: 27:47 - loss: 1082.4212 - logits_profile_predictions_loss: 1052.5160 - logcount_predictions_loss: 1.1242 63/2081 [..............................] - ETA: 27:46 - loss: 1082.5839 - logits_profile_predictions_loss: 1052.6746 - logcount_predictions_loss: 1.1244 64/2081 [..............................] - ETA: 27:45 - loss: 1082.7898 - logits_profile_predictions_loss: 1052.8786 - logcount_predictions_loss: 1.1245 65/2081 [..............................] - ETA: 27:44 - loss: 1083.0373 - logits_profile_predictions_loss: 1053.1225 - logcount_predictions_loss: 1.1246 66/2081 [..............................] - ETA: 27:43 - loss: 1083.2756 - logits_profile_predictions_loss: 1053.3590 - logcount_predictions_loss: 1.1247 67/2081 [..............................] - ETA: 27:42 - loss: 1083.4736 - logits_profile_predictions_loss: 1053.5562 - logcount_predictions_loss: 1.1247 68/2081 [..............................] - ETA: 27:41 - loss: 1083.6276 - logits_profile_predictions_loss: 1053.7104 - logcount_predictions_loss: 1.1247 69/2081 [..............................] - ETA: 27:41 - loss: 1083.8463 - logits_profile_predictions_loss: 1053.9289 - logcount_predictions_loss: 1.1247 70/2081 [>.............................] - ETA: 27:40 - loss: 1084.0091 - logits_profile_predictions_loss: 1054.0910 - logcount_predictions_loss: 1.1247 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[=====>........................] - ETA: 22:21 - loss: 1095.2279 - logits_profile_predictions_loss: 1065.3408 - logcount_predictions_loss: 1.1236 458/2081 [=====>........................] - ETA: 22:20 - loss: 1095.2579 - logits_profile_predictions_loss: 1065.3701 - logcount_predictions_loss: 1.1236 459/2081 [=====>........................] - ETA: 22:19 - loss: 1095.2897 - logits_profile_predictions_loss: 1065.4010 - logcount_predictions_loss: 1.1236 460/2081 [=====>........................] - ETA: 22:18 - loss: 1095.3208 - logits_profile_predictions_loss: 1065.4312 - logcount_predictions_loss: 1.1237 461/2081 [=====>........................] - ETA: 22:17 - loss: 1095.3514 - logits_profile_predictions_loss: 1065.4610 - logcount_predictions_loss: 1.1237 462/2081 [=====>........................] - ETA: 22:16 - loss: 1095.3819 - logits_profile_predictions_loss: 1065.4906 - logcount_predictions_loss: 1.1237 463/2081 [=====>........................] - ETA: 22:16 - loss: 1095.4123 - 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loss: 1098.2411 - logits_profile_predictions_loss: 1068.4414 - logcount_predictions_loss: 1.1203 2080/2081 [============================>.] - ETA: 0s - loss: 1098.2388 - logits_profile_predictions_loss: 1068.4393 - logcount_predictions_loss: 1.1203 2081/2081 [==============================] - ETA: 0s - loss: 1098.2365 - logits_profile_predictions_loss: 1068.4373 - logcount_predictions_loss: 1.1203 2081/2081 [==============================] - 1780s 855ms/step - loss: 1098.2343 - logits_profile_predictions_loss: 1068.4352 - logcount_predictions_loss: 1.1203 - val_loss: 1160.9725 - val_logits_profile_predictions_loss: 1133.7847 - val_logcount_predictions_loss: 1.0221 + +Epoch 00003: val_loss did not improve from 1139.51245 +Epoch 4/50 + 1/2081 [..............................] - ETA: 30:05 - loss: 976.0639 - logits_profile_predictions_loss: 949.3461 - logcount_predictions_loss: 1.0044 2/2081 [..............................] - ETA: 28:23 - loss: 979.8661 - logits_profile_predictions_loss: 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logcount_predictions_loss: 1.0715 390/2081 [====>.........................] - ETA: 23:13 - loss: 1082.9912 - logits_profile_predictions_loss: 1054.4905 - logcount_predictions_loss: 1.0715 391/2081 [====>.........................] - ETA: 23:12 - loss: 1082.9989 - logits_profile_predictions_loss: 1054.4994 - logcount_predictions_loss: 1.0714 392/2081 [====>.........................] - ETA: 23:11 - loss: 1083.0065 - logits_profile_predictions_loss: 1054.5081 - logcount_predictions_loss: 1.0714 393/2081 [====>.........................] - ETA: 23:11 - loss: 1083.0135 - logits_profile_predictions_loss: 1054.5162 - logcount_predictions_loss: 1.0713 394/2081 [====>.........................] - ETA: 23:10 - loss: 1083.0205 - logits_profile_predictions_loss: 1054.5244 - logcount_predictions_loss: 1.0713 395/2081 [====>.........................] - ETA: 23:09 - loss: 1083.0279 - logits_profile_predictions_loss: 1054.5329 - logcount_predictions_loss: 1.0713 396/2081 [====>.........................] 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logcount_predictions_loss: 1.0492 2044/2081 [============================>.] - ETA: 30s - loss: 1080.8609 - logits_profile_predictions_loss: 1052.9520 - logcount_predictions_loss: 1.0492 2045/2081 [============================>.] - ETA: 29s - loss: 1080.8583 - logits_profile_predictions_loss: 1052.9496 - logcount_predictions_loss: 1.0492 2046/2081 [============================>.] - ETA: 28s - loss: 1080.8557 - logits_profile_predictions_loss: 1052.9472 - logcount_predictions_loss: 1.0492 2047/2081 [============================>.] - ETA: 28s - loss: 1080.8531 - logits_profile_predictions_loss: 1052.9448 - logcount_predictions_loss: 1.0492 2048/2081 [============================>.] - ETA: 27s - loss: 1080.8505 - logits_profile_predictions_loss: 1052.9424 - logcount_predictions_loss: 1.0492 2049/2081 [============================>.] - ETA: 26s - loss: 1080.8480 - logits_profile_predictions_loss: 1052.9401 - logcount_predictions_loss: 1.0492 2050/2081 [============================>.] - ETA: 25s - loss: 1080.8454 - logits_profile_predictions_loss: 1052.9377 - logcount_predictions_loss: 1.0492 2051/2081 [============================>.] - ETA: 24s - loss: 1080.8429 - logits_profile_predictions_loss: 1052.9353 - logcount_predictions_loss: 1.0492 2052/2081 [============================>.] - ETA: 23s - loss: 1080.8403 - logits_profile_predictions_loss: 1052.9329 - logcount_predictions_loss: 1.0492 2053/2081 [============================>.] - ETA: 23s - loss: 1080.8377 - logits_profile_predictions_loss: 1052.9305 - logcount_predictions_loss: 1.0492 2054/2081 [============================>.] - ETA: 22s - loss: 1080.8351 - logits_profile_predictions_loss: 1052.9281 - logcount_predictions_loss: 1.0492 2055/2081 [============================>.] - ETA: 21s - loss: 1080.8325 - logits_profile_predictions_loss: 1052.9257 - logcount_predictions_loss: 1.0491 2056/2081 [============================>.] - ETA: 20s - loss: 1080.8299 - logits_profile_predictions_loss: 1052.9232 - logcount_predictions_loss: 1.0491 2057/2081 [============================>.] - ETA: 19s - loss: 1080.8273 - logits_profile_predictions_loss: 1052.9208 - logcount_predictions_loss: 1.0491 2058/2081 [============================>.] - ETA: 18s - loss: 1080.8247 - logits_profile_predictions_loss: 1052.9184 - logcount_predictions_loss: 1.0491 2059/2081 [============================>.] - ETA: 18s - loss: 1080.8221 - logits_profile_predictions_loss: 1052.9160 - logcount_predictions_loss: 1.0491 2060/2081 [============================>.] - ETA: 17s - loss: 1080.8196 - logits_profile_predictions_loss: 1052.9137 - logcount_predictions_loss: 1.0491 2061/2081 [============================>.] - ETA: 16s - loss: 1080.8170 - logits_profile_predictions_loss: 1052.9113 - logcount_predictions_loss: 1.0491 2062/2081 [============================>.] - ETA: 15s - loss: 1080.8144 - logits_profile_predictions_loss: 1052.9089 - logcount_predictions_loss: 1.0491 2063/2081 [============================>.] - ETA: 14s - loss: 1080.8118 - logits_profile_predictions_loss: 1052.9065 - logcount_predictions_loss: 1.0491 2064/2081 [============================>.] - ETA: 14s - loss: 1080.8093 - logits_profile_predictions_loss: 1052.9041 - logcount_predictions_loss: 1.0491 2065/2081 [============================>.] - ETA: 13s - loss: 1080.8067 - logits_profile_predictions_loss: 1052.9018 - logcount_predictions_loss: 1.0491 2066/2081 [============================>.] - ETA: 12s - loss: 1080.8041 - logits_profile_predictions_loss: 1052.8994 - logcount_predictions_loss: 1.0491 2067/2081 [============================>.] - ETA: 11s - loss: 1080.8015 - logits_profile_predictions_loss: 1052.8969 - logcount_predictions_loss: 1.0491 2068/2081 [============================>.] - ETA: 10s - loss: 1080.7989 - logits_profile_predictions_loss: 1052.8945 - logcount_predictions_loss: 1.0491 2069/2081 [============================>.] - ETA: 9s - loss: 1080.7962 - logits_profile_predictions_loss: 1052.8920 - logcount_predictions_loss: 1.0491  2070/2081 [============================>.] - ETA: 9s - loss: 1080.7936 - logits_profile_predictions_loss: 1052.8895 - logcount_predictions_loss: 1.0490 2071/2081 [============================>.] - ETA: 8s - loss: 1080.7909 - logits_profile_predictions_loss: 1052.8870 - logcount_predictions_loss: 1.0490 2072/2081 [============================>.] - ETA: 7s - loss: 1080.7882 - logits_profile_predictions_loss: 1052.8845 - logcount_predictions_loss: 1.0490 2073/2081 [============================>.] - ETA: 6s - loss: 1080.7855 - logits_profile_predictions_loss: 1052.8820 - logcount_predictions_loss: 1.0490 2074/2081 [============================>.] - ETA: 5s - loss: 1080.7828 - logits_profile_predictions_loss: 1052.8795 - logcount_predictions_loss: 1.0490 2075/2081 [============================>.] - ETA: 4s - loss: 1080.7800 - logits_profile_predictions_loss: 1052.8769 - logcount_predictions_loss: 1.0490 2076/2081 [============================>.] - ETA: 4s - loss: 1080.7772 - logits_profile_predictions_loss: 1052.8743 - logcount_predictions_loss: 1.0490 2077/2081 [============================>.] - ETA: 3s - loss: 1080.7744 - logits_profile_predictions_loss: 1052.8717 - logcount_predictions_loss: 1.0490 2078/2081 [============================>.] - ETA: 2s - loss: 1080.7715 - logits_profile_predictions_loss: 1052.8690 - logcount_predictions_loss: 1.0490 2079/2081 [============================>.] - ETA: 1s - loss: 1080.7687 - logits_profile_predictions_loss: 1052.8664 - logcount_predictions_loss: 1.0490 2080/2081 [============================>.] - ETA: 0s - loss: 1080.7659 - logits_profile_predictions_loss: 1052.8638 - logcount_predictions_loss: 1.0490 2081/2081 [==============================] - ETA: 0s - loss: 1080.7631 - logits_profile_predictions_loss: 1052.8611 - logcount_predictions_loss: 1.0490 2081/2081 [==============================] - 1776s 853ms/step - loss: 1080.7603 - logits_profile_predictions_loss: 1052.8585 - logcount_predictions_loss: 1.0490 - val_loss: 1115.1984 - val_logits_profile_predictions_loss: 1082.9365 - val_logcount_predictions_loss: 1.2128 + +Epoch 00004: val_loss improved from 1139.51245 to 1115.19836, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/2081 [..............................] - ETA: 30:13 - loss: 1153.3053 - logits_profile_predictions_loss: 1125.8682 - logcount_predictions_loss: 1.0315 2/2081 [..............................] - ETA: 28:30 - loss: 1112.3583 - logits_profile_predictions_loss: 1079.5662 - logcount_predictions_loss: 1.2328 3/2081 [..............................] - ETA: 28:35 - loss: 1134.2142 - logits_profile_predictions_loss: 1100.5741 - logcount_predictions_loss: 1.2647 4/2081 [..............................] - ETA: 28:34 - loss: 1141.2017 - logits_profile_predictions_loss: 1107.7798 - logcount_predictions_loss: 1.2565 5/2081 [..............................] - ETA: 28:33 - loss: 1145.9081 - logits_profile_predictions_loss: 1112.9677 - logcount_predictions_loss: 1.2384 6/2081 [..............................] - ETA: 28:31 - loss: 1145.1533 - logits_profile_predictions_loss: 1112.5241 - logcount_predictions_loss: 1.2267 7/2081 [..............................] - ETA: 28:30 - loss: 1144.1968 - logits_profile_predictions_loss: 1111.8566 - logcount_predictions_loss: 1.2158 8/2081 [..............................] - ETA: 28:27 - loss: 1145.6984 - logits_profile_predictions_loss: 1113.4915 - logcount_predictions_loss: 1.2108 9/2081 [..............................] - ETA: 28:26 - loss: 1146.2415 - logits_profile_predictions_loss: 1114.2007 - logcount_predictions_loss: 1.2045 10/2081 [..............................] - ETA: 28:25 - loss: 1145.7020 - logits_profile_predictions_loss: 1113.8761 - logcount_predictions_loss: 1.1965 11/2081 [..............................] - ETA: 28:24 - loss: 1146.9809 - logits_profile_predictions_loss: 1115.3944 - logcount_predictions_loss: 1.1875 12/2081 [..............................] - ETA: 28:24 - loss: 1146.8190 - logits_profile_predictions_loss: 1115.4901 - logcount_predictions_loss: 1.1778 13/2081 [..............................] - ETA: 28:22 - loss: 1147.4305 - logits_profile_predictions_loss: 1116.3288 - logcount_predictions_loss: 1.1692 14/2081 [..............................] - ETA: 28:21 - loss: 1147.4743 - logits_profile_predictions_loss: 1116.6057 - logcount_predictions_loss: 1.1605 15/2081 [..............................] - ETA: 28:21 - loss: 1147.3095 - logits_profile_predictions_loss: 1116.6699 - logcount_predictions_loss: 1.1519 16/2081 [..............................] - ETA: 28:21 - loss: 1146.9128 - logits_profile_predictions_loss: 1116.4714 - logcount_predictions_loss: 1.1444 17/2081 [..............................] - ETA: 28:19 - loss: 1145.4522 - logits_profile_predictions_loss: 1115.2218 - logcount_predictions_loss: 1.1365 18/2081 [..............................] - ETA: 28:19 - loss: 1144.5093 - logits_profile_predictions_loss: 1114.4508 - logcount_predictions_loss: 1.1300 19/2081 [..............................] - ETA: 28:18 - loss: 1143.6967 - logits_profile_predictions_loss: 1113.7950 - logcount_predictions_loss: 1.1241 20/2081 [..............................] - ETA: 28:17 - loss: 1143.0277 - logits_profile_predictions_loss: 1113.2651 - logcount_predictions_loss: 1.1189 21/2081 [..............................] - ETA: 28:17 - loss: 1142.1167 - logits_profile_predictions_loss: 1112.4708 - logcount_predictions_loss: 1.1145 22/2081 [..............................] - ETA: 28:16 - loss: 1141.1462 - logits_profile_predictions_loss: 1111.6096 - logcount_predictions_loss: 1.1104 23/2081 [..............................] - ETA: 28:16 - loss: 1140.3340 - logits_profile_predictions_loss: 1110.8908 - logcount_predictions_loss: 1.1069 24/2081 [..............................] - ETA: 28:15 - loss: 1139.4167 - logits_profile_predictions_loss: 1110.0743 - logcount_predictions_loss: 1.1031 25/2081 [..............................] - ETA: 28:15 - loss: 1138.4262 - logits_profile_predictions_loss: 1109.1752 - logcount_predictions_loss: 1.0997 26/2081 [..............................] - ETA: 28:14 - loss: 1137.3781 - logits_profile_predictions_loss: 1108.2150 - logcount_predictions_loss: 1.0964 27/2081 [..............................] - ETA: 28:13 - loss: 1135.9790 - logits_profile_predictions_loss: 1106.9023 - logcount_predictions_loss: 1.0931 28/2081 [..............................] - ETA: 28:13 - loss: 1134.8945 - logits_profile_predictions_loss: 1105.8915 - logcount_predictions_loss: 1.0903 29/2081 [..............................] - ETA: 28:12 - loss: 1133.6713 - logits_profile_predictions_loss: 1104.7426 - logcount_predictions_loss: 1.0875 30/2081 [..............................] - ETA: 28:11 - loss: 1132.5277 - logits_profile_predictions_loss: 1103.6716 - logcount_predictions_loss: 1.0848 31/2081 [..............................] - ETA: 28:10 - loss: 1131.6135 - logits_profile_predictions_loss: 1102.8254 - logcount_predictions_loss: 1.0823 32/2081 [..............................] - ETA: 28:09 - loss: 1130.5860 - logits_profile_predictions_loss: 1101.8473 - logcount_predictions_loss: 1.0804 33/2081 [..............................] - ETA: 28:09 - loss: 1129.5398 - logits_profile_predictions_loss: 1100.8540 - logcount_predictions_loss: 1.0784 34/2081 [..............................] - ETA: 28:08 - loss: 1128.6064 - logits_profile_predictions_loss: 1099.9771 - logcount_predictions_loss: 1.0763 35/2081 [..............................] - ETA: 28:07 - loss: 1127.7376 - logits_profile_predictions_loss: 1099.1680 - logcount_predictions_loss: 1.0740 36/2081 [..............................] - ETA: 28:06 - loss: 1126.9107 - logits_profile_predictions_loss: 1098.4015 - logcount_predictions_loss: 1.0718 37/2081 [..............................] - ETA: 28:05 - loss: 1126.1634 - logits_profile_predictions_loss: 1097.7057 - logcount_predictions_loss: 1.0698 38/2081 [..............................] - ETA: 28:04 - loss: 1125.4043 - logits_profile_predictions_loss: 1097.0007 - logcount_predictions_loss: 1.0678 39/2081 [..............................] - ETA: 28:03 - loss: 1124.5790 - logits_profile_predictions_loss: 1096.2230 - logcount_predictions_loss: 1.0660 40/2081 [..............................] - ETA: 28:03 - loss: 1123.7246 - logits_profile_predictions_loss: 1095.4131 - logcount_predictions_loss: 1.0643 41/2081 [..............................] - ETA: 28:02 - loss: 1122.8469 - logits_profile_predictions_loss: 1094.5803 - logcount_predictions_loss: 1.0627 42/2081 [..............................] - ETA: 28:01 - loss: 1122.0304 - logits_profile_predictions_loss: 1093.8114 - logcount_predictions_loss: 1.0609 43/2081 [..............................] - ETA: 28:00 - loss: 1121.1849 - logits_profile_predictions_loss: 1093.0120 - logcount_predictions_loss: 1.0591 44/2081 [..............................] - ETA: 28:00 - loss: 1120.3543 - logits_profile_predictions_loss: 1092.2252 - logcount_predictions_loss: 1.0575 45/2081 [..............................] - ETA: 27:59 - loss: 1119.5241 - logits_profile_predictions_loss: 1091.4349 - logcount_predictions_loss: 1.0560 46/2081 [..............................] - ETA: 27:58 - loss: 1118.8109 - logits_profile_predictions_loss: 1090.7595 - logcount_predictions_loss: 1.0546 47/2081 [..............................] - ETA: 27:57 - loss: 1118.1758 - logits_profile_predictions_loss: 1090.1626 - logcount_predictions_loss: 1.0531 48/2081 [..............................] - ETA: 27:56 - loss: 1117.4866 - logits_profile_predictions_loss: 1089.5127 - logcount_predictions_loss: 1.0517 49/2081 [..............................] - ETA: 27:56 - loss: 1116.8221 - logits_profile_predictions_loss: 1088.8849 - logcount_predictions_loss: 1.0503 50/2081 [..............................] - ETA: 27:55 - loss: 1116.2237 - logits_profile_predictions_loss: 1088.3229 - logcount_predictions_loss: 1.0489 51/2081 [..............................] - ETA: 27:54 - loss: 1115.5443 - logits_profile_predictions_loss: 1087.6786 - logcount_predictions_loss: 1.0476 52/2081 [..............................] - ETA: 27:53 - loss: 1114.9194 - logits_profile_predictions_loss: 1087.0887 - logcount_predictions_loss: 1.0463 53/2081 [..............................] - ETA: 27:52 - loss: 1114.2949 - logits_profile_predictions_loss: 1086.4924 - logcount_predictions_loss: 1.0452 54/2081 [..............................] - ETA: 27:52 - loss: 1113.6203 - logits_profile_predictions_loss: 1085.8475 - logcount_predictions_loss: 1.0441 55/2081 [..............................] - ETA: 27:51 - loss: 1112.9544 - logits_profile_predictions_loss: 1085.2082 - logcount_predictions_loss: 1.0431 56/2081 [..............................] - ETA: 27:50 - loss: 1112.2945 - logits_profile_predictions_loss: 1084.5710 - logcount_predictions_loss: 1.0422 57/2081 [..............................] - ETA: 27:49 - loss: 1111.6231 - logits_profile_predictions_loss: 1083.9206 - logcount_predictions_loss: 1.0414 58/2081 [..............................] - ETA: 27:49 - loss: 1111.0281 - logits_profile_predictions_loss: 1083.3440 - logcount_predictions_loss: 1.0408 59/2081 [..............................] - ETA: 27:48 - loss: 1110.4808 - logits_profile_predictions_loss: 1082.8124 - logcount_predictions_loss: 1.0402 60/2081 [..............................] - ETA: 27:47 - loss: 1109.9151 - logits_profile_predictions_loss: 1082.2622 - logcount_predictions_loss: 1.0396 61/2081 [..............................] - ETA: 27:46 - loss: 1109.3080 - logits_profile_predictions_loss: 1081.6641 - logcount_predictions_loss: 1.0392 62/2081 [..............................] - ETA: 27:45 - loss: 1108.7054 - logits_profile_predictions_loss: 1081.0694 - logcount_predictions_loss: 1.0389 63/2081 [..............................] - ETA: 27:44 - loss: 1108.0856 - logits_profile_predictions_loss: 1080.4577 - logcount_predictions_loss: 1.0386 64/2081 [..............................] - ETA: 27:44 - loss: 1107.4549 - logits_profile_predictions_loss: 1079.8369 - logcount_predictions_loss: 1.0383 65/2081 [..............................] - ETA: 27:43 - loss: 1106.9044 - logits_profile_predictions_loss: 1079.2900 - logcount_predictions_loss: 1.0381 66/2081 [..............................] - ETA: 27:42 - loss: 1106.3146 - logits_profile_predictions_loss: 1078.7013 - logcount_predictions_loss: 1.0381 67/2081 [..............................] - ETA: 27:41 - loss: 1105.6912 - logits_profile_predictions_loss: 1078.0772 - logcount_predictions_loss: 1.0381 68/2081 [..............................] - ETA: 27:41 - loss: 1105.0701 - logits_profile_predictions_loss: 1077.4537 - logcount_predictions_loss: 1.0382 69/2081 [..............................] - ETA: 27:40 - loss: 1104.4801 - logits_profile_predictions_loss: 1076.8566 - logcount_predictions_loss: 1.0385 70/2081 [>.............................] - ETA: 27:39 - loss: 1103.8889 - logits_profile_predictions_loss: 1076.2569 - logcount_predictions_loss: 1.0388 71/2081 [>.............................] - ETA: 27:38 - loss: 1103.3646 - logits_profile_predictions_loss: 1075.7216 - logcount_predictions_loss: 1.0392 72/2081 [>.............................] - ETA: 27:37 - loss: 1102.8087 - logits_profile_predictions_loss: 1075.1544 - logcount_predictions_loss: 1.0396 73/2081 [>.............................] - ETA: 27:36 - loss: 1102.2764 - logits_profile_predictions_loss: 1074.6126 - logcount_predictions_loss: 1.0400 74/2081 [>.............................] - ETA: 27:36 - loss: 1101.7632 - logits_profile_predictions_loss: 1074.0885 - logcount_predictions_loss: 1.0404 75/2081 [>.............................] - ETA: 27:35 - loss: 1101.2268 - logits_profile_predictions_loss: 1073.5393 - logcount_predictions_loss: 1.0409 76/2081 [>.............................] - ETA: 27:34 - loss: 1100.7112 - logits_profile_predictions_loss: 1073.0113 - logcount_predictions_loss: 1.0413 77/2081 [>.............................] - ETA: 27:33 - loss: 1100.2155 - logits_profile_predictions_loss: 1072.5039 - logcount_predictions_loss: 1.0418 78/2081 [>.............................] - ETA: 27:32 - loss: 1099.7548 - logits_profile_predictions_loss: 1072.0316 - logcount_predictions_loss: 1.0422 79/2081 [>.............................] - ETA: 27:32 - loss: 1099.3295 - logits_profile_predictions_loss: 1071.5952 - logcount_predictions_loss: 1.0426 80/2081 [>.............................] - ETA: 27:31 - loss: 1098.9157 - logits_profile_predictions_loss: 1071.1715 - logcount_predictions_loss: 1.0430 81/2081 [>.............................] - ETA: 27:30 - loss: 1098.4784 - logits_profile_predictions_loss: 1070.7251 - logcount_predictions_loss: 1.0434 82/2081 [>.............................] - ETA: 27:29 - loss: 1098.0325 - logits_profile_predictions_loss: 1070.2704 - logcount_predictions_loss: 1.0437 83/2081 [>.............................] - ETA: 27:28 - loss: 1097.5969 - logits_profile_predictions_loss: 1069.8269 - logcount_predictions_loss: 1.0440 84/2081 [>.............................] - ETA: 27:28 - loss: 1097.1899 - logits_profile_predictions_loss: 1069.4127 - logcount_predictions_loss: 1.0443 85/2081 [>.............................] - ETA: 27:27 - loss: 1096.7717 - logits_profile_predictions_loss: 1068.9884 - logcount_predictions_loss: 1.0445 86/2081 [>.............................] - ETA: 27:26 - loss: 1096.3897 - logits_profile_predictions_loss: 1068.6005 - logcount_predictions_loss: 1.0447 87/2081 [>.............................] - ETA: 27:25 - loss: 1096.0213 - logits_profile_predictions_loss: 1068.2258 - logcount_predictions_loss: 1.0449 88/2081 [>.............................] - ETA: 27:24 - loss: 1095.6436 - logits_profile_predictions_loss: 1067.8420 - logcount_predictions_loss: 1.0452 89/2081 [>.............................] - ETA: 27:23 - loss: 1095.2713 - logits_profile_predictions_loss: 1067.4638 - logcount_predictions_loss: 1.0454 90/2081 [>.............................] - ETA: 27:22 - loss: 1094.9128 - logits_profile_predictions_loss: 1067.1005 - logcount_predictions_loss: 1.0456 91/2081 [>.............................] - ETA: 27:22 - loss: 1094.5736 - logits_profile_predictions_loss: 1066.7575 - logcount_predictions_loss: 1.0457 92/2081 [>.............................] - ETA: 27:21 - loss: 1094.2533 - logits_profile_predictions_loss: 1066.4324 - logcount_predictions_loss: 1.0459 93/2081 [>.............................] - ETA: 27:20 - loss: 1093.9546 - logits_profile_predictions_loss: 1066.1295 - logcount_predictions_loss: 1.0461 94/2081 [>.............................] - ETA: 27:19 - loss: 1093.6466 - logits_profile_predictions_loss: 1065.8186 - logcount_predictions_loss: 1.0462 95/2081 [>.............................] - ETA: 27:18 - loss: 1093.3368 - logits_profile_predictions_loss: 1065.5053 - logcount_predictions_loss: 1.0463 96/2081 [>.............................] - ETA: 27:18 - loss: 1093.0273 - 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- ETA: 1:06 - loss: 1061.0929 - logits_profile_predictions_loss: 1034.4117 - logcount_predictions_loss: 1.0031 2002/2081 [===========================>..] - ETA: 1:05 - loss: 1061.0909 - logits_profile_predictions_loss: 1034.4099 - logcount_predictions_loss: 1.0031 2003/2081 [===========================>..] - ETA: 1:04 - loss: 1061.0890 - logits_profile_predictions_loss: 1034.4082 - logcount_predictions_loss: 1.0031 2004/2081 [===========================>..] - ETA: 1:03 - loss: 1061.0870 - logits_profile_predictions_loss: 1034.4065 - logcount_predictions_loss: 1.0031 2005/2081 [===========================>..] - ETA: 1:02 - loss: 1061.0851 - logits_profile_predictions_loss: 1034.4048 - logcount_predictions_loss: 1.0030 2006/2081 [===========================>..] - ETA: 1:01 - loss: 1061.0831 - logits_profile_predictions_loss: 1034.4030 - logcount_predictions_loss: 1.0030 2007/2081 [===========================>..] - ETA: 1:01 - loss: 1061.0811 - logits_profile_predictions_loss: 1034.4013 - 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logcount_predictions_loss: 1.0027 2047/2081 [============================>.] - ETA: 28s - loss: 1061.0016 - logits_profile_predictions_loss: 1034.3307 - logcount_predictions_loss: 1.0027 2048/2081 [============================>.] - ETA: 27s - loss: 1060.9997 - logits_profile_predictions_loss: 1034.3290 - logcount_predictions_loss: 1.0027 2049/2081 [============================>.] - ETA: 26s - loss: 1060.9978 - logits_profile_predictions_loss: 1034.3274 - logcount_predictions_loss: 1.0027 2050/2081 [============================>.] - ETA: 25s - loss: 1060.9959 - logits_profile_predictions_loss: 1034.3257 - logcount_predictions_loss: 1.0027 2051/2081 [============================>.] - ETA: 24s - loss: 1060.9940 - logits_profile_predictions_loss: 1034.3240 - logcount_predictions_loss: 1.0027 2052/2081 [============================>.] - ETA: 23s - loss: 1060.9921 - logits_profile_predictions_loss: 1034.3223 - logcount_predictions_loss: 1.0027 2053/2081 [============================>.] - 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logcount_predictions_loss: 1.0026 2060/2081 [============================>.] - ETA: 17s - loss: 1060.9766 - logits_profile_predictions_loss: 1034.3086 - logcount_predictions_loss: 1.0026 2061/2081 [============================>.] - ETA: 16s - loss: 1060.9746 - logits_profile_predictions_loss: 1034.3068 - logcount_predictions_loss: 1.0026 2062/2081 [============================>.] - ETA: 15s - loss: 1060.9725 - logits_profile_predictions_loss: 1034.3050 - logcount_predictions_loss: 1.0026 2063/2081 [============================>.] - ETA: 14s - loss: 1060.9705 - logits_profile_predictions_loss: 1034.3032 - logcount_predictions_loss: 1.0026 2064/2081 [============================>.] - ETA: 14s - loss: 1060.9685 - logits_profile_predictions_loss: 1034.3014 - logcount_predictions_loss: 1.0026 2065/2081 [============================>.] - ETA: 13s - loss: 1060.9664 - logits_profile_predictions_loss: 1034.2996 - logcount_predictions_loss: 1.0025 2066/2081 [============================>.] - ETA: 12s - loss: 1060.9645 - logits_profile_predictions_loss: 1034.2978 - logcount_predictions_loss: 1.0025 2067/2081 [============================>.] - ETA: 11s - loss: 1060.9625 - logits_profile_predictions_loss: 1034.2961 - logcount_predictions_loss: 1.0025 2068/2081 [============================>.] - ETA: 10s - loss: 1060.9605 - logits_profile_predictions_loss: 1034.2943 - logcount_predictions_loss: 1.0025 2069/2081 [============================>.] - ETA: 9s - loss: 1060.9586 - logits_profile_predictions_loss: 1034.2926 - logcount_predictions_loss: 1.0025  2070/2081 [============================>.] - ETA: 9s - loss: 1060.9567 - logits_profile_predictions_loss: 1034.2909 - logcount_predictions_loss: 1.0025 2071/2081 [============================>.] - ETA: 8s - loss: 1060.9547 - logits_profile_predictions_loss: 1034.2893 - logcount_predictions_loss: 1.0025 2072/2081 [============================>.] - ETA: 7s - loss: 1060.9528 - logits_profile_predictions_loss: 1034.2876 - logcount_predictions_loss: 1.0025 2073/2081 [============================>.] - ETA: 6s - loss: 1060.9509 - logits_profile_predictions_loss: 1034.2859 - logcount_predictions_loss: 1.0025 2074/2081 [============================>.] - ETA: 5s - loss: 1060.9489 - logits_profile_predictions_loss: 1034.2841 - logcount_predictions_loss: 1.0025 2075/2081 [============================>.] - ETA: 4s - loss: 1060.9469 - logits_profile_predictions_loss: 1034.2824 - logcount_predictions_loss: 1.0025 2076/2081 [============================>.] - ETA: 4s - loss: 1060.9449 - logits_profile_predictions_loss: 1034.2806 - logcount_predictions_loss: 1.0024 2077/2081 [============================>.] - ETA: 3s - loss: 1060.9429 - logits_profile_predictions_loss: 1034.2788 - logcount_predictions_loss: 1.0024 2078/2081 [============================>.] - ETA: 2s - loss: 1060.9409 - logits_profile_predictions_loss: 1034.2770 - logcount_predictions_loss: 1.0024 2079/2081 [============================>.] - ETA: 1s - loss: 1060.9389 - logits_profile_predictions_loss: 1034.2752 - logcount_predictions_loss: 1.0024 2080/2081 [============================>.] - ETA: 0s - loss: 1060.9369 - logits_profile_predictions_loss: 1034.2735 - logcount_predictions_loss: 1.0024 2081/2081 [==============================] - ETA: 0s - loss: 1060.9350 - logits_profile_predictions_loss: 1034.2717 - logcount_predictions_loss: 1.0024 2081/2081 [==============================] - 1779s 855ms/step - loss: 1060.9330 - logits_profile_predictions_loss: 1034.2700 - logcount_predictions_loss: 1.0024 - val_loss: 1100.0808 - val_logits_profile_predictions_loss: 1074.8293 - val_logcount_predictions_loss: 0.9493 + +Epoch 00005: val_loss improved from 1115.19836 to 1100.08081, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 6/50 + 1/2081 [..............................] - ETA: 29:55 - loss: 1040.1167 - logits_profile_predictions_loss: 1012.8967 - logcount_predictions_loss: 1.0233 2/2081 [..............................] - ETA: 28:27 - loss: 1000.3927 - logits_profile_predictions_loss: 975.1966 - logcount_predictions_loss: 0.9472  3/2081 [..............................] - ETA: 28:26 - loss: 968.8710 - logits_profile_predictions_loss: 944.2254 - logcount_predictions_loss: 0.9265  4/2081 [..............................] - ETA: 28:26 - loss: 963.0501 - logits_profile_predictions_loss: 938.5194 - logcount_predictions_loss: 0.9222 5/2081 [..............................] - ETA: 28:27 - loss: 967.8171 - logits_profile_predictions_loss: 942.9296 - logcount_predictions_loss: 0.9356 6/2081 [..............................] - ETA: 28:26 - loss: 968.8758 - logits_profile_predictions_loss: 943.8843 - logcount_predictions_loss: 0.9395 7/2081 [..............................] - ETA: 28:24 - loss: 971.8274 - logits_profile_predictions_loss: 946.6962 - logcount_predictions_loss: 0.9448 8/2081 [..............................] - ETA: 28:23 - loss: 972.6300 - logits_profile_predictions_loss: 947.4452 - logcount_predictions_loss: 0.9468 9/2081 [..............................] - ETA: 28:22 - loss: 971.9237 - logits_profile_predictions_loss: 946.7668 - logcount_predictions_loss: 0.9458 10/2081 [..............................] - ETA: 28:21 - loss: 969.3344 - logits_profile_predictions_loss: 944.1833 - logcount_predictions_loss: 0.9455 11/2081 [..............................] - ETA: 28:21 - loss: 968.0246 - logits_profile_predictions_loss: 942.8616 - logcount_predictions_loss: 0.9460 12/2081 [..............................] - ETA: 28:21 - loss: 967.5567 - logits_profile_predictions_loss: 942.3971 - logcount_predictions_loss: 0.9459 13/2081 [..............................] - ETA: 28:21 - loss: 967.6774 - logits_profile_predictions_loss: 942.5035 - logcount_predictions_loss: 0.9464 14/2081 [..............................] - ETA: 28:21 - loss: 967.3092 - logits_profile_predictions_loss: 942.1266 - logcount_predictions_loss: 0.9467 15/2081 [..............................] - ETA: 28:20 - loss: 968.7451 - logits_profile_predictions_loss: 943.5414 - logcount_predictions_loss: 0.9475 16/2081 [..............................] - ETA: 28:20 - loss: 969.9271 - logits_profile_predictions_loss: 944.6922 - logcount_predictions_loss: 0.9487 17/2081 [..............................] - ETA: 28:19 - loss: 971.0470 - logits_profile_predictions_loss: 945.7699 - logcount_predictions_loss: 0.9503 18/2081 [..............................] - ETA: 28:18 - loss: 972.8563 - logits_profile_predictions_loss: 947.5504 - logcount_predictions_loss: 0.9514 19/2081 [..............................] - ETA: 28:17 - loss: 974.3591 - logits_profile_predictions_loss: 949.0229 - logcount_predictions_loss: 0.9525 20/2081 [..............................] - ETA: 28:17 - loss: 975.9022 - logits_profile_predictions_loss: 950.5257 - logcount_predictions_loss: 0.9540 21/2081 [..............................] - ETA: 28:15 - loss: 978.2183 - logits_profile_predictions_loss: 952.8090 - logcount_predictions_loss: 0.9552 22/2081 [..............................] - ETA: 28:15 - loss: 980.6271 - logits_profile_predictions_loss: 955.1920 - logcount_predictions_loss: 0.9562 23/2081 [..............................] - ETA: 28:14 - loss: 982.4539 - logits_profile_predictions_loss: 956.9983 - logcount_predictions_loss: 0.9570 24/2081 [..............................] - ETA: 28:13 - loss: 983.8687 - logits_profile_predictions_loss: 958.4129 - logcount_predictions_loss: 0.9570 25/2081 [..............................] - ETA: 28:13 - loss: 985.0663 - logits_profile_predictions_loss: 959.6152 - logcount_predictions_loss: 0.9568 26/2081 [..............................] - ETA: 28:12 - loss: 986.2655 - logits_profile_predictions_loss: 960.8133 - logcount_predictions_loss: 0.9568 27/2081 [..............................] - ETA: 28:11 - loss: 987.2033 - logits_profile_predictions_loss: 961.7466 - logcount_predictions_loss: 0.9570 28/2081 [..............................] - ETA: 28:11 - loss: 987.8449 - logits_profile_predictions_loss: 962.3778 - logcount_predictions_loss: 0.9574 29/2081 [..............................] - ETA: 28:10 - loss: 988.7839 - logits_profile_predictions_loss: 963.3040 - logcount_predictions_loss: 0.9579 30/2081 [..............................] - ETA: 28:09 - loss: 989.6047 - logits_profile_predictions_loss: 964.1085 - logcount_predictions_loss: 0.9585 31/2081 [..............................] - ETA: 28:08 - loss: 990.3250 - logits_profile_predictions_loss: 964.8170 - logcount_predictions_loss: 0.9589 32/2081 [..............................] - ETA: 28:08 - loss: 991.0735 - logits_profile_predictions_loss: 965.5552 - logcount_predictions_loss: 0.9593 33/2081 [..............................] - ETA: 28:07 - loss: 991.7054 - logits_profile_predictions_loss: 966.1729 - logcount_predictions_loss: 0.9599 34/2081 [..............................] - ETA: 28:06 - loss: 992.3796 - logits_profile_predictions_loss: 966.8339 - logcount_predictions_loss: 0.9604 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ETA: 14s - loss: 1044.0629 - logits_profile_predictions_loss: 1018.6016 - logcount_predictions_loss: 0.9572 2064/2081 [============================>.] - ETA: 14s - loss: 1044.0634 - logits_profile_predictions_loss: 1018.6022 - logcount_predictions_loss: 0.9572 2065/2081 [============================>.] - ETA: 13s - loss: 1044.0639 - logits_profile_predictions_loss: 1018.6027 - logcount_predictions_loss: 0.9572 2066/2081 [============================>.] - ETA: 12s - loss: 1044.0643 - logits_profile_predictions_loss: 1018.6032 - logcount_predictions_loss: 0.9572 2067/2081 [============================>.] - ETA: 11s - loss: 1044.0647 - logits_profile_predictions_loss: 1018.6037 - logcount_predictions_loss: 0.9572 2068/2081 [============================>.] - ETA: 10s - loss: 1044.0651 - logits_profile_predictions_loss: 1018.6041 - logcount_predictions_loss: 0.9572 2069/2081 [============================>.] - ETA: 9s - loss: 1044.0654 - logits_profile_predictions_loss: 1018.6045 - logcount_predictions_loss: 0.9572  2070/2081 [============================>.] - ETA: 9s - loss: 1044.0657 - logits_profile_predictions_loss: 1018.6049 - logcount_predictions_loss: 0.9572 2071/2081 [============================>.] - ETA: 8s - loss: 1044.0660 - logits_profile_predictions_loss: 1018.6053 - logcount_predictions_loss: 0.9572 2072/2081 [============================>.] - ETA: 7s - loss: 1044.0663 - logits_profile_predictions_loss: 1018.6056 - logcount_predictions_loss: 0.9572 2073/2081 [============================>.] - ETA: 6s - loss: 1044.0666 - logits_profile_predictions_loss: 1018.6060 - logcount_predictions_loss: 0.9572 2074/2081 [============================>.] - ETA: 5s - loss: 1044.0668 - logits_profile_predictions_loss: 1018.6064 - logcount_predictions_loss: 0.9572 2075/2081 [============================>.] - ETA: 4s - loss: 1044.0671 - logits_profile_predictions_loss: 1018.6067 - logcount_predictions_loss: 0.9572 2076/2081 [============================>.] - ETA: 4s - loss: 1044.0675 - logits_profile_predictions_loss: 1018.6072 - logcount_predictions_loss: 0.9571 2077/2081 [============================>.] - ETA: 3s - loss: 1044.0679 - logits_profile_predictions_loss: 1018.6076 - logcount_predictions_loss: 0.9571 2078/2081 [============================>.] - ETA: 2s - loss: 1044.0682 - logits_profile_predictions_loss: 1018.6080 - logcount_predictions_loss: 0.9571 2079/2081 [============================>.] - ETA: 1s - loss: 1044.0684 - logits_profile_predictions_loss: 1018.6083 - logcount_predictions_loss: 0.9571 2080/2081 [============================>.] - ETA: 0s - loss: 1044.0687 - logits_profile_predictions_loss: 1018.6087 - logcount_predictions_loss: 0.9571 2081/2081 [==============================] - ETA: 0s - loss: 1044.0691 - logits_profile_predictions_loss: 1018.6091 - logcount_predictions_loss: 0.9571 2081/2081 [==============================] - 1779s 855ms/step - loss: 1044.0694 - logits_profile_predictions_loss: 1018.6095 - logcount_predictions_loss: 0.9571 - val_loss: 1106.3132 - val_logits_profile_predictions_loss: 1081.9937 - val_logcount_predictions_loss: 0.9143 + +Epoch 00006: val_loss did not improve from 1100.08081 +Epoch 7/50 + 1/2081 [..............................] - ETA: 29:42 - loss: 1212.2052 - logits_profile_predictions_loss: 1185.4880 - logcount_predictions_loss: 1.0044 2/2081 [..............................] - ETA: 28:31 - loss: 1174.8942 - logits_profile_predictions_loss: 1149.0677 - logcount_predictions_loss: 0.9709 3/2081 [..............................] - ETA: 28:26 - loss: 1136.7420 - logits_profile_predictions_loss: 1110.8748 - logcount_predictions_loss: 0.9725 4/2081 [..............................] - ETA: 28:27 - loss: 1122.4751 - logits_profile_predictions_loss: 1096.7044 - logcount_predictions_loss: 0.9688 5/2081 [..............................] - ETA: 28:27 - loss: 1110.3456 - logits_profile_predictions_loss: 1084.6625 - logcount_predictions_loss: 0.9655 6/2081 [..............................] - ETA: 28:26 - loss: 1101.3089 - logits_profile_predictions_loss: 1075.5741 - logcount_predictions_loss: 0.9675 7/2081 [..............................] - ETA: 28:26 - loss: 1090.9250 - logits_profile_predictions_loss: 1065.1973 - logcount_predictions_loss: 0.9672 8/2081 [..............................] - ETA: 28:26 - loss: 1085.1197 - logits_profile_predictions_loss: 1059.5019 - logcount_predictions_loss: 0.9631 9/2081 [..............................] - ETA: 28:27 - loss: 1081.2514 - logits_profile_predictions_loss: 1055.8341 - logcount_predictions_loss: 0.9555 10/2081 [..............................] - ETA: 28:26 - loss: 1078.9420 - logits_profile_predictions_loss: 1053.5837 - logcount_predictions_loss: 0.9533 11/2081 [..............................] - ETA: 28:26 - loss: 1075.1583 - logits_profile_predictions_loss: 1049.9023 - logcount_predictions_loss: 0.9495 12/2081 [..............................] - ETA: 28:25 - loss: 1073.5175 - logits_profile_predictions_loss: 1048.3969 - logcount_predictions_loss: 0.9444 13/2081 [..............................] - ETA: 28:24 - loss: 1071.5336 - logits_profile_predictions_loss: 1046.5628 - logcount_predictions_loss: 0.9388 14/2081 [..............................] - ETA: 28:23 - loss: 1069.3891 - logits_profile_predictions_loss: 1044.5647 - logcount_predictions_loss: 0.9333 15/2081 [..............................] - ETA: 28:23 - loss: 1066.8321 - logits_profile_predictions_loss: 1042.1415 - logcount_predictions_loss: 0.9282 16/2081 [..............................] - ETA: 28:22 - loss: 1066.8381 - logits_profile_predictions_loss: 1042.2544 - logcount_predictions_loss: 0.9242 17/2081 [..............................] - ETA: 28:21 - loss: 1066.7596 - logits_profile_predictions_loss: 1042.2754 - logcount_predictions_loss: 0.9205 18/2081 [..............................] - ETA: 28:20 - loss: 1067.0482 - logits_profile_predictions_loss: 1042.6451 - logcount_predictions_loss: 0.9174 19/2081 [..............................] - ETA: 28:19 - loss: 1067.4522 - logits_profile_predictions_loss: 1043.1218 - logcount_predictions_loss: 0.9147 20/2081 [..............................] - ETA: 28:19 - loss: 1067.8342 - logits_profile_predictions_loss: 1043.5701 - logcount_predictions_loss: 0.9122 21/2081 [..............................] - ETA: 28:18 - loss: 1068.0530 - logits_profile_predictions_loss: 1043.8449 - logcount_predictions_loss: 0.9101 22/2081 [..............................] - ETA: 28:17 - loss: 1067.4610 - logits_profile_predictions_loss: 1043.3145 - logcount_predictions_loss: 0.9078 23/2081 [..............................] - ETA: 28:16 - loss: 1066.6474 - logits_profile_predictions_loss: 1042.5552 - logcount_predictions_loss: 0.9057 24/2081 [..............................] - ETA: 28:15 - loss: 1065.9603 - logits_profile_predictions_loss: 1041.9195 - logcount_predictions_loss: 0.9038 25/2081 [..............................] - ETA: 28:15 - loss: 1064.8705 - logits_profile_predictions_loss: 1040.8856 - logcount_predictions_loss: 0.9017 26/2081 [..............................] - ETA: 28:14 - loss: 1063.5724 - logits_profile_predictions_loss: 1039.6422 - logcount_predictions_loss: 0.8996 27/2081 [..............................] - ETA: 28:13 - loss: 1062.2317 - logits_profile_predictions_loss: 1038.3561 - logcount_predictions_loss: 0.8976 28/2081 [..............................] - ETA: 28:12 - loss: 1060.9158 - logits_profile_predictions_loss: 1037.0960 - logcount_predictions_loss: 0.8955 29/2081 [..............................] - ETA: 28:12 - loss: 1059.7950 - logits_profile_predictions_loss: 1036.0303 - logcount_predictions_loss: 0.8934 30/2081 [..............................] - ETA: 28:11 - loss: 1058.7631 - logits_profile_predictions_loss: 1035.0348 - logcount_predictions_loss: 0.8920 31/2081 [..............................] - ETA: 28:10 - loss: 1057.6310 - logits_profile_predictions_loss: 1033.9338 - logcount_predictions_loss: 0.8909 32/2081 [..............................] - ETA: 28:10 - loss: 1056.5493 - logits_profile_predictions_loss: 1032.8792 - logcount_predictions_loss: 0.8899 33/2081 [..............................] - ETA: 28:09 - loss: 1055.6656 - logits_profile_predictions_loss: 1032.0218 - logcount_predictions_loss: 0.8889 34/2081 [..............................] - ETA: 28:09 - loss: 1054.7801 - logits_profile_predictions_loss: 1031.1633 - logcount_predictions_loss: 0.8878 35/2081 [..............................] - ETA: 28:08 - loss: 1054.0125 - logits_profile_predictions_loss: 1030.4225 - logcount_predictions_loss: 0.8868 36/2081 [..............................] - ETA: 28:07 - loss: 1053.1973 - logits_profile_predictions_loss: 1029.6362 - logcount_predictions_loss: 0.8858 37/2081 [..............................] - ETA: 28:06 - loss: 1052.6264 - logits_profile_predictions_loss: 1029.0960 - logcount_predictions_loss: 0.8846 38/2081 [..............................] - ETA: 28:06 - loss: 1052.1726 - logits_profile_predictions_loss: 1028.6673 - logcount_predictions_loss: 0.8837 39/2081 [..............................] - ETA: 28:05 - loss: 1051.8649 - logits_profile_predictions_loss: 1028.3831 - logcount_predictions_loss: 0.8828 40/2081 [..............................] - ETA: 28:04 - loss: 1051.6453 - logits_profile_predictions_loss: 1028.1799 - logcount_predictions_loss: 0.8822 41/2081 [..............................] - ETA: 28:04 - loss: 1051.4207 - logits_profile_predictions_loss: 1027.9721 - logcount_predictions_loss: 0.8815 42/2081 [..............................] - ETA: 28:03 - loss: 1051.1537 - logits_profile_predictions_loss: 1027.7168 - logcount_predictions_loss: 0.8811 43/2081 [..............................] - ETA: 28:02 - loss: 1050.9460 - logits_profile_predictions_loss: 1027.5132 - logcount_predictions_loss: 0.8809 44/2081 [..............................] - ETA: 28:01 - loss: 1050.6090 - logits_profile_predictions_loss: 1027.1807 - logcount_predictions_loss: 0.8808 45/2081 [..............................] - ETA: 28:01 - loss: 1050.2818 - logits_profile_predictions_loss: 1026.8585 - logcount_predictions_loss: 0.8806 46/2081 [..............................] - ETA: 28:00 - loss: 1050.0540 - logits_profile_predictions_loss: 1026.6275 - logcount_predictions_loss: 0.8807 47/2081 [..............................] - ETA: 27:59 - loss: 1049.8952 - logits_profile_predictions_loss: 1026.4642 - logcount_predictions_loss: 0.8809 48/2081 [..............................] - ETA: 27:58 - loss: 1049.6983 - logits_profile_predictions_loss: 1026.2611 - logcount_predictions_loss: 0.8811 49/2081 [..............................] - ETA: 27:57 - loss: 1049.4829 - logits_profile_predictions_loss: 1026.0372 - logcount_predictions_loss: 0.8814 50/2081 [..............................] - ETA: 27:56 - loss: 1049.2756 - logits_profile_predictions_loss: 1025.8214 - logcount_predictions_loss: 0.8817 51/2081 [..............................] - ETA: 27:55 - loss: 1049.1374 - logits_profile_predictions_loss: 1025.6751 - logcount_predictions_loss: 0.8820 52/2081 [..............................] - ETA: 27:54 - loss: 1049.0433 - logits_profile_predictions_loss: 1025.5724 - logcount_predictions_loss: 0.8824 53/2081 [..............................] - ETA: 27:54 - loss: 1048.9891 - logits_profile_predictions_loss: 1025.5096 - logcount_predictions_loss: 0.8827 54/2081 [..............................] - ETA: 27:53 - loss: 1048.8976 - logits_profile_predictions_loss: 1025.4124 - logcount_predictions_loss: 0.8829 55/2081 [..............................] - ETA: 27:52 - loss: 1048.8309 - logits_profile_predictions_loss: 1025.3388 - logcount_predictions_loss: 0.8832 56/2081 [..............................] - ETA: 27:51 - loss: 1048.7958 - logits_profile_predictions_loss: 1025.2963 - logcount_predictions_loss: 0.8834 57/2081 [..............................] - ETA: 27:50 - loss: 1048.7335 - logits_profile_predictions_loss: 1025.2288 - logcount_predictions_loss: 0.8836 58/2081 [..............................] - ETA: 27:50 - loss: 1048.6592 - logits_profile_predictions_loss: 1025.1511 - logcount_predictions_loss: 0.8838 59/2081 [..............................] - ETA: 27:49 - loss: 1048.5484 - logits_profile_predictions_loss: 1025.0380 - logcount_predictions_loss: 0.8838 60/2081 [..............................] - ETA: 27:48 - loss: 1048.4836 - logits_profile_predictions_loss: 1024.9710 - logcount_predictions_loss: 0.8839 61/2081 [..............................] - ETA: 27:47 - loss: 1048.3956 - logits_profile_predictions_loss: 1024.8821 - logcount_predictions_loss: 0.8840 62/2081 [..............................] - ETA: 27:46 - loss: 1048.2730 - logits_profile_predictions_loss: 1024.7545 - logcount_predictions_loss: 0.8842 63/2081 [..............................] - ETA: 27:45 - loss: 1048.0854 - logits_profile_predictions_loss: 1024.5612 - logcount_predictions_loss: 0.8844 64/2081 [..............................] - ETA: 27:44 - loss: 1047.9300 - logits_profile_predictions_loss: 1024.3991 - logcount_predictions_loss: 0.8846 65/2081 [..............................] - ETA: 27:44 - loss: 1047.8442 - logits_profile_predictions_loss: 1024.3045 - logcount_predictions_loss: 0.8849 66/2081 [..............................] - ETA: 27:43 - loss: 1047.7518 - logits_profile_predictions_loss: 1024.2049 - logcount_predictions_loss: 0.8852 67/2081 [..............................] - ETA: 27:42 - loss: 1047.6980 - logits_profile_predictions_loss: 1024.1439 - logcount_predictions_loss: 0.8855 68/2081 [..............................] - ETA: 27:41 - loss: 1047.6997 - logits_profile_predictions_loss: 1024.1399 - logcount_predictions_loss: 0.8857 69/2081 [..............................] - ETA: 27:40 - loss: 1047.6809 - logits_profile_predictions_loss: 1024.1133 - logcount_predictions_loss: 0.8860 70/2081 [>.............................] - ETA: 27:39 - loss: 1047.6652 - logits_profile_predictions_loss: 1024.0884 - logcount_predictions_loss: 0.8863 71/2081 [>.............................] - ETA: 27:39 - loss: 1047.6230 - logits_profile_predictions_loss: 1024.0379 - logcount_predictions_loss: 0.8867 72/2081 [>.............................] - ETA: 27:38 - loss: 1047.5635 - logits_profile_predictions_loss: 1023.9708 - logcount_predictions_loss: 0.8869 73/2081 [>.............................] - ETA: 27:37 - loss: 1047.5220 - logits_profile_predictions_loss: 1023.9205 - logcount_predictions_loss: 0.8873 74/2081 [>.............................] - ETA: 27:36 - loss: 1047.5172 - logits_profile_predictions_loss: 1023.9066 - logcount_predictions_loss: 0.8876 75/2081 [>.............................] - ETA: 27:35 - loss: 1047.4953 - logits_profile_predictions_loss: 1023.8767 - logcount_predictions_loss: 0.8879 76/2081 [>.............................] - ETA: 27:34 - loss: 1047.4580 - logits_profile_predictions_loss: 1023.8318 - logcount_predictions_loss: 0.8882 77/2081 [>.............................] - ETA: 27:34 - loss: 1047.3985 - logits_profile_predictions_loss: 1023.7634 - logcount_predictions_loss: 0.8885 78/2081 [>.............................] - ETA: 27:33 - loss: 1047.3752 - logits_profile_predictions_loss: 1023.7312 - logcount_predictions_loss: 0.8889 79/2081 [>.............................] - ETA: 27:32 - loss: 1047.3657 - logits_profile_predictions_loss: 1023.7122 - logcount_predictions_loss: 0.8892 80/2081 [>.............................] - ETA: 27:31 - loss: 1047.3913 - logits_profile_predictions_loss: 1023.7290 - logcount_predictions_loss: 0.8896 81/2081 [>.............................] - ETA: 27:30 - loss: 1047.3983 - logits_profile_predictions_loss: 1023.7270 - logcount_predictions_loss: 0.8899 82/2081 [>.............................] - ETA: 27:29 - loss: 1047.3783 - logits_profile_predictions_loss: 1023.6979 - logcount_predictions_loss: 0.8902 83/2081 [>.............................] - ETA: 27:29 - loss: 1047.4018 - logits_profile_predictions_loss: 1023.7129 - logcount_predictions_loss: 0.8906 84/2081 [>.............................] - ETA: 27:28 - loss: 1047.4374 - logits_profile_predictions_loss: 1023.7408 - logcount_predictions_loss: 0.8908 85/2081 [>.............................] - ETA: 27:27 - loss: 1047.4643 - logits_profile_predictions_loss: 1023.7598 - logcount_predictions_loss: 0.8911 86/2081 [>.............................] - ETA: 27:26 - loss: 1047.5200 - logits_profile_predictions_loss: 1023.8070 - logcount_predictions_loss: 0.8915 87/2081 [>.............................] - ETA: 27:26 - loss: 1047.6153 - logits_profile_predictions_loss: 1023.8951 - logcount_predictions_loss: 0.8917 88/2081 [>.............................] - ETA: 27:25 - loss: 1047.6975 - logits_profile_predictions_loss: 1023.9701 - logcount_predictions_loss: 0.8920 89/2081 [>.............................] - ETA: 27:24 - loss: 1047.7592 - logits_profile_predictions_loss: 1024.0249 - logcount_predictions_loss: 0.8923 90/2081 [>.............................] - ETA: 27:23 - loss: 1047.8086 - logits_profile_predictions_loss: 1024.0673 - logcount_predictions_loss: 0.8925 91/2081 [>.............................] - ETA: 27:22 - loss: 1047.8610 - logits_profile_predictions_loss: 1024.1132 - logcount_predictions_loss: 0.8928 92/2081 [>.............................] - ETA: 27:21 - loss: 1047.8994 - logits_profile_predictions_loss: 1024.1459 - logcount_predictions_loss: 0.8930 93/2081 [>.............................] - ETA: 27:21 - loss: 1047.9470 - logits_profile_predictions_loss: 1024.1877 - logcount_predictions_loss: 0.8932 94/2081 [>.............................] - ETA: 27:20 - loss: 1047.9929 - logits_profile_predictions_loss: 1024.2275 - logcount_predictions_loss: 0.8934 95/2081 [>.............................] - ETA: 27:19 - loss: 1048.0488 - logits_profile_predictions_loss: 1024.2771 - logcount_predictions_loss: 0.8937 96/2081 [>.............................] - ETA: 27:18 - loss: 1048.1106 - logits_profile_predictions_loss: 1024.3326 - logcount_predictions_loss: 0.8939 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logits_profile_predictions_loss: 1024.9069 - logcount_predictions_loss: 0.8956 104/2081 [>.............................] - ETA: 27:11 - loss: 1048.8128 - logits_profile_predictions_loss: 1024.9846 - logcount_predictions_loss: 0.8958 105/2081 [>.............................] - ETA: 27:11 - loss: 1048.8770 - logits_profile_predictions_loss: 1025.0434 - logcount_predictions_loss: 0.8960 106/2081 [>.............................] - ETA: 27:10 - loss: 1048.9513 - logits_profile_predictions_loss: 1025.1126 - logcount_predictions_loss: 0.8962 107/2081 [>.............................] - ETA: 27:09 - loss: 1049.0289 - logits_profile_predictions_loss: 1025.1848 - logcount_predictions_loss: 0.8964 108/2081 [>.............................] - ETA: 27:08 - loss: 1049.0727 - logits_profile_predictions_loss: 1025.2233 - logcount_predictions_loss: 0.8966 109/2081 [>.............................] - ETA: 27:07 - loss: 1049.1331 - logits_profile_predictions_loss: 1025.2780 - logcount_predictions_loss: 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ETA: 55s - loss: 1037.9381 - logits_profile_predictions_loss: 1013.6410 - logcount_predictions_loss: 0.9134 2015/2081 [============================>.] - ETA: 54s - loss: 1037.9373 - logits_profile_predictions_loss: 1013.6403 - logcount_predictions_loss: 0.9134 2016/2081 [============================>.] - ETA: 53s - loss: 1037.9365 - logits_profile_predictions_loss: 1013.6395 - logcount_predictions_loss: 0.9134 2017/2081 [============================>.] - ETA: 52s - loss: 1037.9357 - logits_profile_predictions_loss: 1013.6386 - logcount_predictions_loss: 0.9134 2018/2081 [============================>.] - ETA: 52s - loss: 1037.9349 - logits_profile_predictions_loss: 1013.6378 - logcount_predictions_loss: 0.9134 2019/2081 [============================>.] - ETA: 51s - loss: 1037.9340 - logits_profile_predictions_loss: 1013.6369 - logcount_predictions_loss: 0.9134 2020/2081 [============================>.] - ETA: 50s - loss: 1037.9331 - logits_profile_predictions_loss: 1013.6360 - 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logcount_predictions_loss: 0.9134 2034/2081 [============================>.] - ETA: 38s - loss: 1037.9230 - logits_profile_predictions_loss: 1013.6255 - logcount_predictions_loss: 0.9134 2035/2081 [============================>.] - ETA: 38s - loss: 1037.9223 - logits_profile_predictions_loss: 1013.6249 - logcount_predictions_loss: 0.9134 2036/2081 [============================>.] - ETA: 37s - loss: 1037.9217 - logits_profile_predictions_loss: 1013.6242 - logcount_predictions_loss: 0.9134 2037/2081 [============================>.] - ETA: 36s - loss: 1037.9211 - logits_profile_predictions_loss: 1013.6236 - logcount_predictions_loss: 0.9134 2038/2081 [============================>.] - ETA: 35s - loss: 1037.9206 - logits_profile_predictions_loss: 1013.6230 - logcount_predictions_loss: 0.9134 2039/2081 [============================>.] - ETA: 34s - loss: 1037.9200 - logits_profile_predictions_loss: 1013.6224 - logcount_predictions_loss: 0.9134 2040/2081 [============================>.] - 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logcount_predictions_loss: 0.9135 2073/2081 [============================>.] - ETA: 6s - loss: 1037.8954 - logits_profile_predictions_loss: 1013.5974 - logcount_predictions_loss: 0.9135 2074/2081 [============================>.] - ETA: 5s - loss: 1037.8946 - logits_profile_predictions_loss: 1013.5966 - logcount_predictions_loss: 0.9135 2075/2081 [============================>.] - ETA: 4s - loss: 1037.8939 - logits_profile_predictions_loss: 1013.5959 - logcount_predictions_loss: 0.9135 2076/2081 [============================>.] - ETA: 4s - loss: 1037.8931 - logits_profile_predictions_loss: 1013.5951 - logcount_predictions_loss: 0.9135 2077/2081 [============================>.] - ETA: 3s - loss: 1037.8923 - logits_profile_predictions_loss: 1013.5943 - logcount_predictions_loss: 0.9135 2078/2081 [============================>.] - ETA: 2s - loss: 1037.8915 - logits_profile_predictions_loss: 1013.5935 - logcount_predictions_loss: 0.9135 2079/2081 [============================>.] - ETA: 1s - loss: 1037.8908 - logits_profile_predictions_loss: 1013.5928 - logcount_predictions_loss: 0.9135 2080/2081 [============================>.] - ETA: 0s - loss: 1037.8900 - logits_profile_predictions_loss: 1013.5919 - logcount_predictions_loss: 0.9135 2081/2081 [==============================] - ETA: 0s - loss: 1037.8892 - logits_profile_predictions_loss: 1013.5911 - logcount_predictions_loss: 0.9135 2081/2081 [==============================] - 1780s 855ms/step - loss: 1037.8884 - logits_profile_predictions_loss: 1013.5903 - logcount_predictions_loss: 0.9135 - val_loss: 1093.9922 - val_logits_profile_predictions_loss: 1067.8357 - val_logcount_predictions_loss: 0.9833 + +Epoch 00007: val_loss improved from 1100.08081 to 1093.99219, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 8/50 + 1/2081 [..............................] - ETA: 30:11 - loss: 935.3046 - logits_profile_predictions_loss: 913.6594 - logcount_predictions_loss: 0.8137 2/2081 [..............................] - ETA: 28:27 - loss: 993.0242 - logits_profile_predictions_loss: 969.0481 - logcount_predictions_loss: 0.9014 3/2081 [..............................] - ETA: 28:26 - loss: 1005.3843 - logits_profile_predictions_loss: 980.6608 - logcount_predictions_loss: 0.9295 4/2081 [..............................] - ETA: 28:28 - loss: 1012.3902 - logits_profile_predictions_loss: 987.6936 - logcount_predictions_loss: 0.9284 5/2081 [..............................] - ETA: 28:24 - loss: 1015.5191 - logits_profile_predictions_loss: 991.0612 - logcount_predictions_loss: 0.9195 6/2081 [..............................] - ETA: 28:23 - loss: 1015.6173 - logits_profile_predictions_loss: 991.4580 - logcount_predictions_loss: 0.9082 7/2081 [..............................] - ETA: 28:22 - loss: 1015.9018 - logits_profile_predictions_loss: 991.8371 - logcount_predictions_loss: 0.9047 8/2081 [..............................] - ETA: 28:21 - loss: 1013.0262 - logits_profile_predictions_loss: 989.0305 - logcount_predictions_loss: 0.9021 9/2081 [..............................] - ETA: 28:21 - loss: 1011.2192 - logits_profile_predictions_loss: 987.3491 - logcount_predictions_loss: 0.8974 10/2081 [..............................] - ETA: 28:22 - loss: 1009.7120 - logits_profile_predictions_loss: 985.9450 - logcount_predictions_loss: 0.8935 11/2081 [..............................] - ETA: 28:22 - loss: 1008.4560 - logits_profile_predictions_loss: 984.8117 - logcount_predictions_loss: 0.8889 12/2081 [..............................] - ETA: 28:22 - loss: 1007.4337 - logits_profile_predictions_loss: 983.8568 - logcount_predictions_loss: 0.8864 13/2081 [..............................] - ETA: 28:21 - loss: 1006.6517 - logits_profile_predictions_loss: 983.0967 - logcount_predictions_loss: 0.8855 14/2081 [..............................] - ETA: 28:20 - loss: 1005.0678 - logits_profile_predictions_loss: 981.5605 - logcount_predictions_loss: 0.8837 15/2081 [..............................] - ETA: 28:19 - loss: 1004.4587 - logits_profile_predictions_loss: 980.9868 - logcount_predictions_loss: 0.8824 16/2081 [..............................] - ETA: 28:18 - loss: 1003.6474 - logits_profile_predictions_loss: 980.2342 - logcount_predictions_loss: 0.8802 17/2081 [..............................] - ETA: 28:18 - loss: 1002.6904 - logits_profile_predictions_loss: 979.3388 - logcount_predictions_loss: 0.8779 18/2081 [..............................] - ETA: 28:17 - loss: 1001.9598 - logits_profile_predictions_loss: 978.6856 - logcount_predictions_loss: 0.8750 19/2081 [..............................] - ETA: 28:16 - loss: 1001.4520 - logits_profile_predictions_loss: 978.2545 - logcount_predictions_loss: 0.8721 20/2081 [..............................] - ETA: 28:16 - loss: 1000.5644 - logits_profile_predictions_loss: 977.4014 - logcount_predictions_loss: 0.8708 21/2081 [..............................] - ETA: 28:15 - loss: 999.7038 - logits_profile_predictions_loss: 976.5701 - logcount_predictions_loss: 0.8697  22/2081 [..............................] - ETA: 28:15 - loss: 999.4603 - logits_profile_predictions_loss: 976.3433 - logcount_predictions_loss: 0.8691 23/2081 [..............................] - ETA: 28:14 - loss: 998.9825 - logits_profile_predictions_loss: 975.8833 - logcount_predictions_loss: 0.8684 24/2081 [..............................] - ETA: 28:13 - loss: 998.6365 - logits_profile_predictions_loss: 975.5540 - logcount_predictions_loss: 0.8678 25/2081 [..............................] - ETA: 28:12 - loss: 998.4048 - logits_profile_predictions_loss: 975.3328 - logcount_predictions_loss: 0.8674 26/2081 [..............................] - ETA: 28:11 - loss: 998.6686 - logits_profile_predictions_loss: 975.6102 - logcount_predictions_loss: 0.8669 27/2081 [..............................] - ETA: 28:10 - loss: 999.0704 - logits_profile_predictions_loss: 976.0282 - logcount_predictions_loss: 0.8662 28/2081 [..............................] - ETA: 28:09 - loss: 999.6654 - logits_profile_predictions_loss: 976.6153 - logcount_predictions_loss: 0.8665 29/2081 [..............................] - ETA: 28:09 - loss: 1000.0860 - logits_profile_predictions_loss: 977.0328 - logcount_predictions_loss: 0.8667 30/2081 [..............................] - ETA: 28:08 - loss: 1000.1371 - logits_profile_predictions_loss: 977.0859 - logcount_predictions_loss: 0.8666 31/2081 [..............................] - ETA: 28:07 - loss: 1000.5113 - logits_profile_predictions_loss: 977.4668 - logcount_predictions_loss: 0.8663 32/2081 [..............................] - ETA: 28:06 - loss: 1000.9279 - logits_profile_predictions_loss: 977.8971 - logcount_predictions_loss: 0.8658 33/2081 [..............................] - ETA: 28:05 - loss: 1001.4175 - logits_profile_predictions_loss: 978.3934 - logcount_predictions_loss: 0.8656 34/2081 [..............................] - ETA: 28:04 - loss: 1001.8819 - logits_profile_predictions_loss: 978.8688 - logcount_predictions_loss: 0.8652 35/2081 [..............................] - ETA: 28:04 - loss: 1002.2475 - logits_profile_predictions_loss: 979.2476 - logcount_predictions_loss: 0.8647 36/2081 [..............................] - ETA: 28:03 - loss: 1002.4129 - logits_profile_predictions_loss: 979.4241 - logcount_predictions_loss: 0.8642 37/2081 [..............................] - ETA: 28:02 - loss: 1002.4614 - logits_profile_predictions_loss: 979.4844 - logcount_predictions_loss: 0.8638 38/2081 [..............................] - ETA: 28:02 - loss: 1002.4743 - logits_profile_predictions_loss: 979.5155 - logcount_predictions_loss: 0.8631 39/2081 [..............................] - ETA: 28:01 - loss: 1002.6024 - logits_profile_predictions_loss: 979.6640 - logcount_predictions_loss: 0.8623 40/2081 [..............................] - ETA: 28:00 - loss: 1002.7457 - logits_profile_predictions_loss: 979.8283 - logcount_predictions_loss: 0.8616 41/2081 [..............................] - ETA: 28:00 - loss: 1002.8150 - logits_profile_predictions_loss: 979.9208 - logcount_predictions_loss: 0.8607 42/2081 [..............................] - ETA: 27:59 - loss: 1002.9587 - logits_profile_predictions_loss: 980.0857 - logcount_predictions_loss: 0.8599 43/2081 [..............................] - ETA: 27:58 - loss: 1003.0813 - logits_profile_predictions_loss: 980.2316 - logcount_predictions_loss: 0.8590 44/2081 [..............................] - ETA: 27:57 - loss: 1003.2258 - logits_profile_predictions_loss: 980.3957 - logcount_predictions_loss: 0.8583 45/2081 [..............................] - ETA: 27:57 - loss: 1003.3328 - logits_profile_predictions_loss: 980.5208 - logcount_predictions_loss: 0.8576 46/2081 [..............................] - ETA: 27:56 - loss: 1003.4969 - logits_profile_predictions_loss: 980.7028 - logcount_predictions_loss: 0.8569 47/2081 [..............................] - ETA: 27:55 - loss: 1003.6903 - 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[..............................] - ETA: 27:50 - loss: 1006.5397 - logits_profile_predictions_loss: 983.8094 - logcount_predictions_loss: 0.8545 55/2081 [..............................] - ETA: 27:49 - loss: 1007.0509 - logits_profile_predictions_loss: 984.3227 - logcount_predictions_loss: 0.8544 56/2081 [..............................] - ETA: 27:48 - loss: 1007.5587 - logits_profile_predictions_loss: 984.8322 - logcount_predictions_loss: 0.8544 57/2081 [..............................] - ETA: 27:47 - loss: 1008.0027 - logits_profile_predictions_loss: 985.2785 - logcount_predictions_loss: 0.8543 58/2081 [..............................] - ETA: 27:47 - loss: 1008.3770 - logits_profile_predictions_loss: 985.6551 - logcount_predictions_loss: 0.8542 59/2081 [..............................] - ETA: 27:46 - loss: 1008.7546 - logits_profile_predictions_loss: 986.0331 - logcount_predictions_loss: 0.8542 60/2081 [..............................] - ETA: 27:45 - loss: 1009.1399 - 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[=====>........................] - ETA: 22:51 - loss: 1024.5896 - logits_profile_predictions_loss: 1001.3599 - logcount_predictions_loss: 0.8733 422/2081 [=====>........................] - ETA: 22:50 - loss: 1024.5924 - logits_profile_predictions_loss: 1001.3621 - logcount_predictions_loss: 0.8733 423/2081 [=====>........................] - ETA: 22:49 - loss: 1024.5952 - logits_profile_predictions_loss: 1001.3644 - logcount_predictions_loss: 0.8733 424/2081 [=====>........................] - ETA: 22:48 - loss: 1024.5971 - logits_profile_predictions_loss: 1001.3658 - logcount_predictions_loss: 0.8734 425/2081 [=====>........................] - ETA: 22:47 - loss: 1024.5984 - logits_profile_predictions_loss: 1001.3666 - logcount_predictions_loss: 0.8734 426/2081 [=====>........................] - ETA: 22:46 - loss: 1024.5997 - logits_profile_predictions_loss: 1001.3674 - logcount_predictions_loss: 0.8734 427/2081 [=====>........................] - ETA: 22:46 - loss: 1024.6008 - 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logcount_predictions_loss: 0.8737 447/2081 [=====>........................] - ETA: 22:29 - loss: 1024.6458 - logits_profile_predictions_loss: 1001.4038 - logcount_predictions_loss: 0.8738 448/2081 [=====>........................] - ETA: 22:28 - loss: 1024.6478 - logits_profile_predictions_loss: 1001.4053 - logcount_predictions_loss: 0.8738 449/2081 [=====>........................] - ETA: 22:28 - loss: 1024.6485 - logits_profile_predictions_loss: 1001.4057 - logcount_predictions_loss: 0.8738 450/2081 [=====>........................] - ETA: 22:27 - loss: 1024.6487 - logits_profile_predictions_loss: 1001.4055 - logcount_predictions_loss: 0.8738 451/2081 [=====>........................] - ETA: 22:26 - loss: 1024.6481 - logits_profile_predictions_loss: 1001.4044 - logcount_predictions_loss: 0.8738 452/2081 [=====>........................] - ETA: 22:25 - loss: 1024.6466 - logits_profile_predictions_loss: 1001.4025 - logcount_predictions_loss: 0.8738 453/2081 [=====>........................] 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logcount_predictions_loss: 0.8745 - val_loss: 1070.4368 - val_logits_profile_predictions_loss: 1045.4464 - val_logcount_predictions_loss: 0.9395 + +Epoch 00008: val_loss improved from 1093.99219 to 1070.43677, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 9/50 + 1/2081 [..............................] - ETA: 29:55 - loss: 827.8720 - logits_profile_predictions_loss: 801.3981 - logcount_predictions_loss: 0.9953 2/2081 [..............................] - ETA: 28:25 - loss: 869.3861 - logits_profile_predictions_loss: 843.0631 - logcount_predictions_loss: 0.9896 3/2081 [..............................] - ETA: 28:23 - loss: 906.4927 - logits_profile_predictions_loss: 880.7444 - logcount_predictions_loss: 0.9680 4/2081 [..............................] - ETA: 28:23 - loss: 915.1161 - logits_profile_predictions_loss: 889.6686 - logcount_predictions_loss: 0.9567 5/2081 [..............................] - ETA: 28:23 - loss: 920.3509 - logits_profile_predictions_loss: 895.1653 - logcount_predictions_loss: 0.9468 6/2081 [..............................] - ETA: 28:25 - loss: 929.1643 - logits_profile_predictions_loss: 904.2460 - logcount_predictions_loss: 0.9368 7/2081 [..............................] - ETA: 28:24 - loss: 936.2544 - logits_profile_predictions_loss: 911.6762 - logcount_predictions_loss: 0.9240 8/2081 [..............................] - ETA: 28:24 - loss: 943.1145 - logits_profile_predictions_loss: 918.9460 - logcount_predictions_loss: 0.9086 9/2081 [..............................] - ETA: 28:24 - loss: 947.1200 - logits_profile_predictions_loss: 923.3210 - logcount_predictions_loss: 0.8947 10/2081 [..............................] - ETA: 28:25 - loss: 954.2934 - logits_profile_predictions_loss: 930.7942 - logcount_predictions_loss: 0.8834 11/2081 [..............................] - ETA: 28:24 - loss: 959.3749 - logits_profile_predictions_loss: 936.1138 - logcount_predictions_loss: 0.8745 12/2081 [..............................] - ETA: 28:23 - loss: 964.7664 - logits_profile_predictions_loss: 941.7060 - logcount_predictions_loss: 0.8669 13/2081 [..............................] - ETA: 28:22 - loss: 968.9195 - logits_profile_predictions_loss: 945.9980 - logcount_predictions_loss: 0.8617 14/2081 [..............................] - ETA: 28:21 - loss: 972.1081 - logits_profile_predictions_loss: 949.2879 - logcount_predictions_loss: 0.8579 15/2081 [..............................] - ETA: 28:20 - loss: 975.5948 - logits_profile_predictions_loss: 952.8352 - logcount_predictions_loss: 0.8556 16/2081 [..............................] - ETA: 28:20 - loss: 978.9917 - logits_profile_predictions_loss: 956.2868 - logcount_predictions_loss: 0.8536 17/2081 [..............................] - ETA: 28:19 - loss: 982.1259 - logits_profile_predictions_loss: 959.4554 - logcount_predictions_loss: 0.8523 18/2081 [..............................] - ETA: 28:18 - loss: 985.0437 - logits_profile_predictions_loss: 962.4083 - logcount_predictions_loss: 0.8510 19/2081 [..............................] - ETA: 28:18 - loss: 987.8344 - logits_profile_predictions_loss: 965.2399 - logcount_predictions_loss: 0.8494 20/2081 [..............................] - ETA: 28:17 - loss: 989.7398 - logits_profile_predictions_loss: 967.1879 - logcount_predictions_loss: 0.8478 21/2081 [..............................] - ETA: 28:17 - loss: 991.6336 - logits_profile_predictions_loss: 969.1059 - logcount_predictions_loss: 0.8469 22/2081 [..............................] - ETA: 28:16 - loss: 993.1472 - logits_profile_predictions_loss: 970.6497 - logcount_predictions_loss: 0.8458 23/2081 [..............................] - ETA: 28:15 - loss: 994.7110 - logits_profile_predictions_loss: 972.2373 - logcount_predictions_loss: 0.8449 24/2081 [..............................] - ETA: 28:14 - loss: 995.7854 - logits_profile_predictions_loss: 973.3326 - logcount_predictions_loss: 0.8441 25/2081 [..............................] - ETA: 28:13 - loss: 996.9640 - logits_profile_predictions_loss: 974.5245 - logcount_predictions_loss: 0.8436 26/2081 [..............................] - ETA: 28:13 - loss: 997.9209 - logits_profile_predictions_loss: 975.4973 - logcount_predictions_loss: 0.8430 27/2081 [..............................] - ETA: 28:12 - loss: 998.6589 - logits_profile_predictions_loss: 976.2468 - logcount_predictions_loss: 0.8426 28/2081 [..............................] - ETA: 28:11 - loss: 999.2925 - logits_profile_predictions_loss: 976.8976 - logcount_predictions_loss: 0.8419 29/2081 [..............................] - ETA: 28:11 - loss: 999.7436 - logits_profile_predictions_loss: 977.3654 - logcount_predictions_loss: 0.8413 30/2081 [..............................] - ETA: 28:11 - loss: 1000.2900 - logits_profile_predictions_loss: 977.9266 - logcount_predictions_loss: 0.8407 31/2081 [..............................] - ETA: 28:10 - loss: 1000.7819 - logits_profile_predictions_loss: 978.4361 - logcount_predictions_loss: 0.8401 32/2081 [..............................] - ETA: 28:09 - loss: 1001.1979 - logits_profile_predictions_loss: 978.8623 - logcount_predictions_loss: 0.8397 33/2081 [..............................] - ETA: 28:08 - loss: 1001.6412 - logits_profile_predictions_loss: 979.3130 - logcount_predictions_loss: 0.8394 34/2081 [..............................] - ETA: 28:08 - loss: 1002.0555 - logits_profile_predictions_loss: 979.7311 - logcount_predictions_loss: 0.8393 35/2081 [..............................] - ETA: 28:07 - loss: 1002.5601 - logits_profile_predictions_loss: 980.2387 - logcount_predictions_loss: 0.8391 36/2081 [..............................] - ETA: 28:06 - loss: 1003.0835 - logits_profile_predictions_loss: 980.7685 - logcount_predictions_loss: 0.8389 37/2081 [..............................] - ETA: 28:05 - loss: 1003.5142 - logits_profile_predictions_loss: 981.2021 - logcount_predictions_loss: 0.8388 38/2081 [..............................] - ETA: 28:04 - loss: 1004.0063 - logits_profile_predictions_loss: 981.6948 - logcount_predictions_loss: 0.8388 39/2081 [..............................] - ETA: 28:04 - loss: 1004.5020 - logits_profile_predictions_loss: 982.1910 - logcount_predictions_loss: 0.8388 40/2081 [..............................] - ETA: 28:03 - loss: 1004.9957 - logits_profile_predictions_loss: 982.6898 - logcount_predictions_loss: 0.8386 41/2081 [..............................] - ETA: 28:03 - loss: 1005.4198 - logits_profile_predictions_loss: 983.1203 - logcount_predictions_loss: 0.8383 42/2081 [..............................] - ETA: 28:02 - loss: 1005.7651 - logits_profile_predictions_loss: 983.4705 - logcount_predictions_loss: 0.8381 43/2081 [..............................] - ETA: 28:01 - loss: 1006.2050 - logits_profile_predictions_loss: 983.9158 - logcount_predictions_loss: 0.8379 44/2081 [..............................] - ETA: 28:00 - loss: 1006.6806 - logits_profile_predictions_loss: 984.3958 - logcount_predictions_loss: 0.8378 45/2081 [..............................] - ETA: 27:59 - loss: 1007.1539 - logits_profile_predictions_loss: 984.8747 - logcount_predictions_loss: 0.8376 46/2081 [..............................] - ETA: 27:59 - loss: 1007.6071 - logits_profile_predictions_loss: 985.3306 - logcount_predictions_loss: 0.8375 47/2081 [..............................] - ETA: 27:58 - loss: 1008.0415 - logits_profile_predictions_loss: 985.7680 - logcount_predictions_loss: 0.8374 48/2081 [..............................] - ETA: 27:57 - loss: 1008.4621 - logits_profile_predictions_loss: 986.1902 - logcount_predictions_loss: 0.8373 49/2081 [..............................] - ETA: 27:56 - loss: 1008.8528 - logits_profile_predictions_loss: 986.5843 - logcount_predictions_loss: 0.8372 50/2081 [..............................] - ETA: 27:55 - loss: 1009.3073 - logits_profile_predictions_loss: 987.0393 - logcount_predictions_loss: 0.8371 51/2081 [..............................] - ETA: 27:55 - loss: 1009.7024 - logits_profile_predictions_loss: 987.4351 - logcount_predictions_loss: 0.8371 52/2081 [..............................] - ETA: 27:54 - loss: 1010.1651 - logits_profile_predictions_loss: 987.8955 - logcount_predictions_loss: 0.8372 53/2081 [..............................] - ETA: 27:53 - loss: 1010.6113 - logits_profile_predictions_loss: 988.3413 - logcount_predictions_loss: 0.8372 54/2081 [..............................] - ETA: 27:52 - loss: 1011.0057 - logits_profile_predictions_loss: 988.7346 - logcount_predictions_loss: 0.8373 55/2081 [..............................] - ETA: 27:51 - loss: 1011.3794 - logits_profile_predictions_loss: 989.1082 - logcount_predictions_loss: 0.8373 56/2081 [..............................] - ETA: 27:50 - loss: 1011.7166 - logits_profile_predictions_loss: 989.4445 - logcount_predictions_loss: 0.8373 57/2081 [..............................] - ETA: 27:49 - loss: 1012.0340 - logits_profile_predictions_loss: 989.7597 - logcount_predictions_loss: 0.8374 58/2081 [..............................] - ETA: 27:49 - loss: 1012.2966 - logits_profile_predictions_loss: 990.0197 - logcount_predictions_loss: 0.8375 59/2081 [..............................] - ETA: 27:48 - loss: 1012.5156 - logits_profile_predictions_loss: 990.2351 - logcount_predictions_loss: 0.8376 60/2081 [..............................] - ETA: 27:47 - loss: 1012.7328 - logits_profile_predictions_loss: 990.4474 - logcount_predictions_loss: 0.8378 61/2081 [..............................] - ETA: 27:46 - loss: 1012.9079 - logits_profile_predictions_loss: 990.6194 - logcount_predictions_loss: 0.8379 62/2081 [..............................] - ETA: 27:45 - loss: 1013.0634 - logits_profile_predictions_loss: 990.7705 - logcount_predictions_loss: 0.8381 63/2081 [..............................] - ETA: 27:45 - loss: 1013.1926 - logits_profile_predictions_loss: 990.8942 - logcount_predictions_loss: 0.8383 64/2081 [..............................] - ETA: 27:44 - loss: 1013.2905 - logits_profile_predictions_loss: 990.9877 - logcount_predictions_loss: 0.8385 65/2081 [..............................] - ETA: 27:43 - loss: 1013.3342 - logits_profile_predictions_loss: 991.0280 - logcount_predictions_loss: 0.8386 66/2081 [..............................] - ETA: 27:42 - loss: 1013.4241 - logits_profile_predictions_loss: 991.1154 - logcount_predictions_loss: 0.8387 67/2081 [..............................] - ETA: 27:41 - loss: 1013.4705 - logits_profile_predictions_loss: 991.1582 - logcount_predictions_loss: 0.8388 68/2081 [..............................] - ETA: 27:41 - loss: 1013.4853 - logits_profile_predictions_loss: 991.1676 - logcount_predictions_loss: 0.8390 69/2081 [..............................] - ETA: 27:40 - loss: 1013.4987 - logits_profile_predictions_loss: 991.1772 - logcount_predictions_loss: 0.8392 70/2081 [>.............................] - ETA: 27:39 - loss: 1013.4878 - logits_profile_predictions_loss: 991.1634 - logcount_predictions_loss: 0.8393 71/2081 [>.............................] - ETA: 27:38 - loss: 1013.4767 - logits_profile_predictions_loss: 991.1491 - logcount_predictions_loss: 0.8394 72/2081 [>.............................] - ETA: 27:38 - loss: 1013.4617 - logits_profile_predictions_loss: 991.1302 - logcount_predictions_loss: 0.8395 73/2081 [>.............................] - ETA: 27:37 - loss: 1013.4509 - logits_profile_predictions_loss: 991.1156 - logcount_predictions_loss: 0.8397 74/2081 [>.............................] - ETA: 27:36 - loss: 1013.4882 - logits_profile_predictions_loss: 991.1486 - logcount_predictions_loss: 0.8398 75/2081 [>.............................] - ETA: 27:35 - loss: 1013.6019 - logits_profile_predictions_loss: 991.2561 - logcount_predictions_loss: 0.8401 76/2081 [>.............................] - ETA: 27:34 - loss: 1013.6878 - logits_profile_predictions_loss: 991.3366 - logcount_predictions_loss: 0.8403 77/2081 [>.............................] - ETA: 27:33 - loss: 1013.7583 - logits_profile_predictions_loss: 991.4026 - logcount_predictions_loss: 0.8404 78/2081 [>.............................] - ETA: 27:33 - loss: 1013.8302 - logits_profile_predictions_loss: 991.4698 - logcount_predictions_loss: 0.8406 79/2081 [>.............................] - ETA: 27:32 - loss: 1013.8928 - logits_profile_predictions_loss: 991.5288 - logcount_predictions_loss: 0.8408 80/2081 [>.............................] - ETA: 27:31 - loss: 1013.9518 - logits_profile_predictions_loss: 991.5839 - logcount_predictions_loss: 0.8409 81/2081 [>.............................] - ETA: 27:30 - loss: 1013.9951 - logits_profile_predictions_loss: 991.6232 - logcount_predictions_loss: 0.8410 82/2081 [>.............................] - ETA: 27:30 - loss: 1014.0378 - logits_profile_predictions_loss: 991.6616 - logcount_predictions_loss: 0.8412 83/2081 [>.............................] - ETA: 27:29 - loss: 1014.0727 - logits_profile_predictions_loss: 991.6922 - logcount_predictions_loss: 0.8414 84/2081 [>.............................] - ETA: 27:28 - loss: 1014.1179 - logits_profile_predictions_loss: 991.7331 - logcount_predictions_loss: 0.8415 85/2081 [>.............................] - ETA: 27:27 - loss: 1014.1367 - logits_profile_predictions_loss: 991.7471 - logcount_predictions_loss: 0.8417 86/2081 [>.............................] - ETA: 27:26 - loss: 1014.1401 - logits_profile_predictions_loss: 991.7465 - logcount_predictions_loss: 0.8419 87/2081 [>.............................] - ETA: 27:25 - loss: 1014.1817 - logits_profile_predictions_loss: 991.7839 - logcount_predictions_loss: 0.8420 88/2081 [>.............................] - ETA: 27:25 - loss: 1014.2246 - logits_profile_predictions_loss: 991.8225 - logcount_predictions_loss: 0.8422 89/2081 [>.............................] - ETA: 27:24 - loss: 1014.2653 - logits_profile_predictions_loss: 991.8588 - logcount_predictions_loss: 0.8424 90/2081 [>.............................] - ETA: 27:23 - loss: 1014.2897 - logits_profile_predictions_loss: 991.8793 - logcount_predictions_loss: 0.8425 91/2081 [>.............................] - ETA: 27:22 - loss: 1014.3140 - logits_profile_predictions_loss: 991.9001 - logcount_predictions_loss: 0.8426 92/2081 [>.............................] - ETA: 27:21 - loss: 1014.3144 - logits_profile_predictions_loss: 991.8979 - logcount_predictions_loss: 0.8427 93/2081 [>.............................] - ETA: 27:21 - loss: 1014.2959 - logits_profile_predictions_loss: 991.8754 - logcount_predictions_loss: 0.8429 94/2081 [>.............................] - ETA: 27:20 - loss: 1014.2835 - logits_profile_predictions_loss: 991.8591 - logcount_predictions_loss: 0.8430 95/2081 [>.............................] - ETA: 27:19 - loss: 1014.2932 - logits_profile_predictions_loss: 991.8652 - logcount_predictions_loss: 0.8432 96/2081 [>.............................] - ETA: 27:18 - loss: 1014.2968 - logits_profile_predictions_loss: 991.8648 - logcount_predictions_loss: 0.8433 97/2081 [>.............................] - ETA: 27:17 - loss: 1014.2973 - logits_profile_predictions_loss: 991.8618 - logcount_predictions_loss: 0.8434 98/2081 [>.............................] - ETA: 27:17 - loss: 1014.2871 - logits_profile_predictions_loss: 991.8489 - logcount_predictions_loss: 0.8435 99/2081 [>.............................] - ETA: 27:16 - loss: 1014.2521 - logits_profile_predictions_loss: 991.8114 - logcount_predictions_loss: 0.8436 100/2081 [>.............................] - ETA: 27:15 - loss: 1014.2297 - logits_profile_predictions_loss: 991.7857 - logcount_predictions_loss: 0.8438 101/2081 [>.............................] - ETA: 27:14 - loss: 1014.2003 - logits_profile_predictions_loss: 991.7526 - logcount_predictions_loss: 0.8439 102/2081 [>.............................] - ETA: 27:13 - loss: 1014.1640 - logits_profile_predictions_loss: 991.7127 - logcount_predictions_loss: 0.8440 103/2081 [>.............................] - ETA: 27:12 - loss: 1014.1427 - logits_profile_predictions_loss: 991.6877 - logcount_predictions_loss: 0.8442 104/2081 [>.............................] - ETA: 27:12 - loss: 1014.1196 - logits_profile_predictions_loss: 991.6607 - logcount_predictions_loss: 0.8443 105/2081 [>.............................] - ETA: 27:11 - loss: 1014.1098 - logits_profile_predictions_loss: 991.6469 - logcount_predictions_loss: 0.8445 106/2081 [>.............................] - ETA: 27:10 - loss: 1014.0947 - logits_profile_predictions_loss: 991.6275 - logcount_predictions_loss: 0.8446 107/2081 [>.............................] - ETA: 27:09 - loss: 1014.0814 - logits_profile_predictions_loss: 991.6103 - logcount_predictions_loss: 0.8448 108/2081 [>.............................] - ETA: 27:08 - loss: 1014.0714 - logits_profile_predictions_loss: 991.5970 - logcount_predictions_loss: 0.8449 109/2081 [>.............................] - ETA: 27:07 - loss: 1014.0586 - logits_profile_predictions_loss: 991.5805 - logcount_predictions_loss: 0.8450 110/2081 [>.............................] - ETA: 27:06 - loss: 1014.0463 - logits_profile_predictions_loss: 991.5643 - logcount_predictions_loss: 0.8452 111/2081 [>.............................] - ETA: 27:06 - loss: 1014.0428 - logits_profile_predictions_loss: 991.5571 - logcount_predictions_loss: 0.8453 112/2081 [>.............................] - ETA: 27:05 - loss: 1014.0491 - logits_profile_predictions_loss: 991.5596 - logcount_predictions_loss: 0.8455 113/2081 [>.............................] - ETA: 27:04 - loss: 1014.0592 - logits_profile_predictions_loss: 991.5655 - logcount_predictions_loss: 0.8456 114/2081 [>.............................] - ETA: 27:03 - loss: 1014.0830 - logits_profile_predictions_loss: 991.5846 - logcount_predictions_loss: 0.8458 115/2081 [>.............................] - ETA: 27:03 - loss: 1014.0916 - logits_profile_predictions_loss: 991.5882 - logcount_predictions_loss: 0.8460 116/2081 [>.............................] - ETA: 27:02 - loss: 1014.0859 - logits_profile_predictions_loss: 991.5775 - logcount_predictions_loss: 0.8462 117/2081 [>.............................] - ETA: 27:01 - loss: 1014.0745 - logits_profile_predictions_loss: 991.5615 - logcount_predictions_loss: 0.8464 118/2081 [>.............................] - ETA: 27:00 - loss: 1014.0578 - logits_profile_predictions_loss: 991.5405 - logcount_predictions_loss: 0.8465 119/2081 [>.............................] - ETA: 26:59 - loss: 1014.0252 - logits_profile_predictions_loss: 991.5036 - logcount_predictions_loss: 0.8467 120/2081 [>.............................] - ETA: 26:58 - loss: 1014.0060 - logits_profile_predictions_loss: 991.4800 - logcount_predictions_loss: 0.8468 121/2081 [>.............................] - ETA: 26:58 - loss: 1013.9908 - logits_profile_predictions_loss: 991.4607 - logcount_predictions_loss: 0.8470 122/2081 [>.............................] - ETA: 26:57 - loss: 1014.0070 - logits_profile_predictions_loss: 991.4726 - logcount_predictions_loss: 0.8472 123/2081 [>.............................] - ETA: 26:56 - loss: 1014.0092 - logits_profile_predictions_loss: 991.4707 - logcount_predictions_loss: 0.8473 124/2081 [>.............................] - ETA: 26:55 - loss: 1014.0055 - logits_profile_predictions_loss: 991.4631 - logcount_predictions_loss: 0.8475 125/2081 [>.............................] - ETA: 26:54 - loss: 1014.0010 - logits_profile_predictions_loss: 991.4554 - logcount_predictions_loss: 0.8476 126/2081 [>.............................] - ETA: 26:54 - loss: 1013.9943 - logits_profile_predictions_loss: 991.4456 - logcount_predictions_loss: 0.8477 127/2081 [>.............................] - ETA: 26:53 - loss: 1013.9898 - logits_profile_predictions_loss: 991.4381 - logcount_predictions_loss: 0.8478 128/2081 [>.............................] - ETA: 26:52 - loss: 1013.9837 - logits_profile_predictions_loss: 991.4292 - logcount_predictions_loss: 0.8479 129/2081 [>.............................] - ETA: 26:51 - loss: 1013.9878 - logits_profile_predictions_loss: 991.4309 - logcount_predictions_loss: 0.8480 130/2081 [>.............................] - ETA: 26:50 - loss: 1014.0006 - logits_profile_predictions_loss: 991.4420 - logcount_predictions_loss: 0.8481 131/2081 [>.............................] - ETA: 26:49 - loss: 1014.0183 - logits_profile_predictions_loss: 991.4581 - logcount_predictions_loss: 0.8481 132/2081 [>.............................] - ETA: 26:49 - loss: 1014.0306 - logits_profile_predictions_loss: 991.4683 - logcount_predictions_loss: 0.8482 133/2081 [>.............................] - ETA: 26:48 - loss: 1014.0378 - logits_profile_predictions_loss: 991.4743 - logcount_predictions_loss: 0.8483 134/2081 [>.............................] - ETA: 26:47 - loss: 1014.0372 - logits_profile_predictions_loss: 991.4720 - logcount_predictions_loss: 0.8483 135/2081 [>.............................] - ETA: 26:46 - loss: 1014.0232 - logits_profile_predictions_loss: 991.4565 - logcount_predictions_loss: 0.8484 136/2081 [>.............................] - ETA: 26:45 - loss: 1014.0233 - logits_profile_predictions_loss: 991.4547 - logcount_predictions_loss: 0.8484 137/2081 [>.............................] - ETA: 26:45 - loss: 1014.0226 - logits_profile_predictions_loss: 991.4525 - logcount_predictions_loss: 0.8485 138/2081 [>.............................] - ETA: 26:44 - loss: 1014.0105 - logits_profile_predictions_loss: 991.4386 - logcount_predictions_loss: 0.8486 139/2081 [=>............................] - ETA: 26:43 - loss: 1013.9918 - logits_profile_predictions_loss: 991.4183 - logcount_predictions_loss: 0.8486 140/2081 [=>............................] - ETA: 26:42 - loss: 1013.9718 - logits_profile_predictions_loss: 991.3953 - logcount_predictions_loss: 0.8487 141/2081 [=>............................] - ETA: 26:41 - loss: 1013.9496 - logits_profile_predictions_loss: 991.3700 - logcount_predictions_loss: 0.8489 142/2081 [=>............................] - ETA: 26:41 - loss: 1013.9320 - logits_profile_predictions_loss: 991.3495 - logcount_predictions_loss: 0.8490 143/2081 [=>............................] - ETA: 26:40 - loss: 1013.9122 - logits_profile_predictions_loss: 991.3270 - logcount_predictions_loss: 0.8491 144/2081 [=>............................] - ETA: 26:39 - loss: 1013.8935 - logits_profile_predictions_loss: 991.3057 - logcount_predictions_loss: 0.8492 145/2081 [=>............................] - ETA: 26:38 - loss: 1013.8663 - logits_profile_predictions_loss: 991.2760 - logcount_predictions_loss: 0.8493 146/2081 [=>............................] - ETA: 26:37 - loss: 1013.8524 - logits_profile_predictions_loss: 991.2600 - logcount_predictions_loss: 0.8493 147/2081 [=>............................] - ETA: 26:36 - loss: 1013.8439 - logits_profile_predictions_loss: 991.2498 - logcount_predictions_loss: 0.8494 148/2081 [=>............................] - ETA: 26:36 - loss: 1013.8314 - logits_profile_predictions_loss: 991.2352 - logcount_predictions_loss: 0.8495 149/2081 [=>............................] - ETA: 26:35 - loss: 1013.8171 - logits_profile_predictions_loss: 991.2190 - logcount_predictions_loss: 0.8496 150/2081 [=>............................] - ETA: 26:34 - loss: 1013.8013 - logits_profile_predictions_loss: 991.2018 - logcount_predictions_loss: 0.8496 151/2081 [=>............................] - ETA: 26:33 - loss: 1013.7945 - logits_profile_predictions_loss: 991.1939 - logcount_predictions_loss: 0.8496 152/2081 [=>............................] - ETA: 26:32 - loss: 1013.7873 - logits_profile_predictions_loss: 991.1857 - logcount_predictions_loss: 0.8497 153/2081 [=>............................] - ETA: 26:32 - loss: 1013.7753 - logits_profile_predictions_loss: 991.1725 - logcount_predictions_loss: 0.8497 154/2081 [=>............................] - ETA: 26:31 - loss: 1013.7662 - logits_profile_predictions_loss: 991.1625 - logcount_predictions_loss: 0.8498 155/2081 [=>............................] - ETA: 26:30 - loss: 1013.7573 - logits_profile_predictions_loss: 991.1530 - logcount_predictions_loss: 0.8498 156/2081 [=>............................] - ETA: 26:29 - loss: 1013.7429 - logits_profile_predictions_loss: 991.1380 - logcount_predictions_loss: 0.8498 157/2081 [=>............................] - ETA: 26:28 - loss: 1013.7270 - logits_profile_predictions_loss: 991.1213 - logcount_predictions_loss: 0.8498 158/2081 [=>............................] - ETA: 26:27 - loss: 1013.7165 - logits_profile_predictions_loss: 991.1102 - logcount_predictions_loss: 0.8499 159/2081 [=>............................] - ETA: 26:27 - loss: 1013.7088 - logits_profile_predictions_loss: 991.1018 - logcount_predictions_loss: 0.8499 160/2081 [=>............................] - ETA: 26:26 - loss: 1013.7010 - logits_profile_predictions_loss: 991.0934 - logcount_predictions_loss: 0.8499 161/2081 [=>............................] - ETA: 26:25 - loss: 1013.6972 - logits_profile_predictions_loss: 991.0889 - logcount_predictions_loss: 0.8499 162/2081 [=>............................] - ETA: 26:24 - loss: 1013.6929 - logits_profile_predictions_loss: 991.0839 - logcount_predictions_loss: 0.8500 163/2081 [=>............................] - ETA: 26:24 - loss: 1013.6887 - logits_profile_predictions_loss: 991.0791 - logcount_predictions_loss: 0.8500 164/2081 [=>............................] - ETA: 26:23 - loss: 1013.6810 - logits_profile_predictions_loss: 991.0707 - logcount_predictions_loss: 0.8500 165/2081 [=>............................] - ETA: 26:22 - loss: 1013.6685 - logits_profile_predictions_loss: 991.0575 - logcount_predictions_loss: 0.8500 166/2081 [=>............................] - ETA: 26:21 - loss: 1013.6550 - logits_profile_predictions_loss: 991.0436 - logcount_predictions_loss: 0.8501 167/2081 [=>............................] - ETA: 26:20 - loss: 1013.6410 - logits_profile_predictions_loss: 991.0292 - logcount_predictions_loss: 0.8501 168/2081 [=>............................] - ETA: 26:19 - loss: 1013.6344 - logits_profile_predictions_loss: 991.0223 - logcount_predictions_loss: 0.8501 169/2081 [=>............................] - ETA: 26:19 - loss: 1013.6340 - logits_profile_predictions_loss: 991.0215 - logcount_predictions_loss: 0.8501 170/2081 [=>............................] - ETA: 26:18 - loss: 1013.6367 - logits_profile_predictions_loss: 991.0239 - logcount_predictions_loss: 0.8501 171/2081 [=>............................] - ETA: 26:17 - loss: 1013.6351 - logits_profile_predictions_loss: 991.0223 - logcount_predictions_loss: 0.8501 172/2081 [=>............................] - ETA: 26:16 - loss: 1013.6363 - logits_profile_predictions_loss: 991.0234 - logcount_predictions_loss: 0.8501 173/2081 [=>............................] - ETA: 26:15 - loss: 1013.6350 - logits_profile_predictions_loss: 991.0216 - logcount_predictions_loss: 0.8501 174/2081 [=>............................] - ETA: 26:14 - loss: 1013.6350 - logits_profile_predictions_loss: 991.0209 - logcount_predictions_loss: 0.8502 175/2081 [=>............................] - ETA: 26:14 - loss: 1013.6378 - logits_profile_predictions_loss: 991.0232 - logcount_predictions_loss: 0.8502 176/2081 [=>............................] - ETA: 26:13 - loss: 1013.6440 - logits_profile_predictions_loss: 991.0286 - logcount_predictions_loss: 0.8502 177/2081 [=>............................] - ETA: 26:12 - loss: 1013.6451 - logits_profile_predictions_loss: 991.0288 - logcount_predictions_loss: 0.8502 178/2081 [=>............................] - ETA: 26:11 - loss: 1013.6469 - logits_profile_predictions_loss: 991.0300 - logcount_predictions_loss: 0.8503 179/2081 [=>............................] - ETA: 26:10 - loss: 1013.6464 - logits_profile_predictions_loss: 991.0285 - logcount_predictions_loss: 0.8503 180/2081 [=>............................] - ETA: 26:09 - loss: 1013.6488 - logits_profile_predictions_loss: 991.0298 - logcount_predictions_loss: 0.8503 181/2081 [=>............................] - ETA: 26:09 - loss: 1013.6521 - logits_profile_predictions_loss: 991.0322 - logcount_predictions_loss: 0.8504 182/2081 [=>............................] - ETA: 26:08 - loss: 1013.6597 - logits_profile_predictions_loss: 991.0386 - logcount_predictions_loss: 0.8504 183/2081 [=>............................] - ETA: 26:07 - loss: 1013.6616 - logits_profile_predictions_loss: 991.0394 - logcount_predictions_loss: 0.8505 184/2081 [=>............................] - ETA: 26:06 - loss: 1013.6618 - logits_profile_predictions_loss: 991.0383 - logcount_predictions_loss: 0.8505 185/2081 [=>............................] - ETA: 26:05 - loss: 1013.6587 - logits_profile_predictions_loss: 991.0339 - logcount_predictions_loss: 0.8506 186/2081 [=>............................] - ETA: 26:05 - loss: 1013.6651 - logits_profile_predictions_loss: 991.0391 - logcount_predictions_loss: 0.8506 187/2081 [=>............................] - ETA: 26:04 - loss: 1013.6730 - logits_profile_predictions_loss: 991.0456 - logcount_predictions_loss: 0.8507 188/2081 [=>............................] - ETA: 26:03 - loss: 1013.6832 - logits_profile_predictions_loss: 991.0542 - logcount_predictions_loss: 0.8507 189/2081 [=>............................] - ETA: 26:02 - loss: 1013.6918 - logits_profile_predictions_loss: 991.0615 - logcount_predictions_loss: 0.8508 190/2081 [=>............................] - ETA: 26:01 - loss: 1013.6936 - logits_profile_predictions_loss: 991.0618 - logcount_predictions_loss: 0.8508 191/2081 [=>............................] - ETA: 26:00 - loss: 1013.6902 - logits_profile_predictions_loss: 991.0570 - logcount_predictions_loss: 0.8509 192/2081 [=>............................] - ETA: 26:00 - loss: 1013.6876 - logits_profile_predictions_loss: 991.0529 - logcount_predictions_loss: 0.8509 193/2081 [=>............................] - ETA: 25:59 - loss: 1013.6865 - logits_profile_predictions_loss: 991.0503 - logcount_predictions_loss: 0.8510 194/2081 [=>............................] - ETA: 25:58 - loss: 1013.6894 - logits_profile_predictions_loss: 991.0517 - logcount_predictions_loss: 0.8510 195/2081 [=>............................] - ETA: 25:57 - loss: 1013.6926 - logits_profile_predictions_loss: 991.0535 - logcount_predictions_loss: 0.8511 196/2081 [=>............................] - ETA: 25:56 - loss: 1013.7002 - logits_profile_predictions_loss: 991.0595 - logcount_predictions_loss: 0.8512 197/2081 [=>............................] - ETA: 25:55 - loss: 1013.7054 - logits_profile_predictions_loss: 991.0630 - logcount_predictions_loss: 0.8512 198/2081 [=>............................] - ETA: 25:55 - loss: 1013.7073 - logits_profile_predictions_loss: 991.0631 - logcount_predictions_loss: 0.8513 199/2081 [=>............................] - ETA: 25:54 - loss: 1013.7092 - logits_profile_predictions_loss: 991.0633 - logcount_predictions_loss: 0.8513 200/2081 [=>............................] - ETA: 25:53 - loss: 1013.7097 - logits_profile_predictions_loss: 991.0620 - logcount_predictions_loss: 0.8514 201/2081 [=>............................] - ETA: 25:52 - loss: 1013.7136 - logits_profile_predictions_loss: 991.0637 - logcount_predictions_loss: 0.8515 202/2081 [=>............................] - ETA: 25:51 - loss: 1013.7183 - logits_profile_predictions_loss: 991.0664 - logcount_predictions_loss: 0.8516 203/2081 [=>............................] - ETA: 25:50 - loss: 1013.7229 - logits_profile_predictions_loss: 991.0689 - logcount_predictions_loss: 0.8517 204/2081 [=>............................] - ETA: 25:50 - loss: 1013.7261 - logits_profile_predictions_loss: 991.0699 - logcount_predictions_loss: 0.8517 205/2081 [=>............................] - ETA: 25:49 - loss: 1013.7252 - logits_profile_predictions_loss: 991.0670 - logcount_predictions_loss: 0.8518 206/2081 [=>............................] - ETA: 25:48 - loss: 1013.7250 - logits_profile_predictions_loss: 991.0651 - logcount_predictions_loss: 0.8519 207/2081 [=>............................] - ETA: 25:47 - loss: 1013.7241 - logits_profile_predictions_loss: 991.0622 - logcount_predictions_loss: 0.8519 208/2081 [=>............................] - ETA: 25:46 - loss: 1013.7277 - logits_profile_predictions_loss: 991.0640 - logcount_predictions_loss: 0.8520 209/2081 [==>...........................] - ETA: 25:46 - loss: 1013.7288 - logits_profile_predictions_loss: 991.0632 - logcount_predictions_loss: 0.8521 210/2081 [==>...........................] - ETA: 25:45 - loss: 1013.7280 - logits_profile_predictions_loss: 991.0606 - logcount_predictions_loss: 0.8522 211/2081 [==>...........................] - ETA: 25:44 - loss: 1013.7254 - logits_profile_predictions_loss: 991.0561 - logcount_predictions_loss: 0.8522 212/2081 [==>...........................] - ETA: 25:43 - loss: 1013.7257 - logits_profile_predictions_loss: 991.0546 - logcount_predictions_loss: 0.8523 213/2081 [==>...........................] - ETA: 25:42 - loss: 1013.7210 - logits_profile_predictions_loss: 991.0481 - logcount_predictions_loss: 0.8524 214/2081 [==>...........................] - ETA: 25:41 - loss: 1013.7169 - logits_profile_predictions_loss: 991.0421 - logcount_predictions_loss: 0.8524 215/2081 [==>...........................] - ETA: 25:41 - loss: 1013.7125 - logits_profile_predictions_loss: 991.0359 - logcount_predictions_loss: 0.8525 216/2081 [==>...........................] - ETA: 25:40 - loss: 1013.7027 - logits_profile_predictions_loss: 991.0243 - logcount_predictions_loss: 0.8526 217/2081 [==>...........................] - ETA: 25:39 - loss: 1013.6931 - logits_profile_predictions_loss: 991.0131 - logcount_predictions_loss: 0.8526 218/2081 [==>...........................] - ETA: 25:38 - loss: 1013.6809 - logits_profile_predictions_loss: 990.9992 - logcount_predictions_loss: 0.8527 219/2081 [==>...........................] - ETA: 25:37 - loss: 1013.6713 - logits_profile_predictions_loss: 990.9880 - logcount_predictions_loss: 0.8528 220/2081 [==>...........................] - ETA: 25:37 - loss: 1013.6664 - logits_profile_predictions_loss: 990.9814 - logcount_predictions_loss: 0.8528 221/2081 [==>...........................] - ETA: 25:36 - loss: 1013.6591 - logits_profile_predictions_loss: 990.9726 - logcount_predictions_loss: 0.8529 222/2081 [==>...........................] - ETA: 25:35 - loss: 1013.6466 - logits_profile_predictions_loss: 990.9588 - logcount_predictions_loss: 0.8529 223/2081 [==>...........................] - ETA: 25:34 - loss: 1013.6385 - logits_profile_predictions_loss: 990.9490 - logcount_predictions_loss: 0.8530 224/2081 [==>...........................] - ETA: 25:33 - loss: 1013.6289 - logits_profile_predictions_loss: 990.9380 - logcount_predictions_loss: 0.8530 225/2081 [==>...........................] - ETA: 25:32 - loss: 1013.6181 - logits_profile_predictions_loss: 990.9258 - logcount_predictions_loss: 0.8531 226/2081 [==>...........................] - ETA: 25:32 - loss: 1013.6059 - logits_profile_predictions_loss: 990.9124 - logcount_predictions_loss: 0.8531 227/2081 [==>...........................] - ETA: 25:31 - loss: 1013.5950 - logits_profile_predictions_loss: 990.9003 - logcount_predictions_loss: 0.8532 228/2081 [==>...........................] - ETA: 25:30 - loss: 1013.5850 - logits_profile_predictions_loss: 990.8893 - logcount_predictions_loss: 0.8532 229/2081 [==>...........................] - ETA: 25:29 - loss: 1013.5721 - logits_profile_predictions_loss: 990.8753 - logcount_predictions_loss: 0.8533 230/2081 [==>...........................] - ETA: 25:28 - loss: 1013.5609 - logits_profile_predictions_loss: 990.8632 - logcount_predictions_loss: 0.8533 231/2081 [==>...........................] - ETA: 25:28 - loss: 1013.5483 - logits_profile_predictions_loss: 990.8494 - logcount_predictions_loss: 0.8533 232/2081 [==>...........................] - ETA: 25:27 - loss: 1013.5383 - logits_profile_predictions_loss: 990.8385 - logcount_predictions_loss: 0.8534 233/2081 [==>...........................] - ETA: 25:26 - loss: 1013.5288 - logits_profile_predictions_loss: 990.8281 - logcount_predictions_loss: 0.8534 234/2081 [==>...........................] - ETA: 25:25 - loss: 1013.5170 - logits_profile_predictions_loss: 990.8155 - logcount_predictions_loss: 0.8534 235/2081 [==>...........................] - ETA: 25:24 - loss: 1013.5086 - logits_profile_predictions_loss: 990.8065 - logcount_predictions_loss: 0.8535 236/2081 [==>...........................] - ETA: 25:23 - loss: 1013.5023 - logits_profile_predictions_loss: 990.7997 - logcount_predictions_loss: 0.8535 237/2081 [==>...........................] - ETA: 25:22 - loss: 1013.4979 - logits_profile_predictions_loss: 990.7948 - logcount_predictions_loss: 0.8535 238/2081 [==>...........................] - ETA: 25:22 - loss: 1013.4928 - logits_profile_predictions_loss: 990.7891 - logcount_predictions_loss: 0.8535 239/2081 [==>...........................] - ETA: 25:21 - loss: 1013.4892 - logits_profile_predictions_loss: 990.7848 - logcount_predictions_loss: 0.8535 240/2081 [==>...........................] - ETA: 25:20 - loss: 1013.4856 - logits_profile_predictions_loss: 990.7804 - logcount_predictions_loss: 0.8536 241/2081 [==>...........................] - ETA: 25:19 - loss: 1013.4797 - logits_profile_predictions_loss: 990.7738 - logcount_predictions_loss: 0.8536 242/2081 [==>...........................] - ETA: 25:18 - loss: 1013.4784 - logits_profile_predictions_loss: 990.7717 - logcount_predictions_loss: 0.8536 243/2081 [==>...........................] - ETA: 25:18 - loss: 1013.4755 - logits_profile_predictions_loss: 990.7681 - logcount_predictions_loss: 0.8537 244/2081 [==>...........................] - ETA: 25:17 - loss: 1013.4698 - logits_profile_predictions_loss: 990.7615 - logcount_predictions_loss: 0.8537 245/2081 [==>...........................] - ETA: 25:16 - loss: 1013.4661 - logits_profile_predictions_loss: 990.7570 - logcount_predictions_loss: 0.8537 246/2081 [==>...........................] - ETA: 25:15 - loss: 1013.4625 - logits_profile_predictions_loss: 990.7523 - logcount_predictions_loss: 0.8538 247/2081 [==>...........................] - ETA: 25:14 - loss: 1013.4619 - logits_profile_predictions_loss: 990.7506 - logcount_predictions_loss: 0.8538 248/2081 [==>...........................] - ETA: 25:13 - loss: 1013.4602 - logits_profile_predictions_loss: 990.7476 - logcount_predictions_loss: 0.8538 249/2081 [==>...........................] - ETA: 25:13 - loss: 1013.4570 - logits_profile_predictions_loss: 990.7433 - logcount_predictions_loss: 0.8539 250/2081 [==>...........................] - ETA: 25:12 - loss: 1013.4532 - logits_profile_predictions_loss: 990.7384 - logcount_predictions_loss: 0.8539 251/2081 [==>...........................] - ETA: 25:11 - loss: 1013.4537 - logits_profile_predictions_loss: 990.7377 - logcount_predictions_loss: 0.8540 252/2081 [==>...........................] - ETA: 25:10 - loss: 1013.4536 - logits_profile_predictions_loss: 990.7367 - logcount_predictions_loss: 0.8540 253/2081 [==>...........................] - ETA: 25:09 - loss: 1013.4539 - logits_profile_predictions_loss: 990.7360 - logcount_predictions_loss: 0.8540 254/2081 [==>...........................] - ETA: 25:09 - loss: 1013.4572 - logits_profile_predictions_loss: 990.7385 - logcount_predictions_loss: 0.8541 255/2081 [==>...........................] - ETA: 25:08 - loss: 1013.4639 - logits_profile_predictions_loss: 990.7444 - logcount_predictions_loss: 0.8541 256/2081 [==>...........................] - ETA: 25:07 - loss: 1013.4673 - logits_profile_predictions_loss: 990.7470 - logcount_predictions_loss: 0.8541 257/2081 [==>...........................] - ETA: 25:06 - loss: 1013.4683 - logits_profile_predictions_loss: 990.7472 - logcount_predictions_loss: 0.8542 258/2081 [==>...........................] - ETA: 25:05 - loss: 1013.4658 - logits_profile_predictions_loss: 990.7441 - logcount_predictions_loss: 0.8542 259/2081 [==>...........................] - ETA: 25:04 - loss: 1013.4649 - logits_profile_predictions_loss: 990.7424 - logcount_predictions_loss: 0.8542 260/2081 [==>...........................] - ETA: 25:04 - loss: 1013.4656 - logits_profile_predictions_loss: 990.7422 - logcount_predictions_loss: 0.8543 261/2081 [==>...........................] - ETA: 25:03 - loss: 1013.4675 - logits_profile_predictions_loss: 990.7432 - logcount_predictions_loss: 0.8543 262/2081 [==>...........................] - ETA: 25:02 - loss: 1013.4668 - logits_profile_predictions_loss: 990.7417 - logcount_predictions_loss: 0.8543 263/2081 [==>...........................] - ETA: 25:01 - loss: 1013.4630 - logits_profile_predictions_loss: 990.7369 - logcount_predictions_loss: 0.8544 264/2081 [==>...........................] - ETA: 25:00 - loss: 1013.4590 - logits_profile_predictions_loss: 990.7321 - logcount_predictions_loss: 0.8544 265/2081 [==>...........................] - ETA: 24:59 - loss: 1013.4576 - logits_profile_predictions_loss: 990.7298 - logcount_predictions_loss: 0.8544 266/2081 [==>...........................] - ETA: 24:59 - loss: 1013.4562 - logits_profile_predictions_loss: 990.7274 - logcount_predictions_loss: 0.8545 267/2081 [==>...........................] - ETA: 24:58 - loss: 1013.4537 - logits_profile_predictions_loss: 990.7239 - logcount_predictions_loss: 0.8545 268/2081 [==>...........................] - ETA: 24:57 - loss: 1013.4533 - logits_profile_predictions_loss: 990.7226 - logcount_predictions_loss: 0.8545 269/2081 [==>...........................] - ETA: 24:56 - loss: 1013.4518 - logits_profile_predictions_loss: 990.7202 - logcount_predictions_loss: 0.8546 270/2081 [==>...........................] - ETA: 24:55 - loss: 1013.4493 - logits_profile_predictions_loss: 990.7167 - logcount_predictions_loss: 0.8546 271/2081 [==>...........................] - ETA: 24:54 - loss: 1013.4476 - logits_profile_predictions_loss: 990.7140 - logcount_predictions_loss: 0.8546 272/2081 [==>...........................] - ETA: 24:54 - loss: 1013.4497 - logits_profile_predictions_loss: 990.7151 - logcount_predictions_loss: 0.8547 273/2081 [==>...........................] - ETA: 24:53 - loss: 1013.4519 - logits_profile_predictions_loss: 990.7165 - logcount_predictions_loss: 0.8547 274/2081 [==>...........................] - ETA: 24:52 - loss: 1013.4543 - logits_profile_predictions_loss: 990.7181 - logcount_predictions_loss: 0.8547 275/2081 [==>...........................] - ETA: 24:51 - loss: 1013.4554 - logits_profile_predictions_loss: 990.7185 - logcount_predictions_loss: 0.8548 276/2081 [==>...........................] - ETA: 24:50 - loss: 1013.4547 - logits_profile_predictions_loss: 990.7171 - logcount_predictions_loss: 0.8548 277/2081 [==>...........................] - ETA: 24:50 - loss: 1013.4567 - logits_profile_predictions_loss: 990.7185 - logcount_predictions_loss: 0.8548 278/2081 [===>..........................] - ETA: 24:49 - loss: 1013.4581 - logits_profile_predictions_loss: 990.7193 - logcount_predictions_loss: 0.8548 279/2081 [===>..........................] - ETA: 24:48 - loss: 1013.4622 - logits_profile_predictions_loss: 990.7227 - logcount_predictions_loss: 0.8549 280/2081 [===>..........................] - ETA: 24:47 - loss: 1013.4678 - logits_profile_predictions_loss: 990.7277 - logcount_predictions_loss: 0.8549 281/2081 [===>..........................] - ETA: 24:46 - loss: 1013.4707 - logits_profile_predictions_loss: 990.7299 - logcount_predictions_loss: 0.8549 282/2081 [===>..........................] - ETA: 24:45 - loss: 1013.4720 - logits_profile_predictions_loss: 990.7307 - logcount_predictions_loss: 0.8549 283/2081 [===>..........................] - ETA: 24:45 - loss: 1013.4728 - logits_profile_predictions_loss: 990.7308 - logcount_predictions_loss: 0.8550 284/2081 [===>..........................] - ETA: 24:44 - loss: 1013.4752 - logits_profile_predictions_loss: 990.7326 - logcount_predictions_loss: 0.8550 285/2081 [===>..........................] - ETA: 24:43 - loss: 1013.4770 - logits_profile_predictions_loss: 990.7339 - logcount_predictions_loss: 0.8550 286/2081 [===>..........................] - ETA: 24:42 - loss: 1013.4782 - logits_profile_predictions_loss: 990.7346 - logcount_predictions_loss: 0.8550 287/2081 [===>..........................] - ETA: 24:41 - loss: 1013.4787 - logits_profile_predictions_loss: 990.7347 - logcount_predictions_loss: 0.8550 288/2081 [===>..........................] - ETA: 24:40 - loss: 1013.4789 - logits_profile_predictions_loss: 990.7344 - logcount_predictions_loss: 0.8550 289/2081 [===>..........................] - ETA: 24:40 - loss: 1013.4778 - logits_profile_predictions_loss: 990.7329 - logcount_predictions_loss: 0.8551 290/2081 [===>..........................] - ETA: 24:39 - loss: 1013.4787 - logits_profile_predictions_loss: 990.7333 - logcount_predictions_loss: 0.8551 291/2081 [===>..........................] - ETA: 24:38 - loss: 1013.4787 - logits_profile_predictions_loss: 990.7328 - logcount_predictions_loss: 0.8551 292/2081 [===>..........................] - ETA: 24:37 - loss: 1013.4776 - logits_profile_predictions_loss: 990.7313 - logcount_predictions_loss: 0.8551 293/2081 [===>..........................] - ETA: 24:36 - loss: 1013.4763 - logits_profile_predictions_loss: 990.7295 - logcount_predictions_loss: 0.8551 294/2081 [===>..........................] - ETA: 24:35 - loss: 1013.4758 - logits_profile_predictions_loss: 990.7286 - logcount_predictions_loss: 0.8551 295/2081 [===>..........................] - ETA: 24:35 - loss: 1013.4756 - logits_profile_predictions_loss: 990.7279 - logcount_predictions_loss: 0.8552 296/2081 [===>..........................] - ETA: 24:34 - loss: 1013.4755 - logits_profile_predictions_loss: 990.7273 - logcount_predictions_loss: 0.8552 297/2081 [===>..........................] - ETA: 24:33 - loss: 1013.4749 - logits_profile_predictions_loss: 990.7262 - logcount_predictions_loss: 0.8552 298/2081 [===>..........................] - ETA: 24:32 - loss: 1013.4739 - logits_profile_predictions_loss: 990.7247 - logcount_predictions_loss: 0.8552 299/2081 [===>..........................] - ETA: 24:31 - loss: 1013.4742 - logits_profile_predictions_loss: 990.7245 - logcount_predictions_loss: 0.8552 300/2081 [===>..........................] - ETA: 24:31 - loss: 1013.4759 - logits_profile_predictions_loss: 990.7258 - logcount_predictions_loss: 0.8553 301/2081 [===>..........................] - ETA: 24:30 - loss: 1013.4771 - logits_profile_predictions_loss: 990.7265 - logcount_predictions_loss: 0.8553 302/2081 [===>..........................] - ETA: 24:29 - loss: 1013.4765 - logits_profile_predictions_loss: 990.7256 - logcount_predictions_loss: 0.8553 303/2081 [===>..........................] - ETA: 24:28 - loss: 1013.4744 - logits_profile_predictions_loss: 990.7232 - logcount_predictions_loss: 0.8553 304/2081 [===>..........................] - ETA: 24:27 - loss: 1013.4714 - logits_profile_predictions_loss: 990.7198 - logcount_predictions_loss: 0.8553 305/2081 [===>..........................] - ETA: 24:26 - loss: 1013.4680 - logits_profile_predictions_loss: 990.7160 - logcount_predictions_loss: 0.8553 306/2081 [===>..........................] - ETA: 24:26 - loss: 1013.4634 - logits_profile_predictions_loss: 990.7112 - logcount_predictions_loss: 0.8553 307/2081 [===>..........................] - ETA: 24:25 - loss: 1013.4590 - logits_profile_predictions_loss: 990.7065 - logcount_predictions_loss: 0.8553 308/2081 [===>..........................] - ETA: 24:24 - loss: 1013.4554 - logits_profile_predictions_loss: 990.7027 - logcount_predictions_loss: 0.8554 309/2081 [===>..........................] - ETA: 24:23 - loss: 1013.4508 - logits_profile_predictions_loss: 990.6979 - logcount_predictions_loss: 0.8554 310/2081 [===>..........................] - ETA: 24:22 - loss: 1013.4449 - logits_profile_predictions_loss: 990.6918 - logcount_predictions_loss: 0.8554 311/2081 [===>..........................] - ETA: 24:21 - loss: 1013.4378 - logits_profile_predictions_loss: 990.6845 - logcount_predictions_loss: 0.8554 312/2081 [===>..........................] - ETA: 24:21 - loss: 1013.4320 - logits_profile_predictions_loss: 990.6786 - logcount_predictions_loss: 0.8554 313/2081 [===>..........................] - ETA: 24:20 - loss: 1013.4229 - logits_profile_predictions_loss: 990.6694 - logcount_predictions_loss: 0.8554 314/2081 [===>..........................] - ETA: 24:19 - loss: 1013.4157 - logits_profile_predictions_loss: 990.6619 - logcount_predictions_loss: 0.8554 315/2081 [===>..........................] - ETA: 24:18 - loss: 1013.4080 - logits_profile_predictions_loss: 990.6540 - logcount_predictions_loss: 0.8554 316/2081 [===>..........................] - ETA: 24:17 - loss: 1013.4011 - logits_profile_predictions_loss: 990.6470 - logcount_predictions_loss: 0.8554 317/2081 [===>..........................] - ETA: 24:16 - loss: 1013.3944 - logits_profile_predictions_loss: 990.6401 - logcount_predictions_loss: 0.8554 318/2081 [===>..........................] - ETA: 24:16 - loss: 1013.3848 - logits_profile_predictions_loss: 990.6303 - logcount_predictions_loss: 0.8554 319/2081 [===>..........................] - ETA: 24:15 - loss: 1013.3764 - logits_profile_predictions_loss: 990.6217 - logcount_predictions_loss: 0.8554 320/2081 [===>..........................] - ETA: 24:14 - loss: 1013.3675 - logits_profile_predictions_loss: 990.6126 - logcount_predictions_loss: 0.8554 321/2081 [===>..........................] - ETA: 24:13 - loss: 1013.3582 - logits_profile_predictions_loss: 990.6031 - logcount_predictions_loss: 0.8554 322/2081 [===>..........................] - ETA: 24:12 - loss: 1013.3487 - logits_profile_predictions_loss: 990.5935 - logcount_predictions_loss: 0.8555 323/2081 [===>..........................] - ETA: 24:11 - loss: 1013.3399 - logits_profile_predictions_loss: 990.5845 - logcount_predictions_loss: 0.8555 324/2081 [===>..........................] - ETA: 24:11 - loss: 1013.3323 - logits_profile_predictions_loss: 990.5766 - logcount_predictions_loss: 0.8555 325/2081 [===>..........................] - ETA: 24:10 - loss: 1013.3236 - logits_profile_predictions_loss: 990.5678 - logcount_predictions_loss: 0.8555 326/2081 [===>..........................] - ETA: 24:09 - loss: 1013.3140 - logits_profile_predictions_loss: 990.5580 - logcount_predictions_loss: 0.8555 327/2081 [===>..........................] - ETA: 24:08 - loss: 1013.3053 - logits_profile_predictions_loss: 990.5492 - logcount_predictions_loss: 0.8555 328/2081 [===>..........................] - ETA: 24:07 - loss: 1013.2958 - logits_profile_predictions_loss: 990.5397 - logcount_predictions_loss: 0.8555 329/2081 [===>..........................] - ETA: 24:07 - loss: 1013.2867 - logits_profile_predictions_loss: 990.5305 - logcount_predictions_loss: 0.8555 330/2081 [===>..........................] - ETA: 24:06 - loss: 1013.2764 - logits_profile_predictions_loss: 990.5202 - logcount_predictions_loss: 0.8555 331/2081 [===>..........................] - ETA: 24:05 - loss: 1013.2664 - logits_profile_predictions_loss: 990.5102 - logcount_predictions_loss: 0.8555 332/2081 [===>..........................] - ETA: 24:04 - loss: 1013.2563 - logits_profile_predictions_loss: 990.5002 - logcount_predictions_loss: 0.8555 333/2081 [===>..........................] - ETA: 24:03 - loss: 1013.2481 - logits_profile_predictions_loss: 990.4920 - logcount_predictions_loss: 0.8555 334/2081 [===>..........................] - ETA: 24:02 - loss: 1013.2415 - logits_profile_predictions_loss: 990.4854 - logcount_predictions_loss: 0.8555 335/2081 [===>..........................] - ETA: 24:02 - loss: 1013.2362 - logits_profile_predictions_loss: 990.4800 - logcount_predictions_loss: 0.8555 336/2081 [===>..........................] - ETA: 24:01 - loss: 1013.2315 - logits_profile_predictions_loss: 990.4753 - logcount_predictions_loss: 0.8555 337/2081 [===>..........................] - ETA: 24:00 - loss: 1013.2253 - logits_profile_predictions_loss: 990.4691 - logcount_predictions_loss: 0.8555 338/2081 [===>..........................] - ETA: 23:59 - loss: 1013.2198 - logits_profile_predictions_loss: 990.4637 - logcount_predictions_loss: 0.8555 339/2081 [===>..........................] - ETA: 23:58 - loss: 1013.2151 - logits_profile_predictions_loss: 990.4590 - logcount_predictions_loss: 0.8555 340/2081 [===>..........................] - ETA: 23:57 - loss: 1013.2101 - logits_profile_predictions_loss: 990.4541 - logcount_predictions_loss: 0.8555 341/2081 [===>..........................] - ETA: 23:57 - loss: 1013.2061 - logits_profile_predictions_loss: 990.4502 - logcount_predictions_loss: 0.8555 342/2081 [===>..........................] - ETA: 23:56 - loss: 1013.2005 - logits_profile_predictions_loss: 990.4447 - logcount_predictions_loss: 0.8555 343/2081 [===>..........................] - ETA: 23:55 - loss: 1013.1951 - logits_profile_predictions_loss: 990.4394 - logcount_predictions_loss: 0.8555 344/2081 [===>..........................] - ETA: 23:54 - loss: 1013.1921 - logits_profile_predictions_loss: 990.4364 - logcount_predictions_loss: 0.8555 345/2081 [===>..........................] - ETA: 23:53 - loss: 1013.1901 - logits_profile_predictions_loss: 990.4345 - logcount_predictions_loss: 0.8555 346/2081 [===>..........................] - ETA: 23:53 - loss: 1013.1893 - logits_profile_predictions_loss: 990.4338 - logcount_predictions_loss: 0.8555 347/2081 [====>.........................] - ETA: 23:52 - loss: 1013.1887 - logits_profile_predictions_loss: 990.4332 - logcount_predictions_loss: 0.8555 348/2081 [====>.........................] - ETA: 23:51 - loss: 1013.1870 - logits_profile_predictions_loss: 990.4316 - logcount_predictions_loss: 0.8555 349/2081 [====>.........................] - ETA: 23:50 - loss: 1013.1877 - logits_profile_predictions_loss: 990.4324 - logcount_predictions_loss: 0.8555 350/2081 [====>.........................] - ETA: 23:49 - loss: 1013.1880 - logits_profile_predictions_loss: 990.4328 - logcount_predictions_loss: 0.8554 351/2081 [====>.........................] - ETA: 23:48 - loss: 1013.1883 - logits_profile_predictions_loss: 990.4331 - logcount_predictions_loss: 0.8554 352/2081 [====>.........................] - ETA: 23:48 - loss: 1013.1891 - logits_profile_predictions_loss: 990.4340 - logcount_predictions_loss: 0.8554 353/2081 [====>.........................] - ETA: 23:47 - loss: 1013.1900 - logits_profile_predictions_loss: 990.4349 - logcount_predictions_loss: 0.8554 354/2081 [====>.........................] - ETA: 23:46 - loss: 1013.1937 - logits_profile_predictions_loss: 990.4387 - logcount_predictions_loss: 0.8554 355/2081 [====>.........................] - ETA: 23:45 - loss: 1013.1997 - logits_profile_predictions_loss: 990.4448 - logcount_predictions_loss: 0.8554 356/2081 [====>.........................] - ETA: 23:44 - loss: 1013.2047 - logits_profile_predictions_loss: 990.4498 - logcount_predictions_loss: 0.8554 357/2081 [====>.........................] - ETA: 23:43 - loss: 1013.2086 - logits_profile_predictions_loss: 990.4537 - logcount_predictions_loss: 0.8554 358/2081 [====>.........................] - ETA: 23:43 - loss: 1013.2142 - logits_profile_predictions_loss: 990.4593 - logcount_predictions_loss: 0.8554 359/2081 [====>.........................] - ETA: 23:42 - loss: 1013.2204 - logits_profile_predictions_loss: 990.4655 - logcount_predictions_loss: 0.8554 360/2081 [====>.........................] - ETA: 23:41 - loss: 1013.2241 - logits_profile_predictions_loss: 990.4692 - logcount_predictions_loss: 0.8554 361/2081 [====>.........................] - ETA: 23:40 - loss: 1013.2271 - logits_profile_predictions_loss: 990.4721 - logcount_predictions_loss: 0.8554 362/2081 [====>.........................] - ETA: 23:39 - loss: 1013.2299 - logits_profile_predictions_loss: 990.4748 - logcount_predictions_loss: 0.8554 363/2081 [====>.........................] - ETA: 23:38 - loss: 1013.2331 - logits_profile_predictions_loss: 990.4780 - logcount_predictions_loss: 0.8554 364/2081 [====>.........................] - ETA: 23:38 - loss: 1013.2364 - logits_profile_predictions_loss: 990.4812 - logcount_predictions_loss: 0.8554 365/2081 [====>.........................] - ETA: 23:37 - loss: 1013.2409 - logits_profile_predictions_loss: 990.4857 - logcount_predictions_loss: 0.8554 366/2081 [====>.........................] - ETA: 23:36 - loss: 1013.2447 - logits_profile_predictions_loss: 990.4895 - logcount_predictions_loss: 0.8554 367/2081 [====>.........................] - ETA: 23:35 - loss: 1013.2500 - logits_profile_predictions_loss: 990.4946 - logcount_predictions_loss: 0.8555 368/2081 [====>.........................] - ETA: 23:34 - loss: 1013.2533 - logits_profile_predictions_loss: 990.4978 - logcount_predictions_loss: 0.8555 369/2081 [====>.........................] - ETA: 23:33 - loss: 1013.2569 - logits_profile_predictions_loss: 990.5013 - logcount_predictions_loss: 0.8555 370/2081 [====>.........................] - ETA: 23:33 - loss: 1013.2595 - logits_profile_predictions_loss: 990.5039 - logcount_predictions_loss: 0.8555 371/2081 [====>.........................] - ETA: 23:32 - loss: 1013.2620 - logits_profile_predictions_loss: 990.5063 - logcount_predictions_loss: 0.8555 372/2081 [====>.........................] - ETA: 23:31 - loss: 1013.2653 - logits_profile_predictions_loss: 990.5095 - logcount_predictions_loss: 0.8555 373/2081 [====>.........................] - ETA: 23:30 - loss: 1013.2698 - logits_profile_predictions_loss: 990.5140 - logcount_predictions_loss: 0.8555 374/2081 [====>.........................] - ETA: 23:29 - loss: 1013.2725 - logits_profile_predictions_loss: 990.5166 - logcount_predictions_loss: 0.8555 375/2081 [====>.........................] - ETA: 23:28 - loss: 1013.2744 - logits_profile_predictions_loss: 990.5185 - logcount_predictions_loss: 0.8555 376/2081 [====>.........................] - ETA: 23:28 - loss: 1013.2773 - logits_profile_predictions_loss: 990.5214 - logcount_predictions_loss: 0.8555 377/2081 [====>.........................] - ETA: 23:27 - loss: 1013.2789 - logits_profile_predictions_loss: 990.5230 - logcount_predictions_loss: 0.8555 378/2081 [====>.........................] - ETA: 23:26 - loss: 1013.2802 - logits_profile_predictions_loss: 990.5242 - logcount_predictions_loss: 0.8555 379/2081 [====>.........................] - ETA: 23:25 - loss: 1013.2819 - logits_profile_predictions_loss: 990.5259 - logcount_predictions_loss: 0.8555 380/2081 [====>.........................] - ETA: 23:24 - loss: 1013.2828 - logits_profile_predictions_loss: 990.5268 - logcount_predictions_loss: 0.8555 381/2081 [====>.........................] - ETA: 23:24 - loss: 1013.2835 - logits_profile_predictions_loss: 990.5275 - logcount_predictions_loss: 0.8555 382/2081 [====>.........................] - ETA: 23:23 - loss: 1013.2836 - logits_profile_predictions_loss: 990.5275 - logcount_predictions_loss: 0.8555 383/2081 [====>.........................] - ETA: 23:22 - loss: 1013.2833 - logits_profile_predictions_loss: 990.5272 - logcount_predictions_loss: 0.8555 384/2081 [====>.........................] - ETA: 23:21 - loss: 1013.2826 - logits_profile_predictions_loss: 990.5266 - logcount_predictions_loss: 0.8555 385/2081 [====>.........................] - ETA: 23:20 - loss: 1013.2824 - logits_profile_predictions_loss: 990.5265 - logcount_predictions_loss: 0.8555 386/2081 [====>.........................] - ETA: 23:19 - loss: 1013.2824 - logits_profile_predictions_loss: 990.5266 - logcount_predictions_loss: 0.8555 387/2081 [====>.........................] - ETA: 23:19 - loss: 1013.2809 - logits_profile_predictions_loss: 990.5251 - logcount_predictions_loss: 0.8555 388/2081 [====>.........................] - ETA: 23:18 - loss: 1013.2797 - logits_profile_predictions_loss: 990.5240 - logcount_predictions_loss: 0.8555 389/2081 [====>.........................] - ETA: 23:17 - loss: 1013.2799 - logits_profile_predictions_loss: 990.5242 - logcount_predictions_loss: 0.8555 390/2081 [====>.........................] - ETA: 23:16 - loss: 1013.2780 - logits_profile_predictions_loss: 990.5223 - logcount_predictions_loss: 0.8555 391/2081 [====>.........................] - ETA: 23:15 - loss: 1013.2771 - logits_profile_predictions_loss: 990.5214 - logcount_predictions_loss: 0.8555 392/2081 [====>.........................] - ETA: 23:14 - loss: 1013.2771 - logits_profile_predictions_loss: 990.5215 - logcount_predictions_loss: 0.8555 393/2081 [====>.........................] - ETA: 23:14 - loss: 1013.2767 - logits_profile_predictions_loss: 990.5211 - logcount_predictions_loss: 0.8555 394/2081 [====>.........................] - ETA: 23:13 - loss: 1013.2760 - logits_profile_predictions_loss: 990.5204 - logcount_predictions_loss: 0.8555 395/2081 [====>.........................] - ETA: 23:12 - loss: 1013.2742 - logits_profile_predictions_loss: 990.5186 - logcount_predictions_loss: 0.8555 396/2081 [====>.........................] - ETA: 23:11 - loss: 1013.2733 - logits_profile_predictions_loss: 990.5178 - logcount_predictions_loss: 0.8555 397/2081 [====>.........................] - ETA: 23:10 - loss: 1013.2714 - logits_profile_predictions_loss: 990.5159 - logcount_predictions_loss: 0.8555 398/2081 [====>.........................] - ETA: 23:10 - loss: 1013.2685 - logits_profile_predictions_loss: 990.5131 - logcount_predictions_loss: 0.8555 399/2081 [====>.........................] - ETA: 23:09 - loss: 1013.2649 - logits_profile_predictions_loss: 990.5096 - logcount_predictions_loss: 0.8555 400/2081 [====>.........................] - ETA: 23:08 - loss: 1013.2619 - logits_profile_predictions_loss: 990.5067 - logcount_predictions_loss: 0.8554 401/2081 [====>.........................] - ETA: 23:07 - loss: 1013.2595 - logits_profile_predictions_loss: 990.5045 - logcount_predictions_loss: 0.8554 402/2081 [====>.........................] - ETA: 23:06 - loss: 1013.2566 - logits_profile_predictions_loss: 990.5017 - logcount_predictions_loss: 0.8554 403/2081 [====>.........................] - ETA: 23:05 - loss: 1013.2534 - logits_profile_predictions_loss: 990.4986 - logcount_predictions_loss: 0.8554 404/2081 [====>.........................] - ETA: 23:05 - loss: 1013.2493 - logits_profile_predictions_loss: 990.4947 - logcount_predictions_loss: 0.8554 405/2081 [====>.........................] - ETA: 23:04 - loss: 1013.2445 - logits_profile_predictions_loss: 990.4900 - logcount_predictions_loss: 0.8554 406/2081 [====>.........................] - ETA: 23:03 - loss: 1013.2397 - logits_profile_predictions_loss: 990.4853 - logcount_predictions_loss: 0.8554 407/2081 [====>.........................] - ETA: 23:02 - loss: 1013.2353 - logits_profile_predictions_loss: 990.4810 - logcount_predictions_loss: 0.8554 408/2081 [====>.........................] - ETA: 23:01 - loss: 1013.2301 - logits_profile_predictions_loss: 990.4760 - logcount_predictions_loss: 0.8554 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logits_profile_predictions_loss: 990.4345 - logcount_predictions_loss: 0.8554 416/2081 [====>.........................] - ETA: 22:55 - loss: 1013.1824 - logits_profile_predictions_loss: 990.4288 - logcount_predictions_loss: 0.8554 417/2081 [=====>........................] - ETA: 22:54 - loss: 1013.1771 - logits_profile_predictions_loss: 990.4236 - logcount_predictions_loss: 0.8554 418/2081 [=====>........................] - ETA: 22:53 - loss: 1013.1711 - logits_profile_predictions_loss: 990.4176 - logcount_predictions_loss: 0.8554 419/2081 [=====>........................] - ETA: 22:52 - loss: 1013.1653 - logits_profile_predictions_loss: 990.4117 - logcount_predictions_loss: 0.8554 420/2081 [=====>........................] - ETA: 22:51 - loss: 1013.1592 - logits_profile_predictions_loss: 990.4056 - logcount_predictions_loss: 0.8554 421/2081 [=====>........................] - ETA: 22:51 - loss: 1013.1534 - logits_profile_predictions_loss: 990.3999 - logcount_predictions_loss: 0.8554 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logcount_predictions_loss: 0.8536 2034/2081 [============================>.] - ETA: 38s - loss: 1015.5499 - logits_profile_predictions_loss: 992.8434 - logcount_predictions_loss: 0.8536 2035/2081 [============================>.] - ETA: 38s - loss: 1015.5506 - logits_profile_predictions_loss: 992.8440 - logcount_predictions_loss: 0.8536 2036/2081 [============================>.] - ETA: 37s - loss: 1015.5512 - logits_profile_predictions_loss: 992.8447 - logcount_predictions_loss: 0.8536 2037/2081 [============================>.] - ETA: 36s - loss: 1015.5518 - logits_profile_predictions_loss: 992.8454 - logcount_predictions_loss: 0.8536 2038/2081 [============================>.] - ETA: 35s - loss: 1015.5525 - logits_profile_predictions_loss: 992.8460 - logcount_predictions_loss: 0.8536 2039/2081 [============================>.] - ETA: 34s - loss: 1015.5531 - logits_profile_predictions_loss: 992.8467 - logcount_predictions_loss: 0.8536 2040/2081 [============================>.] - ETA: 33s 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logcount_predictions_loss: 0.8536 2047/2081 [============================>.] - ETA: 28s - loss: 1015.5583 - logits_profile_predictions_loss: 992.8519 - logcount_predictions_loss: 0.8536 2048/2081 [============================>.] - ETA: 27s - loss: 1015.5589 - logits_profile_predictions_loss: 992.8525 - logcount_predictions_loss: 0.8536 2049/2081 [============================>.] - ETA: 26s - loss: 1015.5595 - logits_profile_predictions_loss: 992.8532 - logcount_predictions_loss: 0.8536 2050/2081 [============================>.] - ETA: 25s - loss: 1015.5602 - logits_profile_predictions_loss: 992.8538 - logcount_predictions_loss: 0.8536 2051/2081 [============================>.] - ETA: 24s - loss: 1015.5608 - logits_profile_predictions_loss: 992.8544 - logcount_predictions_loss: 0.8536 2052/2081 [============================>.] - ETA: 23s - loss: 1015.5615 - logits_profile_predictions_loss: 992.8551 - logcount_predictions_loss: 0.8536 2053/2081 [============================>.] - ETA: 23s 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logcount_predictions_loss: 0.8536 2060/2081 [============================>.] - ETA: 17s - loss: 1015.5666 - logits_profile_predictions_loss: 992.8603 - logcount_predictions_loss: 0.8536 2061/2081 [============================>.] - ETA: 16s - loss: 1015.5672 - logits_profile_predictions_loss: 992.8610 - logcount_predictions_loss: 0.8536 2062/2081 [============================>.] - ETA: 15s - loss: 1015.5678 - logits_profile_predictions_loss: 992.8615 - logcount_predictions_loss: 0.8536 2063/2081 [============================>.] - ETA: 14s - loss: 1015.5684 - logits_profile_predictions_loss: 992.8622 - logcount_predictions_loss: 0.8536 2064/2081 [============================>.] - ETA: 14s - loss: 1015.5690 - logits_profile_predictions_loss: 992.8628 - logcount_predictions_loss: 0.8536 2065/2081 [============================>.] - ETA: 13s - loss: 1015.5697 - logits_profile_predictions_loss: 992.8634 - logcount_predictions_loss: 0.8536 2066/2081 [============================>.] - ETA: 12s - loss: 1015.5703 - logits_profile_predictions_loss: 992.8641 - logcount_predictions_loss: 0.8536 2067/2081 [============================>.] - ETA: 11s - loss: 1015.5710 - logits_profile_predictions_loss: 992.8648 - logcount_predictions_loss: 0.8536 2068/2081 [============================>.] - ETA: 10s - loss: 1015.5717 - logits_profile_predictions_loss: 992.8655 - logcount_predictions_loss: 0.8536 2069/2081 [============================>.] - ETA: 9s - loss: 1015.5723 - logits_profile_predictions_loss: 992.8661 - logcount_predictions_loss: 0.8536  2070/2081 [============================>.] - ETA: 9s - loss: 1015.5729 - logits_profile_predictions_loss: 992.8667 - logcount_predictions_loss: 0.8536 2071/2081 [============================>.] - ETA: 8s - loss: 1015.5735 - logits_profile_predictions_loss: 992.8673 - logcount_predictions_loss: 0.8536 2072/2081 [============================>.] - ETA: 7s - loss: 1015.5741 - logits_profile_predictions_loss: 992.8679 - logcount_predictions_loss: 0.8536 2073/2081 [============================>.] - ETA: 6s - loss: 1015.5746 - logits_profile_predictions_loss: 992.8685 - logcount_predictions_loss: 0.8536 2074/2081 [============================>.] - ETA: 5s - loss: 1015.5752 - logits_profile_predictions_loss: 992.8691 - logcount_predictions_loss: 0.8536 2075/2081 [============================>.] - ETA: 4s - loss: 1015.5757 - logits_profile_predictions_loss: 992.8696 - logcount_predictions_loss: 0.8536 2076/2081 [============================>.] - ETA: 4s - loss: 1015.5762 - logits_profile_predictions_loss: 992.8701 - logcount_predictions_loss: 0.8536 2077/2081 [============================>.] - ETA: 3s - loss: 1015.5766 - logits_profile_predictions_loss: 992.8706 - logcount_predictions_loss: 0.8536 2078/2081 [============================>.] - ETA: 2s - loss: 1015.5771 - logits_profile_predictions_loss: 992.8711 - logcount_predictions_loss: 0.8536 2079/2081 [============================>.] - ETA: 1s - loss: 1015.5775 - logits_profile_predictions_loss: 992.8715 - logcount_predictions_loss: 0.8536 2080/2081 [============================>.] - ETA: 0s - loss: 1015.5780 - logits_profile_predictions_loss: 992.8720 - logcount_predictions_loss: 0.8536 2081/2081 [==============================] - ETA: 0s - loss: 1015.5784 - logits_profile_predictions_loss: 992.8725 - logcount_predictions_loss: 0.8536 2081/2081 [==============================] - 1780s 855ms/step - loss: 1015.5789 - logits_profile_predictions_loss: 992.8729 - logcount_predictions_loss: 0.8536 - val_loss: 1086.1864 - val_logits_profile_predictions_loss: 1061.8732 - val_logcount_predictions_loss: 0.9140 + +Epoch 00009: val_loss did not improve from 1070.43677 +Epoch 10/50 + 1/2081 [..............................] - ETA: 29:38 - loss: 902.0592 - logits_profile_predictions_loss: 874.3037 - logcount_predictions_loss: 1.0434 2/2081 [..............................] - ETA: 28:35 - loss: 935.4971 - logits_profile_predictions_loss: 910.3936 - logcount_predictions_loss: 0.9437 3/2081 [..............................] - ETA: 28:28 - loss: 935.1891 - logits_profile_predictions_loss: 911.2635 - logcount_predictions_loss: 0.8995 4/2081 [..............................] - ETA: 28:26 - loss: 939.5934 - logits_profile_predictions_loss: 916.4492 - logcount_predictions_loss: 0.8701 5/2081 [..............................] - ETA: 28:26 - loss: 942.5248 - logits_profile_predictions_loss: 919.8292 - logcount_predictions_loss: 0.8532 6/2081 [..............................] - ETA: 28:26 - loss: 948.5169 - logits_profile_predictions_loss: 926.1016 - logcount_predictions_loss: 0.8427 7/2081 [..............................] - ETA: 28:26 - loss: 951.7979 - logits_profile_predictions_loss: 929.4266 - logcount_predictions_loss: 0.8410 8/2081 [..............................] - ETA: 28:26 - loss: 954.1338 - logits_profile_predictions_loss: 931.8785 - logcount_predictions_loss: 0.8367 9/2081 [..............................] - ETA: 28:25 - loss: 955.1197 - logits_profile_predictions_loss: 933.0491 - logcount_predictions_loss: 0.8297 10/2081 [..............................] - ETA: 28:25 - loss: 957.7639 - logits_profile_predictions_loss: 935.8692 - logcount_predictions_loss: 0.8231 11/2081 [..............................] - ETA: 28:25 - loss: 960.2454 - logits_profile_predictions_loss: 938.4492 - logcount_predictions_loss: 0.8194 12/2081 [..............................] - ETA: 28:25 - loss: 961.3772 - logits_profile_predictions_loss: 939.7000 - logcount_predictions_loss: 0.8149 13/2081 [..............................] - ETA: 28:24 - loss: 962.5378 - logits_profile_predictions_loss: 940.9670 - logcount_predictions_loss: 0.8109 14/2081 [..............................] - ETA: 28:23 - loss: 963.6732 - logits_profile_predictions_loss: 942.1785 - logcount_predictions_loss: 0.8081 15/2081 [..............................] - ETA: 28:22 - loss: 965.2131 - logits_profile_predictions_loss: 943.7311 - logcount_predictions_loss: 0.8076 16/2081 [..............................] - ETA: 28:22 - loss: 966.8105 - logits_profile_predictions_loss: 945.3467 - logcount_predictions_loss: 0.8069 17/2081 [..............................] - ETA: 28:21 - loss: 968.5427 - logits_profile_predictions_loss: 947.0750 - logcount_predictions_loss: 0.8071 18/2081 [..............................] - ETA: 28:20 - loss: 969.8072 - logits_profile_predictions_loss: 948.3399 - logcount_predictions_loss: 0.8070 19/2081 [..............................] - ETA: 28:19 - loss: 970.8692 - logits_profile_predictions_loss: 949.3476 - logcount_predictions_loss: 0.8091 20/2081 [..............................] - ETA: 28:18 - loss: 972.3171 - logits_profile_predictions_loss: 950.7485 - logcount_predictions_loss: 0.8108 21/2081 [..............................] - ETA: 28:17 - loss: 973.2155 - logits_profile_predictions_loss: 951.6131 - logcount_predictions_loss: 0.8121 22/2081 [..............................] - ETA: 28:17 - loss: 974.4869 - logits_profile_predictions_loss: 952.8532 - logcount_predictions_loss: 0.8133 23/2081 [..............................] - ETA: 28:16 - loss: 975.5428 - logits_profile_predictions_loss: 953.8887 - logcount_predictions_loss: 0.8141 24/2081 [..............................] - ETA: 28:15 - loss: 976.9083 - logits_profile_predictions_loss: 955.2287 - logcount_predictions_loss: 0.8150 25/2081 [..............................] - ETA: 28:14 - loss: 978.1029 - logits_profile_predictions_loss: 956.4166 - logcount_predictions_loss: 0.8153 26/2081 [..............................] - ETA: 28:13 - loss: 979.3048 - logits_profile_predictions_loss: 957.6125 - logcount_predictions_loss: 0.8155 27/2081 [..............................] - ETA: 28:12 - loss: 980.6291 - logits_profile_predictions_loss: 958.9230 - logcount_predictions_loss: 0.8160 28/2081 [..............................] - ETA: 28:12 - loss: 981.9201 - logits_profile_predictions_loss: 960.1972 - logcount_predictions_loss: 0.8167 29/2081 [..............................] - ETA: 28:11 - loss: 983.1607 - logits_profile_predictions_loss: 961.4281 - logcount_predictions_loss: 0.8170 30/2081 [..............................] - ETA: 28:10 - loss: 984.1666 - logits_profile_predictions_loss: 962.4268 - logcount_predictions_loss: 0.8173 31/2081 [..............................] - ETA: 28:09 - loss: 984.9682 - logits_profile_predictions_loss: 963.2230 - logcount_predictions_loss: 0.8175 32/2081 [..............................] - ETA: 28:09 - loss: 985.9641 - logits_profile_predictions_loss: 964.2096 - logcount_predictions_loss: 0.8178 33/2081 [..............................] - ETA: 28:08 - loss: 986.7860 - logits_profile_predictions_loss: 965.0248 - logcount_predictions_loss: 0.8181 34/2081 [..............................] - ETA: 28:07 - loss: 987.6459 - logits_profile_predictions_loss: 965.8652 - logcount_predictions_loss: 0.8188 35/2081 [..............................] - ETA: 28:07 - loss: 988.2852 - logits_profile_predictions_loss: 966.4891 - logcount_predictions_loss: 0.8194 36/2081 [..............................] - ETA: 28:06 - loss: 988.8578 - logits_profile_predictions_loss: 967.0432 - logcount_predictions_loss: 0.8201 37/2081 [..............................] - ETA: 28:05 - loss: 989.4671 - logits_profile_predictions_loss: 967.6337 - logcount_predictions_loss: 0.8208 38/2081 [..............................] - ETA: 28:04 - loss: 990.0544 - logits_profile_predictions_loss: 968.2033 - logcount_predictions_loss: 0.8215 39/2081 [..............................] - ETA: 28:04 - loss: 990.5703 - logits_profile_predictions_loss: 968.6978 - logcount_predictions_loss: 0.8223 40/2081 [..............................] - ETA: 28:03 - loss: 991.2372 - logits_profile_predictions_loss: 969.3440 - logcount_predictions_loss: 0.8230 41/2081 [..............................] - ETA: 28:02 - loss: 991.9303 - logits_profile_predictions_loss: 970.0103 - logcount_predictions_loss: 0.8241 42/2081 [..............................] - ETA: 28:01 - loss: 992.7021 - logits_profile_predictions_loss: 970.7544 - logcount_predictions_loss: 0.8251 43/2081 [..............................] - ETA: 28:01 - loss: 993.4705 - logits_profile_predictions_loss: 971.4941 - logcount_predictions_loss: 0.8262 44/2081 [..............................] - ETA: 28:00 - loss: 994.1504 - logits_profile_predictions_loss: 972.1436 - logcount_predictions_loss: 0.8273 45/2081 [..............................] - ETA: 27:59 - loss: 994.7572 - logits_profile_predictions_loss: 972.7202 - logcount_predictions_loss: 0.8285 46/2081 [..............................] - ETA: 27:58 - loss: 995.2962 - logits_profile_predictions_loss: 973.2325 - logcount_predictions_loss: 0.8295 47/2081 [..............................] - ETA: 27:57 - loss: 995.8053 - logits_profile_predictions_loss: 973.7169 - logcount_predictions_loss: 0.8304 48/2081 [..............................] - ETA: 27:56 - loss: 996.3399 - logits_profile_predictions_loss: 974.2261 - logcount_predictions_loss: 0.8313 49/2081 [..............................] - ETA: 27:56 - loss: 996.7994 - logits_profile_predictions_loss: 974.6601 - logcount_predictions_loss: 0.8323 50/2081 [..............................] - ETA: 27:55 - loss: 997.2550 - logits_profile_predictions_loss: 975.0906 - logcount_predictions_loss: 0.8332 51/2081 [..............................] - ETA: 27:54 - loss: 997.6268 - logits_profile_predictions_loss: 975.4401 - logcount_predictions_loss: 0.8341 52/2081 [..............................] - ETA: 27:54 - loss: 998.0205 - logits_profile_predictions_loss: 975.8148 - logcount_predictions_loss: 0.8348 53/2081 [..............................] - ETA: 27:53 - loss: 998.3613 - logits_profile_predictions_loss: 976.1383 - logcount_predictions_loss: 0.8355 54/2081 [..............................] - ETA: 27:52 - loss: 998.7606 - logits_profile_predictions_loss: 976.5229 - logcount_predictions_loss: 0.8360 55/2081 [..............................] - ETA: 27:52 - loss: 999.1462 - logits_profile_predictions_loss: 976.8938 - logcount_predictions_loss: 0.8366 56/2081 [..............................] - ETA: 27:51 - loss: 999.4741 - logits_profile_predictions_loss: 977.2062 - logcount_predictions_loss: 0.8371 57/2081 [..............................] - ETA: 27:50 - loss: 999.8239 - logits_profile_predictions_loss: 977.5412 - logcount_predictions_loss: 0.8377 58/2081 [..............................] - ETA: 27:49 - loss: 1000.1960 - logits_profile_predictions_loss: 977.8989 - logcount_predictions_loss: 0.8382 59/2081 [..............................] - ETA: 27:48 - loss: 1000.5342 - logits_profile_predictions_loss: 978.2248 - logcount_predictions_loss: 0.8387 60/2081 [..............................] - ETA: 27:47 - loss: 1000.8844 - logits_profile_predictions_loss: 978.5607 - logcount_predictions_loss: 0.8392 61/2081 [..............................] - ETA: 27:47 - loss: 1001.1735 - logits_profile_predictions_loss: 978.8380 - logcount_predictions_loss: 0.8397 62/2081 [..............................] - ETA: 27:46 - loss: 1001.4420 - logits_profile_predictions_loss: 979.0961 - logcount_predictions_loss: 0.8401 63/2081 [..............................] - ETA: 27:45 - loss: 1001.6628 - logits_profile_predictions_loss: 979.3084 - logcount_predictions_loss: 0.8404 64/2081 [..............................] - ETA: 27:44 - loss: 1001.8900 - logits_profile_predictions_loss: 979.5285 - logcount_predictions_loss: 0.8407 65/2081 [..............................] - ETA: 27:44 - loss: 1002.0759 - logits_profile_predictions_loss: 979.7056 - logcount_predictions_loss: 0.8410 66/2081 [..............................] - ETA: 27:43 - loss: 1002.2487 - logits_profile_predictions_loss: 979.8706 - logcount_predictions_loss: 0.8413 67/2081 [..............................] - ETA: 27:42 - loss: 1002.3561 - logits_profile_predictions_loss: 979.9718 - logcount_predictions_loss: 0.8415 68/2081 [..............................] - ETA: 27:41 - loss: 1002.4512 - logits_profile_predictions_loss: 980.0600 - logcount_predictions_loss: 0.8418 69/2081 [..............................] - ETA: 27:40 - loss: 1002.4977 - logits_profile_predictions_loss: 980.0998 - logcount_predictions_loss: 0.8420 70/2081 [>.............................] - ETA: 27:39 - loss: 1002.5359 - logits_profile_predictions_loss: 980.1316 - logcount_predictions_loss: 0.8423 71/2081 [>.............................] - ETA: 27:39 - loss: 1002.5733 - logits_profile_predictions_loss: 980.1630 - logcount_predictions_loss: 0.8425 72/2081 [>.............................] - ETA: 27:38 - loss: 1002.5835 - logits_profile_predictions_loss: 980.1669 - logcount_predictions_loss: 0.8427 73/2081 [>.............................] - ETA: 27:37 - loss: 1002.5944 - logits_profile_predictions_loss: 980.1716 - logcount_predictions_loss: 0.8430 74/2081 [>.............................] - ETA: 27:36 - loss: 1002.6463 - logits_profile_predictions_loss: 980.2177 - logcount_predictions_loss: 0.8432 75/2081 [>.............................] - ETA: 27:35 - loss: 1002.7175 - logits_profile_predictions_loss: 980.2843 - logcount_predictions_loss: 0.8434 76/2081 [>.............................] - ETA: 27:35 - loss: 1002.7972 - logits_profile_predictions_loss: 980.3601 - logcount_predictions_loss: 0.8435 77/2081 [>.............................] - ETA: 27:34 - loss: 1002.8617 - logits_profile_predictions_loss: 980.4201 - logcount_predictions_loss: 0.8437 78/2081 [>.............................] - ETA: 27:33 - loss: 1002.9355 - logits_profile_predictions_loss: 980.4901 - logcount_predictions_loss: 0.8438 79/2081 [>.............................] - ETA: 27:32 - loss: 1002.9862 - logits_profile_predictions_loss: 980.5359 - logcount_predictions_loss: 0.8440 80/2081 [>.............................] - ETA: 27:31 - loss: 1003.0615 - logits_profile_predictions_loss: 980.6053 - logcount_predictions_loss: 0.8442 81/2081 [>.............................] - ETA: 27:30 - loss: 1003.1450 - logits_profile_predictions_loss: 980.6827 - logcount_predictions_loss: 0.8444 82/2081 [>.............................] - ETA: 27:30 - loss: 1003.2433 - logits_profile_predictions_loss: 980.7742 - logcount_predictions_loss: 0.8447 83/2081 [>.............................] - ETA: 27:29 - loss: 1003.3230 - logits_profile_predictions_loss: 980.8489 - logcount_predictions_loss: 0.8449 84/2081 [>.............................] - ETA: 27:28 - loss: 1003.4370 - logits_profile_predictions_loss: 980.9585 - logcount_predictions_loss: 0.8451 85/2081 [>.............................] - ETA: 27:27 - loss: 1003.5212 - logits_profile_predictions_loss: 981.0374 - logcount_predictions_loss: 0.8453 86/2081 [>.............................] - ETA: 27:27 - loss: 1003.6191 - logits_profile_predictions_loss: 981.1308 - logcount_predictions_loss: 0.8454 87/2081 [>.............................] - ETA: 27:26 - loss: 1003.7284 - logits_profile_predictions_loss: 981.2362 - logcount_predictions_loss: 0.8456 88/2081 [>.............................] - ETA: 27:25 - loss: 1003.8440 - logits_profile_predictions_loss: 981.3481 - logcount_predictions_loss: 0.8457 89/2081 [>.............................] - ETA: 27:24 - loss: 1003.9491 - logits_profile_predictions_loss: 981.4500 - logcount_predictions_loss: 0.8458 90/2081 [>.............................] - ETA: 27:23 - loss: 1004.0471 - logits_profile_predictions_loss: 981.5438 - logcount_predictions_loss: 0.8460 91/2081 [>.............................] - ETA: 27:22 - loss: 1004.1401 - logits_profile_predictions_loss: 981.6313 - logcount_predictions_loss: 0.8462 92/2081 [>.............................] - ETA: 27:22 - loss: 1004.2037 - logits_profile_predictions_loss: 981.6888 - logcount_predictions_loss: 0.8464 93/2081 [>.............................] - ETA: 27:21 - loss: 1004.2527 - logits_profile_predictions_loss: 981.7308 - logcount_predictions_loss: 0.8467 94/2081 [>.............................] - ETA: 27:20 - loss: 1004.2999 - logits_profile_predictions_loss: 981.7700 - logcount_predictions_loss: 0.8470 95/2081 [>.............................] - ETA: 27:19 - loss: 1004.3172 - logits_profile_predictions_loss: 981.7796 - logcount_predictions_loss: 0.8473 96/2081 [>.............................] - ETA: 27:19 - loss: 1004.3204 - logits_profile_predictions_loss: 981.7759 - logcount_predictions_loss: 0.8475 97/2081 [>.............................] - ETA: 27:18 - loss: 1004.3387 - logits_profile_predictions_loss: 981.7873 - logcount_predictions_loss: 0.8478 98/2081 [>.............................] - ETA: 27:17 - loss: 1004.3484 - logits_profile_predictions_loss: 981.7906 - logcount_predictions_loss: 0.8480 99/2081 [>.............................] - ETA: 27:16 - loss: 1004.3464 - logits_profile_predictions_loss: 981.7826 - logcount_predictions_loss: 0.8483 100/2081 [>.............................] - ETA: 27:15 - loss: 1004.3665 - logits_profile_predictions_loss: 981.7964 - logcount_predictions_loss: 0.8485 101/2081 [>.............................] - ETA: 27:15 - loss: 1004.3859 - logits_profile_predictions_loss: 981.8094 - logcount_predictions_loss: 0.8487 102/2081 [>.............................] - ETA: 27:14 - loss: 1004.4113 - logits_profile_predictions_loss: 981.8277 - logcount_predictions_loss: 0.8490 103/2081 [>.............................] - ETA: 27:13 - loss: 1004.4399 - logits_profile_predictions_loss: 981.8495 - logcount_predictions_loss: 0.8493 104/2081 [>.............................] - ETA: 27:12 - loss: 1004.4657 - logits_profile_predictions_loss: 981.8693 - logcount_predictions_loss: 0.8495 105/2081 [>.............................] - ETA: 27:11 - loss: 1004.4965 - logits_profile_predictions_loss: 981.8945 - logcount_predictions_loss: 0.8497 106/2081 [>.............................] - ETA: 27:10 - loss: 1004.5208 - logits_profile_predictions_loss: 981.9136 - logcount_predictions_loss: 0.8499 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logits_profile_predictions_loss: 980.8196 - logcount_predictions_loss: 0.8485 192/2081 [=>............................] - ETA: 26:00 - loss: 1003.3554 - logits_profile_predictions_loss: 980.7871 - logcount_predictions_loss: 0.8484 193/2081 [=>............................] - ETA: 25:59 - loss: 1003.3251 - logits_profile_predictions_loss: 980.7598 - logcount_predictions_loss: 0.8483 194/2081 [=>............................] - ETA: 25:59 - loss: 1003.2916 - logits_profile_predictions_loss: 980.7293 - logcount_predictions_loss: 0.8482 195/2081 [=>............................] - ETA: 25:58 - loss: 1003.2540 - logits_profile_predictions_loss: 980.6948 - logcount_predictions_loss: 0.8481 196/2081 [=>............................] - ETA: 25:57 - loss: 1003.2206 - logits_profile_predictions_loss: 980.6645 - logcount_predictions_loss: 0.8480 197/2081 [=>............................] - ETA: 25:56 - loss: 1003.1901 - logits_profile_predictions_loss: 980.6371 - logcount_predictions_loss: 0.8479 198/2081 [=>............................] - ETA: 25:55 - loss: 1003.1640 - logits_profile_predictions_loss: 980.6141 - logcount_predictions_loss: 0.8477 199/2081 [=>............................] - ETA: 25:55 - loss: 1003.1345 - logits_profile_predictions_loss: 980.5875 - logcount_predictions_loss: 0.8476 200/2081 [=>............................] - ETA: 25:54 - loss: 1003.1024 - logits_profile_predictions_loss: 980.5583 - logcount_predictions_loss: 0.8475 201/2081 [=>............................] - ETA: 25:53 - loss: 1003.0690 - logits_profile_predictions_loss: 980.5279 - logcount_predictions_loss: 0.8474 202/2081 [=>............................] - ETA: 25:52 - loss: 1003.0403 - logits_profile_predictions_loss: 980.5021 - logcount_predictions_loss: 0.8473 203/2081 [=>............................] - ETA: 25:51 - loss: 1003.0122 - logits_profile_predictions_loss: 980.4769 - logcount_predictions_loss: 0.8472 204/2081 [=>............................] - ETA: 25:51 - loss: 1002.9850 - logits_profile_predictions_loss: 980.4526 - logcount_predictions_loss: 0.8471 205/2081 [=>............................] - ETA: 25:50 - loss: 1002.9564 - logits_profile_predictions_loss: 980.4270 - logcount_predictions_loss: 0.8470 206/2081 [=>............................] - ETA: 25:49 - loss: 1002.9264 - logits_profile_predictions_loss: 980.4001 - logcount_predictions_loss: 0.8469 207/2081 [=>............................] - ETA: 25:48 - loss: 1002.8976 - logits_profile_predictions_loss: 980.3742 - logcount_predictions_loss: 0.8467 208/2081 [=>............................] - ETA: 25:47 - loss: 1002.8723 - logits_profile_predictions_loss: 980.3516 - logcount_predictions_loss: 0.8466 209/2081 [==>...........................] - ETA: 25:46 - loss: 1002.8478 - logits_profile_predictions_loss: 980.3300 - logcount_predictions_loss: 0.8465 210/2081 [==>...........................] - ETA: 25:46 - loss: 1002.8175 - logits_profile_predictions_loss: 980.3025 - logcount_predictions_loss: 0.8464 211/2081 [==>...........................] - ETA: 25:45 - loss: 1002.7884 - logits_profile_predictions_loss: 980.2761 - logcount_predictions_loss: 0.8463 212/2081 [==>...........................] - ETA: 25:44 - loss: 1002.7571 - logits_profile_predictions_loss: 980.2477 - logcount_predictions_loss: 0.8462 213/2081 [==>...........................] - ETA: 25:43 - loss: 1002.7224 - logits_profile_predictions_loss: 980.2159 - logcount_predictions_loss: 0.8461 214/2081 [==>...........................] - ETA: 25:42 - loss: 1002.6826 - logits_profile_predictions_loss: 980.1790 - logcount_predictions_loss: 0.8460 215/2081 [==>...........................] - ETA: 25:41 - loss: 1002.6442 - logits_profile_predictions_loss: 980.1435 - logcount_predictions_loss: 0.8459 216/2081 [==>...........................] - ETA: 25:41 - loss: 1002.6085 - logits_profile_predictions_loss: 980.1108 - logcount_predictions_loss: 0.8458 217/2081 [==>...........................] - ETA: 25:40 - loss: 1002.5696 - 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224/2081 [==>...........................] - ETA: 25:34 - loss: 1002.3743 - logits_profile_predictions_loss: 979.8962 - logcount_predictions_loss: 0.8450 225/2081 [==>...........................] - ETA: 25:33 - loss: 1002.3534 - logits_profile_predictions_loss: 979.8775 - logcount_predictions_loss: 0.8450 226/2081 [==>...........................] - ETA: 25:32 - loss: 1002.3364 - logits_profile_predictions_loss: 979.8626 - logcount_predictions_loss: 0.8449 227/2081 [==>...........................] - ETA: 25:32 - loss: 1002.3153 - logits_profile_predictions_loss: 979.8437 - logcount_predictions_loss: 0.8448 228/2081 [==>...........................] - ETA: 25:31 - loss: 1002.2943 - logits_profile_predictions_loss: 979.8246 - logcount_predictions_loss: 0.8447 229/2081 [==>...........................] - ETA: 25:30 - loss: 1002.2745 - logits_profile_predictions_loss: 979.8066 - logcount_predictions_loss: 0.8447 230/2081 [==>...........................] - ETA: 25:29 - loss: 1002.2576 - logits_profile_predictions_loss: 979.7915 - logcount_predictions_loss: 0.8446 231/2081 [==>...........................] - ETA: 25:28 - loss: 1002.2364 - logits_profile_predictions_loss: 979.7721 - logcount_predictions_loss: 0.8445 232/2081 [==>...........................] - ETA: 25:28 - loss: 1002.2133 - logits_profile_predictions_loss: 979.7507 - logcount_predictions_loss: 0.8445 233/2081 [==>...........................] - ETA: 25:27 - loss: 1002.1911 - logits_profile_predictions_loss: 979.7303 - logcount_predictions_loss: 0.8444 234/2081 [==>...........................] - ETA: 25:26 - loss: 1002.1651 - logits_profile_predictions_loss: 979.7061 - logcount_predictions_loss: 0.8443 235/2081 [==>...........................] - ETA: 25:25 - loss: 1002.1414 - logits_profile_predictions_loss: 979.6842 - logcount_predictions_loss: 0.8443 236/2081 [==>...........................] - ETA: 25:24 - loss: 1002.1169 - logits_profile_predictions_loss: 979.6616 - logcount_predictions_loss: 0.8442 237/2081 [==>...........................] - ETA: 25:23 - loss: 1002.0941 - logits_profile_predictions_loss: 979.6406 - logcount_predictions_loss: 0.8441 238/2081 [==>...........................] - ETA: 25:23 - loss: 1002.0683 - logits_profile_predictions_loss: 979.6167 - logcount_predictions_loss: 0.8440 239/2081 [==>...........................] - ETA: 25:22 - loss: 1002.0425 - logits_profile_predictions_loss: 979.5928 - logcount_predictions_loss: 0.8440 240/2081 [==>...........................] - ETA: 25:21 - loss: 1002.0140 - logits_profile_predictions_loss: 979.5658 - logcount_predictions_loss: 0.8439 241/2081 [==>...........................] - ETA: 25:20 - loss: 1001.9873 - logits_profile_predictions_loss: 979.5407 - logcount_predictions_loss: 0.8439 242/2081 [==>...........................] - ETA: 25:19 - loss: 1001.9571 - logits_profile_predictions_loss: 979.5123 - logcount_predictions_loss: 0.8438 243/2081 [==>...........................] - ETA: 25:19 - loss: 1001.9230 - 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250/2081 [==>...........................] - ETA: 25:13 - loss: 1001.7269 - logits_profile_predictions_loss: 979.2948 - logcount_predictions_loss: 0.8433 251/2081 [==>...........................] - ETA: 25:12 - loss: 1001.7042 - logits_profile_predictions_loss: 979.2736 - logcount_predictions_loss: 0.8433 252/2081 [==>...........................] - ETA: 25:11 - loss: 1001.6797 - logits_profile_predictions_loss: 979.2505 - logcount_predictions_loss: 0.8432 253/2081 [==>...........................] - ETA: 25:10 - loss: 1001.6548 - logits_profile_predictions_loss: 979.2270 - logcount_predictions_loss: 0.8432 254/2081 [==>...........................] - ETA: 25:09 - loss: 1001.6316 - logits_profile_predictions_loss: 979.2052 - logcount_predictions_loss: 0.8431 255/2081 [==>...........................] - ETA: 25:09 - loss: 1001.6086 - logits_profile_predictions_loss: 979.1835 - logcount_predictions_loss: 0.8431 256/2081 [==>...........................] - ETA: 25:08 - loss: 1001.5858 - logits_profile_predictions_loss: 979.1620 - logcount_predictions_loss: 0.8430 257/2081 [==>...........................] - ETA: 25:07 - loss: 1001.5612 - logits_profile_predictions_loss: 979.1388 - logcount_predictions_loss: 0.8430 258/2081 [==>...........................] - ETA: 25:06 - loss: 1001.5374 - logits_profile_predictions_loss: 979.1163 - logcount_predictions_loss: 0.8429 259/2081 [==>...........................] - ETA: 25:05 - loss: 1001.5106 - logits_profile_predictions_loss: 979.0908 - logcount_predictions_loss: 0.8429 260/2081 [==>...........................] - ETA: 25:05 - loss: 1001.4839 - logits_profile_predictions_loss: 979.0655 - logcount_predictions_loss: 0.8428 261/2081 [==>...........................] - ETA: 25:04 - loss: 1001.4601 - logits_profile_predictions_loss: 979.0431 - logcount_predictions_loss: 0.8427 262/2081 [==>...........................] - ETA: 25:03 - loss: 1001.4368 - logits_profile_predictions_loss: 979.0212 - logcount_predictions_loss: 0.8427 263/2081 [==>...........................] - ETA: 25:02 - loss: 1001.4106 - logits_profile_predictions_loss: 978.9965 - logcount_predictions_loss: 0.8426 264/2081 [==>...........................] - ETA: 25:01 - loss: 1001.3842 - logits_profile_predictions_loss: 978.9715 - logcount_predictions_loss: 0.8426 265/2081 [==>...........................] - ETA: 25:00 - loss: 1001.3566 - logits_profile_predictions_loss: 978.9454 - logcount_predictions_loss: 0.8425 266/2081 [==>...........................] - ETA: 25:00 - loss: 1001.3298 - logits_profile_predictions_loss: 978.9200 - logcount_predictions_loss: 0.8425 267/2081 [==>...........................] - ETA: 24:59 - loss: 1001.3045 - logits_profile_predictions_loss: 978.8961 - logcount_predictions_loss: 0.8424 268/2081 [==>...........................] - ETA: 24:58 - loss: 1001.2785 - logits_profile_predictions_loss: 978.8717 - logcount_predictions_loss: 0.8424 269/2081 [==>...........................] - ETA: 24:57 - loss: 1001.2534 - logits_profile_predictions_loss: 978.8482 - logcount_predictions_loss: 0.8423 270/2081 [==>...........................] - ETA: 24:56 - loss: 1001.2274 - logits_profile_predictions_loss: 978.8238 - logcount_predictions_loss: 0.8422 271/2081 [==>...........................] - ETA: 24:55 - loss: 1001.2010 - logits_profile_predictions_loss: 978.7991 - logcount_predictions_loss: 0.8422 272/2081 [==>...........................] - ETA: 24:55 - loss: 1001.1751 - logits_profile_predictions_loss: 978.7748 - logcount_predictions_loss: 0.8421 273/2081 [==>...........................] - ETA: 24:54 - loss: 1001.1500 - logits_profile_predictions_loss: 978.7512 - logcount_predictions_loss: 0.8421 274/2081 [==>...........................] - ETA: 24:53 - loss: 1001.1244 - logits_profile_predictions_loss: 978.7272 - logcount_predictions_loss: 0.8420 275/2081 [==>...........................] - ETA: 24:52 - loss: 1001.0997 - logits_profile_predictions_loss: 978.7041 - logcount_predictions_loss: 0.8419 276/2081 [==>...........................] - ETA: 24:51 - loss: 1001.0769 - logits_profile_predictions_loss: 978.6828 - logcount_predictions_loss: 0.8419 277/2081 [==>...........................] - ETA: 24:50 - loss: 1001.0564 - logits_profile_predictions_loss: 978.6638 - logcount_predictions_loss: 0.8418 278/2081 [===>..........................] - ETA: 24:50 - loss: 1001.0367 - logits_profile_predictions_loss: 978.6457 - logcount_predictions_loss: 0.8418 279/2081 [===>..........................] - ETA: 24:49 - loss: 1001.0149 - logits_profile_predictions_loss: 978.6256 - logcount_predictions_loss: 0.8417 280/2081 [===>..........................] - ETA: 24:48 - loss: 1000.9926 - logits_profile_predictions_loss: 978.6049 - logcount_predictions_loss: 0.8416 281/2081 [===>..........................] - ETA: 24:47 - loss: 1000.9719 - logits_profile_predictions_loss: 978.5860 - logcount_predictions_loss: 0.8416 282/2081 [===>..........................] - ETA: 24:46 - loss: 1000.9506 - 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289/2081 [===>..........................] - ETA: 24:41 - loss: 1000.8018 - logits_profile_predictions_loss: 978.4293 - logcount_predictions_loss: 0.8411 290/2081 [===>..........................] - ETA: 24:40 - loss: 1000.7807 - logits_profile_predictions_loss: 978.4096 - logcount_predictions_loss: 0.8410 291/2081 [===>..........................] - ETA: 24:39 - loss: 1000.7608 - logits_profile_predictions_loss: 978.3912 - logcount_predictions_loss: 0.8410 292/2081 [===>..........................] - ETA: 24:38 - loss: 1000.7409 - logits_profile_predictions_loss: 978.3728 - logcount_predictions_loss: 0.8409 293/2081 [===>..........................] - ETA: 24:37 - loss: 1000.7236 - logits_profile_predictions_loss: 978.3569 - logcount_predictions_loss: 0.8409 294/2081 [===>..........................] - ETA: 24:37 - loss: 1000.7052 - logits_profile_predictions_loss: 978.3401 - logcount_predictions_loss: 0.8408 295/2081 [===>..........................] - ETA: 24:36 - loss: 1000.6867 - logits_profile_predictions_loss: 978.3232 - logcount_predictions_loss: 0.8407 296/2081 [===>..........................] - ETA: 24:35 - loss: 1000.6675 - logits_profile_predictions_loss: 978.3056 - logcount_predictions_loss: 0.8407 297/2081 [===>..........................] - ETA: 24:34 - loss: 1000.6460 - logits_profile_predictions_loss: 978.2857 - logcount_predictions_loss: 0.8406 298/2081 [===>..........................] - ETA: 24:33 - loss: 1000.6237 - logits_profile_predictions_loss: 978.2650 - logcount_predictions_loss: 0.8406 299/2081 [===>..........................] - ETA: 24:32 - loss: 1000.6022 - logits_profile_predictions_loss: 978.2450 - logcount_predictions_loss: 0.8405 300/2081 [===>..........................] - ETA: 24:31 - loss: 1000.5783 - logits_profile_predictions_loss: 978.2226 - logcount_predictions_loss: 0.8404 301/2081 [===>..........................] - ETA: 24:31 - loss: 1000.5525 - logits_profile_predictions_loss: 978.1983 - logcount_predictions_loss: 0.8404 302/2081 [===>..........................] - ETA: 24:30 - loss: 1000.5277 - logits_profile_predictions_loss: 978.1749 - logcount_predictions_loss: 0.8403 303/2081 [===>..........................] - ETA: 24:29 - loss: 1000.5067 - logits_profile_predictions_loss: 978.1552 - logcount_predictions_loss: 0.8403 304/2081 [===>..........................] - ETA: 24:28 - loss: 1000.4836 - logits_profile_predictions_loss: 978.1335 - logcount_predictions_loss: 0.8402 305/2081 [===>..........................] - ETA: 24:27 - loss: 1000.4623 - logits_profile_predictions_loss: 978.1136 - logcount_predictions_loss: 0.8402 306/2081 [===>..........................] - ETA: 24:27 - loss: 1000.4409 - logits_profile_predictions_loss: 978.0937 - logcount_predictions_loss: 0.8401 307/2081 [===>..........................] - ETA: 24:26 - loss: 1000.4181 - logits_profile_predictions_loss: 978.0724 - logcount_predictions_loss: 0.8401 308/2081 [===>..........................] - ETA: 24:25 - loss: 1000.3928 - logits_profile_predictions_loss: 978.0485 - logcount_predictions_loss: 0.8400 309/2081 [===>..........................] - ETA: 24:24 - loss: 1000.3679 - logits_profile_predictions_loss: 978.0251 - logcount_predictions_loss: 0.8400 310/2081 [===>..........................] - ETA: 24:23 - loss: 1000.3434 - logits_profile_predictions_loss: 978.0021 - logcount_predictions_loss: 0.8399 311/2081 [===>..........................] - ETA: 24:22 - loss: 1000.3207 - logits_profile_predictions_loss: 977.9810 - logcount_predictions_loss: 0.8398 312/2081 [===>..........................] - ETA: 24:22 - loss: 1000.3000 - logits_profile_predictions_loss: 977.9616 - logcount_predictions_loss: 0.8398 313/2081 [===>..........................] - ETA: 24:21 - loss: 1000.2783 - logits_profile_predictions_loss: 977.9413 - logcount_predictions_loss: 0.8397 314/2081 [===>..........................] - ETA: 24:20 - loss: 1000.2557 - logits_profile_predictions_loss: 977.9202 - logcount_predictions_loss: 0.8397 315/2081 [===>..........................] - ETA: 24:19 - loss: 1000.2348 - logits_profile_predictions_loss: 977.9008 - logcount_predictions_loss: 0.8396 316/2081 [===>..........................] - ETA: 24:18 - loss: 1000.2140 - logits_profile_predictions_loss: 977.8812 - logcount_predictions_loss: 0.8396 317/2081 [===>..........................] - ETA: 24:17 - loss: 1000.1939 - logits_profile_predictions_loss: 977.8625 - logcount_predictions_loss: 0.8395 318/2081 [===>..........................] - ETA: 24:17 - loss: 1000.1730 - logits_profile_predictions_loss: 977.8431 - logcount_predictions_loss: 0.8395 319/2081 [===>..........................] - ETA: 24:16 - loss: 1000.1522 - logits_profile_predictions_loss: 977.8237 - logcount_predictions_loss: 0.8394 320/2081 [===>..........................] - ETA: 24:15 - loss: 1000.1340 - logits_profile_predictions_loss: 977.8069 - logcount_predictions_loss: 0.8394 321/2081 [===>..........................] - ETA: 24:14 - loss: 1000.1154 - logits_profile_predictions_loss: 977.7896 - logcount_predictions_loss: 0.8393 322/2081 [===>..........................] - ETA: 24:13 - loss: 1000.0957 - logits_profile_predictions_loss: 977.7713 - logcount_predictions_loss: 0.8393 323/2081 [===>..........................] - ETA: 24:13 - loss: 1000.0774 - logits_profile_predictions_loss: 977.7543 - logcount_predictions_loss: 0.8392 324/2081 [===>..........................] - ETA: 24:12 - loss: 1000.0589 - logits_profile_predictions_loss: 977.7371 - logcount_predictions_loss: 0.8392 325/2081 [===>..........................] - ETA: 24:11 - loss: 1000.0391 - logits_profile_predictions_loss: 977.7185 - logcount_predictions_loss: 0.8391 326/2081 [===>..........................] - ETA: 24:10 - loss: 1000.0185 - logits_profile_predictions_loss: 977.6992 - logcount_predictions_loss: 0.8391 327/2081 [===>..........................] - ETA: 24:09 - loss: 999.9962 - logits_profile_predictions_loss: 977.6782 - logcount_predictions_loss: 0.8390  328/2081 [===>..........................] - ETA: 24:08 - loss: 999.9737 - logits_profile_predictions_loss: 977.6570 - logcount_predictions_loss: 0.8390 329/2081 [===>..........................] - ETA: 24:08 - loss: 999.9515 - logits_profile_predictions_loss: 977.6361 - logcount_predictions_loss: 0.8389 330/2081 [===>..........................] - ETA: 24:07 - loss: 999.9289 - logits_profile_predictions_loss: 977.6149 - logcount_predictions_loss: 0.8389 331/2081 [===>..........................] - ETA: 24:06 - loss: 999.9086 - logits_profile_predictions_loss: 977.5960 - logcount_predictions_loss: 0.8388 332/2081 [===>..........................] - ETA: 24:05 - loss: 999.8883 - logits_profile_predictions_loss: 977.5770 - logcount_predictions_loss: 0.8388 333/2081 [===>..........................] - ETA: 24:04 - loss: 999.8700 - logits_profile_predictions_loss: 977.5600 - logcount_predictions_loss: 0.8387 334/2081 [===>..........................] - ETA: 24:03 - loss: 999.8522 - 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[==>...........................] - ETA: 24:59 - loss: 999.1683 - logits_profile_predictions_loss: 977.5281 - logcount_predictions_loss: 0.8135 267/2081 [==>...........................] - ETA: 24:58 - loss: 999.1722 - logits_profile_predictions_loss: 977.5333 - logcount_predictions_loss: 0.8135 268/2081 [==>...........................] - ETA: 24:57 - loss: 999.1796 - logits_profile_predictions_loss: 977.5419 - logcount_predictions_loss: 0.8134 269/2081 [==>...........................] - ETA: 24:56 - loss: 999.1879 - logits_profile_predictions_loss: 977.5515 - logcount_predictions_loss: 0.8134 270/2081 [==>...........................] - ETA: 24:56 - loss: 999.1962 - logits_profile_predictions_loss: 977.5611 - logcount_predictions_loss: 0.8133 271/2081 [==>...........................] - ETA: 24:55 - loss: 999.2045 - logits_profile_predictions_loss: 977.5707 - logcount_predictions_loss: 0.8133 272/2081 [==>...........................] - ETA: 24:54 - loss: 999.2109 - 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0.8087 2073/2081 [============================>.] - ETA: 6s - loss: 1000.7898 - logits_profile_predictions_loss: 979.2780 - logcount_predictions_loss: 0.8087 2074/2081 [============================>.] - ETA: 5s - loss: 1000.7903 - logits_profile_predictions_loss: 979.2786 - logcount_predictions_loss: 0.8087 2075/2081 [============================>.] - ETA: 4s - loss: 1000.7908 - logits_profile_predictions_loss: 979.2792 - logcount_predictions_loss: 0.8087 2076/2081 [============================>.] - ETA: 4s - loss: 1000.7913 - logits_profile_predictions_loss: 979.2798 - logcount_predictions_loss: 0.8087 2077/2081 [============================>.] - ETA: 3s - loss: 1000.7919 - logits_profile_predictions_loss: 979.2804 - logcount_predictions_loss: 0.8087 2078/2081 [============================>.] - ETA: 2s - loss: 1000.7925 - logits_profile_predictions_loss: 979.2811 - logcount_predictions_loss: 0.8087 2079/2081 [============================>.] - ETA: 1s - loss: 1000.7931 - logits_profile_predictions_loss: 979.2818 - logcount_predictions_loss: 0.8087 2080/2081 [============================>.] - ETA: 0s - loss: 1000.7937 - logits_profile_predictions_loss: 979.2825 - logcount_predictions_loss: 0.8087 2081/2081 [==============================] - ETA: 0s - loss: 1000.7943 - logits_profile_predictions_loss: 979.2831 - logcount_predictions_loss: 0.8087 2081/2081 [==============================] - 1781s 856ms/step - loss: 1000.7949 - logits_profile_predictions_loss: 979.2838 - logcount_predictions_loss: 0.8087 - val_loss: 1079.2424 - val_logits_profile_predictions_loss: 1056.6277 - val_logcount_predictions_loss: 0.8502 + +Epoch 00011: val_loss did not improve from 1070.43677 +Epoch 12/50 + 1/2081 [..............................] - ETA: 29:59 - loss: 1143.1543 - logits_profile_predictions_loss: 1127.2690 - logcount_predictions_loss: 0.5972 2/2081 [..............................] - ETA: 28:28 - loss: 1033.4473 - logits_profile_predictions_loss: 1017.6668 - logcount_predictions_loss: 0.5933 3/2081 [..............................] - ETA: 28:33 - loss: 1008.7786 - logits_profile_predictions_loss: 992.9350 - logcount_predictions_loss: 0.5956  4/2081 [..............................] - ETA: 28:31 - loss: 994.1793 - logits_profile_predictions_loss: 978.1018 - logcount_predictions_loss: 0.6044  5/2081 [..............................] - ETA: 28:32 - loss: 992.7638 - logits_profile_predictions_loss: 976.6608 - logcount_predictions_loss: 0.6054 6/2081 [..............................] - ETA: 28:29 - loss: 985.7478 - logits_profile_predictions_loss: 969.5576 - logcount_predictions_loss: 0.6087 7/2081 [..............................] - ETA: 28:29 - loss: 981.8843 - logits_profile_predictions_loss: 965.6183 - logcount_predictions_loss: 0.6115 8/2081 [..............................] - ETA: 28:28 - loss: 981.7803 - logits_profile_predictions_loss: 965.4112 - logcount_predictions_loss: 0.6154 9/2081 [..............................] - ETA: 28:27 - loss: 983.5389 - logits_profile_predictions_loss: 967.1322 - logcount_predictions_loss: 0.6168 10/2081 [..............................] - ETA: 28:26 - loss: 985.8132 - logits_profile_predictions_loss: 969.3649 - logcount_predictions_loss: 0.6184 11/2081 [..............................] - ETA: 28:26 - loss: 985.2900 - logits_profile_predictions_loss: 968.8147 - logcount_predictions_loss: 0.6194 12/2081 [..............................] - ETA: 28:24 - loss: 984.9338 - logits_profile_predictions_loss: 968.4478 - logcount_predictions_loss: 0.6198 13/2081 [..............................] - ETA: 28:24 - loss: 984.5865 - logits_profile_predictions_loss: 968.0449 - logcount_predictions_loss: 0.6219 14/2081 [..............................] - ETA: 28:23 - loss: 984.7684 - logits_profile_predictions_loss: 968.1629 - logcount_predictions_loss: 0.6243 15/2081 [..............................] - ETA: 28:23 - loss: 984.9408 - logits_profile_predictions_loss: 968.2951 - logcount_predictions_loss: 0.6258 16/2081 [..............................] - ETA: 28:22 - loss: 985.2315 - logits_profile_predictions_loss: 968.5343 - logcount_predictions_loss: 0.6277 17/2081 [..............................] - ETA: 28:21 - loss: 985.9216 - logits_profile_predictions_loss: 969.1931 - logcount_predictions_loss: 0.6289 18/2081 [..............................] - ETA: 28:21 - loss: 986.9071 - logits_profile_predictions_loss: 970.1430 - logcount_predictions_loss: 0.6302 19/2081 [..............................] - ETA: 28:20 - loss: 988.5622 - logits_profile_predictions_loss: 971.7507 - logcount_predictions_loss: 0.6320 20/2081 [..............................] - ETA: 28:19 - loss: 989.8101 - logits_profile_predictions_loss: 972.9576 - logcount_predictions_loss: 0.6336 21/2081 [..............................] - ETA: 28:18 - loss: 991.1348 - logits_profile_predictions_loss: 974.2476 - logcount_predictions_loss: 0.6349 22/2081 [..............................] - ETA: 28:17 - loss: 992.3687 - logits_profile_predictions_loss: 975.4471 - logcount_predictions_loss: 0.6362 23/2081 [..............................] - ETA: 28:16 - loss: 993.0642 - logits_profile_predictions_loss: 976.1036 - logcount_predictions_loss: 0.6376 24/2081 [..............................] - ETA: 28:15 - loss: 994.0074 - logits_profile_predictions_loss: 977.0018 - logcount_predictions_loss: 0.6393 25/2081 [..............................] - ETA: 28:15 - loss: 994.7488 - logits_profile_predictions_loss: 977.7022 - logcount_predictions_loss: 0.6409 26/2081 [..............................] - ETA: 28:14 - loss: 995.1701 - logits_profile_predictions_loss: 978.0856 - logcount_predictions_loss: 0.6423 27/2081 [..............................] - ETA: 28:13 - loss: 995.9697 - logits_profile_predictions_loss: 978.8483 - logcount_predictions_loss: 0.6437 28/2081 [..............................] - ETA: 28:13 - loss: 996.7330 - logits_profile_predictions_loss: 979.5838 - logcount_predictions_loss: 0.6447 29/2081 [..............................] - ETA: 28:12 - loss: 997.7477 - logits_profile_predictions_loss: 980.5666 - logcount_predictions_loss: 0.6459 30/2081 [..............................] - ETA: 28:11 - loss: 999.0596 - logits_profile_predictions_loss: 981.8336 - logcount_predictions_loss: 0.6476 31/2081 [..............................] - ETA: 28:10 - loss: 1000.2342 - logits_profile_predictions_loss: 982.9614 - logcount_predictions_loss: 0.6494 32/2081 [..............................] - ETA: 28:09 - loss: 1001.1390 - logits_profile_predictions_loss: 983.8179 - logcount_predictions_loss: 0.6512 33/2081 [..............................] - ETA: 28:08 - loss: 1001.8271 - logits_profile_predictions_loss: 984.4594 - logcount_predictions_loss: 0.6529 34/2081 [..............................] - ETA: 28:07 - loss: 1002.4289 - logits_profile_predictions_loss: 985.0198 - logcount_predictions_loss: 0.6545 35/2081 [..............................] - ETA: 28:06 - loss: 1002.9426 - logits_profile_predictions_loss: 985.4899 - logcount_predictions_loss: 0.6561 36/2081 [..............................] - ETA: 28:06 - loss: 1003.2780 - logits_profile_predictions_loss: 985.7848 - logcount_predictions_loss: 0.6576 37/2081 [..............................] - ETA: 28:05 - loss: 1003.4697 - logits_profile_predictions_loss: 985.9339 - logcount_predictions_loss: 0.6592 38/2081 [..............................] - ETA: 28:04 - loss: 1003.7097 - logits_profile_predictions_loss: 986.1377 - logcount_predictions_loss: 0.6606 39/2081 [..............................] - ETA: 28:04 - loss: 1003.8886 - logits_profile_predictions_loss: 986.2815 - logcount_predictions_loss: 0.6619 40/2081 [..............................] - ETA: 28:03 - loss: 1004.0156 - logits_profile_predictions_loss: 986.3733 - logcount_predictions_loss: 0.6632 41/2081 [..............................] - ETA: 28:02 - loss: 1004.2375 - logits_profile_predictions_loss: 986.5608 - logcount_predictions_loss: 0.6645 42/2081 [..............................] - ETA: 28:01 - loss: 1004.4352 - logits_profile_predictions_loss: 986.7275 - logcount_predictions_loss: 0.6657 43/2081 [..............................] - ETA: 28:01 - loss: 1004.5293 - logits_profile_predictions_loss: 986.7909 - logcount_predictions_loss: 0.6669 44/2081 [..............................] - ETA: 28:00 - loss: 1004.5032 - logits_profile_predictions_loss: 986.7371 - logcount_predictions_loss: 0.6679 45/2081 [..............................] - ETA: 27:59 - loss: 1004.3814 - logits_profile_predictions_loss: 986.5869 - logcount_predictions_loss: 0.6690 46/2081 [..............................] - ETA: 27:58 - loss: 1004.2296 - logits_profile_predictions_loss: 986.4022 - logcount_predictions_loss: 0.6702 47/2081 [..............................] - ETA: 27:58 - loss: 1004.0630 - logits_profile_predictions_loss: 986.2053 - logcount_predictions_loss: 0.6713 48/2081 [..............................] - ETA: 27:57 - loss: 1003.8903 - logits_profile_predictions_loss: 986.0048 - logcount_predictions_loss: 0.6724 49/2081 [..............................] - ETA: 27:56 - loss: 1003.7054 - logits_profile_predictions_loss: 985.7951 - logcount_predictions_loss: 0.6733 50/2081 [..............................] - ETA: 27:55 - loss: 1003.6106 - logits_profile_predictions_loss: 985.6750 - logcount_predictions_loss: 0.6743 51/2081 [..............................] - ETA: 27:55 - loss: 1003.5046 - logits_profile_predictions_loss: 985.5441 - logcount_predictions_loss: 0.6752 52/2081 [..............................] - ETA: 27:54 - loss: 1003.4435 - logits_profile_predictions_loss: 985.4589 - logcount_predictions_loss: 0.6761 53/2081 [..............................] - ETA: 27:53 - loss: 1003.2771 - logits_profile_predictions_loss: 985.2700 - logcount_predictions_loss: 0.6770 54/2081 [..............................] - ETA: 27:52 - loss: 1003.0864 - logits_profile_predictions_loss: 985.0545 - logcount_predictions_loss: 0.6779 55/2081 [..............................] - ETA: 27:51 - loss: 1002.8323 - logits_profile_predictions_loss: 984.7746 - logcount_predictions_loss: 0.6789 56/2081 [..............................] - ETA: 27:50 - loss: 1002.6181 - logits_profile_predictions_loss: 984.5370 - logcount_predictions_loss: 0.6797 57/2081 [..............................] - ETA: 27:50 - loss: 1002.4502 - logits_profile_predictions_loss: 984.3480 - logcount_predictions_loss: 0.6805 58/2081 [..............................] - ETA: 27:49 - loss: 1002.2580 - logits_profile_predictions_loss: 984.1358 - logcount_predictions_loss: 0.6813 59/2081 [..............................] - ETA: 27:48 - loss: 1002.0302 - logits_profile_predictions_loss: 983.8891 - logcount_predictions_loss: 0.6820 60/2081 [..............................] - ETA: 27:47 - loss: 1001.7931 - logits_profile_predictions_loss: 983.6327 - logcount_predictions_loss: 0.6827 61/2081 [..............................] - ETA: 27:46 - loss: 1001.5286 - logits_profile_predictions_loss: 983.3511 - logcount_predictions_loss: 0.6834 62/2081 [..............................] - ETA: 27:45 - loss: 1001.2796 - logits_profile_predictions_loss: 983.0860 - logcount_predictions_loss: 0.6840 63/2081 [..............................] - ETA: 27:45 - loss: 1001.0075 - logits_profile_predictions_loss: 982.7929 - logcount_predictions_loss: 0.6848 64/2081 [..............................] - ETA: 27:44 - loss: 1000.7867 - logits_profile_predictions_loss: 982.5507 - logcount_predictions_loss: 0.6856 65/2081 [..............................] - ETA: 27:43 - loss: 1000.5955 - logits_profile_predictions_loss: 982.3394 - logcount_predictions_loss: 0.6863 66/2081 [..............................] - ETA: 27:42 - loss: 1000.4097 - logits_profile_predictions_loss: 982.1328 - logcount_predictions_loss: 0.6871 67/2081 [..............................] - ETA: 27:42 - loss: 1000.1972 - logits_profile_predictions_loss: 981.8984 - logcount_predictions_loss: 0.6879 68/2081 [..............................] - ETA: 27:41 - loss: 999.9595 - logits_profile_predictions_loss: 981.6413 - logcount_predictions_loss: 0.6887  69/2081 [..............................] - ETA: 27:40 - loss: 999.7101 - logits_profile_predictions_loss: 981.3723 - logcount_predictions_loss: 0.6894 70/2081 [>.............................] - ETA: 27:39 - loss: 999.4603 - logits_profile_predictions_loss: 981.1040 - logcount_predictions_loss: 0.6901 71/2081 [>.............................] - ETA: 27:38 - loss: 999.2285 - logits_profile_predictions_loss: 980.8540 - logcount_predictions_loss: 0.6908 72/2081 [>.............................] - ETA: 27:37 - loss: 999.0537 - logits_profile_predictions_loss: 980.6611 - logcount_predictions_loss: 0.6914 73/2081 [>.............................] - ETA: 27:37 - loss: 998.8562 - logits_profile_predictions_loss: 980.4452 - logcount_predictions_loss: 0.6921 74/2081 [>.............................] - ETA: 27:36 - loss: 998.6429 - logits_profile_predictions_loss: 980.2140 - logcount_predictions_loss: 0.6928 75/2081 [>.............................] - ETA: 27:35 - loss: 998.4361 - logits_profile_predictions_loss: 979.9896 - logcount_predictions_loss: 0.6935 76/2081 [>.............................] - ETA: 27:34 - loss: 998.2396 - logits_profile_predictions_loss: 979.7760 - logcount_predictions_loss: 0.6941 77/2081 [>.............................] - ETA: 27:33 - loss: 998.0360 - logits_profile_predictions_loss: 979.5565 - logcount_predictions_loss: 0.6947 78/2081 [>.............................] - ETA: 27:33 - loss: 997.8451 - logits_profile_predictions_loss: 979.3518 - logcount_predictions_loss: 0.6952 79/2081 [>.............................] - ETA: 27:32 - loss: 997.6539 - logits_profile_predictions_loss: 979.1471 - logcount_predictions_loss: 0.6957 80/2081 [>.............................] - ETA: 27:31 - loss: 997.4629 - logits_profile_predictions_loss: 978.9431 - logcount_predictions_loss: 0.6962 81/2081 [>.............................] - ETA: 27:30 - loss: 997.2872 - logits_profile_predictions_loss: 978.7541 - logcount_predictions_loss: 0.6967 82/2081 [>.............................] - ETA: 27:30 - loss: 997.1017 - logits_profile_predictions_loss: 978.5556 - logcount_predictions_loss: 0.6972 83/2081 [>.............................] - ETA: 27:29 - loss: 996.9084 - logits_profile_predictions_loss: 978.3502 - logcount_predictions_loss: 0.6977 84/2081 [>.............................] - ETA: 27:28 - loss: 996.7090 - logits_profile_predictions_loss: 978.1392 - logcount_predictions_loss: 0.6981 85/2081 [>.............................] - ETA: 27:27 - loss: 996.5242 - logits_profile_predictions_loss: 977.9440 - logcount_predictions_loss: 0.6985 86/2081 [>.............................] - ETA: 27:26 - loss: 996.3136 - logits_profile_predictions_loss: 977.7234 - logcount_predictions_loss: 0.6989 87/2081 [>.............................] - ETA: 27:26 - loss: 996.0966 - logits_profile_predictions_loss: 977.4966 - logcount_predictions_loss: 0.6992 88/2081 [>.............................] - ETA: 27:25 - loss: 995.8544 - logits_profile_predictions_loss: 977.2444 - logcount_predictions_loss: 0.6996 89/2081 [>.............................] - ETA: 27:24 - loss: 995.6109 - logits_profile_predictions_loss: 976.9918 - logcount_predictions_loss: 0.7000 90/2081 [>.............................] - ETA: 27:23 - loss: 995.3614 - logits_profile_predictions_loss: 976.7337 - logcount_predictions_loss: 0.7003 91/2081 [>.............................] - ETA: 27:23 - loss: 995.1083 - logits_profile_predictions_loss: 976.4729 - logcount_predictions_loss: 0.7006 92/2081 [>.............................] - ETA: 27:22 - loss: 994.8403 - logits_profile_predictions_loss: 976.1972 - logcount_predictions_loss: 0.7009 93/2081 [>.............................] - ETA: 27:21 - loss: 994.5828 - logits_profile_predictions_loss: 975.9318 - logcount_predictions_loss: 0.7012 94/2081 [>.............................] - ETA: 27:20 - loss: 994.3497 - logits_profile_predictions_loss: 975.6905 - logcount_predictions_loss: 0.7015 95/2081 [>.............................] - ETA: 27:19 - loss: 994.1219 - logits_profile_predictions_loss: 975.4548 - logcount_predictions_loss: 0.7018 96/2081 [>.............................] - ETA: 27:18 - loss: 993.8968 - logits_profile_predictions_loss: 975.2219 - logcount_predictions_loss: 0.7021 97/2081 [>.............................] - ETA: 27:18 - loss: 993.6693 - logits_profile_predictions_loss: 974.9865 - logcount_predictions_loss: 0.7024 98/2081 [>.............................] - ETA: 27:17 - loss: 993.4520 - logits_profile_predictions_loss: 974.7610 - logcount_predictions_loss: 0.7027 99/2081 [>.............................] - ETA: 27:16 - loss: 993.2301 - logits_profile_predictions_loss: 974.5310 - logcount_predictions_loss: 0.7030 100/2081 [>.............................] - ETA: 27:15 - loss: 992.9949 - logits_profile_predictions_loss: 974.2873 - logcount_predictions_loss: 0.7033 101/2081 [>.............................] - ETA: 27:14 - loss: 992.7737 - logits_profile_predictions_loss: 974.0578 - logcount_predictions_loss: 0.7036 102/2081 [>.............................] - ETA: 27:13 - loss: 992.5569 - logits_profile_predictions_loss: 973.8330 - logcount_predictions_loss: 0.7039 103/2081 [>.............................] - ETA: 27:13 - loss: 992.3568 - logits_profile_predictions_loss: 973.6249 - logcount_predictions_loss: 0.7042 104/2081 [>.............................] - ETA: 27:12 - loss: 992.1801 - logits_profile_predictions_loss: 973.4400 - logcount_predictions_loss: 0.7045 105/2081 [>.............................] - ETA: 27:11 - loss: 992.0013 - logits_profile_predictions_loss: 973.2519 - logcount_predictions_loss: 0.7049 106/2081 [>.............................] - ETA: 27:10 - loss: 991.8357 - logits_profile_predictions_loss: 973.0776 - logcount_predictions_loss: 0.7052 107/2081 [>.............................] - ETA: 27:09 - loss: 991.6718 - logits_profile_predictions_loss: 972.9048 - logcount_predictions_loss: 0.7055 108/2081 [>.............................] - ETA: 27:08 - loss: 991.5056 - logits_profile_predictions_loss: 972.7292 - logcount_predictions_loss: 0.7059 109/2081 [>.............................] - ETA: 27:08 - loss: 991.3372 - logits_profile_predictions_loss: 972.5513 - logcount_predictions_loss: 0.7062 110/2081 [>.............................] - ETA: 27:07 - loss: 991.1718 - logits_profile_predictions_loss: 972.3764 - logcount_predictions_loss: 0.7066 111/2081 [>.............................] - ETA: 27:06 - loss: 990.9997 - logits_profile_predictions_loss: 972.1948 - logcount_predictions_loss: 0.7069 112/2081 [>.............................] - ETA: 27:05 - loss: 990.8239 - logits_profile_predictions_loss: 972.0102 - logcount_predictions_loss: 0.7073 113/2081 [>.............................] - ETA: 27:04 - loss: 990.6680 - logits_profile_predictions_loss: 971.8452 - logcount_predictions_loss: 0.7076 114/2081 [>.............................] - ETA: 27:04 - loss: 990.5146 - logits_profile_predictions_loss: 971.6823 - logcount_predictions_loss: 0.7080 115/2081 [>.............................] - ETA: 27:03 - loss: 990.3588 - logits_profile_predictions_loss: 971.5174 - logcount_predictions_loss: 0.7083 116/2081 [>.............................] - ETA: 27:02 - loss: 990.2062 - logits_profile_predictions_loss: 971.3554 - logcount_predictions_loss: 0.7087 117/2081 [>.............................] - ETA: 27:01 - loss: 990.0567 - logits_profile_predictions_loss: 971.1970 - logcount_predictions_loss: 0.7090 118/2081 [>.............................] - ETA: 27:00 - loss: 989.9115 - logits_profile_predictions_loss: 971.0431 - logcount_predictions_loss: 0.7093 119/2081 [>.............................] - ETA: 26:59 - loss: 989.7573 - logits_profile_predictions_loss: 970.8806 - logcount_predictions_loss: 0.7096 120/2081 [>.............................] - ETA: 26:59 - loss: 989.5952 - logits_profile_predictions_loss: 970.7102 - logcount_predictions_loss: 0.7100 121/2081 [>.............................] - ETA: 26:58 - loss: 989.4262 - logits_profile_predictions_loss: 970.5318 - logcount_predictions_loss: 0.7103 122/2081 [>.............................] - ETA: 26:57 - loss: 989.2552 - logits_profile_predictions_loss: 970.3515 - logcount_predictions_loss: 0.7107 123/2081 [>.............................] - ETA: 26:56 - loss: 989.0802 - logits_profile_predictions_loss: 970.1668 - logcount_predictions_loss: 0.7110 124/2081 [>.............................] - ETA: 26:55 - loss: 988.9158 - logits_profile_predictions_loss: 969.9927 - logcount_predictions_loss: 0.7114 125/2081 [>.............................] - ETA: 26:55 - loss: 988.7600 - logits_profile_predictions_loss: 969.8276 - logcount_predictions_loss: 0.7117 126/2081 [>.............................] - ETA: 26:54 - loss: 988.6074 - logits_profile_predictions_loss: 969.6656 - logcount_predictions_loss: 0.7121 127/2081 [>.............................] - ETA: 26:53 - loss: 988.4470 - logits_profile_predictions_loss: 969.4963 - logcount_predictions_loss: 0.7124 128/2081 [>.............................] - ETA: 26:52 - loss: 988.2841 - logits_profile_predictions_loss: 969.3243 - logcount_predictions_loss: 0.7128 129/2081 [>.............................] - ETA: 26:51 - loss: 988.1270 - logits_profile_predictions_loss: 969.1584 - logcount_predictions_loss: 0.7131 130/2081 [>.............................] - ETA: 26:50 - loss: 987.9790 - logits_profile_predictions_loss: 969.0015 - logcount_predictions_loss: 0.7134 131/2081 [>.............................] - ETA: 26:50 - loss: 987.8474 - logits_profile_predictions_loss: 968.8612 - logcount_predictions_loss: 0.7138 132/2081 [>.............................] - ETA: 26:49 - loss: 987.7161 - logits_profile_predictions_loss: 968.7213 - logcount_predictions_loss: 0.7141 133/2081 [>.............................] - ETA: 26:48 - loss: 987.5898 - logits_profile_predictions_loss: 968.5867 - logcount_predictions_loss: 0.7144 134/2081 [>.............................] - ETA: 26:47 - loss: 987.4509 - logits_profile_predictions_loss: 968.4400 - logcount_predictions_loss: 0.7147 135/2081 [>.............................] - ETA: 26:46 - loss: 987.3216 - logits_profile_predictions_loss: 968.3029 - logcount_predictions_loss: 0.7150 136/2081 [>.............................] - ETA: 26:46 - loss: 987.1919 - logits_profile_predictions_loss: 968.1658 - logcount_predictions_loss: 0.7153 137/2081 [>.............................] - ETA: 26:45 - loss: 987.0685 - logits_profile_predictions_loss: 968.0350 - logcount_predictions_loss: 0.7155 138/2081 [>.............................] - ETA: 26:44 - loss: 986.9460 - logits_profile_predictions_loss: 967.9053 - logcount_predictions_loss: 0.7158 139/2081 [=>............................] - ETA: 26:43 - loss: 986.8301 - 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[============================>.] - ETA: 41s - loss: 978.5069 - logits_profile_predictions_loss: 958.8307 - logcount_predictions_loss: 0.7397 2032/2081 [============================>.] - ETA: 40s - loss: 978.5060 - logits_profile_predictions_loss: 958.8299 - logcount_predictions_loss: 0.7397 2033/2081 [============================>.] - ETA: 39s - loss: 978.5052 - logits_profile_predictions_loss: 958.8292 - logcount_predictions_loss: 0.7397 2034/2081 [============================>.] - ETA: 38s - loss: 978.5044 - logits_profile_predictions_loss: 958.8285 - logcount_predictions_loss: 0.7397 2035/2081 [============================>.] - ETA: 38s - loss: 978.5035 - logits_profile_predictions_loss: 958.8278 - logcount_predictions_loss: 0.7397 2036/2081 [============================>.] - ETA: 37s - loss: 978.5028 - logits_profile_predictions_loss: 958.8271 - logcount_predictions_loss: 0.7397 2037/2081 [============================>.] - ETA: 36s - loss: 978.5020 - 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[============================>.] - ETA: 30s - loss: 978.4959 - logits_profile_predictions_loss: 958.8210 - logcount_predictions_loss: 0.7397 2045/2081 [============================>.] - ETA: 29s - loss: 978.4950 - logits_profile_predictions_loss: 958.8202 - logcount_predictions_loss: 0.7397 2046/2081 [============================>.] - ETA: 28s - loss: 978.4940 - logits_profile_predictions_loss: 958.8193 - logcount_predictions_loss: 0.7396 2047/2081 [============================>.] - ETA: 28s - loss: 978.4930 - logits_profile_predictions_loss: 958.8185 - logcount_predictions_loss: 0.7396 2048/2081 [============================>.] - ETA: 27s - loss: 978.4920 - logits_profile_predictions_loss: 958.8176 - logcount_predictions_loss: 0.7396 2049/2081 [============================>.] - ETA: 26s - loss: 978.4911 - logits_profile_predictions_loss: 958.8167 - logcount_predictions_loss: 0.7396 2050/2081 [============================>.] - ETA: 25s - loss: 978.4901 - 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[============================>.] - ETA: 19s - loss: 978.4834 - logits_profile_predictions_loss: 958.8098 - logcount_predictions_loss: 0.7396 2058/2081 [============================>.] - ETA: 19s - loss: 978.4824 - logits_profile_predictions_loss: 958.8090 - logcount_predictions_loss: 0.7396 2059/2081 [============================>.] - ETA: 18s - loss: 978.4815 - logits_profile_predictions_loss: 958.8081 - logcount_predictions_loss: 0.7396 2060/2081 [============================>.] - ETA: 17s - loss: 978.4805 - logits_profile_predictions_loss: 958.8073 - logcount_predictions_loss: 0.7396 2061/2081 [============================>.] - ETA: 16s - loss: 978.4796 - logits_profile_predictions_loss: 958.8065 - logcount_predictions_loss: 0.7396 2062/2081 [============================>.] - ETA: 15s - loss: 978.4787 - logits_profile_predictions_loss: 958.8057 - logcount_predictions_loss: 0.7396 2063/2081 [============================>.] - ETA: 14s - loss: 978.4778 - logits_profile_predictions_loss: 958.8049 - logcount_predictions_loss: 0.7396 2064/2081 [============================>.] - ETA: 14s - loss: 978.4769 - logits_profile_predictions_loss: 958.8040 - logcount_predictions_loss: 0.7396 2065/2081 [============================>.] - ETA: 13s - loss: 978.4759 - logits_profile_predictions_loss: 958.8032 - logcount_predictions_loss: 0.7396 2066/2081 [============================>.] - ETA: 12s - loss: 978.4750 - logits_profile_predictions_loss: 958.8023 - logcount_predictions_loss: 0.7396 2067/2081 [============================>.] - ETA: 11s - loss: 978.4740 - logits_profile_predictions_loss: 958.8014 - logcount_predictions_loss: 0.7396 2068/2081 [============================>.] - ETA: 10s - loss: 978.4730 - logits_profile_predictions_loss: 958.8006 - logcount_predictions_loss: 0.7396 2069/2081 [============================>.] - ETA: 9s - loss: 978.4720 - logits_profile_predictions_loss: 958.7997 - logcount_predictions_loss: 0.7396  2070/2081 [============================>.] - ETA: 9s - loss: 978.4711 - logits_profile_predictions_loss: 958.7988 - logcount_predictions_loss: 0.7396 2071/2081 [============================>.] - ETA: 8s - loss: 978.4701 - logits_profile_predictions_loss: 958.7979 - logcount_predictions_loss: 0.7396 2072/2081 [============================>.] - ETA: 7s - loss: 978.4691 - logits_profile_predictions_loss: 958.7970 - logcount_predictions_loss: 0.7396 2073/2081 [============================>.] - ETA: 6s - loss: 978.4680 - logits_profile_predictions_loss: 958.7960 - logcount_predictions_loss: 0.7395 2074/2081 [============================>.] - ETA: 5s - loss: 978.4669 - logits_profile_predictions_loss: 958.7950 - logcount_predictions_loss: 0.7395 2075/2081 [============================>.] - ETA: 4s - loss: 978.4658 - logits_profile_predictions_loss: 958.7940 - logcount_predictions_loss: 0.7395 2076/2081 [============================>.] - ETA: 4s - loss: 978.4647 - logits_profile_predictions_loss: 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val_logits_profile_predictions_loss: 1071.7107 - val_logcount_predictions_loss: 0.8847 + +Epoch 00012: val_loss did not improve from 1070.43677 +Epoch 13/50 + 1/2081 [..............................] - ETA: 29:48 - loss: 989.7635 - logits_profile_predictions_loss: 959.5350 - logcount_predictions_loss: 1.1364 2/2081 [..............................] - ETA: 28:29 - loss: 963.0811 - logits_profile_predictions_loss: 934.8707 - logcount_predictions_loss: 1.0605 3/2081 [..............................] - ETA: 28:29 - loss: 969.7173 - logits_profile_predictions_loss: 942.4670 - logcount_predictions_loss: 1.0244 4/2081 [..............................] - ETA: 28:28 - loss: 973.7029 - logits_profile_predictions_loss: 947.2144 - logcount_predictions_loss: 0.9958 5/2081 [..............................] - ETA: 28:27 - loss: 975.7536 - logits_profile_predictions_loss: 949.7128 - logcount_predictions_loss: 0.9790 6/2081 [..............................] - ETA: 28:28 - loss: 976.8124 - logits_profile_predictions_loss: 951.2490 - logcount_predictions_loss: 0.9610 7/2081 [..............................] - ETA: 28:27 - loss: 983.3909 - logits_profile_predictions_loss: 958.2003 - logcount_predictions_loss: 0.9470 8/2081 [..............................] - ETA: 28:27 - loss: 986.8547 - logits_profile_predictions_loss: 962.0373 - logcount_predictions_loss: 0.9330 9/2081 [..............................] - ETA: 28:27 - loss: 989.7681 - logits_profile_predictions_loss: 965.3280 - logcount_predictions_loss: 0.9188 10/2081 [..............................] - ETA: 28:28 - loss: 989.8731 - logits_profile_predictions_loss: 965.7538 - logcount_predictions_loss: 0.9067 11/2081 [..............................] - ETA: 28:26 - loss: 988.9833 - logits_profile_predictions_loss: 965.1381 - logcount_predictions_loss: 0.8964 12/2081 [..............................] - ETA: 28:25 - loss: 988.8237 - logits_profile_predictions_loss: 965.2456 - logcount_predictions_loss: 0.8864 13/2081 [..............................] - ETA: 28:24 - loss: 988.9706 - logits_profile_predictions_loss: 965.6331 - logcount_predictions_loss: 0.8774 14/2081 [..............................] - ETA: 28:24 - loss: 988.8465 - logits_profile_predictions_loss: 965.7374 - logcount_predictions_loss: 0.8688 15/2081 [..............................] - ETA: 28:23 - loss: 988.5857 - logits_profile_predictions_loss: 965.6697 - logcount_predictions_loss: 0.8615 16/2081 [..............................] - ETA: 28:22 - loss: 988.5346 - logits_profile_predictions_loss: 965.7757 - logcount_predictions_loss: 0.8556 17/2081 [..............................] - ETA: 28:21 - loss: 987.6030 - logits_profile_predictions_loss: 964.9910 - logcount_predictions_loss: 0.8501 18/2081 [..............................] - ETA: 28:21 - loss: 986.1593 - logits_profile_predictions_loss: 963.6812 - logcount_predictions_loss: 0.8450 19/2081 [..............................] - ETA: 28:20 - loss: 984.4340 - logits_profile_predictions_loss: 962.0917 - logcount_predictions_loss: 0.8399 20/2081 [..............................] - ETA: 28:20 - loss: 982.6292 - logits_profile_predictions_loss: 960.4184 - logcount_predictions_loss: 0.8350 21/2081 [..............................] - ETA: 28:19 - loss: 980.7162 - logits_profile_predictions_loss: 958.6324 - logcount_predictions_loss: 0.8302 22/2081 [..............................] - ETA: 28:18 - loss: 979.7471 - logits_profile_predictions_loss: 957.7488 - logcount_predictions_loss: 0.8270 23/2081 [..............................] - ETA: 28:17 - loss: 978.8933 - logits_profile_predictions_loss: 956.9677 - logcount_predictions_loss: 0.8243 24/2081 [..............................] - ETA: 28:16 - loss: 978.4933 - logits_profile_predictions_loss: 956.6294 - logcount_predictions_loss: 0.8220 25/2081 [..............................] - ETA: 28:16 - loss: 977.9736 - logits_profile_predictions_loss: 956.1798 - logcount_predictions_loss: 0.8193 26/2081 [..............................] - ETA: 28:15 - loss: 977.4848 - logits_profile_predictions_loss: 955.7506 - logcount_predictions_loss: 0.8171 27/2081 [..............................] - ETA: 28:14 - loss: 976.8424 - logits_profile_predictions_loss: 955.1661 - logcount_predictions_loss: 0.8149 28/2081 [..............................] - ETA: 28:13 - loss: 976.1920 - logits_profile_predictions_loss: 954.5745 - logcount_predictions_loss: 0.8127 29/2081 [..............................] - ETA: 28:13 - loss: 975.5709 - logits_profile_predictions_loss: 954.0186 - logcount_predictions_loss: 0.8102 30/2081 [..............................] - ETA: 28:12 - loss: 975.1451 - logits_profile_predictions_loss: 953.6536 - logcount_predictions_loss: 0.8079 31/2081 [..............................] - ETA: 28:11 - loss: 974.7631 - logits_profile_predictions_loss: 953.3318 - logcount_predictions_loss: 0.8057 32/2081 [..............................] - ETA: 28:10 - loss: 974.3501 - logits_profile_predictions_loss: 952.9724 - logcount_predictions_loss: 0.8037 33/2081 [..............................] - ETA: 28:10 - loss: 973.8357 - logits_profile_predictions_loss: 952.4995 - logcount_predictions_loss: 0.8021 34/2081 [..............................] - ETA: 28:09 - loss: 973.5600 - logits_profile_predictions_loss: 952.2631 - logcount_predictions_loss: 0.8006 35/2081 [..............................] - ETA: 28:08 - loss: 973.2219 - logits_profile_predictions_loss: 951.9631 - logcount_predictions_loss: 0.7992 36/2081 [..............................] - ETA: 28:07 - loss: 972.8862 - logits_profile_predictions_loss: 951.6519 - logcount_predictions_loss: 0.7983 37/2081 [..............................] - ETA: 28:07 - loss: 972.4949 - logits_profile_predictions_loss: 951.2804 - logcount_predictions_loss: 0.7975 38/2081 [..............................] - ETA: 28:06 - loss: 972.1379 - logits_profile_predictions_loss: 950.9459 - logcount_predictions_loss: 0.7967 39/2081 [..............................] - ETA: 28:05 - loss: 971.6450 - logits_profile_predictions_loss: 950.4766 - logcount_predictions_loss: 0.7958 40/2081 [..............................] - ETA: 28:04 - loss: 971.2157 - logits_profile_predictions_loss: 950.0749 - logcount_predictions_loss: 0.7948 41/2081 [..............................] - ETA: 28:04 - loss: 970.8885 - logits_profile_predictions_loss: 949.7761 - logcount_predictions_loss: 0.7937 42/2081 [..............................] - ETA: 28:03 - loss: 970.5398 - logits_profile_predictions_loss: 949.4559 - logcount_predictions_loss: 0.7926 43/2081 [..............................] - ETA: 28:02 - loss: 970.1605 - logits_profile_predictions_loss: 949.1022 - logcount_predictions_loss: 0.7917 44/2081 [..............................] - ETA: 28:01 - loss: 969.8639 - logits_profile_predictions_loss: 948.8342 - logcount_predictions_loss: 0.7906 45/2081 [..............................] - ETA: 28:00 - loss: 969.6238 - logits_profile_predictions_loss: 948.6184 - logcount_predictions_loss: 0.7897 46/2081 [..............................] - ETA: 28:00 - loss: 969.3508 - logits_profile_predictions_loss: 948.3719 - logcount_predictions_loss: 0.7887 47/2081 [..............................] - ETA: 27:59 - loss: 969.0914 - logits_profile_predictions_loss: 948.1400 - logcount_predictions_loss: 0.7876 48/2081 [..............................] - ETA: 27:58 - loss: 968.8332 - logits_profile_predictions_loss: 947.9089 - logcount_predictions_loss: 0.7866 49/2081 [..............................] - ETA: 27:57 - loss: 968.5528 - logits_profile_predictions_loss: 947.6537 - logcount_predictions_loss: 0.7857 50/2081 [..............................] - ETA: 27:56 - loss: 968.2992 - logits_profile_predictions_loss: 947.4248 - logcount_predictions_loss: 0.7848 51/2081 [..............................] - ETA: 27:55 - loss: 967.9674 - logits_profile_predictions_loss: 947.1196 - logcount_predictions_loss: 0.7838 52/2081 [..............................] - ETA: 27:55 - loss: 967.6615 - logits_profile_predictions_loss: 946.8403 - logcount_predictions_loss: 0.7828 53/2081 [..............................] - ETA: 27:54 - loss: 967.4132 - logits_profile_predictions_loss: 946.6197 - logcount_predictions_loss: 0.7817 54/2081 [..............................] - ETA: 27:54 - loss: 967.1533 - logits_profile_predictions_loss: 946.3860 - logcount_predictions_loss: 0.7807 55/2081 [..............................] - ETA: 27:53 - loss: 966.8826 - logits_profile_predictions_loss: 946.1412 - logcount_predictions_loss: 0.7798 56/2081 [..............................] - ETA: 27:52 - loss: 966.5947 - logits_profile_predictions_loss: 945.8799 - logcount_predictions_loss: 0.7788 57/2081 [..............................] - ETA: 27:51 - loss: 966.2568 - logits_profile_predictions_loss: 945.5674 - logcount_predictions_loss: 0.7778 58/2081 [..............................] - ETA: 27:50 - loss: 965.9047 - logits_profile_predictions_loss: 945.2400 - logcount_predictions_loss: 0.7769 59/2081 [..............................] - ETA: 27:49 - loss: 965.6076 - logits_profile_predictions_loss: 944.9674 - logcount_predictions_loss: 0.7759 60/2081 [..............................] - ETA: 27:49 - loss: 965.3169 - logits_profile_predictions_loss: 944.7011 - logcount_predictions_loss: 0.7750 61/2081 [..............................] - ETA: 27:48 - loss: 965.0521 - logits_profile_predictions_loss: 944.4599 - logcount_predictions_loss: 0.7741 62/2081 [..............................] - ETA: 27:47 - loss: 964.8026 - logits_profile_predictions_loss: 944.2334 - logcount_predictions_loss: 0.7733 63/2081 [..............................] - ETA: 27:46 - loss: 964.5419 - logits_profile_predictions_loss: 943.9962 - logcount_predictions_loss: 0.7724 64/2081 [..............................] - ETA: 27:46 - loss: 964.2694 - logits_profile_predictions_loss: 943.7478 - logcount_predictions_loss: 0.7715 65/2081 [..............................] - ETA: 27:45 - loss: 964.0190 - logits_profile_predictions_loss: 943.5219 - logcount_predictions_loss: 0.7706 66/2081 [..............................] - ETA: 27:44 - loss: 963.7667 - logits_profile_predictions_loss: 943.2949 - logcount_predictions_loss: 0.7696 67/2081 [..............................] - ETA: 27:43 - loss: 963.5130 - logits_profile_predictions_loss: 943.0650 - logcount_predictions_loss: 0.7687 68/2081 [..............................] - ETA: 27:42 - loss: 963.2797 - logits_profile_predictions_loss: 942.8554 - logcount_predictions_loss: 0.7678 69/2081 [..............................] - ETA: 27:41 - loss: 963.0562 - logits_profile_predictions_loss: 942.6557 - logcount_predictions_loss: 0.7669 70/2081 [>.............................] - ETA: 27:41 - loss: 962.8354 - logits_profile_predictions_loss: 942.4593 - logcount_predictions_loss: 0.7660 71/2081 [>.............................] - ETA: 27:40 - loss: 962.6238 - logits_profile_predictions_loss: 942.2715 - logcount_predictions_loss: 0.7651 72/2081 [>.............................] - ETA: 27:39 - loss: 962.4458 - logits_profile_predictions_loss: 942.1174 - logcount_predictions_loss: 0.7642 73/2081 [>.............................] - ETA: 27:39 - loss: 962.2999 - logits_profile_predictions_loss: 941.9943 - logcount_predictions_loss: 0.7634 74/2081 [>.............................] - ETA: 27:38 - loss: 962.1332 - logits_profile_predictions_loss: 941.8494 - logcount_predictions_loss: 0.7626 75/2081 [>.............................] - ETA: 27:37 - loss: 961.9724 - logits_profile_predictions_loss: 941.7110 - logcount_predictions_loss: 0.7617 76/2081 [>.............................] - ETA: 27:36 - loss: 961.8217 - logits_profile_predictions_loss: 941.5821 - logcount_predictions_loss: 0.7609 77/2081 [>.............................] - ETA: 27:35 - loss: 961.6888 - logits_profile_predictions_loss: 941.4704 - logcount_predictions_loss: 0.7601 78/2081 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[====>.........................] - ETA: 23:39 - loss: 959.0473 - logits_profile_predictions_loss: 940.2987 - logcount_predictions_loss: 0.7048 365/2081 [====>.........................] - ETA: 23:38 - loss: 959.0382 - logits_profile_predictions_loss: 940.2902 - logcount_predictions_loss: 0.7048 366/2081 [====>.........................] - ETA: 23:37 - loss: 959.0295 - logits_profile_predictions_loss: 940.2821 - logcount_predictions_loss: 0.7048 367/2081 [====>.........................] - ETA: 23:36 - loss: 959.0207 - logits_profile_predictions_loss: 940.2740 - logcount_predictions_loss: 0.7048 368/2081 [====>.........................] - ETA: 23:35 - loss: 959.0119 - logits_profile_predictions_loss: 940.2658 - logcount_predictions_loss: 0.7047 369/2081 [====>.........................] - ETA: 23:34 - loss: 959.0045 - logits_profile_predictions_loss: 940.2590 - logcount_predictions_loss: 0.7047 370/2081 [====>.........................] - ETA: 23:34 - loss: 958.9964 - 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[====>.........................] - ETA: 23:17 - loss: 958.8753 - logits_profile_predictions_loss: 940.1414 - logcount_predictions_loss: 0.7043 391/2081 [====>.........................] - ETA: 23:16 - loss: 958.8711 - logits_profile_predictions_loss: 940.1378 - logcount_predictions_loss: 0.7043 392/2081 [====>.........................] - ETA: 23:15 - loss: 958.8675 - logits_profile_predictions_loss: 940.1346 - logcount_predictions_loss: 0.7042 393/2081 [====>.........................] - ETA: 23:15 - loss: 958.8638 - logits_profile_predictions_loss: 940.1313 - logcount_predictions_loss: 0.7042 394/2081 [====>.........................] - ETA: 23:14 - loss: 958.8590 - logits_profile_predictions_loss: 940.1270 - logcount_predictions_loss: 0.7042 395/2081 [====>.........................] - ETA: 23:13 - loss: 958.8527 - logits_profile_predictions_loss: 940.1212 - logcount_predictions_loss: 0.7042 396/2081 [====>.........................] - ETA: 23:12 - loss: 958.8463 - 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[====>.........................] - ETA: 23:06 - loss: 958.8098 - logits_profile_predictions_loss: 940.0810 - logcount_predictions_loss: 0.7041 404/2081 [====>.........................] - ETA: 23:05 - loss: 958.8042 - logits_profile_predictions_loss: 940.0756 - logcount_predictions_loss: 0.7041 405/2081 [====>.........................] - ETA: 23:05 - loss: 958.7989 - logits_profile_predictions_loss: 940.0706 - logcount_predictions_loss: 0.7041 406/2081 [====>.........................] - ETA: 23:04 - loss: 958.7936 - logits_profile_predictions_loss: 940.0657 - logcount_predictions_loss: 0.7041 407/2081 [====>.........................] - ETA: 23:03 - loss: 958.7902 - logits_profile_predictions_loss: 940.0625 - logcount_predictions_loss: 0.7040 408/2081 [====>.........................] - ETA: 23:02 - loss: 958.7874 - logits_profile_predictions_loss: 940.0599 - logcount_predictions_loss: 0.7040 409/2081 [====>.........................] - ETA: 23:01 - loss: 958.7842 - 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[====>.........................] - ETA: 22:56 - loss: 958.7613 - logits_profile_predictions_loss: 940.0348 - logcount_predictions_loss: 0.7040 417/2081 [=====>........................] - ETA: 22:55 - loss: 958.7590 - logits_profile_predictions_loss: 940.0326 - logcount_predictions_loss: 0.7040 418/2081 [=====>........................] - ETA: 22:54 - loss: 958.7563 - logits_profile_predictions_loss: 940.0299 - logcount_predictions_loss: 0.7040 419/2081 [=====>........................] - ETA: 22:53 - loss: 958.7532 - logits_profile_predictions_loss: 940.0268 - logcount_predictions_loss: 0.7040 420/2081 [=====>........................] - ETA: 22:52 - loss: 958.7500 - logits_profile_predictions_loss: 940.0236 - logcount_predictions_loss: 0.7040 421/2081 [=====>........................] - ETA: 22:51 - loss: 958.7474 - logits_profile_predictions_loss: 940.0210 - logcount_predictions_loss: 0.7040 422/2081 [=====>........................] - ETA: 22:51 - loss: 958.7451 - 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[=====>........................] - ETA: 22:45 - loss: 958.7240 - logits_profile_predictions_loss: 939.9975 - logcount_predictions_loss: 0.7040 430/2081 [=====>........................] - ETA: 22:44 - loss: 958.7204 - logits_profile_predictions_loss: 939.9939 - logcount_predictions_loss: 0.7040 431/2081 [=====>........................] - ETA: 22:43 - loss: 958.7164 - logits_profile_predictions_loss: 939.9899 - logcount_predictions_loss: 0.7040 432/2081 [=====>........................] - ETA: 22:42 - loss: 958.7119 - logits_profile_predictions_loss: 939.9854 - logcount_predictions_loss: 0.7040 433/2081 [=====>........................] - ETA: 22:42 - loss: 958.7077 - logits_profile_predictions_loss: 939.9812 - logcount_predictions_loss: 0.7040 434/2081 [=====>........................] - ETA: 22:41 - loss: 958.7040 - logits_profile_predictions_loss: 939.9775 - logcount_predictions_loss: 0.7040 435/2081 [=====>........................] - ETA: 22:40 - loss: 958.7006 - 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[=====>........................] - ETA: 22:34 - loss: 958.6821 - logits_profile_predictions_loss: 939.9550 - logcount_predictions_loss: 0.7040 443/2081 [=====>........................] - ETA: 22:33 - loss: 958.6797 - logits_profile_predictions_loss: 939.9525 - logcount_predictions_loss: 0.7040 444/2081 [=====>........................] - ETA: 22:32 - loss: 958.6775 - logits_profile_predictions_loss: 939.9501 - logcount_predictions_loss: 0.7040 445/2081 [=====>........................] - ETA: 22:32 - loss: 958.6749 - logits_profile_predictions_loss: 939.9474 - logcount_predictions_loss: 0.7040 446/2081 [=====>........................] - ETA: 22:31 - loss: 958.6719 - logits_profile_predictions_loss: 939.9442 - logcount_predictions_loss: 0.7040 447/2081 [=====>........................] - ETA: 22:30 - loss: 958.6686 - logits_profile_predictions_loss: 939.9407 - logcount_predictions_loss: 0.7041 448/2081 [=====>........................] - ETA: 22:29 - loss: 958.6653 - 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[=====>........................] - ETA: 22:23 - loss: 958.6359 - logits_profile_predictions_loss: 939.9060 - logcount_predictions_loss: 0.7041 456/2081 [=====>........................] - ETA: 22:23 - loss: 958.6325 - logits_profile_predictions_loss: 939.9023 - logcount_predictions_loss: 0.7041 457/2081 [=====>........................] - ETA: 22:22 - loss: 958.6288 - logits_profile_predictions_loss: 939.8984 - logcount_predictions_loss: 0.7041 458/2081 [=====>........................] - ETA: 22:21 - loss: 958.6243 - logits_profile_predictions_loss: 939.8937 - logcount_predictions_loss: 0.7042 459/2081 [=====>........................] - ETA: 22:20 - loss: 958.6195 - logits_profile_predictions_loss: 939.8887 - logcount_predictions_loss: 0.7042 460/2081 [=====>........................] - ETA: 22:19 - loss: 958.6142 - logits_profile_predictions_loss: 939.8831 - logcount_predictions_loss: 0.7042 461/2081 [=====>........................] - ETA: 22:18 - loss: 958.6083 - 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940.6760 - logcount_predictions_loss: 0.7050 2074/2081 [============================>.] - ETA: 5s - loss: 959.4298 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2075/2081 [============================>.] - ETA: 4s - loss: 959.4297 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2076/2081 [============================>.] - ETA: 4s - loss: 959.4297 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2077/2081 [============================>.] - ETA: 3s - loss: 959.4297 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2078/2081 [============================>.] - ETA: 2s - loss: 959.4296 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2079/2081 [============================>.] - ETA: 1s - loss: 959.4296 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2080/2081 [============================>.] - ETA: 0s - loss: 959.4296 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2081/2081 [==============================] - ETA: 0s - loss: 959.4295 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2081/2081 [==============================] - 1781s 856ms/step - loss: 959.4295 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 - val_loss: 1073.2626 - val_logits_profile_predictions_loss: 1049.4778 - val_logcount_predictions_loss: 0.8942 + +Epoch 00013: val_loss did not improve from 1070.43677 +Restoring model weights from the end of the best epoch. +Epoch 00013: early stopping +save model +save model without bias +2022-02-19_09-56-14: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(36588, 10) +loading nonpeaks... +got split:test for bed regions:(36588, 10) +0/286 +100/286 +200/286 +2022-02-19_10-05-05: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(36588, 10) +loading nonpeaks... +got split:test for bed regions:(36588, 10) +0/286 +100/286 +200/286 +2022-02-19_10-13-19: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//bias \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(36588, 10) +loading nonpeaks... +got split:test for bed regions:(36588, 10) +0/286 +100/286 +200/286 +2022-02-19_10-16-32: mkdir chrombppnet_model_encsr283tme_bias//footprints +2022-02-19_10-16-32: python /scratch/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g reference/hg38.genome.fa \ + -r chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o chrombppnet_model_encsr283tme_bias//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/35 [..............................] - ETA: 5:00 3/35 [=>............................] - ETA: 40s  4/35 [==>...........................] - ETA: 51s 5/35 [===>..........................] - ETA: 56s 6/35 [====>.........................] - ETA: 57s 7/35 [=====>........................] - ETA: 58s 8/35 [=====>........................] - ETA: 57s 9/35 [======>.......................] - ETA: 56s 10/35 [=======>......................] - ETA: 55s 11/35 [========>.....................] - ETA: 53s 12/35 [=========>....................] - ETA: 52s 13/35 [==========>...................] - ETA: 50s 14/35 [===========>..................] - ETA: 48s 15/35 [===========>..................] - ETA: 46s 16/35 [============>.................] - ETA: 44s 17/35 [=============>................] - ETA: 42s 18/35 [==============>...............] - ETA: 39s 19/35 [===============>..............] - ETA: 37s 20/35 [================>.............] - 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[===================>..........] - ETA: 27s 25/35 [====================>.........] - ETA: 25s 26/35 [=====================>........] - ETA: 22s 27/35 [======================>.......] - ETA: 20s 28/35 [=======================>......] - ETA: 17s 29/35 [=======================>......] - ETA: 15s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 10s 32/35 [==========================>...] - ETA: 7s  33/35 [===========================>..] - ETA: 5s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 86s 3s/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/35 [..............................] - ETA: 1s 2/35 [>.............................] - ETA: 1:21 3/35 [=>............................] - ETA: 1:19 4/35 [==>...........................] - ETA: 1:17 5/35 [===>..........................] - ETA: 1:14 6/35 [====>.........................] - ETA: 1:12 7/35 [=====>........................] - ETA: 1:09 8/35 [=====>........................] - ETA: 1:07 9/35 [======>.......................] - ETA: 1:04 10/35 [=======>......................] - ETA: 1:02 11/35 [========>.....................] - ETA: 59s  12/35 [=========>....................] - ETA: 57s 13/35 [==========>...................] - ETA: 54s 14/35 [===========>..................] - ETA: 52s 15/35 [===========>..................] - ETA: 49s 16/35 [============>.................] - ETA: 47s 17/35 [=============>................] - ETA: 44s 18/35 [==============>...............] - ETA: 42s 19/35 [===============>..............] - ETA: 39s 20/35 [================>.............] - ETA: 37s 21/35 [=================>............] - ETA: 34s 22/35 [=================>............] - ETA: 32s 23/35 [==================>...........] - ETA: 29s 24/35 [===================>..........] - ETA: 27s 25/35 [====================>.........] - ETA: 24s 26/35 [=====================>........] - ETA: 22s 27/35 [======================>.......] - ETA: 20s 28/35 [=======================>......] - ETA: 17s 29/35 [=======================>......] - ETA: 15s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 10s 32/35 [==========================>...] - ETA: 7s  33/35 [===========================>..] - ETA: 5s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 86s 3s/step + 1/35 [..............................] - ETA: 16s 2/35 [>.............................] - ETA: 1:22 3/35 [=>............................] - ETA: 1:20 4/35 [==>...........................] - ETA: 1:17 5/35 [===>..........................] - ETA: 1:15 6/35 [====>.........................] - ETA: 1:12 7/35 [=====>........................] - ETA: 1:10 8/35 [=====>........................] - ETA: 1:07 9/35 [======>.......................] - ETA: 1:05 10/35 [=======>......................] - ETA: 1:02 11/35 [========>.....................] - ETA: 1:00 12/35 [=========>....................] - ETA: 57s  13/35 [==========>...................] - ETA: 55s 14/35 [===========>..................] - ETA: 52s 15/35 [===========>..................] - ETA: 50s 16/35 [============>.................] - ETA: 47s 17/35 [=============>................] - ETA: 45s 18/35 [==============>...............] - ETA: 42s 19/35 [===============>..............] - ETA: 40s 20/35 [================>.............] - ETA: 37s 21/35 [=================>............] - ETA: 35s 22/35 [=================>............] - ETA: 32s 23/35 [==================>...........] - ETA: 30s 24/35 [===================>..........] - ETA: 27s 25/35 [====================>.........] - ETA: 25s 26/35 [=====================>........] - ETA: 22s 27/35 [======================>.......] - ETA: 20s 28/35 [=======================>......] - ETA: 17s 29/35 [=======================>......] - ETA: 15s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 10s 32/35 [==========================>...] - ETA: 7s  33/35 [===========================>..] - ETA: 5s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 87s 3s/step +Saving marginal footprints +2022-02-19_10-22-46: mkdir chrombppnet_model_encsr283tme_bias//footprints +2022-02-19_10-22-46: python /scratch/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g reference/hg38.genome.fa \ + -r chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o chrombppnet_model_encsr283tme_bias//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/35 [..............................] - ETA: 1:43 3/35 [=>............................] - ETA: 3s  4/35 [==>...........................] - ETA: 4s 5/35 [===>..........................] - ETA: 5s 6/35 [====>.........................] - ETA: 5s 7/35 [=====>........................] - ETA: 5s 8/35 [=====>........................] - ETA: 5s 9/35 [======>.......................] - ETA: 5s 10/35 [=======>......................] - ETA: 5s 11/35 [========>.....................] - ETA: 4s 12/35 [=========>....................] - ETA: 4s 13/35 [==========>...................] - ETA: 4s 14/35 [===========>..................] - ETA: 4s 15/35 [===========>..................] - ETA: 4s 16/35 [============>.................] - ETA: 4s 17/35 [=============>................] - ETA: 3s 18/35 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[>.............................] - ETA: 7s 3/35 [=>............................] - ETA: 7s 4/35 [==>...........................] - ETA: 7s 5/35 [===>..........................] - ETA: 6s 6/35 [====>.........................] - ETA: 6s 7/35 [=====>........................] - ETA: 6s 8/35 [=====>........................] - ETA: 6s 9/35 [======>.......................] - ETA: 5s 10/35 [=======>......................] - ETA: 5s 11/35 [========>.....................] - ETA: 5s 12/35 [=========>....................] - ETA: 5s 13/35 [==========>...................] - ETA: 5s 14/35 [===========>..................] - ETA: 4s 15/35 [===========>..................] - ETA: 4s 16/35 [============>.................] - ETA: 4s 17/35 [=============>................] - ETA: 4s 18/35 [==============>...............] - ETA: 3s 19/35 [===============>..............] - ETA: 3s 20/35 [================>.............] - ETA: 3s 21/35 [=================>............] - ETA: 3s 22/35 [=================>............] - ETA: 2s 23/35 [==================>...........] - ETA: 2s 24/35 [===================>..........] - ETA: 2s 25/35 [====================>.........] - ETA: 2s 26/35 [=====================>........] - ETA: 2s 27/35 [======================>.......] - ETA: 1s 28/35 [=======================>......] - ETA: 1s 29/35 [=======================>......] - ETA: 1s 30/35 [========================>.....] - ETA: 1s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 8s 233ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/35 [..............................] - ETA: 2s 2/35 [>.............................] - ETA: 10s 3/35 [=>............................] - ETA: 8s  4/35 [==>...........................] - ETA: 7s 5/35 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"/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.batch_loss.tsv b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a27de64c529ca221a35896969a278eeadb6713e6 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.batch_loss.tsv @@ -0,0 +1,36343 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 5.992698669433594 1768.8487548828125 1608.244384765625 None None None +0 1 33.553871154785156 2327.33056640625 1428.0867919921875 None None None +0 2 24.00872039794922 2030.931640625 1387.4979248046875 None None None +0 3 19.298585891723633 1950.275390625 1433.0732421875 None None None +0 4 16.413326263427734 1827.449951171875 1387.5728759765625 None None None +0 5 14.4456205368042 1726.86083984375 1339.71826171875 None None None +0 6 13.262580871582031 1741.8902587890625 1386.4530029296875 None None None +0 7 12.297293663024902 1720.1173095703125 1390.5498046875 None None None +0 8 11.517719268798828 1682.4261474609375 1373.7513427734375 None None None +0 9 10.890368461608887 1661.313232421875 1369.451416015625 None None None +0 10 10.48240852355957 1671.6895751953125 1390.7611083984375 None None None +0 11 10.124741554260254 1684.9078369140625 1413.5648193359375 None None None +0 12 9.735045433044434 1664.10302734375 1403.203857421875 None None None +0 13 9.443982124328613 1658.8072509765625 1405.7083740234375 None None None +0 14 9.15735149383545 1646.6798095703125 1401.2628173828125 None None None +0 15 8.98452091217041 1656.199462890625 1415.414306640625 None None None +0 16 8.838492393493652 1667.2978515625 1430.42626953125 None None None +0 17 8.74740219116211 1681.9649658203125 1447.5345458984375 None None None +0 18 8.582439422607422 1673.385498046875 1443.3759765625 None None None +0 19 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1250.0269775390625 1166.1817626953125 None None None +0 1941 3.1275463104248047 1249.864501953125 1166.0467529296875 None None None +0 1942 3.1264896392822266 1249.6728515625 1165.8834228515625 None None None +0 1943 3.12530779838562 1249.5618896484375 1165.8040771484375 None None None +0 1944 3.1242051124572754 1249.448486328125 1165.72021484375 None None None +0 1945 3.123351573944092 1249.4388427734375 1165.7335205078125 None None None +0 1946 3.122519016265869 1249.423583984375 1165.7406005859375 None None None +0 1947 3.121628522872925 1249.204345703125 1165.5452880859375 None None None +0 1948 3.1204729080200195 1249.029296875 1165.4012451171875 None None None +0 1949 3.119858741760254 1249.1202392578125 1165.5086669921875 None None None +0 1950 3.1188063621520996 1249.0552978515625 1165.471923828125 None None None +0 1951 3.117743968963623 1248.9989013671875 1165.4439697265625 None None None +0 1952 3.1167309284210205 1248.9384765625 1165.4107666015625 None None None +0 1953 3.115734338760376 1249.0574951171875 1165.556396484375 None None None +0 1954 3.1146771907806396 1249.005126953125 1165.5323486328125 None None None +0 1955 3.1137640476226807 1248.9482421875 1165.4998779296875 None None None +0 1956 3.1126084327697754 1248.781494140625 1165.3638916015625 None None None +0 1957 3.111616849899292 1248.625 1165.2340087890625 None None None +0 1958 3.110551118850708 1248.5067138671875 1165.144287109375 None None None +0 1959 3.109567880630493 1248.4925537109375 1165.156494140625 None None None +0 1960 3.1087090969085693 1248.4759521484375 1165.1627197265625 None None None +0 1961 3.1077356338500977 1248.516845703125 1165.2298583984375 None None None +0 1962 3.1067562103271484 1248.4659423828125 1165.2052001953125 None None None +0 1963 3.1058833599090576 1248.40576171875 1165.16845703125 None None None +0 1964 3.105203151702881 1248.344482421875 1165.1253662109375 None None None +0 1965 3.1044557094573975 1248.2052001953125 1165.0062255859375 None None None +0 1966 3.1033334732055664 1248.2423095703125 1165.0731201171875 None None None +0 1967 3.10247540473938 1248.282958984375 1165.1368408203125 None None None +0 1968 3.1015896797180176 1248.26220703125 1165.139892578125 None None None +0 1969 3.1005747318267822 1248.1624755859375 1165.0673828125 None None None +0 1970 3.0996148586273193 1248.0096435546875 1164.9403076171875 None None None +0 1971 3.0986974239349365 1248.0423583984375 1164.9976806640625 None None None +0 1972 3.097764253616333 1248.0848388671875 1165.065185546875 None None None +0 1973 3.096863269805908 1248.0615234375 1165.0660400390625 None None None +0 1974 3.096034049987793 1247.939697265625 1164.9664306640625 None None None +0 1975 3.095132827758789 1247.8499755859375 1164.9007568359375 None None None +0 1976 3.09403920173645 1247.73388671875 1164.8140869140625 None None None +0 1977 3.0932486057281494 1247.7591552734375 1164.8604736328125 None None None +0 1978 3.0923571586608887 1247.7325439453125 1164.857666015625 None None None +0 1979 3.0914182662963867 1247.6995849609375 1164.849853515625 None None None +0 1980 3.0907115936279297 1247.74169921875 1164.9107666015625 None None None +0 1981 3.0898571014404297 1247.70458984375 1164.896484375 None None None +0 1982 3.089094638824463 1247.6761474609375 1164.8885498046875 None None None +0 1983 3.08819317817688 1247.61865234375 1164.8553466796875 None None None +0 1984 3.0871641635894775 1247.5933837890625 1164.857666015625 None None None +0 1985 3.0862162113189697 1247.486572265625 1164.776123046875 None None None +0 1986 3.085062265396118 1247.26025390625 1164.580810546875 None None None +0 1987 3.084214210510254 1247.20166015625 1164.544921875 None None None +0 1988 3.0830841064453125 1247.06005859375 1164.43359375 None None None +0 1989 3.082357168197632 1247.1280517578125 1164.52099609375 None None None +0 1990 3.0813727378845215 1247.0517578125 1164.4710693359375 None None None +0 1991 3.0804402828216553 1246.9813232421875 1164.4256591796875 None None None +0 1992 3.0794384479522705 1246.9549560546875 1164.4261474609375 None None None +0 1993 3.0783932209014893 1246.8812255859375 1164.380615234375 None None None +0 1994 3.0775105953216553 1246.8636474609375 1164.38671875 None None None +0 1995 3.0765581130981445 1246.700927734375 1164.2493896484375 None None None +0 1996 3.075571298599243 1246.5823974609375 1164.1573486328125 None None None +0 1997 3.0747621059417725 1246.5211181640625 1164.1177978515625 None None None +0 1998 3.0736372470855713 1246.34765625 1163.974609375 None None None +0 1999 3.0726892948150635 1246.2086181640625 1163.8609619140625 None None None +0 2000 3.071761131286621 1246.1510009765625 1163.828125 None None None +0 2001 3.0706992149353027 1246.076904296875 1163.782470703125 None None None +0 2002 3.0697853565216064 1245.9688720703125 1163.698974609375 None None None +0 2003 3.0688674449920654 1245.9832763671875 1163.7379150390625 None None None +0 2004 3.0678300857543945 1245.9332275390625 1163.7158203125 None None None +0 2005 3.0668859481811523 1245.9923095703125 1163.8001708984375 None None None +0 2006 3.0658514499664307 1245.8629150390625 1163.698486328125 None None None +0 2007 3.064765691757202 1245.7978515625 1163.6624755859375 None None None +0 2008 3.0638105869293213 1245.887939453125 1163.7781982421875 None None None +0 2009 3.062958240509033 1245.7989501953125 1163.7120361328125 None None None +0 2010 3.062002182006836 1245.8385009765625 1163.777099609375 None None None +0 2011 3.061099052429199 1245.6973876953125 1163.6602783203125 None None None +0 2012 3.060096263885498 1245.764892578125 1163.7545166015625 None None None +0 2013 3.059319496154785 1245.6591796875 1163.6697998046875 None None None +0 2014 3.0584166049957275 1245.5782470703125 1163.6129150390625 None None None +0 2015 3.057427406311035 1245.4979248046875 1163.5592041015625 None None None +0 2016 3.0564911365509033 1245.4713134765625 1163.5577392578125 None None None +0 2017 3.0555427074432373 1245.3353271484375 1163.447021484375 None None None +0 2018 3.05472731590271 1245.2637939453125 1163.3973388671875 None None None +1 0 1.1641557216644287 1188.9774169921875 1157.778076171875 None None None +1 1 1.2330923080444336 1161.2578125 1128.2109375 None None None +1 2 1.1883862018585205 1137.8970947265625 1106.04833984375 None None None +1 3 1.2533526420593262 1184.1341552734375 1150.5443115234375 None None None +1 4 1.1536986827850342 1102.95703125 1072.0379638671875 None None None +1 5 1.1525797843933105 1092.959228515625 1062.0701904296875 None None None +1 6 1.1625934839248657 1109.5335693359375 1078.3760986328125 None None None +1 7 1.1731570959091187 1099.037109375 1067.5965576171875 None None None +1 8 1.153910517692566 1087.82958984375 1056.90478515625 None None None +1 9 1.1603600978851318 1071.2279052734375 1040.1302490234375 None None None +1 10 1.1280146837234497 1060.74951171875 1030.5186767578125 None None None +1 11 1.115230917930603 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1.1031183004379272 1090.937255859375 1061.37353515625 None None None +1 1947 1.1031631231307983 1090.810791015625 1061.2457275390625 None None None +1 1948 1.1034140586853027 1090.917236328125 1061.3453369140625 None None None +1 1949 1.1033580303192139 1090.92626953125 1061.3560791015625 None None None +1 1950 1.1032865047454834 1090.9261474609375 1061.357666015625 None None None +1 1951 1.1034444570541382 1090.9249267578125 1061.3521728515625 None None None +1 1952 1.1033594608306885 1091.02685546875 1061.4564208984375 None None None +1 1953 1.1034387350082397 1091.0767822265625 1061.5042724609375 None None None +1 1954 1.1032720804214478 1090.923583984375 1061.35546875 None None None +1 1955 1.1034679412841797 1091.059326171875 1061.4859619140625 None None None +1 1956 1.103611946105957 1091.198486328125 1061.6212158203125 None None None +1 1957 1.1035399436950684 1091.2142333984375 1061.6387939453125 None None None +1 1958 1.1034706830978394 1091.2047119140625 1061.6312255859375 None None None +1 1959 1.1034471988677979 1091.189208984375 1061.6163330078125 None None None +1 1960 1.1038286685943604 1091.3250732421875 1061.741943359375 None None None +1 1961 1.103848934173584 1091.3076171875 1061.7239990234375 None None None +1 1962 1.1038316488265991 1091.2586669921875 1061.675537109375 None None None +1 1963 1.1038099527359009 1091.3204345703125 1061.73779296875 None None None +1 1964 1.103812575340271 1091.21875 1061.6361083984375 None None None +1 1965 1.1038330793380737 1091.2724609375 1061.689208984375 None None None +1 1966 1.1039704084396362 1091.2679443359375 1061.6810302734375 None None None +1 1967 1.1040196418762207 1091.2918701171875 1061.70361328125 None None None +1 1968 1.1043388843536377 1091.35400390625 1061.7574462890625 None None None +1 1969 1.1043329238891602 1091.3331298828125 1061.7366943359375 None None None +1 1970 1.1042728424072266 1091.3323974609375 1061.7374267578125 None None None +1 1971 1.1044265031814575 1091.348388671875 1061.7493896484375 None None None +1 1972 1.1047818660736084 1091.2169189453125 1061.6083984375 None None None +1 1973 1.104819416999817 1091.1982421875 1061.588623046875 None None None +1 1974 1.104650616645813 1091.1324462890625 1061.52734375 None None None +1 1975 1.1047593355178833 1091.2027587890625 1061.5947265625 None None None +1 1976 1.1048237085342407 1091.2806396484375 1061.6708984375 None None None +1 1977 1.10490083694458 1091.2861328125 1061.67431640625 None None None +1 1978 1.1047139167785645 1091.1087646484375 1061.501953125 None None None +1 1979 1.104878306388855 1091.2076416015625 1061.596435546875 None None None +1 1980 1.1049706935882568 1091.110595703125 1061.4969482421875 None None None +1 1981 1.1049537658691406 1091.197998046875 1061.584716796875 None None None +1 1982 1.1049646139144897 1091.283447265625 1061.669921875 None None None +1 1983 1.1049481630325317 1091.305419921875 1061.6922607421875 None None None +1 1984 1.1048263311386108 1091.2469482421875 1061.6370849609375 None None None +1 1985 1.1047617197036743 1091.201416015625 1061.5933837890625 None None None +1 1986 1.1046595573425293 1091.0977783203125 1061.492431640625 None None None +1 1987 1.104440689086914 1090.9534912109375 1061.35400390625 None None None +1 1988 1.1045230627059937 1091.015380859375 1061.41357421875 None None None +1 1989 1.1046284437179565 1090.99560546875 1061.3909912109375 None None None +1 1990 1.1044502258300781 1090.8775634765625 1061.27783203125 None None None +1 1991 1.104467511177063 1090.8251953125 1061.2249755859375 None None None +1 1992 1.1043784618377686 1090.779296875 1061.181396484375 None None None +1 1993 1.1043297052383423 1090.8267822265625 1061.2301025390625 None None None +1 1994 1.1043657064437866 1090.9083251953125 1061.310791015625 None None None +1 1995 1.1043727397918701 1090.84912109375 1061.2513427734375 None None None +1 1996 1.104203462600708 1090.7684326171875 1061.1751708984375 None None None +1 1997 1.1040353775024414 1090.7197265625 1061.1309814453125 None None None +1 1998 1.1039737462997437 1090.7716064453125 1061.184326171875 None None None +1 1999 1.1039562225341797 1090.810546875 1061.2237548828125 None None None +1 2000 1.1038687229156494 1090.7080078125 1061.1236572265625 None None None +1 2001 1.1039817333221436 1090.695068359375 1061.107666015625 None None None +1 2002 1.1039212942123413 1090.62158203125 1061.0357666015625 None None None +1 2003 1.1037092208862305 1090.576904296875 1060.996826171875 None None None +1 2004 1.103653907775879 1090.630859375 1061.05224609375 None None None +1 2005 1.1037733554840088 1090.6544189453125 1061.0726318359375 None None None +1 2006 1.1036776304244995 1090.7451171875 1061.1658935546875 None None None +1 2007 1.1038427352905273 1090.7359619140625 1061.15234375 None None None +1 2008 1.1039397716522217 1090.6865234375 1061.100341796875 None None None +1 2009 1.1039175987243652 1090.7791748046875 1061.1934814453125 None None None +1 2010 1.1038490533828735 1090.66162109375 1061.0777587890625 None None None +1 2011 1.104038953781128 1090.728271484375 1061.1392822265625 None None None +1 2012 1.1041040420532227 1090.65966796875 1061.06884765625 None None None +1 2013 1.1043188571929932 1090.690673828125 1061.09423828125 None None None +1 2014 1.1043429374694824 1090.713623046875 1061.116455078125 None None None +1 2015 1.104527473449707 1090.765625 1061.1636962890625 None None None +1 2016 1.1045289039611816 1090.68896484375 1061.0867919921875 None None None +1 2017 1.1046082973480225 1090.65234375 1061.0479736328125 None None None +1 2018 1.1045643091201782 1090.6265869140625 1061.0234375 None None None +2 0 1.1312240362167358 1197.4552001953125 1167.138427734375 None None None +2 1 0.9609775543212891 1013.84521484375 988.091064453125 None None None +2 2 0.9336102604866028 1016.9006958007812 991.8799438476562 None None None +2 3 0.9965541958808899 1033.197021484375 1006.4893188476562 None None None +2 4 1.034580111503601 1054.128173828125 1026.4013671875 None None None +2 5 1.073059320449829 1105.0577392578125 1076.2998046875 None None None +2 6 1.0508462190628052 1085.1553955078125 1056.9927978515625 None None None +2 7 1.015058159828186 1057.16162109375 1029.9580078125 None None None +2 8 1.045519471168518 1039.6610107421875 1011.6410522460938 None None None +2 9 1.0384756326675415 1042.137451171875 1014.3062744140625 None None None +2 10 1.0235521793365479 1028.4493408203125 1001.0181274414062 None None None +2 11 1.030911922454834 1035.029541015625 1007.401123046875 None None None +2 12 1.0037883520126343 1025.2779541015625 998.3764038085938 None None None +2 13 1.017927885055542 1021.0159301757812 993.7354125976562 None None None +2 14 1.0548813343048096 1039.95849609375 1011.6876220703125 None None None +2 15 1.0447605848312378 1041.3858642578125 1013.38623046875 None None None +2 16 1.049901008605957 1046.896728515625 1018.75927734375 None None None +2 17 1.0325961112976074 1055.4931640625 1027.819580078125 None None None +2 18 1.0385762453079224 1060.0029296875 1032.1689453125 None None None +2 19 1.0377658605575562 1049.1314697265625 1021.3192138671875 None None None +2 20 1.0588922500610352 1053.3106689453125 1024.9322509765625 None None None +2 21 1.0557401180267334 1057.9520263671875 1029.658203125 None None None +2 22 1.04862380027771 1054.2177734375 1026.1146240234375 None None None +2 23 1.0598938465118408 1056.4788818359375 1028.07373046875 None None None +2 24 1.0758719444274902 1061.447998046875 1032.6146240234375 None None None +2 25 1.0822449922561646 1066.140380859375 1037.13623046875 None None None +2 26 1.0908474922180176 1067.9859619140625 1038.7513427734375 None None None +2 27 1.0915449857711792 1070.575439453125 1041.322021484375 None None None +2 28 1.0957119464874268 1069.22607421875 1039.8609619140625 None None None +2 29 1.0926611423492432 1084.494384765625 1055.2110595703125 None None None +2 30 1.0992761850357056 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1082.0682373046875 1052.7530517578125 None None None +2 44 1.0940492153167725 1079.9105224609375 1050.5899658203125 None None None +2 45 1.0940724611282349 1078.3564453125 1049.0352783203125 None None None +2 46 1.0980719327926636 1076.2742919921875 1046.8460693359375 None None None +2 47 1.1130002737045288 1082.93798828125 1053.1097412109375 None None None +2 48 1.1217952966690063 1085.7598876953125 1055.6959228515625 None None None +2 49 1.1210088729858398 1085.5452880859375 1055.5023193359375 None None None +2 50 1.1161432266235352 1085.525390625 1055.61279296875 None None None +2 51 1.1186093091964722 1082.897705078125 1052.9190673828125 None None None +2 52 1.127374291419983 1082.1060791015625 1051.892578125 None None None +2 53 1.1324692964553833 1084.8616943359375 1054.5115966796875 None None None +2 54 1.1333175897598267 1081.1522216796875 1050.779541015625 None None None +2 55 1.1309558153152466 1080.9105224609375 1050.6011962890625 None None None +2 56 1.1259764432907104 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1801 1.0243690013885498 1062.2158203125 1034.7626953125 None None None +2 1802 1.0242630243301392 1062.1669921875 1034.7166748046875 None None None +2 1803 1.0243395566940308 1062.162109375 1034.709716796875 None None None +2 1804 1.0241303443908691 1062.0743408203125 1034.6275634765625 None None None +2 1805 1.0240342617034912 1062.195068359375 1034.7508544921875 None None None +2 1806 1.0238136053085327 1062.0318603515625 1034.5936279296875 None None None +2 1807 1.0238300561904907 1062.0213623046875 1034.5826416015625 None None None +2 1808 1.0237762928009033 1061.9786376953125 1034.5413818359375 None None None +2 1809 1.0236520767211914 1062.0872802734375 1034.6533203125 None None None +2 1810 1.0236656665802002 1061.997802734375 1034.5635986328125 None None None +2 1811 1.0236032009124756 1062.1466064453125 1034.7139892578125 None None None +2 1812 1.0236412286758423 1062.1785888671875 1034.7449951171875 None None None +2 1813 1.0234873294830322 1062.1414794921875 1034.7119140625 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1.0233945846557617 1062.791015625 1035.36376953125 None None None +2 1853 1.0234440565109253 1062.902587890625 1035.4739990234375 None None None +2 1854 1.0235730409622192 1062.8736572265625 1035.441650390625 None None None +2 1855 1.0234754085540771 1062.876220703125 1035.44677734375 None None None +2 1856 1.023364782333374 1062.915771484375 1035.4893798828125 None None None +2 1857 1.0233550071716309 1062.8353271484375 1035.4091796875 None None None +2 1858 1.0234334468841553 1062.7337646484375 1035.305419921875 None None None +2 1859 1.02345871925354 1062.8358154296875 1035.4068603515625 None None None +2 1860 1.0233930349349976 1062.7525634765625 1035.325439453125 None None None +2 1861 1.0233763456344604 1062.7490234375 1035.3223876953125 None None None +2 1862 1.02324378490448 1062.7021484375 1035.2789306640625 None None None +2 1863 1.0234100818634033 1062.7423095703125 1035.314697265625 None None None +2 1864 1.0235075950622559 1062.888671875 1035.45849609375 None None None +2 1865 1.0235557556152344 1062.9400634765625 1035.508544921875 None None None +2 1866 1.0235488414764404 1063.0264892578125 1035.594970703125 None None None +2 1867 1.0235813856124878 1063.0379638671875 1035.605712890625 None None None +2 1868 1.0235880613327026 1062.896484375 1035.464111328125 None None None +2 1869 1.0236716270446777 1062.9342041015625 1035.49951171875 None None None +2 1870 1.0234800577163696 1062.9107666015625 1035.481201171875 None None None +2 1871 1.0234935283660889 1062.85791015625 1035.427978515625 None None None +2 1872 1.0235651731491089 1062.9505615234375 1035.5186767578125 None None None +2 1873 1.0235384702682495 1062.85546875 1035.42431640625 None None None +2 1874 1.0235445499420166 1062.9232177734375 1035.4918212890625 None None None +2 1875 1.0235991477966309 1062.7779541015625 1035.3450927734375 None None None +2 1876 1.0235153436660767 1062.7529296875 1035.3223876953125 None None None +2 1877 1.0235127210617065 1062.7220458984375 1035.2916259765625 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1.0223298072814941 1062.188720703125 1034.789794921875 None None None +2 1904 1.0223575830459595 1062.212646484375 1034.8131103515625 None None None +2 1905 1.0221740007400513 1062.200927734375 1034.8062744140625 None None None +2 1906 1.0220788717269897 1062.1949462890625 1034.8028564453125 None None None +2 1907 1.0221476554870605 1062.232177734375 1034.8382568359375 None None None +2 1908 1.0221900939941406 1062.3780517578125 1034.98291015625 None None None +2 1909 1.0225088596343994 1062.339599609375 1034.93603515625 None None None +2 1910 1.022464394569397 1062.347900390625 1034.9454345703125 None None None +2 1911 1.0223931074142456 1062.3067626953125 1034.90625 None None None +2 1912 1.0223114490509033 1062.240234375 1034.842041015625 None None None +2 1913 1.0223703384399414 1062.17822265625 1034.7784423828125 None None None +2 1914 1.0224530696868896 1062.1175537109375 1034.7154541015625 None None None +2 1915 1.0225181579589844 1062.081298828125 1034.677490234375 None None None +2 1916 1.0223934650421143 1061.9822998046875 1034.5819091796875 None None None +2 1917 1.0224930047988892 1061.9822998046875 1034.5792236328125 None None None +2 1918 1.0223791599273682 1061.9638671875 1034.5638427734375 None None None +2 1919 1.022405982017517 1061.90625 1034.5054931640625 None None None +2 1920 1.0223468542099 1061.8851318359375 1034.486083984375 None None None +2 1921 1.0224136114120483 1062.0623779296875 1034.6614990234375 None None None +2 1922 1.0226268768310547 1062.076416015625 1034.6697998046875 None None None +2 1923 1.0224374532699585 1062.0230712890625 1034.62158203125 None None None +2 1924 1.022369146347046 1061.927978515625 1034.5283203125 None None None +2 1925 1.02253258228302 1062.033935546875 1034.6297607421875 None None None +2 1926 1.0224286317825317 1062.0947265625 1034.6932373046875 None None None +2 1927 1.0224759578704834 1062.1287841796875 1034.72607421875 None None None +2 1928 1.0223320722579956 1062.187255859375 1034.7884521484375 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1061.2242431640625 1033.8094482421875 None None None +2 1968 1.0228453874588013 1061.2415771484375 1033.8289794921875 None None None +2 1969 1.0227130651474 1061.196044921875 1033.7869873046875 None None None +2 1970 1.0226585865020752 1061.156494140625 1033.7489013671875 None None None +2 1971 1.0226366519927979 1061.17041015625 1033.763427734375 None None None +2 1972 1.022753357887268 1061.09130859375 1033.68115234375 None None None +2 1973 1.0227935314178467 1061.1964111328125 1033.78515625 None None None +2 1974 1.0227696895599365 1061.11181640625 1033.701171875 None None None +2 1975 1.0227018594741821 1061.0567626953125 1033.6480712890625 None None None +2 1976 1.0227584838867188 1061.252685546875 1033.8424072265625 None None None +2 1977 1.0227864980697632 1061.21630859375 1033.8052978515625 None None None +2 1978 1.023023247718811 1061.312255859375 1033.894775390625 None None None +2 1979 1.023158073425293 1061.3189697265625 1033.89794921875 None None None +2 1980 1.0230895280838013 1061.261474609375 1033.8421630859375 None None None +2 1981 1.023207426071167 1061.1033935546875 1033.6810302734375 None None None +2 1982 1.023250937461853 1061.3101806640625 1033.88671875 None None None +2 1983 1.0232322216033936 1061.2889404296875 1033.8658447265625 None None None +2 1984 1.0231796503067017 1061.2760009765625 1033.8544921875 None None None +2 1985 1.0230963230133057 1061.175048828125 1033.7557373046875 None None None +2 1986 1.0231401920318604 1061.1060791015625 1033.685546875 None None None +2 1987 1.0230050086975098 1060.996337890625 1033.5794677734375 None None None +2 1988 1.023240089416504 1060.997314453125 1033.5740966796875 None None None +2 1989 1.0232582092285156 1061.066162109375 1033.6424560546875 None None None +2 1990 1.0233075618743896 1061.0865478515625 1033.66162109375 None None None +2 1991 1.023293137550354 1061.1553955078125 1033.7308349609375 None None None +2 1992 1.0232675075531006 1061.141845703125 1033.7178955078125 None 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1033.4840087890625 None None None +2 2006 1.0234246253967285 1060.9718017578125 1033.5435791015625 None None None +2 2007 1.0233806371688843 1060.9595947265625 1033.5325927734375 None None None +2 2008 1.0234187841415405 1060.9537353515625 1033.5257568359375 None None None +2 2009 1.0233904123306274 1061.064208984375 1033.636962890625 None None None +2 2010 1.0233502388000488 1061.0650634765625 1033.6387939453125 None None None +2 2011 1.0235910415649414 1061.06396484375 1033.631103515625 None None None +2 2012 1.0235108137130737 1061.06640625 1033.6356201171875 None None None +2 2013 1.0234020948410034 1060.9444580078125 1033.5166015625 None None None +2 2014 1.0233867168426514 1060.78173828125 1033.3543701171875 None None None +2 2015 1.0233244895935059 1060.7923583984375 1033.36669921875 None None None +2 2016 1.0235048532485962 1060.71728515625 1033.2867431640625 None None None +2 2017 1.0234794616699219 1060.637939453125 1033.2081298828125 None None None +2 2018 1.023439645767212 1060.807373046875 1033.3787841796875 None None None +3 0 0.7419405579566956 965.470703125 945.586669921875 None None None +3 1 0.9352537393569946 1049.0 1023.9352416992188 None None None +3 2 0.8462350964546204 1129.0682373046875 1106.38916015625 None None None +3 3 0.8695047497749329 1126.4329833984375 1103.1302490234375 None None None +3 4 0.8843218684196472 1127.376220703125 1103.6763916015625 None None None +3 5 0.9282347559928894 1137.7703857421875 1112.8936767578125 None None None +3 6 0.9573040008544922 1123.539794921875 1097.884033203125 None None None +3 7 0.9857560396194458 1139.2513427734375 1112.8330078125 None None None +3 8 0.9852917194366455 1111.110107421875 1084.704345703125 None None None +3 9 1.0244473218917847 1104.0048828125 1076.549560546875 None None None +3 10 1.0152621269226074 1095.2021484375 1067.9930419921875 None None None +3 11 1.0016812086105347 1080.4141845703125 1053.5689697265625 None None None +3 12 0.9938197731971741 1066.2723388671875 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None None None +3 1972 0.9649672508239746 1041.383056640625 1015.52197265625 None None None +3 1973 0.9649174809455872 1041.392333984375 1015.53271484375 None None None +3 1974 0.9649988412857056 1041.40771484375 1015.5459594726562 None None None +3 1975 0.9649363160133362 1041.357666015625 1015.4974975585938 None None None +3 1976 0.9648833870887756 1041.2989501953125 1015.4402465820312 None None None +3 1977 0.9647756814956665 1041.3037109375 1015.4479370117188 None None None +3 1978 0.9647409915924072 1041.3841552734375 1015.5293579101562 None None None +3 1979 0.9648168683052063 1041.4287109375 1015.5718994140625 None None None +3 1980 0.9648427367210388 1041.4764404296875 1015.6189575195312 None None None +3 1981 0.9647819399833679 1041.493408203125 1015.6375732421875 None None None +3 1982 0.9646064043045044 1041.49267578125 1015.6416015625 None None None +3 1983 0.9645326137542725 1041.51806640625 1015.6688842773438 None None None +3 1984 0.9644660353660583 1041.4788818359375 1015.6315307617188 None None None +3 1985 0.9646989703178406 1041.4703369140625 1015.61669921875 None None None +3 1986 0.9648139476776123 1041.49462890625 1015.6380004882812 None None None +3 1987 0.9650964736938477 1041.6783447265625 1015.8141479492188 None None None +3 1988 0.965013861656189 1041.7449951171875 1015.8829956054688 None None None +3 1989 0.9649323225021362 1041.6571044921875 1015.7972412109375 None None None +3 1990 0.9649070501327515 1041.740478515625 1015.88134765625 None None None +3 1991 0.9648957252502441 1041.7154541015625 1015.8566284179688 None None None +3 1992 0.9649437665939331 1041.7908935546875 1015.9308471679688 None None None +3 1993 0.9649729132652283 1041.806640625 1015.9458618164062 None None None +3 1994 0.9650630354881287 1041.7828369140625 1015.9196166992188 None None None +3 1995 0.9648985266685486 1041.67431640625 1015.8154907226562 None None None +3 1996 0.9648833870887756 1041.7447509765625 1015.8862915039062 None None None +3 1997 0.9648903608322144 1041.681640625 1015.822998046875 None None None +3 1998 0.9648576974868774 1041.5159912109375 1015.6582641601562 None None None +3 1999 0.9648837447166443 1041.5435791015625 1015.68505859375 None None None +3 2000 0.9647679924964905 1041.5885009765625 1015.733154296875 None None None +3 2001 0.964721143245697 1041.6346435546875 1015.7806396484375 None None None +3 2002 0.964813232421875 1041.7509765625 1015.89453125 None None None +3 2003 0.9646884202957153 1041.7069091796875 1015.853759765625 None None None +3 2004 0.9648823738098145 1041.6217041015625 1015.7633056640625 None None None +3 2005 0.9652450680732727 1041.656982421875 1015.7888793945312 None None None +3 2006 0.9652069211006165 1041.752685546875 1015.8856201171875 None None None +3 2007 0.965223491191864 1041.7340087890625 1015.8665161132812 None None None +3 2008 0.9654183983802795 1041.813720703125 1015.9409790039062 None None None +3 2009 0.9654759764671326 1041.7288818359375 1015.8546142578125 None 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0.9037646055221558 1066.5750732421875 1042.3541259765625 None None None +4 31 0.9045498967170715 1061.781982421875 1037.5399169921875 None None None +4 32 0.904281735420227 1069.335205078125 1045.100341796875 None None None +4 33 0.9081845283508301 1070.3470458984375 1046.007568359375 None None None +4 34 0.9094167947769165 1069.90283203125 1045.5302734375 None None None +4 35 0.9158399105072021 1071.0648193359375 1046.52001953125 None None None +4 36 0.9173318147659302 1084.4979248046875 1059.9132080078125 None None None +4 37 0.9311328530311584 1083.62841796875 1058.6739501953125 None None None +4 38 0.9284500479698181 1084.0587158203125 1059.176025390625 None None None +4 39 0.9310120344161987 1079.00244140625 1054.0511474609375 None None None +4 40 0.938302755355835 1074.2652587890625 1049.11865234375 None None None +4 41 0.9334204792976379 1075.394775390625 1050.37890625 None None None +4 42 0.9353190660476685 1075.5103759765625 1050.443603515625 None None None +4 43 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1027.1904296875 1002.3878173828125 None None None +4 1949 0.9254814386367798 1027.2000732421875 1002.3971557617188 None None None +4 1950 0.9256385564804077 1027.2962646484375 1002.4890747070312 None None None +4 1951 0.9255250692367554 1027.1558837890625 1002.3517456054688 None None None +4 1952 0.9255080223083496 1027.3587646484375 1002.5549926757812 None None None +4 1953 0.9255495667457581 1027.439453125 1002.6346435546875 None None None +4 1954 0.9254974126815796 1027.472412109375 1002.6688842773438 None None None +4 1955 0.9255754351615906 1027.4278564453125 1002.622314453125 None None None +4 1956 0.9255533814430237 1027.313232421875 1002.50830078125 None None None +4 1957 0.9256435036659241 1027.3046875 1002.4973754882812 None None None +4 1958 0.9255400896072388 1027.20458984375 1002.4000244140625 None None None +4 1959 0.9254395365715027 1027.2171630859375 1002.4153442382812 None None None +4 1960 0.9254609942436218 1027.1734619140625 1002.3710327148438 None None None +4 1961 0.925645649433136 1027.2305908203125 1002.4232788085938 None None None +4 1962 0.9255783557891846 1027.240966796875 1002.4354858398438 None None None +4 1963 0.9255536198616028 1027.15673828125 1002.3518676757812 None None None +4 1964 0.925521731376648 1027.096435546875 1002.2924194335938 None None None +4 1965 0.9255185127258301 1027.2021484375 1002.398193359375 None None None +4 1966 0.9255644679069519 1027.140380859375 1002.3352661132812 None None None +4 1967 0.9256409406661987 1027.1007080078125 1002.29345703125 None None None +4 1968 0.9255616664886475 1027.10888671875 1002.3038330078125 None None None +4 1969 0.9256190061569214 1027.0552978515625 1002.2487182617188 None None None +4 1970 0.925606906414032 1026.991943359375 1002.1856689453125 None None None +4 1971 0.9256308078765869 1027.0118408203125 1002.204833984375 None None None +4 1972 0.9257160425186157 1027.0684814453125 1002.2592163085938 None None None +4 1973 0.925674319267273 1027.069091796875 1002.2609252929688 None None None +4 1974 0.9256488084793091 1027.0333251953125 1002.225830078125 None None None +4 1975 0.9255027770996094 1027.0518798828125 1002.2483520507812 None None None +4 1976 0.925472617149353 1026.9808349609375 1002.1781616210938 None None None +4 1977 0.9253000020980835 1026.9090576171875 1002.1109008789062 None None None +4 1978 0.9254339337348938 1026.9232177734375 1002.1214599609375 None None None +4 1979 0.9253951907157898 1026.9095458984375 1002.1088256835938 None None None +4 1980 0.9255489110946655 1026.998046875 1002.1932373046875 None None None +4 1981 0.9254859685897827 1027.0093994140625 1002.2061767578125 None None None +4 1982 0.9256147742271423 1027.0552978515625 1002.2486572265625 None None None +4 1983 0.925495445728302 1027.0054931640625 1002.2020874023438 None None None +4 1984 0.9253986477851868 1027.0343017578125 1002.2334594726562 None None None +4 1985 0.9253332614898682 1027.00634765625 1002.207275390625 None None None +4 1986 0.9255155920982361 1027.0521240234375 1002.2482299804688 None None None +4 1987 0.9256262183189392 1027.022216796875 1002.2153930664062 None None None +4 1988 0.9256222248077393 1027.082763671875 1002.276123046875 None None None +4 1989 0.9255191683769226 1027.0655517578125 1002.2615966796875 None None None +4 1990 0.9254412651062012 1026.924072265625 1002.1221313476562 None None None +4 1991 0.9254212975502014 1026.88916015625 1002.0877685546875 None None None +4 1992 0.9255475997924805 1026.8837890625 1002.0790405273438 None None None +4 1993 0.9256587028503418 1026.8458251953125 1002.0381469726562 None None None +4 1994 0.9255777597427368 1026.801025390625 1001.9954833984375 None None None +4 1995 0.9254873991012573 1026.782470703125 1001.9794311523438 None None None +4 1996 0.9253395795822144 1026.7379150390625 1001.9388427734375 None None None +4 1997 0.9252630472183228 1026.7667236328125 1001.9697265625 None None None +4 1998 0.9251265525817871 1026.8966064453125 1002.103271484375 None None None +4 1999 0.9251399636268616 1026.8509521484375 1002.0573120117188 None None None +4 2000 0.9249634742736816 1026.823486328125 1002.034423828125 None None None +4 2001 0.9250165224075317 1026.780029296875 1001.9896240234375 None None None +4 2002 0.9249006509780884 1026.760986328125 1001.9736328125 None None None +4 2003 0.9247637987136841 1026.627197265625 1001.843505859375 None None None +4 2004 0.9248731136322021 1026.704345703125 1001.917724609375 None None None +4 2005 0.9248648285865784 1026.6246337890625 1001.8383178710938 None None None +4 2006 0.9248800277709961 1026.63330078125 1001.8464965820312 None None None +4 2007 0.9249216914176941 1026.5394287109375 1001.7515258789062 None None None +4 2008 0.9249275922775269 1026.6300048828125 1001.8419799804688 None None None +4 2009 0.9249761700630188 1026.6923828125 1001.9030151367188 None None None +4 2010 0.9249332547187805 1026.703369140625 1001.9152221679688 None None None +4 2011 0.9250808358192444 1026.685546875 1001.8934936523438 None None None +4 2012 0.9250568151473999 1026.6484375 1001.8569946289062 None None None +4 2013 0.9250996112823486 1026.6390380859375 1001.8464965820312 None None None +4 2014 0.9250279068946838 1026.6427001953125 1001.8519897460938 None None None +4 2015 0.924984872341156 1026.6148681640625 1001.8253784179688 None None None +4 2016 0.925012469291687 1026.4998779296875 1001.7096557617188 None None None +4 2017 0.9250385761260986 1026.524169921875 1001.7332153320312 None None None +4 2018 0.9249587059020996 1026.4638671875 1001.675048828125 None None None +5 0 0.7058725357055664 718.53369140625 699.6163330078125 None None None +5 1 0.7524135112762451 896.3456420898438 876.1809692382812 None None None +5 2 0.8117751479148865 949.1017456054688 927.34619140625 None None None +5 3 0.7790746092796326 998.4605102539062 977.581298828125 None None None +5 4 0.8402189016342163 1008.0972900390625 985.5794067382812 None None None +5 5 0.8322235941886902 1037.7808837890625 1015.4773559570312 None 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974.1932373046875 None None None +5 46 0.8722425699234009 994.0650634765625 970.6888427734375 None None None +5 47 0.8673994541168213 997.4666137695312 974.22021484375 None None None +5 48 0.8696547150611877 999.0061645507812 975.6992797851562 None None None +5 49 0.8685658574104309 999.150634765625 975.8729858398438 None None None +5 50 0.8684760332107544 994.557373046875 971.2821044921875 None None None +5 51 0.8675632476806641 992.8667602539062 969.6159057617188 None None None +5 52 0.8700259327888489 993.7229614257812 970.4061279296875 None None None +5 53 0.8709694147109985 992.20166015625 968.8595581054688 None None None +5 54 0.8752171397209167 994.7655639648438 971.3096923828125 None None None +5 55 0.8764901757240295 996.9129638671875 973.4230346679688 None None None +5 56 0.8893563151359558 998.3978271484375 974.5631103515625 None None None +5 57 0.887450635433197 995.8934936523438 972.1097412109375 None None None +5 58 0.8867315649986267 997.6480712890625 973.8836059570312 None None None +5 59 0.8872815370559692 1000.0216674804688 976.2424926757812 None None None +5 60 0.8818042874336243 997.2363891601562 973.60400390625 None None None +5 61 0.8897332549095154 1000.732421875 976.887451171875 None None None +5 62 0.8898788094520569 999.8284301757812 975.9796142578125 None None None +5 63 0.8904228806495667 998.6090698242188 974.7456665039062 None None None +5 64 0.8930941820144653 997.2975463867188 973.3626098632812 None None None +5 65 0.8957512974739075 998.7272338867188 974.7211303710938 None None None +5 66 0.8909713625907898 995.7201538085938 971.8421020507812 None None None +5 67 0.8912004232406616 997.9718627929688 974.0875854492188 None None None +5 68 0.8965408802032471 999.2744750976562 975.2470703125 None None None +5 69 0.8956032395362854 1001.46435546875 977.462158203125 None None None +5 70 0.8923524022102356 1002.5453491210938 978.6302490234375 None None None +5 71 0.8892720341682434 1001.21484375 977.3822021484375 None None None +5 72 0.8920195698738098 997.8629760742188 973.9567260742188 None None None +5 73 0.8897165060043335 1000.1318359375 976.2872924804688 None None None +5 74 0.8893342614173889 999.3744506835938 975.5401000976562 None None None +5 75 0.8903124928474426 1000.543701171875 976.6831665039062 None None None +5 76 0.8981099128723145 1004.3401489257812 980.2706298828125 None None None +5 77 0.8971412777900696 1006.9984130859375 982.9548950195312 None None None +5 78 0.8980482220649719 1009.3814086914062 985.3135986328125 None None None +5 79 0.8978170156478882 1007.96142578125 983.8998413085938 None None None +5 80 0.8955749869346619 1008.8453369140625 984.8438110351562 None None None +5 81 0.8927745223045349 1007.8129272460938 983.8864135742188 None None None +5 82 0.8895978331565857 1006.240234375 982.3988037109375 None None None +5 83 0.8896116614341736 1005.7589111328125 981.9171752929688 None None None +5 84 0.8892521858215332 1009.1401977539062 985.30810546875 None None None +5 85 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0.8930392861366272 1008.2726440429688 984.3390502929688 None None None +5 99 0.892680823802948 1005.9854125976562 982.0613403320312 None None None +5 100 0.8952082991600037 1007.5592651367188 983.5674438476562 None None None +5 101 0.9001191258430481 1008.1636352539062 984.0402221679688 None None None +5 102 0.8979270458221436 1007.489990234375 983.4253540039062 None None None +5 103 0.9003919959068298 1007.5139770507812 983.3832397460938 None None None +5 104 0.9020344614982605 1006.4338989257812 982.2591552734375 None None None +5 105 0.9040853977203369 1007.8751831054688 983.6454467773438 None None None +5 106 0.9044673442840576 1010.765625 986.525634765625 None None None +5 107 0.9038901329040527 1009.9653930664062 985.7409057617188 None None None +5 108 0.9041071534156799 1010.5067138671875 986.2763671875 None None None +5 109 0.9041343927383423 1010.0658569335938 985.8348388671875 None None None +5 110 0.9026623368263245 1009.8528442382812 985.6613159179688 None None None +5 111 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1018.37646484375 994.7269287109375 None None None +5 1915 0.882408618927002 1018.3616943359375 994.7132568359375 None None None +5 1916 0.8824748992919922 1018.2935791015625 994.6433715820312 None None None +5 1917 0.882402241230011 1018.19091796875 994.5426635742188 None None None +5 1918 0.8824580907821655 1018.1689453125 994.5191650390625 None None None +5 1919 0.8824622631072998 1018.0807495117188 994.430908203125 None None None +5 1920 0.882440984249115 1018.0615844726562 994.412353515625 None None None +5 1921 0.8823207020759583 1018.0294799804688 994.3834228515625 None None None +5 1922 0.882222592830658 1017.9332885742188 994.289794921875 None None None +5 1923 0.8821558356285095 1017.9104614257812 994.268798828125 None None None +5 1924 0.8820703625679016 1017.8358154296875 994.1964721679688 None None None +5 1925 0.8819860219955444 1017.8847045898438 994.2476196289062 None None None +5 1926 0.8821729421615601 1017.9924926757812 994.3504638671875 None None None +5 1927 0.8821399211883545 1017.9099731445312 994.268798828125 None None None +5 1928 0.882067084312439 1017.8977661132812 994.258544921875 None None None +5 1929 0.8821794390678406 1017.8137817382812 994.1715087890625 None None None +5 1930 0.8821374177932739 1017.86083984375 994.2197265625 None None None +5 1931 0.8820760250091553 1017.6970825195312 994.0576171875 None None None +5 1932 0.882030189037323 1017.7127075195312 994.074462890625 None None None +5 1933 0.8821331262588501 1017.7020263671875 994.0609741210938 None None None +5 1934 0.8821742534637451 1017.6939086914062 994.0517578125 None None None +5 1935 0.8820695877075195 1017.790771484375 994.1514282226562 None None None +5 1936 0.881998598575592 1017.750244140625 994.11279296875 None None None +5 1937 0.8818255662918091 1017.7507934570312 994.117919921875 None None None +5 1938 0.8820482492446899 1017.639892578125 994.0010375976562 None None None +5 1939 0.8820563554763794 1017.6492919921875 994.0101928710938 None None None +5 1940 0.8820427656173706 1017.6597290039062 994.0210571289062 None None None +5 1941 0.8820324540138245 1017.6690673828125 994.0305786132812 None None None +5 1942 0.8820342421531677 1017.6368408203125 993.9983520507812 None None None +5 1943 0.8821465373039246 1017.6434936523438 994.001953125 None None None +5 1944 0.8822084665298462 1017.7046508789062 994.0615234375 None None None +5 1945 0.8821626305580139 1017.706787109375 994.0648803710938 None None None +5 1946 0.8820297122001648 1017.6661376953125 994.02783203125 None None None +5 1947 0.8819242119789124 1017.7366943359375 994.1012573242188 None None None +5 1948 0.8821695446968079 1017.7392578125 994.0972290039062 None None None +5 1949 0.8822521567344666 1017.7174682617188 994.0732421875 None None None +5 1950 0.8824298977851868 1017.6905517578125 994.0415649414062 None None None +5 1951 0.8824363946914673 1017.7590942382812 994.1099243164062 None None None +5 1952 0.8823460936546326 1017.6564331054688 994.0096435546875 None None None +5 1953 0.8824060559272766 1017.6458129882812 993.9974365234375 None None None +5 1954 0.8823636770248413 1017.5753173828125 993.9280395507812 None None None +5 1955 0.8822974562644958 1017.5398559570312 993.8943481445312 None None None +5 1956 0.882348358631134 1017.6343994140625 993.9874877929688 None None None +5 1957 0.8823775053024292 1017.63916015625 993.991455078125 None None None +5 1958 0.8823431730270386 1017.57861328125 993.931884765625 None None None +5 1959 0.8823961615562439 1017.5236206054688 993.87548828125 None None None +5 1960 0.8823347091674805 1017.427734375 993.78125 None None None +5 1961 0.8822525143623352 1017.337890625 993.693603515625 None None None +5 1962 0.8824504017829895 1017.3263549804688 993.6768188476562 None None None +5 1963 0.8823341727256775 1017.2300415039062 993.5836181640625 None None None +5 1964 0.8823978900909424 1017.2676391601562 993.6195068359375 None None None +5 1965 0.8822854161262512 1017.358642578125 993.7135620117188 None None None +5 1966 0.8821492791175842 1017.2999267578125 993.658447265625 None None None +5 1967 0.8822591304779053 1017.2945556640625 993.6502075195312 None None None +5 1968 0.8823369145393372 1017.3761596679688 993.729736328125 None None None +5 1969 0.8822014927864075 1017.26806640625 993.625244140625 None None None +5 1970 0.882135808467865 1017.2386474609375 993.59765625 None None None +5 1971 0.8821548819541931 1017.2349853515625 993.5933837890625 None None None +5 1972 0.8820617198944092 1017.3563232421875 993.71728515625 None None None +5 1973 0.8820720314979553 1017.4347534179688 993.79541015625 None None None +5 1974 0.8822222948074341 1017.39306640625 993.7496948242188 None None None +5 1975 0.8821536302566528 1017.3956298828125 993.754150390625 None None None +5 1976 0.8821671009063721 1017.410400390625 993.7685546875 None None None +5 1977 0.8821467161178589 1017.4385375976562 993.7971801757812 None None None +5 1978 0.8821002840995789 1017.4921875 993.85205078125 None None None +5 1979 0.8820311427116394 1017.4197387695312 993.7814331054688 None None None +5 1980 0.8821520209312439 1017.3168334960938 993.6752319335938 None None None +5 1981 0.8820497989654541 1017.296142578125 993.6572875976562 None None None +5 1982 0.8819547295570374 1017.2777709960938 993.6414794921875 None None None +5 1983 0.8818321824073792 1017.1978759765625 993.5648803710938 None None None +5 1984 0.8817645907402039 1017.1065063476562 993.475341796875 None None None +5 1985 0.8817573189735413 1017.0909423828125 993.4600219726562 None None None +5 1986 0.8818115592002869 1016.9838256835938 993.3514404296875 None None None +5 1987 0.8817629218101501 1017.0582885742188 993.4271850585938 None None None +5 1988 0.8816956877708435 1017.1412353515625 993.511962890625 None None None +5 1989 0.8816269040107727 1017.2197875976562 993.5923461914062 None None None +5 1990 0.8816605806350708 1017.2300415039062 993.6017456054688 None None None +5 1991 0.8817509412765503 1017.144775390625 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1017.073486328125 993.43701171875 None None None +5 2005 0.8820462226867676 1017.1670532226562 993.5283813476562 None None None +5 2006 0.8821225762367249 1017.1826782226562 993.5419311523438 None None None +5 2007 0.8820217847824097 1017.1611328125 993.5230712890625 None None None +5 2008 0.8820168375968933 1017.2037353515625 993.5657958984375 None None None +5 2009 0.8820868134498596 1017.28759765625 993.6477661132812 None None None +5 2010 0.8820667862892151 1017.36083984375 993.7216186523438 None None None +5 2011 0.8821758031845093 1017.3683471679688 993.7262573242188 None None None +5 2012 0.8820896744728088 1017.4444580078125 993.8046264648438 None None None +5 2013 0.8821499347686768 1017.4653930664062 993.823974609375 None None None +5 2014 0.8821331262588501 1017.4718017578125 993.830810546875 None None None +5 2015 0.8822206258773804 1017.5306396484375 993.8873291015625 None None None +5 2016 0.882319450378418 1017.5777587890625 993.9318237304688 None None None +5 2017 0.882212221622467 1017.5615844726562 993.9185180664062 None None None +5 2018 0.8821731805801392 1017.5800170898438 993.93798828125 None None None +6 0 1.0707212686538696 1390.3291015625 1361.6337890625 None None None +6 1 0.8340550661087036 1170.9647216796875 1148.612060546875 None None None +6 2 0.7827883362770081 1134.3797607421875 1113.4010009765625 None None None +6 3 0.7514235377311707 1068.344482421875 1048.2061767578125 None None None +6 4 0.8117243647575378 1032.1700439453125 1010.4157104492188 None None None +6 5 0.7970513105392456 1053.01953125 1031.6585693359375 None None None +6 6 0.7894431948661804 1031.5269775390625 1010.369873046875 None None None +6 7 0.7941752076148987 1014.7010498046875 993.4171142578125 None None None +6 8 0.803144097328186 1008.2430419921875 986.71875 None None None +6 9 0.8065589070320129 1002.400390625 980.7846069335938 None None None +6 10 0.8027045726776123 1000.5972290039062 979.0847778320312 None None None +6 11 0.8210827112197876 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944.9174194335938 None None None +6 25 0.8563253283500671 965.144775390625 942.1951904296875 None None None +6 26 0.8507344722747803 957.7871704101562 934.9874267578125 None None None +6 27 0.8411661982536316 960.1807250976562 937.637451171875 None None None +6 28 0.8395698666572571 965.0680541992188 942.5675659179688 None None None +6 29 0.8496829867362976 969.8284301757812 947.056884765625 None None None +6 30 0.8513936400413513 976.7120971679688 953.8947143554688 None None None +6 31 0.8545595407485962 974.5643310546875 951.6621704101562 None None None +6 32 0.8564691543579102 979.4684448242188 956.5150756835938 None None None +6 33 0.8549689054489136 975.5360107421875 952.6227416992188 None None None +6 34 0.8547563552856445 973.7033081054688 950.7957763671875 None None None +6 35 0.8573240637779236 974.2533569335938 951.2770385742188 None None None +6 36 0.8636090755462646 979.10205078125 955.9573364257812 None None None +6 37 0.8648588061332703 985.0904541015625 961.9121704101562 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None +7 1926 0.8350588083267212 996.0460815429688 973.6658325195312 None None None +7 1927 0.8351005911827087 996.0184936523438 973.6370849609375 None None None +7 1928 0.8351872563362122 995.9483032226562 973.5645751953125 None None None +7 1929 0.8351699709892273 995.8905029296875 973.5072021484375 None None None +7 1930 0.8351102471351624 995.8630981445312 973.4813842773438 None None None +7 1931 0.8351065516471863 995.8177490234375 973.4360961914062 None None None +7 1932 0.8352290391921997 995.9020385742188 973.51708984375 None None None +7 1933 0.8351981043815613 995.7926025390625 973.4085083007812 None None None +7 1934 0.8350115418434143 995.6271362304688 973.2481079101562 None None None +7 1935 0.8350654244422913 995.6657104492188 973.2852783203125 None None None +7 1936 0.8350983262062073 995.6005859375 973.21923828125 None None None +7 1937 0.8350591659545898 995.633544921875 973.2532348632812 None None None +7 1938 0.8349153995513916 995.6017456054688 973.2252807617188 None 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None +8 1798 0.799281656742096 989.042724609375 967.6216430664062 None None None +8 1799 0.7992863655090332 989.0620727539062 967.640869140625 None None None +8 1800 0.7993369102478027 989.1441650390625 967.7216796875 None None None +8 1801 0.7993354201316833 989.1114501953125 967.68896484375 None None None +8 1802 0.7992517948150635 989.043701171875 967.6234741210938 None None None +8 1803 0.7992491126060486 988.9423828125 967.522216796875 None None None +8 1804 0.799134373664856 988.8894653320312 967.472412109375 None None None +8 1805 0.799156665802002 988.8827514648438 967.465087890625 None None None +8 1806 0.7992428541183472 988.951171875 967.53125 None None None +8 1807 0.7991310954093933 988.9446411132812 967.5277099609375 None None None +8 1808 0.7990788221359253 988.9591674804688 967.5436401367188 None None None +8 1809 0.7990580797195435 989.0639038085938 967.6489868164062 None None None +8 1810 0.7989979386329651 989.1381225585938 967.724853515625 None None None +8 1811 0.7989175319671631 989.0671997070312 967.6561279296875 None None None +8 1812 0.7989597320556641 989.077880859375 967.6655883789062 None None None +8 1813 0.7989729046821594 989.0025024414062 967.5899047851562 None None None +8 1814 0.7989815473556519 989.0319213867188 967.6190795898438 None None None +8 1815 0.7989311814308167 989.1443481445312 967.7328491210938 None None None +8 1816 0.798824667930603 989.11279296875 967.7041015625 None None None +8 1817 0.7986980080604553 989.1538696289062 967.7485961914062 None None None +8 1818 0.7985618710517883 989.2017822265625 967.8001708984375 None None None +8 1819 0.7986019849777222 989.1715698242188 967.7688598632812 None None None +8 1820 0.7986295223236084 989.1054077148438 967.7019653320312 None None None +8 1821 0.7987015843391418 989.0852661132812 967.679931640625 None None None +8 1822 0.7986799478530884 989.1754150390625 967.7706298828125 None None None +8 1823 0.7985959053039551 989.0690307617188 967.66650390625 None None None +8 1824 0.7985253930091858 989.0138549804688 967.61328125 None None None +8 1825 0.7987417578697205 988.9708251953125 967.564453125 None None None +8 1826 0.7988631725311279 989.037353515625 967.6277465820312 None None None +8 1827 0.7989336252212524 988.9972534179688 967.5857543945312 None None None +8 1828 0.7988483905792236 988.9708862304688 967.5616455078125 None None None +8 1829 0.7987276315689087 988.9956665039062 967.589599609375 None None None +8 1830 0.7986841797828674 989.0328369140625 967.6279907226562 None None None +8 1831 0.7987849712371826 989.0497436523438 967.6422119140625 None None None +8 1832 0.7988486886024475 988.9991455078125 967.58984375 None None None +8 1833 0.7986879944801331 989.0054931640625 967.6005249023438 None None None +8 1834 0.798733115196228 989.0514526367188 967.645263671875 None None None +8 1835 0.7986776232719421 988.9558715820312 967.55126953125 None None None +8 1836 0.7985995411872864 988.8470458984375 967.4444580078125 None None None +8 1837 0.7985184192657471 988.7705688476562 967.3701782226562 None None None +8 1838 0.7984845638275146 988.7455444335938 967.3460083007812 None None None +8 1839 0.7983736991882324 988.77734375 967.380859375 None None None +8 1840 0.7984066605567932 988.8411254882812 967.4437255859375 None None None +8 1841 0.7983385324478149 988.9156494140625 967.5200805664062 None None None +8 1842 0.7983404397964478 988.8900756835938 967.4944458007812 None None None +8 1843 0.7983747124671936 988.830322265625 967.4337768554688 None None None +8 1844 0.798598051071167 988.745361328125 967.3428344726562 None None None +8 1845 0.7985402345657349 988.7173461914062 967.31640625 None None None +8 1846 0.7987675070762634 988.8267822265625 967.4197387695312 None None None +8 1847 0.7988089919090271 988.8792114257812 967.4711303710938 None None None +8 1848 0.7987092137336731 988.7825927734375 967.3771362304688 None None None +8 1849 0.7987653613090515 988.697998046875 967.291015625 None None None +8 1850 0.7987304329872131 988.7464599609375 967.3403930664062 None None None +8 1851 0.7987247109413147 988.70654296875 967.3006591796875 None None None +8 1852 0.7987231016159058 988.775390625 967.3695678710938 None None None +8 1853 0.7986351251602173 988.6785278320312 967.275146484375 None None None +8 1854 0.7986389994621277 988.7913208007812 967.3878784179688 None None None +8 1855 0.798785388469696 988.7952270507812 967.3877563476562 None None None +8 1856 0.7986950278282166 988.974609375 967.5696411132812 None None None +8 1857 0.7988060116767883 989.0289306640625 967.6210327148438 None None None +8 1858 0.7988454103469849 989.0363159179688 967.6273193359375 None None None +8 1859 0.799089252948761 989.0196533203125 967.6041870117188 None None None +8 1860 0.7990545630455017 988.9760131835938 967.5615234375 None None None +8 1861 0.7989686727523804 988.8710327148438 967.4588623046875 None None None +8 1862 0.7989451289176941 988.9290771484375 967.5175170898438 None None None +8 1863 0.7988585233688354 989.00439453125 967.5950927734375 None None None +8 1864 0.7988585829734802 988.9002075195312 967.490966796875 None None None +8 1865 0.7988995909690857 988.9908447265625 967.5805053710938 None None None +8 1866 0.7989011406898499 988.9644165039062 967.5540161132812 None None None +8 1867 0.7988550662994385 988.8980102539062 967.4889526367188 None None None +8 1868 0.7990283370018005 988.9774780273438 967.563720703125 None None None +8 1869 0.7989799976348877 989.0789184570312 967.6664428710938 None None None +8 1870 0.7990045547485352 989.0396728515625 967.6265869140625 None None None +8 1871 0.7989775538444519 989.0924072265625 967.6800537109375 None None None +8 1872 0.7989637851715088 989.079833984375 967.6678466796875 None None None +8 1873 0.7987768650054932 989.0797119140625 967.6726684570312 None None None +8 1874 0.7988200187683105 989.1522827148438 967.744140625 None None None +8 1875 0.7988746166229248 989.1480712890625 967.7384643554688 None None None +8 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None +8 1889 0.7987759709358215 988.94140625 967.5345458984375 None None None +8 1890 0.798862636089325 989.0358276367188 967.6265869140625 None None None +8 1891 0.7987451553344727 989.0494384765625 967.643310546875 None None None +8 1892 0.7988151907920837 989.0659790039062 967.6580200195312 None None None +8 1893 0.7987692952156067 989.0853271484375 967.6786499023438 None None None +8 1894 0.7988080382347107 989.1935424804688 967.7857666015625 None None None +8 1895 0.7987269163131714 989.1699829101562 967.7643432617188 None None None +8 1896 0.798803448677063 989.1253051757812 967.7176513671875 None None None +8 1897 0.7987416386604309 989.1146850585938 967.7086791992188 None None None +8 1898 0.7987448573112488 989.099853515625 967.6937866210938 None None None +8 1899 0.7988160252571106 989.1101684570312 967.7021484375 None None None +8 1900 0.7989239692687988 989.1502685546875 967.7393188476562 None None None +8 1901 0.7988020777702332 989.3052368164062 967.8975830078125 None None None +8 1902 0.7986924052238464 989.2197265625 967.8150024414062 None None None +8 1903 0.7986555695533752 989.2217407226562 967.8179931640625 None None None +8 1904 0.7987171411514282 989.1724853515625 967.7670288085938 None None None +8 1905 0.7986506819725037 989.1980590820312 967.79443359375 None None None +8 1906 0.7987411618232727 989.241943359375 967.8358764648438 None None None +8 1907 0.7987172603607178 989.2234497070312 967.8179321289062 None None None +8 1908 0.7987582683563232 989.162841796875 967.7562866210938 None None None +8 1909 0.79876309633255 989.1950073242188 967.7882690429688 None None None +8 1910 0.7985645532608032 989.2030639648438 967.8017578125 None None None +8 1911 0.7984914779663086 989.1630859375 967.7637329101562 None None None +8 1912 0.7983413338661194 989.077392578125 967.6820678710938 None None None +8 1913 0.7982382774353027 989.0204467773438 967.6278686523438 None None None +8 1914 0.7981944680213928 989.0448608398438 967.6534423828125 None None None +8 1915 0.7981199622154236 989.0687255859375 967.6793212890625 None None None +8 1916 0.7982314229011536 989.159912109375 967.7675170898438 None None None +8 1917 0.7980642914772034 989.1264038085938 967.738525390625 None None None +8 1918 0.7980424761772156 988.9974975585938 967.6102294921875 None None None +8 1919 0.7979408502578735 988.9603881835938 967.5758666992188 None None None +8 1920 0.7979168891906738 988.9974975585938 967.6135864257812 None None None +8 1921 0.7978714108467102 988.9479370117188 967.5653076171875 None None None +8 1922 0.7978087663650513 988.9432983398438 967.562255859375 None None None +8 1923 0.79780113697052 988.8544311523438 967.4736328125 None None None +8 1924 0.7978367209434509 988.9373168945312 967.5555419921875 None None None +8 1925 0.7977504134178162 988.9124755859375 967.532958984375 None None None +8 1926 0.7976136803627014 988.9638061523438 967.5879516601562 None None None +8 1927 0.7974902391433716 989.0411376953125 967.6686401367188 None None None +8 1928 0.7974889278411865 989.0469970703125 967.674560546875 None None None +8 1929 0.7974110245704651 988.9920654296875 967.6217041015625 None None None +8 1930 0.7973847985267639 989.0681762695312 967.698486328125 None None None +8 1931 0.7972840666770935 989.1056518554688 967.7386474609375 None None None +8 1932 0.7974913120269775 989.0838012695312 967.7112426757812 None None None +8 1933 0.7976182103157043 989.0803833007812 967.704345703125 None None None +8 1934 0.7976604104042053 989.0525512695312 967.6753540039062 None None None +8 1935 0.7976232767105103 989.041748046875 967.6655883789062 None None None +8 1936 0.7976223826408386 989.0577392578125 967.6815795898438 None None None +8 1937 0.7975771427154541 989.0516357421875 967.6766967773438 None None None +8 1938 0.7976436614990234 989.0199584960938 967.6432495117188 None None None +8 1939 0.7975777983665466 988.9888305664062 967.6138305664062 None None None +8 1940 0.7976078987121582 989.0069580078125 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0.7970412969589233 989.4627075195312 968.1022338867188 None None None +8 1993 0.7970117330551147 989.585693359375 968.2260131835938 None None None +8 1994 0.7969651222229004 989.5753784179688 968.2169189453125 None None None +8 1995 0.7969738841056824 989.5232543945312 968.1646118164062 None None None +8 1996 0.7969932556152344 989.5289916992188 968.1697998046875 None None None +8 1997 0.7969797849655151 989.4676513671875 968.10888671875 None None None +8 1998 0.7971161007881165 989.5286254882812 968.1661376953125 None None None +8 1999 0.7971338629722595 989.52001953125 968.1571044921875 None None None +8 2000 0.7970019578933716 989.4647216796875 968.1053466796875 None None None +8 2001 0.7970762848854065 989.423828125 968.0625 None None None +8 2002 0.7971687316894531 989.4292602539062 968.0654296875 None None None +8 2003 0.7971071600914001 989.4296875 968.0674438476562 None None None +8 2004 0.7971842885017395 989.4264526367188 968.0621337890625 None None None +8 2005 0.7973029017448425 989.4129028320312 968.04541015625 None None None +8 2006 0.7973578572273254 989.3485107421875 967.9794921875 None None None +8 2007 0.797335147857666 989.4979858398438 968.129638671875 None None None +8 2008 0.7975425720214844 989.47119140625 968.0972290039062 None None None +8 2009 0.7974770665168762 989.5165405273438 968.1443481445312 None None None +8 2010 0.7975297570228577 989.5167846679688 968.1431274414062 None None None +8 2011 0.7974668741226196 989.5012817382812 968.1292724609375 None None None +8 2012 0.7974016070365906 989.4010620117188 968.0308227539062 None None None +8 2013 0.7973759174346924 989.3847045898438 968.0151977539062 None None None +8 2014 0.7973738312721252 989.3273315429688 967.9578857421875 None None None +8 2015 0.797301173210144 989.3963012695312 968.0287475585938 None None None +8 2016 0.7972815632820129 989.3553466796875 967.9883422851562 None None None +8 2017 0.7971954941749573 989.3570556640625 967.9923095703125 None None None +8 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985.0198974609375 964.2140502929688 None None None +9 2005 0.7763539552688599 985.1092529296875 964.3033447265625 None None None +9 2006 0.7763986587524414 985.1719970703125 964.3648681640625 None None None +9 2007 0.7763208150863647 985.0745849609375 964.26953125 None None None +9 2008 0.7763024568557739 985.15966796875 964.3551025390625 None None None +9 2009 0.7762644290924072 985.1471557617188 964.3436279296875 None None None +9 2010 0.7761064767837524 985.1196899414062 964.3203125 None None None +9 2011 0.776164710521698 985.1098022460938 964.3088989257812 None None None +9 2012 0.7762306928634644 985.0265502929688 964.223876953125 None None None +9 2013 0.7761838436126709 985.0199584960938 964.218505859375 None None None +9 2014 0.7761329412460327 985.1047973632812 964.3048095703125 None None None +9 2015 0.7761152982711792 985.0910034179688 964.2914428710938 None None None +9 2016 0.7761781215667725 985.1048583984375 964.3035888671875 None None None +9 2017 0.7761523723602295 985.0313110351562 964.2306518554688 None None None +9 2018 0.7761258482933044 984.968994140625 964.1690673828125 None None None +10 0 0.8037712574005127 901.020263671875 879.4791870117188 None None None +10 1 0.7401846051216125 861.0420532226562 841.205078125 None None None +10 2 0.6955726742744446 930.0325317382812 911.39111328125 None None None +10 3 0.7008947134017944 981.053466796875 962.2694091796875 None None None +10 4 0.7225735187530518 984.83984375 965.4747924804688 None None None +10 5 0.7169172167778015 1026.7498779296875 1007.5364379882812 None None None +10 6 0.7205625772476196 1019.0986328125 999.78759765625 None None None +10 7 0.7413126230239868 1036.498779296875 1016.6317138671875 None None None +10 8 0.7456225752830505 1031.7037353515625 1011.7212524414062 None None None +10 9 0.7265269160270691 1031.146728515625 1011.6759033203125 None None None +10 10 0.7189416885375977 1019.2708740234375 1000.0033569335938 None None None +10 11 0.7280994057655334 1021.9913940429688 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None +11 1920 0.7380525469779968 972.6392211914062 952.8617553710938 None None None +11 1921 0.7380305528640747 972.658935546875 952.8820190429688 None None None +11 1922 0.7379138469696045 972.7086791992188 952.9348754882812 None None None +11 1923 0.7378947734832764 972.6654052734375 952.8921508789062 None None None +11 1924 0.7380388975143433 972.6586303710938 952.8815307617188 None None None +11 1925 0.7380412220954895 972.6500244140625 952.8727416992188 None None None +11 1926 0.7381374835968018 972.6022338867188 952.8223876953125 None None None +11 1927 0.7381341457366943 972.5737915039062 952.7940063476562 None None None +11 1928 0.7381952404975891 972.5576171875 952.7761840820312 None None None +11 1929 0.7382665276527405 972.4990234375 952.7156982421875 None None None +11 1930 0.7383556962013245 972.4666137695312 952.6808471679688 None None None +11 1931 0.7382826209068298 972.32958984375 952.5458374023438 None None None +11 1932 0.7381568551063538 972.3238525390625 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0.7376928925514221 971.9981689453125 952.230224609375 None None None +11 1997 0.7376514673233032 971.953857421875 952.1869506835938 None None None +11 1998 0.7375702857971191 971.988037109375 952.2233276367188 None None None +11 1999 0.7375813126564026 972.0055541992188 952.240478515625 None None None +11 2000 0.7376211881637573 972.0020751953125 952.2359619140625 None None None +11 2001 0.7375871539115906 972.0498046875 952.2846069335938 None None None +11 2002 0.73757004737854 972.0145874023438 952.2498168945312 None None None +11 2003 0.7374906539916992 971.9956665039062 952.2330322265625 None None None +11 2004 0.7375710010528564 972.0225830078125 952.2578125 None None None +11 2005 0.737557590007782 972.065673828125 952.3012084960938 None None None +11 2006 0.7375656366348267 971.9922485351562 952.2276000976562 None None None +11 2007 0.7375567555427551 971.980712890625 952.2162475585938 None None None +11 2008 0.7375035285949707 971.9249267578125 952.1619262695312 None None None 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0.7226029634475708 1056.7916259765625 1037.42578125 None None None +12 4 0.7622586488723755 1045.9713134765625 1025.542724609375 None None None +12 5 0.7930717468261719 1045.4808349609375 1024.2264404296875 None None None +12 6 0.7720759510993958 1018.9694213867188 998.2777709960938 None None None +12 7 0.7639699578285217 1002.2649536132812 981.79052734375 None None None +12 8 0.7508020401000977 986.859375 966.7378540039062 None None None +12 9 0.7563138008117676 997.9423828125 977.6731567382812 None None None +12 10 0.7663421630859375 988.7548828125 968.2168579101562 None None None +12 11 0.7490296363830566 976.8876342773438 956.8136596679688 None None None +12 12 0.7466622591018677 983.3975830078125 963.3870239257812 None None None +12 13 0.7450307607650757 990.5662231445312 970.5993041992188 None None None +12 14 0.7772229909896851 987.9957275390625 967.1660766601562 None None None +12 15 0.7857561707496643 979.3909301757812 958.3326416015625 None None None +12 16 0.7887730598449707 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971.4414672851562 951.9431762695312 None None None +12 1911 0.7274777293205261 971.4236450195312 951.9275512695312 None None None +12 1912 0.7275129556655884 971.3648071289062 951.8677978515625 None None None +12 1913 0.7274381518363953 971.4012451171875 951.9063110351562 None None None +12 1914 0.7273439764976501 971.4105224609375 951.9180908203125 None None None +12 1915 0.7273872494697571 971.4425659179688 951.948974609375 None None None +12 1916 0.7273392677307129 971.4664916992188 951.9741821289062 None None None +12 1917 0.7272862195968628 971.4225463867188 951.9317016601562 None None None +12 1918 0.7272432446479797 971.3572998046875 951.8675537109375 None None None +12 1919 0.7272173762321472 971.3171997070312 951.828125 None None None +12 1920 0.727272629737854 971.4509887695312 951.9605102539062 None None None +12 1921 0.727198600769043 971.525634765625 952.0370483398438 None None None +12 1922 0.7272156476974487 971.4751586914062 951.9861450195312 None None None +12 1923 0.7271847724914551 971.4555053710938 951.9673461914062 None None None +12 1924 0.7271285057067871 971.5186767578125 952.0321044921875 None None None +12 1925 0.727149486541748 971.5909423828125 952.103759765625 None None None +12 1926 0.7271696329116821 971.5243530273438 952.0367431640625 None None None +12 1927 0.7270590662956238 971.4903564453125 952.0055541992188 None None None +12 1928 0.7269815802574158 971.4694213867188 951.9866943359375 None None None +12 1929 0.7268166542053223 971.3787841796875 951.9005126953125 None None None +12 1930 0.7268272042274475 971.4111328125 951.9325561523438 None None None +12 1931 0.7267469167709351 971.3679809570312 951.8916015625 None None None +12 1932 0.7267259955406189 971.3639526367188 951.8881225585938 None None None +12 1933 0.7266628742218018 971.4155883789062 951.9414672851562 None None None +12 1934 0.7264617085456848 971.3334350585938 951.86474609375 None None None +12 1935 0.7264693975448608 971.206787109375 951.7378540039062 None None None +12 1936 0.7266986966133118 971.2601928710938 951.7850952148438 None None None +12 1937 0.7266842126846313 971.2040405273438 951.7294311523438 None None None +12 1938 0.7266284227371216 971.1560668945312 951.682861328125 None None None +12 1939 0.7266360521316528 971.1224975585938 951.6491088867188 None None None +12 1940 0.7265470623970032 971.1589965820312 951.6880493164062 None None None +12 1941 0.7264585494995117 971.1888427734375 951.7202758789062 None None None +12 1942 0.7263043522834778 971.2587280273438 951.7943115234375 None None None +12 1943 0.7262415289878845 971.1726684570312 951.7099609375 None None None +12 1944 0.7262512445449829 971.1580810546875 951.695068359375 None None None +12 1945 0.7262166738510132 971.083251953125 951.6211547851562 None None None +12 1946 0.726301372051239 971.0650024414062 951.6006469726562 None None None +12 1947 0.7265297770500183 971.1622924804688 951.6917724609375 None None None +12 1948 0.72647625207901 971.0963745117188 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970.8655395507812 951.3948364257812 None None None +12 1975 0.7266907691955566 970.8057250976562 951.3311157226562 None None None +12 1976 0.7267049551010132 970.8182373046875 951.34326171875 None None None +12 1977 0.7267709970474243 970.8927001953125 951.4158935546875 None None None +12 1978 0.7268446087837219 970.9718017578125 951.4930419921875 None None None +12 1979 0.7268503308296204 970.9119873046875 951.4330444335938 None None None +12 1980 0.7267961502075195 970.877197265625 951.3997802734375 None None None +12 1981 0.7268773317337036 970.7720947265625 951.29248046875 None None None +12 1982 0.7268295288085938 970.7528686523438 951.2745361328125 None None None +12 1983 0.7268269062042236 970.8157348632812 951.3374633789062 None None None +12 1984 0.7267082929611206 970.7225341796875 951.2474365234375 None None None +12 1985 0.7266702055931091 970.7396850585938 951.265625 None None None +12 1986 0.7265950441360474 970.6273193359375 951.1552734375 None None None +12 1987 0.7265807390213013 970.5877075195312 951.1160278320312 None None None +12 1988 0.7266314625740051 970.537353515625 951.0643310546875 None None None +12 1989 0.7267728447914124 970.47314453125 950.996337890625 None None None +12 1990 0.7266879677772522 970.3399047851562 950.8653564453125 None None None +12 1991 0.7266121506690979 970.3792114257812 950.9067993164062 None None None +12 1992 0.7265526652336121 970.3670043945312 950.8961181640625 None None None +12 1993 0.7264921069145203 970.3076171875 950.83837890625 None None None +12 1994 0.7264668941497803 970.2589111328125 950.7903442382812 None None None +12 1995 0.7265093922615051 970.271240234375 950.801513671875 None None None +12 1996 0.7265921235084534 970.2765502929688 950.8046264648438 None None None +12 1997 0.7265494465827942 970.27392578125 950.8031616210938 None None None +12 1998 0.726403534412384 970.2139892578125 950.7471923828125 None None None +12 1999 0.7264050841331482 970.107177734375 950.6402587890625 None None None +12 2000 0.7263683676719666 970.0911865234375 950.625244140625 None None None +12 2001 0.7264045476913452 970.0789184570312 950.6119384765625 None None None +12 2002 0.7262228727340698 970.05908203125 950.5969848632812 None None None +12 2003 0.7261151075363159 970.0384521484375 950.5792236328125 None None None +12 2004 0.7260613441467285 970.0308837890625 950.5730590820312 None None None +12 2005 0.725906491279602 970.1212158203125 950.6675415039062 None None None +12 2006 0.7258486747741699 970.2042236328125 950.7520141601562 None None None +12 2007 0.7258430123329163 970.31396484375 950.8619995117188 None None None +12 2008 0.7258052825927734 970.3001708984375 950.8492431640625 None None None +12 2009 0.725835382938385 970.26025390625 950.8084716796875 None None None +12 2010 0.7258242964744568 970.268310546875 950.8168334960938 None None None +12 2011 0.7258185744285583 970.2127685546875 950.7614135742188 None None None +12 2012 0.7258592247962952 970.2332153320312 950.7807006835938 None None None +12 2013 0.7260110974311829 970.1810913085938 950.7245483398438 None None None +12 2014 0.7260168790817261 970.1409912109375 950.6842651367188 None None None +12 2015 0.7261369228363037 970.2418823242188 950.781982421875 None None None +12 2016 0.7261837124824524 970.2911376953125 950.8299560546875 None None None +12 2017 0.7261037230491638 970.23291015625 950.7738647460938 None None None +12 2018 0.7261441946029663 970.1337890625 950.673583984375 None None None +13 0 0.6843087077140808 681.4322509765625 663.0927734375 None None None +13 1 0.6438568830490112 903.2256469726562 885.9702758789062 None None None +13 2 0.6541662812232971 861.92138671875 844.3896484375 None None None +13 3 0.7047023177146912 881.759033203125 862.8729858398438 None None None +13 4 0.7055431604385376 915.7783203125 896.8696899414062 None None None +13 5 0.700696587562561 940.9497680664062 922.1710815429688 None None None +13 6 0.6679537892341614 953.58447265625 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962.44482421875 943.778564453125 None None None +13 1890 0.6964477896690369 962.4977416992188 943.8335571289062 None None None +13 1891 0.6964902877807617 962.5570068359375 943.8917236328125 None None None +13 1892 0.6964569091796875 962.5735473632812 943.9091186523438 None None None +13 1893 0.6963580846786499 962.6424560546875 943.980712890625 None None None +13 1894 0.6962494850158691 962.6378784179688 943.9790649414062 None None None +13 1895 0.6962224841117859 962.6853637695312 944.0272827148438 None None None +13 1896 0.6963036060333252 962.6310424804688 943.9708251953125 None None None +13 1897 0.6962818503379822 962.7217407226562 944.0621337890625 None None None +13 1898 0.6961302757263184 962.7360229492188 944.0804443359375 None None None +13 1899 0.6961889266967773 962.6597900390625 944.0026245117188 None None None +13 1900 0.6962673664093018 962.6206665039062 943.96142578125 None None None +13 1901 0.6963446140289307 962.621337890625 943.9600219726562 None None None +13 1902 0.6963232755661011 962.611328125 943.9505615234375 None None None +13 1903 0.696248471736908 962.6002807617188 943.9415283203125 None None None +13 1904 0.6964422464370728 962.7017211914062 944.0377807617188 None None None +13 1905 0.6963756084442139 962.5970458984375 943.9348754882812 None None None +13 1906 0.6963495016098022 962.65283203125 943.9913940429688 None None None +13 1907 0.6963757872581482 962.6680297851562 944.0059204101562 None None None +13 1908 0.6963272094726562 962.5902709960938 943.9293823242188 None None None +13 1909 0.6963346004486084 962.6821899414062 944.0211181640625 None None None +13 1910 0.6964122653007507 962.8185424804688 944.1553955078125 None None None +13 1911 0.6965704560279846 962.7428588867188 944.0755004882812 None None None +13 1912 0.6964389681816101 962.7634887695312 944.0997314453125 None None None +13 1913 0.696402370929718 962.7691650390625 944.1063232421875 None None None +13 1914 0.6964327692985535 962.9169311523438 944.2532958984375 None None None +13 1915 0.6964156627655029 962.9144897460938 944.2512817382812 None None None +13 1916 0.6963845491409302 962.9421997070312 944.27978515625 None None None +13 1917 0.6964021921157837 962.8731079101562 944.210205078125 None None None +13 1918 0.6963056921958923 962.8685302734375 944.2081909179688 None None None +13 1919 0.6962136030197144 962.9525756835938 944.2947387695312 None None None +13 1920 0.6961764097213745 962.8613891601562 944.2045288085938 None None None +13 1921 0.696324348449707 962.8077392578125 944.1469116210938 None None None +13 1922 0.6962891817092896 962.731201171875 944.0712890625 None None None +13 1923 0.6962511539459229 962.65087890625 943.9920043945312 None None None +13 1924 0.6961767673492432 962.6387329101562 943.9818115234375 None None None +13 1925 0.6962284445762634 962.6220703125 943.9638061523438 None None None +13 1926 0.696125864982605 962.6782836914062 944.0227661132812 None None None +13 1927 0.6960852146148682 962.663818359375 944.0093383789062 None None None +13 1928 0.6962161064147949 962.7971801757812 944.1392211914062 None None None +13 1929 0.6963460445404053 962.8234252929688 944.1619873046875 None None None +13 1930 0.6963430047035217 962.7764282226562 944.1151123046875 None None None +13 1931 0.6963917016983032 962.7999877929688 944.1372680664062 None None None +13 1932 0.6966564655303955 962.767578125 944.0977783203125 None None None +13 1933 0.6966405510902405 962.7799682617188 944.1106567382812 None None None +13 1934 0.6965886950492859 962.8206176757812 944.1526489257812 None None None +13 1935 0.6967248916625977 962.7950439453125 944.1234741210938 None None None +13 1936 0.6967440843582153 962.7976684570312 944.1256103515625 None None None +13 1937 0.6966566443443298 962.7991943359375 944.1294555664062 None None None +13 1938 0.6965510845184326 962.7733764648438 944.1064453125 None None None +13 1939 0.6966375708580017 962.7847900390625 944.115478515625 None None None +13 1940 0.6966472864151001 962.798095703125 944.1284790039062 None None None +13 1941 0.6966169476509094 962.6573486328125 943.988525390625 None None None +13 1942 0.6966095566749573 962.6661376953125 943.9974975585938 None None None +13 1943 0.6965680718421936 962.6431884765625 943.9756469726562 None None None +13 1944 0.6965327858924866 962.634765625 943.9681396484375 None None None +13 1945 0.6964454054832458 962.8671264648438 944.202880859375 None None None +13 1946 0.6963619589805603 962.9234619140625 944.2614135742188 None None None +13 1947 0.6963770389556885 962.9412841796875 944.27880859375 None None None +13 1948 0.6963873505592346 962.92236328125 944.2596435546875 None None None +13 1949 0.6963786482810974 962.9688110351562 944.3062744140625 None None None +13 1950 0.6963465213775635 962.941650390625 944.280029296875 None None None +13 1951 0.6962674856185913 962.8834228515625 944.2239379882812 None None None +13 1952 0.6962814331054688 962.9044189453125 944.2445678710938 None None None +13 1953 0.6962764859199524 962.8890380859375 944.2293701171875 None None None +13 1954 0.696252167224884 962.8987426757812 944.2396240234375 None None None +13 1955 0.6963928937911987 962.8826293945312 944.2197265625 None None None +13 1956 0.696266770362854 962.8612670898438 944.20166015625 None None None +13 1957 0.696302056312561 962.867919921875 944.2073364257812 None None None +13 1958 0.6963505148887634 962.8270263671875 944.1651611328125 None None None +13 1959 0.6963778734207153 962.7625732421875 944.0999755859375 None None None +13 1960 0.6963165998458862 962.7283325195312 944.0673828125 None None None +13 1961 0.6964715123176575 962.740966796875 944.0758666992188 None None None +13 1962 0.6964170336723328 962.8551635742188 944.1915283203125 None None None +13 1963 0.6963664889335632 962.7724609375 944.1101684570312 None None None +13 1964 0.6962892413139343 962.7910766601562 944.130859375 None None None +13 1965 0.6963198184967041 962.8377685546875 944.1766967773438 None None None 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None +13 1979 0.6967012882232666 962.9682006835938 944.296875 None None None +13 1980 0.6966050267219543 962.9398193359375 944.2710571289062 None None None +13 1981 0.6965411901473999 963.05810546875 944.39111328125 None None None +13 1982 0.6965849995613098 963.0579833984375 944.3897705078125 None None None +13 1983 0.6966837048530579 963.0537109375 944.3828125 None None None +13 1984 0.6969281435012817 963.1533203125 944.475830078125 None None None +13 1985 0.6970447897911072 963.1624755859375 944.4818725585938 None None None +13 1986 0.6970117688179016 963.1832275390625 944.5034790039062 None None None +13 1987 0.6971006989479065 963.1386108398438 944.4564208984375 None None None +13 1988 0.69729083776474 963.0494995117188 944.3621826171875 None None None +13 1989 0.6973098516464233 962.9894409179688 944.3015747070312 None None None +13 1990 0.697327733039856 962.9695434570312 944.2811889648438 None None None +13 1991 0.697329580783844 962.9126586914062 944.2242431640625 None None None +13 1992 0.6974610090255737 962.9444580078125 944.2525024414062 None None None +13 1993 0.6974299550056458 962.8532104492188 944.162109375 None None None +13 1994 0.6974905133247375 962.8744506835938 944.1817626953125 None None None +13 1995 0.6974917054176331 962.9371948242188 944.2444458007812 None None None +13 1996 0.6974443793296814 962.9276733398438 944.2362060546875 None None None +13 1997 0.697472095489502 962.9371948242188 944.2449951171875 None None None +13 1998 0.6974978446960449 962.932861328125 944.239990234375 None None None +13 1999 0.6973844170570374 962.875 944.1851196289062 None None None +13 2000 0.6975240707397461 962.935302734375 944.2417602539062 None None None +13 2001 0.6976785659790039 963.025634765625 944.3279418945312 None None None +13 2002 0.6976171135902405 963.0615844726562 944.3655395507812 None None None +13 2003 0.6975764036178589 962.972900390625 944.2779541015625 None None None +13 2004 0.6974986791610718 962.9637451171875 944.2708740234375 None None None +13 2005 0.6974784731864929 962.9449462890625 944.2526245117188 None None None +13 2006 0.6975275874137878 962.8880004882812 944.1943969726562 None None None +13 2007 0.697479248046875 962.921630859375 944.2293090820312 None None None +13 2008 0.6975225210189819 962.9217529296875 944.2283325195312 None None None +13 2009 0.6974687576293945 962.9985961914062 944.306640625 None None None +13 2010 0.6974557638168335 962.9913940429688 944.2998046875 None None None +13 2011 0.6974721550941467 962.9793090820312 944.2872924804688 None None None +13 2012 0.6976460218429565 962.9974975585938 944.3008422851562 None None None +13 2013 0.6975451111793518 962.9227294921875 944.228759765625 None None None +13 2014 0.6977496147155762 962.9177856445312 944.2183837890625 None None None +13 2015 0.6979243755340576 962.9351196289062 944.2310180664062 None None None +13 2016 0.6979086995124817 963.0502319335938 944.3466186523438 None None None +13 2017 0.6978587508201599 963.038330078125 944.3360595703125 None None None +13 2018 0.6979631185531616 963.0065307617188 944.3014526367188 None None None +14 0 0.6647653579711914 987.8594360351562 970.043701171875 None None None +14 1 0.8204120993614197 996.9603271484375 974.9732666015625 None None None +14 2 0.7949430346488953 968.1727905273438 946.8682250976562 None None None +14 3 0.7361214756965637 937.653076171875 917.9249267578125 None None None +14 4 0.7357841730117798 905.41015625 885.6910400390625 None None None +14 5 0.7427250742912292 927.5730590820312 907.66796875 None None None +14 6 0.7789570093154907 954.3500366210938 933.4739379882812 None None None +14 7 0.7494036555290222 932.5347290039062 912.4506225585938 None None None +14 8 0.7290430665016174 953.4534301757812 933.9149169921875 None None None +14 9 0.7371636629104614 965.8167114257812 946.060546875 None None None +14 10 0.723118245601654 969.9927978515625 950.6130981445312 None None None +14 11 0.7054988741874695 967.287109375 948.379638671875 None None 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941.9735717773438 None None None +14 1894 0.6913505792617798 960.5006103515625 941.9723510742188 None None None +14 1895 0.6913229823112488 960.4500122070312 941.9224853515625 None None None +14 1896 0.6913235187530518 960.5213012695312 941.9937133789062 None None None +14 1897 0.6912083029747009 960.542236328125 942.0177001953125 None None None +14 1898 0.691199541091919 960.5214233398438 941.9970703125 None None None +14 1899 0.6911462545394897 960.4461059570312 941.9232788085938 None None None +14 1900 0.6910988688468933 960.52783203125 942.0062255859375 None None None +14 1901 0.6914453506469727 960.5438232421875 942.0130004882812 None None None +14 1902 0.6914843916893005 960.6542358398438 942.122314453125 None None None +14 1903 0.6915178298950195 960.6422119140625 942.1094360351562 None None None +14 1904 0.6914569139480591 960.7391357421875 942.2078857421875 None None None +14 1905 0.6913931965827942 960.7286376953125 942.1990966796875 None None None +14 1906 0.6913987398147583 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0.6918842196464539 960.4660034179688 941.92333984375 None None None +14 1920 0.6919174194335938 960.5133056640625 941.9697265625 None None None +14 1921 0.6917301416397095 960.5863647460938 942.0478515625 None None None +14 1922 0.6917017102241516 960.52392578125 941.9862060546875 None None None +14 1923 0.6917341351509094 960.4463500976562 941.9077758789062 None None None +14 1924 0.6917312741279602 960.4887084960938 941.9502563476562 None None None +14 1925 0.6917915940284729 960.3526611328125 941.8126220703125 None None None +14 1926 0.6918711066246033 960.4308471679688 941.8886108398438 None None None +14 1927 0.6919306516647339 960.486083984375 941.9421997070312 None None None +14 1928 0.6920714378356934 960.459716796875 941.912109375 None None None +14 1929 0.6920391917228699 960.5361938476562 941.989501953125 None None None +14 1930 0.6920129060745239 960.5509033203125 942.0048828125 None None None +14 1931 0.6919597387313843 960.4434814453125 941.8988647460938 None None None 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None +14 1945 0.6916989684104919 960.524169921875 941.986328125 None None None +14 1946 0.6918123960494995 960.4949951171875 941.9541015625 None None None +14 1947 0.6917905211448669 960.4468383789062 941.906494140625 None None None +14 1948 0.691754937171936 960.3751220703125 941.835693359375 None None None +14 1949 0.6917911767959595 960.4691772460938 941.9287719726562 None None None +14 1950 0.6917698383331299 960.52392578125 941.9840087890625 None None None +14 1951 0.6916577219963074 960.44091796875 941.904052734375 None None None +14 1952 0.6915119886398315 960.4299926757812 941.8970336914062 None None None +14 1953 0.6916918158531189 960.5467529296875 942.0089721679688 None None None +14 1954 0.6916564106941223 960.5242919921875 941.9874267578125 None None None +14 1955 0.6916450262069702 960.4960327148438 941.95947265625 None None None +14 1956 0.6916775703430176 960.5707397460938 942.0332641601562 None None None +14 1957 0.6916300058364868 960.5601806640625 942.0239868164062 None None None +14 1958 0.6915870308876038 960.512451171875 941.9773559570312 None None None +14 1959 0.6916506886482239 960.59375 942.0570068359375 None None None +14 1960 0.6917698383331299 960.5693359375 942.0294189453125 None None None +14 1961 0.6917428374290466 960.5430908203125 942.0038452148438 None None None +14 1962 0.6918747425079346 960.5499267578125 942.0071411132812 None None None +14 1963 0.6917651295661926 960.429931640625 941.8900756835938 None None None +14 1964 0.6917187571525574 960.4362182617188 941.8975830078125 None None None +14 1965 0.6916924715042114 960.3584594726562 941.8206176757812 None None None +14 1966 0.6917339563369751 960.3836059570312 941.8446044921875 None None None +14 1967 0.6918811798095703 960.4092407226562 941.8662719726562 None None None +14 1968 0.691835880279541 960.4429321289062 941.901123046875 None None None +14 1969 0.6918799877166748 960.5073852539062 941.96435546875 None None None +14 1970 0.6918687224388123 960.6080322265625 942.0653076171875 None None None +14 1971 0.6918089389801025 960.5323486328125 941.9911499023438 None None None +14 1972 0.6918348073959351 960.5687866210938 942.0269775390625 None None None +14 1973 0.6918695569038391 960.6433715820312 942.1005859375 None None None +14 1974 0.6918302178382874 960.6111450195312 942.0694580078125 None None None +14 1975 0.691795825958252 960.5806274414062 942.039794921875 None None None +14 1976 0.6917719841003418 960.6702270507812 942.1300659179688 None None None +14 1977 0.6916603446006775 960.5786743164062 942.0415649414062 None None None +14 1978 0.6916095614433289 960.6007690429688 942.06494140625 None None None +14 1979 0.691639244556427 960.623291015625 942.0867309570312 None None None +14 1980 0.6915854215621948 960.751953125 942.216796875 None None None +14 1981 0.6915598511695862 960.6967163085938 942.1621704101562 None None None +14 1982 0.6916078925132751 960.7265014648438 942.1907348632812 None None None +14 1983 0.691540002822876 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0.6917501091957092 961.1694946289062 942.6300048828125 None None None +14 1997 0.6916242241859436 961.2425537109375 942.7063598632812 None None None +14 1998 0.6915461421012878 961.3087768554688 942.774658203125 None None None +14 1999 0.6915600895881653 961.4361572265625 942.9016723632812 None None None +14 2000 0.6915717124938965 961.369140625 942.8342895507812 None None None +14 2001 0.6915777325630188 961.46240234375 942.9273681640625 None None None +14 2002 0.6916298270225525 961.5020751953125 942.9656372070312 None None None +14 2003 0.6917882561683655 961.5140991210938 942.9734497070312 None None None +14 2004 0.6918456554412842 961.5377197265625 942.9955444335938 None None None +14 2005 0.6918792724609375 961.4653930664062 942.9223022460938 None None None +14 2006 0.6918097138404846 961.4761352539062 942.934814453125 None None None +14 2007 0.6917877197265625 961.5050659179688 942.96435546875 None None None +14 2008 0.6918609142303467 961.4959106445312 942.9532470703125 None None None +14 2009 0.6917966604232788 961.4429931640625 942.902099609375 None None None +14 2010 0.6918197274208069 961.452392578125 942.9108276367188 None None None +14 2011 0.6918790936470032 961.3814086914062 942.8382568359375 None None None +14 2012 0.6920112371444702 961.4447021484375 942.89794921875 None None None +14 2013 0.6919464468955994 961.3541870117188 942.8092041015625 None None None +14 2014 0.6918296813964844 961.3997802734375 942.85791015625 None None None +14 2015 0.6918344497680664 961.3861083984375 942.8441772460938 None None None +14 2016 0.6917881965637207 961.3077392578125 942.7669677734375 None None None +14 2017 0.6916260123252869 961.197998046875 942.6615600585938 None None None +14 2018 0.6916045546531677 961.3693237304688 942.83349609375 None None None +15 0 0.5128431916236877 886.673583984375 872.9293823242188 None None None +15 1 0.534656286239624 943.6441650390625 929.3153076171875 None None None +15 2 0.55118727684021 955.8504028320312 941.0785522460938 None None None +15 3 0.5561047196388245 897.8995361328125 882.9959106445312 None None None +15 4 0.5693973302841187 918.7811279296875 903.5213012695312 None None None +15 5 0.5566404461860657 898.8908081054688 883.9728393554688 None None None +15 6 0.5878176689147949 896.9656982421875 881.2122192382812 None None None +15 7 0.5794520378112793 901.9209594726562 886.3916625976562 None None None +15 8 0.5658169984817505 908.0746459960938 892.9107666015625 None None None +15 9 0.5631364583969116 923.6328125 908.5408325195312 None None None +15 10 0.5856477618217468 918.656005859375 902.960693359375 None None None +15 11 0.5830814838409424 910.608154296875 894.9816284179688 None None None +15 12 0.6152973175048828 898.8637084960938 882.373779296875 None None None +15 13 0.6225089430809021 884.9910888671875 868.3078002929688 None None None +15 14 0.6217396259307861 895.1019287109375 878.4393310546875 None None None +15 15 0.6143988966941833 900.39501953125 883.9291381835938 None None None +15 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917.9564208984375 902.968505859375 None None None +17 2004 0.559334397315979 918.0559692382812 903.0665893554688 None None None +17 2005 0.559411346912384 918.03125 903.039794921875 None None None +17 2006 0.5594020485877991 918.0275268554688 903.0363159179688 None None None +17 2007 0.5594143867492676 918.0216674804688 903.0301513671875 None None None +17 2008 0.5593723654747009 918.0343627929688 903.0439453125 None None None +17 2009 0.5593814253807068 918.0601806640625 903.0695190429688 None None None +17 2010 0.559284508228302 917.9951171875 903.007080078125 None None None +17 2011 0.5592731833457947 917.9760131835938 902.9882202148438 None None None +17 2012 0.5593093037605286 918.0941772460938 903.1054077148438 None None None +17 2013 0.5592877268791199 918.0818481445312 903.0936279296875 None None None +17 2014 0.5593875646591187 918.0175170898438 903.0266723632812 None None None +17 2015 0.5593061447143555 918.0076293945312 903.0189819335938 None None None +17 2016 0.5592834949493408 917.97314453125 902.9850463867188 None None None +17 2017 0.5593175292015076 917.9266967773438 902.937744140625 None None None +17 2018 0.5592783093452454 917.8890380859375 902.901123046875 None None None diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0b09964762a8600268fcbd2df86aac2b357974 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:14:15.540509: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:18.648107: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:18.653010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:14:18.688966: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:18.689075: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:18.717595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:18.717692: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:18.731670: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:18.739442: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:18.764016: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:18.769821: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:18.771062: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:18.773893: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:18.774260: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:14:18.775257: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:18.777226: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:18.777258: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:18.777288: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:18.777310: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:18.777332: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:18.777360: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:18.777381: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:18.777402: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:18.777423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:18.777790: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:18.779158: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:20.712581: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:14:20.712663: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:14:20.712683: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:14:20.727395: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:83:00.0, compute capability: 6.0) +2023-07-16 23:14:21.628394: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..9608ee8ffbad162739390b2c1fcf8fa06dec8b32 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/bias_model_scaled diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet.params.json b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..c1e7b41e754fe19a35581975d75f2198d8c3de3d --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "26.8", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_data_params.tsv b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..51636863ac32e8fc8f0d59eea3b371235f9845ab --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 6.0 +counts_sum_max_thresh 12091.72 +trainings_pts_post_thresh 148083 diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..05591a27df4b1c876a70bf35e290d345696f4ae3 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 12:26:47.824863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:52.614792: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:26:52.622548: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 12:26:52.820115: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 12:26:52.820411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:52.845049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:26:52.845149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:26:52.862356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:26:52.872377: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:26:52.896991: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:26:52.904779: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:26:52.906008: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:26:52.912076: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:26:52.912775: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 12:26:52.913774: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:26:52.916198: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 12:26:52.916241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:52.916282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:26:52.916298: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:26:52.916311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:26:52.916325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:26:52.916338: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:26:52.916350: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:26:52.916363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:26:52.920836: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:26:52.922291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:55.235124: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 12:26:55.235602: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 12:26:55.235661: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 12:26:55.246657: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0) +2023-07-17 12:26:59.948790: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f978563c20eefd6d892f5fbf7889d79510885b8 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/chrombpnet diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_model_params.tsv b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..d6894b616e18adadaa954d1a7d9b486dc7517e9d --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 26.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..866286e33fcd7fb8b4369ce58cd94b56d61aeea3 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..866286e33fcd7fb8b4369ce58cd94b56d61aeea3 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.epoch_loss.csv b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..b22a2321e949687af69f1d18cdbce1940e4a721a --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.epoch_loss.csv @@ -0,0 +1,19 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,3.05472731590271,1163.3973388671875,1245.2637939453125,1.2224881649017334,1222.5225830078125,1255.28466796875 +1,1.1045643091201782,1061.0234375,1090.6265869140625,0.9553452730178833,1191.3094482421875,1216.9127197265625 +2,1.023439645767212,1033.3787841796875,1060.807373046875,0.8646816611289978,1145.1817626953125,1168.355712890625 +3,0.9659448862075806,1015.8314819335938,1041.718505859375,0.9347715973854065,1142.7784423828125,1167.830810546875 +4,0.9249587059020996,1001.675048828125,1026.4638671875,0.8807531595230103,1132.4029541015625,1156.0067138671875 +5,0.8821731805801392,993.93798828125,1017.5800170898438,0.8076601624488831,1133.1871337890625,1154.8323974609375 +6,0.8624793887138367,983.2886352539062,1006.4031372070312,0.8161730766296387,1121.770751953125,1143.6435546875 +7,0.8342682123184204,974.1407470703125,996.499755859375,0.8849417567253113,1152.0955810546875,1175.8118896484375 +8,0.7973883152008057,967.971923828125,989.3418579101562,0.748056948184967,1138.65380859375,1158.7015380859375 +9,0.7761258482933044,964.1690673828125,984.968994140625,0.7565556168556213,1122.8050537109375,1143.080078125 +10,0.7625389099121094,958.244873046875,978.6810302734375,0.8792930245399475,1140.9527587890625,1164.5186767578125 +11,0.7372845411300659,951.86083984375,971.6178588867188,0.7637009024620056,1166.154541015625,1186.62109375 +12,0.7261441946029663,950.673583984375,970.1337890625,0.738783061504364,1117.1038818359375,1136.9041748046875 +13,0.6979631185531616,944.3014526367188,963.0065307617188,0.8469336628913879,1141.539306640625,1164.2381591796875 +14,0.6916045546531677,942.83349609375,961.3693237304688,0.7511506080627441,1139.4090576171875,1159.5400390625 +15,0.668918251991272,938.5252075195312,956.4514770507812,0.8090192675590515,1132.270751953125,1153.9520263671875 +16,0.597501277923584,917.26611328125,933.278076171875,0.7660305500030518,1146.5484619140625,1167.0784912109375 +17,0.5592783093452454,902.901123046875,917.8890380859375,0.7579132914543152,1141.0316162109375,1161.3426513671875 diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stderr.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..05bce9e44d0fc8e6e5a09afc4a9540de3594cf23 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stderr.txt @@ -0,0 +1,328 @@ +2022-10-04 14:36:21.481407: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:23.896884: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:42:23.898746: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 14:42:24.059879: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:42:24.060042: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:24.080757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:42:24.080825: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:42:24.092510: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:42:24.098004: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:42:24.116022: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:42:24.121256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:42:24.122423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:42:24.126798: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:42:24.127130: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 14:42:24.127192: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:42:24.128782: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:42:24.128810: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:24.128827: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:42:24.128841: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:42:24.128863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:42:24.128877: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:42:24.128889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:42:24.128901: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:42:24.128914: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:42:24.131969: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:42:24.133235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:25.591616: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 14:42:25.591791: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 14:42:25.591803: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 14:42:25.597996: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-04 14:42:27.119127: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 14:42:27.126578: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 14:42:27.276741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:42:28.616781: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:42:28.623828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:42:54.082127: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:55.513483: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:42:55.514186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 14:42:55.597361: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:42:55.597483: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:55.599574: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:42:55.599651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:42:55.600646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:42:55.600859: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:42:55.603240: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:42:55.603715: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:42:55.603860: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:42:55.605549: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:42:55.605884: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 14:42:55.605985: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:42:55.606803: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:42:55.606846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:55.606893: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:42:55.606915: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:42:55.606938: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:42:55.606952: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:42:55.606963: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:42:55.606974: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:42:55.606985: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:42:55.608502: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:42:55.608532: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:42:56.231223: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 14:42:56.231346: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 14:42:56.231359: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 14:42:56.234010: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-04 14:47:10.937327: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 14:47:10.937713: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 14:47:12.180321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:47:12.658232: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:47:12.672607: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:47:15.804970: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-04 16:20:43.869622: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:20:46.202774: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:20:46.203858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:20:46.335402: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:20:46.335512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:20:46.337601: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:20:46.337649: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:20:46.338604: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:20:46.338783: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:20:46.340839: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:20:46.341270: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:20:46.341400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:20:46.342951: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:20:46.343250: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:20:46.343310: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:20:46.344107: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:20:46.344129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:20:46.344147: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:20:46.344161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:20:46.344174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:20:46.344186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:20:46.344198: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:20:46.344209: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:20:46.344221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:20:46.345703: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:20:46.345731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:20:46.832066: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:20:46.832184: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:20:46.832197: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:20:46.834820: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-04 16:21:55.538795: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:21:55.541595: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:21:55.611592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:21:56.072657: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:21:56.074840: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:23:47.764221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:23:49.860590: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:23:49.861699: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:23:49.994093: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:23:49.994226: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:23:49.996181: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:23:49.996228: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:23:49.997162: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:23:49.997345: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:23:49.999385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:23:49.999805: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:23:49.999939: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:23:50.001482: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:23:50.001791: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:23:50.001921: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:23:50.002735: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:23:50.002763: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:23:50.002780: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:23:50.002795: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:23:50.002808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:23:50.002820: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:23:50.002832: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:23:50.002844: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:23:50.002870: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:23:50.004384: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:23:50.004414: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:23:50.477892: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:23:50.478063: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:23:50.478076: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:23:50.480857: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 16:24:57.450670: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:24:57.452615: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:24:57.498543: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:24:57.944418: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:24:57.945927: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:26:41.741918: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:26:43.795837: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:26:43.796790: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:26:43.926510: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:26:43.926658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:26:43.928940: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:26:43.928986: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:26:43.929927: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:26:43.930119: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:26:43.932511: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:26:43.932949: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:26:43.933081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:26:43.934681: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:26:43.934975: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:26:43.935052: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:26:43.935875: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:26:43.935897: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:26:43.935916: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:26:43.935931: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:26:43.935976: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:26:43.935991: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:26:43.936005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:26:43.936018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:26:43.936031: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:26:43.937582: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:26:43.937613: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:26:44.405406: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:26:44.405513: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:26:44.405526: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:26:44.408130: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-04 16:27:51.444918: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:27:51.446370: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:27:51.476585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:27:51.910889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:27:51.912355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:28:45.262147: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:28:46.294213: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:28:46.295010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:28:46.426534: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:28:46.426712: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:28:46.428941: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:28:46.428993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:28:46.429947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:28:46.430125: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:28:46.432273: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:28:46.432724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:28:46.432845: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:28:46.434425: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:28:46.434714: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:28:46.434782: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:28:46.435584: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:28:46.435611: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:28:46.435627: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:28:46.435640: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:28:46.435652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:28:46.435664: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:28:46.435676: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:28:46.435688: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:28:46.435700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:28:46.437231: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:28:46.437267: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:28:46.928607: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:28:46.928786: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:28:46.928815: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:28:46.931496: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 16:28:59.811788: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:28:59.812300: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:28:59.987822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:29:00.496059: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:29:00.497736: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//footprints’: File exists +2022-10-04 16:30:29.601935: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:30:30.647614: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:30:30.648447: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:30:30.779158: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:30:30.779432: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:30:30.782011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:30:30.782074: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:30:30.783043: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:30:30.783229: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:30:30.785450: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:30:30.785881: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:30:30.786014: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:30:30.787690: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:30:30.787986: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:30:30.788062: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:30:30.788864: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:30:30.788956: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:30:30.788977: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:30:30.788993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:30:30.789008: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:30:30.789022: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:30:30.789036: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:30:30.789050: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:30:30.789063: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:30:30.790574: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:30:30.790612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:30:31.291088: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:30:31.291231: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:30:31.291245: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:30:31.293925: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-04 16:30:44.686678: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:30:44.687311: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:30:44.807947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:30:45.347707: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:30:45.349265: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stdout.txt b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d23f9c877458c3f89117d7d3fdbe3bc33748079f --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR000EMJ/logfile.modelling.fold_1.ENCSR000EMJ.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR000EMJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..278c9fcaed7844fa7459a62508c173277d8190a4 --- /dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR000EMJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cb4e46d029a8772f078223a3d996ad2efd9ed02f1500f34f48e98cf61a04ddb +size 26081280 diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.args.json b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.args.json new file mode 100644 index 0000000000000000000000000000000000000000..414c852fbeb11a3c65e7acce10246402c8b2a0d0 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.batch_loss.tsv b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9e628959cbde9126ae65a3b0058b8c2a4eaa34f3 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.batch_loss.tsv @@ -0,0 +1,50509 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 5.81008243560791 1667.3748779296875 1513.40771484375 None None None +0 1 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1892 2.115257501602173 1224.4788818359375 1168.4228515625 None None None +0 1893 2.114558696746826 1224.362548828125 1168.3250732421875 None None None +0 1894 2.114128589630127 1224.301513671875 1168.275390625 None None None +0 1895 2.1134634017944336 1224.1962890625 1168.187744140625 None None None +0 1896 2.11283802986145 1224.1578369140625 1168.1658935546875 None None None +0 1897 2.112288475036621 1223.983154296875 1168.0059814453125 None None None +0 1898 2.1117353439331055 1223.97119140625 1168.008544921875 None None None +0 1899 2.1112301349639893 1223.933349609375 1167.98388671875 None None None +0 1900 2.1106507778167725 1223.86279296875 1167.9287109375 None None None +0 1901 2.1101362705230713 1223.7340087890625 1167.8135986328125 None None None +0 1902 2.1096177101135254 1223.7523193359375 1167.8455810546875 None None None +0 1903 2.109035015106201 1223.53125 1167.6400146484375 None None None +0 1904 2.108428478240967 1223.3558349609375 1167.4808349609375 None None None +0 1905 2.107795238494873 1223.2926025390625 1167.4342041015625 None None None +0 1906 2.1071972846984863 1223.28271484375 1167.4403076171875 None None None +0 1907 2.1066877841949463 1223.1759033203125 1167.3470458984375 None None None +0 1908 2.1061196327209473 1223.0802001953125 1167.266357421875 None None None +0 1909 2.1054880619049072 1223.11328125 1167.316162109375 None None None +0 1910 2.1050868034362793 1223.0084228515625 1167.221923828125 None None None +0 1911 2.104405164718628 1222.96142578125 1167.19287109375 None None None +0 1912 2.1040022373199463 1223.1226806640625 1167.36474609375 None None None +0 1913 2.103464365005493 1223.05126953125 1167.3076171875 None None None +0 1914 2.103046178817749 1223.0362548828125 1167.3037109375 None None None +0 1915 2.102674961090088 1223.074951171875 1167.3521728515625 None None None +0 1916 2.1021692752838135 1223.107666015625 1167.3983154296875 None None None +0 1917 2.101696014404297 1223.06884765625 1167.3720703125 None None None +0 1918 2.101099729537964 1223.135986328125 1167.454833984375 None None None +0 1919 2.100752592086792 1223.0201416015625 1167.3482666015625 None None None +0 1920 2.10048770904541 1223.0440673828125 1167.379150390625 None None None +0 1921 2.0999631881713867 1222.977783203125 1167.326904296875 None None None +0 1922 2.0993704795837402 1222.92138671875 1167.2861328125 None None None +0 1923 2.0990793704986572 1222.9775390625 1167.35009765625 None None None +0 1924 2.0986485481262207 1222.9217529296875 1167.3056640625 None None None +0 1925 2.098111629486084 1222.88623046875 1167.2843017578125 None None None +0 1926 2.0976216793060303 1222.789306640625 1167.2003173828125 None None None +0 1927 2.0971217155456543 1222.7996826171875 1167.2239990234375 None None None +0 1928 2.096403121948242 1222.7322998046875 1167.175537109375 None None None +0 1929 2.0958306789398193 1222.7373046875 1167.1956787109375 None None None +0 1930 2.0952303409576416 1222.80419921875 1167.2783203125 None None None +0 1931 2.094799280166626 1222.734130859375 1167.2197265625 None None None +0 1932 2.0943045616149902 1222.720458984375 1167.2191162109375 None None None +0 1933 2.093740224838257 1222.609375 1167.1229248046875 None None None +0 1934 2.0933353900909424 1222.638671875 1167.1630859375 None None None +0 1935 2.0927734375 1222.623046875 1167.1624755859375 None None None +0 1936 2.092172145843506 1222.51513671875 1167.0704345703125 None None None +0 1937 2.091805934906006 1222.4197998046875 1166.9847412109375 None None None +0 1938 2.09136700630188 1222.542236328125 1167.118896484375 None None None +0 1939 2.09089732170105 1222.442138671875 1167.0313720703125 None None None +0 1940 2.090161085128784 1222.320556640625 1166.9293212890625 None None None +0 1941 2.089839220046997 1222.2978515625 1166.9150390625 None None None +0 1942 2.08925461769104 1222.3172607421875 1166.949951171875 None None None +0 1943 2.088627338409424 1222.264404296875 1166.91357421875 None None None +0 1944 2.0880045890808105 1222.2388916015625 1166.9046630859375 None None None +0 1945 2.0873186588287354 1222.0377197265625 1166.7215576171875 None None None +0 1946 2.0868020057678223 1221.9525146484375 1166.650146484375 None None None +0 1947 2.086210012435913 1221.896240234375 1166.609619140625 None None None +0 1948 2.085675001144409 1221.8341064453125 1166.5616455078125 None None None +0 1949 2.0850276947021484 1221.6683349609375 1166.4129638671875 None None None +0 1950 2.0845625400543213 1221.6492919921875 1166.40625 None None None +0 1951 2.0839309692382812 1221.5064697265625 1166.2801513671875 None None None +0 1952 2.083400011062622 1221.4364013671875 1166.2242431640625 None None None +0 1953 2.082874298095703 1221.3988037109375 1166.2005615234375 None None None +0 1954 2.082210063934326 1221.343994140625 1166.1632080078125 None None None +0 1955 2.081632137298584 1221.2568359375 1166.0914306640625 None None None +0 1956 2.0810811519622803 1221.190673828125 1166.039794921875 None None None +0 1957 2.0806400775909424 1221.17138671875 1166.0321044921875 None None None +0 1958 2.0802001953125 1221.072998046875 1165.9454345703125 None None None +0 1959 2.0796802043914795 1220.9542236328125 1165.8404541015625 None None None +0 1960 2.079319715499878 1220.9959716796875 1165.891845703125 None None None +0 1961 2.078932523727417 1221.0159912109375 1165.922119140625 None None None +0 1962 2.0782828330993652 1220.9219970703125 1165.84521484375 None None None +0 1963 2.0778908729553223 1220.9716796875 1165.9053955078125 None None None +0 1964 2.077298879623413 1220.9241943359375 1165.8736572265625 None None None +0 1965 2.076871633529663 1220.924072265625 1165.884765625 None None None +0 1966 2.076262950897217 1220.82177734375 1165.7987060546875 None None None +0 1967 2.0756258964538574 1220.7208251953125 1165.7147216796875 None None None +0 1968 2.0750784873962402 1220.6575927734375 1165.6658935546875 None None None +0 1969 2.074517250061035 1220.553466796875 1165.57666015625 None None None +0 1970 2.07399320602417 1220.52099609375 1165.5579833984375 None None None +0 1971 2.073425769805908 1220.5279541015625 1165.5799560546875 None None None +0 1972 2.072951316833496 1220.417724609375 1165.482421875 None None None +0 1973 2.072364568710327 1220.290283203125 1165.3704833984375 None None None +0 1974 2.072063446044922 1220.3721923828125 1165.46044921875 None None None +0 1975 2.0717294216156006 1220.2896728515625 1165.3868408203125 None None None +0 1976 2.0713038444519043 1220.307373046875 1165.415771484375 None None None +0 1977 2.070795774459839 1220.2481689453125 1165.3699951171875 None None None +0 1978 2.0703229904174805 1220.1806640625 1165.3148193359375 None None None +0 1979 2.069746971130371 1220.064697265625 1165.2142333984375 None None None +0 1980 2.069173574447632 1220.2100830078125 1165.374755859375 None None None +0 1981 2.0688366889953613 1220.1375732421875 1165.3111572265625 None None None +0 1982 2.0685243606567383 1220.036865234375 1165.21875 None None None +0 1983 2.0682005882263184 1220.0185546875 1165.208984375 None None None +0 1984 2.067863702774048 1220.098876953125 1165.29833984375 None None None +0 1985 2.067323684692383 1220.0321044921875 1165.245849609375 None None None +0 1986 2.066718816757202 1219.8916015625 1165.1214599609375 None None None +0 1987 2.066406011581421 1219.842529296875 1165.0806884765625 None None None +0 1988 2.065875291824341 1219.7598876953125 1165.0120849609375 None None None +0 1989 2.065451145172119 1219.6865234375 1164.9500732421875 None None None +0 1990 2.0649518966674805 1219.542236328125 1164.8189697265625 None None None +0 1991 2.064542770385742 1219.4498291015625 1164.7374267578125 None None None +0 1992 2.063945770263672 1219.4317626953125 1164.7352294921875 None None None +0 1993 2.0633654594421387 1219.344482421875 1164.6632080078125 None None None +0 1994 2.06282377243042 1219.29541015625 1164.6285400390625 None None None +0 1995 2.0623247623443604 1219.17578125 1164.52197265625 None None None +0 1996 2.0620784759521484 1219.086669921875 1164.439453125 None None None +0 1997 2.0616157054901123 1219.109375 1164.4744873046875 None None None +0 1998 2.061183452606201 1219.14599609375 1164.5224609375 None None None +0 1999 2.0606603622436523 1219.1904296875 1164.580810546875 None None None +0 2000 2.060224771499634 1219.1588134765625 1164.560791015625 None None None +0 2001 2.059753656387329 1219.098876953125 1164.5133056640625 None None None +0 2002 2.0592916011810303 1219.043212890625 1164.4698486328125 None None None +0 2003 2.058746576309204 1218.9742431640625 1164.4154052734375 None None None +0 2004 2.058152675628662 1218.8343505859375 1164.291259765625 None None None +0 2005 2.0577101707458496 1218.983154296875 1164.4517822265625 None None None +0 2006 2.0572407245635986 1218.9935302734375 1164.474609375 None None None +0 2007 2.0566625595092773 1218.8585205078125 1164.3548583984375 None None None +0 2008 2.056201934814453 1218.7452392578125 1164.2537841796875 None None None +0 2009 2.0557010173797607 1218.7213134765625 1164.2431640625 None None None +0 2010 2.0552361011505127 1218.6722412109375 1164.20654296875 None None None +0 2011 2.0547924041748047 1218.6451416015625 1164.1912841796875 None None None +0 2012 2.054243326187134 1218.7027587890625 1164.263427734375 None None None +0 2013 2.053892135620117 1218.6339111328125 1164.203857421875 None None None +0 2014 2.0534584522247314 1218.7359619140625 1164.3173828125 None None None +0 2015 2.0534069538116455 1218.8529052734375 1164.4356689453125 None None None +0 2016 2.053013801574707 1218.8448486328125 1164.4381103515625 None None None +0 2017 2.052457571029663 1218.7547607421875 1164.3626708984375 None None None +0 2018 2.051990032196045 1218.8033447265625 1164.4237060546875 None None None +0 2019 2.051616668701172 1218.7132568359375 1164.3436279296875 None None None +0 2020 2.0511748790740967 1218.66552734375 1164.3076171875 None None None +0 2021 2.0507113933563232 1218.6561279296875 1164.3104248046875 None None None +0 2022 2.050295352935791 1218.5721435546875 1164.2374267578125 None None None +0 2023 2.049701690673828 1218.4329833984375 1164.114013671875 None None None +0 2024 2.0490763187408447 1218.3922119140625 1164.0899658203125 None None None +0 2025 2.0484962463378906 1218.3231201171875 1164.0361328125 None None None +0 2026 2.0479164123535156 1218.2315673828125 1163.9600830078125 None None None +0 2027 2.047522783279419 1218.16748046875 1163.9066162109375 None None None +0 2028 2.0473949909210205 1218.20458984375 1163.9468994140625 None None None +0 2029 2.0470130443573 1218.151123046875 1163.903564453125 None None None +0 2030 2.0465736389160156 1217.9932861328125 1163.7574462890625 None None None +0 2031 2.046293020248413 1218.052734375 1163.8243408203125 None None None +0 2032 2.045842409133911 1218.028076171875 1163.8115234375 None None None +0 2033 2.045511245727539 1217.871826171875 1163.6640625 None None None +0 2034 2.0450541973114014 1217.8487548828125 1163.6531982421875 None None None +0 2035 2.0449142456054688 1217.824462890625 1163.632568359375 None None None +0 2036 2.0443103313446045 1217.6553955078125 1163.4794921875 None None None +0 2037 2.0439629554748535 1217.705322265625 1163.53857421875 None None None +0 2038 2.043597936630249 1217.805908203125 1163.6488037109375 None None None +0 2039 2.043271541595459 1217.8323974609375 1163.68408203125 None None None +0 2040 2.042794704437256 1217.74951171875 1163.61376953125 None None None +0 2041 2.042250394821167 1217.782958984375 1163.6617431640625 None None None +0 2042 2.041881799697876 1217.76806640625 1163.656494140625 None None None +0 2043 2.0412330627441406 1217.7337646484375 1163.639404296875 None None None +0 2044 2.040879249572754 1217.739013671875 1163.6541748046875 None None None +0 2045 2.040562152862549 1217.818115234375 1163.74169921875 None None None +0 2046 2.0400631427764893 1217.743408203125 1163.68017578125 None None None +0 2047 2.0394256114959717 1217.59619140625 1163.5499267578125 None None None +0 2048 2.0389649868011475 1217.57275390625 1163.5386962890625 None None None +0 2049 2.038323163986206 1217.53759765625 1163.5205078125 None None None +0 2050 2.0379724502563477 1217.3704833984375 1163.362548828125 None None None +0 2051 2.037557601928711 1217.3118896484375 1163.3150634765625 None None None +0 2052 2.0370213985443115 1217.19970703125 1163.217041015625 None None None +0 2053 2.036707639694214 1217.0364990234375 1163.0621337890625 None None None +0 2054 2.036311388015747 1216.937255859375 1162.9732666015625 None None None +0 2055 2.035921096801758 1216.94873046875 1162.9949951171875 None None None +0 2056 2.0353941917419434 1216.7890625 1162.8494873046875 None None None +0 2057 2.034933567047119 1216.67529296875 1162.7476806640625 None None None +0 2058 2.0345139503479004 1216.4920654296875 1162.57568359375 None None None +0 2059 2.0340895652770996 1216.4053955078125 1162.500244140625 None None None +0 2060 2.0338096618652344 1216.46630859375 1162.568603515625 None None None +0 2061 2.0333592891693115 1216.403076171875 1162.517333984375 None None None +0 2062 2.0331175327301025 1216.3736572265625 1162.4942626953125 None None None +0 2063 2.032877206802368 1216.29736328125 1162.4244384765625 None None None +0 2064 2.032670021057129 1216.3355712890625 1162.4681396484375 None None None +0 2065 2.0322115421295166 1216.2645263671875 1162.4091796875 None None None +0 2066 2.0316567420959473 1216.2923583984375 1162.45166015625 None None None +0 2067 2.0312092304229736 1216.1536865234375 1162.324951171875 None None None +0 2068 2.0307767391204834 1216.124755859375 1162.3074951171875 None None None +0 2069 2.030463933944702 1216.052001953125 1162.2430419921875 None None None +0 2070 2.029971122741699 1215.9742431640625 1162.1783447265625 None None None +0 2071 2.029655694961548 1215.96630859375 1162.1787109375 None None None +0 2072 2.0292484760284424 1215.93798828125 1162.1611328125 None None None +0 2073 2.0289113521575928 1215.96875 1162.200927734375 None None None +0 2074 2.0284202098846436 1215.9351806640625 1162.1802978515625 None None None +0 2075 2.0280818939208984 1215.9256591796875 1162.1798095703125 None None None +0 2076 2.0277366638183594 1215.72802734375 1161.9913330078125 None None None +0 2077 2.027273654937744 1215.6729736328125 1161.9486083984375 None None None +0 2078 2.0267975330352783 1215.621826171875 1161.909912109375 None None None +0 2079 2.0263664722442627 1215.60546875 1161.905029296875 None None None +0 2080 2.0259993076324463 1215.5888671875 1161.898193359375 None None None +0 2081 2.025561571121216 1215.48388671875 1161.8048095703125 None None None +0 2082 2.025088310241699 1215.4705810546875 1161.8040771484375 None None None +0 2083 2.024630069732666 1215.4454345703125 1161.7911376953125 None None None +0 2084 2.024160623550415 1215.4320068359375 1161.7900390625 None None None +0 2085 2.023603677749634 1215.4500732421875 1161.822998046875 None None None +0 2086 2.023135185241699 1215.474365234375 1161.859619140625 None None None +0 2087 2.0226712226867676 1215.4166259765625 1161.8143310546875 None None None +0 2088 2.0221524238586426 1215.3740234375 1161.785400390625 None None None +0 2089 2.0216104984283447 1215.1973876953125 1161.6231689453125 None None None +0 2090 2.0210580825805664 1215.0977783203125 1161.538330078125 None None None +0 2091 2.0205583572387695 1215.025390625 1161.479248046875 None None None +0 2092 2.02032208442688 1215.09814453125 1161.5582275390625 None None None +0 2093 2.019852638244629 1215.0816650390625 1161.5543212890625 None None None +0 2094 2.0194942951202393 1215.1514892578125 1161.6336669921875 None None None +0 2095 2.019217014312744 1215.1468505859375 1161.636474609375 None None None +0 2096 2.0189061164855957 1215.1746826171875 1161.6724853515625 None None None +0 2097 2.0185587406158447 1215.1060791015625 1161.613037109375 None None None +0 2098 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None +2 1815 0.969170093536377 1062.2913818359375 1036.6080322265625 None None None +2 1816 0.9691073298454285 1062.2816162109375 1036.5999755859375 None None None +2 1817 0.9690810441970825 1062.22998046875 1036.5489501953125 None None None +2 1818 0.969082772731781 1062.2109375 1036.5299072265625 None None None +2 1819 0.969076931476593 1062.380859375 1036.699951171875 None None None +2 1820 0.9689649939537048 1062.34326171875 1036.6651611328125 None None None +2 1821 0.9690768122673035 1062.4356689453125 1036.7547607421875 None None None +2 1822 0.968939483165741 1062.5262451171875 1036.8489990234375 None None None +2 1823 0.9689128994941711 1062.511474609375 1036.8349609375 None None None +2 1824 0.9687451720237732 1062.604736328125 1036.9326171875 None None None +2 1825 0.9687207937240601 1062.571044921875 1036.8995361328125 None None None +2 1826 0.9687262177467346 1062.702392578125 1037.03076171875 None None None +2 1827 0.9687373638153076 1062.627197265625 1036.9552001953125 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0.9692195057868958 1062.3436279296875 1036.658935546875 None None None +2 1854 0.9692122340202332 1062.4266357421875 1036.7421875 None None None +2 1855 0.9691914916038513 1062.568115234375 1036.88427734375 None None None +2 1856 0.9690831303596497 1062.5716552734375 1036.8907470703125 None None None +2 1857 0.9693939685821533 1062.558349609375 1036.869140625 None None None +2 1858 0.9693613052368164 1062.510986328125 1036.822509765625 None None None +2 1859 0.9693166613578796 1062.5279541015625 1036.8408203125 None None None +2 1860 0.9695237278938293 1062.5657958984375 1036.8731689453125 None None None +2 1861 0.9694362282752991 1062.47412109375 1036.7838134765625 None None None +2 1862 0.9694565534591675 1062.385986328125 1036.695068359375 None None None +2 1863 0.9693043231964111 1062.2825927734375 1036.5958251953125 None None None +2 1864 0.9693055748939514 1062.4638671875 1036.7769775390625 None None None +2 1865 0.9692150950431824 1062.455078125 1036.770751953125 None None None 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1904 0.9698547720909119 1062.8961181640625 1037.1949462890625 None None None +2 1905 0.9698971509933472 1062.8470458984375 1037.1446533203125 None None None +2 1906 0.9699113965034485 1063.0068359375 1037.3040771484375 None None None +2 1907 0.9698875546455383 1063.01220703125 1037.3101806640625 None None None +2 1908 0.9698689579963684 1063.1195068359375 1037.4178466796875 None None None +2 1909 0.9697205424308777 1063.0267333984375 1037.3291015625 None None None +2 1910 0.969595730304718 1063.0843505859375 1037.3900146484375 None None None +2 1911 0.9695603251457214 1063.1768798828125 1037.4833984375 None None None +2 1912 0.9695647954940796 1063.160888671875 1037.46728515625 None None None +2 1913 0.9694778919219971 1063.1297607421875 1037.4384765625 None None None +2 1914 0.9695149660110474 1063.1260986328125 1037.433837890625 None None None +2 1915 0.9697339534759521 1063.1531982421875 1037.455078125 None None None +2 1916 0.9696836471557617 1063.1219482421875 1037.4251708984375 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1037.5980224609375 None None None +2 1930 0.9709095358848572 1063.5924072265625 1037.8631591796875 None None None +2 1931 0.9711424708366394 1063.5906982421875 1037.855224609375 None None None +2 1932 0.9711831212043762 1063.5621337890625 1037.8255615234375 None None None +2 1933 0.9711186289787292 1063.4678955078125 1037.7330322265625 None None None +2 1934 0.9711785316467285 1063.59228515625 1037.8558349609375 None None None +2 1935 0.971251904964447 1063.6444091796875 1037.906005859375 None None None +2 1936 0.9711611866950989 1063.732177734375 1037.99609375 None None None +2 1937 0.971341609954834 1063.810791015625 1038.0699462890625 None None None +2 1938 0.9712889790534973 1063.869873046875 1038.13037109375 None None None +2 1939 0.9714146852493286 1063.8375244140625 1038.0947265625 None None None +2 1940 0.9712753891944885 1063.7928466796875 1038.0537109375 None None None +2 1941 0.9712421298027039 1063.8436279296875 1038.1053466796875 None None None +2 1942 0.9713761210441589 1063.897216796875 1038.155517578125 None None None +2 1943 0.9713816046714783 1063.844970703125 1038.10302734375 None None None +2 1944 0.9712870121002197 1063.83544921875 1038.095947265625 None None None +2 1945 0.9713402390480042 1063.771484375 1038.030517578125 None None None +2 1946 0.9714267253875732 1063.778076171875 1038.0347900390625 None None None +2 1947 0.9713475704193115 1063.6588134765625 1037.917724609375 None None None +2 1948 0.9712914824485779 1063.7509765625 1038.01123046875 None None None +2 1949 0.971228837966919 1063.76708984375 1038.029052734375 None None None +2 1950 0.9712024331092834 1063.853515625 1038.1162109375 None None None +2 1951 0.9712550640106201 1063.859375 1038.1207275390625 None None None +2 1952 0.9711573123931885 1063.90673828125 1038.1705322265625 None None None +2 1953 0.9711366891860962 1063.98193359375 1038.2462158203125 None None None +2 1954 0.971149742603302 1064.0882568359375 1038.352294921875 None None None +2 1955 0.9711642265319824 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0.9709200859069824 1063.5167236328125 1037.7869873046875 None None None +2 1969 0.9710167646408081 1063.5303955078125 1037.7979736328125 None None None +2 1970 0.9710530638694763 1063.4501953125 1037.7169189453125 None None None +2 1971 0.9709913730621338 1063.397216796875 1037.66552734375 None None None +2 1972 0.9709534645080566 1063.4034423828125 1037.6728515625 None None None +2 1973 0.9710440635681152 1063.4573974609375 1037.724365234375 None None None +2 1974 0.9710997343063354 1063.380126953125 1037.6456298828125 None None None +2 1975 0.9710652828216553 1063.378173828125 1037.64453125 None None None +2 1976 0.9710508584976196 1063.3739013671875 1037.6407470703125 None None None +2 1977 0.9709948301315308 1063.3848876953125 1037.6531982421875 None None None +2 1978 0.9709041714668274 1063.3416748046875 1037.6124267578125 None None None +2 1979 0.9708538055419922 1063.28857421875 1037.5606689453125 None None None +2 1980 0.9709029793739319 1063.30419921875 1037.574951171875 None None None +2 1981 0.9706977009773254 1063.3782958984375 1037.654541015625 None None None +2 1982 0.9706003069877625 1063.287109375 1037.56591796875 None None None +2 1983 0.9705954790115356 1063.210205078125 1037.4891357421875 None None None +2 1984 0.970670759677887 1063.28955078125 1037.56640625 None None None +2 1985 0.9707250595092773 1063.315673828125 1037.5911865234375 None None None +2 1986 0.970733642578125 1063.3961181640625 1037.67138671875 None None None +2 1987 0.9707273840904236 1063.364501953125 1037.6400146484375 None None None +2 1988 0.9705950617790222 1063.31103515625 1037.5902099609375 None None None +2 1989 0.9705837368965149 1063.407470703125 1037.68701171875 None None None +2 1990 0.9706781506538391 1063.5640869140625 1037.8409423828125 None None None +2 1991 0.9706597328186035 1063.638916015625 1037.9163818359375 None None None +2 1992 0.9706724286079407 1063.6015625 1037.878662109375 None None None +2 1993 0.9707698225975037 1063.6558837890625 1037.930419921875 None None None +2 1994 0.9706630110740662 1063.5804443359375 1037.8577880859375 None None None +2 1995 0.970615029335022 1063.646728515625 1037.9254150390625 None None None +2 1996 0.9706147313117981 1063.6700439453125 1037.94873046875 None None None +2 1997 0.9707575440406799 1063.7188720703125 1037.993896484375 None None None +2 1998 0.970646858215332 1063.740234375 1038.0181884765625 None None None +2 1999 0.9704940915107727 1063.73486328125 1038.0169677734375 None None None +2 2000 0.970558762550354 1063.7186279296875 1037.9989013671875 None None None +2 2001 0.9704256653785706 1063.708984375 1037.9927978515625 None None None +2 2002 0.9703928232192993 1063.783447265625 1038.068115234375 None None None +2 2003 0.9703543186187744 1063.7547607421875 1038.04052734375 None None None +2 2004 0.9704559445381165 1063.7418212890625 1038.0247802734375 None None None +2 2005 0.9703986048698425 1063.79833984375 1038.0828857421875 None None None +2 2006 0.9704373478889465 1063.73828125 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1017.515625 995.0437622070312 None None None +5 1932 0.8479223251342773 1017.4177856445312 994.94775390625 None None None +5 1933 0.8478423357009888 1017.2740478515625 994.8062133789062 None None None +5 1934 0.8478015065193176 1017.3257446289062 994.8589477539062 None None None +5 1935 0.847923219203949 1017.298095703125 994.8280029296875 None None None +5 1936 0.84816974401474 1017.2567749023438 994.7802124023438 None None None +5 1937 0.8481075167655945 1017.2240600585938 994.7491455078125 None None None +5 1938 0.8481740355491638 1017.1240844726562 994.6474609375 None None None +5 1939 0.8481632471084595 1016.9673461914062 994.490966796875 None None None +5 1940 0.8480535745620728 1016.9840698242188 994.5106201171875 None None None +5 1941 0.8480855822563171 1016.9803466796875 994.5060424804688 None None None +5 1942 0.8479661345481873 1016.9327392578125 994.4616088867188 None None None +5 1943 0.8480492830276489 1017.01025390625 994.5369873046875 None None None +5 1944 0.8479029536247253 1017.032470703125 994.5630493164062 None None None +5 1945 0.8478419184684753 1017.0652465820312 994.5974731445312 None None None +5 1946 0.8479392528533936 1017.093017578125 994.6226806640625 None None None +5 1947 0.8479371666908264 1017.08447265625 994.6141967773438 None None None +5 1948 0.848137378692627 1017.1083984375 994.6328735351562 None None None +5 1949 0.8481241464614868 1016.9931030273438 994.5180053710938 None None None +5 1950 0.8480678200721741 1017.0614624023438 994.5877685546875 None None None +5 1951 0.8480810523033142 1017.0601196289062 994.5861206054688 None None None +5 1952 0.8479917645454407 1017.1044311523438 994.6328125 None None None +5 1953 0.847941517829895 1017.0186157226562 994.5482788085938 None None None +5 1954 0.8479028344154358 1017.0609741210938 994.5916748046875 None None None +5 1955 0.848074734210968 1017.017578125 994.543701171875 None None None +5 1956 0.8481422066688538 1016.996337890625 994.5206909179688 None None None +5 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0.8481335639953613 1017.1475830078125 994.6719970703125 None None None +5 1996 0.8482270240783691 1017.09326171875 994.615234375 None None None +5 1997 0.8482853174209595 1017.0494995117188 994.5699462890625 None None None +5 1998 0.8483487963676453 1017.0121459960938 994.5309448242188 None None None +5 1999 0.8483708500862122 1017.0956420898438 994.6138916015625 None None None +5 2000 0.8482835292816162 1017.0751342773438 994.595703125 None None None +5 2001 0.8482948541641235 1017.072265625 994.592529296875 None None None +5 2002 0.8483549952507019 1017.1591186523438 994.6777954101562 None None None +5 2003 0.8483548164367676 1017.2092895507812 994.7279663085938 None None None +5 2004 0.8486344218254089 1017.2619018554688 994.773193359375 None None None +5 2005 0.8486735820770264 1017.2233276367188 994.733642578125 None None None +5 2006 0.8485985994338989 1017.2042236328125 994.7164916992188 None None None +5 2007 0.8486292362213135 1017.22265625 994.7340698242188 None None None +5 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None None +7 1922 0.7948498725891113 1001.0269775390625 979.9631958007812 None None None +7 1923 0.7948225736618042 1001.0925903320312 980.0294799804688 None None None +7 1924 0.7947841286659241 1001.1388549804688 980.0767211914062 None None None +7 1925 0.7948625087738037 1001.105224609375 980.041015625 None None None +7 1926 0.7948504686355591 1001.2990112304688 980.2351684570312 None None None +7 1927 0.7950743436813354 1001.2785034179688 980.2086791992188 None None None +7 1928 0.794970691204071 1001.33740234375 980.2703247070312 None None None +7 1929 0.7949842810630798 1001.4429321289062 980.3755493164062 None None None +7 1930 0.7949244379997253 1001.4601440429688 980.3943481445312 None None None +7 1931 0.7949573397636414 1001.5238647460938 980.4572143554688 None None None +7 1932 0.7949753999710083 1001.4644775390625 980.3973388671875 None None None +7 1933 0.794956624507904 1001.3955688476562 980.3289184570312 None None None +7 1934 0.794988751411438 1001.33251953125 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1960 0.7959474325180054 1002.403564453125 981.310791015625 None None None +7 1961 0.7958470582962036 1002.4152221679688 981.3251342773438 None None None +7 1962 0.7957599759101868 1002.4153442382812 981.3275146484375 None None None +7 1963 0.7958436012268066 1002.4168090820312 981.3267211914062 None None None +7 1964 0.7958647012710571 1002.4767456054688 981.3860473632812 None None None +7 1965 0.7959694266319275 1002.4599609375 981.3665771484375 None None None +7 1966 0.7958510518074036 1002.3872680664062 981.2969970703125 None None None +7 1967 0.7958772778511047 1002.394775390625 981.3038330078125 None None None +7 1968 0.7959372401237488 1002.3988037109375 981.3062133789062 None None None +7 1969 0.7958868741989136 1002.4703369140625 981.379150390625 None None None +7 1970 0.7958376407623291 1002.531494140625 981.4415893554688 None None None +7 1971 0.7957903146743774 1002.5700073242188 981.4813842773438 None None None +7 1972 0.7957189083099365 1002.5546875 981.4678955078125 None None None +7 1973 0.7957899570465088 1002.5918579101562 981.503173828125 None None None +7 1974 0.7957896590232849 1002.6082763671875 981.5196533203125 None None None +7 1975 0.7958359718322754 1002.6842041015625 981.5943603515625 None None None +7 1976 0.7957056760787964 1002.6665649414062 981.5801391601562 None None None +7 1977 0.7956702709197998 1002.749755859375 981.6643676757812 None None None +7 1978 0.7955937385559082 1002.7351684570312 981.6517944335938 None None None +7 1979 0.795634925365448 1002.8419799804688 981.757568359375 None None None +7 1980 0.7956426739692688 1002.7963256835938 981.711669921875 None None None +7 1981 0.7955635786056519 1002.77294921875 981.6903686523438 None None None +7 1982 0.7955359816551208 1002.9357299804688 981.8538818359375 None None None +7 1983 0.795524001121521 1002.8638305664062 981.7822875976562 None None None +7 1984 0.7954163551330566 1002.80029296875 981.7216186523438 None None None +7 1985 0.7955355048179626 1002.8729248046875 981.7911376953125 None None None +7 1986 0.7955303192138672 1002.7938842773438 981.7122192382812 None None None +7 1987 0.795583188533783 1002.9618530273438 981.8788452148438 None None None +7 1988 0.7955760955810547 1002.9921875 981.9093627929688 None None None +7 1989 0.7956792712211609 1002.9370727539062 981.8515625 None None None +7 1990 0.7957186698913574 1003.0509643554688 981.96435546875 None None None +7 1991 0.79571932554245 1002.9896850585938 981.903076171875 None None None +7 1992 0.7956752777099609 1002.9878540039062 981.9024047851562 None None None +7 1993 0.7957100868225098 1002.9653930664062 981.8789672851562 None None None +7 1994 0.7956963181495667 1002.97216796875 981.8861083984375 None None None +7 1995 0.7957646250724792 1002.9432373046875 981.8554077148438 None None None +7 1996 0.795707106590271 1003.082275390625 981.9959716796875 None None None +7 1997 0.7957067489624023 1002.9785766601562 981.8922729492188 None None None +7 1998 0.7958319187164307 1003.045654296875 981.9560546875 None None None +7 1999 0.7959509491920471 1003.0169067382812 981.9241943359375 None None None +7 2000 0.7959315180778503 1003.0656127929688 981.973388671875 None None None +7 2001 0.7960097789764404 1003.1680297851562 982.07373046875 None None None +7 2002 0.796006977558136 1003.0963134765625 982.0020751953125 None None None +7 2003 0.7959409356117249 1003.067138671875 981.9746704101562 None None None +7 2004 0.795913577079773 1003.1271362304688 982.0352783203125 None None None +7 2005 0.7958210110664368 1003.206298828125 982.1170043945312 None None None +7 2006 0.7957667708396912 1003.2230224609375 982.1351318359375 None None None +7 2007 0.7957102656364441 1003.088623046875 982.0022583007812 None None None +7 2008 0.7957443594932556 1003.2255249023438 982.1383056640625 None None None +7 2009 0.795585036277771 1003.2477416992188 982.1647338867188 None None None +7 2010 0.7955484390258789 1003.351318359375 982.2692260742188 None None None +7 2011 0.7955203056335449 1003.314208984375 982.23291015625 None None None +7 2012 0.7955465912818909 1003.3433227539062 982.2613525390625 None None None +7 2013 0.7955087423324585 1003.4180297851562 982.3370361328125 None None None +7 2014 0.7955199480056763 1003.419189453125 982.3378295898438 None None None +7 2015 0.7956292033195496 1003.4542236328125 982.3699951171875 None None None +7 2016 0.7955151796340942 1003.4081420898438 982.326904296875 None None None +7 2017 0.7954304814338684 1003.5254516601562 982.4464111328125 None None None +7 2018 0.7953928709030151 1003.6597900390625 982.5817260742188 None None None +7 2019 0.7953368425369263 1003.6275634765625 982.551025390625 None None None +7 2020 0.7953009605407715 1003.5819091796875 982.50634765625 None None None +7 2021 0.7952569127082825 1003.5618286132812 982.4873657226562 None None None +7 2022 0.7953589558601379 1003.7056274414062 982.6284790039062 None None None +7 2023 0.7952468395233154 1003.6194458007812 982.5452880859375 None 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None +8 1895 0.7718098759651184 995.5431518554688 975.0899047851562 None None None +8 1896 0.7717560529708862 995.452392578125 975.0005493164062 None None None +8 1897 0.7716392278671265 995.4542846679688 975.0054931640625 None None None +8 1898 0.7716469168663025 995.4603271484375 975.0114135742188 None None None +8 1899 0.7715976238250732 995.54345703125 975.0958251953125 None None None +8 1900 0.7714417576789856 995.6665649414062 975.2230224609375 None None None +8 1901 0.7714360356330872 995.572021484375 975.128662109375 None None None +8 1902 0.7714555859565735 995.5802612304688 975.1364135742188 None None None +8 1903 0.7716398239135742 995.494140625 975.0453491210938 None None None +8 1904 0.7715869545936584 995.4061279296875 974.9588012695312 None None None +8 1905 0.7714969515800476 995.364013671875 974.9190673828125 None None None +8 1906 0.7715328931808472 995.3327026367188 974.8867797851562 None None None +8 1907 0.7716167569160461 995.337158203125 974.8890380859375 None None None +8 1908 0.7717670202255249 995.3101196289062 974.8580322265625 None None None +8 1909 0.7717783451080322 995.2413940429688 974.7889404296875 None None None +8 1910 0.7717451453208923 995.2496337890625 974.7980346679688 None None None +8 1911 0.7716648578643799 995.181396484375 974.7319946289062 None None None +8 1912 0.7716553211212158 995.2091064453125 974.7599487304688 None None None +8 1913 0.7717947363853455 995.1319580078125 974.67919921875 None None None +8 1914 0.7717852592468262 995.051025390625 974.5985107421875 None None None +8 1915 0.7717481851577759 995.0045776367188 974.5530395507812 None None None +8 1916 0.7715857028961182 995.085693359375 974.6383666992188 None None None +8 1917 0.7715492248535156 994.9857788085938 974.5394287109375 None None None +8 1918 0.7714084982872009 994.984130859375 974.5415649414062 None None None +8 1919 0.7713642716407776 994.943603515625 974.5021362304688 None None None +8 1920 0.7714428901672363 994.8978881835938 974.454345703125 None None None +8 1921 0.7716999650001526 994.9669189453125 974.5166015625 None None None +8 1922 0.771722137928009 994.9871826171875 974.5363159179688 None None None +8 1923 0.7717283368110657 995.105712890625 974.6546630859375 None None None +8 1924 0.7716676592826843 995.034912109375 974.58544921875 None None None +8 1925 0.7715731263160706 995.1089477539062 974.6620483398438 None None None +8 1926 0.771552324295044 995.0908813476562 974.6444702148438 None None None +8 1927 0.7714753746986389 995.0610961914062 974.6168212890625 None None None +8 1928 0.7714614868164062 995.006103515625 974.5621337890625 None None None +8 1929 0.7715895175933838 994.9413452148438 974.4940185546875 None None None +8 1930 0.771773636341095 995.0575561523438 974.6052856445312 None None None +8 1931 0.7717396020889282 995.1250610351562 974.6737060546875 None None None +8 1932 0.7716096043586731 995.1432495117188 974.6953125 None None None +8 1933 0.7716230154037476 995.1936645507812 974.745361328125 None None None +8 1934 0.7716470956802368 995.117431640625 974.6685180664062 None None None +8 1935 0.7715555429458618 995.017333984375 974.5708618164062 None None None +8 1936 0.7715543508529663 994.9556884765625 974.5092163085938 None None None +8 1937 0.7714948654174805 994.9148559570312 974.4699096679688 None None None +8 1938 0.7714902758598328 994.8858642578125 974.4411010742188 None None None +8 1939 0.7714821696281433 994.8131713867188 974.3685913085938 None None None +8 1940 0.7714890241622925 994.76220703125 974.3175048828125 None None None +8 1941 0.771428108215332 994.7306518554688 974.2875366210938 None None None +8 1942 0.7714825868606567 994.647216796875 974.20263671875 None None None +8 1943 0.7714281678199768 994.68603515625 974.242919921875 None None None +8 1944 0.7714990973472595 994.8224487304688 974.37744140625 None None None +8 1945 0.7715688347816467 994.8145141601562 974.36767578125 None None None +8 1946 0.7715216875076294 994.9059448242188 974.4603881835938 None None None +8 1947 0.771701991558075 994.8927001953125 974.4423217773438 None None None +8 1948 0.771671712398529 994.8809204101562 974.4313354492188 None None None +8 1949 0.771710991859436 995.01318359375 974.5625 None None None +8 1950 0.7716553211212158 995.0201416015625 974.5709838867188 None None None +8 1951 0.7717527747154236 995.1243896484375 974.6726684570312 None None None +8 1952 0.7716690301895142 995.1201171875 974.6705932617188 None None None +8 1953 0.7716012001037598 995.0637817382812 974.6160278320312 None None None +8 1954 0.7715889811515808 995.083251953125 974.6357421875 None None None +8 1955 0.7715936303138733 994.9652099609375 974.5176391601562 None None None +8 1956 0.7715476751327515 994.9641723632812 974.517822265625 None None None +8 1957 0.7715712189674377 994.876953125 974.4299926757812 None None None +8 1958 0.7716017961502075 994.9569091796875 974.5091552734375 None None None +8 1959 0.7716663479804993 994.8800659179688 974.4305419921875 None None None +8 1960 0.7715946435928345 994.9071655273438 974.4595336914062 None None None +8 1961 0.7717759013175964 994.83544921875 974.3829956054688 None None None +8 1962 0.7717995643615723 994.8522338867188 974.399169921875 None None None +8 1963 0.7716461420059204 994.9447021484375 974.4957885742188 None None None +8 1964 0.7716307640075684 994.8525390625 974.404052734375 None None None +8 1965 0.7715975046157837 994.7451171875 974.2974853515625 None None None +8 1966 0.7716661095619202 994.8189086914062 974.3694458007812 None None None +8 1967 0.7716342210769653 994.9848022460938 974.5361938476562 None None None +8 1968 0.7716730237007141 995.0836791992188 974.634033203125 None None None +8 1969 0.7717923521995544 995.1256103515625 974.6727905273438 None None None +8 1970 0.7717480659484863 995.1184692382812 974.6668090820312 None None None +8 1971 0.7716667652130127 995.2053833007812 974.755859375 None None None +8 1972 0.7715681791305542 995.1769409179688 974.7300415039062 None None None +8 1973 0.7715057134628296 995.2201538085938 974.77490234375 None None None +8 1974 0.7714091539382935 995.1973876953125 974.7546997070312 None None None +8 1975 0.7714723944664001 995.086669921875 974.6422729492188 None None None +8 1976 0.7714102864265442 995.1578979492188 974.7151489257812 None None None +8 1977 0.7713433504104614 995.16162109375 974.7206420898438 None None None +8 1978 0.7713609933853149 995.2218017578125 974.7803344726562 None None None +8 1979 0.7714383602142334 995.2338256835938 974.7903442382812 None None None +8 1980 0.771465003490448 995.1891479492188 974.7449340820312 None None None +8 1981 0.7714778184890747 995.2191772460938 974.7745971679688 None None None +8 1982 0.7714245319366455 995.2028198242188 974.7597045898438 None None None +8 1983 0.7713881731033325 995.0785522460938 974.6363525390625 None None None +8 1984 0.7712844014167786 995.0612182617188 974.6217651367188 None None None +8 1985 0.7712092399597168 995.0899658203125 974.6525268554688 None None None +8 1986 0.7710767984390259 995.0374755859375 974.6035766601562 None None None +8 1987 0.7711138725280762 995.1723022460938 974.7374267578125 None None None +8 1988 0.771110475063324 995.1556396484375 974.7208862304688 None None None +8 1989 0.7711281180381775 995.1600952148438 974.724853515625 None None None +8 1990 0.7712122797966003 995.220458984375 974.782958984375 None None None +8 1991 0.7713103890419006 995.1931762695312 974.7530517578125 None None None +8 1992 0.7712901830673218 995.1317749023438 974.6921997070312 None None None +8 1993 0.7713044881820679 995.1608276367188 974.7208862304688 None None None +8 1994 0.7712050080299377 995.083740234375 974.6464233398438 None None None +8 1995 0.7712414860725403 995.0577392578125 974.619384765625 None None None +8 1996 0.7712568640708923 995.0858154296875 974.6470336914062 None None None +8 1997 0.771255612373352 995.113037109375 974.67431640625 None None None +8 1998 0.771208643913269 995.0671997070312 974.6296997070312 None None None +8 1999 0.7711237072944641 995.0247802734375 974.589599609375 None None None +8 2000 0.7710005044937134 995.0081176757812 974.576171875 None None None +8 2001 0.7709398865699768 994.954345703125 974.5239868164062 None None None +8 2002 0.7709935307502747 994.9686279296875 974.5369262695312 None None None +8 2003 0.7708577513694763 994.9517211914062 974.5235595703125 None None None +8 2004 0.7708248496055603 994.9755859375 974.54833984375 None None None +8 2005 0.7707644701004028 994.9710083007812 974.5452880859375 None None None +8 2006 0.7708014845848083 994.9923095703125 974.565673828125 None None None +8 2007 0.770833432674408 995.1292114257812 974.7017211914062 None None None +8 2008 0.7707505226135254 995.1779174804688 974.7526245117188 None None None +8 2009 0.7707616090774536 995.1615600585938 974.7359619140625 None None None +8 2010 0.770738422870636 995.238037109375 974.8130493164062 None None None +8 2011 0.7707533240318298 995.2340698242188 974.8087768554688 None None None +8 2012 0.7706533074378967 995.1784057617188 974.7556762695312 None None None +8 2013 0.7706570029258728 995.2003173828125 974.7775268554688 None None None +8 2014 0.7706613540649414 995.2035522460938 974.7806396484375 None None None +8 2015 0.7706763744354248 995.220703125 974.7974243164062 None None None +8 2016 0.770755410194397 995.21826171875 974.7929077148438 None None None +8 2017 0.7707567811012268 995.1611328125 974.7357177734375 None None None +8 2018 0.7708705067634583 995.232666015625 974.8042602539062 None None None +8 2019 0.7707622647285461 995.330810546875 974.9053344726562 None None None +8 2020 0.7708238363265991 995.2992553710938 974.8720703125 None None None +8 2021 0.7708367705345154 995.3154296875 974.887939453125 None None None +8 2022 0.7709411978721619 995.298583984375 974.8683471679688 None None None +8 2023 0.7708646655082703 995.4075317382812 974.979248046875 None None None +8 2024 0.770983874797821 995.3527221679688 974.92138671875 None None None 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None None +10 1909 0.739429771900177 984.500244140625 964.9031982421875 None None None +10 1910 0.7394368648529053 984.4788818359375 964.8816528320312 None None None +10 1911 0.7394343614578247 984.5949096679688 964.9978637695312 None None None +10 1912 0.7393742203712463 984.5322875976562 964.9368286132812 None None None +10 1913 0.7393143773078918 984.5270385742188 964.93310546875 None None None +10 1914 0.7392824292182922 984.5420532226562 964.948974609375 None None None +10 1915 0.7393309473991394 984.4799194335938 964.8855590820312 None None None +10 1916 0.7393975257873535 984.4662475585938 964.8701171875 None None None +10 1917 0.7395757436752319 984.431640625 964.8307495117188 None None None +10 1918 0.7394856810569763 984.500732421875 964.9021606445312 None None None +10 1919 0.739385724067688 984.5103759765625 964.9144287109375 None None None +10 1920 0.7393175959587097 984.5324096679688 964.9382934570312 None None None +10 1921 0.7392969131469727 984.622802734375 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984.7119750976562 965.1303100585938 None None None +10 1935 0.7389366030693054 984.7987060546875 965.2147216796875 None None None +10 1936 0.7388765215873718 984.7509155273438 965.1685791015625 None None None +10 1937 0.7388080954551697 984.7354736328125 965.1549682617188 None None None +10 1938 0.7388051152229309 984.7421264648438 965.1617431640625 None None None +10 1939 0.7386853694915771 984.6629028320312 965.085693359375 None None None +10 1940 0.7385652661323547 984.75048828125 965.176513671875 None None None +10 1941 0.7385256290435791 984.7681274414062 965.1952514648438 None None None +10 1942 0.7385790944099426 984.8004760742188 965.2261352539062 None None None +10 1943 0.7385299801826477 984.79345703125 965.2203979492188 None None None +10 1944 0.7384723424911499 984.7625122070312 965.1909790039062 None None None +10 1945 0.7384790778160095 984.7415161132812 965.1697998046875 None None None +10 1946 0.738446056842804 984.7413330078125 965.1704711914062 None None None +10 1947 0.7384250164031982 984.8840942382812 965.3138427734375 None None None +10 1948 0.7385822534561157 984.8388671875 965.2644653320312 None None None +10 1949 0.7385455965995789 984.810791015625 965.2373046875 None None None +10 1950 0.7387048602104187 984.8999633789062 965.3223266601562 None None None +10 1951 0.73879474401474 984.97314453125 965.3931274414062 None None None +10 1952 0.7388471961021423 985.0283203125 965.4468994140625 None None None +10 1953 0.7387276291847229 985.1029052734375 965.5247192382812 None None None +10 1954 0.7387791275978088 985.2582397460938 965.6786499023438 None None None +10 1955 0.7387816309928894 985.2727661132812 965.693115234375 None None None +10 1956 0.7389737367630005 985.3014526367188 965.716796875 None None None +10 1957 0.7391448020935059 985.3228149414062 965.733642578125 None None None +10 1958 0.7391113042831421 985.3115844726562 965.7233276367188 None None None +10 1959 0.7391374111175537 985.310791015625 965.7218017578125 None None None +10 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None None +10 1973 0.7389500737190247 985.3567504882812 965.7728881835938 None None None +10 1974 0.7390119433403015 985.4281005859375 965.842529296875 None None None +10 1975 0.7389953136444092 985.4805908203125 965.8954467773438 None None None +10 1976 0.7389799952507019 985.3887329101562 965.8040161132812 None None None +10 1977 0.738879919052124 985.39404296875 965.8119506835938 None None None +10 1978 0.7387999892234802 985.35009765625 965.7701416015625 None None None +10 1979 0.7386646866798401 985.3309326171875 965.7545166015625 None None None +10 1980 0.7386244535446167 985.2491455078125 965.6737670898438 None None None +10 1981 0.7386293411254883 985.2990112304688 965.7235107421875 None None None +10 1982 0.738556981086731 985.3497314453125 965.7761840820312 None None None +10 1983 0.7386504411697388 985.329345703125 965.7532958984375 None None None +10 1984 0.7386703491210938 985.3353881835938 965.7587890625 None None None +10 1985 0.7386538982391357 985.334716796875 965.758544921875 None None None +10 1986 0.7387200593948364 985.3997192382812 965.8218383789062 None None None +10 1987 0.7390187978744507 985.4921875 965.9063720703125 None None None +10 1988 0.7389243841171265 985.4679565429688 965.8846435546875 None None None +10 1989 0.7389433979988098 985.5449829101562 965.961181640625 None None None +10 1990 0.7388799786567688 985.6170654296875 966.0349731445312 None None None +10 1991 0.7389923930168152 985.5259399414062 965.9407958984375 None None None +10 1992 0.7389722466468811 985.5 965.9154663085938 None None None +10 1993 0.7389791011810303 985.4774780273438 965.8927612304688 None None None +10 1994 0.7390437126159668 985.5537109375 965.9672241210938 None None None +10 1995 0.7390100955963135 985.4981689453125 965.91259765625 None None None +10 1996 0.7391101121902466 985.59912109375 966.0108642578125 None None None +10 1997 0.7390887141227722 985.6575317382812 966.0698852539062 None None None +10 1998 0.7390615940093994 985.6061401367188 966.0192260742188 None None None +10 1999 0.7390797138214111 985.6151123046875 966.0277709960938 None None None +10 2000 0.7389973402023315 985.6270751953125 966.0418701171875 None None None +10 2001 0.7390124797821045 985.681884765625 966.0962524414062 None None None +10 2002 0.7389046549797058 985.6690673828125 966.0863037109375 None None None +10 2003 0.7388503551483154 985.6176147460938 966.036376953125 None None None +10 2004 0.7387985587120056 985.5399169921875 965.9599609375 None None None +10 2005 0.7388285398483276 985.5216064453125 965.9408569335938 None None None +10 2006 0.7387698888778687 985.479248046875 965.9000244140625 None None None +10 2007 0.7387805581092834 985.574951171875 965.9954833984375 None None None +10 2008 0.738832950592041 985.5028686523438 965.9219970703125 None None None +10 2009 0.7388443946838379 985.5089721679688 965.927734375 None None None +10 2010 0.7388203144073486 985.4425659179688 965.8619995117188 None None None +10 2011 0.7388767004013062 985.341796875 965.759765625 None None None +10 2012 0.7389731407165527 985.3346557617188 965.75 None None None +10 2013 0.7389180660247803 985.1689453125 965.5857543945312 None None None +10 2014 0.7388316988945007 985.1199340820312 965.5390014648438 None None None +10 2015 0.7387760877609253 985.0503540039062 965.4710083007812 None None None +10 2016 0.7388872504234314 985.1841430664062 965.601806640625 None None None +10 2017 0.7387789487838745 985.1798706054688 965.6004028320312 None None None +10 2018 0.7387746572494507 985.0999145507812 965.5205688476562 None None None +10 2019 0.738797664642334 985.151611328125 965.5715942382812 None None None +10 2020 0.7387550473213196 985.236572265625 965.6576538085938 None None None +10 2021 0.7387403249740601 985.1683349609375 965.5897827148438 None None None +10 2022 0.738713800907135 985.2496948242188 965.6718139648438 None None None +10 2023 0.7387735843658447 985.290771484375 965.7113037109375 None None None +10 2024 0.7387271523475647 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None +11 1916 0.7149704694747925 983.7282104492188 964.7820434570312 None None None +11 1917 0.7149354219436646 983.8038940429688 964.858642578125 None None None +11 1918 0.7150321006774902 983.779541015625 964.8317260742188 None None None +11 1919 0.7150035500526428 983.8090209960938 964.8619995117188 None None None +11 1920 0.7149619460105896 983.7738647460938 964.827880859375 None None None +11 1921 0.7148226499557495 983.7830200195312 964.8407592773438 None None None +11 1922 0.7146422863006592 983.7921752929688 964.8546752929688 None None None +11 1923 0.7145407199859619 983.7971801757812 964.8624267578125 None None None +11 1924 0.7146167755126953 983.7018432617188 964.7650146484375 None None None +11 1925 0.714537501335144 983.6295776367188 964.69482421875 None None None +11 1926 0.7144509553909302 983.6264038085938 964.6939697265625 None None None +11 1927 0.7143940925598145 983.5387573242188 964.6078491210938 None None None +11 1928 0.7144438028335571 983.6512451171875 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983.466064453125 964.5352783203125 None None None +11 1942 0.7143139839172363 983.4347534179688 964.5059204101562 None None None +11 1943 0.7141809463500977 983.5405883789062 964.6153564453125 None None None +11 1944 0.7141767144203186 983.518798828125 964.5936889648438 None None None +11 1945 0.7142661213874817 983.517822265625 964.59033203125 None None None +11 1946 0.7142671346664429 983.5361328125 964.608642578125 None None None +11 1947 0.7142401337623596 983.53369140625 964.60693359375 None None None +11 1948 0.7141737937927246 983.4454956054688 964.5205078125 None None None +11 1949 0.7141740322113037 983.410888671875 964.48583984375 None None None +11 1950 0.7141018509864807 983.5443115234375 964.6212158203125 None None None +11 1951 0.7140360474586487 983.5305786132812 964.6092529296875 None None None +11 1952 0.7140082120895386 983.5556640625 964.6350708007812 None None None +11 1953 0.7140597701072693 983.5592651367188 964.6372680664062 None None None +11 1954 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None +11 1967 0.7135437726974487 983.9324340820312 965.0241088867188 None None None +11 1968 0.7135906219482422 983.9991455078125 965.089599609375 None None None +11 1969 0.7136839628219604 983.94873046875 965.0366821289062 None None None +11 1970 0.7135369777679443 983.88037109375 964.9722290039062 None None None +11 1971 0.7135027647018433 983.843017578125 964.935791015625 None None None +11 1972 0.7134995460510254 984.0059814453125 965.0988159179688 None None None +11 1973 0.713463306427002 983.965576171875 965.0593872070312 None None None +11 1974 0.7134866714477539 984.0340576171875 965.1272583007812 None None None +11 1975 0.7135269045829773 984.08349609375 965.1756591796875 None None None +11 1976 0.7136235237121582 984.0047607421875 965.0942993164062 None None None +11 1977 0.7136372923851013 984.1105346679688 965.1997680664062 None None None +11 1978 0.7136063575744629 984.1527709960938 965.2427368164062 None None None +11 1979 0.7135342955589294 984.0905151367188 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971.8613891601562 954.3536376953125 None None None +14 1905 0.6606298089027405 971.775390625 954.2678833007812 None None None +14 1906 0.6606153249740601 971.8032836914062 954.296142578125 None None None +14 1907 0.6606552004814148 971.7716674804688 954.2634887695312 None None None +14 1908 0.6607303023338318 971.8099365234375 954.2998046875 None None None +14 1909 0.6606647968292236 971.7450561523438 954.2366333007812 None None None +14 1910 0.6606268286705017 971.815185546875 954.3078002929688 None None None +14 1911 0.6606764197349548 971.8013305664062 954.2926635742188 None None None +14 1912 0.6606350541114807 971.8228149414062 954.3152465820312 None None None +14 1913 0.6605632901191711 971.8016967773438 954.2960205078125 None None None +14 1914 0.6604866981506348 971.670654296875 954.1670532226562 None None None +14 1915 0.6605709195137024 971.6857299804688 954.1798706054688 None None None +14 1916 0.6605371832847595 971.713134765625 954.2081298828125 None None None +14 1917 0.6605894565582275 971.7543334960938 954.2478637695312 None None None +14 1918 0.6606110334396362 971.71337890625 954.2064208984375 None None None +14 1919 0.6605938076972961 971.7717895507812 954.2653198242188 None None None +14 1920 0.6606157422065735 971.8284912109375 954.3214111328125 None None None +14 1921 0.6606068015098572 971.8092041015625 954.3023681640625 None None None +14 1922 0.660669207572937 971.790283203125 954.2818603515625 None None None +14 1923 0.6607370376586914 971.8255615234375 954.3153076171875 None None None +14 1924 0.6606753468513489 971.8917846679688 954.3831176757812 None None None +14 1925 0.6606470942497253 971.9326782226562 954.4248046875 None None None +14 1926 0.6606329083442688 972.0244140625 954.5169677734375 None None None +14 1927 0.660555899143219 972.0452270507812 954.539794921875 None None None +14 1928 0.6607267260551453 971.9609985351562 954.4510498046875 None None None +14 1929 0.6607237458229065 971.9102783203125 954.4003295898438 None None None +14 1930 0.6606425642967224 971.9180297851562 954.4102783203125 None None None +14 1931 0.6605768799781799 971.8958129882812 954.3897705078125 None None None +14 1932 0.660696268081665 971.9413452148438 954.4321899414062 None None None +14 1933 0.6607319712638855 972.0106201171875 954.50048828125 None None None +14 1934 0.6606838703155518 972.0941162109375 954.585205078125 None None None +14 1935 0.6606940031051636 972.0625610351562 954.5533447265625 None None None +14 1936 0.6606260538101196 972.0407104492188 954.5332641601562 None None None +14 1937 0.6607373952865601 972.07666015625 954.5662841796875 None None None +14 1938 0.6607609987258911 972.0982666015625 954.5872802734375 None None None +14 1939 0.6607628464698792 972.0516357421875 954.5405883789062 None None None +14 1940 0.6608704328536987 971.9253540039062 954.4114379882812 None None None +14 1941 0.6608471274375916 971.9537353515625 954.4404296875 None None None +14 1942 0.6608536243438721 971.967529296875 954.4540405273438 None None None +14 1943 0.6608023643493652 971.9006958007812 954.3885498046875 None None None +14 1944 0.6607056856155396 971.8883056640625 954.3787841796875 None None None +14 1945 0.6607349514961243 971.9776000976562 954.46728515625 None None None +14 1946 0.6608841419219971 971.9825439453125 954.4683227539062 None None None +14 1947 0.6608432531356812 971.8421020507812 954.3289794921875 None None None +14 1948 0.6608578562736511 971.7550048828125 954.241455078125 None None None +14 1949 0.6608637571334839 971.7163696289062 954.20263671875 None None None +14 1950 0.6608512997627258 971.67138671875 954.1580200195312 None None None +14 1951 0.6607618927955627 971.6821899414062 954.1712036132812 None None None +14 1952 0.6610018610954285 971.6641235351562 954.1467895507812 None None None +14 1953 0.6610531806945801 971.6104736328125 954.0917358398438 None None None +14 1954 0.6609284281730652 971.5595092773438 954.0440673828125 None None None +14 1955 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None None +14 1968 0.6607699394226074 971.6617431640625 954.1504516601562 None None None +14 1969 0.6607531905174255 971.6238403320312 954.1129760742188 None None None +14 1970 0.6606842279434204 971.7811889648438 954.272216796875 None None None +14 1971 0.6606557965278625 971.778076171875 954.2698364257812 None None None +14 1972 0.6606544852256775 971.7130126953125 954.204833984375 None None None +14 1973 0.6605293154716492 971.7463989257812 954.2415161132812 None None None +14 1974 0.6604270339012146 971.74072265625 954.2384643554688 None None None +14 1975 0.6604256629943848 971.8491821289062 954.3470458984375 None None None +14 1976 0.6605340242385864 971.8482666015625 954.3432006835938 None None None +14 1977 0.6603975296020508 971.7982788085938 954.296875 None None None +14 1978 0.6604005098342896 971.7614135742188 954.2599487304688 None None None +14 1979 0.660338282585144 971.8160400390625 954.316162109375 None None None +14 1980 0.6603846549987793 971.7598876953125 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971.9347534179688 954.4375610351562 None None None +14 1994 0.660259485244751 971.90966796875 954.4118041992188 None None None +14 1995 0.6602504253387451 971.9151000976562 954.41748046875 None None None +14 1996 0.6602383852005005 971.8530883789062 954.3558349609375 None None None +14 1997 0.6602169275283813 971.7998657226562 954.3031616210938 None None None +14 1998 0.6603131294250488 971.8770751953125 954.3778076171875 None None None +14 1999 0.660184383392334 971.9069213867188 954.4110107421875 None None None +14 2000 0.6601819396018982 971.8709106445312 954.3750610351562 None None None +14 2001 0.6601728796958923 971.8016967773438 954.30615234375 None None None +14 2002 0.6603257060050964 971.90185546875 954.4022216796875 None None None +14 2003 0.6602432727813721 971.9412231445312 954.4437866210938 None None None +14 2004 0.6602001190185547 971.9755249023438 954.4791870117188 None None None +14 2005 0.6602312326431274 972.0416259765625 954.54443359375 None None None +14 2006 0.6603772640228271 971.9539184570312 954.452880859375 None None None +14 2007 0.6603291034698486 971.9094848632812 954.4097290039062 None None None +14 2008 0.6604486703872681 971.9425048828125 954.4395751953125 None None None +14 2009 0.6604863405227661 972.0487670898438 954.5447998046875 None None None +14 2010 0.6605774164199829 972.0303955078125 954.5239868164062 None None None +14 2011 0.6606482863426208 972.0567626953125 954.5484619140625 None None None +14 2012 0.660582423210144 971.9725341796875 954.4659423828125 None None None +14 2013 0.6605692505836487 971.9411010742188 954.4348754882812 None None None +14 2014 0.6606225967407227 971.8211669921875 954.3134765625 None None None +14 2015 0.6605825424194336 971.7640991210938 954.2574462890625 None None None +14 2016 0.6605933308601379 971.783203125 954.2763671875 None None None +14 2017 0.660628080368042 971.9533081054688 954.445556640625 None None None +14 2018 0.6605626344680786 972.0519409179688 954.5458374023438 None None None +14 2019 0.6605855822563171 972.0667724609375 954.56005859375 None None None +14 2020 0.660764217376709 972.0977783203125 954.5863037109375 None None None +14 2021 0.6607693433761597 972.1616821289062 954.6500854492188 None None None +14 2022 0.6609193086624146 972.0590209960938 954.54345703125 None None None +14 2023 0.6608798503875732 972.0613403320312 954.5468139648438 None None None +14 2024 0.6609193086624146 972.119384765625 954.603759765625 None None None +14 2025 0.6609430909156799 972.1110229492188 954.5947875976562 None None None +14 2026 0.6609417796134949 972.1543579101562 954.6380615234375 None None None +14 2027 0.6609866619110107 972.1539916992188 954.6365356445312 None None None +14 2028 0.6609416007995605 972.1979370117188 954.681640625 None None None +14 2029 0.660956084728241 972.1842651367188 954.6676025390625 None None None +14 2030 0.6608557105064392 972.154296875 954.6402587890625 None None None +14 2031 0.6608744263648987 972.2184448242188 954.7039184570312 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972.2691650390625 954.75732421875 None None None +14 2058 0.6608191728591919 972.2737426757812 954.7608642578125 None None None +14 2059 0.6608259081840515 972.1879272460938 954.6748657226562 None None None +14 2060 0.6607003211975098 972.135009765625 954.6253051757812 None None None +14 2061 0.6607001423835754 972.1369018554688 954.6272583007812 None None None +14 2062 0.6607447862625122 972.1361083984375 954.625244140625 None None None +14 2063 0.6609494686126709 972.1021728515625 954.5858154296875 None None None +14 2064 0.6609185934066772 972.0668334960938 954.5513305664062 None None None +14 2065 0.660884439945221 971.9817504882812 954.4671630859375 None None None +14 2066 0.6609916687011719 971.82177734375 954.3043823242188 None None None +14 2067 0.661112904548645 971.8869018554688 954.3662719726562 None None None +14 2068 0.6610833406448364 971.8670043945312 954.3471069335938 None None None +14 2069 0.661140501499176 971.8392333984375 954.31787109375 None None None +14 2070 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None +16 1941 0.6425874829292297 967.1536865234375 950.125244140625 None None None +16 1942 0.6425288319587708 967.1303100585938 950.1033935546875 None None None +16 1943 0.6424872279167175 967.1084594726562 950.0826416015625 None None None +16 1944 0.6424494385719299 967.0003662109375 949.9755859375 None None None +16 1945 0.6424283981323242 967.0267944335938 950.0025024414062 None None None +16 1946 0.6424009799957275 966.9724731445312 949.9489135742188 None None None +16 1947 0.6424713730812073 966.9415893554688 949.9161987304688 None None None +16 1948 0.6424319744110107 966.9775390625 949.9531860351562 None None None +16 1949 0.642514169216156 967.0321655273438 950.0056762695312 None None None +16 1950 0.6425285339355469 967.051513671875 950.0245971679688 None None None +16 1951 0.6426105499267578 967.0805053710938 950.0514526367188 None None None +16 1952 0.6425185203552246 967.0082397460938 949.9816284179688 None None None +16 1953 0.6425000429153442 966.9966430664062 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0.6424302458763123 966.9682006835938 949.9439086914062 None None None +16 1980 0.6424013376235962 966.9431762695312 949.9195556640625 None None None +16 1981 0.6423232555389404 966.8882446289062 949.86669921875 None None None +16 1982 0.6424720287322998 967.0155029296875 949.989990234375 None None None +16 1983 0.6423916220664978 966.9451904296875 949.9218139648438 None None None +16 1984 0.6424859762191772 966.913818359375 949.887939453125 None None None +16 1985 0.6423781514167786 966.9008178710938 949.8777465820312 None None None +16 1986 0.6423452496528625 966.873291015625 949.8511352539062 None None None +16 1987 0.6422869563102722 966.9148559570312 949.8942260742188 None None None +16 1988 0.6422237157821655 966.8287963867188 949.809814453125 None None None +16 1989 0.6422745585441589 966.8408203125 949.8204956054688 None None None +16 1990 0.6423822045326233 966.9126586914062 949.8894653320312 None None None +16 1991 0.642438530921936 967.0477905273438 950.0230712890625 None 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0.5973532795906067 957.9110717773438 942.0818481445312 None None None +19 1929 0.5972716212272644 957.886474609375 942.059326171875 None None None +19 1930 0.5971752405166626 957.8394775390625 942.014892578125 None None None +19 1931 0.5970764756202698 957.87646484375 942.0545654296875 None None None +19 1932 0.5971198081970215 957.9251098632812 942.10205078125 None None None +19 1933 0.5970814824104309 957.8758544921875 942.0537719726562 None None None +19 1934 0.5970427393913269 957.9581909179688 942.13720703125 None None None +19 1935 0.5970315337181091 957.9523315429688 942.131591796875 None None None +19 1936 0.5970980525016785 957.9161376953125 942.0936889648438 None None None +19 1937 0.5970520973205566 957.9059448242188 942.084716796875 None None None +19 1938 0.5971221923828125 957.8499145507812 942.02685546875 None None None +19 1939 0.5971423983573914 957.8059692382812 941.9823608398438 None None None +19 1940 0.597147524356842 957.819580078125 941.995849609375 None None None +19 1941 0.5971120595932007 957.917236328125 942.0943603515625 None None None +19 1942 0.597072184085846 957.8689575195312 942.0471801757812 None None None +19 1943 0.5970542430877686 957.82177734375 942.0004272460938 None None None +19 1944 0.597122073173523 957.7728881835938 941.94970703125 None None None +19 1945 0.5970966815948486 957.70849609375 941.885986328125 None None None +19 1946 0.5970985293388367 957.660888671875 941.8382568359375 None None None +19 1947 0.5970314145088196 957.6184692382812 941.7976684570312 None None None +19 1948 0.5970638990402222 957.605224609375 941.7835083007812 None None None +19 1949 0.5970731377601624 957.5877685546875 941.765869140625 None None None +19 1950 0.5970593690872192 957.67041015625 941.848876953125 None None None +19 1951 0.5970646739006042 957.6467895507812 941.8251342773438 None None None +19 1952 0.5970629453659058 957.6747436523438 941.8530883789062 None None None +19 1953 0.5970063209533691 957.7347412109375 941.91455078125 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940.0158081054688 None None None +20 1908 0.5884408354759216 955.6935424804688 940.10009765625 None None None +20 1909 0.5884705185890198 955.65869140625 940.0645141601562 None None None +20 1910 0.5884712934494019 955.5805053710938 939.9862670898438 None None None +20 1911 0.588666558265686 955.6218872070312 940.0225219726562 None None None +20 1912 0.5888425707817078 955.6656494140625 940.0615844726562 None None None +20 1913 0.5888797640800476 955.6347045898438 940.0296630859375 None None None +20 1914 0.5888694524765015 955.6184692382812 940.013671875 None None None +20 1915 0.5889405608177185 955.694091796875 940.08740234375 None None None +20 1916 0.5888876914978027 955.68701171875 940.0817260742188 None None None +20 1917 0.5889527797698975 955.61962890625 940.0126953125 None None None +20 1918 0.5889626741409302 955.5607299804688 939.9534912109375 None None None +20 1919 0.588935375213623 955.5709228515625 939.9644165039062 None None None +20 1920 0.5888862013816833 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0.5891817212104797 955.681884765625 940.0687255859375 None None None +20 1934 0.5890775322914124 955.7280883789062 940.1177368164062 None None None +20 1935 0.5892845988273621 955.7313842773438 940.1156005859375 None None None +20 1936 0.5891759395599365 955.6656494140625 940.052734375 None None None +20 1937 0.5891183018684387 955.7457275390625 940.1343994140625 None None None +20 1938 0.5890191793441772 955.7670288085938 940.1582641601562 None None None +20 1939 0.5889609456062317 955.7317504882812 940.12451171875 None None None +20 1940 0.5890005826950073 955.6692504882812 940.0609741210938 None None None +20 1941 0.5890297293663025 955.6581420898438 940.049072265625 None None None +20 1942 0.5891099572181702 955.672607421875 940.0614013671875 None None None +20 1943 0.5891435146331787 955.7622680664062 940.1502075195312 None None None +20 1944 0.5891625285148621 955.6847534179688 940.0722045898438 None None None +20 1945 0.5891783833503723 955.8342895507812 940.2212524414062 None None None +20 1946 0.5891587138175964 955.8272094726562 940.2146606445312 None None None +20 1947 0.5891535878181458 955.7891845703125 940.1768188476562 None None None +20 1948 0.5890673995018005 955.817138671875 940.20703125 None None None +20 1949 0.5890451669692993 955.7843627929688 940.1748657226562 None None None +20 1950 0.5890415906906128 955.826171875 940.2167358398438 None None None +20 1951 0.5890214443206787 955.8470458984375 940.2381591796875 None None None +20 1952 0.5890169143676758 955.960693359375 940.3519287109375 None None None +20 1953 0.5891578793525696 956.0298461914062 940.4172973632812 None None None +20 1954 0.5892305374145508 956.0610961914062 940.4466552734375 None None None +20 1955 0.5891984105110168 955.9827270507812 940.369140625 None None None +20 1956 0.5894573330879211 955.9039916992188 940.2835693359375 None None None +20 1957 0.589410126209259 955.8488159179688 940.2296142578125 None None None +20 1958 0.5894884467124939 955.7975463867188 940.1762084960938 None None None +20 1959 0.5895484089851379 955.7686157226562 940.1456909179688 None None None +20 1960 0.5895358324050903 955.7723999023438 940.1497802734375 None None None +20 1961 0.5895813703536987 955.8346557617188 940.2108764648438 None None None +20 1962 0.5896390676498413 955.9287719726562 940.3034057617188 None None None +20 1963 0.5895584225654602 955.9423828125 940.3192138671875 None None None +20 1964 0.5894323587417603 955.8890380859375 940.2691650390625 None None None +20 1965 0.5893911123275757 955.8157958984375 940.197021484375 None None None +20 1966 0.5894343852996826 955.841796875 940.2218627929688 None None None +20 1967 0.5893376469612122 955.7516479492188 940.13427734375 None None None +20 1968 0.5893537402153015 955.70458984375 940.0868530273438 None None None +20 1969 0.5893278121948242 955.8753051757812 940.2582397460938 None None None +20 1970 0.5892525315284729 955.8994750976562 940.2843627929688 None None None +20 1971 0.5892283320426941 955.9951171875 940.380615234375 None None None +20 1972 0.5892590284347534 956.1287841796875 940.5134887695312 None None None +20 1973 0.5892624258995056 956.137939453125 940.5225830078125 None None None +20 1974 0.5892231464385986 956.29638671875 940.6820678710938 None None None +20 1975 0.589390218257904 956.30712890625 940.6883544921875 None None None +20 1976 0.5894508957862854 956.2893676757812 940.6690673828125 None None None +20 1977 0.5894868969917297 956.3018188476562 940.6805419921875 None None None +20 1978 0.5895617604255676 956.3717651367188 940.74853515625 None None None +20 1979 0.5896084904670715 956.32470703125 940.7001953125 None None None +20 1980 0.5895322561264038 956.3060913085938 940.68359375 None None None +20 1981 0.589580237865448 956.2530517578125 940.6292724609375 None None None +20 1982 0.589547336101532 956.244140625 940.6212768554688 None None None +20 1983 0.5895262360572815 956.2097778320312 940.5874633789062 None None None +20 1984 0.5895513892173767 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1997 0.5896013379096985 955.8829345703125 940.2587280273438 None None None +20 1998 0.5896310210227966 955.8945922851562 940.2695922851562 None None None +20 1999 0.589638352394104 955.9202270507812 940.2949829101562 None None None +20 2000 0.5896775722503662 955.93408203125 940.3078002929688 None None None +20 2001 0.5896860957145691 955.9398803710938 940.3133544921875 None None None +20 2002 0.5898112654685974 955.8507080078125 940.2208862304688 None None None +20 2003 0.5898046493530273 955.882080078125 940.25244140625 None None None +20 2004 0.5897639393806458 955.8564453125 940.2278442382812 None None None +20 2005 0.5897811055183411 955.8602905273438 940.2313232421875 None None None +20 2006 0.5897669792175293 955.7886352539062 940.1599731445312 None None None +20 2007 0.5897854566574097 955.7622680664062 940.1331176757812 None None None +20 2008 0.5898353457450867 955.7601928710938 940.1296997070312 None None None +20 2009 0.5899664759635925 955.7490844726562 940.1151733398438 None None None +20 2010 0.5899286866188049 955.7244262695312 940.091552734375 None None None +20 2011 0.5899244546890259 955.6749267578125 940.0421752929688 None None None +20 2012 0.5899540185928345 955.8129272460938 940.1793212890625 None None None +20 2013 0.5899845957756042 955.808349609375 940.1739501953125 None None None +20 2014 0.5899672508239746 955.7947387695312 940.1608276367188 None None None +20 2015 0.5900475978851318 955.7451171875 940.1090698242188 None None None +20 2016 0.5900368690490723 955.6187133789062 939.9829711914062 None None None +20 2017 0.5900024771690369 955.6871337890625 940.05224609375 None None None +20 2018 0.5900433659553528 955.6951904296875 940.0592041015625 None None None +20 2019 0.5901628732681274 955.7942504882812 940.1551513671875 None None None +20 2020 0.5902427434921265 955.7258911132812 940.0845947265625 None None None +20 2021 0.5901339054107666 955.6714477539062 940.032958984375 None None None +20 2022 0.5901424288749695 955.7892456054688 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0.5905119180679321 955.9041748046875 940.25537109375 None None None +20 2049 0.5905745029449463 955.9326782226562 940.2822265625 None None None +20 2050 0.5906037092208862 956.0315551757812 940.3802490234375 None None None +20 2051 0.5905742049217224 956.142822265625 940.4923095703125 None None None +20 2052 0.5905529260635376 956.0745239257812 940.4244995117188 None None None +20 2053 0.590691089630127 956.0282592773438 940.3746337890625 None None None +20 2054 0.5906551480293274 956.134521484375 940.4818115234375 None None None +20 2055 0.5905917286872864 956.17138671875 940.5203857421875 None None None +20 2056 0.5905375480651855 956.1077880859375 940.458251953125 None None None +20 2057 0.5904926657676697 956.0758056640625 940.4274291992188 None None None +20 2058 0.5904896259307861 956.0225830078125 940.374267578125 None None None +20 2059 0.5906578302383423 956.0875244140625 940.434814453125 None None None +20 2060 0.5905802249908447 956.1434936523438 940.4927368164062 None None None +20 2061 0.5904833078384399 956.1062622070312 940.4580688476562 None None None +20 2062 0.5905128717422485 956.070068359375 940.421142578125 None None None +20 2063 0.5906440615653992 956.1525268554688 940.5001220703125 None None None +20 2064 0.5907264351844788 956.123046875 940.468505859375 None None None +20 2065 0.5906822085380554 956.186279296875 940.5328979492188 None None None +20 2066 0.5906764268875122 956.1834716796875 940.5302734375 None None None +20 2067 0.590635359287262 956.2857666015625 940.6336669921875 None None None +20 2068 0.590713620185852 956.1967163085938 940.5425415039062 None None None +20 2069 0.5907425284385681 956.2078247070312 940.5529174804688 None None None +20 2070 0.5907130241394043 956.2628173828125 940.6087036132812 None None None +20 2071 0.5907415747642517 956.4549560546875 940.800048828125 None None None +20 2072 0.5907638669013977 956.5186767578125 940.8631591796875 None None None +20 2073 0.5907947421073914 956.5087280273438 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None None None +21 1925 0.5267599821090698 933.6802978515625 919.7227172851562 None None None +21 1926 0.5267674326896667 933.7173461914062 919.7596435546875 None None None +21 1927 0.5267133116722107 933.6141357421875 919.6578979492188 None None None +21 1928 0.5266226530075073 933.5877685546875 919.6338500976562 None None None +21 1929 0.5265697836875916 933.5674438476562 919.614990234375 None None None +21 1930 0.526608407497406 933.5333862304688 919.5799560546875 None None None +21 1931 0.5265643000602722 933.472900390625 919.5206298828125 None None None +21 1932 0.5265146493911743 933.5718994140625 919.6209716796875 None None None +21 1933 0.526410698890686 933.5758056640625 919.6276245117188 None None None +21 1934 0.5264265537261963 933.6574096679688 919.7088623046875 None None None +21 1935 0.5264624357223511 933.5885009765625 919.638916015625 None None None +21 1936 0.526475191116333 933.6928100585938 919.742919921875 None None None +21 1937 0.5265236496925354 933.6649780273438 919.7138061523438 None None None +21 1938 0.5265360474586487 933.6732788085938 919.7218017578125 None None None +21 1939 0.5265462398529053 933.689453125 919.7377319335938 None None None +21 1940 0.5264482498168945 933.6494140625 919.7003173828125 None None None +21 1941 0.5264480113983154 933.615966796875 919.6669311523438 None None None +21 1942 0.52643221616745 933.5859985351562 919.6373291015625 None None None +21 1943 0.5264293551445007 933.5081176757812 919.5594482421875 None None None +21 1944 0.5264067649841309 933.6038818359375 919.6558227539062 None None None +21 1945 0.5263671278953552 933.6101684570312 919.6632080078125 None None None +21 1946 0.5262845754623413 933.6658935546875 919.72119140625 None None None +21 1947 0.5262060165405273 933.7011108398438 919.7584838867188 None None None +21 1948 0.5262166857719421 933.6659545898438 919.7230834960938 None None None +21 1949 0.5262963175773621 933.570556640625 919.6255493164062 None None None +21 1950 0.5263282656669617 933.5677490234375 919.6218872070312 None None None +21 1951 0.5263663530349731 933.5702514648438 919.6234130859375 None None None +21 1952 0.5264627933502197 933.6002197265625 919.6508178710938 None None None +21 1953 0.526469886302948 933.6181030273438 919.66845703125 None None None +21 1954 0.5265117883682251 933.6650390625 919.7142333984375 None None None +21 1955 0.5264817476272583 933.6954345703125 919.7454833984375 None None None +21 1956 0.5263898372650146 933.6538696289062 919.7063598632812 None None None +21 1957 0.5263944268226624 933.6692504882812 919.7216186523438 None None None +21 1958 0.5264008641242981 933.6820678710938 919.7341918945312 None None None +21 1959 0.5265524983406067 933.649658203125 919.6978149414062 None None None +21 1960 0.5266537666320801 933.6080322265625 919.6535034179688 None None None +21 1961 0.5266605615615845 933.6557006835938 919.700927734375 None None None +21 1962 0.5265630483627319 933.6817626953125 919.7295532226562 None None None +21 1963 0.526588499546051 933.6268920898438 919.674072265625 None None None +21 1964 0.5264567136764526 933.5802612304688 919.6309814453125 None None None +21 1965 0.5263733863830566 933.5128784179688 919.5657958984375 None None None +21 1966 0.5262401700019836 933.570556640625 919.626953125 None None None +21 1967 0.5261706709861755 933.4905395507812 919.5487670898438 None None None +21 1968 0.5261868238449097 933.5084838867188 919.5663452148438 None None None +21 1969 0.5262492895126343 933.556640625 919.61279296875 None None None +21 1970 0.5262800455093384 933.5813598632812 919.6366577148438 None None None +21 1971 0.5264657735824585 933.5914306640625 919.6417846679688 None None None +21 1972 0.5264556407928467 933.6693725585938 919.7200317382812 None None None +21 1973 0.5265063643455505 933.702392578125 919.751708984375 None None None +21 1974 0.526674747467041 933.6825561523438 919.7274169921875 None None None +21 1975 0.5267323851585388 933.6615600585938 919.7048950195312 None None None +21 1976 0.5267351865768433 933.63671875 919.679931640625 None None None +21 1977 0.5267221927642822 933.6071166992188 919.6506958007812 None None None +21 1978 0.5266330242156982 933.5635375976562 919.6094970703125 None None None +21 1979 0.526640772819519 933.4955444335938 919.541259765625 None None None +21 1980 0.5265452265739441 933.4361572265625 919.4844970703125 None None None +21 1981 0.5264545679092407 933.4810791015625 919.5317993164062 None None None +21 1982 0.5265088677406311 933.4833374023438 919.5325927734375 None None None +21 1983 0.5266333818435669 933.4114990234375 919.4573974609375 None None None +21 1984 0.5266083478927612 933.3602294921875 919.4067993164062 None None None +21 1985 0.5265455842018127 933.36279296875 919.4110717773438 None None None +21 1986 0.5266188979148865 933.4574584960938 919.5037841796875 None None None +21 1987 0.5266531705856323 933.4837036132812 919.5291137695312 None None None +21 1988 0.5265820026397705 933.5397338867188 919.5870361328125 None None None +21 1989 0.5267366170883179 933.5173950195312 919.5606079101562 None None None +21 1990 0.5267531871795654 933.456298828125 919.4990844726562 None None None +21 1991 0.526666522026062 933.4683227539062 919.5133666992188 None None None +21 1992 0.5266318321228027 933.4100952148438 919.4561157226562 None None None +21 1993 0.5266034603118896 933.3251342773438 919.3718872070312 None None None +21 1994 0.5267789363861084 933.419921875 919.4619750976562 None None None +21 1995 0.5268121957778931 933.3898315429688 919.4309692382812 None None None +21 1996 0.526807427406311 933.3252563476562 919.3665161132812 None None None +21 1997 0.5267600417137146 933.3375244140625 919.3800048828125 None None None +21 1998 0.5267857909202576 933.3470458984375 919.3887939453125 None None None +21 1999 0.5268295407295227 933.3447875976562 919.3854370117188 None None None +21 2000 0.5267643332481384 933.3549194335938 919.3972778320312 None None None +21 2001 0.5267552137374878 933.3312377929688 919.3738403320312 None None None +21 2002 0.5267668962478638 933.2643432617188 919.3065795898438 None None None +21 2003 0.52678382396698 933.23779296875 919.279541015625 None None None +21 2004 0.5267306566238403 933.189453125 919.232666015625 None None None +21 2005 0.5268363356590271 933.2249755859375 919.265380859375 None None None +21 2006 0.5268008708953857 933.1727294921875 919.214111328125 None None None +21 2007 0.5268851518630981 933.1640014648438 919.2031860351562 None None None +21 2008 0.5269824862480164 933.19287109375 919.2294921875 None None None +21 2009 0.5270067453384399 933.1796264648438 919.215576171875 None None None +21 2010 0.5270271301269531 933.2197265625 919.2551879882812 None None None +21 2011 0.5270301699638367 933.1688842773438 919.2042236328125 None None None +21 2012 0.5269888639450073 933.1599731445312 919.1964111328125 None None None +21 2013 0.526978075504303 933.1530151367188 919.1897583007812 None None None +21 2014 0.52690190076828 933.092529296875 919.13134765625 None None None +21 2015 0.5268198847770691 933.0748901367188 919.1159057617188 None None None +21 2016 0.5267327427864075 933.1749267578125 919.21826171875 None None None +21 2017 0.5266550779342651 933.1954956054688 919.2408447265625 None None None +21 2018 0.5266391634941101 933.2169799804688 919.2628173828125 None None None +21 2019 0.5265504121780396 933.153564453125 919.2017822265625 None None None +21 2020 0.5265223979949951 933.1473999023438 919.1963500976562 None None None +21 2021 0.5265762805938721 933.16796875 919.215576171875 None None None +21 2022 0.5264915823936462 933.0744018554688 919.1242065429688 None None None +21 2023 0.5264596343040466 933.10302734375 919.1536865234375 None None None +21 2024 0.5264338254928589 933.1278076171875 919.1790771484375 None None None +21 2025 0.5264618396759033 933.0838012695312 919.1343994140625 None None None +21 2026 0.5264610648155212 933.066162109375 919.1168212890625 None None None +21 2027 0.5264607667922974 933.0345458984375 919.085205078125 None None None +21 2028 0.5264098048210144 932.9669189453125 919.0189208984375 None None None +21 2029 0.526414692401886 932.9952392578125 919.0471801757812 None None None +21 2030 0.5264062881469727 932.970703125 919.0228271484375 None None None +21 2031 0.5264059901237488 932.8848266601562 918.9369506835938 None None None +21 2032 0.5264204144477844 932.8905639648438 918.9423217773438 None None None +21 2033 0.5264041423797607 932.9537963867188 919.0059814453125 None None None +21 2034 0.5263350605964661 932.9612426757812 919.0152587890625 None None None +21 2035 0.5263640880584717 932.9619140625 919.01513671875 None None None +21 2036 0.5263837575912476 932.9366455078125 918.9893798828125 None None None +21 2037 0.5263601541519165 932.99267578125 919.0460205078125 None None None +21 2038 0.5263043642044067 932.973388671875 919.0281982421875 None None None +21 2039 0.5263096690177917 932.953369140625 919.008056640625 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1904 0.4965694844722748 916.6022338867188 903.4414672851562 None None None +22 1905 0.4965878129005432 916.833251953125 903.6719970703125 None None None +22 1906 0.4965589940547943 916.7603759765625 903.599853515625 None None None +22 1907 0.4964923560619354 916.7145385742188 903.5558471679688 None None None +22 1908 0.49653348326683044 916.8048706054688 903.6451416015625 None None None +22 1909 0.49649757146835327 916.8267211914062 903.6679077148438 None None None +22 1910 0.4964589476585388 916.7841186523438 903.6264038085938 None None None +22 1911 0.4964164197444916 916.786376953125 903.6296997070312 None None None +22 1912 0.4963224232196808 916.7417602539062 903.587646484375 None None None +22 1913 0.49625134468078613 916.7987670898438 903.6465454101562 None None None +22 1914 0.49621090292930603 916.7432861328125 903.5921020507812 None None None +22 1915 0.4962574541568756 916.6839599609375 903.5315551757812 None None None +22 1916 0.4962385296821594 916.6871948242188 903.5352783203125 None None None +22 1917 0.4962444007396698 916.7061157226562 903.5540161132812 None None None +22 1918 0.4962000846862793 916.6957397460938 903.5447998046875 None None None +22 1919 0.49621105194091797 916.7131958007812 903.56201171875 None None None +22 1920 0.49613434076309204 916.635986328125 903.48681640625 None None None +22 1921 0.4961191713809967 916.5982055664062 903.4494018554688 None None None +22 1922 0.4961329996585846 916.5094604492188 903.3602905273438 None None None +22 1923 0.4961105287075043 916.4417724609375 903.293212890625 None None None +22 1924 0.49612826108932495 916.4149780273438 903.2659301757812 None None None +22 1925 0.4961852729320526 916.34033203125 903.1898193359375 None None None +22 1926 0.49617835879325867 916.3626708984375 903.2122802734375 None None None +22 1927 0.4961293935775757 916.26220703125 903.1130981445312 None None None +22 1928 0.4961465001106262 916.276611328125 903.1270751953125 None None None +22 1929 0.4960872232913971 916.268310546875 903.120361328125 None None None +22 1930 0.49611029028892517 916.2721557617188 903.1235961914062 None None None +22 1931 0.49603575468063354 916.2938842773438 903.1473388671875 None None None +22 1932 0.49595826864242554 916.2444458007812 903.0999145507812 None None None +22 1933 0.49581873416900635 916.1015625 902.9607543945312 None None None +22 1934 0.49580642580986023 916.1392822265625 902.998779296875 None None None +22 1935 0.4958994388580322 916.1517333984375 903.0087280273438 None None None +22 1936 0.49592429399490356 916.1987915039062 903.05517578125 None None None +22 1937 0.4959360957145691 916.1340942382812 902.9901123046875 None None None +22 1938 0.4958481192588806 916.111572265625 902.969970703125 None None None +22 1939 0.4958464503288269 916.087890625 902.9462890625 None None None +22 1940 0.4958568215370178 916.1275634765625 902.9856567382812 None None None +22 1941 0.49590542912483215 916.0722045898438 902.9290161132812 None None None +22 1942 0.49586936831474304 916.1664428710938 903.024169921875 None None None +22 1943 0.4959324598312378 916.13818359375 902.9942626953125 None None None +22 1944 0.4959873855113983 916.1157836914062 902.970458984375 None None None +22 1945 0.49589571356773376 916.19921875 903.0562744140625 None None None +22 1946 0.4958909749984741 916.2372436523438 903.0944213867188 None None None +22 1947 0.49591192603111267 916.225341796875 903.0819702148438 None None None +22 1948 0.4959344267845154 916.2743530273438 903.1304321289062 None None None +22 1949 0.49600687623023987 916.2070922851562 903.0611572265625 None None None +22 1950 0.4960104525089264 916.1451416015625 902.9991455078125 None None None +22 1951 0.4959924519062042 916.086669921875 902.941162109375 None None None +22 1952 0.49598169326782227 916.064697265625 902.91943359375 None None None +22 1953 0.49600309133529663 916.0726928710938 902.9268798828125 None None None +22 1954 0.4959987998008728 916.1284790039062 902.9827880859375 None None None +22 1955 0.49596723914146423 916.153076171875 903.0081787109375 None None None +22 1956 0.4959811568260193 916.1165771484375 902.9712524414062 None None None +22 1957 0.495937317609787 916.1253662109375 902.9812622070312 None None None +22 1958 0.4958667755126953 916.22314453125 903.0809326171875 None None None +22 1959 0.49588772654533386 916.1310424804688 902.98828125 None None None +22 1960 0.4957820773124695 916.1007690429688 902.9608154296875 None None None +22 1961 0.4957742691040039 916.1304931640625 902.99072265625 None None None +22 1962 0.49572470784187317 916.0565185546875 902.9180297851562 None None None +22 1963 0.4957517981529236 916.0503540039062 902.9111938476562 None None None +22 1964 0.49569711089134216 916.0926513671875 902.9549560546875 None None None +22 1965 0.4956531822681427 916.1358642578125 902.9993286132812 None None None +22 1966 0.4955931603908539 916.1168823242188 902.98193359375 None None None +22 1967 0.49560850858688354 916.0855712890625 902.9501953125 None None None +22 1968 0.49561113119125366 916.14892578125 903.0134887695312 None None None +22 1969 0.49561718106269836 916.1870727539062 903.0513916015625 None None None +22 1970 0.4958028197288513 916.3666381835938 903.22607421875 None None None +22 1971 0.4958128035068512 916.385986328125 903.2451171875 None None None +22 1972 0.49578362703323364 916.36474609375 903.224609375 None None None +22 1973 0.4957936108112335 916.3228759765625 903.1825561523438 None None None +22 1974 0.49579110741615295 916.4320678710938 903.291748046875 None None None +22 1975 0.49577176570892334 916.4349975585938 903.2952270507812 None None None +22 1976 0.49581441283226013 916.4492797851562 903.308349609375 None None None +22 1977 0.4957883059978485 916.4970092773438 903.3568115234375 None None None +22 1978 0.4957674741744995 916.5165405273438 903.3768920898438 None None None +22 1979 0.4957137703895569 916.5073852539062 903.3692016601562 None None None +22 1980 0.4956717789173126 916.5160522460938 903.3789672851562 None None None +22 1981 0.49566519260406494 916.5407104492188 903.4037475585938 None None None +22 1982 0.4956468343734741 916.622314453125 903.48583984375 None None None +22 1983 0.49565422534942627 916.6002197265625 903.4634399414062 None None None +22 1984 0.49557244777679443 916.604736328125 903.4701538085938 None None None +22 1985 0.4955909550189972 916.6537475585938 903.5186157226562 None None None +22 1986 0.49546921253204346 916.6585693359375 903.5267333984375 None None None +22 1987 0.4954511821269989 916.6199340820312 903.4886474609375 None None None +22 1988 0.4954323470592499 916.6780395507812 903.547119140625 None None None +22 1989 0.4955046772956848 916.666015625 903.533203125 None None None +22 1990 0.4954889416694641 916.6089477539062 903.4765014648438 None None None +22 1991 0.49548065662384033 916.5857543945312 903.4534912109375 None None None +22 1992 0.495456337928772 916.6426391601562 903.5110473632812 None None None +22 1993 0.49542543292045593 916.6474609375 903.5166625976562 None None None +22 1994 0.49539390206336975 916.595458984375 903.4655151367188 None None None +22 1995 0.4953337013721466 916.6404418945312 903.5121459960938 None None None +22 1996 0.49532806873321533 916.6777954101562 903.5496826171875 None None None +22 1997 0.4953576922416687 916.678955078125 903.550048828125 None None None +22 1998 0.4953727424144745 916.6326904296875 903.5033569335938 None None None +22 1999 0.49536535143852234 916.64990234375 903.5208129882812 None None None +22 2000 0.49538254737854004 916.6947021484375 903.5651245117188 None None None +22 2001 0.4954281151294708 916.7437744140625 903.6129760742188 None None None +22 2002 0.49543073773384094 916.73046875 903.5995483398438 None None None +22 2003 0.49538400769233704 916.806396484375 903.6766967773438 None None None +22 2004 0.49536216259002686 916.7466430664062 903.6174926757812 None None None +22 2005 0.49544283747673035 916.7470703125 903.6157836914062 None None None +22 2006 0.4954710304737091 916.7163696289062 903.5843505859375 None None None +22 2007 0.49549344182014465 916.7299194335938 903.5973510742188 None None None +22 2008 0.49546390771865845 916.65625 903.5244750976562 None None None +22 2009 0.4954456090927124 916.6200561523438 903.4887084960938 None None None +22 2010 0.4953608214855194 916.638916015625 903.509765625 None None None +22 2011 0.49533623456954956 916.5973510742188 903.4688110351562 None None None +22 2012 0.4953097403049469 916.6326904296875 903.5048217773438 None None None +22 2013 0.49525806307792664 916.491455078125 903.364990234375 None None None +22 2014 0.49521416425704956 916.5008544921875 903.3755493164062 None None None +22 2015 0.495174765586853 916.521728515625 903.3975219726562 None None None +22 2016 0.49511247873306274 916.5357666015625 903.4132080078125 None None None +22 2017 0.4951360821723938 916.54638671875 903.4231567382812 None None None +22 2018 0.49515464901924133 916.5231323242188 903.3995361328125 None None None +22 2019 0.49519991874694824 916.476318359375 903.3515014648438 None None None +22 2020 0.4951716959476471 916.4547729492188 903.3306884765625 None None None +22 2021 0.4952462911605835 916.4703369140625 903.3442993164062 None None None +22 2022 0.4952657222747803 916.5547485351562 903.42822265625 None None None +22 2023 0.49521028995513916 916.591064453125 903.4659423828125 None None None +22 2024 0.4951779246330261 916.570556640625 903.4462890625 None None None +22 2025 0.49520343542099 916.6461181640625 903.521240234375 None None None +22 2026 0.49523264169692993 916.6680908203125 903.5424194335938 None None None +22 2027 0.49520057439804077 916.7013549804688 903.5765380859375 None None None +22 2028 0.495578795671463 916.7184448242188 903.5836181640625 None None None +22 2029 0.4955386519432068 916.7200317382812 903.5863037109375 None None None +22 2030 0.49557745456695557 916.689453125 903.5546875 None None None +22 2031 0.4955759346485138 916.6069946289062 903.4722290039062 None None None +22 2032 0.4955761432647705 916.5881958007812 903.4534301757812 None None None +22 2033 0.49565020203590393 916.6134033203125 903.4766845703125 None None None +22 2034 0.4956032633781433 916.5964965820312 903.4609985351562 None None None +22 2035 0.49556684494018555 916.633544921875 903.4990234375 None None None +22 2036 0.49557915329933167 916.58740234375 903.45263671875 None None None +22 2037 0.49554765224456787 916.5581665039062 903.4241943359375 None None None +22 2038 0.4954698383808136 916.637451171875 903.5054931640625 None None None +22 2039 0.49555885791778564 916.6087646484375 903.4744262695312 None None None +22 2040 0.49549803137779236 916.5720825195312 903.4393920898438 None None None +22 2041 0.49552157521247864 916.5670166015625 903.4337158203125 None None None +22 2042 0.49549999833106995 916.5385131835938 903.40576171875 None None None +22 2043 0.4954107403755188 916.4881591796875 903.3577880859375 None None None +22 2044 0.4953310787677765 916.4664306640625 903.3381958007812 None None None +22 2045 0.49524205923080444 916.4402465820312 903.3143920898438 None None None +22 2046 0.49526721239089966 916.478759765625 903.352294921875 None None None +22 2047 0.4952123463153839 916.4412231445312 903.3162231445312 None None None +22 2048 0.4952244162559509 916.4552612304688 903.3298950195312 None None None +22 2049 0.4951498508453369 916.466796875 903.3433837890625 None None None +22 2050 0.4951464831829071 916.413330078125 903.2900390625 None None None +22 2051 0.49509575963020325 916.313720703125 903.1917114257812 None None None +22 2052 0.49512460827827454 916.2462158203125 903.1234741210938 None None None +22 2053 0.4951323866844177 916.2234497070312 903.1005249023438 None None None +22 2054 0.49518266320228577 916.2271728515625 903.10302734375 None None None +22 2055 0.4951859712600708 916.2774047851562 903.1531372070312 None None None +22 2056 0.4952242970466614 916.2588500976562 903.133544921875 None None None +22 2057 0.49521404504776 916.35986328125 903.2348022460938 None None None +22 2058 0.49539339542388916 916.358154296875 903.2282104492188 None None None +22 2059 0.495376855134964 916.3751831054688 903.2457275390625 None None None +22 2060 0.4953211843967438 916.3338623046875 903.2059326171875 None None None +22 2061 0.4952828586101532 916.3753051757812 903.2484130859375 None None None +22 2062 0.495243638753891 916.31689453125 903.1910400390625 None None None +22 2063 0.49525919556617737 916.3275756835938 903.2013549804688 None None None +22 2064 0.49524569511413574 916.3406372070312 903.2147216796875 None None None +22 2065 0.49515455961227417 916.3889770507812 903.2654418945312 None None None +22 2066 0.4951634407043457 916.4865112304688 903.36279296875 None None None +22 2067 0.49525919556617737 916.6282348632812 903.501953125 None None None +22 2068 0.49520161747932434 916.70361328125 903.5787963867188 None None None +22 2069 0.49512600898742676 916.7406005859375 903.6177978515625 None None None +22 2070 0.49507907032966614 916.7840576171875 903.6624755859375 None None None +22 2071 0.495012104511261 916.7286987304688 903.60888671875 None None None +22 2072 0.4949820637702942 916.7410888671875 903.6220703125 None None None +22 2073 0.4949742555618286 916.72412109375 903.6052856445312 None None None +22 2074 0.49500590562820435 916.7028198242188 903.5831298828125 None None None +22 2075 0.4949904978275299 916.884765625 903.7655029296875 None None None +22 2076 0.49492308497428894 916.851806640625 903.734375 None None None +22 2077 0.49494948983192444 916.8009033203125 903.6828002929688 None None None +22 2078 0.49499472975730896 916.8121948242188 903.69287109375 None None None +22 2079 0.49498480558395386 916.7784423828125 903.6593627929688 None None None +22 2080 0.49492743611335754 916.8206787109375 903.7031860351562 None None None +22 2081 0.49490928649902344 916.7728881835938 903.6558227539062 None None None +22 2082 0.49488207697868347 916.756103515625 903.6397705078125 None None None +22 2083 0.4948468804359436 916.7625122070312 903.6470947265625 None None None +22 2084 0.49483662843704224 916.7258911132812 903.6107177734375 None None None +22 2085 0.4947971999645233 916.727783203125 903.6136474609375 None None None +22 2086 0.4947339594364166 916.826171875 903.7137451171875 None None None +22 2087 0.49471336603164673 916.8431396484375 903.7312622070312 None None None +22 2088 0.4948045611381531 916.8599853515625 903.74560546875 None None None +22 2089 0.4948119521141052 917.0159301757812 903.9013671875 None None None +22 2090 0.4947543442249298 917.0032958984375 903.8902587890625 None None None +22 2091 0.4947028160095215 916.9212646484375 903.8095703125 None None None +22 2092 0.49471843242645264 916.9237670898438 903.8116455078125 None None None +22 2093 0.4947029948234558 916.857666015625 903.7460327148438 None None None +22 2094 0.49473804235458374 916.8535766601562 903.740966796875 None None None +22 2095 0.4947119951248169 916.855712890625 903.7437744140625 None None None +22 2096 0.4947073757648468 916.825439453125 903.713623046875 None None None +22 2097 0.49465206265449524 916.823974609375 903.713623046875 None None None +22 2098 0.4946543574333191 916.8162231445312 903.7057495117188 None None None +22 2099 0.4947541058063507 916.7920532226562 903.678955078125 None None None +22 2100 0.4947298765182495 916.7190551757812 903.6066284179688 None None None +22 2101 0.4946900010108948 916.7128295898438 903.6014404296875 None None None +22 2102 0.4946807324886322 916.7006225585938 903.5894775390625 None None None +22 2103 0.4947368800640106 916.7345581054688 903.6220092773438 None None None +22 2104 0.49470603466033936 916.7687377929688 903.6570434570312 None None None +22 2105 0.4947115480899811 916.7561645507812 903.644287109375 None None None +22 2106 0.4946185052394867 916.8190307617188 903.7096557617188 None None None +22 2107 0.4947430491447449 916.8206176757812 903.7079467773438 None None None +22 2108 0.4947207570075989 916.82568359375 903.7135620117188 None None None +22 2109 0.49472755193710327 916.8230590820312 903.7107543945312 None None None +22 2110 0.4947373867034912 916.9456176757812 903.8330078125 None None None +22 2111 0.4947393536567688 916.9163818359375 903.8037109375 None None None +22 2112 0.494793564081192 916.8402709960938 903.7261352539062 None None None +22 2113 0.4948883056640625 916.7577514648438 903.64111328125 None None None +22 2114 0.4948596656322479 916.752685546875 903.6368408203125 None None None +22 2115 0.49481692910194397 916.8631591796875 903.7483520507812 None None None +22 2116 0.49473845958709717 916.9241943359375 903.8115844726562 None None None +22 2117 0.4948037266731262 916.9490966796875 903.834716796875 None None None +22 2118 0.49480098485946655 916.8883056640625 903.7739868164062 None None None +22 2119 0.4948539435863495 916.9002685546875 903.7845458984375 None None None +22 2120 0.4948253333568573 916.823486328125 903.7085571289062 None None None +22 2121 0.4948151111602783 916.73828125 903.6235961914062 None None None +22 2122 0.4947919249534607 916.6928100585938 903.5787963867188 None None None +22 2123 0.4947894811630249 916.6798706054688 903.56591796875 None None None +22 2124 0.49485036730766296 916.6195068359375 903.50390625 None None None +22 2125 0.4948030114173889 916.737060546875 903.6226806640625 None None None +22 2126 0.4948432147502899 916.7278442382812 903.6123657226562 None None None +22 2127 0.49498435854911804 916.7820434570312 903.662841796875 None None None +22 2128 0.4950130879878998 916.8616943359375 903.74169921875 None None None +22 2129 0.49498820304870605 916.8221435546875 903.7027587890625 None None None +22 2130 0.49503323435783386 916.8858642578125 903.7653198242188 None None None +22 2131 0.4949912428855896 916.8490600585938 903.7296142578125 None None None +22 2132 0.49502134323120117 916.9227905273438 903.8025512695312 None None None +22 2133 0.4950316250324249 916.900634765625 903.7800903320312 None None None +22 2134 0.49499690532684326 916.9415893554688 903.822021484375 None None None +22 2135 0.4949455261230469 916.9842529296875 903.8660888671875 None None None +22 2136 0.49490606784820557 916.9642944335938 903.84716796875 None None None +22 2137 0.49486681818962097 917.0386962890625 903.9225463867188 None None None +22 2138 0.49483487010002136 917.1141967773438 903.9989624023438 None None None +22 2139 0.49482548236846924 917.0533447265625 903.9383544921875 None None None +22 2140 0.49487021565437317 917.0681762695312 903.9520263671875 None None None +22 2141 0.4948500394821167 917.0551147460938 903.939453125 None None None +22 2142 0.49486246705055237 917.076171875 903.9601440429688 None None None +22 2143 0.4947933256626129 917.0557250976562 903.9415893554688 None None None +22 2144 0.4948122203350067 917.0228271484375 903.908203125 None None None +22 2145 0.4947201907634735 917.0584716796875 903.9462890625 None None None +22 2146 0.4946744441986084 917.066650390625 903.9556884765625 None None None +22 2147 0.4946398138999939 917.0576782226562 903.9476928710938 None None None +22 2148 0.4946349561214447 917.0565185546875 903.9465942382812 None None None +22 2149 0.49477437138557434 917.1248779296875 904.0112915039062 None None None +22 2150 0.49470022320747375 917.169677734375 904.0580444335938 None None None +22 2151 0.4946728050708771 917.1353149414062 904.0244750976562 None None None +22 2152 0.4946630299091339 917.1770629882812 904.0664672851562 None None None +22 2153 0.49466368556022644 917.1286010742188 904.0180053710938 None None None +22 2154 0.49463170766830444 917.1878051757812 904.0780029296875 None None None +22 2155 0.4946102499961853 917.1742553710938 904.0650634765625 None None None +22 2156 0.49468034505844116 917.04443359375 903.933349609375 None None None +22 2157 0.49474605917930603 917.1555786132812 904.042724609375 None None None +22 2158 0.49477648735046387 917.0945434570312 903.9808959960938 None None None +22 2159 0.4948505461215973 917.0231323242188 903.9075317382812 None None None +22 2160 0.49477657675743103 916.9339599609375 903.8203125 None None None +22 2161 0.4947870671749115 916.994384765625 903.8804931640625 None None None +22 2162 0.494787335395813 916.9658813476562 903.8519287109375 None None None +22 2163 0.4947511553764343 916.9202270507812 903.8072509765625 None None None +22 2164 0.49485811591148376 916.8817749023438 903.7659912109375 None None None +22 2165 0.49484071135520935 916.8389282226562 903.7235717773438 None None None +22 2166 0.4948199391365051 916.9166870117188 903.8018798828125 None None None +22 2167 0.49481865763664246 916.8721923828125 903.7574462890625 None None None +22 2168 0.49482443928718567 916.8317260742188 903.7169189453125 None None None +22 2169 0.4949498474597931 916.8663940429688 903.7481689453125 None None None +22 2170 0.49492642283439636 916.8148193359375 903.697265625 None None None +22 2171 0.4950447678565979 916.8140258789062 903.693359375 None None None +22 2172 0.4950677752494812 916.8325805664062 903.7112426757812 None None None +22 2173 0.49505433440208435 916.8724975585938 903.7515258789062 None None None +22 2174 0.4949817359447479 916.8411865234375 903.7222290039062 None None None +22 2175 0.4949735403060913 916.8526611328125 903.73388671875 None None None +22 2176 0.49502086639404297 916.774658203125 903.6546630859375 None None None +22 2177 0.4950096011161804 916.8057250976562 903.68603515625 None None None +22 2178 0.49500107765197754 916.7677001953125 903.6482543945312 None None None +22 2179 0.4949686527252197 916.6909790039062 903.5723876953125 None None None +22 2180 0.4949323236942291 916.6680297851562 903.5504150390625 None None None +22 2181 0.4949056804180145 916.7163696289062 903.5994873046875 None None None +22 2182 0.4948871433734894 916.81396484375 903.6975708007812 None None None +22 2183 0.4948374330997467 916.7862548828125 903.6712036132812 None None None +22 2184 0.4948084056377411 916.7156982421875 903.6014404296875 None None None +22 2185 0.49480563402175903 916.6787109375 903.5645141601562 None None None +22 2186 0.49476608633995056 916.6180419921875 903.5048828125 None None None +22 2187 0.49484628438949585 916.5516967773438 903.4363403320312 None None None +22 2188 0.4948282837867737 916.4697875976562 903.3549194335938 None None None +22 2189 0.49489468336105347 916.4133911132812 903.2967529296875 None None None +22 2190 0.494857519865036 916.4607543945312 903.3450927734375 None None None +22 2191 0.4950426518917084 916.5367431640625 903.4161376953125 None None None +22 2192 0.4950140118598938 916.5198974609375 903.4000854492188 None None None +22 2193 0.495030015707016 916.5746459960938 903.454345703125 None None None +22 2194 0.495077520608902 916.5509643554688 903.4293823242188 None None None +22 2195 0.49516263604164124 916.5430908203125 903.4192504882812 None None None diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..4534853cf75224ee0c95ac18cb87a27b60ea590a --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:14:15.584969: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.197051: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:19.203100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:14:19.283562: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:03:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:19.283688: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.314876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:19.315045: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:19.331213: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:19.338344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:19.366010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:19.372911: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:19.374422: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:19.382073: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:19.382566: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:14:19.384064: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:19.385064: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:03:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:19.385112: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.385158: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:19.385186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:19.385212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:19.385239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:19.385266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:19.385309: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:19.385337: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:19.386965: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:19.388899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:21.587600: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:14:21.587722: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:14:21.587742: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:14:21.624107: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:03:00.0, compute capability: 6.0) +2023-07-16 23:14:22.644938: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..0034e42533df7536511f97c35fd2e451b120866c --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/bias_model_scaled diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet.params.json b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..1cbfd1dcf05eedd9997dec5cd4726546a8bae347 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "26.5", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..bf417a97ca8b0b869b5fccc6009b6a1f54c8b6e4 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 6.0 +counts_sum_max_thresh 12165.62 +trainings_pts_post_thresh 153357 diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..2964818cf28584e2c37f6b671a3d8349ef2bcb20 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 12:26:47.572586: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:51.131188: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:26:51.136452: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 12:26:51.169552: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-17 12:26:51.169650: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:51.199213: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:26:51.199378: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:26:51.214362: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:26:51.221282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:26:51.247301: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:26:51.253954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:26:51.255500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:26:51.257606: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:26:51.257997: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 12:26:51.259027: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:26:51.259333: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-17 12:26:51.259370: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:51.259403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:26:51.259429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:26:51.259459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:26:51.259484: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:26:51.259508: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:26:51.259533: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:26:51.259557: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:26:51.259962: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:26:51.261670: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:26:53.400749: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 12:26:53.400849: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 12:26:53.400869: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 12:26:53.404308: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:04:00.0, compute capability: 6.0) +2023-07-17 12:26:56.157029: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..a926787a7ee5d2b50cb630437557fa2d4f049e61 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/chrombpnet diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..87145f58e56b139e882574db0600c5c03e07fa3c --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 26.5 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f58e4833bbd91692cce986badec415c9d05eb6 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f58e4833bbd91692cce986badec415c9d05eb6 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..e4cb4e8d8261853915ef85acc8c726d617127b92 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.epoch_loss.csv @@ -0,0 +1,24 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.9795958995819092,1159.620361328125,1212.08056640625,1.0426652431488037,1083.2294921875,1110.860595703125 +1,1.0574564933776855,1061.10888671875,1089.13134765625,1.0277255773544312,1046.1943359375,1073.429443359375 +2,0.9675320386886597,1034.8619384765625,1060.5009765625,0.8797268867492676,1091.3612060546875,1114.6739501953125 +3,0.9285402894020081,1019.0806274414062,1043.6871337890625,0.8524413704872131,1041.7548828125,1064.3446044921875 +4,0.878324031829834,1007.4141845703125,1030.689208984375,0.952461302280426,1042.46435546875,1067.7047119140625 +5,0.8491877317428589,997.233154296875,1019.736572265625,0.929930567741394,1038.744140625,1063.38720703125 +6,0.8180537223815918,989.61474609375,1011.293701171875,0.8423221707344055,1041.6112060546875,1063.932861328125 +7,0.7971042990684509,983.672607421875,1004.7946166992188,0.8826779723167419,1044.0234375,1067.41455078125 +8,0.7709347009658813,975.9442138671875,996.3740844726562,0.8571536540985107,1039.2003173828125,1061.914794921875 +9,0.7529057264328003,970.1375732421875,990.090087890625,0.8226302862167358,1054.279296875,1076.0787353515625 +10,0.7411206364631653,967.6109008789062,987.2523193359375,0.8077831268310547,1053.5906982421875,1074.996826171875 +11,0.7152016758918762,964.71826171875,983.6710205078125,0.8027079701423645,1037.5316162109375,1058.8033447265625 +12,0.6992340683937073,960.7586059570312,979.2882690429688,0.823506772518158,1037.327392578125,1059.1502685546875 +13,0.6833746433258057,955.2462768554688,973.3560180664062,0.8296551704406738,1034.0399169921875,1056.0260009765625 +14,0.661868691444397,955.0729370117188,972.6140747070312,0.8063206076622009,1043.279052734375,1064.64599609375 +15,0.6507424116134644,950.56640625,967.8108520507812,0.8068686127662659,1033.7852783203125,1055.167236328125 +16,0.6418969631195068,949.8872680664062,966.8978271484375,0.8162214159965515,1029.5147705078125,1051.14501953125 +17,0.6275401711463928,947.25,963.8790283203125,0.8353319764137268,1025.6929931640625,1047.8291015625 +18,0.6123160719871521,944.3628540039062,960.5885009765625,0.8672587871551514,1058.9183349609375,1081.900634765625 +19,0.598189115524292,941.9989624023438,957.8502807617188,0.8330923914909363,1051.2987060546875,1073.375 +20,0.5917767882347107,940.3417358398438,956.0238037109375,0.8272252678871155,1055.5938720703125,1077.5147705078125 +21,0.5250986814498901,918.12158203125,932.034912109375,0.8059922456741333,1042.319091796875,1063.677734375 +22,0.49516263604164124,903.4192504882812,916.5430908203125,0.8454811573028564,1049.9630126953125,1072.3677978515625 diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stderr.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8856b6f798193857366b19266cacc0381a7d584 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stderr.txt @@ -0,0 +1,328 @@ +2022-10-04 14:55:42.160076: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:03:44.900530: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:03:44.902043: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 15:03:45.358961: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 15:03:45.359086: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:03:45.384259: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:03:45.384412: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:03:45.397984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:03:45.404235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:03:45.426125: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:03:45.432365: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:03:45.433808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:03:45.438395: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:03:45.438746: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 15:03:45.438824: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:03:45.440334: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 15:03:45.440365: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:03:45.440384: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:03:45.440398: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:03:45.440413: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:03:45.440426: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:03:45.440440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:03:45.440453: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:03:45.440466: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:03:45.443378: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:03:45.444954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:03:47.127285: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 15:03:47.127427: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 15:03:47.127440: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 15:03:47.134738: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +2022-10-04 15:03:48.415896: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 15:03:48.424854: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 15:03:48.604116: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:03:50.160591: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:03:50.169708: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:04:19.855201: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:04:21.474340: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:04:21.475310: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 15:04:21.776583: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 15:04:21.776696: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:04:21.779007: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:04:21.779065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:04:21.780094: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:04:21.780279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:04:21.782656: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:04:21.783174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:04:21.783306: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:04:21.785076: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:04:21.785394: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 15:04:21.785473: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:04:21.786325: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 15:04:21.786370: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:04:21.786388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:04:21.786402: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:04:21.786416: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:04:21.786429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:04:21.786442: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:04:21.786455: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:04:21.786468: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:04:21.788114: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:04:21.788147: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:04:22.294588: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 15:04:22.294716: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 15:04:22.294728: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 15:04:22.297579: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +2022-10-04 15:09:56.888694: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 15:09:56.889409: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 15:09:58.292734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:09:58.785905: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:09:58.802677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:10:02.299808: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-04 17:28:29.971240: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:28:32.772604: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:28:32.773722: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 17:28:33.198179: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:28:33.198303: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:28:33.200756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:28:33.200894: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:28:33.202046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:28:33.202264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:28:33.204801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:28:33.205441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:28:33.205596: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:28:33.208713: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:28:33.209111: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 17:28:33.209198: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:28:33.210752: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:28:33.210786: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:28:33.210820: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:28:33.210836: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:28:33.210851: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:28:33.210866: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:28:33.210882: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:28:33.210896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:28:33.210910: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:28:33.213815: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:28:33.213870: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:28:33.775675: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 17:28:33.775812: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 17:28:33.775825: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 17:28:33.779346: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +2022-10-04 17:30:18.139783: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 17:30:18.143535: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 17:30:18.235396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:30:19.036295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:30:19.038715: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 17:32:08.142954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:32:10.646624: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:32:10.647659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 17:32:10.926282: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:32:10.926405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:32:10.928805: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:32:10.928923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:32:10.930009: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:32:10.930210: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:32:10.932658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:32:10.933255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:32:10.933399: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:32:10.935522: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:32:10.935867: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 17:32:10.935991: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:32:10.937059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:32:10.937090: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:32:10.937117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:32:10.937133: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:32:10.937149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:32:10.937163: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:32:10.937177: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:32:10.937192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:32:10.937207: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:32:10.939158: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:32:10.939195: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:32:11.483336: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 17:32:11.483469: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 17:32:11.483482: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 17:32:11.486713: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 17:33:24.229735: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 17:33:24.232322: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 17:33:24.293424: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:33:24.806870: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:33:24.808758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 17:35:05.645602: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:35:08.187320: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:35:08.188407: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 17:35:08.460177: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:35:08.460305: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:35:08.462693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:35:08.462817: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:35:08.463913: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:35:08.464119: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:35:08.466571: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:35:08.467189: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:35:08.467336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:35:08.469483: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:35:08.469830: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 17:35:08.469914: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:35:08.470943: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:35:08.470972: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:35:08.471000: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:35:08.471017: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:35:08.471060: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:35:08.471077: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:35:08.471092: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:35:08.471109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:35:08.471124: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:35:08.473003: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:35:08.473047: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:35:09.025155: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 17:35:09.025292: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 17:35:09.025305: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 17:35:09.028851: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +2022-10-04 17:36:21.556767: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 17:36:21.558678: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 17:36:21.599131: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:36:22.146298: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:36:22.148194: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 17:37:17.073562: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:37:18.349475: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:37:18.350522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 17:37:18.623855: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:37:18.624000: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:37:18.626418: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:37:18.626534: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:37:18.627597: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:37:18.627796: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:37:18.630172: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:37:18.630735: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:37:18.630877: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:37:18.632831: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:37:18.633197: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 17:37:18.633284: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:37:18.634234: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:37:18.634271: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:37:18.634293: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:37:18.634308: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:37:18.634323: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:37:18.634339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:37:18.634354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:37:18.634368: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:37:18.634383: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:37:18.636128: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:37:18.636174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:37:19.182557: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 17:37:19.182712: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 17:37:19.182726: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 17:37:19.186199: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 17:37:36.804200: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 17:37:36.804816: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 17:37:37.019117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:37:37.642447: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:37:37.644504: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_2//footprints’: File exists +2022-10-04 17:39:12.005883: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:39:13.247780: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:39:13.248909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 17:39:13.665566: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:39:13.665703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:39:13.668112: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:39:13.668246: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:39:13.669327: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:39:13.669526: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:39:13.671995: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:39:13.672588: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:39:13.672733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:39:13.675777: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:39:13.676143: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 17:39:13.676233: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 17:39:13.677775: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 17:39:13.677850: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:39:13.677874: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:39:13.677891: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:39:13.677908: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 17:39:13.677923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 17:39:13.677958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 17:39:13.677975: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 17:39:13.677992: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 17:39:13.680850: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 17:39:13.680910: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 17:39:14.229988: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 17:39:14.230123: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 17:39:14.230136: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 17:39:14.233747: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:4d:00.0, compute capability: 8.0) +2022-10-04 17:39:31.310142: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 17:39:31.310746: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000000000 Hz +2022-10-04 17:39:31.462323: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 17:39:32.136958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 17:39:32.139001: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stdout.txt b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d209df7bab7529472912b7228140aa7624b7d409 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR000EMJ/logfile.modelling.fold_2.ENCSR000EMJ.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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a/fold_2/model.chrombpnet.fold_2.ENCSR000EMJ.tar b/fold_2/model.chrombpnet.fold_2.ENCSR000EMJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..155088a9c4ac139b56c30831cad56dfe0ad58575 --- /dev/null +++ b/fold_2/model.chrombpnet.fold_2.ENCSR000EMJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7b76acba5115d61a29735ecbd125dd4b94f6623e78c4ea272013c318911f696 +size 27607040 diff --git a/fold_2/model.chrombpnet_nobias.fold_2.ENCSR000EMJ.h5 b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR000EMJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..050e65f81c9ed85f1283d1daf8b8d9e4a0461cf8 --- /dev/null +++ b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR000EMJ.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:142d6789dfd53fc927f3c38b46e66b9e26c0e7a8a568cc1e62d7120d95d520e0 +size 25583536 diff --git a/fold_2/model.chrombpnet_nobias.fold_2.ENCSR000EMJ.tar b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR000EMJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..f8f676e92ba9c196b5985adfdc17b19428328338 --- /dev/null +++ b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR000EMJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21b76785672fb2165ef33fcb83104e5eea4ca4c0c0e8319ba4a7d2713d2e12a7 +size 26081280 diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.args.json b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.args.json new file mode 100644 index 0000000000000000000000000000000000000000..d03221fa5c996463a9248fa61310196fc6c77321 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.batch_loss.tsv b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..d82dec74688757048dbbb5e15efc4e9c18dbee26 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.batch_loss.tsv @@ -0,0 +1,42501 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 4.613757133483887 1371.036865234375 1247.38818359375 None None None +0 1 688.5233154296875 20062.212890625 1609.79052734375 None None None +0 2 460.6549377441406 13876.4697265625 1530.9195556640625 None None None +0 3 347.3503112792969 10986.36328125 1677.3758544921875 None None None +0 4 278.97491455078125 9099.279296875 1622.75244140625 None None None +0 5 233.5559539794922 7886.86474609375 1627.5653076171875 None None None +0 6 200.8083038330078 6938.0380859375 1556.3758544921875 None None None +0 7 176.54953002929688 6303.33984375 1571.8128662109375 None None None +0 8 157.54339599609375 5769.02734375 1546.8642578125 None None None +0 9 142.22048950195312 5307.8388671875 1496.3294677734375 None None None +0 10 129.82188415527344 4969.62158203125 1490.39501953125 None None None +0 11 119.41919708251953 4672.18310546875 1471.7486572265625 None None None +0 12 110.65599060058594 4426.0400390625 1460.459716796875 None None None +0 13 103.22021484375 4247.19921875 1480.8975830078125 None None None +0 14 96.70846557617188 4063.790283203125 1472.003662109375 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None None None +0 1863 4.07133150100708 1306.469970703125 1197.3582763671875 None None None +0 1864 4.069852828979492 1306.355224609375 1197.2830810546875 None None None +0 1865 4.068528652191162 1306.3292236328125 1197.29248046875 None None None +0 1866 4.066927909851074 1306.129638671875 1197.1357421875 None None None +0 1867 4.065342426300049 1305.994873046875 1197.04345703125 None None None +0 1868 4.063897609710693 1305.9830322265625 1197.0701904296875 None None None +0 1869 4.062435626983643 1305.8006591796875 1196.9271240234375 None None None +0 1870 4.060889720916748 1305.5736083984375 1196.741455078125 None None None +0 1871 4.0593976974487305 1305.515869140625 1196.7236328125 None None None +0 1872 4.057839393615723 1305.3433837890625 1196.593017578125 None None None +0 1873 4.056344509124756 1305.170654296875 1196.460205078125 None None None +0 1874 4.054938793182373 1305.21044921875 1196.53759765625 None None None +0 1875 4.053362846374512 1304.9849853515625 1196.3544921875 None None None +0 1876 4.051933765411377 1304.885009765625 1196.2928466796875 None None None +0 1877 4.050352573394775 1304.760498046875 1196.210693359375 None None None +0 1878 4.048786640167236 1304.615478515625 1196.107666015625 None None None +0 1879 4.047271728515625 1304.5650634765625 1196.0977783203125 None None None +0 1880 4.045713424682617 1304.4361572265625 1196.0106201171875 None None None +0 1881 4.04415225982666 1304.2589111328125 1195.8751220703125 None None None +0 1882 4.04269552230835 1304.2001953125 1195.8555908203125 None None None +0 1883 4.041384696960449 1304.014892578125 1195.705322265625 None None None +0 1884 4.039929389953613 1303.9786376953125 1195.7081298828125 None None None +0 1885 4.0384602546691895 1303.9957275390625 1195.764404296875 None None None +0 1886 4.037024021148682 1303.916748046875 1195.723876953125 None None None +0 1887 4.035465240478516 1303.7269287109375 1195.57568359375 None None None +0 1888 4.03385066986084 1303.55712890625 1195.4493408203125 None None None +0 1889 4.032350540161133 1303.4141845703125 1195.3465576171875 None None None +0 1890 4.030788898468018 1303.46875 1195.443115234375 None None None +0 1891 4.029256820678711 1303.40234375 1195.4178466796875 None None None +0 1892 4.027824401855469 1303.2557373046875 1195.3095703125 None None None +0 1893 4.026393413543701 1303.163818359375 1195.256103515625 None None None +0 1894 4.024928092956543 1303.0035400390625 1195.1351318359375 None None None +0 1895 4.0234599113464355 1302.8690185546875 1195.0399169921875 None None None +0 1896 4.021893501281738 1302.7081298828125 1194.9210205078125 None None None +0 1897 4.020493030548096 1302.722900390625 1194.973388671875 None None None +0 1898 4.0191650390625 1302.7535400390625 1195.0396728515625 None None None +0 1899 4.017747402191162 1302.8052978515625 1195.12939453125 None None None +0 1900 4.0162506103515625 1302.802978515625 1195.1671142578125 None None None +0 1901 4.014785289764404 1302.640625 1195.0440673828125 None None None +0 1902 4.013171195983887 1302.441162109375 1194.8878173828125 None None None +0 1903 4.0116753578186035 1302.3309326171875 1194.817626953125 None None None +0 1904 4.010285377502441 1302.246337890625 1194.7703857421875 None None None +0 1905 4.008724212646484 1302.0205078125 1194.5863037109375 None None None +0 1906 4.007357120513916 1301.911376953125 1194.5137939453125 None None None +0 1907 4.006148338317871 1301.93505859375 1194.56982421875 None None None +0 1908 4.004514694213867 1301.7860107421875 1194.464599609375 None None None +0 1909 4.003129005432129 1301.75048828125 1194.4661865234375 None None None +0 1910 4.0018157958984375 1301.8427734375 1194.5936279296875 None None None +0 1911 4.000838756561279 1301.7738037109375 1194.5509033203125 None None None +0 1912 3.9994423389434814 1301.7391357421875 1194.5535888671875 None None None +0 1913 3.997968912124634 1301.723388671875 1194.5772705078125 None None None +0 1914 3.9965100288391113 1301.6429443359375 1194.5360107421875 None None None +0 1915 3.9951953887939453 1301.47900390625 1194.4073486328125 None None None +0 1916 3.9936866760253906 1301.357666015625 1194.3265380859375 None None None +0 1917 3.9921176433563232 1301.115234375 1194.1260986328125 None None None +0 1918 3.9906280040740967 1301.0147705078125 1194.0655517578125 None None None +0 1919 3.989093780517578 1300.8768310546875 1193.96875 None None None +0 1920 3.987687826156616 1300.8056640625 1193.9351806640625 None None None +0 1921 3.98637056350708 1300.765625 1193.930419921875 None None None +0 1922 3.9848248958587646 1300.9127197265625 1194.119140625 None None None +0 1923 3.9833102226257324 1300.88232421875 1194.129150390625 None None None +0 1924 3.9818899631500244 1300.7672119140625 1194.05224609375 None None None +0 1925 3.9805493354797363 1300.643798828125 1193.9647216796875 None None None +0 1926 3.97906756401062 1300.50830078125 1193.868896484375 None None None +0 1927 3.9775846004486084 1300.4151611328125 1193.8154296875 None None None +0 1928 3.976253032684326 1300.3905029296875 1193.826416015625 None None None +0 1929 3.974982500076294 1300.2462158203125 1193.71630859375 None None None +0 1930 3.9734740257263184 1300.148681640625 1193.6590576171875 None None None +0 1931 3.9719934463500977 1300.06640625 1193.616455078125 None None None +0 1932 3.970820903778076 1300.1368408203125 1193.71826171875 None None None +0 1933 3.9693031311035156 1300.0628662109375 1193.6849365234375 None None None +0 1934 3.967834711074829 1299.946533203125 1193.6080322265625 None None None +0 1935 3.9663164615631104 1300.022216796875 1193.7244873046875 None None None +0 1936 3.9649484157562256 1299.948486328125 1193.6873779296875 None None None +0 1937 3.9636189937591553 1300.00927734375 1193.783935546875 None None None +0 1938 3.962676525115967 1300.1444091796875 1193.9443359375 None None None +0 1939 3.961408853530884 1300.0946044921875 1193.928466796875 None None None +0 1940 3.959986686706543 1300.045654296875 1193.9176025390625 None None None +0 1941 3.9587481021881104 1299.8546142578125 1193.759765625 None None None +0 1942 3.957315683364868 1300.0162353515625 1193.959716796875 None None None +0 1943 3.9560258388519287 1299.901611328125 1193.879638671875 None None None +0 1944 3.954585552215576 1299.906005859375 1193.922607421875 None None None +0 1945 3.953247308731079 1299.9005126953125 1193.9530029296875 None None None +0 1946 3.952000379562378 1299.9207763671875 1194.006591796875 None None None +0 1947 3.9506800174713135 1299.937744140625 1194.05908203125 None None None +0 1948 3.949496269226074 1299.909423828125 1194.0623779296875 None None None +0 1949 3.948103189468384 1299.8143310546875 1194.004638671875 None None None +0 1950 3.9468226432800293 1299.7037353515625 1193.92822265625 None None None +0 1951 3.945517063140869 1299.7191162109375 1193.9786376953125 None None None +0 1952 3.944244861602783 1299.79443359375 1194.087890625 None None None +0 1953 3.9428958892822266 1299.7734375 1194.1031494140625 None None None +0 1954 3.941683053970337 1299.613525390625 1193.975830078125 None None None +0 1955 3.940373659133911 1299.483642578125 1193.8809814453125 None None None +0 1956 3.9389700889587402 1299.3079833984375 1193.742919921875 None None None +0 1957 3.937589168548584 1299.173828125 1193.645751953125 None None None +0 1958 3.936306953430176 1299.0880126953125 1193.5946044921875 None None None +0 1959 3.9352331161499023 1299.1068115234375 1193.64208984375 None None None +0 1960 3.934232473373413 1299.00634765625 1193.568603515625 None None None +0 1961 3.93271803855896 1298.72900390625 1193.3316650390625 None None None +0 1962 3.931485652923584 1298.6365966796875 1193.2724609375 None None None +0 1963 3.9300944805145264 1298.5286865234375 1193.2017822265625 None None None +0 1964 3.928875207901001 1298.51904296875 1193.224853515625 None None None +0 1965 3.927551746368408 1298.4647216796875 1193.2060546875 None None None +0 1966 3.9264028072357178 1298.475830078125 1193.247802734375 None None None +0 1967 3.9252800941467285 1298.41943359375 1193.2215576171875 None None None +0 1968 3.92402720451355 1298.2862548828125 1193.1220703125 None None None +0 1969 3.9227864742279053 1298.3109130859375 1193.1798095703125 None None None +0 1970 3.9213624000549316 1298.203369140625 1193.1104736328125 None None None +0 1971 3.919999122619629 1298.2696533203125 1193.21337890625 None None None +0 1972 3.9187045097351074 1298.2894287109375 1193.2677001953125 None None None +0 1973 3.9175541400909424 1298.3037109375 1193.3128662109375 None None None +0 1974 3.9160239696502686 1298.22216796875 1193.2723388671875 None None None +0 1975 3.9146180152893066 1298.118896484375 1193.206787109375 None None None +0 1976 3.9131851196289062 1298.111328125 1193.2374267578125 None None None +0 1977 3.9119374752044678 1298.03564453125 1193.1953125 None None None +0 1978 3.9107069969177246 1298.0606689453125 1193.253173828125 None None None +0 1979 3.9094338417053223 1298.1239013671875 1193.3504638671875 None None None +0 1980 3.908174753189087 1298.0009765625 1193.2613525390625 None None None +0 1981 3.906736373901367 1297.6990966796875 1192.997802734375 None None None +0 1982 3.9056951999664307 1297.9212646484375 1193.2479248046875 None None None +0 1983 3.9041929244995117 1297.7603759765625 1193.12744140625 None None None +0 1984 3.9028642177581787 1297.6104736328125 1193.0130615234375 None None None +0 1985 3.9016313552856445 1297.5816650390625 1193.017333984375 None None None +0 1986 3.900367021560669 1297.4075927734375 1192.877197265625 None None None +0 1987 3.8991527557373047 1297.316162109375 1192.818115234375 None None None +0 1988 3.897815227508545 1297.2591552734375 1192.7969970703125 None None None +0 1989 3.8964524269104004 1297.1068115234375 1192.68115234375 None None None +0 1990 3.8952245712280273 1297.193359375 1192.80078125 None None None +0 1991 3.893900156021118 1297.0343017578125 1192.6771240234375 None None None +0 1992 3.892585277557373 1296.885498046875 1192.5635986328125 None None None +0 1993 3.8912956714630127 1296.8724365234375 1192.5850830078125 None None None +0 1994 3.8899683952331543 1296.8388671875 1192.5870361328125 None None None +0 1995 3.888559341430664 1296.7274169921875 1192.513427734375 None None None +0 1996 3.887209415435791 1296.6533203125 1192.4754638671875 None None None +0 1997 3.8858790397644043 1296.47998046875 1192.337890625 None None None +0 1998 3.8846206665039062 1296.2705078125 1192.162109375 None None None +0 1999 3.8831605911254883 1296.114013671875 1192.044677734375 None None None +0 2000 3.881816864013672 1296.009033203125 1191.9755859375 None None None +0 2001 3.8803632259368896 1295.75927734375 1191.764892578125 None None None +0 2002 3.8791096210479736 1295.7596435546875 1191.798828125 None None None +0 2003 3.8778417110443115 1295.6954345703125 1191.7686767578125 None None None +0 2004 3.8765316009521484 1295.731201171875 1191.8394775390625 None None None +0 2005 3.8752341270446777 1295.7716064453125 1191.9146728515625 None None None +0 2006 3.8739168643951416 1295.65283203125 1191.8311767578125 None None None +0 2007 3.872774124145508 1295.5394287109375 1191.74853515625 None None None +0 2008 3.8715174198150635 1295.4078369140625 1191.650390625 None None None +0 2009 3.8705179691314697 1295.507568359375 1191.7769775390625 None None None +0 2010 3.869166135787964 1295.49462890625 1191.80029296875 None None None +0 2011 3.8678977489471436 1295.4500732421875 1191.7896728515625 None None None +0 2012 3.866704225540161 1295.3006591796875 1191.6722412109375 None None None +0 2013 3.8654065132141113 1295.18994140625 1191.59619140625 None None None +0 2014 3.8641164302825928 1295.1019287109375 1191.5428466796875 None None None +0 2015 3.8628089427948 1295.0318603515625 1191.5076904296875 None None None +0 2016 3.861301898956299 1294.978271484375 1191.4945068359375 None None None +0 2017 3.859976053237915 1294.9649658203125 1191.5166015625 None None None +0 2018 3.85866379737854 1294.835693359375 1191.4224853515625 None None None +0 2019 3.857309103012085 1294.77197265625 1191.3951416015625 None None None +0 2020 3.856208562850952 1294.6949462890625 1191.34765625 None None None +0 2021 3.8550281524658203 1294.747314453125 1191.4315185546875 None None None +0 2022 3.853762149810791 1294.7188720703125 1191.43701171875 None None None +0 2023 3.852414608001709 1294.6566162109375 1191.4107666015625 None None None +0 2024 3.8511343002319336 1294.6883544921875 1191.4769287109375 None None None +0 2025 3.8497910499572754 1294.6461181640625 1191.4705810546875 None None None +0 2026 3.848423957824707 1294.518310546875 1191.37939453125 None None None +0 2027 3.847050189971924 1294.362060546875 1191.260009765625 None None None +0 2028 3.8456506729125977 1294.298583984375 1191.2340087890625 None None None +0 2029 3.844370126724243 1294.1904296875 1191.16015625 None None None +0 2030 3.8428759574890137 1293.9818115234375 1190.991455078125 None None None +0 2031 3.8416192531585693 1293.9625244140625 1191.005859375 None None None +0 2032 3.840412139892578 1293.88720703125 1190.963134765625 None None None +0 2033 3.8391149044036865 1293.9014892578125 1191.01220703125 None None None +0 2034 3.837759017944336 1293.72216796875 1190.8690185546875 None None None +0 2035 3.8364925384521484 1293.8214111328125 1191.0023193359375 None None None +0 2036 3.8351492881774902 1293.6807861328125 1190.8975830078125 None None None +0 2037 3.8338732719421387 1293.7139892578125 1190.965087890625 None None None +0 2038 3.8325555324554443 1293.706787109375 1190.9932861328125 None None None +0 2039 3.83115291595459 1293.571044921875 1190.8951416015625 None None None +0 2040 3.829850435256958 1293.478515625 1190.8375244140625 None None None +0 2041 3.828564405441284 1293.3740234375 1190.7674560546875 None None None +0 2042 3.8274343013763428 1293.2247314453125 1190.6485595703125 None None None +0 2043 3.826707601547241 1293.1165771484375 1190.5599365234375 None None None +0 2044 3.825617790222168 1293.0294189453125 1190.501953125 None None None +0 2045 3.8242318630218506 1292.94091796875 1190.4505615234375 None None None +0 2046 3.8228847980499268 1292.7669677734375 1190.3128662109375 None None None +0 2047 3.821632146835327 1292.717529296875 1190.296875 None None None +0 2048 3.8205020427703857 1292.6949462890625 1190.3045654296875 None None None +0 2049 3.8193657398223877 1292.6318359375 1190.27197265625 None None None +0 2050 3.8183095455169678 1292.6409912109375 1190.3094482421875 None None None +0 2051 3.817128896713257 1292.6185302734375 1190.3184814453125 None None None +0 2052 3.815972089767456 1292.576904296875 1190.307861328125 None None None +0 2053 3.814899206161499 1292.5548095703125 1190.3145751953125 None None None +0 2054 3.813602924346924 1292.494140625 1190.28857421875 None None None +0 2055 3.8123185634613037 1292.467041015625 1190.2958984375 None None None +0 2056 3.8110837936401367 1292.3758544921875 1190.2376708984375 None None None +0 2057 3.8097338676452637 1292.2855224609375 1190.1834716796875 None None None +0 2058 3.8083813190460205 1292.1378173828125 1190.072021484375 None None None +0 2059 3.80715012550354 1291.9957275390625 1189.9627685546875 None None None +0 2060 3.805921792984009 1291.8292236328125 1189.8292236328125 None None None +0 2061 3.804725170135498 1291.7913818359375 1189.8233642578125 None None None +0 2062 3.803402900695801 1291.7125244140625 1189.780029296875 None None None +0 2063 3.80196475982666 1291.534423828125 1189.640380859375 None None None +0 2064 3.8005852699279785 1291.2962646484375 1189.4393310546875 None None None +0 2065 3.799182653427124 1291.1253662109375 1189.3060302734375 None None None +0 2066 3.797973394393921 1291.0042724609375 1189.2171630859375 None None None +0 2067 3.796919822692871 1290.9869384765625 1189.22802734375 None None None +0 2068 3.795654773712158 1290.9820556640625 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1.1782845258712769 1116.777587890625 1085.199951171875 None None None +1 1941 1.1782714128494263 1116.7333984375 1085.15625 None None None +1 1942 1.1780688762664795 1116.721923828125 1085.150146484375 None None None +1 1943 1.1781936883926392 1116.7391357421875 1085.1641845703125 None None None +1 1944 1.178343415260315 1116.5965576171875 1085.0174560546875 None None None +1 1945 1.1782712936401367 1116.518798828125 1084.941650390625 None None None +1 1946 1.1783872842788696 1116.510986328125 1084.9307861328125 None None None +1 1947 1.1784502267837524 1116.42919921875 1084.847412109375 None None None +1 1948 1.1786231994628906 1116.4283447265625 1084.8419189453125 None None None +1 1949 1.1785849332809448 1116.3831787109375 1084.7979736328125 None None None +1 1950 1.1784671545028687 1116.3582763671875 1084.776123046875 None None None +1 1951 1.1782866716384888 1116.2850341796875 1084.707763671875 None None None +1 1952 1.1783431768417358 1116.1884765625 1084.6097412109375 None None 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1.0579646825790405 1085.46923828125 1057.1160888671875 None None None +2 1906 1.0580881834030151 1085.586669921875 1057.230224609375 None None None +2 1907 1.057924509048462 1085.5126953125 1057.1605224609375 None None None +2 1908 1.0580346584320068 1085.55810546875 1057.2030029296875 None None None +2 1909 1.0580164194107056 1085.5648193359375 1057.210205078125 None None None +2 1910 1.0579164028167725 1085.53662109375 1057.1846923828125 None None None +2 1911 1.057981014251709 1085.5289306640625 1057.1751708984375 None None None +2 1912 1.0579328536987305 1085.7222900390625 1057.369873046875 None None None +2 1913 1.0578172206878662 1085.68896484375 1057.3397216796875 None None None +2 1914 1.0577713251113892 1085.72314453125 1057.3751220703125 None None None +2 1915 1.0577919483184814 1085.6929931640625 1057.344482421875 None None None +2 1916 1.0580013990402222 1085.765869140625 1057.41162109375 None None None +2 1917 1.0578901767730713 1085.6995849609375 1057.348388671875 None None None +2 1918 1.0577926635742188 1085.64453125 1057.2960205078125 None None None +2 1919 1.0577019453048706 1085.4910888671875 1057.14501953125 None None None +2 1920 1.0576725006103516 1085.5 1057.154541015625 None None None +2 1921 1.0575731992721558 1085.5989990234375 1057.2562255859375 None None None +2 1922 1.0575768947601318 1085.544677734375 1057.2017822265625 None None None +2 1923 1.0577747821807861 1085.7081298828125 1057.3599853515625 None None None +2 1924 1.0576266050338745 1085.68603515625 1057.3419189453125 None None None +2 1925 1.0574836730957031 1085.6104736328125 1057.2701416015625 None None None +2 1926 1.057490587234497 1085.5533447265625 1057.2127685546875 None None None +2 1927 1.0575311183929443 1085.5809326171875 1057.2392578125 None None None +2 1928 1.0575023889541626 1085.546630859375 1057.2056884765625 None None None +2 1929 1.0574398040771484 1085.5198974609375 1057.1806640625 None None None +2 1930 1.0573071241378784 1085.58154296875 1057.245849609375 None None None +2 1931 1.0572261810302734 1085.6004638671875 1057.266845703125 None None None +2 1932 1.05731201171875 1085.6673583984375 1057.33154296875 None None None +2 1933 1.0573183298110962 1085.6505126953125 1057.314453125 None None None +2 1934 1.0572445392608643 1085.6910400390625 1057.35693359375 None None None +2 1935 1.0571610927581787 1085.6373291015625 1057.305419921875 None None None +2 1936 1.057093620300293 1085.5892333984375 1057.2591552734375 None None None +2 1937 1.0572254657745361 1085.5711669921875 1057.2376708984375 None None None +2 1938 1.0570290088653564 1085.4801025390625 1057.1517333984375 None None None +2 1939 1.0569467544555664 1085.546875 1057.220703125 None None None +2 1940 1.0570110082626343 1085.664794921875 1057.3367919921875 None None None +2 1941 1.056950569152832 1085.6287841796875 1057.3023681640625 None None None +2 1942 1.0569781064987183 1085.5323486328125 1057.2052001953125 None None None +2 1943 1.057118535041809 1085.5247802734375 1057.1939697265625 None None None +2 1944 1.0570169687271118 1085.3779296875 1057.0498046875 None None None +2 1945 1.057201862335205 1085.3848876953125 1057.0517578125 None None None +2 1946 1.0572078227996826 1085.414306640625 1057.0810546875 None None None +2 1947 1.0572144985198975 1085.455322265625 1057.1219482421875 None None None +2 1948 1.0571428537368774 1085.434814453125 1057.103271484375 None None None +2 1949 1.0571027994155884 1085.372314453125 1057.0418701171875 None None None +2 1950 1.0572532415390015 1085.39453125 1057.06005859375 None None None +2 1951 1.0572268962860107 1085.4483642578125 1057.1146240234375 None None None +2 1952 1.0571070909500122 1085.3255615234375 1056.9951171875 None None None +2 1953 1.0571202039718628 1085.3475341796875 1057.0167236328125 None None None +2 1954 1.0570433139801025 1085.3536376953125 1057.0247802734375 None None None +2 1955 1.0572458505630493 1085.6961669921875 1057.3619384765625 None None None +2 1956 1.057257056236267 1085.635986328125 1057.3013916015625 None None None +2 1957 1.057234525680542 1085.612548828125 1057.278564453125 None None None +2 1958 1.0573997497558594 1085.5240478515625 1057.185546875 None None None +2 1959 1.057580590248108 1085.5196533203125 1057.17626953125 None None None +2 1960 1.0575988292694092 1085.5123291015625 1057.1685791015625 None None None +2 1961 1.0574854612350464 1085.4368896484375 1057.0960693359375 None None None +2 1962 1.0575047731399536 1085.2960205078125 1056.9547119140625 None None None +2 1963 1.0574381351470947 1085.2418212890625 1056.90234375 None None None +2 1964 1.0575389862060547 1085.2874755859375 1056.9453125 None None None +2 1965 1.057502031326294 1085.2125244140625 1056.871337890625 None None None +2 1966 1.0573875904083252 1085.1956787109375 1056.8575439453125 None None None +2 1967 1.0575062036514282 1085.203125 1056.8619384765625 None None None +2 1968 1.0575309991836548 1085.203857421875 1056.86181640625 None None None +2 1969 1.0575696229934692 1085.15576171875 1056.812744140625 None None None +2 1970 1.0575727224349976 1085.2882080078125 1056.9451904296875 None None None +2 1971 1.057766079902649 1085.2818603515625 1056.93359375 None None None +2 1972 1.0577994585037231 1085.270263671875 1056.9210205078125 None None None +2 1973 1.0577510595321655 1085.255859375 1056.9080810546875 None None None +2 1974 1.0577086210250854 1085.180908203125 1056.834228515625 None None None +2 1975 1.0577292442321777 1085.193115234375 1056.845947265625 None None None +2 1976 1.0578320026397705 1085.093994140625 1056.744140625 None None None +2 1977 1.0579025745391846 1085.1806640625 1056.828857421875 None None None +2 1978 1.058003544807434 1085.1060791015625 1056.7515869140625 None None None +2 1979 1.0579084157943726 1085.1058349609375 1056.75390625 None None None +2 1980 1.0579640865325928 1085.1805419921875 1056.8271484375 None None None +2 1981 1.0581114292144775 1085.104248046875 1056.746826171875 None None None +2 1982 1.0580224990844727 1085.0755615234375 1056.7205810546875 None None None +2 1983 1.0580823421478271 1085.1175537109375 1056.760986328125 None None None +2 1984 1.0580216646194458 1085.14013671875 1056.7850341796875 None None None +2 1985 1.0578893423080444 1085.1068115234375 1056.7552490234375 None None None +2 1986 1.0578240156173706 1085.1495361328125 1056.7996826171875 None None None +2 1987 1.0577523708343506 1085.050048828125 1056.7022705078125 None None None +2 1988 1.0575883388519287 1085.066650390625 1056.72314453125 None None None +2 1989 1.0574716329574585 1084.9639892578125 1056.6236572265625 None None None +2 1990 1.0574523210525513 1084.9207763671875 1056.5809326171875 None None None +2 1991 1.0573937892913818 1084.955810546875 1056.6175537109375 None None None +2 1992 1.0572354793548584 1084.8779296875 1056.5440673828125 None None None +2 1993 1.0572751760482788 1084.970947265625 1056.6358642578125 None None None +2 1994 1.0571008920669556 1084.9298095703125 1056.599365234375 None None None +2 1995 1.057033896446228 1084.8521728515625 1056.5235595703125 None None None +2 1996 1.0569522380828857 1084.8382568359375 1056.51171875 None None None +2 1997 1.0568166971206665 1084.8055419921875 1056.482666015625 None None None +2 1998 1.0567991733551025 1084.7774658203125 1056.455078125 None None None +2 1999 1.0565694570541382 1084.7562255859375 1056.43994140625 None None None +2 2000 1.0565528869628906 1084.8148193359375 1056.4990234375 None None None +2 2001 1.0565061569213867 1084.9031982421875 1056.588623046875 None None None +2 2002 1.0563451051712036 1084.80615234375 1056.495849609375 None None None +2 2003 1.0561175346374512 1084.77783203125 1056.4735107421875 None None None +2 2004 1.0560832023620605 1084.7373046875 1056.433837890625 None None None +2 2005 1.0560460090637207 1084.6734619140625 1056.37109375 None None None +2 2006 1.056018352508545 1084.577392578125 1056.2757568359375 None None None +2 2007 1.0558786392211914 1084.4923095703125 1056.1943359375 None None None +2 2008 1.0559437274932861 1084.4747314453125 1056.175048828125 None None None +2 2009 1.0558496713638306 1084.373046875 1056.0758056640625 None None None +2 2010 1.055899739265442 1084.3848876953125 1056.0863037109375 None None None +2 2011 1.0559492111206055 1084.4527587890625 1056.15283203125 None None None +2 2012 1.0558974742889404 1084.370849609375 1056.072265625 None None None +2 2013 1.0557701587677002 1084.3232421875 1056.028076171875 None None None +2 2014 1.0555980205535889 1084.2103271484375 1055.919677734375 None None None +2 2015 1.0557321310043335 1084.145263671875 1055.8511962890625 None None None +2 2016 1.0557541847229004 1084.187255859375 1055.8924560546875 None None None +2 2017 1.0555540323257446 1084.0611572265625 1055.771728515625 None None None +2 2018 1.0553895235061646 1084.037841796875 1055.7528076171875 None None None +2 2019 1.0552705526351929 1083.9921875 1055.7103271484375 None None None +2 2020 1.0554927587509155 1083.942138671875 1055.6544189453125 None None None +2 2021 1.055456519126892 1083.98583984375 1055.6990966796875 None None None +2 2022 1.055414080619812 1083.860107421875 1055.5745849609375 None None None +2 2023 1.0553410053253174 1083.7784423828125 1055.494873046875 None None None +2 2024 1.0552986860275269 1083.9019775390625 1055.6195068359375 None None None +2 2025 1.0552253723144531 1083.8443603515625 1055.5638427734375 None None None +2 2026 1.055152177810669 1083.7730712890625 1055.49462890625 None None None +2 2027 1.0550992488861084 1083.687255859375 1055.4102783203125 None None None +2 2028 1.0550782680511475 1083.690673828125 1055.414306640625 None None None +2 2029 1.0551104545593262 1083.640625 1055.36328125 None None None +2 2030 1.055103063583374 1083.56591796875 1055.2886962890625 None None None +2 2031 1.0551669597625732 1083.47802734375 1055.1990966796875 None None None +2 2032 1.0551542043685913 1083.4952392578125 1055.2166748046875 None None None +2 2033 1.0553479194641113 1083.4749755859375 1055.191162109375 None None None +2 2034 1.0551375150680542 1083.385009765625 1055.1068115234375 None None None +2 2035 1.0549731254577637 1083.31494140625 1055.0411376953125 None None None +2 2036 1.0548791885375977 1083.28369140625 1055.012451171875 None None None +2 2037 1.054883599281311 1083.3758544921875 1055.1043701171875 None None None +2 2038 1.0552215576171875 1083.6837158203125 1055.4031982421875 None None None +2 2039 1.0553194284439087 1083.6824951171875 1055.3992919921875 None None None +2 2040 1.0553406476974487 1083.62841796875 1055.3447265625 None None None +2 2041 1.055325984954834 1083.6549072265625 1055.3714599609375 None None None +2 2042 1.055445909500122 1083.704833984375 1055.418212890625 None None None +2 2043 1.0553510189056396 1083.5386962890625 1055.2547607421875 None None None +2 2044 1.0554310083389282 1083.460205078125 1055.174072265625 None None None +2 2045 1.0555658340454102 1083.47314453125 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1055.1103515625 None None None +2 2059 1.0555510520935059 1083.40966796875 1055.1202392578125 None None None +2 2060 1.055485725402832 1083.4520263671875 1055.164306640625 None None None +2 2061 1.0554637908935547 1083.4068603515625 1055.11962890625 None None None +2 2062 1.0555214881896973 1083.4158935546875 1055.1270751953125 None None None +2 2063 1.0554986000061035 1083.4248046875 1055.13671875 None None None +2 2064 1.0556166172027588 1083.4593505859375 1055.1680908203125 None None None +2 2065 1.055467963218689 1083.52734375 1055.239990234375 None None None +2 2066 1.0554602146148682 1083.636962890625 1055.349853515625 None None None +2 2067 1.0554805994033813 1083.5714111328125 1055.283935546875 None None None +2 2068 1.0555181503295898 1083.6279296875 1055.3394775390625 None None None +2 2069 1.055590033531189 1083.69189453125 1055.4014892578125 None None None +2 2070 1.0555235147476196 1083.72509765625 1055.4365234375 None None None +2 2071 1.055413842201233 1083.671142578125 1055.3853759765625 None None None +2 2072 1.0554053783416748 1083.578125 1055.2926025390625 None None None +2 2073 1.0553826093673706 1083.569580078125 1055.2845458984375 None None None +2 2074 1.0553004741668701 1083.586669921875 1055.303955078125 None None None +2 2075 1.0553885698318481 1083.708740234375 1055.423583984375 None None None +2 2076 1.0552480220794678 1083.661865234375 1055.3804931640625 None None None +2 2077 1.0550497770309448 1083.5166015625 1055.240478515625 None None None +2 2078 1.055006980895996 1083.54736328125 1055.2724609375 None None None +2 2079 1.0551609992980957 1083.511474609375 1055.2325439453125 None None None +2 2080 1.0551297664642334 1083.56005859375 1055.281982421875 None None None +2 2081 1.0551749467849731 1083.528076171875 1055.248779296875 None None None +2 2082 1.0550029277801514 1083.49169921875 1055.2169189453125 None None None +2 2083 1.0549386739730835 1083.3568115234375 1055.083740234375 None None None +2 2084 1.0548886060714722 1083.4105224609375 1055.138916015625 None None None +2 2085 1.0547757148742676 1083.427734375 1055.1590576171875 None None None +2 2086 1.054801344871521 1083.447509765625 1055.17822265625 None None None +2 2087 1.0548893213272095 1083.448486328125 1055.1767578125 None None None +2 2088 1.0547784566879272 1083.5423583984375 1055.273681640625 None None None +2 2089 1.0548804998397827 1083.5118408203125 1055.2403564453125 None None None +2 2090 1.0550422668457031 1083.5479736328125 1055.272216796875 None None None +2 2091 1.0550885200500488 1083.5098876953125 1055.23291015625 None None None +2 2092 1.0550953149795532 1083.6322021484375 1055.3551025390625 None None None +2 2093 1.054973840713501 1083.57080078125 1055.2969970703125 None None None +2 2094 1.0548712015151978 1083.580810546875 1055.309814453125 None None None +2 2095 1.0548442602157593 1083.433837890625 1055.16357421875 None None None +2 2096 1.0548039674758911 1083.4024658203125 1055.1331787109375 None None None +2 2097 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0.9129905700683594 1033.2022705078125 1008.7366333007812 None None None +5 1811 0.9127812385559082 1033.1815185546875 1008.7215576171875 None None None +5 1812 0.9127112030982971 1033.1961669921875 1008.7380981445312 None None None +5 1813 0.9127658009529114 1033.09716796875 1008.6375732421875 None None None +5 1814 0.9127714037895203 1033.056884765625 1008.5971069335938 None None None +5 1815 0.9128737449645996 1033.0643310546875 1008.6018676757812 None None None +5 1816 0.9128929972648621 1032.9337158203125 1008.4705810546875 None None None +5 1817 0.912970781326294 1032.9451904296875 1008.47998046875 None None None +5 1818 0.9129400849342346 1033.129638671875 1008.6652221679688 None None None +5 1819 0.9128825664520264 1033.0560302734375 1008.5931396484375 None None None +5 1820 0.9128525853157043 1033.031494140625 1008.5694580078125 None None None +5 1821 0.9128882884979248 1033.08837890625 1008.6254272460938 None None None +5 1822 0.9129140377044678 1033.0096435546875 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1032.891845703125 1008.4360961914062 None None None +5 1836 0.9126842617988586 1033.135498046875 1008.6780395507812 None None None +5 1837 0.9126939177513123 1033.10791015625 1008.6503295898438 None None None +5 1838 0.9126331210136414 1033.189208984375 1008.7330932617188 None None None +5 1839 0.912689208984375 1033.221923828125 1008.7642822265625 None None None +5 1840 0.9126566648483276 1033.23291015625 1008.7762451171875 None None None +5 1841 0.91249018907547 1033.39794921875 1008.9456787109375 None None None +5 1842 0.9124221205711365 1033.3587646484375 1008.9083862304688 None None None +5 1843 0.9124578237533569 1033.3204345703125 1008.8689575195312 None None None +5 1844 0.9124455451965332 1033.3873291015625 1008.9361572265625 None None None +5 1845 0.9125040173530579 1033.553466796875 1009.1007080078125 None None None +5 1846 0.9124031662940979 1033.572265625 1009.1222534179688 None None None +5 1847 0.9122706651687622 1033.4720458984375 1009.025634765625 None None None +5 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None None None +5 1861 0.9121981859207153 1033.203125 1008.758544921875 None None None +5 1862 0.9122340083122253 1033.1978759765625 1008.75244140625 None None None +5 1863 0.9122656583786011 1033.28369140625 1008.83740234375 None None None +5 1864 0.9121840000152588 1033.239990234375 1008.7958984375 None None None +5 1865 0.9120499491691589 1033.213134765625 1008.7725830078125 None None None +5 1866 0.9120645523071289 1033.1435546875 1008.7025756835938 None None None +5 1867 0.9120773077011108 1033.3045654296875 1008.8632202148438 None None None +5 1868 0.9120344519615173 1033.32666015625 1008.8864135742188 None None None +5 1869 0.9120513200759888 1033.2291259765625 1008.788330078125 None None None +5 1870 0.9123409986495972 1033.2432861328125 1008.7947998046875 None None None +5 1871 0.9122721552848816 1033.2373046875 1008.7906494140625 None None None +5 1872 0.9121847152709961 1033.1859130859375 1008.7415771484375 None None None +5 1873 0.9121218919754028 1033.0665283203125 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1033.1697998046875 1008.7383422851562 None None None +5 1887 0.9116674661636353 1033.196533203125 1008.7659912109375 None None None +5 1888 0.9115496277809143 1033.1058349609375 1008.678466796875 None None None +5 1889 0.9114735126495361 1033.118408203125 1008.6930541992188 None None None +5 1890 0.9113702774047852 1033.097412109375 1008.6748657226562 None None None +5 1891 0.911388635635376 1032.97412109375 1008.5510864257812 None None None +5 1892 0.9114767909049988 1033.033935546875 1008.6085815429688 None None None +5 1893 0.9113081097602844 1032.9361572265625 1008.5153198242188 None None None +5 1894 0.9113640189170837 1033.16943359375 1008.7470092773438 None None None +5 1895 0.9114216566085815 1033.2412109375 1008.8171997070312 None None None +5 1896 0.9113278388977051 1033.341552734375 1008.920166015625 None None None +5 1897 0.9115520119667053 1033.3946533203125 1008.96728515625 None None None +5 1898 0.9117246866226196 1033.302978515625 1008.8710327148438 None None None +5 1899 0.9121209979057312 1033.3023681640625 1008.8597412109375 None None None +5 1900 0.9123738408088684 1033.294189453125 1008.8447875976562 None None None +5 1901 0.9123982191085815 1033.2816162109375 1008.8314819335938 None None None +5 1902 0.9124189615249634 1033.28466796875 1008.8340454101562 None None None +5 1903 0.9125352501869202 1033.1676025390625 1008.7138671875 None None None +5 1904 0.9128027558326721 1033.216064453125 1008.7550659179688 None None None +5 1905 0.9130187034606934 1033.185302734375 1008.7185668945312 None None None +5 1906 0.9131585359573364 1033.2239990234375 1008.7535400390625 None None None +5 1907 0.9130229353904724 1033.3929443359375 1008.9261474609375 None None None +5 1908 0.9130266904830933 1033.436279296875 1008.9694213867188 None None None +5 1909 0.9132865071296692 1033.3875732421875 1008.9137573242188 None None None +5 1910 0.9133860468864441 1033.4251708984375 1008.9486083984375 None None None +5 1911 0.9133686423301697 1033.374755859375 1008.898681640625 None None None +5 1912 0.913520872592926 1033.4124755859375 1008.9322509765625 None None None +5 1913 0.913642406463623 1033.3778076171875 1008.8943481445312 None None None +5 1914 0.9135689735412598 1033.39111328125 1008.9096069335938 None None None +5 1915 0.9134334325790405 1033.334716796875 1008.8568725585938 None None None +5 1916 0.9135188460350037 1033.2801513671875 1008.7999877929688 None None None +5 1917 0.9134986400604248 1033.2823486328125 1008.8028564453125 None None None +5 1918 0.9136766195297241 1033.3563232421875 1008.8720092773438 None None None +5 1919 0.913646936416626 1033.3695068359375 1008.8859252929688 None None None +5 1920 0.913665235042572 1033.32861328125 1008.8445434570312 None None None +5 1921 0.9135785102844238 1033.3822021484375 1008.9005126953125 None None None +5 1922 0.9134629368782043 1033.3878173828125 1008.9090576171875 None None None +5 1923 0.9135544300079346 1033.431640625 1008.9505615234375 None None None +5 1924 0.9137376546859741 1033.564453125 1009.0784301757812 None None None +5 1925 0.9137002825737 1033.5189208984375 1009.0338134765625 None None None +5 1926 0.9135863184928894 1033.48095703125 1008.9989013671875 None None None +5 1927 0.9136338829994202 1033.4876708984375 1009.0044555664062 None None None +5 1928 0.913640558719635 1033.511962890625 1009.0286254882812 None None None +5 1929 0.9136785864830017 1033.49853515625 1009.0140991210938 None None None +5 1930 0.9137345552444458 1033.48876953125 1009.0028076171875 None None None +5 1931 0.9136768579483032 1033.4603271484375 1008.9760131835938 None None None +5 1932 0.9136009812355042 1033.4661865234375 1008.98388671875 None None None +5 1933 0.9134640693664551 1033.549560546875 1009.0709228515625 None None None +5 1934 0.9135617613792419 1033.5826416015625 1009.1014404296875 None None None +5 1935 0.9135388135910034 1033.731689453125 1009.2510375976562 None None None +5 1936 0.9135571718215942 1033.6705322265625 1009.1893920898438 None None None +5 1937 0.9134899973869324 1033.78955078125 1009.3101806640625 None None None +5 1938 0.913456916809082 1033.8790283203125 1009.400634765625 None None None +5 1939 0.9134961366653442 1033.8082275390625 1009.3286743164062 None None None +5 1940 0.9132965803146362 1033.765869140625 1009.291748046875 None None None +5 1941 0.9133864045143127 1033.792724609375 1009.3161010742188 None None None +5 1942 0.9133709669113159 1033.6685791015625 1009.1924438476562 None None None +5 1943 0.9133763909339905 1033.713623046875 1009.2373046875 None None None +5 1944 0.9133670926094055 1033.6314697265625 1009.1553955078125 None None None +5 1945 0.9132435917854309 1033.678955078125 1009.2062377929688 None None None +5 1946 0.9133754968643188 1033.5809326171875 1009.1046142578125 None None None +5 1947 0.9135189652442932 1033.6260986328125 1009.1460571289062 None None None +5 1948 0.9133856296539307 1033.547607421875 1009.0711669921875 None None None +5 1949 0.9133322834968567 1033.4622802734375 1008.9871215820312 None None None +5 1950 0.9135034084320068 1033.6005859375 1009.1207885742188 None None None +5 1951 0.9135302901268005 1033.616943359375 1009.1364135742188 None None None +5 1952 0.9135702848434448 1033.5970458984375 1009.1156616210938 None None None +5 1953 0.913550853729248 1033.571533203125 1009.0906372070312 None None None +5 1954 0.9134424924850464 1033.5159912109375 1009.0379028320312 None None None +5 1955 0.9132887125015259 1033.519775390625 1009.0457763671875 None None None +5 1956 0.9131810665130615 1033.3916015625 1008.9204711914062 None None None +5 1957 0.9133646488189697 1033.3345947265625 1008.8585205078125 None None None +5 1958 0.913292646408081 1033.2916259765625 1008.8175659179688 None None None +5 1959 0.9131512641906738 1033.297119140625 1008.8268432617188 None None None +5 1960 0.913178026676178 1033.444091796875 1008.9730834960938 None None None +5 1961 0.913073718547821 1033.510009765625 1009.0418090820312 None None None +5 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1009.1583251953125 None None None +5 1975 0.911954939365387 1033.6171875 1009.1788330078125 None None None +5 1976 0.9118875861167908 1033.6341552734375 1009.1976318359375 None None None +5 1977 0.9117516875267029 1033.5897216796875 1009.1568603515625 None None None +5 1978 0.9116594195365906 1033.6124267578125 1009.1819458007812 None None None +5 1979 0.9118071794509888 1033.7581787109375 1009.32373046875 None None None +5 1980 0.9117445349693298 1033.840576171875 1009.4078979492188 None None None +5 1981 0.9116951823234558 1033.75 1009.3185424804688 None None None +5 1982 0.9117639660835266 1033.7386474609375 1009.3053588867188 None None None +5 1983 0.9117029309272766 1033.697021484375 1009.265380859375 None None None +5 1984 0.9116358757019043 1033.72607421875 1009.2963256835938 None None None +5 1985 0.9117501378059387 1033.7872314453125 1009.3543090820312 None None None +5 1986 0.9118121862411499 1033.8116455078125 1009.3771362304688 None None None +5 1987 0.9119459986686707 1033.8167724609375 1009.3786010742188 None None None +5 1988 0.9120526313781738 1033.7901611328125 1009.34912109375 None None None +5 1989 0.9119294881820679 1033.8204345703125 1009.3827514648438 None None None +5 1990 0.9119777679443359 1033.768798828125 1009.3297729492188 None None None +5 1991 0.9118214845657349 1033.70166015625 1009.266845703125 None None None +5 1992 0.911917507648468 1033.671142578125 1009.2337036132812 None None None +5 1993 0.9117640852928162 1033.6683349609375 1009.2350463867188 None None None +5 1994 0.9117113947868347 1033.5418701171875 1009.1099853515625 None None None +5 1995 0.9115868210792542 1033.4462890625 1009.0177001953125 None None None +5 1996 0.9115166068077087 1033.542236328125 1009.1155395507812 None None None +5 1997 0.9116460680961609 1033.5054931640625 1009.0753173828125 None None None +5 1998 0.9116837978363037 1033.5811767578125 1009.1500244140625 None None None +5 1999 0.9116132855415344 1033.5875244140625 1009.1582641601562 None None None 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1009.2559204101562 None None None +5 2013 0.9118977189064026 1033.730712890625 1009.2937622070312 None None None +5 2014 0.9118396639823914 1033.7921142578125 1009.3568725585938 None None None +5 2015 0.9117051362991333 1033.770263671875 1009.3385009765625 None None None +5 2016 0.911838948726654 1033.665771484375 1009.23046875 None None None +5 2017 0.9118952751159668 1033.755615234375 1009.3187255859375 None None None +5 2018 0.911909282207489 1033.7822265625 1009.3450317382812 None None None +5 2019 0.912078320980072 1033.9154052734375 1009.4736938476562 None None None +5 2020 0.9120626449584961 1033.8372802734375 1009.3960571289062 None None None +5 2021 0.912100613117218 1033.7113037109375 1009.26904296875 None None None +5 2022 0.9121618270874023 1033.7442626953125 1009.3003540039062 None None None +5 2023 0.9121750593185425 1033.6954345703125 1009.2511596679688 None None None +5 2024 0.9123562574386597 1033.80859375 1009.3595581054688 None None None +5 2025 0.9123911261558533 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1022.0022583007812 998.8643798828125 None None None +6 1935 0.8632292747497559 1022.0656127929688 998.9290771484375 None None None +6 1936 0.8631930351257324 1022.0577392578125 998.9222412109375 None None None +6 1937 0.8630751967430115 1022.1414184570312 999.0090942382812 None None None +6 1938 0.863074779510498 1022.0584716796875 998.9261474609375 None None None +6 1939 0.8629894852638245 1022.0594482421875 998.9293823242188 None None None +6 1940 0.8629727363586426 1022.111083984375 998.9814453125 None None None +6 1941 0.8629507422447205 1022.2888793945312 999.1598510742188 None None None +6 1942 0.8628328442573547 1022.232421875 999.1065063476562 None None None +6 1943 0.8628912568092346 1022.30859375 999.18115234375 None None None +6 1944 0.8628620505332947 1022.283203125 999.1565551757812 None None None +6 1945 0.8628652095794678 1022.3768920898438 999.2500610351562 None None None +6 1946 0.862894594669342 1022.3710327148438 999.243408203125 None None None +6 1947 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1014.4844360351562 991.9228515625 None None None +7 1996 0.8417782187461853 1014.3886108398438 991.828857421875 None None None +7 1997 0.8417844772338867 1014.37890625 991.8189697265625 None None None +7 1998 0.8416650295257568 1014.2742309570312 991.7174072265625 None None None +7 1999 0.8416228294372559 1014.3263549804688 991.7706909179688 None None None +7 2000 0.8415383100509644 1014.3533935546875 991.7999877929688 None None None +7 2001 0.8415552377700806 1014.2757568359375 991.721923828125 None None None +7 2002 0.8414961695671082 1014.3688354492188 991.8165893554688 None None None +7 2003 0.8413070440292358 1014.391357421875 991.8441772460938 None None None +7 2004 0.8412943482398987 1014.4241333007812 991.8772583007812 None None None +7 2005 0.8412517309188843 1014.4421997070312 991.896484375 None None None +7 2006 0.8411353230476379 1014.3792114257812 991.836669921875 None None None +7 2007 0.8410782814025879 1014.2976684570312 991.7566528320312 None None None +7 2008 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1014.3250732421875 991.7899780273438 None None None +7 2060 0.8408380150794983 1014.3435668945312 991.8089599609375 None None None +7 2061 0.8407447338104248 1014.2866821289062 991.754638671875 None None None +7 2062 0.8407213091850281 1014.2238159179688 991.6923828125 None None None +7 2063 0.8407120108604431 1014.268798828125 991.7376098632812 None None None +7 2064 0.8406733870506287 1014.2242431640625 991.694091796875 None None None +7 2065 0.8405870795249939 1014.2630615234375 991.7352294921875 None None None +7 2066 0.8405905961990356 1014.2211303710938 991.6931762695312 None None None +7 2067 0.8405409455299377 1014.201904296875 991.67529296875 None None None +7 2068 0.8406124711036682 1014.1873168945312 991.65869140625 None None None +7 2069 0.840485155582428 1014.1839599609375 991.6588134765625 None None None +7 2070 0.8404996991157532 1014.2020874023438 991.676513671875 None None None +7 2071 0.8404003977775574 1014.1416625976562 991.6187744140625 None None None +7 2072 0.8402988314628601 1014.0618286132812 991.5416870117188 None None None +7 2073 0.8402690887451172 1014.2244873046875 991.705078125 None None None +7 2074 0.840282142162323 1014.4326782226562 991.9129638671875 None None None +7 2075 0.8402650356292725 1014.4530639648438 991.9337768554688 None None None +7 2076 0.8405190110206604 1014.5368041992188 992.0106201171875 None None None +7 2077 0.8403598070144653 1014.4924926757812 991.9705200195312 None None None +7 2078 0.8403098583221436 1014.4353637695312 991.914794921875 None None None +7 2079 0.8402154445648193 1014.37939453125 991.8612670898438 None None None +7 2080 0.8402659893035889 1014.2880859375 991.7686767578125 None None None +7 2081 0.8403138518333435 1014.2324829101562 991.7117309570312 None None None +7 2082 0.8403281569480896 1014.1046752929688 991.5835571289062 None None None +7 2083 0.840183436870575 1014.0778198242188 991.5606689453125 None None None +7 2084 0.8402554988861084 1014.1375122070312 991.618408203125 None None None +7 2085 0.8402610421180725 1014.0292358398438 991.5098266601562 None None None +7 2086 0.8402091860771179 1014.0023803710938 991.4844360351562 None None None +7 2087 0.8401407599449158 1013.953857421875 991.437744140625 None None None +7 2088 0.8401777148246765 1013.9843139648438 991.4671630859375 None None None +7 2089 0.8400965332984924 1014.0118408203125 991.4968872070312 None None None +7 2090 0.8401169776916504 1013.9895629882812 991.4740600585938 None None None +7 2091 0.8400686383247375 1014.0037841796875 991.4896240234375 None None None +7 2092 0.8400260806083679 1014.0322265625 991.5192260742188 None None None +7 2093 0.8401164412498474 1014.074462890625 991.55908203125 None None None +7 2094 0.8401004672050476 1013.9479370117188 991.432861328125 None None None +7 2095 0.8401831388473511 1013.8985595703125 991.3812866210938 None None None +7 2096 0.8401534557342529 1013.937255859375 991.4207763671875 None None None +7 2097 0.8401007652282715 1013.9811401367188 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0.8107874393463135 1008.5693969726562 986.8412475585938 None None None +8 1907 0.8108100295066833 1008.6060180664062 986.877197265625 None None None +8 1908 0.8107995390892029 1008.64208984375 986.91357421875 None None None +8 1909 0.810823917388916 1008.5917358398438 986.8626098632812 None None None +8 1910 0.8107284903526306 1008.6995239257812 986.9729614257812 None None None +8 1911 0.8107736110687256 1008.8323364257812 987.1046142578125 None None None +8 1912 0.8108977675437927 1008.8001098632812 987.0689697265625 None None None +8 1913 0.8108960390090942 1008.7987060546875 987.067626953125 None None None +8 1914 0.8108420968055725 1008.7529296875 987.0233154296875 None None None +8 1915 0.810860276222229 1008.6937866210938 986.9636840820312 None None None +8 1916 0.8109132647514343 1008.7118530273438 986.9804077148438 None None None +8 1917 0.8109258413314819 1008.6943969726562 986.962646484375 None None None +8 1918 0.8108289837837219 1008.5903930664062 986.8612060546875 None None None +8 1919 0.8109180331230164 1008.7615966796875 987.0300903320312 None None None +8 1920 0.8108624219894409 1008.759765625 987.0297241210938 None None None +8 1921 0.810829222202301 1008.8224487304688 987.0932006835938 None None None +8 1922 0.8110292553901672 1008.8761596679688 987.1415405273438 None None None +8 1923 0.8109443187713623 1008.75244140625 987.0201416015625 None None None +8 1924 0.8110021352767944 1008.6544189453125 986.9205322265625 None None None +8 1925 0.8110218048095703 1008.682861328125 986.9484252929688 None None None +8 1926 0.8110461831092834 1008.7177124023438 986.982666015625 None None None +8 1927 0.811090886592865 1008.7339477539062 986.9976196289062 None None None +8 1928 0.811040997505188 1008.6544799804688 986.9195556640625 None None None +8 1929 0.810880184173584 1008.56591796875 986.8352661132812 None None None +8 1930 0.8109564781188965 1008.5670776367188 986.8343505859375 None None None +8 1931 0.8108521699905396 1008.4572143554688 986.727294921875 None None None +8 1932 0.8107967972755432 1008.5623779296875 986.8339233398438 None None None +8 1933 0.8107579350471497 1008.5181884765625 986.7908325195312 None None None +8 1934 0.8108545541763306 1008.6311645507812 986.9011840820312 None None None +8 1935 0.8107984662055969 1008.6942749023438 986.9658203125 None None None +8 1936 0.8107420802116394 1008.7471313476562 987.0202026367188 None None None +8 1937 0.8106368780136108 1008.7446899414062 987.0205688476562 None None None +8 1938 0.810894787311554 1008.8242797851562 987.09326171875 None None None +8 1939 0.8109729290008545 1008.8212280273438 987.0880737304688 None None None +8 1940 0.8112252950668335 1008.77880859375 987.0388793945312 None None None +8 1941 0.8112958073616028 1008.7568969726562 987.0150756835938 None None None +8 1942 0.8111724853515625 1008.678955078125 986.9403076171875 None None None +8 1943 0.8112825751304626 1008.7674560546875 987.02587890625 None None None +8 1944 0.811343789100647 1008.8187255859375 987.0755615234375 None None None +8 1945 0.8112492561340332 1008.8006591796875 987.06005859375 None None None +8 1946 0.8112427592277527 1008.7112426757812 986.9708251953125 None None None +8 1947 0.8111717104911804 1008.6913452148438 986.9528198242188 None None None +8 1948 0.8110686540603638 1008.6580810546875 986.9223022460938 None None None +8 1949 0.8111343383789062 1008.857421875 987.119873046875 None None None +8 1950 0.811104416847229 1008.8135375976562 987.0768432617188 None None None +8 1951 0.8111637830734253 1008.8809204101562 987.1426391601562 None None None +8 1952 0.8112964034080505 1008.9117431640625 987.1697998046875 None None None +8 1953 0.8113420009613037 1008.905029296875 987.1618041992188 None None None +8 1954 0.8112953305244446 1008.8505249023438 987.1085815429688 None None None +8 1955 0.8112356066703796 1008.7709350585938 987.0305786132812 None None None +8 1956 0.8111069202423096 1008.7007446289062 986.9638671875 None None None +8 1957 0.8109741806983948 1008.5692749023438 986.8359375 None None None +8 1958 0.810932457447052 1008.5328979492188 986.8007202148438 None None None +8 1959 0.8108675479888916 1008.5166015625 986.7862548828125 None None None +8 1960 0.8108185529708862 1008.5803833007812 986.851318359375 None None None +8 1961 0.8107742071151733 1008.596435546875 986.8685913085938 None None None +8 1962 0.8108742833137512 1008.6657104492188 986.9351196289062 None None None +8 1963 0.8113165497779846 1008.6568603515625 986.9144287109375 None None None +8 1964 0.8114378452301025 1008.6965942382812 986.950927734375 None None None +8 1965 0.8113619685173035 1008.6953735351562 986.9517822265625 None None None +8 1966 0.8112421631813049 1008.7564086914062 987.0159912109375 None None None +8 1967 0.8111420273780823 1008.685302734375 986.9475708007812 None None None +8 1968 0.8111838102340698 1008.6253662109375 986.8865966796875 None None None +8 1969 0.8112061023712158 1008.651611328125 986.9122314453125 None None None +8 1970 0.8111982345581055 1008.6431884765625 986.904052734375 None None None +8 1971 0.8112345933914185 1008.5801391601562 986.8400268554688 None None None +8 1972 0.8114014267921448 1008.5923461914062 986.8477783203125 None None None +8 1973 0.8112581372261047 1008.5601806640625 986.8194580078125 None None None +8 1974 0.8111358880996704 1008.53515625 986.7977294921875 None None None +8 1975 0.8112120032310486 1008.6299438476562 986.8904418945312 None None None +8 1976 0.8112156391143799 1008.6482543945312 986.9087524414062 None None None +8 1977 0.8111839890480042 1008.5538940429688 986.815185546875 None None None +8 1978 0.8112083077430725 1008.4608764648438 986.7214965820312 None None None +8 1979 0.8111692070960999 1008.4437255859375 986.7053833007812 None None None +8 1980 0.8111698031425476 1008.4522705078125 986.7138671875 None None None +8 1981 0.8113217949867249 1008.41748046875 986.6749877929688 None None None +8 1982 0.8112967014312744 1008.34521484375 986.6033325195312 None None None +8 1983 0.811266303062439 1008.39990234375 986.6588745117188 None None None +8 1984 0.8111435770988464 1008.3977661132812 986.6599731445312 None None None +8 1985 0.8110615015029907 1008.3834838867188 986.64794921875 None None None +8 1986 0.8111414313316345 1008.453369140625 986.7156372070312 None None None +8 1987 0.8111921548843384 1008.4906616210938 986.7515869140625 None None None +8 1988 0.8114011287689209 1008.3541259765625 986.6094360351562 None None None +8 1989 0.8112698793411255 1008.253662109375 986.512451171875 None None None +8 1990 0.811450719833374 1008.2025146484375 986.4564819335938 None None None +8 1991 0.8115327954292297 1008.2379150390625 986.4896850585938 None None None +8 1992 0.8114907741546631 1008.1629638671875 986.4158935546875 None None None +8 1993 0.8116576075553894 1008.3145141601562 986.56298828125 None None None +8 1994 0.8116827011108398 1008.2476196289062 986.495361328125 None None None +8 1995 0.8116632103919983 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None +9 1952 0.794775664806366 997.3855590820312 976.0834350585938 None None None +9 1953 0.7948229908943176 997.3782958984375 976.074951171875 None None None +9 1954 0.7948001623153687 997.4373168945312 976.1345825195312 None None None +9 1955 0.7948687076568604 997.4066162109375 976.1019897460938 None None None +9 1956 0.7947359681129456 997.429443359375 976.12841796875 None None None +9 1957 0.7948284149169922 997.4440307617188 976.1405639648438 None None None +9 1958 0.7947916388511658 997.3933715820312 976.0908203125 None None None +9 1959 0.7947217226028442 997.3604736328125 976.059814453125 None None None +9 1960 0.7948076725006104 997.5397338867188 976.2367553710938 None None None +9 1961 0.7947951555252075 997.5953979492188 976.292724609375 None None None +9 1962 0.7947151064872742 997.470947265625 976.17041015625 None None None +9 1963 0.7946287989616394 997.4837036132812 976.1854858398438 None None None +9 1964 0.7947819828987122 997.6205444335938 976.3182373046875 None None 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0.7680153846740723 991.5887451171875 971.0067749023438 None None None +10 2006 0.768020510673523 991.5680541992188 970.9859008789062 None None None +10 2007 0.7681108117103577 991.5768432617188 970.9923095703125 None None None +10 2008 0.7680560350418091 991.6262817382812 971.043212890625 None None None +10 2009 0.7682278156280518 991.6228637695312 971.0352783203125 None None None +10 2010 0.7681022882461548 991.6670532226562 971.0828857421875 None None None +10 2011 0.7681933641433716 991.6836547851562 971.0969848632812 None None None +10 2012 0.7683503031730652 991.6649169921875 971.0740966796875 None None None +10 2013 0.768311619758606 991.6170654296875 971.0272216796875 None None None +10 2014 0.7682644128799438 991.5967407226562 971.0082397460938 None None None +10 2015 0.7681871056556702 991.5366821289062 970.9502563476562 None None None +10 2016 0.7681559324264526 991.595458984375 971.0098876953125 None None None +10 2017 0.7681142091751099 991.515380859375 970.930908203125 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None +12 1888 0.7317899465560913 980.4832153320312 960.8701171875 None None None +12 1889 0.7316818237304688 980.4568481445312 960.8466186523438 None None None +12 1890 0.7316496968269348 980.38427734375 960.77490234375 None None None +12 1891 0.7315734028816223 980.3182983398438 960.7109985351562 None None None +12 1892 0.7317371368408203 980.35400390625 960.7423095703125 None None None +12 1893 0.73175448179245 980.3329467773438 960.7207641601562 None None None +12 1894 0.7317360043525696 980.228759765625 960.6170043945312 None None None +12 1895 0.7318839430809021 980.311767578125 960.6961059570312 None None None +12 1896 0.7319124341011047 980.3472900390625 960.7308349609375 None None None +12 1897 0.7320492267608643 980.2999877929688 960.679931640625 None None None +12 1898 0.7318885922431946 980.3411254882812 960.725341796875 None None None +12 1899 0.731968879699707 980.3292236328125 960.7113647460938 None None None +12 1900 0.731799304485321 980.36279296875 960.7494506835938 None None None +12 1901 0.7318705916404724 980.5368041992188 960.9215087890625 None None None +12 1902 0.7318357229232788 980.4669189453125 960.8526611328125 None None None +12 1903 0.7316884398460388 980.4181518554688 960.807861328125 None None None +12 1904 0.7316094636917114 980.3883666992188 960.7802124023438 None None None +12 1905 0.7315815091133118 980.4222412109375 960.8148803710938 None None None +12 1906 0.7315788269042969 980.4886474609375 960.88134765625 None None None +12 1907 0.731674075126648 980.4124755859375 960.8026733398438 None None None +12 1908 0.7315906882286072 980.3552856445312 960.7476806640625 None None None +12 1909 0.7315818667411804 980.3485717773438 960.7412109375 None None None +12 1910 0.7317340970039368 980.2286987304688 960.6171875 None None None +12 1911 0.7316509485244751 980.2225952148438 960.61328125 None None None +12 1912 0.7315289974212646 980.1301879882812 960.524169921875 None None None +12 1913 0.7315030097961426 980.1812133789062 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979.9608764648438 960.357421875 None None None +12 1927 0.731434166431427 979.9481811523438 960.344970703125 None None None +12 1928 0.7313076257705688 979.9545288085938 960.354736328125 None None None +12 1929 0.731255829334259 979.8493041992188 960.2509765625 None None None +12 1930 0.7312292456626892 979.8308715820312 960.2332153320312 None None None +12 1931 0.7312440872192383 979.7616577148438 960.16357421875 None None None +12 1932 0.7311729788780212 979.7229614257812 960.1268310546875 None None None +12 1933 0.7311792969703674 979.7665405273438 960.1702270507812 None None None +12 1934 0.7313029766082764 979.7993774414062 960.19970703125 None None None +12 1935 0.7312020063400269 979.8248901367188 960.2279052734375 None None None +12 1936 0.7312232255935669 979.8554077148438 960.2578735351562 None None None +12 1937 0.7311738729476929 979.86279296875 960.2665405273438 None None None +12 1938 0.7311731576919556 979.7982177734375 960.2020874023438 None None None +12 1939 0.7311703562736511 979.8104248046875 960.21435546875 None None None +12 1940 0.7311024069786072 979.8828125 960.2886352539062 None None None +12 1941 0.731004536151886 979.8534545898438 960.2619018554688 None None None +12 1942 0.7309298515319824 979.8720703125 960.282470703125 None None None +12 1943 0.7309780120849609 979.90771484375 960.3168334960938 None None None +12 1944 0.7309589385986328 980.1005249023438 960.5101928710938 None None None +12 1945 0.7308040261268616 980.1246948242188 960.5385131835938 None None None +12 1946 0.7310565710067749 980.0856323242188 960.4927368164062 None None None +12 1947 0.7309709787368774 980.2214965820312 960.630859375 None None None +12 1948 0.7310156226158142 980.109375 960.5175170898438 None None None +12 1949 0.7311074733734131 980.2005004882812 960.6061401367188 None None None +12 1950 0.7311294078826904 980.26904296875 960.674072265625 None None None +12 1951 0.7312601208686829 980.3535766601562 960.7550659179688 None None None +12 1952 0.7312778234481812 980.3201904296875 960.7213134765625 None None None +12 1953 0.7311905026435852 980.3030395507812 960.7064208984375 None None None +12 1954 0.7312805652618408 980.2373046875 960.6383056640625 None None None +12 1955 0.7311697006225586 980.1074829101562 960.511474609375 None None None +12 1956 0.7310811281204224 980.0585327148438 960.46484375 None None None +12 1957 0.7310404777526855 980.1878662109375 960.5952758789062 None None None +12 1958 0.7311471700668335 980.2634887695312 960.6680297851562 None None None +12 1959 0.7311609387397766 980.2267456054688 960.6309204101562 None None None +12 1960 0.7311543822288513 980.2742309570312 960.6785278320312 None None None +12 1961 0.7311519980430603 980.350341796875 960.7547607421875 None None None +12 1962 0.7312698364257812 980.4260864257812 960.8272705078125 None None None +12 1963 0.7313789129257202 980.5200805664062 960.9183349609375 None None None +12 1964 0.7312909960746765 980.5100708007812 960.9107666015625 None None None +12 1965 0.7312837839126587 980.4544677734375 960.8552856445312 None None None +12 1966 0.7312479615211487 980.474609375 960.87646484375 None None None +12 1967 0.7313143014907837 980.560791015625 960.9608764648438 None None None +12 1968 0.7314108610153198 980.5271606445312 960.9246826171875 None None None +12 1969 0.7313876152038574 980.6160278320312 961.0142211914062 None None None +12 1970 0.7314322590827942 980.599609375 960.99658203125 None None None +12 1971 0.7314194440841675 980.5697021484375 960.967041015625 None None None +12 1972 0.7315031290054321 980.589111328125 960.9842529296875 None None None +12 1973 0.73138827085495 980.5133666992188 960.9115600585938 None None None +12 1974 0.7313789129257202 980.4943237304688 960.8927612304688 None None None +12 1975 0.7313684821128845 980.527587890625 960.9263305664062 None None None +12 1976 0.7313907146453857 980.5970458984375 960.9952392578125 None None None +12 1977 0.7313747406005859 980.5789794921875 960.9776000976562 None None None +12 1978 0.7313126921653748 980.5618286132812 960.9620971679688 None None None +12 1979 0.7312489151954651 980.5186767578125 960.920654296875 None None None +12 1980 0.7311846613883972 980.5010375976562 960.90478515625 None None None +12 1981 0.7312407493591309 980.4363403320312 960.8385009765625 None None None +12 1982 0.7311816215515137 980.3748779296875 960.7786254882812 None None None +12 1983 0.7310703992843628 980.3651733398438 960.77197265625 None None None +12 1984 0.7309861183166504 980.2814331054688 960.6904907226562 None None None +12 1985 0.7310695648193359 980.3934326171875 960.8003540039062 None None None +12 1986 0.7310335040092468 980.4641723632812 960.8720092773438 None None None +12 1987 0.7310686111450195 980.4102172851562 960.817138671875 None None None +12 1988 0.7312155365943909 980.3888549804688 960.791748046875 None None None +12 1989 0.7312129735946655 980.4234619140625 960.8264770507812 None None None +12 1990 0.7314049005508423 980.4679565429688 960.8659057617188 None None None +12 1991 0.7313606142997742 980.4305419921875 960.8296508789062 None None None +12 1992 0.7313542366027832 980.354736328125 960.7540283203125 None None None +12 1993 0.7313345074653625 980.3735961914062 960.7734375 None None None +12 1994 0.7312946915626526 980.3776245117188 960.778564453125 None None None +12 1995 0.7312054634094238 980.3165283203125 960.7197875976562 None None None +12 1996 0.7310513854026794 980.3729248046875 960.7803344726562 None None None +12 1997 0.7311047911643982 980.427001953125 960.8329467773438 None None None +12 1998 0.7310166954994202 980.39697265625 960.8052368164062 None None None +12 1999 0.7310482859611511 980.4380493164062 960.845458984375 None None None +12 2000 0.7309993505477905 980.4332275390625 960.842041015625 None None None +12 2001 0.7309930920600891 980.5712280273438 960.980224609375 None None None +12 2002 0.7308337688446045 980.5446166992188 960.9578857421875 None None None +12 2003 0.7309162020683289 980.4456787109375 960.8567504882812 None None None +12 2004 0.7308591604232788 980.3782348632812 960.7908325195312 None None None +12 2005 0.7308581471443176 980.28125 960.69384765625 None None None +12 2006 0.7308334112167358 980.21923828125 960.6325073242188 None None None +12 2007 0.7307237982749939 980.14404296875 960.5601806640625 None None None +12 2008 0.7307001948356628 980.1641845703125 960.5809326171875 None None None +12 2009 0.730744481086731 980.2493286132812 960.6648559570312 None None None +12 2010 0.7307828068733215 980.2308349609375 960.6453857421875 None None None +12 2011 0.7306972742080688 980.25634765625 960.6731567382812 None None None +12 2012 0.7308421730995178 980.2892456054688 960.7022094726562 None None None +12 2013 0.7308393716812134 980.30224609375 960.7152709960938 None None None +12 2014 0.7307859063148499 980.2041625976562 960.6185302734375 None None None +12 2015 0.7308037281036377 980.1761474609375 960.5900268554688 None None None +12 2016 0.7307466268539429 980.1155395507812 960.5309448242188 None None None +12 2017 0.7307749390602112 980.1084594726562 960.5231323242188 None None None +12 2018 0.7309237122535706 980.201171875 960.6118774414062 None None None +12 2019 0.7309443950653076 980.1598510742188 960.5700073242188 None None None +12 2020 0.7309331893920898 980.1185302734375 960.5289306640625 None None None +12 2021 0.7309336066246033 980.119384765625 960.52978515625 None None None +12 2022 0.7308225035667419 980.3140869140625 960.7274169921875 None None None +12 2023 0.7307969927787781 980.3344116210938 960.7484130859375 None None None +12 2024 0.7307184338569641 980.2620849609375 960.67822265625 None None None +12 2025 0.7306615710258484 980.322021484375 960.7396850585938 None None None +12 2026 0.7307234406471252 980.2028198242188 960.6188354492188 None None None +12 2027 0.7308066487312317 980.2037353515625 960.6175537109375 None None None +12 2028 0.73082035779953 980.1859130859375 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None +14 1807 0.6887033581733704 971.7616577148438 953.3037109375 None None None +14 1808 0.6885862350463867 971.6940307617188 953.2393188476562 None None None +14 1809 0.6885672211647034 971.69482421875 953.2406005859375 None None None +14 1810 0.6886668801307678 971.7308349609375 953.2739868164062 None None None +14 1811 0.6887723207473755 971.6477661132812 953.1880493164062 None None None +14 1812 0.688816249370575 971.6027221679688 953.1417846679688 None None None +14 1813 0.6887472867965698 971.5023193359375 953.043212890625 None None None +14 1814 0.6887887120246887 971.489990234375 953.02978515625 None None None +14 1815 0.6887920498847961 971.4429931640625 952.9827270507812 None None None +14 1816 0.6887073516845703 971.3167114257812 952.8587036132812 None None None +14 1817 0.6888684630393982 971.3140869140625 952.8516845703125 None None None +14 1818 0.688840925693512 971.2719116210938 952.8102416992188 None None None +14 1819 0.6889247894287109 971.3607177734375 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0.6888018846511841 971.5541381835938 953.0936279296875 None None None +14 1846 0.6888667345046997 971.5782470703125 953.1160278320312 None None None +14 1847 0.6888814568519592 971.6127319335938 953.1500854492188 None None None +14 1848 0.6888045072555542 971.6271362304688 953.1665649414062 None None None +14 1849 0.6887725591659546 971.6365966796875 953.1768188476562 None None None +14 1850 0.688753068447113 971.48193359375 953.0226440429688 None None None +14 1851 0.6888179779052734 971.466552734375 953.0054931640625 None None None +14 1852 0.6887456178665161 971.4533081054688 952.9942016601562 None None None +14 1853 0.6887596845626831 971.4656372070312 953.0061645507812 None None None +14 1854 0.6886853575706482 971.4667358398438 953.00927734375 None None None +14 1855 0.6886370182037354 971.4615478515625 953.0053100585938 None None None +14 1856 0.6885485649108887 971.4763793945312 953.0225219726562 None None None +14 1857 0.6884452700614929 971.4417724609375 952.9906005859375 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971.2134399414062 952.7528076171875 None None None +14 1897 0.6887790560722351 971.2625732421875 952.8027954101562 None None None +14 1898 0.6887049674987793 971.3492431640625 952.8914794921875 None None None +14 1899 0.6886563897132874 971.3004150390625 952.8439331054688 None None None +14 1900 0.6886056065559387 971.305419921875 952.8502807617188 None None None +14 1901 0.6886800527572632 971.2555541992188 952.7984008789062 None None None +14 1902 0.6886771321296692 971.2706909179688 952.8135375976562 None None None +14 1903 0.6885778307914734 971.3657836914062 952.911376953125 None None None +14 1904 0.6885651350021362 971.418212890625 952.964111328125 None None None +14 1905 0.6887885928153992 971.498779296875 953.0386962890625 None None None +14 1906 0.6887549161911011 971.5099487304688 953.05078125 None None None +14 1907 0.6886603832244873 971.4766235351562 953.02001953125 None None None +14 1908 0.6887257099151611 971.5560302734375 953.0975952148438 None None None +14 1909 0.6886066794395447 971.5836791992188 953.12841796875 None None None +14 1910 0.6886828541755676 971.6402587890625 953.1829223632812 None None None +14 1911 0.6885902881622314 971.6012573242188 953.1464233398438 None None None +14 1912 0.688670814037323 971.542236328125 953.0852661132812 None None None +14 1913 0.6887784004211426 971.4822998046875 953.0223999023438 None None None +14 1914 0.6887665390968323 971.3995971679688 952.9400634765625 None None None +14 1915 0.6887101531028748 971.3757934570312 952.9177856445312 None None None +14 1916 0.6889328360557556 971.4007568359375 952.9368286132812 None None None +14 1917 0.6888524889945984 971.421630859375 952.9598388671875 None None None +14 1918 0.6889632940292358 971.425048828125 952.9603271484375 None None None +14 1919 0.6888262033462524 971.3672485351562 952.90625 None None None +14 1920 0.6889551877975464 971.3208618164062 952.8563842773438 None None None +14 1921 0.688919186592102 971.3566284179688 952.8931274414062 None None None +14 1922 0.6888720393180847 971.3451538085938 952.8829345703125 None None None +14 1923 0.6887950897216797 971.3063354492188 952.8461303710938 None None None +14 1924 0.6887629628181458 971.30712890625 952.8477783203125 None None None +14 1925 0.6887128949165344 971.3795776367188 952.9215698242188 None None None +14 1926 0.688713550567627 971.308349609375 952.850341796875 None None None +14 1927 0.6886284351348877 971.2843627929688 952.8285522460938 None None None +14 1928 0.6885519027709961 971.2745361328125 952.82080078125 None None None +14 1929 0.6885806918144226 971.2138671875 952.7593383789062 None None None +14 1930 0.6885722279548645 971.2163696289062 952.7620849609375 None None None +14 1931 0.6886240243911743 971.2965698242188 952.8408203125 None None None +14 1932 0.6886304616928101 971.3524169921875 952.8965454101562 None None None +14 1933 0.6886253356933594 971.3533935546875 952.8976440429688 None None None +14 1934 0.6885377764701843 971.3851318359375 952.931640625 None None None +14 1935 0.68850177526474 971.337890625 952.8853149414062 None None None +14 1936 0.6884950995445251 971.394775390625 952.9423828125 None None None +14 1937 0.6884364485740662 971.498779296875 953.0480346679688 None None None +14 1938 0.6883683204650879 971.455078125 953.0061645507812 None None None +14 1939 0.6883199214935303 971.513427734375 953.0657348632812 None None None +14 1940 0.6885650753974915 971.4708251953125 953.0166625976562 None None None +14 1941 0.6885632872581482 971.4552612304688 953.0010986328125 None None None +14 1942 0.6884298920631409 971.4615478515625 953.0109252929688 None None None +14 1943 0.6883123517036438 971.3972778320312 952.9497680664062 None None None +14 1944 0.6883337497711182 971.4454956054688 952.9974975585938 None None None +14 1945 0.6882644891738892 971.5183715820312 953.0722045898438 None None None +14 1946 0.6882913708686829 971.51025390625 953.0633544921875 None None None +14 1947 0.6883020997047424 971.4588623046875 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971.4488525390625 953.0028076171875 None None None +14 1961 0.688265323638916 971.4970703125 953.0508422851562 None None None +14 1962 0.6881822943687439 971.5757446289062 953.1317138671875 None None None +14 1963 0.6880886554718018 971.5274047851562 953.0858764648438 None None None +14 1964 0.6880789399147034 971.5236206054688 953.0823364257812 None None None +14 1965 0.6880877614021301 971.5787963867188 953.1373291015625 None None None +14 1966 0.6881139874458313 971.5380859375 953.095947265625 None None None +14 1967 0.6880443692207336 971.4957885742188 953.0554809570312 None None None +14 1968 0.6882224082946777 971.5012817382812 953.0562744140625 None None None +14 1969 0.6881227493286133 971.4346923828125 952.9923706054688 None None None +14 1970 0.688172459602356 971.400634765625 952.95703125 None None None +14 1971 0.6880667805671692 971.30517578125 952.8643798828125 None None None +14 1972 0.6880748867988586 971.2753295898438 952.8342895507812 None None None +14 1973 0.6881424188613892 971.248291015625 952.805419921875 None None None +14 1974 0.688164234161377 971.251220703125 952.8078002929688 None None None +14 1975 0.688097357749939 971.3277587890625 952.8861083984375 None None None +14 1976 0.688170313835144 971.4201049804688 952.9765014648438 None None None +14 1977 0.6882016658782959 971.378662109375 952.9342041015625 None None None +14 1978 0.6882687211036682 971.4682006835938 953.0219116210938 None None None +14 1979 0.6882883906364441 971.5078735351562 953.0610961914062 None None None +14 1980 0.688256025314331 971.4886474609375 953.042724609375 None None None +14 1981 0.6882548332214355 971.4185791015625 952.9727172851562 None None None +14 1982 0.6881389021873474 971.452880859375 953.0101318359375 None None None +14 1983 0.6881995797157288 971.4797973632812 953.0353393554688 None None None +14 1984 0.6882227063179016 971.4888305664062 953.0437622070312 None None None +14 1985 0.6882314085960388 971.4895629882812 953.0443115234375 None None None +14 1986 0.6883562803268433 971.447509765625 952.9989624023438 None None None +14 1987 0.688284695148468 971.4983520507812 953.0516967773438 None None None +14 1988 0.6881496906280518 971.473388671875 953.0303955078125 None None None +14 1989 0.6880767941474915 971.4495849609375 953.0084838867188 None None None +14 1990 0.6881352663040161 971.5081176757812 953.0654296875 None None None +14 1991 0.6881144046783447 971.5377197265625 953.0956420898438 None None None +14 1992 0.6882873177528381 971.5337524414062 953.0870971679688 None None None +14 1993 0.6882089972496033 971.48681640625 953.042236328125 None None None +14 1994 0.688182532787323 971.5692749023438 953.1254272460938 None None None +14 1995 0.6881768703460693 971.5984497070312 953.1547241210938 None None None +14 1996 0.6881983280181885 971.5801391601562 953.1359252929688 None None None +14 1997 0.6882469654083252 971.4725952148438 953.0270385742188 None None None +14 1998 0.6881223917007446 971.4710083007812 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None None +15 1933 0.674713134765625 969.9570922851562 951.876220703125 None None None +15 1934 0.6746304035186768 970.0620727539062 951.9833984375 None None None +15 1935 0.674531877040863 970.0372924804688 951.9612426757812 None None None +15 1936 0.6744792461395264 970.0497436523438 951.97509765625 None None None +15 1937 0.6744276285171509 970.1202392578125 952.0469360351562 None None None +15 1938 0.6743685007095337 970.0490112304688 951.9773559570312 None None None +15 1939 0.6742461323738098 970.1039428710938 952.0355834960938 None None None +15 1940 0.6742193102836609 970.09716796875 952.029541015625 None None None +15 1941 0.6742324233055115 970.1361083984375 952.0681762695312 None None None +15 1942 0.6742108464241028 970.128173828125 952.0607299804688 None None None +15 1943 0.6742852330207825 970.1607055664062 952.0912475585938 None None None +15 1944 0.6742292046546936 970.1044311523438 952.0364990234375 None None None +15 1945 0.6742433309555054 970.0786743164062 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None +18 1968 0.5708862543106079 937.5596923828125 922.2603149414062 None None None +18 1969 0.570956826210022 937.6030883789062 922.3018188476562 None None None +18 1970 0.5709808468818665 937.6227416992188 922.32080078125 None None None +18 1971 0.5709131360054016 937.6921997070312 922.3921508789062 None None None +18 1972 0.5708779096603394 937.5833129882812 922.2842407226562 None None None +18 1973 0.5708801746368408 937.4608154296875 922.1616821289062 None None None +18 1974 0.5707517862319946 937.423583984375 922.1279296875 None None None +18 1975 0.5707241892814636 937.397705078125 922.102783203125 None None None +18 1976 0.5708102583885193 937.4176635742188 922.1204223632812 None None None +18 1977 0.5707534551620483 937.4829711914062 922.187255859375 None None None +18 1978 0.5707522034645081 937.4185791015625 922.1228637695312 None None None +18 1979 0.5707433819770813 937.3929443359375 922.0975341796875 None None None +18 1980 0.5707094669342041 937.2939453125 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937.4908447265625 922.2022705078125 None None None +18 1994 0.5704352855682373 937.485595703125 922.1984252929688 None None None +18 1995 0.5704624652862549 937.484619140625 922.19677734375 None None None +18 1996 0.570410430431366 937.4817504882812 922.1953125 None None None +18 1997 0.5704416632652283 937.4059448242188 922.1185913085938 None None None +18 1998 0.5704181790351868 937.345703125 922.0590209960938 None None None +18 1999 0.5705128312110901 937.33349609375 922.0443115234375 None None None +18 2000 0.5705458521842957 937.3981323242188 922.1079711914062 None None None +18 2001 0.5705869793891907 937.41259765625 922.1213989257812 None None None +18 2002 0.5706145167350769 937.4454956054688 922.1535034179688 None None None +18 2003 0.5706371665000916 937.48779296875 922.1951904296875 None None None +18 2004 0.5705474615097046 937.3905639648438 922.100341796875 None None None +18 2005 0.5705583691596985 937.4251098632812 922.1346435546875 None None None +18 2006 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923.2584838867188 908.8856811523438 None None None +19 2014 0.5361930131912231 923.2156982421875 908.8444213867188 None None None +19 2015 0.5362091660499573 923.2799682617188 908.908203125 None None None +19 2016 0.536232054233551 923.1891479492188 908.8167724609375 None None None +19 2017 0.536283552646637 923.1668701171875 908.7931518554688 None None None +19 2018 0.5362548232078552 923.1347045898438 908.76171875 None None None +19 2019 0.5363298654556274 923.1329956054688 908.7579345703125 None None None +19 2020 0.5364488363265991 923.1511840820312 908.7728881835938 None None None +19 2021 0.5363602042198181 923.2294311523438 908.8535766601562 None None None +19 2022 0.5362899899482727 923.2584838867188 908.8845825195312 None None None +19 2023 0.5363044738769531 923.2131958007812 908.8389282226562 None None None +19 2024 0.5361834764480591 923.183837890625 908.8128051757812 None None None +19 2025 0.5361616611480713 923.2424926757812 908.8720703125 None None None +19 2026 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+19 2039 0.5364290475845337 923.3461303710938 908.96875 None None None +19 2040 0.5364287495613098 923.2719116210938 908.89453125 None None None +19 2041 0.5363753437995911 923.2225341796875 908.8465576171875 None None None +19 2042 0.5363761782646179 923.16455078125 908.7885131835938 None None None +19 2043 0.5363146662712097 923.2120361328125 908.8377075195312 None None None +19 2044 0.5363346338272095 923.2020263671875 908.8271484375 None None None +19 2045 0.5363835096359253 923.1959838867188 908.8197631835938 None None None +19 2046 0.5363468527793884 923.1201171875 908.744873046875 None None None +19 2047 0.5362449884414673 923.0858154296875 908.7133178710938 None None None +19 2048 0.5362533926963806 923.158447265625 908.7857055664062 None None None +19 2049 0.5363677144050598 923.0631103515625 908.687255859375 None None None +19 2050 0.5364120602607727 923.0392456054688 908.6622314453125 None None None +19 2051 0.5363502502441406 923.0446166992188 908.6693115234375 None None None +19 2052 0.5363648533821106 923.0147094726562 908.6389770507812 None None None +19 2053 0.536405086517334 922.9326782226562 908.5557861328125 None None None +19 2054 0.5363460779190063 922.9052124023438 908.5299072265625 None None None +19 2055 0.5363706946372986 922.9746704101562 908.5987548828125 None None None +19 2056 0.536354660987854 922.9384765625 908.5629272460938 None None None +19 2057 0.5363389849662781 922.881591796875 908.5064697265625 None None None +19 2058 0.5362857580184937 922.8685302734375 908.4948120117188 None None None +19 2059 0.5363406538963318 922.97314453125 908.5980224609375 None None None +19 2060 0.5363037586212158 922.9241943359375 908.550048828125 None None None +19 2061 0.536384642124176 922.94775390625 908.5714111328125 None None None +19 2062 0.5365597009658813 922.9862670898438 908.605224609375 None None None +19 2063 0.5366277098655701 923.0023193359375 908.6194458007812 None None None +19 2064 0.5366149544715881 923.0087890625 908.626220703125 None None None +19 2065 0.5365459322929382 923.1334228515625 908.752685546875 None None None +19 2066 0.5365672707557678 923.1090698242188 908.727783203125 None None None +19 2067 0.5365629196166992 923.0733642578125 908.6921997070312 None None None +19 2068 0.5365511775016785 923.0012817382812 908.6204223632812 None None None +19 2069 0.5364940166473389 922.9981689453125 908.6188354492188 None None None +19 2070 0.5364421010017395 923.0153198242188 908.6373901367188 None None None +19 2071 0.5363785028457642 923.0149536132812 908.638671875 None None None +19 2072 0.5363412499427795 923.0416259765625 908.6663818359375 None None None +19 2073 0.5363115668296814 923.0270385742188 908.652587890625 None None None +19 2074 0.5362475514411926 923.0081787109375 908.6354370117188 None None None +19 2075 0.5362497568130493 923.0017700195312 908.6289672851562 None None None +19 2076 0.5361335873603821 922.9984741210938 908.6287231445312 None None None +19 2077 0.5362046957015991 922.9019165039062 908.5302734375 None None None +19 2078 0.5360819697380066 922.8563232421875 908.488037109375 None None None +19 2079 0.536087155342102 922.8471069335938 908.4786987304688 None None None +19 2080 0.5360031127929688 922.9146728515625 908.5485229492188 None None None +19 2081 0.535952627658844 922.9404296875 908.5755615234375 None None None +19 2082 0.5359351634979248 922.8949584960938 908.5305786132812 None None None +19 2083 0.5359169244766235 922.9112548828125 908.54736328125 None None None +19 2084 0.5358676910400391 922.8876342773438 908.5250244140625 None None None +19 2085 0.5359331369400024 922.9283447265625 908.5640258789062 None None None +19 2086 0.5360010862350464 922.971923828125 908.6058349609375 None None None +19 2087 0.5360961556434631 923.0353393554688 908.6666870117188 None None None +19 2088 0.5361197590827942 923.123291015625 908.7539672851562 None None None +19 2089 0.5361349582672119 923.0971069335938 908.7274169921875 None None None +19 2090 0.5360824465751648 923.0796508789062 908.7113647460938 None None None +19 2091 0.5360082387924194 923.0656127929688 908.6992797851562 None None None +19 2092 0.5360896587371826 923.02685546875 908.6583251953125 None None None +19 2093 0.5361129641532898 922.8871459960938 908.5180053710938 None None None +19 2094 0.5361558198928833 922.81201171875 908.441650390625 None None None +19 2095 0.5361856818199158 922.8631591796875 908.4920654296875 None None None +19 2096 0.5362339019775391 922.8048095703125 908.432373046875 None None None +19 2097 0.5363128781318665 922.7802124023438 908.4056396484375 None None None +19 2098 0.5363894104957581 922.7434692382812 908.3668212890625 None None None +19 2099 0.5363757014274597 922.7495727539062 908.3733520507812 None None None +19 2100 0.536375105381012 922.6987915039062 908.3225708007812 None None None +19 2101 0.5363660454750061 922.7685546875 908.392578125 None None None +19 2102 0.536312460899353 922.7703857421875 908.3958129882812 None None None +19 2103 0.5364938974380493 922.7194213867188 908.3399658203125 None None None +19 2104 0.5365393161773682 922.64990234375 908.269287109375 None None None +19 2105 0.5365041494369507 922.6880493164062 908.3084106445312 None None None +19 2106 0.5366590619087219 922.6599731445312 908.2761840820312 None None None +19 2107 0.5366858839988708 922.6661376953125 908.2816162109375 None None None +19 2108 0.5367982983589172 922.69677734375 908.3092041015625 None None None +19 2109 0.5367427468299866 922.7614135742188 908.3753662109375 None None None +19 2110 0.5367686152458191 922.7379760742188 908.3511962890625 None None None +19 2111 0.5367356538772583 922.663818359375 908.2779541015625 None None None +19 2112 0.5367255806922913 922.6889038085938 908.30322265625 None None None +19 2113 0.5368059873580933 922.7009887695312 908.3131713867188 None None None +19 2114 0.5367385149002075 922.8009643554688 908.4149169921875 None None None +19 2115 0.5367953181266785 922.8392333984375 908.45166015625 None None None +19 2116 0.5367357134819031 922.809814453125 908.423828125 None None None +19 2117 0.5366848707199097 922.810546875 908.4259643554688 None None None +19 2118 0.536712110042572 922.8366088867188 908.4512329101562 None None None +19 2119 0.5367565155029297 922.8840942382812 908.49755859375 None None None +19 2120 0.5367214679718018 922.8041381835938 908.4185791015625 None None None +19 2121 0.5367794632911682 922.931640625 908.54443359375 None None None +19 2122 0.5370337963104248 922.923583984375 908.5296020507812 None None None +19 2123 0.5370723605155945 922.9388427734375 908.5437622070312 None None None +19 2124 0.5370145440101624 922.910888671875 908.5173950195312 None None None diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..850ef34d466025331bbb07413308b36edadf5c83 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:14:15.496158: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.156624: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:19.162931: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:14:19.200446: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:82:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:19.200564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.233618: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:19.233760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:19.250501: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:19.257508: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:19.285382: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:19.292242: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:19.293874: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:19.305589: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:19.306068: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:14:19.307155: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:19.307773: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:82:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:19.307818: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.307863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:19.307893: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:19.307922: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:19.307951: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:19.307980: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:19.308009: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:19.308039: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:19.309084: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:19.310693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:21.581469: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:14:21.581573: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:14:21.581615: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:14:21.585222: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:82:00.0, compute capability: 6.0) +2023-07-16 23:14:22.637402: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..568ecfe23e21222a6f6eabfc8833d9267caee1ac --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/bias_model_scaled diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet.params.json b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..4d9096d8f96def718a52b113c457c7fdbabc4606 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "26.8", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_data_params.tsv b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..4fdf33f438ad7b7e16b0546745a340e109fd426f --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 4.0 +counts_sum_max_thresh 12192.16 +trainings_pts_post_thresh 148016 diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c170bb554976f430076de987c3c0bed2ddd568a --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 12:27:20.364132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:23.370021: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:27:23.374824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 12:27:23.402457: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-17 12:27:23.402550: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:23.430502: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:27:23.430580: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:27:23.443966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:27:23.449854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:27:23.471554: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:27:23.476850: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:27:23.477967: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:27:23.479662: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:27:23.479999: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 12:27:23.480858: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:27:23.481135: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-17 12:27:23.481166: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:23.481191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:27:23.481213: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:27:23.481234: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:27:23.481255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:27:23.481276: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:27:23.481296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:27:23.481317: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:27:23.481693: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:27:23.482929: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:25.290629: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 12:27:25.290723: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 12:27:25.290741: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 12:27:25.293900: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:83:00.0, compute capability: 6.0) +2023-07-17 12:27:27.687014: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7942c8d866299fa0d73d3bf85512086524d8bf31 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/chrombpnet diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_model_params.tsv b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..2fd45d7426389a835f885f5d826d518cf26c86c1 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 26.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..37304a400cecff6f5962832c41e8af2d35397313 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..37304a400cecff6f5962832c41e8af2d35397313 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.epoch_loss.csv b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..e2e782b0053ed046ca2533dca87a2809ce700244 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.epoch_loss.csv @@ -0,0 +1,21 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,3.7295587062835693,1187.2664794921875,1287.2203369140625,1.275224208831787,1167.5069580078125,1201.68310546875 +1,1.1697437763214111,1082.6300048828125,1113.978759765625,1.3197931051254272,1108.8773193359375,1144.24853515625 +2,1.0540794134140015,1054.563720703125,1082.8134765625,0.9915295839309692,1128.726806640625,1155.2996826171875 +3,0.9943603873252869,1034.030029296875,1060.679443359375,0.9613667130470276,1114.0458984375,1139.8096923828125 +4,0.9422430396080017,1020.216796875,1045.46875,0.9166824221611023,1093.4051513671875,1117.97216796875 +5,0.9106988310813904,1009.6016235351562,1034.005859375,0.8907029032707214,1105.1654052734375,1129.0361328125 +6,0.8626617193222046,999.3350219726562,1022.4556884765625,1.1616344451904297,1085.76806640625,1116.8997802734375 +7,0.8407308459281921,991.4281005859375,1013.9599609375,0.8574193120002747,1093.3321533203125,1116.311279296875 +8,0.8137981295585632,985.44970703125,1007.2579956054688,0.9840288162231445,1106.787109375,1133.15966796875 +9,0.7952360510826111,977.8865356445312,999.200927734375,0.948299765586853,1082.8822021484375,1108.29638671875 +10,0.7668566703796387,970.7134399414062,991.2640991210938,0.8572760224342346,1095.239990234375,1118.2147216796875 +11,0.7464887499809265,968.5260620117188,988.5322875976562,0.8427428603172302,1093.3421630859375,1115.927978515625 +12,0.7317739725112915,960.8853759765625,980.497314453125,0.8329412341117859,1073.9703369140625,1096.2930908203125 +13,0.7057238221168518,958.5479736328125,977.4605712890625,0.8508923053741455,1088.0302734375,1110.834228515625 +14,0.6892314553260803,953.9384155273438,972.4102783203125,0.849068820476532,1071.1790771484375,1093.93408203125 +15,0.6744856834411621,951.02978515625,969.1044921875,0.9249248504638672,1090.2353515625,1115.023193359375 +16,0.6532033085823059,946.4937133789062,964.000244140625,0.8571313619613647,1086.118896484375,1109.0899658203125 +17,0.6466137170791626,945.6458740234375,962.9752197265625,0.8379226326942444,1110.093017578125,1132.5499267578125 +18,0.5693588256835938,922.6021728515625,937.8603515625,0.8664036393165588,1086.8438720703125,1110.0640869140625 +19,0.5370145440101624,908.5173950195312,922.910888671875,0.8530365228652954,1082.97998046875,1105.84130859375 diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stderr.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..92c4b780da987b2b603b6f6a6e6ea5035bd55563 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stderr.txt @@ -0,0 +1,328 @@ +2022-10-04 14:40:07.203847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:45:52.706014: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:45:52.707882: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 14:45:52.928994: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 14:45:52.929098: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:45:52.954283: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:45:52.954366: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:45:52.967673: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:45:52.973847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:45:52.995111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:45:53.001054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:45:53.002461: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:45:53.006768: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:45:53.007118: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 14:45:53.007203: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:45:53.008552: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 14:45:53.008579: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:45:53.008595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:45:53.008609: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:45:53.008623: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:45:53.008637: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:45:53.008650: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:45:53.008664: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:45:53.008677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:45:53.011276: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:45:53.012832: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:45:54.734592: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 14:45:54.734701: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 14:45:54.734714: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 14:45:54.741794: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +2022-10-04 14:45:55.860100: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 14:45:55.868901: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 14:45:56.043646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:45:57.593331: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:45:57.601535: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:46:25.136218: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:26.891866: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:46:26.892612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 14:46:26.986816: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 14:46:26.986918: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:26.988950: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:46:26.988997: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:46:26.989907: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:46:26.990081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:46:26.992189: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:46:26.992663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:46:26.992789: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:46:26.994436: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:46:26.994751: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 14:46:26.994828: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:46:26.995645: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 14:46:26.995691: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:26.995713: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:46:26.995728: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:46:26.995743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:46:26.995756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:46:26.995770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:46:26.995784: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:46:26.995798: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:46:26.997353: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:46:26.997384: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:27.475934: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 14:46:27.476047: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 14:46:27.476060: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 14:46:27.478769: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +2022-10-04 14:50:52.534201: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 14:50:52.534638: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 14:50:54.002325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:50:54.477441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:50:54.493411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:50:57.770434: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-04 16:45:52.017931: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:45:54.667461: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:45:54.668352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:45:54.958213: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:45:54.958302: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:45:54.960510: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:45:54.960557: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:45:54.961558: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:45:54.961740: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:45:54.964019: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:45:54.964531: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:45:54.964662: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:45:54.967157: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:45:54.967484: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:45:54.967556: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:45:54.968784: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:45:54.968807: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:45:54.968824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:45:54.968839: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:45:54.968854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:45:54.968868: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:45:54.968882: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:45:54.968895: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:45:54.968909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:45:54.971264: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:45:54.971299: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:45:55.494008: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:45:55.494137: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:45:55.494149: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:45:55.497406: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +2022-10-04 16:47:38.985083: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:47:38.988695: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 16:47:39.074263: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:47:39.529360: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:47:39.531555: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:49:40.672817: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:49:43.022599: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:49:43.023492: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:49:43.218223: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:49:43.218311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:49:43.220517: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:49:43.220565: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:49:43.221541: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:49:43.221724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:49:43.224033: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:49:43.224537: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:49:43.224666: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:49:43.226344: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:49:43.226673: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:49:43.226773: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:49:43.227611: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:49:43.227634: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:49:43.227651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:49:43.227666: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:49:43.227680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:49:43.227693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:49:43.227707: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:49:43.227721: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:49:43.227734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:49:43.229281: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:49:43.229314: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:49:43.720552: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:49:43.720662: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:49:43.720674: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:49:43.723784: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 16:50:45.409558: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:50:45.411987: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 16:50:45.469045: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:50:45.922621: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:50:45.924246: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:52:39.421423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:52:41.767086: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:52:41.767975: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:52:41.964365: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:52:41.964440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:52:41.966654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:52:41.966703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:52:41.967660: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:52:41.967840: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:52:41.970048: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:52:41.970544: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:52:41.970672: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:52:41.972336: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:52:41.972655: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:52:41.972730: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:52:41.973555: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:52:41.973577: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:52:41.973595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:52:41.973609: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:52:41.973647: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:52:41.973663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:52:41.973676: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:52:41.973690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:52:41.973703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:52:41.975247: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:52:41.975277: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:52:42.468795: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:52:42.468907: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:52:42.468920: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:52:42.472184: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +2022-10-04 16:53:44.117971: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:53:44.119763: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 16:53:44.157454: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:53:44.610849: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:53:44.612417: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:55:49.705907: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:55:50.849317: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:55:50.850159: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:55:51.045559: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:55:51.045654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:55:51.048001: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:55:51.048052: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:55:51.049035: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:55:51.049226: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:55:51.051459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:55:51.051944: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:55:51.052072: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:55:51.053744: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:55:51.054073: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:55:51.054147: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:55:51.054974: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:55:51.055002: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:55:51.055019: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:55:51.055033: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:55:51.055047: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:55:51.055061: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:55:51.055075: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:55:51.055089: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:55:51.055103: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:55:51.056650: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:55:51.056690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:55:51.552962: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:55:51.553093: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:55:51.553106: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:55:51.556205: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 16:56:02.191753: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:56:02.192313: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 16:56:02.388738: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:56:02.889524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:56:02.891295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_3//footprints’: File exists +2022-10-04 16:57:34.522740: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:57:35.663270: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:57:35.664056: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:57:35.859308: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:57:35.859385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:57:35.861572: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:57:35.861621: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:57:35.862595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:57:35.862786: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:57:35.865056: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:57:35.865554: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:57:35.865686: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:57:35.867361: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:57:35.867690: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:57:35.867771: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:57:35.868605: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c1:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-04 16:57:35.868654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:57:35.868673: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:57:35.868690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:57:35.868706: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:57:35.868721: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:57:35.868736: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:57:35.868752: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:57:35.868767: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:57:35.870307: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:57:35.870345: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:57:36.364192: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:57:36.364298: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:57:36.364310: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:57:36.367568: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c1:00.0, compute capability: 8.0) +2022-10-04 16:57:46.422104: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:57:46.422663: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-04 16:57:46.559558: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:57:47.066269: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:57:47.068004: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..3116f0ea3ca3a8941237ffb148fe39326a78ec7c --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3689885972d24508e3cd129186c9e9035358309b091a4cab815ca0b3c3cd944 +size 13028011 diff --git a/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout_v1.txt b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f1eead7568547c7b72219c09f4c67ae4f79c21c --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR000EMJ/logfile.modelling.fold_3.ENCSR000EMJ.stdout_v1.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4410f42b3c768b12bcfed6da95e9bc4b626fd97279180e7f2ab4438f843258a +size 13026338 diff --git a/fold_3/model.bias_scaled.fold_3.ENCSR000EMJ.h5 b/fold_3/model.bias_scaled.fold_3.ENCSR000EMJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..6ea0e871a5d8d86866e7b2172b7e898127abb981 --- /dev/null +++ b/fold_3/model.bias_scaled.fold_3.ENCSR000EMJ.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 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a/fold_3/model.chrombpnet.fold_3.ENCSR000EMJ.tar b/fold_3/model.chrombpnet.fold_3.ENCSR000EMJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..5297134f2d6b8f382c0d957f9cb8cfa585161aa8 --- /dev/null +++ b/fold_3/model.chrombpnet.fold_3.ENCSR000EMJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d66fd487714b578adea815c52567a6c04a8ed3a7dfec7c88bebca4ceda971458 +size 27607040 diff --git a/fold_3/model.chrombpnet_nobias.fold_3.ENCSR000EMJ.h5 b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR000EMJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..c9788133b452b7800890cb3d55bb3327010c56f2 --- /dev/null +++ b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR000EMJ.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e3c3cf01643201c8b7ea32d2deb57a3d5a739510a96301ae7e9cc446c66671e +size 25583536 diff --git a/fold_3/model.chrombpnet_nobias.fold_3.ENCSR000EMJ.tar b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR000EMJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..a83ac7093951cac337a78b2c4d64ca0d1c7b6fc6 --- /dev/null +++ b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR000EMJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63b8cb0be94a24fe53f673102cbbfec37d2059c17e7c980110fb01f96081ea51 +size 26081280 diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.args.json b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.args.json new file mode 100644 index 0000000000000000000000000000000000000000..40f20f2703ab3398d496b86eef590e0cb77a0536 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.batch_loss.tsv b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a18e5f2ab86fddc3f46c86b05755a74939c402ef --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.batch_loss.tsv @@ -0,0 +1,24745 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 6.320671081542969 1801.86572265625 1632.4718017578125 None None None +0 1 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1251.7110595703125 1170.6090087890625 None None None +0 1819 3.0251362323760986 1251.6314697265625 1170.555908203125 None None None +0 1820 3.024031162261963 1251.6358642578125 1170.590087890625 None None None +0 1821 3.023162841796875 1251.539794921875 1170.517333984375 None None None +0 1822 3.022334337234497 1251.4390869140625 1170.4388427734375 None None None +0 1823 3.021383762359619 1251.4742431640625 1170.49951171875 None None None +0 1824 3.0205838680267334 1251.60498046875 1170.651611328125 None None None +0 1825 3.0196189880371094 1251.5633544921875 1170.635986328125 None None None +0 1826 3.018521785736084 1251.4447021484375 1170.546630859375 None None None +0 1827 3.0173819065093994 1251.4012451171875 1170.5338134765625 None None None +0 1828 3.016305446624756 1251.312744140625 1170.47412109375 None None None +0 1829 3.0153391361236572 1251.357666015625 1170.544921875 None None None +0 1830 3.014496326446533 1251.213134765625 1170.4229736328125 None None None +0 1831 3.0135443210601807 1251.118896484375 1170.354248046875 None None None +0 1832 3.0124611854553223 1251.0594482421875 1170.32373046875 None None None +0 1833 3.0113301277160645 1251.0570068359375 1170.3516845703125 None None None +0 1834 3.010263681411743 1251.0025634765625 1170.325927734375 None None None +0 1835 3.009021043777466 1250.7969970703125 1170.153564453125 None None None +0 1836 3.008053779602051 1250.8076171875 1170.1900634765625 None None None +0 1837 3.006899118423462 1250.6348876953125 1170.0484619140625 None None None +0 1838 3.0058696269989014 1250.698974609375 1170.14013671875 None None None +0 1839 3.0048046112060547 1250.89111328125 1170.36083984375 None None None +0 1840 3.0041158199310303 1250.744873046875 1170.2330322265625 None None None +0 1841 3.003493070602417 1250.650146484375 1170.155029296875 None None None +0 1842 3.002634048461914 1250.66943359375 1170.1973876953125 None None None +0 1843 3.00150990486145 1250.5660400390625 1170.1241455078125 None None None +0 1844 3.000293254852295 1250.32763671875 1169.91845703125 None None None +0 1845 2.999417781829834 1250.2198486328125 1169.833984375 None None None +0 1846 2.9985926151275635 1250.2022705078125 1169.8385009765625 None None None +0 1847 2.997718095779419 1250.155517578125 1169.8153076171875 None None None +0 1848 2.9968862533569336 1250.06396484375 1169.7459716796875 None None None +0 1849 2.995871067047119 1249.8880615234375 1169.5972900390625 None None None +0 1850 2.995009183883667 1249.912353515625 1169.64453125 None None None +0 1851 2.99381422996521 1249.69384765625 1169.4580078125 None None None +0 1852 2.992642402648926 1249.4501953125 1169.245849609375 None None None +0 1853 2.991838216781616 1249.2987060546875 1169.1158447265625 None None None +0 1854 2.9910497665405273 1249.3975830078125 1169.23583984375 None None None +0 1855 2.9901232719421387 1249.3316650390625 1169.19482421875 None None None +0 1856 2.9891347885131836 1249.2498779296875 1169.1396484375 None None None +0 1857 2.988077402114868 1249.1168212890625 1169.0347900390625 None None None +0 1858 2.9871368408203125 1248.94580078125 1168.8890380859375 None None None +0 1859 2.9861772060394287 1248.8466796875 1168.8155517578125 None None None +0 1860 2.985260248184204 1248.9014892578125 1168.8951416015625 None None None +0 1861 2.9841227531433105 1248.767333984375 1168.7913818359375 None None None +0 1862 2.9830405712127686 1248.5582275390625 1168.611328125 None None None +0 1863 2.9819517135620117 1248.4591064453125 1168.54150390625 None None None +0 1864 2.980987310409546 1248.35986328125 1168.4681396484375 None None None +0 1865 2.979919910430908 1248.2584228515625 1168.395263671875 None None None +0 1866 2.978863000869751 1248.183349609375 1168.348388671875 None None None +0 1867 2.9777984619140625 1248.1309814453125 1168.32470703125 None None None +0 1868 2.976824998855591 1248.0302734375 1168.25 None None None +0 1869 2.9761009216308594 1247.906982421875 1168.146240234375 None None None +0 1870 2.975377321243286 1247.8958740234375 1168.154541015625 None None None +0 1871 2.974304437637329 1247.8360595703125 1168.1234130859375 None None None +0 1872 2.973397970199585 1247.8167724609375 1168.12841796875 None None None +0 1873 2.9724323749542236 1247.8123779296875 1168.14990234375 None None None +0 1874 2.97149395942688 1247.80224609375 1168.1649169921875 None None None +0 1875 2.9705593585968018 1247.6700439453125 1168.0577392578125 None None None +0 1876 2.969749927520752 1247.6917724609375 1168.10107421875 None None None +0 1877 2.9687931537628174 1247.6395263671875 1168.074462890625 None None None +0 1878 2.9677107334136963 1247.533203125 1167.9971923828125 None None None +0 1879 2.9666905403137207 1247.3858642578125 1167.8773193359375 None None None +0 1880 2.9657013416290283 1247.3092041015625 1167.826904296875 None None None +0 1881 2.9647555351257324 1247.1148681640625 1167.657958984375 None None None +0 1882 2.963690757751465 1246.980712890625 1167.5523681640625 None None None +0 1883 2.9626731872558594 1246.843505859375 1167.4423828125 None None None +0 1884 2.9615821838378906 1246.767822265625 1167.395751953125 None None None +0 1885 2.960421323776245 1246.687744140625 1167.3468017578125 None None None +0 1886 2.959496259689331 1246.550048828125 1167.2340087890625 None None None +0 1887 2.9585084915161133 1246.4578857421875 1167.168212890625 None None None +0 1888 2.9576265811920166 1246.306396484375 1167.040283203125 None None None +0 1889 2.9566659927368164 1246.2474365234375 1167.0072021484375 None None None +0 1890 2.9556400775909424 1246.0677490234375 1166.8548583984375 None None None +0 1891 2.9544296264648438 1245.9534912109375 1166.77294921875 None None None +0 1892 2.9534027576446533 1245.997314453125 1166.84423828125 None None None +0 1893 2.952383518218994 1246.040771484375 1166.9151611328125 None None None +0 1894 2.951490879058838 1245.9688720703125 1166.8671875 None None None +0 1895 2.950364589691162 1245.750732421875 1166.6793212890625 None None None +0 1896 2.9496638774871826 1245.6544189453125 1166.6016845703125 None None None +0 1897 2.9489493370056152 1245.577880859375 1166.5443115234375 None None None +0 1898 2.9483466148376465 1245.5968017578125 1166.579345703125 None None None +0 1899 2.9473955631256104 1245.5750732421875 1166.5831298828125 None None None +0 1900 2.9465534687042236 1245.5751953125 1166.6058349609375 None None None +0 1901 2.9457647800445557 1245.5672607421875 1166.619140625 None None None +0 1902 2.944864511489868 1245.3873291015625 1166.4632568359375 None None None +0 1903 2.9439845085144043 1245.3160400390625 1166.41552734375 None None None +0 1904 2.9432148933410645 1245.248046875 1166.3682861328125 None None None +0 1905 2.9425196647644043 1245.2607421875 1166.3995361328125 None None None +0 1906 2.941802501678467 1245.2431640625 1166.4012451171875 None None None +0 1907 2.940941095352173 1245.1458740234375 1166.326904296875 None None None +0 1908 2.9398341178894043 1244.9638671875 1166.174560546875 None None None +0 1909 2.9388926029205322 1245.0863037109375 1166.3221435546875 None None None +0 1910 2.9381556510925293 1245.0731201171875 1166.3287353515625 None None None +0 1911 2.9374523162841797 1244.96435546875 1166.2388916015625 None None None +0 1912 2.9365527629852295 1244.7611083984375 1166.059814453125 None None None +0 1913 2.935624361038208 1244.671630859375 1165.9952392578125 None None None +0 1914 2.9347665309906006 1244.5439453125 1165.890625 None None None +0 1915 2.9339590072631836 1244.42529296875 1165.79345703125 None None None +0 1916 2.9332199096679688 1244.3245849609375 1165.7125244140625 None None None +0 1917 2.932490110397339 1244.3177490234375 1165.725341796875 None None None +0 1918 2.9316253662109375 1244.290771484375 1165.7215576171875 None None None +0 1919 2.9308364391326904 1244.1641845703125 1165.6160888671875 None None None +0 1920 2.9301369190216064 1244.163818359375 1165.634521484375 None None None +0 1921 2.9294402599334717 1244.1927490234375 1165.6822509765625 None None None +0 1922 2.9285330772399902 1244.07080078125 1165.5845947265625 None None None +0 1923 2.9276061058044434 1243.9547119140625 1165.493408203125 None None None +0 1924 2.926546573638916 1243.764404296875 1165.33154296875 None None None +0 1925 2.9259331226348877 1243.8800048828125 1165.463623046875 None None None +0 1926 2.925053119659424 1243.906982421875 1165.51416015625 None None None +0 1927 2.9242780208587646 1243.8675537109375 1165.49560546875 None None None +0 1928 2.9234585762023926 1243.9566650390625 1165.606689453125 None None None +0 1929 2.9225010871887207 1243.9097900390625 1165.58544921875 None None None +0 1930 2.921686887741089 1243.7862548828125 1165.483642578125 None None None +0 1931 2.9208269119262695 1243.7222900390625 1165.4427490234375 None None None +0 1932 2.919816255569458 1243.628173828125 1165.375732421875 None None None +0 1933 2.9188222885131836 1243.5028076171875 1165.2769775390625 None None None +0 1934 2.918001651763916 1243.510498046875 1165.306640625 None None None +0 1935 2.916874885559082 1243.348388671875 1165.1746826171875 None None None +0 1936 2.9159138202667236 1243.28564453125 1165.1376953125 None None None +0 1937 2.9148385524749756 1243.0946044921875 1164.9754638671875 None None None +0 1938 2.9141523838043213 1243.024169921875 1164.9234619140625 None None None +0 1939 2.913257360458374 1243.00927734375 1164.9324951171875 None None None +0 1940 2.9125378131866455 1243.0316162109375 1164.9742431640625 None None None +0 1941 2.911581039428711 1242.9755859375 1164.9439697265625 None None None +0 1942 2.9105846881866455 1242.86474609375 1164.859619140625 None None None +0 1943 2.9095211029052734 1242.691162109375 1164.7144775390625 None None None +0 1944 2.908557653427124 1242.59619140625 1164.6453857421875 None None None +0 1945 2.9077138900756836 1242.666015625 1164.73779296875 None None None +0 1946 2.9069418907165527 1242.5916748046875 1164.684326171875 None None None +0 1947 2.9060022830963135 1242.4859619140625 1164.603515625 None None None +0 1948 2.905191659927368 1242.39111328125 1164.530517578125 None None None +0 1949 2.9043993949890137 1242.468017578125 1164.6287841796875 None None None +0 1950 2.9036145210266113 1242.43701171875 1164.6187744140625 None None None +0 1951 2.902723789215088 1242.4107666015625 1164.616455078125 None None None +0 1952 2.9018640518188477 1242.267822265625 1164.49658203125 None None None +0 1953 2.9010348320007324 1242.1290283203125 1164.380126953125 None None None +0 1954 2.900233030319214 1242.126708984375 1164.399169921875 None None None +0 1955 2.8993184566497803 1242.06884765625 1164.3658447265625 None None None +0 1956 2.8984105587005615 1242.0469970703125 1164.3682861328125 None None None +0 1957 2.8972887992858887 1241.7891845703125 1164.140380859375 None None None +0 1958 2.8964102268218994 1241.6507568359375 1164.025634765625 None None None +0 1959 2.8954458236694336 1241.5335693359375 1163.9342041015625 None None None +0 1960 2.894498348236084 1241.4921875 1163.918212890625 None None None +0 1961 2.893698215484619 1241.395263671875 1163.8427734375 None None None +0 1962 2.8928143978118896 1241.4024658203125 1163.8736572265625 None None None +0 1963 2.8919527530670166 1241.264404296875 1163.7586669921875 None None None +0 1964 2.8912646770477295 1241.12255859375 1163.6351318359375 None None None +0 1965 2.890268087387085 1240.9390869140625 1163.4783935546875 None None None +0 1966 2.8892745971679688 1240.8193359375 1163.38525390625 None None None +0 1967 2.8883752822875977 1240.671875 1163.2618408203125 None None None +0 1968 2.8873937129974365 1240.7938232421875 1163.4100341796875 None None None +0 1969 2.8865773677825928 1240.7196044921875 1163.3577880859375 None None None +0 1970 2.885749340057373 1240.512451171875 1163.1728515625 None None None +0 1971 2.884791374206543 1240.3385009765625 1163.0245361328125 None None None +0 1972 2.8837902545928955 1240.1607666015625 1162.8736572265625 None None None +0 1973 2.88289213180542 1240.0643310546875 1162.80126953125 None None None +0 1974 2.882205009460449 1239.982421875 1162.7376708984375 None None None +0 1975 2.8812673091888428 1239.9298095703125 1162.7100830078125 None None None +0 1976 2.8804681301116943 1239.73681640625 1162.53857421875 None None None +0 1977 2.8797106742858887 1239.66455078125 1162.4864501953125 None None None +0 1978 2.8786957263946533 1239.572509765625 1162.4217529296875 None None None +0 1979 2.8777077198028564 1239.438232421875 1162.3138427734375 None None None +0 1980 2.8768470287323 1239.36279296875 1162.261474609375 None None None +0 1981 2.876085042953491 1239.2923583984375 1162.21142578125 None None None +0 1982 2.875197649002075 1239.15380859375 1162.0968017578125 None None None +0 1983 2.87437105178833 1239.147216796875 1162.1124267578125 None None None +0 1984 2.8735404014587402 1239.045654296875 1162.0330810546875 None None None +0 1985 2.872699022293091 1239.0032958984375 1162.0133056640625 None None None +0 1986 2.871976375579834 1238.9322509765625 1161.9615478515625 None None None +0 1987 2.871206045150757 1239.0 1162.050048828125 None None None +0 1988 2.870375394821167 1238.8956298828125 1161.9678955078125 None None None +0 1989 2.869609832763672 1238.8843994140625 1161.97705078125 None None None +0 1990 2.8688433170318604 1238.950927734375 1162.0640869140625 None None None +0 1991 2.867805242538452 1238.8739013671875 1162.014892578125 None None None +0 1992 2.8668372631073 1238.8792724609375 1162.0462646484375 None None None +0 1993 2.86599063873291 1238.7686767578125 1161.958251953125 None None None +0 1994 2.8651959896087646 1238.8040771484375 1162.0150146484375 None None None +0 1995 2.8644163608551025 1238.797119140625 1162.0289306640625 None None None +0 1996 2.863430976867676 1238.6861572265625 1161.9443359375 None None None +0 1997 2.8629510402679443 1238.625 1161.89599609375 None None None +0 1998 2.8620808124542236 1238.529296875 1161.82373046875 None None None +0 1999 2.86118221282959 1238.51513671875 1161.8336181640625 None None None +0 2000 2.860304594039917 1238.400390625 1161.742431640625 None None None +0 2001 2.8596091270446777 1238.3812255859375 1161.7418212890625 None None None +0 2002 2.8588266372680664 1238.373779296875 1161.7552490234375 None None None +0 2003 2.857994794845581 1238.1165771484375 1161.5203857421875 None None None +0 2004 2.857118606567383 1238.0108642578125 1161.438232421875 None None None +0 2005 2.8561692237854004 1237.80712890625 1161.259765625 None None None +0 2006 2.855456590652466 1237.71630859375 1161.1881103515625 None None None +0 2007 2.85510516166687 1237.8961181640625 1161.3773193359375 None None None +0 2008 2.8545351028442383 1237.9144287109375 1161.4107666015625 None None None +0 2009 2.8537416458129883 1238.0679931640625 1161.5855712890625 None None None +0 2010 2.8528594970703125 1237.963623046875 1161.5048828125 None None None +0 2011 2.8519723415374756 1238.054931640625 1161.6199951171875 None None None +0 2012 2.851222276687622 1238.06005859375 1161.6451416015625 None None None +0 2013 2.8506391048431396 1237.953369140625 1161.5540771484375 None None None +0 2014 2.849903106689453 1237.9107666015625 1161.5311279296875 None None None +0 2015 2.848952293395996 1237.8515625 1161.4974365234375 None None None +0 2016 2.8482515811920166 1237.841552734375 1161.5062255859375 None None None +0 2017 2.847541332244873 1237.775634765625 1161.459228515625 None None None +0 2018 2.8468093872070312 1237.7301025390625 1161.433349609375 None None None +0 2019 2.8459668159484863 1237.71435546875 1161.440185546875 None None None +0 2020 2.8451571464538574 1237.7584228515625 1161.505859375 None None None +0 2021 2.8443942070007324 1237.840576171875 1161.6083984375 None None None +0 2022 2.8438916206359863 1237.731689453125 1161.5130615234375 None None None +0 2023 2.8431262969970703 1237.7662353515625 1161.5679931640625 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1.0935388803482056 1081.7764892578125 1052.470458984375 None None None +1 1896 1.0934321880340576 1081.6312255859375 1052.3282470703125 None None None +1 1897 1.0935120582580566 1081.6885986328125 1052.38330078125 None None None +1 1898 1.0938055515289307 1081.7086181640625 1052.3956298828125 None None None +1 1899 1.093832015991211 1081.584228515625 1052.2703857421875 None None None +1 1900 1.0938833951950073 1081.563720703125 1052.2486572265625 None None None +1 1901 1.0940088033676147 1081.5694580078125 1052.2509765625 None None None +1 1902 1.0942654609680176 1081.634765625 1052.3094482421875 None None None +1 1903 1.094456672668457 1081.57275390625 1052.2423095703125 None None None +1 1904 1.0946829319000244 1081.6346435546875 1052.298095703125 None None None +1 1905 1.0948175191879272 1081.6436767578125 1052.303466796875 None None None +1 1906 1.094916820526123 1081.8525390625 1052.509765625 None None None +1 1907 1.0950918197631836 1081.922607421875 1052.5750732421875 None None 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1.0979171991348267 1081.2646484375 1051.8409423828125 None None None +1 1960 1.0979831218719482 1081.2252197265625 1051.7999267578125 None None None +1 1961 1.098057746887207 1081.130859375 1051.7034912109375 None None None +1 1962 1.0979416370391846 1081.203125 1051.77880859375 None None None +1 1963 1.0982424020767212 1081.24951171875 1051.817138671875 None None None +1 1964 1.098433494567871 1081.2789306640625 1051.8414306640625 None None None +1 1965 1.0984163284301758 1081.1844482421875 1051.747314453125 None None None +1 1966 1.0983946323394775 1081.2236328125 1051.787109375 None None None +1 1967 1.0983620882034302 1081.318359375 1051.8828125 None None None +1 1968 1.0985549688339233 1081.2095947265625 1051.768798828125 None None None +1 1969 1.0984139442443848 1081.0269775390625 1051.5899658203125 None None None +1 1970 1.0984103679656982 1080.9185791015625 1051.4815673828125 None None None +1 1971 1.0984355211257935 1080.873046875 1051.4354248046875 None None None +1 1972 1.0983401536941528 1080.80908203125 1051.3740234375 None None None +1 1973 1.098319411277771 1080.828857421875 1051.394287109375 None None None +1 1974 1.0982714891433716 1080.8365478515625 1051.4033203125 None None None +1 1975 1.0981942415237427 1080.9232177734375 1051.491943359375 None None None +1 1976 1.0981559753417969 1080.882568359375 1051.4522705078125 None None None +1 1977 1.0981910228729248 1080.9483642578125 1051.5172119140625 None None None +1 1978 1.0982056856155396 1080.8719482421875 1051.4404296875 None None None +1 1979 1.0981128215789795 1080.8499755859375 1051.4208984375 None None None +1 1980 1.0979714393615723 1080.8033447265625 1051.3780517578125 None None None +1 1981 1.0978697538375854 1080.8160400390625 1051.3935546875 None None None +1 1982 1.0979081392288208 1080.86279296875 1051.4393310546875 None None None +1 1983 1.0978875160217285 1080.7978515625 1051.3748779296875 None None None +1 1984 1.0978304147720337 1080.7587890625 1051.33740234375 None None None 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None None None +1 1998 1.0974888801574707 1080.990966796875 1051.5787353515625 None None None +1 1999 1.0976598262786865 1080.982666015625 1051.5657958984375 None None None +1 2000 1.09769868850708 1080.9000244140625 1051.482177734375 None None None +1 2001 1.0976473093032837 1080.8944091796875 1051.47802734375 None None None +1 2002 1.0977296829223633 1080.8546142578125 1051.4359130859375 None None None +1 2003 1.0977309942245483 1080.7779541015625 1051.3592529296875 None None None +1 2004 1.0979191064834595 1080.8839111328125 1051.460205078125 None None None +1 2005 1.0980637073516846 1080.9862060546875 1051.55859375 None None None +1 2006 1.098092794418335 1081.011962890625 1051.5836181640625 None None None +1 2007 1.098071575164795 1081.2119140625 1051.7841796875 None None None +1 2008 1.0979958772659302 1081.2930908203125 1051.8673095703125 None None None +1 2009 1.09811532497406 1081.389892578125 1051.9610595703125 None None None +1 2010 1.0983160734176636 1081.4296875 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1.0053807497024536 1052.8056640625 1025.861083984375 None None None +2 1806 1.0052828788757324 1052.75830078125 1025.81640625 None None None +2 1807 1.005255937576294 1052.832275390625 1025.890869140625 None None None +2 1808 1.005074143409729 1052.7120361328125 1025.775634765625 None None None +2 1809 1.005011796951294 1052.7896728515625 1025.85498046875 None None None +2 1810 1.0049996376037598 1052.9146728515625 1025.9803466796875 None None None +2 1811 1.0048227310180664 1052.930419921875 1026.000732421875 None None None +2 1812 1.00478196144104 1052.968505859375 1026.0399169921875 None None None +2 1813 1.0048577785491943 1053.0047607421875 1026.0740966796875 None None None +2 1814 1.004972219467163 1052.9056396484375 1025.9720458984375 None None None +2 1815 1.0049442052841187 1052.8465576171875 1025.9136962890625 None None None +2 1816 1.0050137042999268 1052.772216796875 1025.83740234375 None None None +2 1817 1.0049515962600708 1052.846435546875 1025.9132080078125 None None 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1052.4576416015625 1025.5516357421875 None None None +2 1844 1.0037117004394531 1052.4161376953125 1025.5162353515625 None None None +2 1845 1.003729224205017 1052.3341064453125 1025.43359375 None None None +2 1846 1.0038175582885742 1052.2769775390625 1025.374267578125 None None None +2 1847 1.0038315057754517 1052.4998779296875 1025.5968017578125 None None None +2 1848 1.003861427307129 1052.4287109375 1025.5247802734375 None None None +2 1849 1.0038354396820068 1052.525390625 1025.6221923828125 None None None +2 1850 1.0036804676055908 1052.4720458984375 1025.572998046875 None None None +2 1851 1.003525972366333 1052.44482421875 1025.550048828125 None None None +2 1852 1.003455638885498 1052.65625 1025.7633056640625 None None None +2 1853 1.0035133361816406 1052.623779296875 1025.729248046875 None None None +2 1854 1.0036007165908813 1052.5418701171875 1025.64501953125 None None None +2 1855 1.0033833980560303 1052.561279296875 1025.670166015625 None None None +2 1856 1.0033272504806519 1052.5684814453125 1025.6790771484375 None None None +2 1857 1.0034162998199463 1052.5985107421875 1025.7066650390625 None None None +2 1858 1.0033595561981201 1052.478759765625 1025.5885009765625 None None None +2 1859 1.0035345554351807 1052.558349609375 1025.6634521484375 None None None +2 1860 1.0034666061401367 1052.5072021484375 1025.614013671875 None None None +2 1861 1.003538727760315 1052.54736328125 1025.6522216796875 None None None +2 1862 1.0035141706466675 1052.47265625 1025.5782470703125 None None None +2 1863 1.0033823251724243 1052.40771484375 1025.5167236328125 None None None +2 1864 1.0033001899719238 1052.4481201171875 1025.559326171875 None None None +2 1865 1.0032784938812256 1052.4957275390625 1025.6075439453125 None None None +2 1866 1.003201961517334 1052.5223388671875 1025.63623046875 None None None +2 1867 1.0031241178512573 1052.50146484375 1025.617431640625 None None None +2 1868 1.002881646156311 1052.4239501953125 1025.5465087890625 None 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None None None +2 1882 1.002112627029419 1052.1729736328125 1025.31591796875 None None None +2 1883 1.0019912719726562 1052.1356201171875 1025.28173828125 None None None +2 1884 1.0021343231201172 1052.091796875 1025.234130859375 None None None +2 1885 1.00199294090271 1052.1446533203125 1025.290771484375 None None None +2 1886 1.0020924806594849 1052.0494384765625 1025.19287109375 None None None +2 1887 1.0022900104522705 1052.2125244140625 1025.3507080078125 None None None +2 1888 1.0024226903915405 1052.2967529296875 1025.431396484375 None None None +2 1889 1.0023484230041504 1052.2952880859375 1025.431884765625 None None None +2 1890 1.0023726224899292 1052.2786865234375 1025.4146728515625 None None None +2 1891 1.0024064779281616 1052.2899169921875 1025.4249267578125 None None None +2 1892 1.0023739337921143 1052.347412109375 1025.4832763671875 None None None +2 1893 1.0026525259017944 1052.4320068359375 1025.560546875 None None None +2 1894 1.0027083158493042 1052.5223388671875 1025.6492919921875 None None None +2 1895 1.0025577545166016 1052.4892578125 1025.620361328125 None None None +2 1896 1.0025471448898315 1052.50146484375 1025.6328125 None None None +2 1897 1.002564787864685 1052.561279296875 1025.692138671875 None None None +2 1898 1.0024452209472656 1052.47802734375 1025.6121826171875 None None None +2 1899 1.0023870468139648 1052.472900390625 1025.608642578125 None None None +2 1900 1.00221848487854 1052.527587890625 1025.667724609375 None None None +2 1901 1.0022237300872803 1052.5386962890625 1025.6787109375 None None None +2 1902 1.0022534132003784 1052.486328125 1025.62548828125 None None None +2 1903 1.0022183656692505 1052.508056640625 1025.648193359375 None None None +2 1904 1.0021986961364746 1052.5963134765625 1025.737060546875 None None None +2 1905 1.0021635293960571 1052.5238037109375 1025.6654052734375 None None None +2 1906 1.00204336643219 1052.525634765625 1025.6705322265625 None None None +2 1907 1.0020476579666138 1052.4901123046875 1025.6348876953125 None None None +2 1908 1.0018891096115112 1052.438720703125 1025.5877685546875 None None None +2 1909 1.0018872022628784 1052.462890625 1025.6119384765625 None None None +2 1910 1.001949667930603 1052.6646728515625 1025.8121337890625 None None None +2 1911 1.0019209384918213 1052.794921875 1025.943115234375 None None None +2 1912 1.0018064975738525 1052.8709716796875 1026.0220947265625 None None None +2 1913 1.001833200454712 1052.96240234375 1026.1129150390625 None None None +2 1914 1.0016601085662842 1053.078857421875 1026.2340087890625 None None None +2 1915 1.0017203092575073 1053.1202392578125 1026.2738037109375 None None None +2 1916 1.0016344785690308 1053.0955810546875 1026.2513427734375 None None None +2 1917 1.0016801357269287 1053.13232421875 1026.286865234375 None None None +2 1918 1.0017647743225098 1053.12158203125 1026.2738037109375 None None None +2 1919 1.001656413078308 1053.155517578125 1026.3106689453125 None None None +2 1920 1.0016088485717773 1053.2384033203125 1026.394775390625 None None None +2 1921 1.0015803575515747 1053.2952880859375 1026.4525146484375 None None None +2 1922 1.001476764678955 1053.43994140625 1026.599853515625 None None None +2 1923 1.001721978187561 1053.4793701171875 1026.6328125 None None None +2 1924 1.0015455484390259 1053.4302978515625 1026.5885009765625 None None None +2 1925 1.001615285873413 1053.4132080078125 1026.5694580078125 None None None +2 1926 1.0015558004379272 1053.5330810546875 1026.69091796875 None None None +2 1927 1.0014303922653198 1053.402587890625 1026.5638427734375 None None None +2 1928 1.0014146566390991 1053.4276123046875 1026.5892333984375 None None None +2 1929 1.0012996196746826 1053.5496826171875 1026.7144775390625 None None None +2 1930 1.0012574195861816 1053.4796142578125 1026.6455078125 None None None +2 1931 1.0012061595916748 1053.535888671875 1026.7032470703125 None None None +2 1932 1.0009979009628296 1053.413818359375 1026.586669921875 None None None +2 1933 1.0009113550186157 1053.482177734375 1026.657470703125 None None None +2 1934 1.0007907152175903 1053.453125 1026.6314697265625 None None None +2 1935 1.0007346868515015 1053.4515380859375 1026.6314697265625 None None None +2 1936 1.0009050369262695 1053.3941650390625 1026.5694580078125 None None None +2 1937 1.0008803606033325 1053.3209228515625 1026.496826171875 None None None +2 1938 1.0008639097213745 1053.3681640625 1026.5445556640625 None None None +2 1939 1.0007880926132202 1053.330322265625 1026.5086669921875 None None None +2 1940 1.0007253885269165 1053.197509765625 1026.3775634765625 None None None +2 1941 1.0005775690078735 1053.1162109375 1026.30029296875 None None None +2 1942 1.0005931854248047 1053.1031494140625 1026.2867431640625 None None None +2 1943 1.0006954669952393 1053.169921875 1026.350830078125 None None None +2 1944 1.0007359981536865 1053.258056640625 1026.43798828125 None None None +2 1945 1.0006862878799438 1053.29931640625 1026.4805908203125 None None None +2 1946 1.0005911588668823 1053.15380859375 1026.3375244140625 None None None +2 1947 1.0005245208740234 1053.1727294921875 1026.3582763671875 None None None +2 1948 1.0004689693450928 1053.2059326171875 1026.39306640625 None None None +2 1949 1.000348448753357 1053.2296142578125 1026.419921875 None None None +2 1950 1.000313639640808 1053.2015380859375 1026.392822265625 None None None +2 1951 1.0003002882003784 1053.1231689453125 1026.3148193359375 None None None +2 1952 1.0001710653305054 1053.12158203125 1026.3165283203125 None None None +2 1953 1.000129222869873 1053.1593017578125 1026.35546875 None None None +2 1954 0.9999678134918213 1053.137939453125 1026.3385009765625 None None None +2 1955 0.9999898076057434 1053.125244140625 1026.3250732421875 None None None +2 1956 1.0001074075698853 1053.1981201171875 1026.3948974609375 None None None +2 1957 1.0000455379486084 1053.171630859375 1026.3699951171875 None None None +2 1958 0.9999156594276428 1053.1416015625 1026.3433837890625 None None None +2 1959 0.9998788833618164 1053.1458740234375 1026.3487548828125 None None None +2 1960 0.9998770356178284 1053.273681640625 1026.4765625 None None None +2 1961 0.999927818775177 1053.163330078125 1026.3648681640625 None None None +2 1962 0.9998676776885986 1053.1434326171875 1026.3465576171875 None None None +2 1963 0.999779462814331 1053.1357421875 1026.3411865234375 None None None +2 1964 0.9997372031211853 1053.072021484375 1026.278564453125 None None None +2 1965 0.9998422861099243 1053.0704345703125 1026.274169921875 None None None +2 1966 0.9997594952583313 1053.0279541015625 1026.2340087890625 None None None +2 1967 0.9996901750564575 1053.1588134765625 1026.36669921875 None None None +2 1968 0.999665379524231 1053.2620849609375 1026.470703125 None None None +2 1969 0.999862790107727 1053.27392578125 1026.4774169921875 None None None +2 1970 0.9997314214706421 1053.373779296875 1026.580810546875 None None None +2 1971 0.9995628595352173 1053.407470703125 1026.618896484375 None None None +2 1972 0.999705970287323 1053.3775634765625 1026.5853271484375 None None None +2 1973 0.9994500279426575 1053.401123046875 1026.61572265625 None None None +2 1974 0.9993849992752075 1053.361572265625 1026.5780029296875 None None None +2 1975 0.9993717074394226 1053.364013671875 1026.580810546875 None None None +2 1976 0.9992921352386475 1053.3837890625 1026.6026611328125 None None None +2 1977 0.9993253350257874 1053.2847900390625 1026.502685546875 None None None +2 1978 0.9991854429244995 1053.380126953125 1026.601806640625 None None None +2 1979 0.9990652799606323 1053.3387451171875 1026.5635986328125 None None None +2 1980 0.9990850687026978 1053.35888671875 1026.583251953125 None None None +2 1981 0.999176561832428 1053.4310302734375 1026.65283203125 None None None +2 1982 0.9990389943122864 1053.341552734375 1026.567138671875 None None None +2 1983 0.9989295601844788 1053.287109375 1026.5155029296875 None None None +2 1984 0.9988728761672974 1053.316162109375 1026.546142578125 None None None +2 1985 0.9988077878952026 1053.2830810546875 1026.5147705078125 None None None +2 1986 0.9986214637756348 1053.2486572265625 1026.4853515625 None None None +2 1987 0.9986258149147034 1053.22021484375 1026.456787109375 None None None +2 1988 0.9985993504524231 1053.0966796875 1026.333984375 None None None +2 1989 0.9985608458518982 1053.04296875 1026.28125 None None None +2 1990 0.9984860420227051 1053.111572265625 1026.3519287109375 None None None +2 1991 0.9986565113067627 1053.1824951171875 1026.418212890625 None None None +2 1992 0.9989336729049683 1053.192626953125 1026.4208984375 None None None +2 1993 0.9990494251251221 1053.1689453125 1026.3941650390625 None None None +2 1994 0.9988659024238586 1053.063720703125 1026.2938232421875 None None None +2 1995 0.9987747669219971 1053.10302734375 1026.33544921875 None None None +2 1996 0.9988457560539246 1053.0889892578125 1026.3194580078125 None None None +2 1997 0.9989545345306396 1053.0919189453125 1026.3194580078125 None None None +2 1998 0.9987711906433105 1053.065185546875 1026.2977294921875 None None None +2 1999 0.9988128542900085 1053.0009765625 1026.2322998046875 None None None +2 2000 0.998907208442688 1053.048828125 1026.277587890625 None None None +2 2001 0.9988248348236084 1052.9619140625 1026.1929931640625 None None None +2 2002 0.9987877011299133 1052.9793701171875 1026.2113037109375 None None None +2 2003 0.998695969581604 1052.938232421875 1026.1727294921875 None None None +2 2004 0.9986575841903687 1052.9996337890625 1026.235107421875 None None None +2 2005 0.9987143874168396 1053.0863037109375 1026.3201904296875 None None None +2 2006 0.9985247254371643 1053.07275390625 1026.311767578125 None None None +2 2007 0.9983914494514465 1053.01123046875 1026.2537841796875 None None None +2 2008 0.9984797835350037 1052.98876953125 1026.2288818359375 None None None +2 2009 0.9983217120170593 1052.957275390625 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0.9509801268577576 1033.0433349609375 1007.5570068359375 None None None +3 1996 0.9508143067359924 1032.96923828125 1007.4873046875 None None None +3 1997 0.9506958723068237 1032.9241943359375 1007.4454345703125 None None None +3 1998 0.9506224393844604 1032.8348388671875 1007.3579711914062 None None None +3 1999 0.9505245089530945 1032.7762451171875 1007.3020629882812 None None None +3 2000 0.9504686594009399 1032.762939453125 1007.2901611328125 None None None +3 2001 0.9503308534622192 1032.7408447265625 1007.2719116210938 None None None +3 2002 0.9502780437469482 1032.8887939453125 1007.4212646484375 None None None +3 2003 0.9502283930778503 1032.80419921875 1007.337890625 None None None +3 2004 0.9501408338546753 1032.7996826171875 1007.3356323242188 None None None +3 2005 0.9501216411590576 1032.7611083984375 1007.2975463867188 None None None +3 2006 0.9500312209129333 1032.796875 1007.3357543945312 None None None +3 2007 0.9500440359115601 1032.6978759765625 1007.2364501953125 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1010.1377563476562 986.9434204101562 None None None +5 1856 0.8654500246047974 1010.071044921875 986.877685546875 None None None +5 1857 0.8653917908668518 1009.9716796875 986.7799072265625 None None None +5 1858 0.8653644323348999 1009.89990234375 986.7088012695312 None None None +5 1859 0.8652575612068176 1009.845458984375 986.6572265625 None None None +5 1860 0.8651427030563354 1009.7777709960938 986.5926513671875 None None None +5 1861 0.8651774525642395 1009.8802490234375 986.6942749023438 None None None +5 1862 0.8652430176734924 1009.9503173828125 986.7625122070312 None None None +5 1863 0.8651799559593201 1009.908203125 986.72216796875 None None None +5 1864 0.8650919198989868 1009.9213256835938 986.7376708984375 None None None +5 1865 0.8651365041732788 1009.8430786132812 986.658203125 None None None +5 1866 0.8651385307312012 1009.8759155273438 986.6909790039062 None None None +5 1867 0.8650272488594055 1009.821533203125 986.6396484375 None None None +5 1868 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1932 0.8648659586906433 1010.02685546875 986.84912109375 None None None +5 1933 0.8647889494895935 1009.952392578125 986.7767333984375 None None None +5 1934 0.8647670149803162 1010.0382690429688 986.8632202148438 None None None +5 1935 0.8646309971809387 1010.0049438476562 986.8335571289062 None None None +5 1936 0.8646686673164368 1010.0150756835938 986.8426513671875 None None None +5 1937 0.8646862506866455 1010.0983276367188 986.9254760742188 None None None +5 1938 0.8645448684692383 1010.1417846679688 986.97265625 None None None +5 1939 0.864561915397644 1010.0252075195312 986.8555908203125 None None None +5 1940 0.8646268248558044 1010.0422973632812 986.870849609375 None None None +5 1941 0.8646121025085449 1010.1382446289062 986.9672241210938 None None None +5 1942 0.8647836446762085 1010.1775512695312 987.001953125 None None None +5 1943 0.8647505044937134 1010.101318359375 986.9266357421875 None None None +5 1944 0.8646952509880066 1010.0619506835938 986.888671875 None None None +5 1945 0.8646954894065857 1009.9987182617188 986.8255615234375 None None None +5 1946 0.8645200133323669 1009.9422607421875 986.7737426757812 None None None +5 1947 0.8645156025886536 1009.8976440429688 986.729248046875 None None None +5 1948 0.864427387714386 1009.9698486328125 986.8038330078125 None None None +5 1949 0.8646597266197205 1009.9317016601562 986.7593994140625 None None None +5 1950 0.8647273778915405 1009.9342041015625 986.7601318359375 None None None +5 1951 0.8646574020385742 1009.8735961914062 986.7013549804688 None None None +5 1952 0.8646425008773804 1009.7544555664062 986.5826416015625 None None None +5 1953 0.8646216988563538 1009.8085327148438 986.6373291015625 None None None +5 1954 0.8645994663238525 1009.761962890625 986.59130859375 None None None +5 1955 0.8644329309463501 1009.6472778320312 986.4811401367188 None None None +5 1956 0.864539623260498 1009.6375122070312 986.468505859375 None None None +5 1957 0.8645210266113281 1009.6455688476562 986.4771118164062 None None None +5 1958 0.8644550442695618 1009.6869506835938 986.5203247070312 None None None +5 1959 0.8643554449081421 1009.7173461914062 986.5533447265625 None None None +5 1960 0.8642334342002869 1009.656982421875 986.4962768554688 None None None +5 1961 0.8643667101860046 1009.8421020507812 986.6777954101562 None None None +5 1962 0.8643330335617065 1009.7344360351562 986.5711059570312 None None None +5 1963 0.8643223643302917 1009.7340087890625 986.5709228515625 None None None +5 1964 0.864356517791748 1009.8008422851562 986.6368408203125 None None None +5 1965 0.8644508123397827 1009.8924560546875 986.7259521484375 None None None +5 1966 0.864443302154541 1009.8558349609375 986.6895751953125 None None None +5 1967 0.8643785715103149 1009.7979125976562 986.6333618164062 None None None +5 1968 0.8645983338356018 1009.9292602539062 986.7587890625 None None None +5 1969 0.8646003603935242 1009.851806640625 986.6812744140625 None None None +5 1970 0.8644767999649048 1009.7434692382812 986.5762329101562 None None None +5 1971 0.8644658327102661 1009.7041015625 986.5372314453125 None None None +5 1972 0.8644561171531677 1009.6439208984375 986.4773559570312 None None None +5 1973 0.8643672466278076 1009.5665893554688 986.40234375 None None None +5 1974 0.8643616437911987 1009.5143432617188 986.3502807617188 None None None +5 1975 0.8644353151321411 1009.5653686523438 986.3992919921875 None None None +5 1976 0.8644922971725464 1009.6266479492188 986.4590454101562 None None None +5 1977 0.8643551468849182 1009.6321411132812 986.46826171875 None None None +5 1978 0.8644299507141113 1009.6430053710938 986.4771118164062 None None None +5 1979 0.8644834160804749 1009.6882934570312 986.52099609375 None None None +5 1980 0.8645691275596619 1009.6661987304688 986.49658203125 None None None +5 1981 0.8644812107086182 1009.686767578125 986.5194702148438 None None None +5 1982 0.8644582629203796 1009.704345703125 986.5377197265625 None None None +5 1983 0.8643893003463745 1009.749755859375 986.5849609375 None None None +5 1984 0.8643591403961182 1009.7723999023438 986.6083984375 None None None +5 1985 0.8644123673439026 1009.7276611328125 986.5621948242188 None None None +5 1986 0.8643307089805603 1009.6531372070312 986.4898681640625 None None None +5 1987 0.8643563389778137 1009.5442504882812 986.3803100585938 None None None +5 1988 0.8642644882202148 1009.6270141601562 986.4655151367188 None None None +5 1989 0.8643328547477722 1009.5490112304688 986.3856811523438 None None None +5 1990 0.8643415570259094 1009.646240234375 986.4825439453125 None None None +5 1991 0.8642644882202148 1009.6351928710938 986.4736328125 None None None +5 1992 0.864205002784729 1009.6095581054688 986.4495239257812 None None None +5 1993 0.8641770482063293 1009.5532836914062 986.3939819335938 None None None +5 1994 0.8642816543579102 1009.5664672851562 986.4044189453125 None None None +5 1995 0.8644369840621948 1009.5833129882812 986.4171142578125 None None None +5 1996 0.8645333647727966 1009.5399780273438 986.3711547851562 None None None +5 1997 0.8645582795143127 1009.5140380859375 986.3445434570312 None None None +5 1998 0.8644553422927856 1009.5632934570312 986.3965454101562 None None None +5 1999 0.8645294308662415 1009.5996704101562 986.4309692382812 None None None +5 2000 0.8644031286239624 1009.5022583007812 986.3369750976562 None None None +5 2001 0.8645123839378357 1009.4706420898438 986.3023681640625 None None None +5 2002 0.864414393901825 1009.5040283203125 986.3384399414062 None None None +5 2003 0.8644170165061951 1009.5674438476562 986.4017944335938 None None None +5 2004 0.864227294921875 1009.5697631835938 986.4091186523438 None None None +5 2005 0.8642195463180542 1009.5321044921875 986.3717041015625 None None None +5 2006 0.8641855120658875 1009.5404052734375 986.380859375 None None None +5 2007 0.864260733127594 1009.5758056640625 986.4142456054688 None None None +5 2008 0.8641576170921326 1009.673828125 986.5150146484375 None None None +5 2009 0.8640033602714539 1009.6415405273438 986.48681640625 None None None +5 2010 0.8640770316123962 1009.5748901367188 986.418212890625 None None None +5 2011 0.8640453815460205 1009.6104125976562 986.45458984375 None None None +5 2012 0.8639795184135437 1009.6749877929688 986.5209350585938 None None None +5 2013 0.8638955354690552 1009.6647338867188 986.512939453125 None None None +5 2014 0.8638464212417603 1009.6875 986.5370483398438 None None None +5 2015 0.8639048933982849 1009.7041015625 986.5520629882812 None None None +5 2016 0.8640711307525635 1009.7474975585938 986.5910034179688 None None None +5 2017 0.8639858961105347 1009.7743530273438 986.6201171875 None None None +5 2018 0.8640092611312866 1009.7428588867188 986.5880126953125 None None None +5 2019 0.8642545938491821 1009.7438354492188 986.5823364257812 None None None +5 2020 0.8641921281814575 1009.616943359375 986.4570922851562 None None None +5 2021 0.8641018867492676 1009.6258544921875 986.4684448242188 None None None +5 2022 0.8640598058700562 1009.5932006835938 986.4369506835938 None None None +5 2023 0.8641297817230225 1009.6220703125 986.4638671875 None None None +5 2024 0.8640753030776978 1009.68896484375 986.5321655273438 None None None +5 2025 0.8639301061630249 1009.7753295898438 986.6224365234375 None None None +5 2026 0.8639068603515625 1009.7061157226562 986.5538330078125 None None None +5 2027 0.8640033006668091 1009.8158569335938 986.6609497070312 None None None +5 2028 0.86402428150177 1009.8638305664062 986.7083129882812 None None None +5 2029 0.8638530969619751 1009.80712890625 986.65625 None None None +5 2030 0.8637838363647461 1009.7925415039062 986.6434936523438 None None None +5 2031 0.8637461066246033 1009.8043212890625 986.6563110351562 None None None +5 2032 0.8637775778770447 1009.7656860351562 986.6168212890625 None None None +5 2033 0.8636664152145386 1009.6915283203125 986.545654296875 None None None +5 2034 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0.8152619004249573 988.4924926757812 966.642822265625 None None None +7 1933 0.8153612613677979 988.37939453125 966.5270385742188 None None None +7 1934 0.8153679370880127 988.3243408203125 966.4718017578125 None None None +7 1935 0.8153598308563232 988.3522338867188 966.4998779296875 None None None +7 1936 0.8152681589126587 988.240234375 966.3903198242188 None None None +7 1937 0.8153279423713684 988.17431640625 966.32275390625 None None None +7 1938 0.8153313994407654 988.2240600585938 966.3724365234375 None None None +7 1939 0.8153442740440369 988.2347412109375 966.3828125 None None None +7 1940 0.8154460787773132 988.2451782226562 966.3905029296875 None None None +7 1941 0.8154205083847046 988.1124877929688 966.2584838867188 None None None +7 1942 0.8154140710830688 988.1669921875 966.3131713867188 None None None +7 1943 0.8153563737869263 988.0645141601562 966.2122192382812 None None None +7 1944 0.8155212998390198 988.0679931640625 966.2113037109375 None None None +7 1945 0.8156161308288574 988.0603637695312 966.201171875 None None None +7 1946 0.8155509233474731 987.9639282226562 966.1064453125 None None None +7 1947 0.815558671951294 987.9019165039062 966.0442504882812 None None None +7 1948 0.8154987692832947 987.8914794921875 966.0354614257812 None None None +7 1949 0.815382719039917 987.8818359375 966.0288696289062 None None None +7 1950 0.8155289888381958 987.87060546875 966.0137329101562 None None None +7 1951 0.8156489133834839 987.8779907226562 966.0178833007812 None None None +7 1952 0.8156737089157104 987.8228759765625 965.962158203125 None None None +7 1953 0.8156705498695374 987.8450927734375 965.9844360351562 None None None +7 1954 0.8156383037567139 987.9425048828125 966.0826416015625 None None None +7 1955 0.8156676888465881 987.9974365234375 966.1367797851562 None None None +7 1956 0.8156166076660156 987.9287109375 966.0694580078125 None None None +7 1957 0.8155471086502075 987.861328125 966.0039672851562 None None None +7 1958 0.8155601024627686 987.8656005859375 966.0078735351562 None None None +7 1959 0.8155166506767273 987.9461059570312 966.0895385742188 None None None +7 1960 0.8155184388160706 987.998291015625 966.1416015625 None None None +7 1961 0.8154029846191406 987.9610595703125 966.1075439453125 None None None +7 1962 0.8153849840164185 987.9932861328125 966.1402587890625 None None None +7 1963 0.8153182864189148 987.9121704101562 966.0609741210938 None None None +7 1964 0.8152475357055664 987.9126586914062 966.0633544921875 None None None +7 1965 0.8151636123657227 987.8406372070312 965.9935302734375 None None None +7 1966 0.8151134252548218 987.9393310546875 966.093505859375 None None None +7 1967 0.8150759935379028 987.9303588867188 966.0855712890625 None None None +7 1968 0.8150742650032043 987.9679565429688 966.1232299804688 None None None +7 1969 0.8150996565818787 987.9883422851562 966.1429443359375 None None None +7 1970 0.8149410486221313 988.0087280273438 966.1676025390625 None None None 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None +7 1984 0.8150410652160645 988.9486083984375 967.1046142578125 None None None +7 1985 0.8150412440299988 989.0159301757812 967.1719360351562 None None None +7 1986 0.8148969411849976 988.916015625 967.0758666992188 None None None +7 1987 0.8150152564048767 988.9044189453125 967.0611572265625 None None None +7 1988 0.8149796724319458 989.0282592773438 967.1859130859375 None None None +7 1989 0.8149010539054871 988.990234375 967.1500244140625 None None None +7 1990 0.814835250377655 989.062255859375 967.2238159179688 None None None +7 1991 0.8147910237312317 989.0411376953125 967.2039184570312 None None None +7 1992 0.8148422837257385 988.97412109375 967.135498046875 None None None +7 1993 0.8149833083152771 988.9747314453125 967.13232421875 None None None +7 1994 0.8149198889732361 988.9699096679688 967.129150390625 None None None +7 1995 0.8148419260978699 988.9591064453125 967.1204833984375 None None None +7 1996 0.814854085445404 988.9401245117188 967.1011962890625 None None None +7 1997 0.8147948980331421 988.9544677734375 967.1170654296875 None None None +7 1998 0.8147381544113159 988.9344482421875 967.0985717773438 None None None +7 1999 0.8147909641265869 989.0421142578125 967.204833984375 None None None +7 2000 0.8147984743118286 989.0578002929688 967.2202758789062 None None None +7 2001 0.8146799206733704 989.0885009765625 967.2542114257812 None None None +7 2002 0.8145381808280945 989.1033325195312 967.2728271484375 None None None +7 2003 0.8144230842590332 989.0123901367188 967.1849365234375 None None None +7 2004 0.8143673539161682 989.0565185546875 967.2305297851562 None None None +7 2005 0.8145284652709961 989.0936279296875 967.2633056640625 None None None +7 2006 0.8145637512207031 989.0881958007812 967.2568969726562 None None None +7 2007 0.8145620822906494 989.1111450195312 967.2798461914062 None None None +7 2008 0.8144062161445618 989.0535888671875 967.2265014648438 None None None +7 2009 0.8143017292022705 989.04931640625 967.2250366210938 None None None +7 2010 0.8142184019088745 989.1521606445312 967.3302001953125 None None None +7 2011 0.8144224286079407 989.1079711914062 967.280517578125 None None None +7 2012 0.8144575953483582 989.1395263671875 967.3110961914062 None None None +7 2013 0.8143706917762756 989.2028198242188 967.376708984375 None None None +7 2014 0.8143711090087891 989.2930297851562 967.4668579101562 None None None +7 2015 0.8142524361610413 989.2788696289062 967.4559326171875 None None None +7 2016 0.8143712282180786 989.3029174804688 967.476806640625 None None None +7 2017 0.814327597618103 989.2020263671875 967.3770141601562 None None None +7 2018 0.8143098950386047 989.2528076171875 967.4282836914062 None None None +7 2019 0.8141888380050659 989.1700439453125 967.3487548828125 None None None +7 2020 0.8142970204353333 989.1920166015625 967.3677368164062 None None None +7 2021 0.8142516016960144 989.2244873046875 967.4014282226562 None None None +7 2022 0.8142980337142944 989.1956787109375 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0.7878821492195129 985.23046875 964.1146240234375 None None None +8 1863 0.7878763675689697 985.3138427734375 964.1981201171875 None None None +8 1864 0.7877885699272156 985.4756469726562 964.3622436523438 None None None +8 1865 0.7877748012542725 985.6038818359375 964.4909057617188 None None None +8 1866 0.7877449989318848 985.6446533203125 964.532470703125 None None None +8 1867 0.7876870036125183 985.6292114257812 964.5185546875 None None None +8 1868 0.787747859954834 985.5950317382812 964.4827270507812 None None None +8 1869 0.7876866459846497 985.5336303710938 964.4229736328125 None None None +8 1870 0.7877073287963867 985.5888671875 964.4776611328125 None None None +8 1871 0.787636935710907 985.5057983398438 964.3965454101562 None None None +8 1872 0.7878007292747498 985.4352416992188 964.3215942382812 None None None +8 1873 0.7877780199050903 985.4032592773438 964.290283203125 None None None +8 1874 0.7881681323051453 985.337890625 964.2144165039062 None None None +8 1875 0.7880961298942566 985.2601318359375 964.1386108398438 None None None +8 1876 0.7880706787109375 985.294677734375 964.173828125 None None None +8 1877 0.7880666851997375 985.1931762695312 964.0724487304688 None None None +8 1878 0.7879032492637634 985.1250610351562 964.0087280273438 None None None +8 1879 0.7878211736679077 985.0777587890625 963.963623046875 None None None +8 1880 0.7877923846244812 985.064697265625 963.9513549804688 None None None +8 1881 0.7877126932144165 984.99560546875 963.8843994140625 None None None +8 1882 0.7876782417297363 984.94580078125 963.8355712890625 None None None +8 1883 0.7876686453819275 984.833740234375 963.7237548828125 None None None +8 1884 0.7876311540603638 984.8261108398438 963.7171630859375 None None None +8 1885 0.7877148389816284 984.81298828125 963.7018432617188 None None None +8 1886 0.7878251075744629 984.766357421875 963.65234375 None None None +8 1887 0.787899911403656 984.7460327148438 963.6300048828125 None None None +8 1888 0.7878519296646118 984.6735229492188 963.5587158203125 None None None +8 1889 0.7878783345222473 984.6713256835938 963.5557861328125 None None None +8 1890 0.7879195213317871 984.6481323242188 963.531494140625 None None None +8 1891 0.7879092693328857 984.6514282226562 963.5350341796875 None None None +8 1892 0.787858247756958 984.662109375 963.547119140625 None None None +8 1893 0.7877167463302612 984.6734008789062 963.5621337890625 None None None +8 1894 0.7876514196395874 984.6693115234375 963.559814453125 None None None +8 1895 0.7876251935958862 984.5628051757812 963.4540405273438 None None None +8 1896 0.7876044511795044 984.5101318359375 963.40185546875 None None None +8 1897 0.7877216339111328 984.5040893554688 963.3927001953125 None None None +8 1898 0.7876877784729004 984.429931640625 963.3195190429688 None None None +8 1899 0.7878498435020447 984.5016479492188 963.3868408203125 None None None +8 1900 0.7878749370574951 984.5831298828125 963.4676513671875 None None None +8 1901 0.7878989577293396 984.60888671875 963.4927978515625 None None None +8 1902 0.7879490256309509 984.6422119140625 963.5247802734375 None None None +8 1903 0.7879666686058044 984.6405029296875 963.5225830078125 None None None +8 1904 0.7879385352134705 984.6226196289062 963.5054931640625 None None None +8 1905 0.787864089012146 984.6559448242188 963.5408935546875 None None None +8 1906 0.7878376245498657 984.6405639648438 963.5261840820312 None None None +8 1907 0.7877802848815918 984.5543823242188 963.4415893554688 None None None +8 1908 0.787827730178833 984.595947265625 963.4818115234375 None None None +8 1909 0.7877810001373291 984.6119995117188 963.4990844726562 None None None +8 1910 0.7878134250640869 984.575927734375 963.462158203125 None None None +8 1911 0.7877947092056274 984.4674072265625 963.3540649414062 None None None +8 1912 0.7876312732696533 984.3842163085938 963.2752075195312 None None None +8 1913 0.7875810265541077 984.4136352539062 963.3060302734375 None None None +8 1914 0.7876288294792175 984.4578857421875 963.3489379882812 None None None +8 1915 0.7876858115196228 984.4271850585938 963.3167114257812 None None None +8 1916 0.7876532077789307 984.490234375 963.380615234375 None None None +8 1917 0.7876814603805542 984.469482421875 963.3590698242188 None None None +8 1918 0.787631630897522 984.3906860351562 963.2815551757812 None None None +8 1919 0.7875680923461914 984.3626098632812 963.2551879882812 None None None +8 1920 0.7876020073890686 984.3983764648438 963.2901611328125 None None None +8 1921 0.7875425815582275 984.3246459960938 963.2178955078125 None None None +8 1922 0.7876368165016174 984.2816162109375 963.17236328125 None None None +8 1923 0.7875605821609497 984.1136474609375 963.0064697265625 None None None +8 1924 0.787562906742096 984.2953491210938 963.1881103515625 None None None +8 1925 0.7875921130180359 984.375244140625 963.2671508789062 None None None +8 1926 0.7874869704246521 984.3231811523438 963.218017578125 None None None +8 1927 0.7875799536705017 984.3650512695312 963.2573852539062 None None None +8 1928 0.7875323295593262 984.3471069335938 963.24072265625 None None None +8 1929 0.7874485850334167 984.2689819335938 963.1648559570312 None None None +8 1930 0.787506103515625 984.2236938476562 963.1180419921875 None None None +8 1931 0.7876679301261902 984.1890869140625 963.0791015625 None None None +8 1932 0.7877473831176758 984.1507568359375 963.0386352539062 None None None +8 1933 0.7879927158355713 984.2125244140625 963.0938720703125 None None None +8 1934 0.787923276424408 984.2296752929688 963.11279296875 None None None +8 1935 0.7880778312683105 984.2798461914062 963.1588745117188 None None None +8 1936 0.7880573868751526 984.2205810546875 963.10009765625 None None None +8 1937 0.7882533073425293 984.1511840820312 963.0255126953125 None None None +8 1938 0.7885528206825256 984.1563110351562 963.0225219726562 None None None +8 1939 0.7884751558303833 984.2374877929688 963.1057739257812 None None None +8 1940 0.7885472774505615 984.21240234375 963.0787963867188 None None None +8 1941 0.7885457277297974 984.1805419921875 963.0469360351562 None None None +8 1942 0.788509726524353 984.149169921875 963.0164794921875 None None None +8 1943 0.7884776592254639 984.029541015625 962.8977661132812 None None None +8 1944 0.7885801196098328 984.02783203125 962.893310546875 None None None +8 1945 0.7885370850563049 983.9229125976562 962.78955078125 None None None +8 1946 0.7884825468063354 983.999755859375 962.8678588867188 None None None +8 1947 0.7883685827255249 983.9844970703125 962.8555908203125 None None None +8 1948 0.7884489893913269 984.1263427734375 962.9954223632812 None None None +8 1949 0.7884400486946106 984.0255126953125 962.8948364257812 None None None +8 1950 0.788419783115387 984.0982666015625 962.9681396484375 None None None +8 1951 0.78839111328125 984.0973510742188 962.968017578125 None None None +8 1952 0.7884673476219177 984.1624755859375 963.0310668945312 None None None +8 1953 0.7886013388633728 984.1922607421875 963.0572509765625 None None None +8 1954 0.7885518670082092 984.2354736328125 963.101806640625 None None None +8 1955 0.7885051369667053 984.2318115234375 963.0994262695312 None None None +8 1956 0.7885013818740845 984.27734375 963.14501953125 None None None +8 1957 0.7885798215866089 984.2582397460938 963.1238403320312 None None None +8 1958 0.7886073589324951 984.2468872070312 963.1117553710938 None None None +8 1959 0.788571298122406 984.2593383789062 963.1251831054688 None None None +8 1960 0.7884520292282104 984.2407836914062 963.1098022460938 None None None +8 1961 0.7884989976882935 984.2837524414062 963.1514892578125 None None None +8 1962 0.7884194850921631 984.294677734375 963.1644897460938 None None None +8 1963 0.7884241342544556 984.2904663085938 963.16015625 None None None +8 1964 0.7883943915367126 984.2256469726562 963.0961303710938 None None None +8 1965 0.7884119749069214 984.3251342773438 963.1951293945312 None None None +8 1966 0.7883742451667786 984.298095703125 963.1690673828125 None None None +8 1967 0.788320779800415 984.30908203125 963.1815795898438 None None None +8 1968 0.7882142663002014 984.242431640625 963.1177368164062 None None None +8 1969 0.7881364226341248 984.2374267578125 963.1148071289062 None None None +8 1970 0.7879917025566101 984.1865234375 963.0678100585938 None None None +8 1971 0.788054347038269 984.1823120117188 963.0618896484375 None None None +8 1972 0.7880300879478455 984.2084350585938 963.0887451171875 None None None +8 1973 0.7880076169967651 984.1375732421875 963.0183715820312 None None None +8 1974 0.787976086139679 984.03466796875 962.9163818359375 None None None +8 1975 0.7879420518875122 983.99560546875 962.8782958984375 None None None +8 1976 0.7878808975219727 984.1112060546875 962.9955444335938 None None None +8 1977 0.7879030108451843 984.1229248046875 963.0066528320312 None None None +8 1978 0.7879108190536499 984.0980834960938 962.9816284179688 None None None +8 1979 0.7878417372703552 984.019775390625 962.9050903320312 None None None +8 1980 0.7878391146659851 983.9563598632812 962.841796875 None None None +8 1981 0.7878944277763367 983.9442749023438 962.8282470703125 None None None +8 1982 0.7879589796066284 983.9019775390625 962.7842407226562 None None None +8 1983 0.7879429459571838 983.903076171875 962.7857666015625 None None None +8 1984 0.7880363464355469 983.947021484375 962.8272094726562 None None None +8 1985 0.7880058288574219 983.948486328125 962.8294677734375 None None None +8 1986 0.7880634069442749 983.9041748046875 962.7836303710938 None None None +8 1987 0.7880381345748901 983.7752685546875 962.6553955078125 None None None +8 1988 0.7880954742431641 983.660888671875 962.53955078125 None None None +8 1989 0.7880755066871643 983.6847534179688 962.5639038085938 None None None +8 1990 0.7881084084510803 983.832275390625 962.7105712890625 None None None +8 1991 0.788097083568573 983.7874755859375 962.6660766601562 None None None +8 1992 0.7880999445915222 983.720947265625 962.5994262695312 None None None +8 1993 0.7879436612129211 983.6964721679688 962.5791625976562 None None None +8 1994 0.7881870865821838 983.7507934570312 962.6268920898438 None None None +8 1995 0.7881911993026733 983.8483276367188 962.7243041992188 None None None +8 1996 0.788235068321228 983.9559936523438 962.8308715820312 None None None +8 1997 0.788197934627533 984.0457153320312 962.921630859375 None None None +8 1998 0.7882899641990662 984.050537109375 962.9239501953125 None None None +8 1999 0.7882272005081177 984.0247802734375 962.89990234375 None None None +8 2000 0.7882991433143616 984.04248046875 962.9156494140625 None None None +8 2001 0.7883701324462891 984.122314453125 962.99365234375 None None None +8 2002 0.7885065078735352 984.2493286132812 963.1170654296875 None None None +8 2003 0.7885093688964844 984.2156982421875 963.0833740234375 None None None +8 2004 0.7886090278625488 984.3508911132812 963.2158813476562 None None None +8 2005 0.7886203527450562 984.457763671875 963.3223876953125 None None None +8 2006 0.7887220978736877 984.5112915039062 963.3731689453125 None None None +8 2007 0.7888225317001343 984.5094604492188 963.3687133789062 None None None +8 2008 0.7888516783714294 984.5224609375 963.3809814453125 None None None +8 2009 0.7889826893806458 984.6243286132812 963.4793090820312 None None None +8 2010 0.789059579372406 984.5810546875 963.4339599609375 None None None +8 2011 0.7890878915786743 984.668701171875 963.5208129882812 None None None +8 2012 0.7890462875366211 984.591796875 963.4450073242188 None None None +8 2013 0.7890005707740784 984.5811767578125 963.4356689453125 None None None +8 2014 0.7890253067016602 984.5125122070312 963.3663330078125 None None None +8 2015 0.7890787124633789 984.5353393554688 963.3876953125 None None None +8 2016 0.7891315221786499 984.5848388671875 963.435791015625 None None None +8 2017 0.7890838384628296 984.4973754882812 963.349609375 None None None +8 2018 0.7890995740890503 984.4819946289062 963.333740234375 None None None +8 2019 0.7891220450401306 984.4268188476562 963.2780151367188 None None None +8 2020 0.7892580628395081 984.4105224609375 963.258056640625 None None None +8 2021 0.7892712354660034 984.5353393554688 963.3825073242188 None None None +8 2022 0.7892584204673767 984.5247802734375 963.3722534179688 None None None +8 2023 0.7892526388168335 984.5496215820312 963.3973388671875 None None None +8 2024 0.7893214225769043 984.5657958984375 963.4116821289062 None None None +8 2025 0.7892833948135376 984.5689697265625 963.4158325195312 None None None +8 2026 0.7891953587532043 984.6021118164062 963.4513549804688 None None None +8 2027 0.7891399264335632 984.6177978515625 963.4684448242188 None None None +8 2028 0.7891839742660522 984.6423950195312 963.4918823242188 None None None +8 2029 0.7891547083854675 984.6864624023438 963.5367431640625 None None None +8 2030 0.7890967130661011 984.6499633789062 963.5017700195312 None None None +8 2031 0.7890282869338989 984.73876953125 963.5924682617188 None None None +8 2032 0.7890729904174805 984.7302856445312 963.582763671875 None None None +8 2033 0.7890999913215637 984.790283203125 963.6420288085938 None None None +8 2034 0.7890681028366089 984.7772216796875 963.6298828125 None None None +8 2035 0.7891663908958435 984.8925170898438 963.7425537109375 None None None +8 2036 0.7893439531326294 985.0551147460938 963.9003295898438 None None None +8 2037 0.7894520163536072 984.9763793945312 963.8187255859375 None None None +8 2038 0.7894222140312195 984.9552612304688 963.7984619140625 None None None +8 2039 0.7893470525741577 984.9735717773438 963.8187866210938 None None None +8 2040 0.7893143892288208 984.939697265625 963.7858276367188 None None None +8 2041 0.7893574237823486 984.7876586914062 963.6326293945312 None None None +8 2042 0.7893911004066467 984.8937377929688 963.73779296875 None None None +8 2043 0.7893906235694885 984.921875 963.7659301757812 None None None +8 2044 0.7894110679626465 984.8675537109375 963.7111206054688 None None None +8 2045 0.7894473671913147 984.9072265625 963.7498168945312 None None None +8 2046 0.7894484400749207 984.8970336914062 963.739501953125 None None None +8 2047 0.7894062995910645 984.8341064453125 963.677734375 None None None +8 2048 0.7894083857536316 984.9047241210938 963.748291015625 None None None +8 2049 0.7894079089164734 984.8497924804688 963.6932983398438 None None None +8 2050 0.7893906235694885 984.9064331054688 963.7504272460938 None None None +8 2051 0.7893491983413696 984.8744506835938 963.719482421875 None None None +8 2052 0.7893434762954712 984.904052734375 963.7493896484375 None None None +8 2053 0.7892265319824219 984.8772583007812 963.7257080078125 None None None +8 2054 0.7890992164611816 984.8468017578125 963.6986083984375 None None None +8 2055 0.7892326712608337 984.9150390625 963.7633056640625 None None None +8 2056 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None None +10 1923 0.6890802979469299 951.3171997070312 932.84912109375 None None None +10 1924 0.6889616847038269 951.3306884765625 932.86572265625 None None None +10 1925 0.6890422105789185 951.308349609375 932.8411865234375 None None None +10 1926 0.6891144514083862 951.3155517578125 932.8464965820312 None None None +10 1927 0.6890615224838257 951.24609375 932.7785034179688 None None None +10 1928 0.6890475153923035 951.294921875 932.82763671875 None None None +10 1929 0.6889631152153015 951.2450561523438 932.7800903320312 None None None +10 1930 0.6889291405677795 951.2110595703125 932.7469482421875 None None None +10 1931 0.6889916658401489 951.2037353515625 932.7379150390625 None None None +10 1932 0.6889360547065735 951.1057739257812 932.6414794921875 None None None +10 1933 0.6889142990112305 951.0249633789062 932.5613403320312 None None None +10 1934 0.6889164447784424 950.8328247070312 932.369140625 None None None +10 1935 0.6890052556991577 950.91796875 932.4519653320312 None None None +10 1936 0.6891628503799438 950.91357421875 932.4434204101562 None None None +10 1937 0.6891985535621643 950.9259643554688 932.454833984375 None None None +10 1938 0.68910151720047 950.9268798828125 932.4584350585938 None None None +10 1939 0.6891357898712158 950.9715576171875 932.5021362304688 None None None +10 1940 0.6890811920166016 951.0308837890625 932.5629272460938 None None None +10 1941 0.6890572309494019 951.0104370117188 932.5431518554688 None None None +10 1942 0.6890290379524231 950.99072265625 932.524169921875 None None None +10 1943 0.6890119910240173 950.9961547851562 932.530029296875 None None None +10 1944 0.6889671087265015 950.987548828125 932.5226440429688 None None None +10 1945 0.6888753771781921 950.9400024414062 932.4774780273438 None None None +10 1946 0.6888453960418701 950.9647827148438 932.5030517578125 None None None +10 1947 0.6888694167137146 950.982421875 932.5200805664062 None None None +10 1948 0.688823938369751 951.0441284179688 932.5830078125 None None None +10 1949 0.6887578368186951 950.984375 932.5250244140625 None None None +10 1950 0.6887089610099792 950.8840942382812 932.426025390625 None None None +10 1951 0.6886278986930847 950.8506469726562 932.394775390625 None None None +10 1952 0.6885409355163574 950.8245239257812 932.3709716796875 None None None +10 1953 0.6884908676147461 950.8981323242188 932.4459228515625 None None None +10 1954 0.6884787678718567 950.8468627929688 932.39501953125 None None None +10 1955 0.6884309649467468 950.840576171875 932.3899536132812 None None None +10 1956 0.6885178089141846 950.8450927734375 932.39208984375 None None None +10 1957 0.6886066794395447 950.7704467773438 932.3150024414062 None None None +10 1958 0.68863844871521 950.8458251953125 932.3895874023438 None None None +10 1959 0.6886023879051208 950.8807983398438 932.425537109375 None None None +10 1960 0.6885724067687988 950.9463500976562 932.4918823242188 None None None +10 1961 0.6885232925415039 950.8777465820312 932.4246215820312 None None None +10 1962 0.6885142922401428 950.9332885742188 932.4803466796875 None None None +10 1963 0.6885135769844055 951.0060424804688 932.5531616210938 None None None +10 1964 0.6884506940841675 951.0050659179688 932.5538330078125 None None None +10 1965 0.6885614395141602 951.0188598632812 932.5645751953125 None None None +10 1966 0.6885635852813721 950.9556884765625 932.50146484375 None None None +10 1967 0.6885852813720703 950.8721923828125 932.4174194335938 None None None +10 1968 0.6885818839073181 950.8770751953125 932.4224243164062 None None None +10 1969 0.6885398626327515 950.8675537109375 932.4140014648438 None None None +10 1970 0.6885262727737427 950.9520263671875 932.498779296875 None None None +10 1971 0.6885229349136353 950.9969482421875 932.5438842773438 None None None +10 1972 0.6884588599205017 950.9246215820312 932.4732666015625 None None None +10 1973 0.6885178685188293 951.0161743164062 932.563232421875 None None None +10 1974 0.6885390877723694 950.9049682617188 932.451416015625 None None None +10 1975 0.6884181499481201 950.8460083007812 932.3958129882812 None None None +10 1976 0.6884137392044067 950.9136962890625 932.4635620117188 None None None +10 1977 0.6882566809654236 950.8258666992188 932.3799438476562 None None None +10 1978 0.6882833242416382 950.7576904296875 932.31103515625 None None None +10 1979 0.6882730722427368 950.7333984375 932.2870483398438 None None None +10 1980 0.6881595849990845 950.7658081054688 932.3224487304688 None None None +10 1981 0.6881458759307861 950.7440185546875 932.3009643554688 None None None +10 1982 0.6882612109184265 950.68310546875 932.2369995117188 None None None +10 1983 0.6882854104042053 950.7615356445312 932.3147583007812 None None None +10 1984 0.6881687045097351 950.6731567382812 932.2294921875 None None None +10 1985 0.6881961822509766 950.6985473632812 932.2540893554688 None None None +10 1986 0.6881455183029175 950.7695922851562 932.3265380859375 None None None +10 1987 0.6881692409515381 950.7234497070312 932.2797241210938 None None None +10 1988 0.6881406903266907 950.6589965820312 932.2160034179688 None None None +10 1989 0.6882753372192383 950.7091064453125 932.2625122070312 None None None +10 1990 0.6882455348968506 950.6629638671875 932.2171630859375 None None None +10 1991 0.6882972121238708 950.6211547851562 932.1739501953125 None None None +10 1992 0.688264787197113 950.5223388671875 932.0761108398438 None None None +10 1993 0.6882588863372803 950.4387817382812 931.99267578125 None None None +10 1994 0.688151478767395 950.4346313476562 931.9913940429688 None None None +10 1995 0.6880695819854736 950.4635009765625 932.0224609375 None None None +10 1996 0.688063383102417 950.58251953125 932.1416625976562 None None None +10 1997 0.6880500912666321 950.5733032226562 932.1327514648438 None None None +10 1998 0.6880533695220947 950.6210327148438 932.180419921875 None None None +10 1999 0.6879872679710388 950.6722412109375 932.2333984375 None None None +10 2000 0.6879554986953735 950.6119995117188 932.1740112304688 None None None +10 2001 0.6878052353858948 950.5740966796875 932.14013671875 None None None +10 2002 0.687798798084259 950.6489868164062 932.2152099609375 None None None +10 2003 0.6877614259719849 950.6229248046875 932.1901245117188 None None None +10 2004 0.6877648234367371 950.7586059570312 932.3257446289062 None None None +10 2005 0.6877778768539429 950.685791015625 932.2525634765625 None None None +10 2006 0.6878362894058228 950.8234252929688 932.3886108398438 None None None +10 2007 0.6877755522727966 950.8775634765625 932.4443969726562 None None None +10 2008 0.6877486705780029 950.79541015625 932.3629760742188 None None None +10 2009 0.6878446340560913 950.697021484375 932.261962890625 None None None +10 2010 0.6877534985542297 950.7678833007812 932.3353271484375 None None None +10 2011 0.6877060532569885 950.7883911132812 932.3570556640625 None None None +10 2012 0.6877217888832092 950.7666015625 932.3348999023438 None None None +10 2013 0.6877176761627197 950.736083984375 932.304443359375 None None None +10 2014 0.6876851916313171 950.674072265625 932.2433471679688 None None None +10 2015 0.687762439250946 950.703857421875 932.2710571289062 None None None +10 2016 0.6878528594970703 950.6695556640625 932.2343139648438 None None None +10 2017 0.6878661513328552 950.6597900390625 932.2241821289062 None None None +10 2018 0.6877020001411438 950.5264892578125 932.09521484375 None None None +10 2019 0.6876884698867798 950.5592651367188 932.1283569335938 None None None +10 2020 0.6877133846282959 950.6197509765625 932.188232421875 None None None +10 2021 0.6876698732376099 950.5789794921875 932.1485595703125 None None None +10 2022 0.687711238861084 950.5033569335938 932.07177734375 None None None +10 2023 0.6876935958862305 950.4746704101562 932.0435791015625 None None None +10 2024 0.6876382827758789 950.3633422851562 931.9337768554688 None None None +10 2025 0.6875171065330505 950.4110107421875 931.984619140625 None None None +10 2026 0.6874801516532898 950.3875732421875 931.9622802734375 None None None +10 2027 0.6875878572463989 950.3814697265625 931.9532470703125 None None None +10 2028 0.6876341700553894 950.4346923828125 932.0052490234375 None None None +10 2029 0.6876856684684753 950.5325927734375 932.1017456054688 None None None +10 2030 0.6877332329750061 950.4901733398438 932.0580444335938 None None None +10 2031 0.6876376867294312 950.3784790039062 931.9488525390625 None None None +10 2032 0.6875820755958557 950.3715209960938 931.9434204101562 None None None +10 2033 0.6876037120819092 950.419921875 931.9912719726562 None None None +10 2034 0.6880673766136169 950.3732299804688 931.9321899414062 None None None +10 2035 0.6880216598510742 950.3341674804688 931.8943481445312 None None None +10 2036 0.6880145072937012 950.3264770507812 931.8868408203125 None None None +10 2037 0.6881694197654724 950.44921875 932.0054321289062 None None None +10 2038 0.6881507635116577 950.38232421875 931.9390869140625 None None None +10 2039 0.6881815791130066 950.4215087890625 931.9774780273438 None None None +10 2040 0.6881620287895203 950.5396118164062 932.0960693359375 None None None +10 2041 0.6881265640258789 950.4838256835938 932.0411987304688 None None None +10 2042 0.6880519390106201 950.4624633789062 932.0218505859375 None None None +10 2043 0.6880607008934021 950.5396728515625 932.0988159179688 None None None +10 2044 0.6880841851234436 950.4827270507812 932.041259765625 None None None +10 2045 0.6880622506141663 950.5033569335938 932.0625 None None None +10 2046 0.6880514621734619 950.5887451171875 932.1481323242188 None None None +10 2047 0.6880494356155396 950.5176391601562 932.0771484375 None None None +10 2048 0.6879775524139404 950.6339111328125 932.1953125 None None None +10 2049 0.687921404838562 950.5889282226562 932.15185546875 None None None +10 2050 0.6878820657730103 950.6484375 932.21240234375 None None None +10 2051 0.6879599094390869 950.7017211914062 932.2636108398438 None None None +10 2052 0.688027560710907 950.5782470703125 932.1383666992188 None None None +10 2053 0.6880701780319214 950.5379028320312 932.0968627929688 None None None +10 2054 0.6880173087120056 950.458984375 932.0193481445312 None None None +10 2055 0.6879058480262756 950.4863891601562 932.0497436523438 None None None +10 2056 0.6879363059997559 950.5682373046875 932.1307373046875 None None None +10 2057 0.6877974271774292 950.523681640625 932.0899047851562 None None None +10 2058 0.6878564357757568 950.545166015625 932.1099243164062 None None None +10 2059 0.6877895593643188 950.5467529296875 932.1132202148438 None None None +10 2060 0.6878029704093933 950.5654296875 932.131591796875 None None None +10 2061 0.6877861618995667 950.5548706054688 932.1215209960938 None None None +11 0 0.6915193796157837 1068.579345703125 1050.046630859375 None None None +11 1 0.6714355945587158 1018.9407958984375 1000.9463500976562 None None None +11 2 0.680750846862793 1008.9601440429688 990.7160034179688 None None None +11 3 0.6791986227035522 989.4152221679688 971.2127075195312 None None None +11 4 0.6533918976783752 1011.97509765625 994.4642333984375 None None None +11 5 0.6433706879615784 981.9297485351562 964.6875 None None None +11 6 0.6362389922142029 951.2743530273438 934.2232055664062 None None None +11 7 0.6350929141044617 955.243408203125 938.2229614257812 None None None +11 8 0.6294977068901062 957.300537109375 940.4299926757812 None None None +11 9 0.6520406007766724 953.41064453125 935.9359130859375 None None None +11 10 0.6323944926261902 951.2619018554688 934.313720703125 None None None +11 11 0.6304445266723633 960.9776000976562 944.0817260742188 None None None +11 12 0.6343215107917786 956.8463745117188 939.8465576171875 None None None +11 13 0.641363799571991 943.4669189453125 926.2783813476562 None None None +11 14 0.6487450003623962 933.5518188476562 916.1654663085938 None None None +11 15 0.6464873552322388 928.2753295898438 910.9495239257812 None None None +11 16 0.6413531303405762 939.787109375 922.5989379882812 None None None +11 17 0.6640432476997375 950.4012451171875 932.6050415039062 None None None +11 18 0.6652109622955322 947.2445678710938 929.4169311523438 None None None +11 19 0.6680786609649658 947.0060424804688 929.1016845703125 None None None +11 20 0.6640885472297668 945.9000244140625 928.1026000976562 None None None +11 21 0.6681169867515564 948.7056884765625 930.8002319335938 None None None +11 22 0.6723570227622986 952.3851318359375 934.3660278320312 None None None +11 23 0.6655597686767578 949.7352905273438 931.8982543945312 None None None +11 24 0.6722115278244019 943.3876342773438 925.372314453125 None None None +11 25 0.6703696846961975 947.3231811523438 929.3572998046875 None None None +11 26 0.6741617918014526 948.9608154296875 930.8932495117188 None None None +11 27 0.6726104021072388 946.4207153320312 928.3946533203125 None None None +11 28 0.6707320213317871 945.7520751953125 927.7764282226562 None None None +11 29 0.6660106778144836 947.1525268554688 929.3034057617188 None None None +11 30 0.6668247580528259 945.5233154296875 927.65234375 None None None +11 31 0.6726968884468079 945.6254272460938 927.5970458984375 None None None +11 32 0.6730959415435791 941.507568359375 923.468505859375 None None None +11 33 0.67658531665802 938.678466796875 920.5458984375 None None None +11 34 0.6745571494102478 938.6504516601562 920.5722045898438 None None None +11 35 0.6757012605667114 934.3204345703125 916.2114868164062 None None None +11 36 0.6769888997077942 932.37353515625 914.2300415039062 None None None +11 37 0.6746954917907715 932.01220703125 913.93017578125 None None None +11 38 0.6848036646842957 932.826904296875 914.4740600585938 None None None +11 39 0.6828482747077942 931.6886596679688 913.3883056640625 None None None +11 40 0.6799497008323669 929.8389892578125 911.6163330078125 None None None +11 41 0.6826766729354858 929.5621337890625 911.2664794921875 None None None +11 42 0.6836578249931335 928.026611328125 909.7046508789062 None None None +11 43 0.6801548600196838 924.6744384765625 906.4463500976562 None None None +11 44 0.685257613658905 922.9511108398438 904.5863037109375 None None None +11 45 0.68440181016922 921.0713500976562 902.7294311523438 None None None +11 46 0.6800494194030762 920.3159790039062 902.0907592773438 None None None +11 47 0.6810535788536072 920.7327270507812 902.4806518554688 None None None +11 48 0.6812713742256165 927.589599609375 909.3316040039062 None None None +11 49 0.6799642443656921 928.5720825195312 910.34912109375 None None None +11 50 0.6784175038337708 927.5494995117188 909.3679809570312 None None None +11 51 0.6793416142463684 929.2271728515625 911.0208740234375 None None None +11 52 0.6835565567016602 931.2383422851562 912.9190673828125 None None None +11 53 0.6857544183731079 929.0233764648438 910.6452026367188 None None None +11 54 0.6815036535263062 929.2816772460938 911.0173950195312 None None None +11 55 0.6782458424568176 930.638671875 912.4617309570312 None None None +11 56 0.679649829864502 930.5364990234375 912.3218994140625 None None None +11 57 0.6756076812744141 928.0521850585938 909.9458618164062 None None None +11 58 0.6719821095466614 927.9237670898438 909.9146118164062 None None None +11 59 0.6698384881019592 924.9512329101562 906.9994506835938 None None None +11 60 0.66876220703125 923.686767578125 905.763916015625 None None None +11 61 0.6695718169212341 922.2589111328125 904.3142700195312 None None None +11 62 0.6674195528030396 921.3724975585938 903.485595703125 None None None +11 63 0.6645086407661438 921.3736572265625 903.5648193359375 None None None +11 64 0.661979615688324 921.8885498046875 904.1474609375 None None None +11 65 0.6588767170906067 923.543701171875 905.8857421875 None None None +11 66 0.6610819101333618 923.2778930664062 905.5608520507812 None None None +11 67 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None +11 2048 0.6547086238861084 938.3670043945312 920.8206787109375 None None None +11 2049 0.6547679305076599 938.3304443359375 920.782470703125 None None None +11 2050 0.6547740697860718 938.4590454101562 920.9109497070312 None None None +11 2051 0.6547254323959351 938.4324340820312 920.8856201171875 None None None +11 2052 0.6548090577125549 938.5197143554688 920.9706420898438 None None None +11 2053 0.6548482775688171 938.47021484375 920.9201049804688 None None None +11 2054 0.6548667550086975 938.3357543945312 920.7852172851562 None None None +11 2055 0.6549718379974365 938.3367919921875 920.7833862304688 None None None +11 2056 0.6549410223960876 938.3571166992188 920.8045654296875 None None None +11 2057 0.6549710631370544 938.3597412109375 920.806396484375 None None None +11 2058 0.6548951864242554 938.4005737304688 920.8492431640625 None None None +11 2059 0.6549251675605774 938.3648681640625 920.8126831054688 None None None +11 2060 0.6550300121307373 938.3540649414062 920.799072265625 None None None +11 2061 0.6551443934440613 938.2761840820312 920.7181396484375 None None None diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e648e2e263606209138f033cb6223c6760b5cea --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:14:15.505992: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.077885: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:19.082859: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:14:19.115331: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:19.115437: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.145177: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:19.145356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:19.160305: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:19.167270: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:19.193284: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:19.199987: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:19.201449: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:19.203618: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:19.204006: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:14:19.205038: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:14:19.205340: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:14:19.205379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:19.205417: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:14:19.205444: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:14:19.205469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:14:19.205494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:14:19.205519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:14:19.205544: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:14:19.205569: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:14:19.205959: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:14:19.207528: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:14:21.506124: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:14:21.506233: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:14:21.506255: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:14:21.509879: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:04:00.0, compute capability: 6.0) +2023-07-16 23:14:22.519042: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d41da319d8507fa063cb82c983e96649044fdf76 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/bias_model_scaled diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet.params.json b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..91e476420c825f6fd2c3ade525596e6a4284bee9 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "26.8", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_data_params.tsv b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..8ada6fa7cf49039ea2734f3b3fd7d25de1b4cedd --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 7.0 +counts_sum_max_thresh 11711.36 +trainings_pts_post_thresh 142067 diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e648ca7b6b8494981fc119d4107621a9565e53b --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 12:27:20.722758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:23.938421: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:27:23.942407: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 12:27:24.140493: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 12:27:24.140554: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:24.164675: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:27:24.164827: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:27:24.176126: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:27:24.181520: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:27:24.201269: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:27:24.206788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:27:24.208200: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:27:24.230487: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:27:24.230874: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 12:27:24.232021: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 12:27:24.277170: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 12:27:24.277212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:24.277248: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 12:27:24.277270: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 12:27:24.277290: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 12:27:24.277309: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 12:27:24.277328: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 12:27:24.277346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 12:27:24.277365: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 12:27:24.288823: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 12:27:24.291017: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 12:27:26.900356: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 12:27:26.900461: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 12:27:26.900476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 12:27:26.907397: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-07-17 12:27:30.508737: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8739ee973c3532450544eed979bef12258c6d1b --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/chrombpnet diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_model_params.tsv b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..2c15f3289b1056c0dc1dd99baa2da9e31a4de06a --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 26.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..7edf932ba8a5375e82e7e9e48aabee2140fef23a --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7edf932ba8a5375e82e7e9e48aabee2140fef23a --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.epoch_loss.csv b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..965b6600bb8f7c3be2fcb74c2b9065fe9987bf8e --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.epoch_loss.csv @@ -0,0 +1,13 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,2.810851573944092,1159.969970703125,1235.30322265625,1.111462950706482,1101.0721435546875,1130.85888671875 +1,1.0978624820709229,1052.1998291015625,1081.6219482421875,1.0497297048568726,1041.8621826171875,1069.994873046875 +2,0.9962409734725952,1026.5509033203125,1053.2508544921875,1.1310045719146729,1043.1976318359375,1073.5089111328125 +3,0.9498968720436096,1007.16015625,1032.61767578125,0.9998376369476318,1035.601806640625,1062.3980712890625 +4,0.9034008979797363,996.0762939453125,1020.2872924804688,0.9472243785858154,1038.267333984375,1063.6529541015625 +5,0.8634217977523804,986.4286499023438,1009.5679931640625,1.027945637702942,1040.618896484375,1068.167724609375 +6,0.8336966037750244,974.368408203125,996.7115478515625,0.9214116930961609,1020.3564453125,1045.0498046875 +7,0.8139511942863464,967.6205444335938,989.4354248046875,0.935649573802948,1032.5194091796875,1057.5948486328125 +8,0.7889982461929321,963.4873046875,984.6326904296875,0.9654092788696289,1027.696533203125,1053.5694580078125 +9,0.770447313785553,955.4192504882812,976.0670166015625,0.9067695736885071,1024.05224609375,1048.3526611328125 +10,0.6877861618995667,932.1215209960938,950.5548706054688,0.9108281135559082,1029.602294921875,1054.011962890625 +11,0.6551443934440613,920.7181396484375,938.2761840820312,0.9806500673294067,1022.6085205078125,1048.8900146484375 diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stderr.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a47f80a65444c66bad389ddeb1ebe2007182fc7 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stderr.txt @@ -0,0 +1,328 @@ +2022-10-04 14:42:15.357346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:31.798746: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:46:31.800363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 14:46:32.034465: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:46:32.034535: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:32.054629: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:46:32.054681: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:46:32.065909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:46:32.071212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:46:32.090440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:46:32.095370: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:46:32.096509: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:46:32.101072: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:46:32.101374: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 14:46:32.101434: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:46:32.103023: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:46:32.103051: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:32.103067: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:46:32.103081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:46:32.103094: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:46:32.103113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:46:32.103126: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:46:32.103138: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:46:32.103150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:46:32.106230: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:46:32.107538: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:46:33.492832: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 14:46:33.492965: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 14:46:33.492979: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 14:46:33.498974: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-04 14:46:34.947413: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 14:46:34.954808: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 14:46:35.103271: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:46:36.406788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:46:36.413802: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:47:01.762696: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:47:03.171198: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:47:03.171961: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 14:47:03.286502: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:47:03.286583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:47:03.288576: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:47:03.288617: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:47:03.289484: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:47:03.289651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:47:03.291681: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:47:03.292100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:47:03.292217: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:47:03.293844: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:47:03.294116: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 14:47:03.294177: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 14:47:03.294988: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 14:47:03.295029: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:47:03.295046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:47:03.295058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:47:03.295070: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 14:47:03.295081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 14:47:03.295092: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 14:47:03.295102: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 14:47:03.295113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:47:03.296630: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 14:47:03.296659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 14:47:03.866713: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 14:47:03.866913: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 14:47:03.866927: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 14:47:03.869844: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-04 14:51:14.094970: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 14:51:14.095352: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 14:51:15.309582: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 14:51:15.709220: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 14:51:15.722239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 14:51:18.782643: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-04 15:53:00.635519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:53:03.035987: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:53:03.036808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 15:53:03.171554: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 15:53:03.171605: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:53:03.173583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:53:03.173628: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:53:03.174522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:53:03.174697: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:53:03.176730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:53:03.177192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:53:03.177314: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:53:03.178908: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:53:03.179190: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 15:53:03.179251: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:53:03.180059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 15:53:03.180081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:53:03.180098: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:53:03.180112: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:53:03.180125: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:53:03.180137: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:53:03.180149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:53:03.180161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:53:03.180172: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:53:03.181687: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:53:03.181722: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:53:03.670353: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 15:53:03.670457: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 15:53:03.670469: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 15:53:03.673091: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-04 15:54:19.967794: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 15:54:19.971297: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 15:54:20.042518: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:54:20.480689: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:54:20.482769: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 15:56:20.142041: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:56:22.261780: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:56:24.444824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 15:56:24.662688: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 15:56:24.662757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:56:24.665585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:56:24.665663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:56:24.666948: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:56:24.667232: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:56:24.670046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:56:24.670514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:56:24.670654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:56:24.673614: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:56:24.673922: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 15:56:24.674019: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:56:24.675515: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 15:56:24.675545: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:56:24.675563: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:56:24.675577: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:56:24.675590: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:56:24.675602: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:56:24.675615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:56:24.675627: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:56:24.675639: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:56:24.678534: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:56:24.678568: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:56:25.194777: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 15:56:25.194916: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 15:56:25.194930: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 15:56:25.198029: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 15:57:40.465444: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 15:57:40.467398: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 15:57:40.513131: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:57:40.959495: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:57:40.960886: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 15:59:36.577619: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:59:38.726952: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:59:38.727937: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 15:59:38.864405: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 15:59:38.864464: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:59:38.866952: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:59:38.867004: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:59:38.868005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:59:38.868218: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:59:38.870375: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:59:38.870813: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:59:38.870944: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:59:38.872550: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:59:38.872882: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 15:59:38.872959: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 15:59:38.873772: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 15:59:38.873792: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:59:38.873810: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 15:59:38.873824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 15:59:38.873872: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 15:59:38.873888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 15:59:38.873902: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 15:59:38.873914: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 15:59:38.873926: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 15:59:38.875434: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 15:59:38.875466: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 15:59:39.348937: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 15:59:39.348995: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 15:59:39.349008: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 15:59:39.351734: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-04 16:00:53.260089: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:00:53.261546: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:00:53.291757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:00:53.718260: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:00:53.719591: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-04 16:01:51.998939: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:01:57.729882: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:01:57.730956: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:01:57.947963: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:01:57.948034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:01:57.950393: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:01:57.950455: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:01:57.951459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:01:57.951665: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:01:57.953982: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:01:57.954476: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:01:57.954641: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:01:57.957886: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:01:57.958191: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:01:57.958273: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:01:57.959883: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:01:57.959910: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:01:57.959927: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:01:57.959942: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:01:57.959955: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:01:57.959967: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:01:57.959979: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:01:57.959991: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:01:57.960003: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:01:57.963118: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:01:57.963154: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:01:58.473772: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:01:58.473867: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:01:58.473882: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:01:58.476777: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-04 16:02:11.862075: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:02:11.862716: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:02:12.036695: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:02:12.573357: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:02:12.575921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints’: File exists +2022-10-04 16:03:41.431427: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:03:42.459361: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:03:51.408425: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-04 16:03:51.624234: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:03:51.624351: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:03:51.626467: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:03:51.626518: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:03:51.627434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:03:51.627612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:03:51.629652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:03:51.630084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:03:51.630208: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:03:51.633372: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:03:51.633825: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-04 16:03:51.633906: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-04 16:03:51.635500: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-04 16:03:51.635549: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:03:51.635567: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:03:51.635581: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:03:51.635595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-04 16:03:51.635607: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-04 16:03:51.635620: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-04 16:03:51.635632: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-04 16:03:51.635644: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-04 16:03:51.638748: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-04 16:03:51.638785: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-04 16:03:52.135752: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-04 16:04:01.493230: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-04 16:04:01.493301: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-04 16:04:01.496457: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-04 16:04:14.856208: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-04 16:04:14.856775: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-04 16:04:14.973629: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-04 16:04:15.490423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-04 16:04:15.491957: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stdout.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..6359c1552a0066cb472ae2375be2e2f3f2afc9b4 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stdout.txt @@ -0,0 +1,453 @@ +DNase-seq +DNASE_SE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json +Tue Oct 4 14:42:13 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-SXM... On | 00000000:41:00.0 Off | 0 | +| N/A 31C P0 63W / 500W | 0MiB / 81920MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-10-04_14-42-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_4/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] +Number of peaks input: 131803 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 131803 +Number of peaks input: 38957 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 38957 +Number of non peaks input: 134657 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 134657 +Number of non peaks input: 36103 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 36103 +Number of peaks after removing outliers: 130353 +Number of nonpeaks after removing outliers: 119201 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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3726/3726 [==============================] - 24s 4ms/step +2022-10-04_14-47-01: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '26.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(119959, 10) +loading nonpeaks... +got split:train for bed regions:(108694, 10) +loading peaks... +got split:valid for bed regions:(10394, 10) +loading nonpeaks... +got split:valid for bed regions:(10507, 10) +Epoch 1/50 + 1/2062 [..............................] - ETA: 3:37:45 - loss: 1801.8657 - logits_profile_predictions_loss: 1632.4718 - logcount_predictions_loss: 6.3207 2/2062 [..............................] - ETA: 4:50 - loss: 1756.7963 - logits_profile_predictions_loss: 1600.8179 - logcount_predictions_loss: 5.8201  3/2062 [..............................] - ETA: 4:48 - loss: 1790.9526 - logits_profile_predictions_loss: 1649.1142 - logcount_predictions_loss: 5.2925 4/2062 [..............................] - ETA: 4:47 - loss: 2400.0909 - logits_profile_predictions_loss: 1699.3387 - logcount_predictions_loss: 26.1475 5/2062 [..............................] - ETA: 4:47 - loss: 2651.9269 - logits_profile_predictions_loss: 1705.4197 - logcount_predictions_loss: 35.3174 6/2062 [..............................] - ETA: 4:46 - loss: 2765.7622 - logits_profile_predictions_loss: 1704.6962 - logcount_predictions_loss: 39.5920 7/2062 [..............................] - ETA: 4:46 - loss: 2815.3930 - logits_profile_predictions_loss: 1702.5727 - logcount_predictions_loss: 41.5232 8/2062 [..............................] - ETA: 4:46 - loss: 2824.6656 - logits_profile_predictions_loss: 1693.2765 - logcount_predictions_loss: 42.2160 9/2062 [..............................] - ETA: 4:45 - loss: 2819.6020 - logits_profile_predictions_loss: 1687.2963 - logcount_predictions_loss: 42.2502 10/2062 [..............................] - ETA: 4:45 - loss: 2803.7940 - logits_profile_predictions_loss: 1680.6447 - logcount_predictions_loss: 41.9086 11/2062 [..............................] - ETA: 4:45 - loss: 2782.5421 - logits_profile_predictions_loss: 1674.2890 - logcount_predictions_loss: 41.3527 12/2062 [..............................] - ETA: 4:45 - loss: 2758.0729 - logits_profile_predictions_loss: 1667.8721 - logcount_predictions_loss: 40.6791 13/2062 [..............................] - ETA: 4:45 - loss: 2735.3986 - logits_profile_predictions_loss: 1664.6124 - logcount_predictions_loss: 39.9547 14/2062 [..............................] - ETA: 4:44 - loss: 2710.5629 - logits_profile_predictions_loss: 1660.0179 - logcount_predictions_loss: 39.1994 15/2062 [..............................] - ETA: 4:44 - loss: 2683.3798 - logits_profile_predictions_loss: 1653.3601 - logcount_predictions_loss: 38.4336 16/2062 [..............................] - ETA: 4:44 - loss: 2655.8555 - logits_profile_predictions_loss: 1646.2434 - logcount_predictions_loss: 37.6721 17/2062 [..............................] - ETA: 4:44 - loss: 2629.4265 - logits_profile_predictions_loss: 1639.7058 - logcount_predictions_loss: 36.9299 18/2062 [..............................] - ETA: 4:44 - loss: 2603.6056 - logits_profile_predictions_loss: 1633.1978 - logcount_predictions_loss: 36.2092 19/2062 [..............................] - ETA: 4:44 - loss: 2579.8672 - logits_profile_predictions_loss: 1628.0407 - logcount_predictions_loss: 35.5159 20/2062 [..............................] - ETA: 4:43 - loss: 2556.6988 - logits_profile_predictions_loss: 1622.8140 - logcount_predictions_loss: 34.8464 21/2062 [..............................] - ETA: 4:43 - loss: 2535.4542 - logits_profile_predictions_loss: 1618.7394 - logcount_predictions_loss: 34.2058 22/2062 [..............................] - ETA: 4:43 - loss: 2515.5103 - logits_profile_predictions_loss: 1615.2482 - logcount_predictions_loss: 33.5919 23/2062 [..............................] - ETA: 4:43 - loss: 2496.2724 - logits_profile_predictions_loss: 1611.8148 - logcount_predictions_loss: 33.0021 24/2062 [..............................] - ETA: 4:43 - loss: 2478.0942 - logits_profile_predictions_loss: 1608.7810 - logcount_predictions_loss: 32.4371 25/2062 [..............................] - ETA: 4:43 - loss: 2460.9050 - logits_profile_predictions_loss: 1606.1009 - logcount_predictions_loss: 31.8957 26/2062 [..............................] - ETA: 4:43 - loss: 2444.2003 - logits_profile_predictions_loss: 1603.3295 - logcount_predictions_loss: 31.3758 27/2062 [..............................] - ETA: 4:42 - loss: 2428.1115 - logits_profile_predictions_loss: 1600.5997 - logcount_predictions_loss: 30.8773 28/2062 [..............................] - ETA: 4:42 - loss: 2412.7482 - logits_profile_predictions_loss: 1598.0444 - logcount_predictions_loss: 30.3994 29/2062 [..............................] - ETA: 4:42 - loss: 2397.7117 - logits_profile_predictions_loss: 1595.3498 - logcount_predictions_loss: 29.9389 30/2062 [..............................] - ETA: 4:42 - loss: 2383.0934 - logits_profile_predictions_loss: 1592.5983 - logcount_predictions_loss: 29.4961 31/2062 [..............................] - ETA: 4:42 - loss: 2368.8505 - logits_profile_predictions_loss: 1589.7867 - logcount_predictions_loss: 29.0695 32/2062 [..............................] - ETA: 4:42 - loss: 2354.5349 - logits_profile_predictions_loss: 1586.5242 - logcount_predictions_loss: 28.6571 33/2062 [..............................] - ETA: 4:42 - loss: 2340.8927 - logits_profile_predictions_loss: 1583.5146 - logcount_predictions_loss: 28.2604 34/2062 [..............................] - ETA: 4:41 - loss: 2327.5738 - logits_profile_predictions_loss: 1580.4561 - logcount_predictions_loss: 27.8775 35/2062 [..............................] - ETA: 4:41 - loss: 2314.6854 - logits_profile_predictions_loss: 1577.4475 - logcount_predictions_loss: 27.5089 36/2062 [..............................] - ETA: 4:41 - loss: 2302.1406 - logits_profile_predictions_loss: 1574.4452 - logcount_predictions_loss: 27.1528 37/2062 [..............................] - ETA: 4:41 - loss: 2290.0373 - logits_profile_predictions_loss: 1571.5524 - logcount_predictions_loss: 26.8091 38/2062 [..............................] - ETA: 4:41 - loss: 2278.3587 - logits_profile_predictions_loss: 1568.7751 - logcount_predictions_loss: 26.4770 39/2062 [..............................] - ETA: 4:41 - loss: 2267.0806 - logits_profile_predictions_loss: 1566.1062 - logcount_predictions_loss: 26.1558 40/2062 [..............................] - ETA: 4:41 - loss: 2256.1104 - logits_profile_predictions_loss: 1563.4675 - logcount_predictions_loss: 25.8449 41/2062 [..............................] - ETA: 4:41 - loss: 2245.3113 - logits_profile_predictions_loss: 1560.7424 - logcount_predictions_loss: 25.5436 42/2062 [..............................] - ETA: 4:40 - loss: 2234.8295 - logits_profile_predictions_loss: 1558.0724 - logcount_predictions_loss: 25.2521 43/2062 [..............................] - ETA: 4:40 - loss: 2224.5508 - logits_profile_predictions_loss: 1555.3724 - logcount_predictions_loss: 24.9693 44/2062 [..............................] - ETA: 4:40 - loss: 2214.6058 - logits_profile_predictions_loss: 1552.7670 - logcount_predictions_loss: 24.6955 45/2062 [..............................] - ETA: 4:40 - loss: 2204.9212 - logits_profile_predictions_loss: 1550.1976 - logcount_predictions_loss: 24.4300 46/2062 [..............................] - ETA: 4:40 - loss: 2195.5614 - logits_profile_predictions_loss: 1547.7347 - logcount_predictions_loss: 24.1726 47/2062 [..............................] - ETA: 4:40 - loss: 2186.5398 - logits_profile_predictions_loss: 1545.4013 - logcount_predictions_loss: 23.9231 48/2062 [..............................] - ETA: 4:39 - loss: 2177.8132 - logits_profile_predictions_loss: 1543.1606 - logcount_predictions_loss: 23.6811 49/2062 [..............................] - ETA: 4:39 - loss: 2169.4461 - logits_profile_predictions_loss: 1541.0856 - logcount_predictions_loss: 23.4463 50/2062 [..............................] - ETA: 4:39 - loss: 2161.3594 - logits_profile_predictions_loss: 1539.1048 - logcount_predictions_loss: 23.2185 51/2062 [..............................] - ETA: 4:39 - loss: 2153.3916 - logits_profile_predictions_loss: 1537.0820 - logcount_predictions_loss: 22.9966 52/2062 [..............................] - ETA: 4:39 - loss: 2145.6277 - logits_profile_predictions_loss: 1535.1072 - logcount_predictions_loss: 22.7806 53/2062 [..............................] - ETA: 4:39 - loss: 2138.0164 - logits_profile_predictions_loss: 1533.1331 - logcount_predictions_loss: 22.5703 54/2062 [..............................] - ETA: 4:39 - loss: 2130.7029 - logits_profile_predictions_loss: 1531.2980 - logcount_predictions_loss: 22.3659 55/2062 [..............................] - ETA: 4:39 - loss: 2123.5106 - logits_profile_predictions_loss: 1529.4457 - logcount_predictions_loss: 22.1666 56/2062 [..............................] - ETA: 4:38 - loss: 2116.5889 - logits_profile_predictions_loss: 1527.7183 - logcount_predictions_loss: 21.9728 57/2062 [..............................] - ETA: 4:38 - loss: 2109.7305 - logits_profile_predictions_loss: 1525.9283 - logcount_predictions_loss: 21.7837 58/2062 [..............................] - ETA: 4:38 - loss: 2103.1056 - logits_profile_predictions_loss: 1524.2375 - logcount_predictions_loss: 21.5996 59/2062 [..............................] - ETA: 4:38 - loss: 2096.6656 - logits_profile_predictions_loss: 1522.6108 - logcount_predictions_loss: 21.4200 60/2062 [..............................] - ETA: 4:38 - loss: 2090.4334 - logits_profile_predictions_loss: 1521.0677 - logcount_predictions_loss: 21.2450 61/2062 [..............................] - ETA: 4:38 - loss: 2084.3499 - logits_profile_predictions_loss: 1519.5589 - logcount_predictions_loss: 21.0743 62/2062 [..............................] - ETA: 4:37 - loss: 2078.3128 - logits_profile_predictions_loss: 1517.9940 - logcount_predictions_loss: 20.9074 63/2062 [..............................] - ETA: 4:37 - loss: 2072.4267 - logits_profile_predictions_loss: 1516.4727 - logcount_predictions_loss: 20.7445 64/2062 [..............................] - ETA: 4:37 - loss: 2066.7282 - logits_profile_predictions_loss: 1515.0316 - logcount_predictions_loss: 20.5857 65/2062 [..............................] - ETA: 4:37 - loss: 2061.1705 - logits_profile_predictions_loss: 1513.6284 - logcount_predictions_loss: 20.4307 66/2062 [..............................] - ETA: 4:37 - loss: 2055.6673 - logits_profile_predictions_loss: 1512.1908 - logcount_predictions_loss: 20.2790 67/2062 [..............................] - ETA: 4:37 - loss: 2050.3377 - logits_profile_predictions_loss: 1510.8375 - logcount_predictions_loss: 20.1306 68/2062 [..............................] - ETA: 4:37 - loss: 2045.1256 - logits_profile_predictions_loss: 1509.5129 - logcount_predictions_loss: 19.9855 69/2062 [>.............................] - ETA: 4:37 - loss: 2040.0041 - logits_profile_predictions_loss: 1508.1967 - logcount_predictions_loss: 19.8436 70/2062 [>.............................] - ETA: 4:36 - loss: 2034.9674 - logits_profile_predictions_loss: 1506.8849 - logcount_predictions_loss: 19.7046 71/2062 [>.............................] - ETA: 4:36 - loss: 2029.9935 - logits_profile_predictions_loss: 1505.5634 - logcount_predictions_loss: 19.5683 72/2062 [>.............................] - ETA: 4:36 - loss: 2025.1190 - logits_profile_predictions_loss: 1504.2665 - logcount_predictions_loss: 19.4348 73/2062 [>.............................] - ETA: 4:36 - loss: 2020.3513 - logits_profile_predictions_loss: 1503.0029 - logcount_predictions_loss: 19.3040 74/2062 [>.............................] - ETA: 4:36 - loss: 2015.7371 - logits_profile_predictions_loss: 1501.8135 - logcount_predictions_loss: 19.1763 75/2062 [>.............................] - ETA: 4:36 - loss: 2011.2244 - logits_profile_predictions_loss: 1500.6534 - logcount_predictions_loss: 19.0511 76/2062 [>.............................] - ETA: 4:36 - loss: 2006.9340 - logits_profile_predictions_loss: 1499.6393 - logcount_predictions_loss: 18.9289 77/2062 [>.............................] - ETA: 4:35 - loss: 2002.6925 - logits_profile_predictions_loss: 1498.6089 - logcount_predictions_loss: 18.8091 78/2062 [>.............................] - ETA: 4:35 - loss: 1998.5233 - logits_profile_predictions_loss: 1497.5909 - logcount_predictions_loss: 18.6915 79/2062 [>.............................] - ETA: 4:35 - loss: 1994.3762 - logits_profile_predictions_loss: 1496.5376 - logcount_predictions_loss: 18.5761 80/2062 [>.............................] - ETA: 4:35 - loss: 1990.3088 - logits_profile_predictions_loss: 1495.5049 - logcount_predictions_loss: 18.4628 81/2062 [>.............................] - ETA: 4:35 - loss: 1986.4060 - logits_profile_predictions_loss: 1494.5716 - logcount_predictions_loss: 18.3520 82/2062 [>.............................] - ETA: 4:35 - loss: 1982.5883 - logits_profile_predictions_loss: 1493.6653 - logcount_predictions_loss: 18.2434 83/2062 [>.............................] - ETA: 4:35 - loss: 1978.8290 - logits_profile_predictions_loss: 1492.7637 - logcount_predictions_loss: 18.1368 84/2062 [>.............................] - ETA: 4:34 - loss: 1975.2146 - logits_profile_predictions_loss: 1491.9462 - 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4:33 - loss: 1951.3688 - logits_profile_predictions_loss: 1486.3440 - logcount_predictions_loss: 17.3517 92/2062 [>.............................] - ETA: 4:33 - loss: 1948.2411 - logits_profile_predictions_loss: 1485.6391 - logcount_predictions_loss: 17.2613 93/2062 [>.............................] - ETA: 4:33 - loss: 1945.1458 - logits_profile_predictions_loss: 1484.9274 - logcount_predictions_loss: 17.1723 94/2062 [>.............................] - ETA: 4:33 - loss: 1942.0861 - logits_profile_predictions_loss: 1484.2119 - logcount_predictions_loss: 17.0849 95/2062 [>.............................] - ETA: 4:33 - loss: 1939.0547 - logits_profile_predictions_loss: 1483.4880 - logcount_predictions_loss: 16.9988 96/2062 [>.............................] - ETA: 4:33 - loss: 1936.0873 - logits_profile_predictions_loss: 1482.7883 - logcount_predictions_loss: 16.9141 97/2062 [>.............................] - ETA: 4:33 - loss: 1933.1208 - logits_profile_predictions_loss: 1482.0567 - 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3:57 - loss: 1654.8467 - logits_profile_predictions_loss: 1392.7817 - logcount_predictions_loss: 9.7785 352/2062 [====>.........................] - ETA: 3:57 - loss: 1654.3901 - logits_profile_predictions_loss: 1392.5875 - logcount_predictions_loss: 9.7688 353/2062 [====>.........................] - ETA: 3:57 - loss: 1653.9350 - logits_profile_predictions_loss: 1392.3936 - logcount_predictions_loss: 9.7590 354/2062 [====>.........................] - ETA: 3:57 - loss: 1653.4853 - logits_profile_predictions_loss: 1392.2037 - logcount_predictions_loss: 9.7493 355/2062 [====>.........................] - ETA: 3:57 - loss: 1653.0404 - logits_profile_predictions_loss: 1392.0171 - logcount_predictions_loss: 9.7397 356/2062 [====>.........................] - ETA: 3:57 - loss: 1652.5935 - logits_profile_predictions_loss: 1391.8276 - logcount_predictions_loss: 9.7301 357/2062 [====>.........................] - ETA: 3:57 - loss: 1652.1487 - logits_profile_predictions_loss: 1391.6389 - 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logcount_predictions_loss: 5.2097 2048/2062 [============================>.] - ETA: 1s - loss: 1390.7244 - logits_profile_predictions_loss: 1251.1352 - logcount_predictions_loss: 5.2085 2049/2062 [============================>.] - ETA: 1s - loss: 1390.6489 - logits_profile_predictions_loss: 1251.0909 - logcount_predictions_loss: 5.2074 2050/2062 [============================>.] - ETA: 1s - loss: 1390.5735 - logits_profile_predictions_loss: 1251.0467 - logcount_predictions_loss: 5.2062 2051/2062 [============================>.] - ETA: 1s - loss: 1390.4981 - logits_profile_predictions_loss: 1251.0025 - logcount_predictions_loss: 5.2050 2052/2062 [============================>.] - ETA: 1s - loss: 1390.4227 - logits_profile_predictions_loss: 1250.9583 - logcount_predictions_loss: 5.2039 2053/2062 [============================>.] - ETA: 1s - loss: 1390.3474 - logits_profile_predictions_loss: 1250.9141 - logcount_predictions_loss: 5.2027 2054/2062 [============================>.] - ETA: 1s - loss: 1390.2721 - logits_profile_predictions_loss: 1250.8699 - logcount_predictions_loss: 5.2016 2055/2062 [============================>.] - ETA: 0s - loss: 1390.1969 - logits_profile_predictions_loss: 1250.8258 - logcount_predictions_loss: 5.2004 2056/2062 [============================>.] - ETA: 0s - loss: 1390.1217 - logits_profile_predictions_loss: 1250.7817 - logcount_predictions_loss: 5.1992 2057/2062 [============================>.] - ETA: 0s - loss: 1390.0466 - logits_profile_predictions_loss: 1250.7377 - logcount_predictions_loss: 5.1981 2058/2062 [============================>.] - ETA: 0s - loss: 1389.9716 - logits_profile_predictions_loss: 1250.6937 - logcount_predictions_loss: 5.1969 2059/2062 [============================>.] - ETA: 0s - loss: 1389.8966 - logits_profile_predictions_loss: 1250.6497 - logcount_predictions_loss: 5.1958 2060/2062 [============================>.] - ETA: 0s - loss: 1389.8217 - logits_profile_predictions_loss: 1250.6058 - 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[..............................] - ETA: 4:47 - loss: 1140.0794 - logits_profile_predictions_loss: 1108.8944 - logcount_predictions_loss: 1.1636 3/2062 [..............................] - ETA: 4:47 - loss: 1149.8409 - logits_profile_predictions_loss: 1117.4076 - logcount_predictions_loss: 1.2102 4/2062 [..............................] - ETA: 4:47 - loss: 1146.0074 - logits_profile_predictions_loss: 1113.2680 - logcount_predictions_loss: 1.2216 5/2062 [..............................] - ETA: 4:47 - loss: 1140.9678 - logits_profile_predictions_loss: 1108.1787 - logcount_predictions_loss: 1.2235 6/2062 [..............................] - ETA: 4:47 - loss: 1140.4231 - logits_profile_predictions_loss: 1107.5662 - logcount_predictions_loss: 1.2260 7/2062 [..............................] - ETA: 4:47 - loss: 1137.2197 - logits_profile_predictions_loss: 1104.3289 - logcount_predictions_loss: 1.2273 8/2062 [..............................] - ETA: 4:47 - loss: 1134.6957 - 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[..............................] - ETA: 4:46 - loss: 1112.9189 - logits_profile_predictions_loss: 1080.4230 - logcount_predictions_loss: 1.2125 16/2062 [..............................] - ETA: 4:46 - loss: 1109.8937 - logits_profile_predictions_loss: 1077.5188 - logcount_predictions_loss: 1.2080 17/2062 [..............................] - ETA: 4:46 - loss: 1107.1553 - logits_profile_predictions_loss: 1074.8918 - logcount_predictions_loss: 1.2039 18/2062 [..............................] - ETA: 4:46 - loss: 1104.9248 - logits_profile_predictions_loss: 1072.7605 - logcount_predictions_loss: 1.2002 19/2062 [..............................] - ETA: 4:45 - loss: 1102.6012 - logits_profile_predictions_loss: 1070.5653 - logcount_predictions_loss: 1.1954 20/2062 [..............................] - ETA: 4:45 - loss: 1100.1246 - logits_profile_predictions_loss: 1068.2208 - logcount_predictions_loss: 1.1904 21/2062 [..............................] - ETA: 4:45 - loss: 1098.0733 - logits_profile_predictions_loss: 1066.2865 - logcount_predictions_loss: 1.1861 22/2062 [..............................] - ETA: 4:45 - loss: 1096.3535 - logits_profile_predictions_loss: 1064.6839 - logcount_predictions_loss: 1.1817 23/2062 [..............................] - ETA: 4:45 - loss: 1094.9055 - logits_profile_predictions_loss: 1063.3301 - logcount_predictions_loss: 1.1782 24/2062 [..............................] - ETA: 4:45 - loss: 1093.0030 - logits_profile_predictions_loss: 1061.5189 - logcount_predictions_loss: 1.1748 25/2062 [..............................] - ETA: 4:45 - loss: 1091.4707 - logits_profile_predictions_loss: 1060.0681 - logcount_predictions_loss: 1.1717 26/2062 [..............................] - ETA: 4:44 - loss: 1090.0614 - logits_profile_predictions_loss: 1058.7362 - logcount_predictions_loss: 1.1689 27/2062 [..............................] - ETA: 4:44 - loss: 1088.8819 - logits_profile_predictions_loss: 1057.6256 - logcount_predictions_loss: 1.1663 28/2062 [..............................] - ETA: 4:44 - loss: 1087.6641 - logits_profile_predictions_loss: 1056.4572 - logcount_predictions_loss: 1.1644 29/2062 [..............................] - ETA: 4:44 - loss: 1086.4421 - logits_profile_predictions_loss: 1055.2885 - logcount_predictions_loss: 1.1624 30/2062 [..............................] - ETA: 4:44 - loss: 1085.4819 - logits_profile_predictions_loss: 1054.3686 - logcount_predictions_loss: 1.1609 31/2062 [..............................] - ETA: 4:44 - loss: 1084.7497 - logits_profile_predictions_loss: 1053.6732 - logcount_predictions_loss: 1.1596 32/2062 [..............................] - ETA: 4:43 - loss: 1084.0257 - logits_profile_predictions_loss: 1052.9782 - logcount_predictions_loss: 1.1585 33/2062 [..............................] - ETA: 4:43 - loss: 1083.4643 - logits_profile_predictions_loss: 1052.4470 - logcount_predictions_loss: 1.1574 34/2062 [..............................] - ETA: 4:43 - loss: 1082.9742 - 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[..............................] - ETA: 4:42 - loss: 1082.6507 - logits_profile_predictions_loss: 1051.8683 - logcount_predictions_loss: 1.1486 42/2062 [..............................] - ETA: 4:42 - loss: 1082.6892 - logits_profile_predictions_loss: 1051.9357 - logcount_predictions_loss: 1.1475 43/2062 [..............................] - ETA: 4:42 - loss: 1082.6762 - logits_profile_predictions_loss: 1051.9498 - logcount_predictions_loss: 1.1465 44/2062 [..............................] - ETA: 4:42 - loss: 1082.7081 - logits_profile_predictions_loss: 1052.0020 - logcount_predictions_loss: 1.1458 45/2062 [..............................] - ETA: 4:42 - loss: 1082.8994 - logits_profile_predictions_loss: 1052.2072 - logcount_predictions_loss: 1.1452 46/2062 [..............................] - ETA: 4:41 - loss: 1083.0486 - logits_profile_predictions_loss: 1052.3714 - logcount_predictions_loss: 1.1447 47/2062 [..............................] - ETA: 4:41 - loss: 1083.1986 - 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logits_profile_predictions_loss: 1060.9298 - logcount_predictions_loss: 1.1356 334/2062 [===>..........................] - ETA: 4:01 - loss: 1091.4007 - logits_profile_predictions_loss: 1060.9651 - logcount_predictions_loss: 1.1357 335/2062 [===>..........................] - ETA: 4:01 - loss: 1091.4371 - logits_profile_predictions_loss: 1061.0000 - logcount_predictions_loss: 1.1357 336/2062 [===>..........................] - ETA: 4:01 - loss: 1091.4726 - logits_profile_predictions_loss: 1061.0342 - logcount_predictions_loss: 1.1358 337/2062 [===>..........................] - ETA: 4:01 - loss: 1091.5074 - logits_profile_predictions_loss: 1061.0677 - logcount_predictions_loss: 1.1358 338/2062 [===>..........................] - ETA: 4:01 - loss: 1091.5405 - logits_profile_predictions_loss: 1061.0995 - logcount_predictions_loss: 1.1359 339/2062 [===>..........................] - ETA: 4:00 - loss: 1091.5725 - logits_profile_predictions_loss: 1061.1303 - logcount_predictions_loss: 1.1359 340/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6035 - logits_profile_predictions_loss: 1061.1602 - logcount_predictions_loss: 1.1359 341/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6346 - logits_profile_predictions_loss: 1061.1901 - logcount_predictions_loss: 1.1360 342/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6669 - logits_profile_predictions_loss: 1061.2214 - logcount_predictions_loss: 1.1360 343/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6998 - logits_profile_predictions_loss: 1061.2531 - logcount_predictions_loss: 1.1361 344/2062 [====>.........................] - ETA: 4:00 - loss: 1091.7328 - logits_profile_predictions_loss: 1061.2851 - logcount_predictions_loss: 1.1361 345/2062 [====>.........................] - ETA: 4:00 - loss: 1091.7667 - logits_profile_predictions_loss: 1061.3179 - logcount_predictions_loss: 1.1361 346/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8001 - logits_profile_predictions_loss: 1061.3504 - logcount_predictions_loss: 1.1362 347/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8311 - logits_profile_predictions_loss: 1061.3805 - logcount_predictions_loss: 1.1362 348/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8599 - logits_profile_predictions_loss: 1061.4085 - logcount_predictions_loss: 1.1362 349/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8891 - logits_profile_predictions_loss: 1061.4367 - logcount_predictions_loss: 1.1363 350/2062 [====>.........................] - ETA: 3:59 - loss: 1091.9208 - logits_profile_predictions_loss: 1061.4673 - logcount_predictions_loss: 1.1363 351/2062 [====>.........................] - ETA: 3:59 - loss: 1091.9541 - logits_profile_predictions_loss: 1061.4994 - logcount_predictions_loss: 1.1364 352/2062 [====>.........................] - ETA: 3:59 - loss: 1091.9868 - logits_profile_predictions_loss: 1061.5310 - logcount_predictions_loss: 1.1364 353/2062 [====>.........................] - ETA: 3:59 - loss: 1092.0213 - logits_profile_predictions_loss: 1061.5644 - logcount_predictions_loss: 1.1365 354/2062 [====>.........................] - ETA: 3:58 - loss: 1092.0569 - logits_profile_predictions_loss: 1061.5988 - logcount_predictions_loss: 1.1365 355/2062 [====>.........................] - ETA: 3:58 - loss: 1092.0915 - logits_profile_predictions_loss: 1061.6322 - logcount_predictions_loss: 1.1365 356/2062 [====>.........................] - ETA: 3:58 - loss: 1092.1256 - logits_profile_predictions_loss: 1061.6651 - logcount_predictions_loss: 1.1366 357/2062 [====>.........................] - ETA: 3:58 - loss: 1092.1595 - logits_profile_predictions_loss: 1061.6977 - logcount_predictions_loss: 1.1366 358/2062 [====>.........................] - ETA: 3:58 - loss: 1092.1916 - logits_profile_predictions_loss: 1061.7286 - logcount_predictions_loss: 1.1367 359/2062 [====>.........................] - ETA: 3:58 - loss: 1092.2234 - logits_profile_predictions_loss: 1061.7591 - logcount_predictions_loss: 1.1367 360/2062 [====>.........................] - ETA: 3:58 - loss: 1092.2566 - logits_profile_predictions_loss: 1061.7909 - logcount_predictions_loss: 1.1368 361/2062 [====>.........................] - ETA: 3:57 - loss: 1092.2906 - logits_profile_predictions_loss: 1061.8236 - logcount_predictions_loss: 1.1368 362/2062 [====>.........................] - ETA: 3:57 - loss: 1092.3242 - logits_profile_predictions_loss: 1061.8558 - logcount_predictions_loss: 1.1369 363/2062 [====>.........................] - ETA: 3:57 - loss: 1092.3555 - logits_profile_predictions_loss: 1061.8857 - logcount_predictions_loss: 1.1369 364/2062 [====>.........................] - ETA: 3:57 - loss: 1092.3865 - logits_profile_predictions_loss: 1061.9153 - logcount_predictions_loss: 1.1370 365/2062 [====>.........................] - ETA: 3:57 - loss: 1092.4177 - logits_profile_predictions_loss: 1061.9450 - logcount_predictions_loss: 1.1370 366/2062 [====>.........................] - ETA: 3:57 - loss: 1092.4501 - logits_profile_predictions_loss: 1061.9760 - logcount_predictions_loss: 1.1371 367/2062 [====>.........................] - ETA: 3:57 - loss: 1092.4821 - logits_profile_predictions_loss: 1062.0065 - logcount_predictions_loss: 1.1371 368/2062 [====>.........................] - ETA: 3:56 - loss: 1092.5134 - logits_profile_predictions_loss: 1062.0363 - logcount_predictions_loss: 1.1372 369/2062 [====>.........................] - ETA: 3:56 - loss: 1092.5466 - logits_profile_predictions_loss: 1062.0680 - logcount_predictions_loss: 1.1373 370/2062 [====>.........................] - ETA: 3:56 - loss: 1092.5810 - logits_profile_predictions_loss: 1062.1008 - logcount_predictions_loss: 1.1373 371/2062 [====>.........................] - ETA: 3:56 - loss: 1092.6148 - logits_profile_predictions_loss: 1062.1330 - logcount_predictions_loss: 1.1374 372/2062 [====>.........................] - ETA: 3:56 - loss: 1092.6476 - logits_profile_predictions_loss: 1062.1644 - logcount_predictions_loss: 1.1374 373/2062 [====>.........................] - ETA: 3:56 - loss: 1092.6812 - logits_profile_predictions_loss: 1062.1964 - logcount_predictions_loss: 1.1375 374/2062 [====>.........................] - ETA: 3:56 - loss: 1092.7169 - logits_profile_predictions_loss: 1062.2307 - logcount_predictions_loss: 1.1375 375/2062 [====>.........................] - ETA: 3:55 - loss: 1092.7518 - logits_profile_predictions_loss: 1062.2641 - logcount_predictions_loss: 1.1376 376/2062 [====>.........................] - ETA: 3:55 - loss: 1092.7877 - logits_profile_predictions_loss: 1062.2986 - logcount_predictions_loss: 1.1377 377/2062 [====>.........................] - ETA: 3:55 - loss: 1092.8237 - logits_profile_predictions_loss: 1062.3332 - logcount_predictions_loss: 1.1377 378/2062 [====>.........................] - ETA: 3:55 - loss: 1092.8602 - logits_profile_predictions_loss: 1062.3681 - logcount_predictions_loss: 1.1378 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logits_profile_predictions_loss: 1062.6069 - logcount_predictions_loss: 1.1381 386/2062 [====>.........................] - ETA: 3:54 - loss: 1093.1441 - logits_profile_predictions_loss: 1062.6408 - logcount_predictions_loss: 1.1382 387/2062 [====>.........................] - ETA: 3:54 - loss: 1093.1793 - logits_profile_predictions_loss: 1062.6747 - logcount_predictions_loss: 1.1382 388/2062 [====>.........................] - ETA: 3:54 - loss: 1093.2133 - logits_profile_predictions_loss: 1062.7074 - logcount_predictions_loss: 1.1383 389/2062 [====>.........................] - ETA: 3:53 - loss: 1093.2466 - logits_profile_predictions_loss: 1062.7396 - logcount_predictions_loss: 1.1383 390/2062 [====>.........................] - ETA: 3:53 - loss: 1093.2792 - logits_profile_predictions_loss: 1062.7710 - logcount_predictions_loss: 1.1384 391/2062 [====>.........................] - ETA: 3:53 - loss: 1093.3119 - logits_profile_predictions_loss: 1062.8025 - logcount_predictions_loss: 1.1384 392/2062 [====>.........................] - ETA: 3:53 - loss: 1093.3445 - logits_profile_predictions_loss: 1062.8339 - logcount_predictions_loss: 1.1385 393/2062 [====>.........................] - ETA: 3:53 - loss: 1093.3787 - logits_profile_predictions_loss: 1062.8670 - logcount_predictions_loss: 1.1385 394/2062 [====>.........................] - ETA: 3:53 - loss: 1093.4126 - logits_profile_predictions_loss: 1062.8997 - logcount_predictions_loss: 1.1385 395/2062 [====>.........................] - ETA: 3:53 - loss: 1093.4461 - logits_profile_predictions_loss: 1062.9320 - logcount_predictions_loss: 1.1386 396/2062 [====>.........................] - ETA: 3:53 - loss: 1093.4793 - logits_profile_predictions_loss: 1062.9641 - logcount_predictions_loss: 1.1386 397/2062 [====>.........................] - ETA: 3:52 - loss: 1093.5148 - logits_profile_predictions_loss: 1062.9985 - logcount_predictions_loss: 1.1387 398/2062 [====>.........................] - ETA: 3:52 - loss: 1093.5488 - logits_profile_predictions_loss: 1063.0314 - logcount_predictions_loss: 1.1387 399/2062 [====>.........................] - ETA: 3:52 - loss: 1093.5821 - logits_profile_predictions_loss: 1063.0636 - logcount_predictions_loss: 1.1387 400/2062 [====>.........................] - ETA: 3:52 - loss: 1093.6157 - logits_profile_predictions_loss: 1063.0962 - logcount_predictions_loss: 1.1388 401/2062 [====>.........................] - ETA: 3:52 - loss: 1093.6490 - logits_profile_predictions_loss: 1063.1284 - logcount_predictions_loss: 1.1388 402/2062 [====>.........................] - ETA: 3:52 - loss: 1093.6817 - logits_profile_predictions_loss: 1063.1600 - logcount_predictions_loss: 1.1389 403/2062 [====>.........................] - ETA: 3:52 - loss: 1093.7139 - logits_profile_predictions_loss: 1063.1910 - logcount_predictions_loss: 1.1389 404/2062 [====>.........................] - ETA: 3:51 - loss: 1093.7463 - logits_profile_predictions_loss: 1063.2223 - logcount_predictions_loss: 1.1390 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logits_profile_predictions_loss: 1063.4344 - logcount_predictions_loss: 1.1393 412/2062 [====>.........................] - ETA: 3:50 - loss: 1093.9977 - logits_profile_predictions_loss: 1063.4638 - logcount_predictions_loss: 1.1393 413/2062 [=====>........................] - ETA: 3:50 - loss: 1094.0286 - logits_profile_predictions_loss: 1063.4935 - logcount_predictions_loss: 1.1394 414/2062 [=====>........................] - ETA: 3:50 - loss: 1094.0599 - logits_profile_predictions_loss: 1063.5235 - logcount_predictions_loss: 1.1394 415/2062 [=====>........................] - ETA: 3:50 - loss: 1094.0922 - logits_profile_predictions_loss: 1063.5546 - logcount_predictions_loss: 1.1395 416/2062 [=====>........................] - ETA: 3:50 - loss: 1094.1236 - logits_profile_predictions_loss: 1063.5848 - logcount_predictions_loss: 1.1395 417/2062 [=====>........................] - ETA: 3:50 - loss: 1094.1563 - logits_profile_predictions_loss: 1063.6162 - logcount_predictions_loss: 1.1396 418/2062 [=====>........................] - ETA: 3:49 - loss: 1094.1895 - logits_profile_predictions_loss: 1063.6481 - logcount_predictions_loss: 1.1396 419/2062 [=====>........................] - ETA: 3:49 - loss: 1094.2233 - logits_profile_predictions_loss: 1063.6807 - logcount_predictions_loss: 1.1396 420/2062 [=====>........................] - ETA: 3:49 - loss: 1094.2558 - logits_profile_predictions_loss: 1063.7119 - logcount_predictions_loss: 1.1397 421/2062 [=====>........................] - ETA: 3:49 - loss: 1094.2889 - logits_profile_predictions_loss: 1063.7437 - logcount_predictions_loss: 1.1397 422/2062 [=====>........................] - ETA: 3:49 - loss: 1094.3221 - logits_profile_predictions_loss: 1063.7755 - logcount_predictions_loss: 1.1398 423/2062 [=====>........................] - ETA: 3:49 - loss: 1094.3561 - logits_profile_predictions_loss: 1063.8082 - logcount_predictions_loss: 1.1398 424/2062 [=====>........................] - ETA: 3:49 - loss: 1094.3896 - logits_profile_predictions_loss: 1063.8404 - logcount_predictions_loss: 1.1399 425/2062 [=====>........................] - ETA: 3:48 - loss: 1094.4225 - logits_profile_predictions_loss: 1063.8721 - logcount_predictions_loss: 1.1399 426/2062 [=====>........................] - ETA: 3:48 - loss: 1094.4545 - logits_profile_predictions_loss: 1063.9028 - logcount_predictions_loss: 1.1400 427/2062 [=====>........................] - ETA: 3:48 - loss: 1094.4868 - logits_profile_predictions_loss: 1063.9338 - logcount_predictions_loss: 1.1400 428/2062 [=====>........................] - ETA: 3:48 - loss: 1094.5188 - logits_profile_predictions_loss: 1063.9647 - logcount_predictions_loss: 1.1401 429/2062 [=====>........................] - ETA: 3:48 - loss: 1094.5506 - logits_profile_predictions_loss: 1063.9952 - logcount_predictions_loss: 1.1401 430/2062 [=====>........................] - ETA: 3:48 - loss: 1094.5823 - logits_profile_predictions_loss: 1064.0258 - logcount_predictions_loss: 1.1402 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logits_profile_predictions_loss: 1064.2422 - logcount_predictions_loss: 1.1405 438/2062 [=====>........................] - ETA: 3:47 - loss: 1094.8388 - logits_profile_predictions_loss: 1064.2734 - logcount_predictions_loss: 1.1405 439/2062 [=====>........................] - ETA: 3:47 - loss: 1094.8710 - logits_profile_predictions_loss: 1064.3046 - logcount_predictions_loss: 1.1405 440/2062 [=====>........................] - ETA: 3:46 - loss: 1094.9017 - logits_profile_predictions_loss: 1064.3344 - logcount_predictions_loss: 1.1406 441/2062 [=====>........................] - ETA: 3:46 - loss: 1094.9322 - logits_profile_predictions_loss: 1064.3640 - logcount_predictions_loss: 1.1406 442/2062 [=====>........................] - ETA: 3:46 - loss: 1094.9617 - logits_profile_predictions_loss: 1064.3926 - logcount_predictions_loss: 1.1406 443/2062 [=====>........................] - ETA: 3:46 - loss: 1094.9914 - logits_profile_predictions_loss: 1064.4214 - logcount_predictions_loss: 1.1407 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277/2062 [===>..........................] - ETA: 4:08 - loss: 1059.5527 - logits_profile_predictions_loss: 1033.1742 - logcount_predictions_loss: 0.9843 278/2062 [===>..........................] - ETA: 4:08 - loss: 1059.5663 - logits_profile_predictions_loss: 1033.1862 - logcount_predictions_loss: 0.9843 279/2062 [===>..........................] - ETA: 4:08 - loss: 1059.5808 - logits_profile_predictions_loss: 1033.1991 - logcount_predictions_loss: 0.9844 280/2062 [===>..........................] - ETA: 4:07 - loss: 1059.5963 - logits_profile_predictions_loss: 1033.2131 - logcount_predictions_loss: 0.9845 281/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6085 - logits_profile_predictions_loss: 1033.2237 - logcount_predictions_loss: 0.9845 282/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6188 - logits_profile_predictions_loss: 1033.2325 - logcount_predictions_loss: 0.9846 283/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6283 - logits_profile_predictions_loss: 1033.2405 - logcount_predictions_loss: 0.9846 284/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6387 - logits_profile_predictions_loss: 1033.2493 - logcount_predictions_loss: 0.9847 285/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6489 - logits_profile_predictions_loss: 1033.2578 - logcount_predictions_loss: 0.9847 286/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6587 - logits_profile_predictions_loss: 1033.2658 - logcount_predictions_loss: 0.9848 287/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6686 - logits_profile_predictions_loss: 1033.2741 - logcount_predictions_loss: 0.9849 288/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6784 - logits_profile_predictions_loss: 1033.2822 - logcount_predictions_loss: 0.9849 289/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6875 - logits_profile_predictions_loss: 1033.2896 - logcount_predictions_loss: 0.9850 290/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6971 - logits_profile_predictions_loss: 1033.2975 - logcount_predictions_loss: 0.9851 291/2062 [===>..........................] - ETA: 4:06 - loss: 1059.7075 - logits_profile_predictions_loss: 1033.3062 - logcount_predictions_loss: 0.9851 292/2062 [===>..........................] - ETA: 4:06 - loss: 1059.7168 - logits_profile_predictions_loss: 1033.3137 - logcount_predictions_loss: 0.9852 293/2062 [===>..........................] - ETA: 4:06 - loss: 1059.7273 - logits_profile_predictions_loss: 1033.3224 - logcount_predictions_loss: 0.9853 294/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7358 - logits_profile_predictions_loss: 1033.3291 - logcount_predictions_loss: 0.9853 295/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7419 - logits_profile_predictions_loss: 1033.3336 - logcount_predictions_loss: 0.9854 296/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7479 - logits_profile_predictions_loss: 1033.3380 - logcount_predictions_loss: 0.9854 297/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7549 - logits_profile_predictions_loss: 1033.3434 - logcount_predictions_loss: 0.9855 298/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7615 - logits_profile_predictions_loss: 1033.3484 - logcount_predictions_loss: 0.9856 299/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7667 - logits_profile_predictions_loss: 1033.3520 - logcount_predictions_loss: 0.9856 300/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7724 - logits_profile_predictions_loss: 1033.3561 - logcount_predictions_loss: 0.9857 301/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7769 - logits_profile_predictions_loss: 1033.3590 - logcount_predictions_loss: 0.9857 302/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7808 - logits_profile_predictions_loss: 1033.3614 - logcount_predictions_loss: 0.9858 303/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7842 - logits_profile_predictions_loss: 1033.3633 - logcount_predictions_loss: 0.9859 304/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7866 - logits_profile_predictions_loss: 1033.3643 - logcount_predictions_loss: 0.9859 305/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7878 - logits_profile_predictions_loss: 1033.3641 - logcount_predictions_loss: 0.9860 306/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7885 - logits_profile_predictions_loss: 1033.3632 - logcount_predictions_loss: 0.9860 307/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7889 - logits_profile_predictions_loss: 1033.3621 - logcount_predictions_loss: 0.9861 308/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7893 - logits_profile_predictions_loss: 1033.3610 - logcount_predictions_loss: 0.9861 309/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7892 - logits_profile_predictions_loss: 1033.3594 - logcount_predictions_loss: 0.9862 310/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7895 - logits_profile_predictions_loss: 1033.3581 - logcount_predictions_loss: 0.9862 311/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7907 - logits_profile_predictions_loss: 1033.3576 - logcount_predictions_loss: 0.9863 312/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7929 - logits_profile_predictions_loss: 1033.3581 - logcount_predictions_loss: 0.9864 313/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7947 - logits_profile_predictions_loss: 1033.3583 - logcount_predictions_loss: 0.9864 314/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7966 - logits_profile_predictions_loss: 1033.3585 - logcount_predictions_loss: 0.9865 315/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7967 - logits_profile_predictions_loss: 1033.3570 - logcount_predictions_loss: 0.9866 316/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7970 - logits_profile_predictions_loss: 1033.3557 - logcount_predictions_loss: 0.9866 317/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7969 - logits_profile_predictions_loss: 1033.3540 - logcount_predictions_loss: 0.9867 318/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7943 - logits_profile_predictions_loss: 1033.3499 - logcount_predictions_loss: 0.9867 319/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7920 - logits_profile_predictions_loss: 1033.3461 - logcount_predictions_loss: 0.9868 320/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7929 - logits_profile_predictions_loss: 1033.3454 - logcount_predictions_loss: 0.9868 321/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7916 - logits_profile_predictions_loss: 1033.3426 - logcount_predictions_loss: 0.9869 322/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7887 - logits_profile_predictions_loss: 1033.3381 - logcount_predictions_loss: 0.9870 323/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7879 - logits_profile_predictions_loss: 1033.3358 - logcount_predictions_loss: 0.9870 324/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7861 - logits_profile_predictions_loss: 1033.3324 - logcount_predictions_loss: 0.9871 325/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7861 - logits_profile_predictions_loss: 1033.3309 - logcount_predictions_loss: 0.9871 326/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7863 - logits_profile_predictions_loss: 1033.3294 - logcount_predictions_loss: 0.9872 327/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7884 - logits_profile_predictions_loss: 1033.3299 - logcount_predictions_loss: 0.9873 328/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7937 - logits_profile_predictions_loss: 1033.3334 - logcount_predictions_loss: 0.9873 329/2062 [===>..........................] - ETA: 4:00 - loss: 1059.7985 - logits_profile_predictions_loss: 1033.3364 - logcount_predictions_loss: 0.9874 330/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8038 - logits_profile_predictions_loss: 1033.3401 - logcount_predictions_loss: 0.9875 331/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8078 - logits_profile_predictions_loss: 1033.3424 - logcount_predictions_loss: 0.9875 332/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8108 - logits_profile_predictions_loss: 1033.3438 - logcount_predictions_loss: 0.9876 333/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8135 - logits_profile_predictions_loss: 1033.3447 - logcount_predictions_loss: 0.9876 334/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8174 - logits_profile_predictions_loss: 1033.3470 - logcount_predictions_loss: 0.9877 335/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8220 - logits_profile_predictions_loss: 1033.3498 - logcount_predictions_loss: 0.9878 336/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8261 - logits_profile_predictions_loss: 1033.3522 - logcount_predictions_loss: 0.9878 337/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8303 - logits_profile_predictions_loss: 1033.3548 - logcount_predictions_loss: 0.9879 338/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8342 - logits_profile_predictions_loss: 1033.3571 - logcount_predictions_loss: 0.9880 339/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8381 - logits_profile_predictions_loss: 1033.3593 - logcount_predictions_loss: 0.9880 340/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8405 - logits_profile_predictions_loss: 1033.3601 - logcount_predictions_loss: 0.9881 341/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8406 - logits_profile_predictions_loss: 1033.3586 - logcount_predictions_loss: 0.9881 342/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8417 - logits_profile_predictions_loss: 1033.3581 - logcount_predictions_loss: 0.9882 343/2062 [===>..........................] - ETA: 3:58 - loss: 1059.8430 - logits_profile_predictions_loss: 1033.3577 - logcount_predictions_loss: 0.9883 344/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8435 - logits_profile_predictions_loss: 1033.3566 - logcount_predictions_loss: 0.9883 345/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8439 - logits_profile_predictions_loss: 1033.3553 - logcount_predictions_loss: 0.9884 346/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8436 - logits_profile_predictions_loss: 1033.3534 - logcount_predictions_loss: 0.9884 347/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8430 - logits_profile_predictions_loss: 1033.3512 - logcount_predictions_loss: 0.9885 348/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8426 - logits_profile_predictions_loss: 1033.3492 - logcount_predictions_loss: 0.9886 349/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8429 - logits_profile_predictions_loss: 1033.3479 - logcount_predictions_loss: 0.9886 350/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8441 - logits_profile_predictions_loss: 1033.3475 - logcount_predictions_loss: 0.9887 351/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8458 - logits_profile_predictions_loss: 1033.3477 - logcount_predictions_loss: 0.9887 352/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8462 - logits_profile_predictions_loss: 1033.3465 - logcount_predictions_loss: 0.9888 353/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8495 - logits_profile_predictions_loss: 1033.3483 - logcount_predictions_loss: 0.9888 354/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8518 - logits_profile_predictions_loss: 1033.3491 - logcount_predictions_loss: 0.9889 355/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8540 - logits_profile_predictions_loss: 1033.3498 - logcount_predictions_loss: 0.9890 356/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8556 - logits_profile_predictions_loss: 1033.3499 - logcount_predictions_loss: 0.9890 357/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8554 - logits_profile_predictions_loss: 1033.3482 - logcount_predictions_loss: 0.9891 358/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3460 - logcount_predictions_loss: 0.9891 359/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8525 - logits_profile_predictions_loss: 1033.3422 - logcount_predictions_loss: 0.9892 360/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8514 - logits_profile_predictions_loss: 1033.3394 - logcount_predictions_loss: 0.9893 361/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8496 - logits_profile_predictions_loss: 1033.3361 - logcount_predictions_loss: 0.9893 362/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8489 - logits_profile_predictions_loss: 1033.3337 - logcount_predictions_loss: 0.9894 363/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8488 - logits_profile_predictions_loss: 1033.3319 - logcount_predictions_loss: 0.9894 364/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8495 - logits_profile_predictions_loss: 1033.3308 - logcount_predictions_loss: 0.9895 365/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8505 - logits_profile_predictions_loss: 1033.3302 - logcount_predictions_loss: 0.9896 366/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8513 - logits_profile_predictions_loss: 1033.3294 - logcount_predictions_loss: 0.9896 367/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8520 - logits_profile_predictions_loss: 1033.3285 - logcount_predictions_loss: 0.9897 368/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8540 - logits_profile_predictions_loss: 1033.3288 - logcount_predictions_loss: 0.9897 369/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8547 - logits_profile_predictions_loss: 1033.3281 - logcount_predictions_loss: 0.9898 370/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8542 - logits_profile_predictions_loss: 1033.3260 - logcount_predictions_loss: 0.9899 371/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3250 - logcount_predictions_loss: 0.9899 372/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8543 - logits_profile_predictions_loss: 1033.3230 - logcount_predictions_loss: 0.9900 373/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8544 - logits_profile_predictions_loss: 1033.3214 - logcount_predictions_loss: 0.9900 374/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3204 - logcount_predictions_loss: 0.9901 375/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8549 - logits_profile_predictions_loss: 1033.3188 - logcount_predictions_loss: 0.9902 376/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8541 - logits_profile_predictions_loss: 1033.3165 - logcount_predictions_loss: 0.9902 377/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3156 - logcount_predictions_loss: 0.9903 378/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8559 - logits_profile_predictions_loss: 1033.3152 - logcount_predictions_loss: 0.9903 379/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8571 - logits_profile_predictions_loss: 1033.3149 - logcount_predictions_loss: 0.9904 380/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8580 - logits_profile_predictions_loss: 1033.3143 - logcount_predictions_loss: 0.9904 381/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8594 - logits_profile_predictions_loss: 1033.3141 - logcount_predictions_loss: 0.9905 382/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8599 - logits_profile_predictions_loss: 1033.3131 - logcount_predictions_loss: 0.9905 383/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8618 - logits_profile_predictions_loss: 1033.3136 - logcount_predictions_loss: 0.9906 384/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8650 - logits_profile_predictions_loss: 1033.3155 - logcount_predictions_loss: 0.9907 385/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8685 - logits_profile_predictions_loss: 1033.3175 - logcount_predictions_loss: 0.9907 386/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8707 - logits_profile_predictions_loss: 1033.3184 - logcount_predictions_loss: 0.9908 387/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8721 - logits_profile_predictions_loss: 1033.3186 - logcount_predictions_loss: 0.9908 388/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8739 - logits_profile_predictions_loss: 1033.3191 - logcount_predictions_loss: 0.9909 389/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8766 - logits_profile_predictions_loss: 1033.3206 - logcount_predictions_loss: 0.9909 390/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8791 - logits_profile_predictions_loss: 1033.3219 - logcount_predictions_loss: 0.9909 391/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8819 - logits_profile_predictions_loss: 1033.3233 - logcount_predictions_loss: 0.9910 392/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8841 - logits_profile_predictions_loss: 1033.3242 - logcount_predictions_loss: 0.9910 393/2062 [====>.........................] - ETA: 3:52 - loss: 1059.8867 - logits_profile_predictions_loss: 1033.3254 - logcount_predictions_loss: 0.9911 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logits_profile_predictions_loss: 1033.3335 - logcount_predictions_loss: 0.9914 401/2062 [====>.........................] - ETA: 3:50 - loss: 1059.9057 - logits_profile_predictions_loss: 1033.3344 - logcount_predictions_loss: 0.9915 402/2062 [====>.........................] - ETA: 3:50 - loss: 1059.9056 - logits_profile_predictions_loss: 1033.3333 - logcount_predictions_loss: 0.9915 403/2062 [====>.........................] - ETA: 3:50 - loss: 1059.9054 - logits_profile_predictions_loss: 1033.3321 - logcount_predictions_loss: 0.9915 404/2062 [====>.........................] - ETA: 3:50 - loss: 1059.9041 - logits_profile_predictions_loss: 1033.3297 - logcount_predictions_loss: 0.9916 405/2062 [====>.........................] - ETA: 3:50 - loss: 1059.9020 - logits_profile_predictions_loss: 1033.3265 - logcount_predictions_loss: 0.9916 406/2062 [====>.........................] - ETA: 3:50 - loss: 1059.9002 - logits_profile_predictions_loss: 1033.3238 - logcount_predictions_loss: 0.9917 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loss: 1055.1767 - logits_profile_predictions_loss: 1028.2168 - logcount_predictions_loss: 1.0059 2039/2062 [============================>.] - ETA: 3s - loss: 1055.1756 - logits_profile_predictions_loss: 1028.2158 - logcount_predictions_loss: 1.0059 2040/2062 [============================>.] - ETA: 3s - loss: 1055.1746 - logits_profile_predictions_loss: 1028.2149 - logcount_predictions_loss: 1.0059 2041/2062 [============================>.] - ETA: 2s - loss: 1055.1736 - logits_profile_predictions_loss: 1028.2140 - logcount_predictions_loss: 1.0059 2042/2062 [============================>.] - ETA: 2s - loss: 1055.1727 - logits_profile_predictions_loss: 1028.2132 - logcount_predictions_loss: 1.0059 2043/2062 [============================>.] - ETA: 2s - loss: 1055.1717 - logits_profile_predictions_loss: 1028.2124 - logcount_predictions_loss: 1.0059 2044/2062 [============================>.] - ETA: 2s - loss: 1055.1708 - logits_profile_predictions_loss: 1028.2116 - logcount_predictions_loss: 1.0059 2045/2062 [============================>.] - ETA: 2s - loss: 1055.1698 - logits_profile_predictions_loss: 1028.2107 - logcount_predictions_loss: 1.0059 2046/2062 [============================>.] - ETA: 2s - loss: 1055.1689 - logits_profile_predictions_loss: 1028.2099 - logcount_predictions_loss: 1.0059 2047/2062 [============================>.] - ETA: 2s - loss: 1055.1680 - logits_profile_predictions_loss: 1028.2091 - logcount_predictions_loss: 1.0059 2048/2062 [============================>.] - ETA: 1s - loss: 1055.1671 - logits_profile_predictions_loss: 1028.2083 - logcount_predictions_loss: 1.0059 2049/2062 [============================>.] - ETA: 1s - loss: 1055.1662 - logits_profile_predictions_loss: 1028.2075 - logcount_predictions_loss: 1.0059 2050/2062 [============================>.] - ETA: 1s - loss: 1055.1653 - logits_profile_predictions_loss: 1028.2067 - logcount_predictions_loss: 1.0059 2051/2062 [============================>.] - ETA: 1s - loss: 1055.1643 - logits_profile_predictions_loss: 1028.2059 - logcount_predictions_loss: 1.0059 2052/2062 [============================>.] - ETA: 1s - loss: 1055.1633 - logits_profile_predictions_loss: 1028.2050 - logcount_predictions_loss: 1.0059 2053/2062 [============================>.] - ETA: 1s - loss: 1055.1623 - logits_profile_predictions_loss: 1028.2042 - logcount_predictions_loss: 1.0059 2054/2062 [============================>.] - ETA: 1s - loss: 1055.1614 - logits_profile_predictions_loss: 1028.2033 - logcount_predictions_loss: 1.0059 2055/2062 [============================>.] - ETA: 0s - loss: 1055.1604 - logits_profile_predictions_loss: 1028.2025 - logcount_predictions_loss: 1.0059 2056/2062 [============================>.] - ETA: 0s - loss: 1055.1595 - logits_profile_predictions_loss: 1028.2017 - logcount_predictions_loss: 1.0059 2057/2062 [============================>.] - ETA: 0s - loss: 1055.1585 - logits_profile_predictions_loss: 1028.2008 - logcount_predictions_loss: 1.0059 2058/2062 [============================>.] - ETA: 0s - loss: 1055.1575 - logits_profile_predictions_loss: 1028.1999 - logcount_predictions_loss: 1.0059 2059/2062 [============================>.] - ETA: 0s - loss: 1055.1565 - logits_profile_predictions_loss: 1028.1991 - logcount_predictions_loss: 1.0059 2060/2062 [============================>.] - ETA: 0s - loss: 1055.1556 - logits_profile_predictions_loss: 1028.1982 - logcount_predictions_loss: 1.0059 2061/2062 [============================>.] - ETA: 0s - loss: 1055.1546 - logits_profile_predictions_loss: 1028.1974 - logcount_predictions_loss: 1.0058 2062/2062 [==============================] - ETA: 0s - loss: 1055.1537 - logits_profile_predictions_loss: 1028.1966 - logcount_predictions_loss: 1.0058 2062/2062 [==============================] - 298s 145ms/step - loss: 1055.1528 - logits_profile_predictions_loss: 1028.1958 - logcount_predictions_loss: 1.0058 - val_loss: 1073.5089 - val_logits_profile_predictions_loss: 1043.1976 - val_logcount_predictions_loss: 1.1310 + +Epoch 00003: val_loss did not improve from 1069.99487 +Epoch 4/50 + 1/2062 [..............................] - ETA: 5:21 - loss: 1124.8784 - logits_profile_predictions_loss: 1096.7941 - logcount_predictions_loss: 1.0479 2/2062 [..............................] - ETA: 4:58 - loss: 1090.0128 - logits_profile_predictions_loss: 1061.1035 - logcount_predictions_loss: 1.0787 3/2062 [..............................] - ETA: 4:51 - loss: 1060.0923 - logits_profile_predictions_loss: 1030.1395 - logcount_predictions_loss: 1.1176 4/2062 [..............................] - ETA: 4:49 - loss: 1030.7190 - logits_profile_predictions_loss: 1000.6732 - logcount_predictions_loss: 1.1211 5/2062 [..............................] - ETA: 4:48 - loss: 1007.2922 - logits_profile_predictions_loss: 977.6151 - logcount_predictions_loss: 1.1074  6/2062 [..............................] - ETA: 4:47 - loss: 997.9728 - logits_profile_predictions_loss: 968.1886 - logcount_predictions_loss: 1.1114  7/2062 [..............................] - ETA: 4:47 - loss: 991.0723 - logits_profile_predictions_loss: 961.2020 - logcount_predictions_loss: 1.1146 8/2062 [..............................] - ETA: 4:46 - loss: 983.2713 - logits_profile_predictions_loss: 953.4890 - logcount_predictions_loss: 1.1113 9/2062 [..............................] - ETA: 4:46 - loss: 978.5503 - logits_profile_predictions_loss: 948.8081 - logcount_predictions_loss: 1.1098 10/2062 [..............................] - ETA: 4:46 - loss: 975.2213 - logits_profile_predictions_loss: 945.6287 - logcount_predictions_loss: 1.1042 11/2062 [..............................] - ETA: 4:45 - loss: 974.0572 - logits_profile_predictions_loss: 944.5804 - logcount_predictions_loss: 1.0999 12/2062 [..............................] - ETA: 4:45 - loss: 974.7566 - logits_profile_predictions_loss: 945.3868 - logcount_predictions_loss: 1.0959 13/2062 [..............................] - ETA: 4:45 - loss: 975.4370 - logits_profile_predictions_loss: 946.1341 - logcount_predictions_loss: 1.0934 14/2062 [..............................] - ETA: 4:44 - loss: 976.4276 - logits_profile_predictions_loss: 947.1722 - logcount_predictions_loss: 1.0916 15/2062 [..............................] - ETA: 4:44 - loss: 977.7216 - logits_profile_predictions_loss: 948.5164 - logcount_predictions_loss: 1.0897 16/2062 [..............................] - ETA: 4:44 - loss: 978.4731 - logits_profile_predictions_loss: 949.3289 - logcount_predictions_loss: 1.0875 17/2062 [..............................] - ETA: 4:44 - loss: 979.0406 - logits_profile_predictions_loss: 949.9504 - logcount_predictions_loss: 1.0855 18/2062 [..............................] - ETA: 4:44 - loss: 979.4159 - logits_profile_predictions_loss: 950.3735 - logcount_predictions_loss: 1.0837 19/2062 [..............................] - ETA: 4:44 - loss: 979.7582 - logits_profile_predictions_loss: 950.7749 - logcount_predictions_loss: 1.0815 20/2062 [..............................] - ETA: 4:43 - loss: 980.6928 - logits_profile_predictions_loss: 951.7497 - logcount_predictions_loss: 1.0800 21/2062 [..............................] - ETA: 4:43 - loss: 981.9667 - logits_profile_predictions_loss: 953.0822 - logcount_predictions_loss: 1.0778 22/2062 [..............................] - ETA: 4:43 - loss: 984.0364 - logits_profile_predictions_loss: 955.1938 - logcount_predictions_loss: 1.0762 23/2062 [..............................] - ETA: 4:43 - loss: 986.0731 - logits_profile_predictions_loss: 957.2670 - logcount_predictions_loss: 1.0749 24/2062 [..............................] - ETA: 4:43 - loss: 987.9931 - logits_profile_predictions_loss: 959.2201 - logcount_predictions_loss: 1.0736 25/2062 [..............................] - ETA: 4:43 - loss: 989.5426 - logits_profile_predictions_loss: 960.8023 - logcount_predictions_loss: 1.0724 26/2062 [..............................] - ETA: 4:42 - loss: 991.1750 - logits_profile_predictions_loss: 962.4616 - logcount_predictions_loss: 1.0714 27/2062 [..............................] - ETA: 4:42 - loss: 992.6976 - logits_profile_predictions_loss: 964.0012 - logcount_predictions_loss: 1.0708 28/2062 [..............................] - ETA: 4:42 - loss: 994.2866 - logits_profile_predictions_loss: 965.5986 - logcount_predictions_loss: 1.0704 29/2062 [..............................] - ETA: 4:42 - loss: 995.6363 - logits_profile_predictions_loss: 966.9642 - logcount_predictions_loss: 1.0699 30/2062 [..............................] - ETA: 4:42 - loss: 996.7584 - logits_profile_predictions_loss: 968.1017 - logcount_predictions_loss: 1.0693 31/2062 [..............................] - ETA: 4:42 - loss: 997.8783 - logits_profile_predictions_loss: 969.2388 - logcount_predictions_loss: 1.0686 32/2062 [..............................] - ETA: 4:42 - loss: 999.0739 - logits_profile_predictions_loss: 970.4587 - logcount_predictions_loss: 1.0677 33/2062 [..............................] - ETA: 4:41 - loss: 1000.2530 - logits_profile_predictions_loss: 971.6698 - logcount_predictions_loss: 1.0665 34/2062 [..............................] - ETA: 4:41 - loss: 1001.4564 - logits_profile_predictions_loss: 972.9055 - logcount_predictions_loss: 1.0653 35/2062 [..............................] - ETA: 4:41 - loss: 1002.4133 - logits_profile_predictions_loss: 973.8948 - logcount_predictions_loss: 1.0641 36/2062 [..............................] - ETA: 4:41 - loss: 1003.2935 - logits_profile_predictions_loss: 974.8077 - logcount_predictions_loss: 1.0629 37/2062 [..............................] - ETA: 4:41 - loss: 1004.1023 - logits_profile_predictions_loss: 975.6466 - logcount_predictions_loss: 1.0618 38/2062 [..............................] - ETA: 4:41 - loss: 1004.7942 - logits_profile_predictions_loss: 976.3664 - logcount_predictions_loss: 1.0607 39/2062 [..............................] - ETA: 4:41 - loss: 1005.4958 - logits_profile_predictions_loss: 977.0923 - logcount_predictions_loss: 1.0598 40/2062 [..............................] - ETA: 4:40 - loss: 1006.1554 - logits_profile_predictions_loss: 977.7801 - logcount_predictions_loss: 1.0588 41/2062 [..............................] - ETA: 4:40 - loss: 1006.7359 - logits_profile_predictions_loss: 978.3879 - logcount_predictions_loss: 1.0578 42/2062 [..............................] - ETA: 4:40 - loss: 1007.2806 - logits_profile_predictions_loss: 978.9619 - logcount_predictions_loss: 1.0567 43/2062 [..............................] - ETA: 4:40 - loss: 1007.6857 - logits_profile_predictions_loss: 979.3953 - logcount_predictions_loss: 1.0556 44/2062 [..............................] - ETA: 4:40 - loss: 1008.0736 - logits_profile_predictions_loss: 979.8121 - logcount_predictions_loss: 1.0545 45/2062 [..............................] - ETA: 4:40 - loss: 1008.3894 - logits_profile_predictions_loss: 980.1522 - logcount_predictions_loss: 1.0536 46/2062 [..............................] - ETA: 4:39 - loss: 1008.6459 - logits_profile_predictions_loss: 980.4319 - logcount_predictions_loss: 1.0528 47/2062 [..............................] - ETA: 4:39 - loss: 1008.8221 - logits_profile_predictions_loss: 980.6311 - logcount_predictions_loss: 1.0519 48/2062 [..............................] - ETA: 4:39 - loss: 1008.9634 - logits_profile_predictions_loss: 980.7881 - logcount_predictions_loss: 1.0513 49/2062 [..............................] - ETA: 4:39 - loss: 1009.1767 - logits_profile_predictions_loss: 981.0116 - logcount_predictions_loss: 1.0509 50/2062 [..............................] - ETA: 4:39 - loss: 1009.3063 - logits_profile_predictions_loss: 981.1510 - logcount_predictions_loss: 1.0506 51/2062 [..............................] - ETA: 4:39 - loss: 1009.5022 - logits_profile_predictions_loss: 981.3565 - logcount_predictions_loss: 1.0502 52/2062 [..............................] - ETA: 4:39 - loss: 1009.6884 - logits_profile_predictions_loss: 981.5544 - logcount_predictions_loss: 1.0498 53/2062 [..............................] - ETA: 4:39 - loss: 1009.8534 - logits_profile_predictions_loss: 981.7310 - logcount_predictions_loss: 1.0493 54/2062 [..............................] - ETA: 4:38 - loss: 1010.0677 - logits_profile_predictions_loss: 981.9559 - logcount_predictions_loss: 1.0489 55/2062 [..............................] - ETA: 4:38 - loss: 1010.2921 - logits_profile_predictions_loss: 982.1881 - logcount_predictions_loss: 1.0487 56/2062 [..............................] - ETA: 4:38 - loss: 1010.5252 - logits_profile_predictions_loss: 982.4307 - logcount_predictions_loss: 1.0483 57/2062 [..............................] - ETA: 4:38 - loss: 1010.7863 - logits_profile_predictions_loss: 982.7014 - logcount_predictions_loss: 1.0479 58/2062 [..............................] - ETA: 4:38 - loss: 1011.0429 - logits_profile_predictions_loss: 982.9684 - logcount_predictions_loss: 1.0476 59/2062 [..............................] - ETA: 4:38 - loss: 1011.3002 - logits_profile_predictions_loss: 983.2352 - logcount_predictions_loss: 1.0472 60/2062 [..............................] - ETA: 4:38 - loss: 1011.5573 - logits_profile_predictions_loss: 983.4998 - logcount_predictions_loss: 1.0469 61/2062 [..............................] - ETA: 4:37 - loss: 1011.7938 - logits_profile_predictions_loss: 983.7432 - logcount_predictions_loss: 1.0467 62/2062 [..............................] - ETA: 4:37 - loss: 1012.0513 - logits_profile_predictions_loss: 984.0054 - logcount_predictions_loss: 1.0465 63/2062 [..............................] - ETA: 4:37 - loss: 1012.2631 - logits_profile_predictions_loss: 984.2230 - logcount_predictions_loss: 1.0463 64/2062 [..............................] - ETA: 4:37 - loss: 1012.4542 - logits_profile_predictions_loss: 984.4199 - logcount_predictions_loss: 1.0461 65/2062 [..............................] - ETA: 4:37 - loss: 1012.6517 - logits_profile_predictions_loss: 984.6244 - logcount_predictions_loss: 1.0458 66/2062 [..............................] - ETA: 4:37 - loss: 1012.8839 - logits_profile_predictions_loss: 984.8630 - logcount_predictions_loss: 1.0456 67/2062 [..............................] - ETA: 4:36 - loss: 1013.1407 - logits_profile_predictions_loss: 985.1239 - logcount_predictions_loss: 1.0454 68/2062 [..............................] - ETA: 4:36 - loss: 1013.3850 - logits_profile_predictions_loss: 985.3734 - logcount_predictions_loss: 1.0452 69/2062 [>.............................] - ETA: 4:36 - loss: 1013.5837 - logits_profile_predictions_loss: 985.5784 - logcount_predictions_loss: 1.0450 70/2062 [>.............................] - ETA: 4:36 - loss: 1013.7858 - logits_profile_predictions_loss: 985.7872 - logcount_predictions_loss: 1.0447 71/2062 [>.............................] - ETA: 4:36 - loss: 1013.9665 - logits_profile_predictions_loss: 985.9755 - logcount_predictions_loss: 1.0444 72/2062 [>.............................] - ETA: 4:36 - loss: 1014.1246 - logits_profile_predictions_loss: 986.1427 - logcount_predictions_loss: 1.0441 73/2062 [>.............................] - ETA: 4:36 - loss: 1014.2672 - logits_profile_predictions_loss: 986.2951 - logcount_predictions_loss: 1.0437 74/2062 [>.............................] - ETA: 4:36 - loss: 1014.4174 - logits_profile_predictions_loss: 986.4546 - logcount_predictions_loss: 1.0434 75/2062 [>.............................] - ETA: 4:35 - loss: 1014.5992 - logits_profile_predictions_loss: 986.6462 - logcount_predictions_loss: 1.0430 76/2062 [>.............................] - ETA: 4:35 - loss: 1014.7812 - logits_profile_predictions_loss: 986.8369 - logcount_predictions_loss: 1.0427 77/2062 [>.............................] - ETA: 4:35 - loss: 1014.9329 - logits_profile_predictions_loss: 986.9972 - logcount_predictions_loss: 1.0424 78/2062 [>.............................] - ETA: 4:35 - loss: 1015.0992 - logits_profile_predictions_loss: 987.1715 - logcount_predictions_loss: 1.0421 79/2062 [>.............................] - ETA: 4:35 - loss: 1015.2455 - logits_profile_predictions_loss: 987.3255 - logcount_predictions_loss: 1.0418 80/2062 [>.............................] - ETA: 4:35 - loss: 1015.4069 - logits_profile_predictions_loss: 987.4954 - logcount_predictions_loss: 1.0415 81/2062 [>.............................] - ETA: 4:35 - loss: 1015.5872 - logits_profile_predictions_loss: 987.6851 - logcount_predictions_loss: 1.0411 82/2062 [>.............................] - ETA: 4:34 - loss: 1015.7593 - logits_profile_predictions_loss: 987.8671 - logcount_predictions_loss: 1.0407 83/2062 [>.............................] - ETA: 4:34 - loss: 1015.9287 - logits_profile_predictions_loss: 988.0475 - logcount_predictions_loss: 1.0403 84/2062 [>.............................] - ETA: 4:34 - loss: 1016.0820 - logits_profile_predictions_loss: 988.2125 - logcount_predictions_loss: 1.0399 85/2062 [>.............................] - ETA: 4:34 - loss: 1016.2210 - logits_profile_predictions_loss: 988.3634 - logcount_predictions_loss: 1.0395 86/2062 [>.............................] - ETA: 4:34 - loss: 1016.3880 - logits_profile_predictions_loss: 988.5410 - logcount_predictions_loss: 1.0391 87/2062 [>.............................] - ETA: 4:34 - loss: 1016.5673 - logits_profile_predictions_loss: 988.7314 - logcount_predictions_loss: 1.0386 88/2062 [>.............................] - ETA: 4:34 - loss: 1016.7254 - logits_profile_predictions_loss: 988.9010 - logcount_predictions_loss: 1.0382 89/2062 [>.............................] - ETA: 4:33 - loss: 1016.8885 - logits_profile_predictions_loss: 989.0752 - logcount_predictions_loss: 1.0378 90/2062 [>.............................] - ETA: 4:33 - loss: 1017.0644 - logits_profile_predictions_loss: 989.2625 - logcount_predictions_loss: 1.0374 91/2062 [>.............................] - ETA: 4:33 - loss: 1017.2297 - logits_profile_predictions_loss: 989.4392 - logcount_predictions_loss: 1.0370 92/2062 [>.............................] - ETA: 4:33 - loss: 1017.4110 - logits_profile_predictions_loss: 989.6322 - logcount_predictions_loss: 1.0365 93/2062 [>.............................] - ETA: 4:33 - loss: 1017.5817 - logits_profile_predictions_loss: 989.8152 - logcount_predictions_loss: 1.0361 94/2062 [>.............................] - ETA: 4:33 - loss: 1017.7393 - logits_profile_predictions_loss: 989.9854 - logcount_predictions_loss: 1.0356 95/2062 [>.............................] - ETA: 4:33 - loss: 1017.8762 - logits_profile_predictions_loss: 990.1351 - logcount_predictions_loss: 1.0351 96/2062 [>.............................] - ETA: 4:33 - loss: 1017.9966 - logits_profile_predictions_loss: 990.2676 - logcount_predictions_loss: 1.0347 97/2062 [>.............................] - ETA: 4:32 - loss: 1018.0990 - logits_profile_predictions_loss: 990.3822 - logcount_predictions_loss: 1.0342 98/2062 [>.............................] - ETA: 4:32 - loss: 1018.2071 - logits_profile_predictions_loss: 990.5027 - logcount_predictions_loss: 1.0337 99/2062 [>.............................] - ETA: 4:32 - loss: 1018.3000 - logits_profile_predictions_loss: 990.6087 - logcount_predictions_loss: 1.0333 100/2062 [>.............................] - ETA: 4:32 - loss: 1018.3763 - logits_profile_predictions_loss: 990.6977 - logcount_predictions_loss: 1.0328 101/2062 [>.............................] - ETA: 4:32 - loss: 1018.4490 - logits_profile_predictions_loss: 990.7834 - logcount_predictions_loss: 1.0323 102/2062 [>.............................] - ETA: 4:32 - loss: 1018.5018 - logits_profile_predictions_loss: 990.8499 - logcount_predictions_loss: 1.0318 103/2062 [>.............................] - ETA: 4:32 - loss: 1018.5589 - logits_profile_predictions_loss: 990.9206 - logcount_predictions_loss: 1.0313 104/2062 [>.............................] - ETA: 4:31 - loss: 1018.6148 - logits_profile_predictions_loss: 990.9909 - logcount_predictions_loss: 1.0307 105/2062 [>.............................] - ETA: 4:31 - loss: 1018.6735 - logits_profile_predictions_loss: 991.0636 - logcount_predictions_loss: 1.0302 106/2062 [>.............................] - ETA: 4:31 - loss: 1018.7288 - logits_profile_predictions_loss: 991.1328 - logcount_predictions_loss: 1.0297 107/2062 [>.............................] - ETA: 4:31 - loss: 1018.7888 - logits_profile_predictions_loss: 991.2065 - logcount_predictions_loss: 1.0292 108/2062 [>.............................] - ETA: 4:31 - loss: 1018.8548 - logits_profile_predictions_loss: 991.2859 - logcount_predictions_loss: 1.0287 109/2062 [>.............................] - ETA: 4:31 - loss: 1018.9095 - logits_profile_predictions_loss: 991.3538 - logcount_predictions_loss: 1.0282 110/2062 [>.............................] - ETA: 4:31 - loss: 1018.9438 - logits_profile_predictions_loss: 991.4012 - logcount_predictions_loss: 1.0277 111/2062 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[>.............................] - ETA: 4:27 - loss: 1019.9639 - logits_profile_predictions_loss: 992.7374 - logcount_predictions_loss: 1.0159 138/2062 [=>............................] - ETA: 4:27 - loss: 1020.0171 - logits_profile_predictions_loss: 992.8010 - logcount_predictions_loss: 1.0155 139/2062 [=>............................] - ETA: 4:27 - loss: 1020.0657 - logits_profile_predictions_loss: 992.8601 - logcount_predictions_loss: 1.0151 140/2062 [=>............................] - ETA: 4:26 - loss: 1020.1285 - logits_profile_predictions_loss: 992.9330 - logcount_predictions_loss: 1.0147 141/2062 [=>............................] - ETA: 4:26 - loss: 1020.2014 - logits_profile_predictions_loss: 993.0161 - logcount_predictions_loss: 1.0144 142/2062 [=>............................] - ETA: 4:26 - loss: 1020.2746 - logits_profile_predictions_loss: 993.0996 - logcount_predictions_loss: 1.0140 143/2062 [=>............................] - ETA: 4:26 - loss: 1020.3484 - 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logits_profile_predictions_loss: 994.0701 - logcount_predictions_loss: 1.0089 157/2062 [=>............................] - ETA: 4:24 - loss: 1021.1854 - logits_profile_predictions_loss: 994.1546 - logcount_predictions_loss: 1.0086 158/2062 [=>............................] - ETA: 4:24 - loss: 1021.2601 - logits_profile_predictions_loss: 994.2377 - logcount_predictions_loss: 1.0083 159/2062 [=>............................] - ETA: 4:24 - loss: 1021.3356 - logits_profile_predictions_loss: 994.3217 - logcount_predictions_loss: 1.0080 160/2062 [=>............................] - ETA: 4:24 - loss: 1021.4103 - logits_profile_predictions_loss: 994.4045 - logcount_predictions_loss: 1.0077 161/2062 [=>............................] - ETA: 4:24 - loss: 1021.4903 - logits_profile_predictions_loss: 994.4925 - logcount_predictions_loss: 1.0074 162/2062 [=>............................] - ETA: 4:23 - loss: 1021.5724 - logits_profile_predictions_loss: 994.5826 - logcount_predictions_loss: 1.0071 163/2062 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[==>...........................] - ETA: 4:13 - loss: 1025.8815 - logits_profile_predictions_loss: 999.3225 - logcount_predictions_loss: 0.9910 242/2062 [==>...........................] - ETA: 4:13 - loss: 1025.9102 - logits_profile_predictions_loss: 999.3551 - logcount_predictions_loss: 0.9909 243/2062 [==>...........................] - ETA: 4:12 - loss: 1025.9374 - logits_profile_predictions_loss: 999.3864 - logcount_predictions_loss: 0.9907 244/2062 [==>...........................] - ETA: 4:12 - loss: 1025.9631 - logits_profile_predictions_loss: 999.4161 - logcount_predictions_loss: 0.9906 245/2062 [==>...........................] - ETA: 4:12 - loss: 1025.9880 - logits_profile_predictions_loss: 999.4449 - logcount_predictions_loss: 0.9904 246/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0090 - logits_profile_predictions_loss: 999.4698 - logcount_predictions_loss: 0.9903 247/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0305 - logits_profile_predictions_loss: 999.4952 - logcount_predictions_loss: 0.9901 248/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0468 - logits_profile_predictions_loss: 999.5151 - logcount_predictions_loss: 0.9900 249/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0603 - logits_profile_predictions_loss: 999.5322 - logcount_predictions_loss: 0.9898 250/2062 [==>...........................] - ETA: 4:11 - loss: 1026.0762 - logits_profile_predictions_loss: 999.5518 - logcount_predictions_loss: 0.9897 251/2062 [==>...........................] - ETA: 4:11 - loss: 1026.0921 - logits_profile_predictions_loss: 999.5715 - logcount_predictions_loss: 0.9896 252/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1078 - logits_profile_predictions_loss: 999.5909 - logcount_predictions_loss: 0.9894 253/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1242 - logits_profile_predictions_loss: 999.6110 - logcount_predictions_loss: 0.9893 254/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1406 - logits_profile_predictions_loss: 999.6311 - logcount_predictions_loss: 0.9891 255/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1535 - logits_profile_predictions_loss: 999.6478 - logcount_predictions_loss: 0.9890 256/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1702 - logits_profile_predictions_loss: 999.6682 - logcount_predictions_loss: 0.9889 257/2062 [==>...........................] - ETA: 4:10 - loss: 1026.1899 - logits_profile_predictions_loss: 999.6916 - logcount_predictions_loss: 0.9887 258/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2080 - logits_profile_predictions_loss: 999.7135 - logcount_predictions_loss: 0.9886 259/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2277 - logits_profile_predictions_loss: 999.7369 - logcount_predictions_loss: 0.9885 260/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2478 - logits_profile_predictions_loss: 999.7607 - logcount_predictions_loss: 0.9883 261/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2680 - logits_profile_predictions_loss: 999.7846 - logcount_predictions_loss: 0.9882 262/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2872 - logits_profile_predictions_loss: 999.8075 - logcount_predictions_loss: 0.9880 263/2062 [==>...........................] - ETA: 4:10 - loss: 1026.3057 - logits_profile_predictions_loss: 999.8297 - logcount_predictions_loss: 0.9879 264/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3231 - logits_profile_predictions_loss: 999.8505 - logcount_predictions_loss: 0.9878 265/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3414 - logits_profile_predictions_loss: 999.8724 - logcount_predictions_loss: 0.9876 266/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3592 - logits_profile_predictions_loss: 999.8937 - logcount_predictions_loss: 0.9875 267/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3789 - logits_profile_predictions_loss: 999.9171 - logcount_predictions_loss: 0.9874 268/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3985 - logits_profile_predictions_loss: 999.9403 - logcount_predictions_loss: 0.9872 269/2062 [==>...........................] - ETA: 4:09 - loss: 1026.4166 - logits_profile_predictions_loss: 999.9620 - logcount_predictions_loss: 0.9871 270/2062 [==>...........................] - ETA: 4:09 - loss: 1026.4310 - logits_profile_predictions_loss: 999.9800 - logcount_predictions_loss: 0.9870 271/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4458 - logits_profile_predictions_loss: 999.9985 - logcount_predictions_loss: 0.9868 272/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4561 - logits_profile_predictions_loss: 1000.0125 - logcount_predictions_loss: 0.9867 273/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4680 - logits_profile_predictions_loss: 1000.0281 - logcount_predictions_loss: 0.9866 274/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4779 - logits_profile_predictions_loss: 1000.0417 - logcount_predictions_loss: 0.9864 275/2062 [===>..........................] - ETA: 4:08 - loss: 1026.4895 - logits_profile_predictions_loss: 1000.0570 - logcount_predictions_loss: 0.9863 276/2062 [===>..........................] - ETA: 4:08 - loss: 1026.5015 - logits_profile_predictions_loss: 1000.0725 - logcount_predictions_loss: 0.9861 277/2062 [===>..........................] - ETA: 4:08 - loss: 1026.5150 - logits_profile_predictions_loss: 1000.0896 - logcount_predictions_loss: 0.9860 278/2062 [===>..........................] - ETA: 4:08 - loss: 1026.5287 - logits_profile_predictions_loss: 1000.1068 - logcount_predictions_loss: 0.9859 279/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5417 - logits_profile_predictions_loss: 1000.1233 - logcount_predictions_loss: 0.9858 280/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5526 - logits_profile_predictions_loss: 1000.1375 - logcount_predictions_loss: 0.9856 281/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5632 - logits_profile_predictions_loss: 1000.1515 - logcount_predictions_loss: 0.9855 282/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5771 - logits_profile_predictions_loss: 1000.1687 - logcount_predictions_loss: 0.9854 283/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5897 - logits_profile_predictions_loss: 1000.1846 - logcount_predictions_loss: 0.9853 284/2062 [===>..........................] - ETA: 4:07 - loss: 1026.6019 - logits_profile_predictions_loss: 1000.2002 - logcount_predictions_loss: 0.9851 285/2062 [===>..........................] - ETA: 4:07 - loss: 1026.6100 - logits_profile_predictions_loss: 1000.2114 - logcount_predictions_loss: 0.9850 286/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6173 - logits_profile_predictions_loss: 1000.2216 - logcount_predictions_loss: 0.9849 287/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6255 - logits_profile_predictions_loss: 1000.2325 - logcount_predictions_loss: 0.9848 288/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6329 - logits_profile_predictions_loss: 1000.2428 - logcount_predictions_loss: 0.9847 289/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6404 - logits_profile_predictions_loss: 1000.2531 - logcount_predictions_loss: 0.9846 290/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6463 - logits_profile_predictions_loss: 1000.2616 - logcount_predictions_loss: 0.9845 291/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6501 - logits_profile_predictions_loss: 1000.2682 - logcount_predictions_loss: 0.9844 292/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6501 - logits_profile_predictions_loss: 1000.2711 - logcount_predictions_loss: 0.9843 293/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6515 - logits_profile_predictions_loss: 1000.2753 - logcount_predictions_loss: 0.9842 294/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6522 - logits_profile_predictions_loss: 1000.2789 - logcount_predictions_loss: 0.9841 295/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6523 - logits_profile_predictions_loss: 1000.2819 - logcount_predictions_loss: 0.9840 296/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6505 - logits_profile_predictions_loss: 1000.2831 - logcount_predictions_loss: 0.9838 297/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6512 - logits_profile_predictions_loss: 1000.2869 - logcount_predictions_loss: 0.9837 298/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6496 - logits_profile_predictions_loss: 1000.2882 - logcount_predictions_loss: 0.9836 299/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6464 - logits_profile_predictions_loss: 1000.2881 - logcount_predictions_loss: 0.9835 300/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6449 - logits_profile_predictions_loss: 1000.2896 - logcount_predictions_loss: 0.9834 301/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6462 - logits_profile_predictions_loss: 1000.2939 - logcount_predictions_loss: 0.9833 302/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6466 - logits_profile_predictions_loss: 1000.2973 - logcount_predictions_loss: 0.9832 303/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6457 - logits_profile_predictions_loss: 1000.2993 - logcount_predictions_loss: 0.9831 304/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6465 - logits_profile_predictions_loss: 1000.3031 - logcount_predictions_loss: 0.9829 305/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6458 - logits_profile_predictions_loss: 1000.3055 - logcount_predictions_loss: 0.9828 306/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6449 - logits_profile_predictions_loss: 1000.3076 - logcount_predictions_loss: 0.9827 307/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6442 - logits_profile_predictions_loss: 1000.3100 - logcount_predictions_loss: 0.9826 308/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6450 - logits_profile_predictions_loss: 1000.3138 - logcount_predictions_loss: 0.9825 309/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6464 - logits_profile_predictions_loss: 1000.3182 - logcount_predictions_loss: 0.9824 310/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6482 - logits_profile_predictions_loss: 1000.3231 - logcount_predictions_loss: 0.9823 311/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6512 - logits_profile_predictions_loss: 1000.3290 - logcount_predictions_loss: 0.9822 312/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6547 - logits_profile_predictions_loss: 1000.3352 - logcount_predictions_loss: 0.9821 313/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6581 - logits_profile_predictions_loss: 1000.3414 - logcount_predictions_loss: 0.9820 314/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6621 - logits_profile_predictions_loss: 1000.3481 - logcount_predictions_loss: 0.9819 315/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6653 - logits_profile_predictions_loss: 1000.3541 - logcount_predictions_loss: 0.9817 316/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6663 - logits_profile_predictions_loss: 1000.3579 - logcount_predictions_loss: 0.9816 317/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6656 - logits_profile_predictions_loss: 1000.3600 - logcount_predictions_loss: 0.9815 318/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6647 - logits_profile_predictions_loss: 1000.3619 - logcount_predictions_loss: 0.9814 319/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6639 - logits_profile_predictions_loss: 1000.3639 - logcount_predictions_loss: 0.9813 320/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6611 - logits_profile_predictions_loss: 1000.3638 - logcount_predictions_loss: 0.9812 321/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6575 - logits_profile_predictions_loss: 1000.3629 - logcount_predictions_loss: 0.9811 322/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6530 - logits_profile_predictions_loss: 1000.3612 - logcount_predictions_loss: 0.9810 323/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6477 - logits_profile_predictions_loss: 1000.3587 - logcount_predictions_loss: 0.9809 324/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6434 - logits_profile_predictions_loss: 1000.3572 - logcount_predictions_loss: 0.9808 325/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6414 - logits_profile_predictions_loss: 1000.3582 - logcount_predictions_loss: 0.9807 326/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6401 - logits_profile_predictions_loss: 1000.3598 - logcount_predictions_loss: 0.9806 327/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6401 - logits_profile_predictions_loss: 1000.3626 - logcount_predictions_loss: 0.9805 328/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6408 - logits_profile_predictions_loss: 1000.3662 - logcount_predictions_loss: 0.9804 329/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6406 - logits_profile_predictions_loss: 1000.3688 - logcount_predictions_loss: 0.9803 330/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6408 - logits_profile_predictions_loss: 1000.3719 - logcount_predictions_loss: 0.9802 331/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6415 - logits_profile_predictions_loss: 1000.3754 - logcount_predictions_loss: 0.9801 332/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6432 - logits_profile_predictions_loss: 1000.3799 - logcount_predictions_loss: 0.9800 333/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6463 - logits_profile_predictions_loss: 1000.3857 - logcount_predictions_loss: 0.9799 334/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6485 - logits_profile_predictions_loss: 1000.3906 - logcount_predictions_loss: 0.9798 335/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6502 - logits_profile_predictions_loss: 1000.3951 - logcount_predictions_loss: 0.9797 336/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6537 - logits_profile_predictions_loss: 1000.4013 - logcount_predictions_loss: 0.9796 337/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6569 - logits_profile_predictions_loss: 1000.4071 - logcount_predictions_loss: 0.9795 338/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6588 - logits_profile_predictions_loss: 1000.4118 - logcount_predictions_loss: 0.9794 339/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6599 - logits_profile_predictions_loss: 1000.4156 - logcount_predictions_loss: 0.9793 340/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6620 - logits_profile_predictions_loss: 1000.4206 - logcount_predictions_loss: 0.9791 341/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6641 - logits_profile_predictions_loss: 1000.4255 - logcount_predictions_loss: 0.9790 342/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6657 - logits_profile_predictions_loss: 1000.4299 - logcount_predictions_loss: 0.9789 343/2062 [===>..........................] - ETA: 3:58 - loss: 1026.6664 - logits_profile_predictions_loss: 1000.4333 - logcount_predictions_loss: 0.9788 344/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6708 - logits_profile_predictions_loss: 1000.4404 - logcount_predictions_loss: 0.9787 345/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6773 - logits_profile_predictions_loss: 1000.4495 - logcount_predictions_loss: 0.9786 346/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6850 - logits_profile_predictions_loss: 1000.4597 - logcount_predictions_loss: 0.9785 347/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6911 - logits_profile_predictions_loss: 1000.4682 - logcount_predictions_loss: 0.9785 348/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6953 - logits_profile_predictions_loss: 1000.4747 - logcount_predictions_loss: 0.9784 349/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6990 - logits_profile_predictions_loss: 1000.4806 - logcount_predictions_loss: 0.9783 350/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7043 - logits_profile_predictions_loss: 1000.4882 - logcount_predictions_loss: 0.9782 351/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7110 - logits_profile_predictions_loss: 1000.4969 - logcount_predictions_loss: 0.9781 352/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7151 - logits_profile_predictions_loss: 1000.5033 - logcount_predictions_loss: 0.9780 353/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7189 - logits_profile_predictions_loss: 1000.5091 - logcount_predictions_loss: 0.9780 354/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7217 - logits_profile_predictions_loss: 1000.5141 - logcount_predictions_loss: 0.9779 355/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7247 - logits_profile_predictions_loss: 1000.5193 - logcount_predictions_loss: 0.9778 356/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7266 - logits_profile_predictions_loss: 1000.5233 - logcount_predictions_loss: 0.9777 357/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7290 - logits_profile_predictions_loss: 1000.5277 - logcount_predictions_loss: 0.9776 358/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7313 - logits_profile_predictions_loss: 1000.5320 - logcount_predictions_loss: 0.9776 359/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7336 - logits_profile_predictions_loss: 1000.5361 - logcount_predictions_loss: 0.9775 360/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7364 - logits_profile_predictions_loss: 1000.5407 - logcount_predictions_loss: 0.9774 361/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7387 - logits_profile_predictions_loss: 1000.5448 - logcount_predictions_loss: 0.9774 362/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7388 - logits_profile_predictions_loss: 1000.5468 - logcount_predictions_loss: 0.9773 363/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7393 - logits_profile_predictions_loss: 1000.5490 - logcount_predictions_loss: 0.9772 364/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7390 - logits_profile_predictions_loss: 1000.5504 - logcount_predictions_loss: 0.9772 365/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7387 - logits_profile_predictions_loss: 1000.5518 - logcount_predictions_loss: 0.9771 366/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7378 - logits_profile_predictions_loss: 1000.5526 - logcount_predictions_loss: 0.9770 367/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7384 - logits_profile_predictions_loss: 1000.5549 - logcount_predictions_loss: 0.9770 368/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7389 - logits_profile_predictions_loss: 1000.5569 - logcount_predictions_loss: 0.9769 369/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7382 - logits_profile_predictions_loss: 1000.5576 - logcount_predictions_loss: 0.9769 370/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7388 - logits_profile_predictions_loss: 1000.5597 - logcount_predictions_loss: 0.9768 371/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7389 - logits_profile_predictions_loss: 1000.5613 - logcount_predictions_loss: 0.9768 372/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7382 - logits_profile_predictions_loss: 1000.5620 - logcount_predictions_loss: 0.9767 373/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7371 - logits_profile_predictions_loss: 1000.5624 - logcount_predictions_loss: 0.9767 374/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7346 - logits_profile_predictions_loss: 1000.5614 - logcount_predictions_loss: 0.9766 375/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7332 - logits_profile_predictions_loss: 1000.5614 - logcount_predictions_loss: 0.9765 376/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7295 - logits_profile_predictions_loss: 1000.5591 - logcount_predictions_loss: 0.9765 377/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7253 - logits_profile_predictions_loss: 1000.5563 - logcount_predictions_loss: 0.9764 378/2062 [====>.........................] - ETA: 3:54 - loss: 1026.7233 - logits_profile_predictions_loss: 1000.5558 - logcount_predictions_loss: 0.9764 379/2062 [====>.........................] - ETA: 3:53 - loss: 1026.7206 - logits_profile_predictions_loss: 1000.5544 - logcount_predictions_loss: 0.9763 380/2062 [====>.........................] - ETA: 3:53 - loss: 1026.7180 - logits_profile_predictions_loss: 1000.5532 - logcount_predictions_loss: 0.9763 381/2062 [====>.........................] - ETA: 3:53 - loss: 1026.7156 - logits_profile_predictions_loss: 1000.5522 - logcount_predictions_loss: 0.9762 382/2062 [====>.........................] - ETA: 3:53 - loss: 1026.7131 - logits_profile_predictions_loss: 1000.5509 - logcount_predictions_loss: 0.9762 383/2062 [====>.........................] - ETA: 3:53 - loss: 1026.7095 - logits_profile_predictions_loss: 1000.5486 - logcount_predictions_loss: 0.9761 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[..............................] - ETA: 4:48 - loss: 954.0126 - logits_profile_predictions_loss: 925.4598 - logcount_predictions_loss: 1.0654  3/2062 [..............................] - ETA: 4:46 - loss: 967.2872 - logits_profile_predictions_loss: 939.8855 - logcount_predictions_loss: 1.0225 4/2062 [..............................] - ETA: 4:46 - loss: 961.5155 - logits_profile_predictions_loss: 934.9005 - logcount_predictions_loss: 0.9931 5/2062 [..............................] - ETA: 4:46 - loss: 963.7693 - logits_profile_predictions_loss: 937.8012 - logcount_predictions_loss: 0.9690 6/2062 [..............................] - ETA: 4:45 - loss: 969.2689 - logits_profile_predictions_loss: 943.4836 - logcount_predictions_loss: 0.9621 7/2062 [..............................] - ETA: 4:45 - loss: 977.4733 - logits_profile_predictions_loss: 951.6762 - logcount_predictions_loss: 0.9626 8/2062 [..............................] - ETA: 4:45 - loss: 980.5421 - logits_profile_predictions_loss: 954.8219 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[===>..........................] - ETA: 4:01 - loss: 1019.5282 - logits_profile_predictions_loss: 994.7845 - logcount_predictions_loss: 0.9233 323/2062 [===>..........................] - ETA: 4:01 - loss: 1019.5563 - logits_profile_predictions_loss: 994.8137 - logcount_predictions_loss: 0.9232 324/2062 [===>..........................] - ETA: 4:01 - loss: 1019.5845 - logits_profile_predictions_loss: 994.8431 - logcount_predictions_loss: 0.9232 325/2062 [===>..........................] - ETA: 4:01 - loss: 1019.6132 - logits_profile_predictions_loss: 994.8729 - logcount_predictions_loss: 0.9231 326/2062 [===>..........................] - ETA: 4:01 - loss: 1019.6412 - logits_profile_predictions_loss: 994.9020 - logcount_predictions_loss: 0.9231 327/2062 [===>..........................] - ETA: 4:00 - loss: 1019.6706 - logits_profile_predictions_loss: 994.9325 - logcount_predictions_loss: 0.9231 328/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7010 - logits_profile_predictions_loss: 994.9640 - logcount_predictions_loss: 0.9230 329/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7313 - logits_profile_predictions_loss: 994.9954 - logcount_predictions_loss: 0.9230 330/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7599 - logits_profile_predictions_loss: 995.0251 - logcount_predictions_loss: 0.9229 331/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7897 - logits_profile_predictions_loss: 995.0559 - logcount_predictions_loss: 0.9229 332/2062 [===>..........................] - ETA: 4:00 - loss: 1019.8217 - logits_profile_predictions_loss: 995.0890 - logcount_predictions_loss: 0.9229 333/2062 [===>..........................] - ETA: 4:00 - loss: 1019.8530 - logits_profile_predictions_loss: 995.1215 - logcount_predictions_loss: 0.9228 334/2062 [===>..........................] - ETA: 4:00 - loss: 1019.8842 - logits_profile_predictions_loss: 995.1538 - logcount_predictions_loss: 0.9228 335/2062 [===>..........................] - ETA: 3:59 - loss: 1019.9141 - logits_profile_predictions_loss: 995.1849 - logcount_predictions_loss: 0.9227 336/2062 [===>..........................] - ETA: 3:59 - loss: 1019.9433 - logits_profile_predictions_loss: 995.2153 - logcount_predictions_loss: 0.9227 337/2062 [===>..........................] - ETA: 3:59 - loss: 1019.9738 - logits_profile_predictions_loss: 995.2469 - logcount_predictions_loss: 0.9226 338/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0034 - logits_profile_predictions_loss: 995.2776 - logcount_predictions_loss: 0.9226 339/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0344 - logits_profile_predictions_loss: 995.3096 - logcount_predictions_loss: 0.9226 340/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0646 - logits_profile_predictions_loss: 995.3410 - logcount_predictions_loss: 0.9225 341/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0928 - logits_profile_predictions_loss: 995.3704 - logcount_predictions_loss: 0.9225 342/2062 [===>..........................] - ETA: 3:58 - loss: 1020.1215 - logits_profile_predictions_loss: 995.4002 - logcount_predictions_loss: 0.9224 343/2062 [===>..........................] - ETA: 3:58 - loss: 1020.1511 - logits_profile_predictions_loss: 995.4309 - logcount_predictions_loss: 0.9224 344/2062 [====>.........................] - ETA: 3:58 - loss: 1020.1798 - logits_profile_predictions_loss: 995.4608 - logcount_predictions_loss: 0.9224 345/2062 [====>.........................] - ETA: 3:58 - loss: 1020.2089 - logits_profile_predictions_loss: 995.4911 - logcount_predictions_loss: 0.9223 346/2062 [====>.........................] - ETA: 3:58 - loss: 1020.2411 - logits_profile_predictions_loss: 995.5245 - logcount_predictions_loss: 0.9223 347/2062 [====>.........................] - ETA: 3:58 - loss: 1020.2729 - logits_profile_predictions_loss: 995.5575 - logcount_predictions_loss: 0.9222 348/2062 [====>.........................] - ETA: 3:58 - loss: 1020.3029 - logits_profile_predictions_loss: 995.5886 - logcount_predictions_loss: 0.9222 349/2062 [====>.........................] - ETA: 3:58 - loss: 1020.3327 - logits_profile_predictions_loss: 995.6194 - logcount_predictions_loss: 0.9221 350/2062 [====>.........................] - ETA: 3:57 - loss: 1020.3643 - logits_profile_predictions_loss: 995.6519 - logcount_predictions_loss: 0.9221 351/2062 [====>.........................] - ETA: 3:57 - loss: 1020.3943 - logits_profile_predictions_loss: 995.6830 - logcount_predictions_loss: 0.9221 352/2062 [====>.........................] - ETA: 3:57 - loss: 1020.4254 - logits_profile_predictions_loss: 995.7150 - logcount_predictions_loss: 0.9220 353/2062 [====>.........................] - ETA: 3:57 - loss: 1020.4553 - logits_profile_predictions_loss: 995.7461 - logcount_predictions_loss: 0.9220 354/2062 [====>.........................] - ETA: 3:57 - loss: 1020.4844 - logits_profile_predictions_loss: 995.7761 - logcount_predictions_loss: 0.9220 355/2062 [====>.........................] - ETA: 3:57 - loss: 1020.5132 - logits_profile_predictions_loss: 995.8060 - logcount_predictions_loss: 0.9219 356/2062 [====>.........................] - ETA: 3:57 - loss: 1020.5408 - logits_profile_predictions_loss: 995.8347 - logcount_predictions_loss: 0.9219 357/2062 [====>.........................] - ETA: 3:56 - loss: 1020.5677 - logits_profile_predictions_loss: 995.8626 - logcount_predictions_loss: 0.9218 358/2062 [====>.........................] - ETA: 3:56 - loss: 1020.5948 - logits_profile_predictions_loss: 995.8908 - logcount_predictions_loss: 0.9218 359/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6214 - logits_profile_predictions_loss: 995.9185 - logcount_predictions_loss: 0.9218 360/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6475 - logits_profile_predictions_loss: 995.9458 - logcount_predictions_loss: 0.9217 361/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6736 - logits_profile_predictions_loss: 995.9730 - logcount_predictions_loss: 0.9217 362/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6988 - logits_profile_predictions_loss: 995.9994 - logcount_predictions_loss: 0.9216 363/2062 [====>.........................] - ETA: 3:56 - loss: 1020.7242 - logits_profile_predictions_loss: 996.0259 - logcount_predictions_loss: 0.9216 364/2062 [====>.........................] - ETA: 3:55 - loss: 1020.7484 - logits_profile_predictions_loss: 996.0512 - logcount_predictions_loss: 0.9215 365/2062 [====>.........................] - ETA: 3:55 - loss: 1020.7733 - logits_profile_predictions_loss: 996.0772 - logcount_predictions_loss: 0.9215 366/2062 [====>.........................] - ETA: 3:55 - loss: 1020.7969 - logits_profile_predictions_loss: 996.1021 - logcount_predictions_loss: 0.9215 367/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8204 - logits_profile_predictions_loss: 996.1267 - logcount_predictions_loss: 0.9214 368/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8444 - logits_profile_predictions_loss: 996.1517 - logcount_predictions_loss: 0.9214 369/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8675 - logits_profile_predictions_loss: 996.1760 - logcount_predictions_loss: 0.9213 370/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8889 - logits_profile_predictions_loss: 996.1986 - logcount_predictions_loss: 0.9213 371/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9089 - logits_profile_predictions_loss: 996.2198 - logcount_predictions_loss: 0.9212 372/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9281 - logits_profile_predictions_loss: 996.2402 - logcount_predictions_loss: 0.9212 373/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9478 - logits_profile_predictions_loss: 996.2610 - logcount_predictions_loss: 0.9211 374/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9693 - logits_profile_predictions_loss: 996.2838 - logcount_predictions_loss: 0.9211 375/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9922 - logits_profile_predictions_loss: 996.3079 - logcount_predictions_loss: 0.9211 376/2062 [====>.........................] - ETA: 3:54 - loss: 1021.0153 - logits_profile_predictions_loss: 996.3321 - logcount_predictions_loss: 0.9210 377/2062 [====>.........................] - ETA: 3:54 - loss: 1021.0366 - logits_profile_predictions_loss: 996.3545 - logcount_predictions_loss: 0.9210 378/2062 [====>.........................] - ETA: 3:53 - loss: 1021.0592 - logits_profile_predictions_loss: 996.3782 - logcount_predictions_loss: 0.9209 379/2062 [====>.........................] - ETA: 3:53 - loss: 1021.0822 - logits_profile_predictions_loss: 996.4023 - logcount_predictions_loss: 0.9209 380/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1059 - logits_profile_predictions_loss: 996.4269 - logcount_predictions_loss: 0.9209 381/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1282 - logits_profile_predictions_loss: 996.4504 - logcount_predictions_loss: 0.9208 382/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1508 - logits_profile_predictions_loss: 996.4740 - logcount_predictions_loss: 0.9208 383/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1732 - logits_profile_predictions_loss: 996.4974 - logcount_predictions_loss: 0.9207 384/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1960 - logits_profile_predictions_loss: 996.5212 - logcount_predictions_loss: 0.9207 385/2062 [====>.........................] - ETA: 3:53 - loss: 1021.2185 - logits_profile_predictions_loss: 996.5447 - logcount_predictions_loss: 0.9207 386/2062 [====>.........................] - ETA: 3:52 - loss: 1021.2416 - logits_profile_predictions_loss: 996.5688 - logcount_predictions_loss: 0.9206 387/2062 [====>.........................] - ETA: 3:52 - loss: 1021.2664 - logits_profile_predictions_loss: 996.5946 - logcount_predictions_loss: 0.9206 388/2062 [====>.........................] - ETA: 3:52 - loss: 1021.2905 - logits_profile_predictions_loss: 996.6198 - logcount_predictions_loss: 0.9206 389/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3144 - logits_profile_predictions_loss: 996.6449 - logcount_predictions_loss: 0.9205 390/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3372 - logits_profile_predictions_loss: 996.6688 - logcount_predictions_loss: 0.9205 391/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3593 - logits_profile_predictions_loss: 996.6920 - logcount_predictions_loss: 0.9204 392/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3811 - logits_profile_predictions_loss: 996.7149 - logcount_predictions_loss: 0.9204 393/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4036 - logits_profile_predictions_loss: 996.7385 - logcount_predictions_loss: 0.9203 394/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4260 - logits_profile_predictions_loss: 996.7620 - logcount_predictions_loss: 0.9203 395/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4480 - logits_profile_predictions_loss: 996.7852 - logcount_predictions_loss: 0.9203 396/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4717 - logits_profile_predictions_loss: 996.8099 - logcount_predictions_loss: 0.9202 397/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4942 - logits_profile_predictions_loss: 996.8335 - logcount_predictions_loss: 0.9202 398/2062 [====>.........................] - ETA: 3:51 - loss: 1021.5165 - logits_profile_predictions_loss: 996.8569 - logcount_predictions_loss: 0.9201 399/2062 [====>.........................] - ETA: 3:51 - loss: 1021.5391 - logits_profile_predictions_loss: 996.8806 - logcount_predictions_loss: 0.9201 400/2062 [====>.........................] - ETA: 3:50 - loss: 1021.5609 - logits_profile_predictions_loss: 996.9036 - logcount_predictions_loss: 0.9201 401/2062 [====>.........................] - ETA: 3:50 - loss: 1021.5834 - logits_profile_predictions_loss: 996.9271 - logcount_predictions_loss: 0.9200 402/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6047 - logits_profile_predictions_loss: 996.9495 - logcount_predictions_loss: 0.9200 403/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6257 - logits_profile_predictions_loss: 996.9715 - logcount_predictions_loss: 0.9199 404/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6477 - logits_profile_predictions_loss: 996.9946 - logcount_predictions_loss: 0.9199 405/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6701 - logits_profile_predictions_loss: 997.0180 - logcount_predictions_loss: 0.9199 406/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6920 - logits_profile_predictions_loss: 997.0410 - logcount_predictions_loss: 0.9198 407/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7133 - logits_profile_predictions_loss: 997.0633 - logcount_predictions_loss: 0.9198 408/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7339 - logits_profile_predictions_loss: 997.0850 - logcount_predictions_loss: 0.9197 409/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7554 - logits_profile_predictions_loss: 997.1074 - logcount_predictions_loss: 0.9197 410/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7770 - logits_profile_predictions_loss: 997.1300 - logcount_predictions_loss: 0.9197 411/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7994 - logits_profile_predictions_loss: 997.1534 - logcount_predictions_loss: 0.9196 412/2062 [====>.........................] - ETA: 3:49 - loss: 1021.8219 - logits_profile_predictions_loss: 997.1768 - logcount_predictions_loss: 0.9196 413/2062 [=====>........................] - ETA: 3:49 - loss: 1021.8444 - logits_profile_predictions_loss: 997.2003 - logcount_predictions_loss: 0.9196 414/2062 [=====>........................] - ETA: 3:48 - loss: 1021.8666 - logits_profile_predictions_loss: 997.2234 - logcount_predictions_loss: 0.9195 415/2062 [=====>........................] - ETA: 3:48 - loss: 1021.8897 - logits_profile_predictions_loss: 997.2475 - logcount_predictions_loss: 0.9195 416/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9125 - logits_profile_predictions_loss: 997.2712 - logcount_predictions_loss: 0.9195 417/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9352 - logits_profile_predictions_loss: 997.2948 - logcount_predictions_loss: 0.9194 418/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9570 - logits_profile_predictions_loss: 997.3176 - logcount_predictions_loss: 0.9194 419/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9786 - logits_profile_predictions_loss: 997.3402 - logcount_predictions_loss: 0.9193 420/2062 [=====>........................] - ETA: 3:48 - loss: 1022.0006 - logits_profile_predictions_loss: 997.3631 - logcount_predictions_loss: 0.9193 421/2062 [=====>........................] - ETA: 3:48 - loss: 1022.0233 - logits_profile_predictions_loss: 997.3868 - logcount_predictions_loss: 0.9193 422/2062 [=====>........................] - ETA: 3:47 - loss: 1022.0463 - logits_profile_predictions_loss: 997.4107 - logcount_predictions_loss: 0.9192 423/2062 [=====>........................] - ETA: 3:47 - loss: 1022.0699 - logits_profile_predictions_loss: 997.4351 - logcount_predictions_loss: 0.9192 424/2062 [=====>........................] - ETA: 3:47 - loss: 1022.0933 - logits_profile_predictions_loss: 997.4594 - logcount_predictions_loss: 0.9192 425/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1150 - logits_profile_predictions_loss: 997.4820 - logcount_predictions_loss: 0.9191 426/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1372 - logits_profile_predictions_loss: 997.5050 - logcount_predictions_loss: 0.9191 427/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1594 - logits_profile_predictions_loss: 997.5281 - logcount_predictions_loss: 0.9191 428/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1805 - logits_profile_predictions_loss: 997.5500 - logcount_predictions_loss: 0.9190 429/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2008 - logits_profile_predictions_loss: 997.5713 - logcount_predictions_loss: 0.9190 430/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2210 - logits_profile_predictions_loss: 997.5924 - logcount_predictions_loss: 0.9190 431/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2404 - logits_profile_predictions_loss: 997.6126 - logcount_predictions_loss: 0.9189 432/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2606 - logits_profile_predictions_loss: 997.6337 - logcount_predictions_loss: 0.9189 433/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2815 - logits_profile_predictions_loss: 997.6554 - logcount_predictions_loss: 0.9189 434/2062 [=====>........................] - ETA: 3:46 - loss: 1022.3027 - logits_profile_predictions_loss: 997.6774 - logcount_predictions_loss: 0.9189 435/2062 [=====>........................] - ETA: 3:46 - loss: 1022.3242 - logits_profile_predictions_loss: 997.6996 - logcount_predictions_loss: 0.9188 436/2062 [=====>........................] - ETA: 3:45 - loss: 1022.3455 - logits_profile_predictions_loss: 997.7216 - logcount_predictions_loss: 0.9188 437/2062 [=====>........................] - ETA: 3:45 - loss: 1022.3653 - logits_profile_predictions_loss: 997.7421 - logcount_predictions_loss: 0.9188 438/2062 [=====>........................] - ETA: 3:45 - loss: 1022.3844 - logits_profile_predictions_loss: 997.7620 - logcount_predictions_loss: 0.9187 439/2062 [=====>........................] - ETA: 3:45 - loss: 1022.4027 - logits_profile_predictions_loss: 997.7810 - logcount_predictions_loss: 0.9187 440/2062 [=====>........................] - ETA: 3:45 - loss: 1022.4209 - logits_profile_predictions_loss: 997.7999 - logcount_predictions_loss: 0.9187 441/2062 [=====>........................] - ETA: 3:45 - loss: 1022.4388 - logits_profile_predictions_loss: 997.8184 - logcount_predictions_loss: 0.9187 442/2062 [=====>........................] - ETA: 3:45 - loss: 1022.4562 - logits_profile_predictions_loss: 997.8366 - logcount_predictions_loss: 0.9186 443/2062 [=====>........................] - ETA: 3:44 - loss: 1022.4734 - logits_profile_predictions_loss: 997.8545 - logcount_predictions_loss: 0.9186 444/2062 [=====>........................] - ETA: 3:44 - loss: 1022.4908 - logits_profile_predictions_loss: 997.8726 - logcount_predictions_loss: 0.9186 445/2062 [=====>........................] - ETA: 3:44 - loss: 1022.5095 - 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[============================>.] - ETA: 1s - loss: 1024.2381 - logits_profile_predictions_loss: 999.9726 - logcount_predictions_loss: 0.9054 2052/2062 [============================>.] - ETA: 1s - loss: 1024.2362 - logits_profile_predictions_loss: 999.9707 - logcount_predictions_loss: 0.9054 2053/2062 [============================>.] - ETA: 1s - loss: 1024.2342 - logits_profile_predictions_loss: 999.9688 - logcount_predictions_loss: 0.9054 2054/2062 [============================>.] - ETA: 1s - loss: 1024.2323 - logits_profile_predictions_loss: 999.9669 - logcount_predictions_loss: 0.9054 2055/2062 [============================>.] - ETA: 0s - loss: 1024.2304 - logits_profile_predictions_loss: 999.9650 - logcount_predictions_loss: 0.9054 2056/2062 [============================>.] - ETA: 0s - loss: 1024.2285 - logits_profile_predictions_loss: 999.9632 - logcount_predictions_loss: 0.9054 2057/2062 [============================>.] - ETA: 0s - loss: 1024.2266 - 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val_loss: 1063.6530 - val_logits_profile_predictions_loss: 1038.2673 - val_logcount_predictions_loss: 0.9472 + +Epoch 00005: val_loss did not improve from 1062.39807 +Epoch 6/50 + 1/2062 [..............................] - ETA: 5:17 - loss: 1260.6743 - logits_profile_predictions_loss: 1240.0696 - logcount_predictions_loss: 0.7688 2/2062 [..............................] - ETA: 4:46 - loss: 1209.5902 - logits_profile_predictions_loss: 1188.4813 - logcount_predictions_loss: 0.7876 3/2062 [..............................] - ETA: 4:47 - loss: 1168.9244 - logits_profile_predictions_loss: 1147.9764 - logcount_predictions_loss: 0.7816 4/2062 [..............................] - ETA: 4:46 - loss: 1144.9996 - logits_profile_predictions_loss: 1124.0396 - logcount_predictions_loss: 0.7821 5/2062 [..............................] - ETA: 4:46 - loss: 1120.9146 - logits_profile_predictions_loss: 1099.9214 - logcount_predictions_loss: 0.7833 6/2062 [..............................] - ETA: 4:45 - loss: 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13/2062 [..............................] - ETA: 4:44 - loss: 1057.4541 - logits_profile_predictions_loss: 1036.5175 - logcount_predictions_loss: 0.7812 14/2062 [..............................] - ETA: 4:44 - loss: 1056.4008 - logits_profile_predictions_loss: 1035.4639 - logcount_predictions_loss: 0.7812 15/2062 [..............................] - ETA: 4:44 - loss: 1055.2195 - logits_profile_predictions_loss: 1034.2526 - logcount_predictions_loss: 0.7823 16/2062 [..............................] - ETA: 4:44 - loss: 1053.7069 - logits_profile_predictions_loss: 1032.7091 - logcount_predictions_loss: 0.7835 17/2062 [..............................] - ETA: 4:43 - loss: 1052.2496 - logits_profile_predictions_loss: 1031.2059 - logcount_predictions_loss: 0.7852 18/2062 [..............................] - ETA: 4:43 - loss: 1051.0512 - logits_profile_predictions_loss: 1029.9613 - logcount_predictions_loss: 0.7869 19/2062 [..............................] - ETA: 4:43 - loss: 1049.4150 - logits_profile_predictions_loss: 1028.2916 - logcount_predictions_loss: 0.7882 20/2062 [..............................] - ETA: 4:43 - loss: 1048.0572 - logits_profile_predictions_loss: 1026.8945 - logcount_predictions_loss: 0.7897 21/2062 [..............................] - ETA: 4:43 - loss: 1046.6918 - logits_profile_predictions_loss: 1025.4922 - logcount_predictions_loss: 0.7910 22/2062 [..............................] - ETA: 4:43 - loss: 1045.0295 - logits_profile_predictions_loss: 1023.7831 - logcount_predictions_loss: 0.7928 23/2062 [..............................] - ETA: 4:43 - loss: 1043.6742 - logits_profile_predictions_loss: 1022.3800 - logcount_predictions_loss: 0.7946 24/2062 [..............................] - ETA: 4:42 - loss: 1042.2513 - logits_profile_predictions_loss: 1020.9264 - logcount_predictions_loss: 0.7957 25/2062 [..............................] - ETA: 4:42 - loss: 1040.8601 - logits_profile_predictions_loss: 1019.5023 - logcount_predictions_loss: 0.7969 26/2062 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[==>...........................] - ETA: 4:08 - loss: 1013.4459 - logits_profile_predictions_loss: 990.7381 - logcount_predictions_loss: 0.8473 274/2062 [==>...........................] - ETA: 4:08 - loss: 1013.4286 - logits_profile_predictions_loss: 990.7199 - logcount_predictions_loss: 0.8473 275/2062 [===>..........................] - ETA: 4:08 - loss: 1013.4135 - logits_profile_predictions_loss: 990.7039 - logcount_predictions_loss: 0.8474 276/2062 [===>..........................] - ETA: 4:08 - loss: 1013.4009 - logits_profile_predictions_loss: 990.6902 - logcount_predictions_loss: 0.8474 277/2062 [===>..........................] - ETA: 4:07 - loss: 1013.3901 - logits_profile_predictions_loss: 990.6783 - logcount_predictions_loss: 0.8474 278/2062 [===>..........................] - ETA: 4:07 - loss: 1013.3801 - logits_profile_predictions_loss: 990.6672 - logcount_predictions_loss: 0.8475 279/2062 [===>..........................] - ETA: 4:07 - loss: 1013.3671 - 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[===>..........................] - ETA: 4:06 - loss: 1013.2507 - logits_profile_predictions_loss: 990.5294 - logcount_predictions_loss: 0.8478 287/2062 [===>..........................] - ETA: 4:06 - loss: 1013.2306 - logits_profile_predictions_loss: 990.5082 - logcount_predictions_loss: 0.8478 288/2062 [===>..........................] - ETA: 4:06 - loss: 1013.2081 - logits_profile_predictions_loss: 990.4845 - logcount_predictions_loss: 0.8479 289/2062 [===>..........................] - ETA: 4:06 - loss: 1013.1861 - logits_profile_predictions_loss: 990.4615 - logcount_predictions_loss: 0.8479 290/2062 [===>..........................] - ETA: 4:06 - loss: 1013.1651 - logits_profile_predictions_loss: 990.4394 - logcount_predictions_loss: 0.8480 291/2062 [===>..........................] - ETA: 4:06 - loss: 1013.1436 - logits_profile_predictions_loss: 990.4168 - logcount_predictions_loss: 0.8480 292/2062 [===>..........................] - ETA: 4:05 - loss: 1013.1239 - 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[===>..........................] - ETA: 4:03 - loss: 1012.7523 - logits_profile_predictions_loss: 989.9975 - logcount_predictions_loss: 0.8490 313/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7398 - logits_profile_predictions_loss: 989.9834 - logcount_predictions_loss: 0.8491 314/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7303 - logits_profile_predictions_loss: 989.9724 - logcount_predictions_loss: 0.8492 315/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7207 - logits_profile_predictions_loss: 989.9614 - logcount_predictions_loss: 0.8492 316/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7098 - logits_profile_predictions_loss: 989.9490 - logcount_predictions_loss: 0.8493 317/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6978 - logits_profile_predictions_loss: 989.9356 - logcount_predictions_loss: 0.8493 318/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6875 - logits_profile_predictions_loss: 989.9239 - logcount_predictions_loss: 0.8494 319/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6771 - logits_profile_predictions_loss: 989.9121 - logcount_predictions_loss: 0.8494 320/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6646 - logits_profile_predictions_loss: 989.8983 - logcount_predictions_loss: 0.8495 321/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6517 - logits_profile_predictions_loss: 989.8840 - logcount_predictions_loss: 0.8495 322/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6398 - logits_profile_predictions_loss: 989.8708 - logcount_predictions_loss: 0.8496 323/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6266 - logits_profile_predictions_loss: 989.8561 - logcount_predictions_loss: 0.8496 324/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6126 - logits_profile_predictions_loss: 989.8407 - logcount_predictions_loss: 0.8497 325/2062 [===>..........................] - ETA: 4:01 - loss: 1012.5986 - logits_profile_predictions_loss: 989.8252 - logcount_predictions_loss: 0.8497 326/2062 [===>..........................] - ETA: 4:01 - loss: 1012.5847 - logits_profile_predictions_loss: 989.8100 - logcount_predictions_loss: 0.8498 327/2062 [===>..........................] - ETA: 4:01 - loss: 1012.5707 - logits_profile_predictions_loss: 989.7944 - logcount_predictions_loss: 0.8499 328/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5578 - logits_profile_predictions_loss: 989.7799 - logcount_predictions_loss: 0.8499 329/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5432 - logits_profile_predictions_loss: 989.7639 - logcount_predictions_loss: 0.8500 330/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5289 - logits_profile_predictions_loss: 989.7481 - logcount_predictions_loss: 0.8500 331/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5160 - logits_profile_predictions_loss: 989.7338 - logcount_predictions_loss: 0.8501 332/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5038 - logits_profile_predictions_loss: 989.7202 - logcount_predictions_loss: 0.8501 333/2062 [===>..........................] - ETA: 4:00 - loss: 1012.4900 - logits_profile_predictions_loss: 989.7052 - logcount_predictions_loss: 0.8502 334/2062 [===>..........................] - ETA: 4:00 - loss: 1012.4758 - logits_profile_predictions_loss: 989.6896 - logcount_predictions_loss: 0.8502 335/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4621 - logits_profile_predictions_loss: 989.6746 - logcount_predictions_loss: 0.8503 336/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4510 - logits_profile_predictions_loss: 989.6622 - logcount_predictions_loss: 0.8503 337/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4401 - logits_profile_predictions_loss: 989.6499 - logcount_predictions_loss: 0.8504 338/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4279 - logits_profile_predictions_loss: 989.6365 - logcount_predictions_loss: 0.8504 339/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4152 - logits_profile_predictions_loss: 989.6225 - logcount_predictions_loss: 0.8505 340/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4028 - logits_profile_predictions_loss: 989.6088 - logcount_predictions_loss: 0.8505 341/2062 [===>..........................] - ETA: 3:59 - loss: 1012.3906 - logits_profile_predictions_loss: 989.5953 - logcount_predictions_loss: 0.8506 342/2062 [===>..........................] - ETA: 3:58 - loss: 1012.3765 - logits_profile_predictions_loss: 989.5799 - logcount_predictions_loss: 0.8506 343/2062 [===>..........................] - ETA: 3:58 - loss: 1012.3615 - logits_profile_predictions_loss: 989.5638 - logcount_predictions_loss: 0.8507 344/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3468 - logits_profile_predictions_loss: 989.5479 - logcount_predictions_loss: 0.8507 345/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3318 - logits_profile_predictions_loss: 989.5317 - logcount_predictions_loss: 0.8507 346/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3174 - logits_profile_predictions_loss: 989.5162 - logcount_predictions_loss: 0.8508 347/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3046 - logits_profile_predictions_loss: 989.5022 - logcount_predictions_loss: 0.8508 348/2062 [====>.........................] - ETA: 3:58 - loss: 1012.2901 - logits_profile_predictions_loss: 989.4867 - logcount_predictions_loss: 0.8509 349/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2747 - logits_profile_predictions_loss: 989.4703 - logcount_predictions_loss: 0.8509 350/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2593 - logits_profile_predictions_loss: 989.4539 - logcount_predictions_loss: 0.8509 351/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2447 - logits_profile_predictions_loss: 989.4382 - logcount_predictions_loss: 0.8510 352/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2307 - logits_profile_predictions_loss: 989.4232 - logcount_predictions_loss: 0.8510 353/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2172 - logits_profile_predictions_loss: 989.4086 - logcount_predictions_loss: 0.8511 354/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2041 - logits_profile_predictions_loss: 989.3945 - logcount_predictions_loss: 0.8511 355/2062 [====>.........................] - ETA: 3:57 - loss: 1012.1919 - logits_profile_predictions_loss: 989.3814 - logcount_predictions_loss: 0.8511 356/2062 [====>.........................] - ETA: 3:57 - loss: 1012.1792 - logits_profile_predictions_loss: 989.3677 - logcount_predictions_loss: 0.8512 357/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1666 - logits_profile_predictions_loss: 989.3541 - logcount_predictions_loss: 0.8512 358/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1553 - logits_profile_predictions_loss: 989.3418 - logcount_predictions_loss: 0.8512 359/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1434 - logits_profile_predictions_loss: 989.3291 - logcount_predictions_loss: 0.8513 360/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1308 - logits_profile_predictions_loss: 989.3156 - logcount_predictions_loss: 0.8513 361/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1186 - logits_profile_predictions_loss: 989.3026 - logcount_predictions_loss: 0.8513 362/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1051 - logits_profile_predictions_loss: 989.2884 - logcount_predictions_loss: 0.8514 363/2062 [====>.........................] - ETA: 3:56 - loss: 1012.0906 - logits_profile_predictions_loss: 989.2731 - logcount_predictions_loss: 0.8514 364/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0769 - logits_profile_predictions_loss: 989.2585 - logcount_predictions_loss: 0.8514 365/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0627 - logits_profile_predictions_loss: 989.2436 - logcount_predictions_loss: 0.8514 366/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0499 - logits_profile_predictions_loss: 989.2299 - logcount_predictions_loss: 0.8515 367/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0384 - logits_profile_predictions_loss: 989.2176 - logcount_predictions_loss: 0.8515 368/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0278 - logits_profile_predictions_loss: 989.2063 - logcount_predictions_loss: 0.8515 369/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0164 - logits_profile_predictions_loss: 989.1941 - logcount_predictions_loss: 0.8516 370/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0032 - logits_profile_predictions_loss: 989.1801 - logcount_predictions_loss: 0.8516 371/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9910 - logits_profile_predictions_loss: 989.1672 - logcount_predictions_loss: 0.8516 372/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9803 - logits_profile_predictions_loss: 989.1559 - logcount_predictions_loss: 0.8516 373/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9695 - logits_profile_predictions_loss: 989.1443 - logcount_predictions_loss: 0.8517 374/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9604 - logits_profile_predictions_loss: 989.1345 - logcount_predictions_loss: 0.8517 375/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9490 - logits_profile_predictions_loss: 989.1223 - logcount_predictions_loss: 0.8517 376/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9382 - logits_profile_predictions_loss: 989.1107 - logcount_predictions_loss: 0.8518 377/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9292 - logits_profile_predictions_loss: 989.1008 - logcount_predictions_loss: 0.8518 378/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9215 - logits_profile_predictions_loss: 989.0922 - logcount_predictions_loss: 0.8518 379/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9151 - logits_profile_predictions_loss: 989.0849 - logcount_predictions_loss: 0.8519 380/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9097 - logits_profile_predictions_loss: 989.0785 - logcount_predictions_loss: 0.8519 381/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9026 - logits_profile_predictions_loss: 989.0705 - logcount_predictions_loss: 0.8519 382/2062 [====>.........................] - ETA: 3:53 - loss: 1011.8940 - logits_profile_predictions_loss: 989.0608 - logcount_predictions_loss: 0.8520 383/2062 [====>.........................] - ETA: 3:53 - loss: 1011.8858 - logits_profile_predictions_loss: 989.0516 - logcount_predictions_loss: 0.8520 384/2062 [====>.........................] - ETA: 3:53 - loss: 1011.8760 - logits_profile_predictions_loss: 989.0408 - logcount_predictions_loss: 0.8520 385/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8680 - logits_profile_predictions_loss: 989.0317 - logcount_predictions_loss: 0.8521 386/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8583 - logits_profile_predictions_loss: 989.0210 - logcount_predictions_loss: 0.8521 387/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8488 - logits_profile_predictions_loss: 989.0103 - logcount_predictions_loss: 0.8522 388/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8385 - logits_profile_predictions_loss: 988.9989 - logcount_predictions_loss: 0.8522 389/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8281 - logits_profile_predictions_loss: 988.9873 - logcount_predictions_loss: 0.8523 390/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8182 - logits_profile_predictions_loss: 988.9763 - logcount_predictions_loss: 0.8523 391/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8078 - logits_profile_predictions_loss: 988.9648 - logcount_predictions_loss: 0.8523 392/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7970 - logits_profile_predictions_loss: 988.9529 - logcount_predictions_loss: 0.8524 393/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7860 - logits_profile_predictions_loss: 988.9408 - logcount_predictions_loss: 0.8524 394/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7766 - logits_profile_predictions_loss: 988.9302 - logcount_predictions_loss: 0.8525 395/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7670 - logits_profile_predictions_loss: 988.9194 - logcount_predictions_loss: 0.8525 396/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7553 - logits_profile_predictions_loss: 988.9066 - logcount_predictions_loss: 0.8526 397/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7435 - logits_profile_predictions_loss: 988.8936 - logcount_predictions_loss: 0.8526 398/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7308 - logits_profile_predictions_loss: 988.8797 - logcount_predictions_loss: 0.8526 399/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7174 - logits_profile_predictions_loss: 988.8652 - logcount_predictions_loss: 0.8527 400/2062 [====>.........................] - ETA: 3:50 - loss: 1011.7049 - logits_profile_predictions_loss: 988.8515 - logcount_predictions_loss: 0.8527 401/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6931 - logits_profile_predictions_loss: 988.8385 - logcount_predictions_loss: 0.8528 402/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6820 - logits_profile_predictions_loss: 988.8263 - logcount_predictions_loss: 0.8528 403/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6708 - logits_profile_predictions_loss: 988.8139 - logcount_predictions_loss: 0.8529 404/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6601 - logits_profile_predictions_loss: 988.8021 - logcount_predictions_loss: 0.8529 405/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6509 - logits_profile_predictions_loss: 988.7916 - logcount_predictions_loss: 0.8529 406/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6429 - logits_profile_predictions_loss: 988.7824 - logcount_predictions_loss: 0.8530 407/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6344 - logits_profile_predictions_loss: 988.7726 - logcount_predictions_loss: 0.8530 408/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6263 - logits_profile_predictions_loss: 988.7633 - logcount_predictions_loss: 0.8531 409/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6193 - logits_profile_predictions_loss: 988.7550 - logcount_predictions_loss: 0.8531 410/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6120 - logits_profile_predictions_loss: 988.7465 - logcount_predictions_loss: 0.8532 411/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6053 - logits_profile_predictions_loss: 988.7387 - logcount_predictions_loss: 0.8532 412/2062 [====>.........................] - ETA: 3:49 - loss: 1011.5983 - logits_profile_predictions_loss: 988.7305 - logcount_predictions_loss: 0.8533 413/2062 [=====>........................] - ETA: 3:49 - loss: 1011.5933 - logits_profile_predictions_loss: 988.7244 - logcount_predictions_loss: 0.8533 414/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5871 - logits_profile_predictions_loss: 988.7171 - logcount_predictions_loss: 0.8533 415/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5823 - logits_profile_predictions_loss: 988.7112 - logcount_predictions_loss: 0.8534 416/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5767 - logits_profile_predictions_loss: 988.7045 - logcount_predictions_loss: 0.8534 417/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5728 - logits_profile_predictions_loss: 988.6994 - logcount_predictions_loss: 0.8535 418/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5675 - logits_profile_predictions_loss: 988.6930 - logcount_predictions_loss: 0.8535 419/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5632 - logits_profile_predictions_loss: 988.6875 - logcount_predictions_loss: 0.8536 420/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5601 - logits_profile_predictions_loss: 988.6833 - logcount_predictions_loss: 0.8536 421/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5578 - logits_profile_predictions_loss: 988.6798 - logcount_predictions_loss: 0.8536 422/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5553 - logits_profile_predictions_loss: 988.6761 - logcount_predictions_loss: 0.8537 423/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5535 - logits_profile_predictions_loss: 988.6731 - logcount_predictions_loss: 0.8537 424/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5505 - logits_profile_predictions_loss: 988.6691 - logcount_predictions_loss: 0.8538 425/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5479 - logits_profile_predictions_loss: 988.6653 - logcount_predictions_loss: 0.8538 426/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5447 - logits_profile_predictions_loss: 988.6610 - logcount_predictions_loss: 0.8539 427/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5418 - logits_profile_predictions_loss: 988.6569 - logcount_predictions_loss: 0.8539 428/2062 [=====>........................] - ETA: 3:46 - loss: 1011.5400 - logits_profile_predictions_loss: 988.6540 - logcount_predictions_loss: 0.8539 429/2062 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logits_profile_predictions_loss: 986.2185 - logcount_predictions_loss: 0.8649 2061/2062 [============================>.] - ETA: 0s - loss: 1009.3975 - logits_profile_predictions_loss: 986.2186 - logcount_predictions_loss: 0.8649 2062/2062 [==============================] - ETA: 0s - loss: 1009.3976 - logits_profile_predictions_loss: 986.2187 - logcount_predictions_loss: 0.8649 2062/2062 [==============================] - 299s 145ms/step - loss: 1009.3977 - logits_profile_predictions_loss: 986.2188 - logcount_predictions_loss: 0.8649 - val_loss: 1068.1677 - val_logits_profile_predictions_loss: 1040.6189 - val_logcount_predictions_loss: 1.0279 + +Epoch 00006: val_loss did not improve from 1062.39807 +Epoch 7/50 + 1/2062 [..............................] - ETA: 5:20 - loss: 1058.6624 - logits_profile_predictions_loss: 1037.3829 - logcount_predictions_loss: 0.7940 2/2062 [..............................] - ETA: 4:49 - loss: 1085.6752 - logits_profile_predictions_loss: 1065.1926 - 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1076.8511 - logits_profile_predictions_loss: 1057.0907 - logcount_predictions_loss: 0.7373 10/2062 [..............................] - ETA: 4:47 - loss: 1075.9617 - logits_profile_predictions_loss: 1056.1736 - logcount_predictions_loss: 0.7384 11/2062 [..............................] - ETA: 4:47 - loss: 1074.0410 - logits_profile_predictions_loss: 1054.2104 - logcount_predictions_loss: 0.7399 12/2062 [..............................] - ETA: 4:47 - loss: 1071.1908 - logits_profile_predictions_loss: 1051.2900 - logcount_predictions_loss: 0.7426 13/2062 [..............................] - ETA: 4:46 - loss: 1068.3208 - logits_profile_predictions_loss: 1048.3286 - logcount_predictions_loss: 0.7460 14/2062 [..............................] - ETA: 4:46 - loss: 1065.0235 - logits_profile_predictions_loss: 1044.9624 - logcount_predictions_loss: 0.7485 15/2062 [..............................] - ETA: 4:46 - loss: 1061.5356 - logits_profile_predictions_loss: 1041.3389 - logcount_predictions_loss: 0.7536 16/2062 [..............................] - ETA: 4:46 - loss: 1058.5280 - logits_profile_predictions_loss: 1038.2148 - logcount_predictions_loss: 0.7580 17/2062 [..............................] - ETA: 4:46 - loss: 1055.5964 - logits_profile_predictions_loss: 1035.1761 - logcount_predictions_loss: 0.7619 18/2062 [..............................] - ETA: 4:46 - loss: 1052.8781 - logits_profile_predictions_loss: 1032.3600 - logcount_predictions_loss: 0.7656 19/2062 [..............................] - ETA: 4:45 - loss: 1050.9042 - logits_profile_predictions_loss: 1030.3095 - logcount_predictions_loss: 0.7685 20/2062 [..............................] - ETA: 4:45 - loss: 1049.2525 - logits_profile_predictions_loss: 1028.5730 - logcount_predictions_loss: 0.7716 21/2062 [..............................] - ETA: 4:45 - loss: 1048.4090 - logits_profile_predictions_loss: 1027.6256 - logcount_predictions_loss: 0.7755 22/2062 [..............................] - ETA: 4:45 - loss: 1047.2494 - logits_profile_predictions_loss: 1026.3657 - logcount_predictions_loss: 0.7792 23/2062 [..............................] - ETA: 4:45 - loss: 1046.6725 - logits_profile_predictions_loss: 1025.6793 - logcount_predictions_loss: 0.7833 24/2062 [..............................] - ETA: 4:45 - loss: 1046.1414 - logits_profile_predictions_loss: 1025.0558 - logcount_predictions_loss: 0.7868 25/2062 [..............................] - ETA: 4:44 - loss: 1045.7109 - logits_profile_predictions_loss: 1024.5433 - logcount_predictions_loss: 0.7898 26/2062 [..............................] - ETA: 4:44 - loss: 1045.2725 - logits_profile_predictions_loss: 1024.0387 - logcount_predictions_loss: 0.7923 27/2062 [..............................] - ETA: 4:44 - loss: 1044.7279 - logits_profile_predictions_loss: 1023.4278 - logcount_predictions_loss: 0.7948 28/2062 [..............................] - ETA: 4:44 - loss: 1044.3508 - logits_profile_predictions_loss: 1022.9928 - logcount_predictions_loss: 0.7969 29/2062 [..............................] - ETA: 4:44 - loss: 1044.1279 - logits_profile_predictions_loss: 1022.7235 - logcount_predictions_loss: 0.7987 30/2062 [..............................] - ETA: 4:44 - loss: 1043.8158 - logits_profile_predictions_loss: 1022.3692 - logcount_predictions_loss: 0.8002 31/2062 [..............................] - ETA: 4:44 - loss: 1043.6299 - logits_profile_predictions_loss: 1022.1497 - logcount_predictions_loss: 0.8015 32/2062 [..............................] - ETA: 4:43 - loss: 1043.5051 - logits_profile_predictions_loss: 1021.9842 - logcount_predictions_loss: 0.8030 33/2062 [..............................] - ETA: 4:43 - loss: 1043.4339 - logits_profile_predictions_loss: 1021.8718 - logcount_predictions_loss: 0.8046 34/2062 [..............................] - ETA: 4:43 - loss: 1043.2945 - logits_profile_predictions_loss: 1021.6964 - logcount_predictions_loss: 0.8059 35/2062 [..............................] - ETA: 4:43 - loss: 1043.0544 - 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[..............................] - ETA: 4:42 - loss: 1040.3868 - logits_profile_predictions_loss: 1018.5503 - logcount_predictions_loss: 0.8148 43/2062 [..............................] - ETA: 4:42 - loss: 1039.9502 - logits_profile_predictions_loss: 1018.0906 - logcount_predictions_loss: 0.8157 44/2062 [..............................] - ETA: 4:42 - loss: 1039.5246 - logits_profile_predictions_loss: 1017.6432 - logcount_predictions_loss: 0.8165 45/2062 [..............................] - ETA: 4:42 - loss: 1039.0371 - logits_profile_predictions_loss: 1017.1355 - logcount_predictions_loss: 0.8172 46/2062 [..............................] - ETA: 4:41 - loss: 1038.4997 - logits_profile_predictions_loss: 1016.5805 - logcount_predictions_loss: 0.8179 47/2062 [..............................] - ETA: 4:41 - loss: 1038.0672 - logits_profile_predictions_loss: 1016.1290 - logcount_predictions_loss: 0.8186 48/2062 [..............................] - ETA: 4:41 - loss: 1037.6294 - logits_profile_predictions_loss: 1015.6730 - logcount_predictions_loss: 0.8193 49/2062 [..............................] - ETA: 4:41 - loss: 1037.2806 - logits_profile_predictions_loss: 1015.3099 - logcount_predictions_loss: 0.8198 50/2062 [..............................] - ETA: 4:41 - loss: 1037.0116 - logits_profile_predictions_loss: 1015.0266 - logcount_predictions_loss: 0.8203 51/2062 [..............................] - ETA: 4:41 - loss: 1036.7799 - logits_profile_predictions_loss: 1014.7778 - logcount_predictions_loss: 0.8210 52/2062 [..............................] - ETA: 4:41 - loss: 1036.5258 - logits_profile_predictions_loss: 1014.4998 - logcount_predictions_loss: 0.8219 53/2062 [..............................] - ETA: 4:40 - loss: 1036.2095 - logits_profile_predictions_loss: 1014.1600 - logcount_predictions_loss: 0.8227 54/2062 [..............................] - ETA: 4:40 - loss: 1035.8664 - logits_profile_predictions_loss: 1013.7952 - logcount_predictions_loss: 0.8235 55/2062 [..............................] - ETA: 4:40 - loss: 1035.4942 - logits_profile_predictions_loss: 1013.4024 - logcount_predictions_loss: 0.8243 56/2062 [..............................] - ETA: 4:40 - loss: 1035.1415 - logits_profile_predictions_loss: 1013.0262 - logcount_predictions_loss: 0.8252 57/2062 [..............................] - ETA: 4:40 - loss: 1034.8250 - logits_profile_predictions_loss: 1012.6838 - logcount_predictions_loss: 0.8262 58/2062 [..............................] - ETA: 4:40 - loss: 1034.5096 - logits_profile_predictions_loss: 1012.3450 - logcount_predictions_loss: 0.8270 59/2062 [..............................] - ETA: 4:40 - loss: 1034.2039 - logits_profile_predictions_loss: 1012.0174 - logcount_predictions_loss: 0.8279 60/2062 [..............................] - ETA: 4:40 - loss: 1033.8675 - logits_profile_predictions_loss: 1011.6608 - logcount_predictions_loss: 0.8286 61/2062 [..............................] - ETA: 4:39 - loss: 1033.4937 - logits_profile_predictions_loss: 1011.2653 - logcount_predictions_loss: 0.8294 62/2062 [..............................] - ETA: 4:39 - loss: 1033.1325 - logits_profile_predictions_loss: 1010.8847 - logcount_predictions_loss: 0.8301 63/2062 [..............................] - ETA: 4:39 - loss: 1032.7873 - logits_profile_predictions_loss: 1010.5208 - logcount_predictions_loss: 0.8308 64/2062 [..............................] - ETA: 4:39 - loss: 1032.4297 - logits_profile_predictions_loss: 1010.1445 - logcount_predictions_loss: 0.8315 65/2062 [..............................] - ETA: 4:39 - loss: 1032.0749 - logits_profile_predictions_loss: 1009.7722 - logcount_predictions_loss: 0.8322 66/2062 [..............................] - ETA: 4:39 - loss: 1031.6932 - logits_profile_predictions_loss: 1009.3736 - logcount_predictions_loss: 0.8328 67/2062 [..............................] - ETA: 4:39 - loss: 1031.3179 - logits_profile_predictions_loss: 1008.9825 - logcount_predictions_loss: 0.8334 68/2062 [..............................] - ETA: 4:38 - loss: 1030.9808 - logits_profile_predictions_loss: 1008.6290 - logcount_predictions_loss: 0.8340 69/2062 [>.............................] - ETA: 4:38 - loss: 1030.6713 - logits_profile_predictions_loss: 1008.3029 - logcount_predictions_loss: 0.8346 70/2062 [>.............................] - ETA: 4:38 - loss: 1030.3375 - logits_profile_predictions_loss: 1007.9520 - logcount_predictions_loss: 0.8353 71/2062 [>.............................] - ETA: 4:38 - loss: 1029.9859 - logits_profile_predictions_loss: 1007.5834 - logcount_predictions_loss: 0.8359 72/2062 [>.............................] - ETA: 4:38 - loss: 1029.6585 - logits_profile_predictions_loss: 1007.2404 - logcount_predictions_loss: 0.8365 73/2062 [>.............................] - ETA: 4:38 - loss: 1029.3475 - logits_profile_predictions_loss: 1006.9138 - logcount_predictions_loss: 0.8371 74/2062 [>.............................] - ETA: 4:38 - loss: 1029.0640 - logits_profile_predictions_loss: 1006.6164 - logcount_predictions_loss: 0.8376 75/2062 [>.............................] - ETA: 4:37 - loss: 1028.7856 - logits_profile_predictions_loss: 1006.3254 - logcount_predictions_loss: 0.8381 76/2062 [>.............................] - ETA: 4:37 - loss: 1028.5412 - logits_profile_predictions_loss: 1006.0687 - logcount_predictions_loss: 0.8385 77/2062 [>.............................] - ETA: 4:37 - loss: 1028.2718 - logits_profile_predictions_loss: 1005.7890 - logcount_predictions_loss: 0.8389 78/2062 [>.............................] - ETA: 4:37 - loss: 1028.0494 - logits_profile_predictions_loss: 1005.5561 - logcount_predictions_loss: 0.8393 79/2062 [>.............................] - ETA: 4:37 - loss: 1027.8367 - logits_profile_predictions_loss: 1005.3336 - logcount_predictions_loss: 0.8397 80/2062 [>.............................] - ETA: 4:37 - loss: 1027.6037 - logits_profile_predictions_loss: 1005.0898 - logcount_predictions_loss: 0.8401 81/2062 [>.............................] - ETA: 4:37 - loss: 1027.3656 - logits_profile_predictions_loss: 1004.8413 - logcount_predictions_loss: 0.8405 82/2062 [>.............................] - ETA: 4:36 - loss: 1027.1279 - logits_profile_predictions_loss: 1004.5941 - logcount_predictions_loss: 0.8408 83/2062 [>.............................] - ETA: 4:36 - loss: 1026.8728 - logits_profile_predictions_loss: 1004.3293 - logcount_predictions_loss: 0.8412 84/2062 [>.............................] - ETA: 4:36 - loss: 1026.6136 - logits_profile_predictions_loss: 1004.0594 - logcount_predictions_loss: 0.8416 85/2062 [>.............................] - ETA: 4:36 - loss: 1026.3601 - logits_profile_predictions_loss: 1003.7954 - logcount_predictions_loss: 0.8420 86/2062 [>.............................] - ETA: 4:36 - loss: 1026.1201 - logits_profile_predictions_loss: 1003.5442 - logcount_predictions_loss: 0.8424 87/2062 [>.............................] - ETA: 4:36 - loss: 1025.8488 - logits_profile_predictions_loss: 1003.2629 - logcount_predictions_loss: 0.8428 88/2062 [>.............................] - ETA: 4:36 - loss: 1025.5683 - logits_profile_predictions_loss: 1002.9732 - logcount_predictions_loss: 0.8431 89/2062 [>.............................] - ETA: 4:36 - loss: 1025.2777 - logits_profile_predictions_loss: 1002.6739 - logcount_predictions_loss: 0.8434 90/2062 [>.............................] - ETA: 4:35 - loss: 1025.0024 - logits_profile_predictions_loss: 1002.3911 - logcount_predictions_loss: 0.8437 91/2062 [>.............................] - ETA: 4:35 - loss: 1024.7201 - logits_profile_predictions_loss: 1002.1017 - logcount_predictions_loss: 0.8440 92/2062 [>.............................] - ETA: 4:35 - loss: 1024.4642 - logits_profile_predictions_loss: 1001.8386 - logcount_predictions_loss: 0.8442 93/2062 [>.............................] - ETA: 4:35 - loss: 1024.2399 - logits_profile_predictions_loss: 1001.6071 - logcount_predictions_loss: 0.8445 94/2062 [>.............................] - ETA: 4:35 - loss: 1024.0230 - logits_profile_predictions_loss: 1001.3832 - logcount_predictions_loss: 0.8448 95/2062 [>.............................] - ETA: 4:35 - loss: 1023.8005 - logits_profile_predictions_loss: 1001.1539 - logcount_predictions_loss: 0.8450 96/2062 [>.............................] - ETA: 4:35 - loss: 1023.5754 - logits_profile_predictions_loss: 1000.9231 - logcount_predictions_loss: 0.8452 97/2062 [>.............................] - ETA: 4:34 - loss: 1023.3766 - logits_profile_predictions_loss: 1000.7194 - logcount_predictions_loss: 0.8454 98/2062 [>.............................] - ETA: 4:34 - loss: 1023.1575 - logits_profile_predictions_loss: 1000.4958 - logcount_predictions_loss: 0.8456 99/2062 [>.............................] - ETA: 4:34 - loss: 1022.9548 - logits_profile_predictions_loss: 1000.2873 - logcount_predictions_loss: 0.8458 100/2062 [>.............................] - ETA: 4:34 - loss: 1022.7462 - logits_profile_predictions_loss: 1000.0731 - logcount_predictions_loss: 0.8460 101/2062 [>.............................] - ETA: 4:34 - loss: 1022.5293 - logits_profile_predictions_loss: 999.8510 - logcount_predictions_loss: 0.8462  102/2062 [>.............................] - ETA: 4:34 - loss: 1022.3110 - logits_profile_predictions_loss: 999.6278 - logcount_predictions_loss: 0.8464 103/2062 [>.............................] - ETA: 4:34 - loss: 1022.0872 - logits_profile_predictions_loss: 999.3988 - logcount_predictions_loss: 0.8466 104/2062 [>.............................] - ETA: 4:33 - loss: 1021.8570 - logits_profile_predictions_loss: 999.1631 - logcount_predictions_loss: 0.8468 105/2062 [>.............................] - ETA: 4:33 - loss: 1021.6780 - logits_profile_predictions_loss: 998.9788 - logcount_predictions_loss: 0.8470 106/2062 [>.............................] - ETA: 4:33 - loss: 1021.5010 - logits_profile_predictions_loss: 998.7963 - logcount_predictions_loss: 0.8472 107/2062 [>.............................] - ETA: 4:33 - loss: 1021.3326 - logits_profile_predictions_loss: 998.6233 - logcount_predictions_loss: 0.8474 108/2062 [>.............................] - ETA: 4:33 - loss: 1021.1631 - logits_profile_predictions_loss: 998.4490 - logcount_predictions_loss: 0.8475 109/2062 [>.............................] - ETA: 4:33 - loss: 1020.9831 - logits_profile_predictions_loss: 998.2644 - logcount_predictions_loss: 0.8477 110/2062 [>.............................] - ETA: 4:33 - loss: 1020.8056 - logits_profile_predictions_loss: 998.0824 - logcount_predictions_loss: 0.8479 111/2062 [>.............................] - ETA: 4:32 - loss: 1020.6297 - logits_profile_predictions_loss: 997.9019 - logcount_predictions_loss: 0.8480 112/2062 [>.............................] - ETA: 4:32 - loss: 1020.4513 - logits_profile_predictions_loss: 997.7184 - logcount_predictions_loss: 0.8482 113/2062 [>.............................] - ETA: 4:32 - loss: 1020.2568 - 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logits_profile_predictions_loss: 991.2615 - logcount_predictions_loss: 0.8526 153/2062 [=>............................] - ETA: 4:27 - loss: 1014.0075 - logits_profile_predictions_loss: 991.1541 - logcount_predictions_loss: 0.8527 154/2062 [=>............................] - ETA: 4:26 - loss: 1013.9027 - logits_profile_predictions_loss: 991.0468 - logcount_predictions_loss: 0.8528 155/2062 [=>............................] - ETA: 4:26 - loss: 1013.7975 - logits_profile_predictions_loss: 990.9392 - logcount_predictions_loss: 0.8529 156/2062 [=>............................] - ETA: 4:26 - loss: 1013.6985 - logits_profile_predictions_loss: 990.8379 - logcount_predictions_loss: 0.8530 157/2062 [=>............................] - ETA: 4:26 - loss: 1013.6112 - logits_profile_predictions_loss: 990.7484 - logcount_predictions_loss: 0.8531 158/2062 [=>............................] - ETA: 4:26 - loss: 1013.5202 - logits_profile_predictions_loss: 990.6553 - logcount_predictions_loss: 0.8532 159/2062 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[==>...........................] - ETA: 4:11 - loss: 1008.7867 - logits_profile_predictions_loss: 985.9216 - logcount_predictions_loss: 0.8532 264/2062 [==>...........................] - ETA: 4:11 - loss: 1008.7500 - logits_profile_predictions_loss: 985.8861 - logcount_predictions_loss: 0.8531 265/2062 [==>...........................] - ETA: 4:11 - loss: 1008.7135 - logits_profile_predictions_loss: 985.8509 - logcount_predictions_loss: 0.8531 266/2062 [==>...........................] - ETA: 4:11 - loss: 1008.6726 - logits_profile_predictions_loss: 985.8113 - logcount_predictions_loss: 0.8530 267/2062 [==>...........................] - ETA: 4:11 - loss: 1008.6305 - logits_profile_predictions_loss: 985.7704 - logcount_predictions_loss: 0.8530 268/2062 [==>...........................] - ETA: 4:11 - loss: 1008.5887 - logits_profile_predictions_loss: 985.7298 - logcount_predictions_loss: 0.8529 269/2062 [==>...........................] - ETA: 4:10 - loss: 1008.5526 - logits_profile_predictions_loss: 985.6949 - logcount_predictions_loss: 0.8529 270/2062 [==>...........................] - ETA: 4:10 - loss: 1008.5167 - logits_profile_predictions_loss: 985.6602 - logcount_predictions_loss: 0.8529 271/2062 [==>...........................] - ETA: 4:10 - loss: 1008.4788 - logits_profile_predictions_loss: 985.6235 - logcount_predictions_loss: 0.8528 272/2062 [==>...........................] - ETA: 4:10 - loss: 1008.4454 - logits_profile_predictions_loss: 985.5913 - logcount_predictions_loss: 0.8528 273/2062 [==>...........................] - ETA: 4:10 - loss: 1008.4126 - logits_profile_predictions_loss: 985.5596 - logcount_predictions_loss: 0.8527 274/2062 [==>...........................] - ETA: 4:10 - loss: 1008.3822 - logits_profile_predictions_loss: 985.5304 - logcount_predictions_loss: 0.8527 275/2062 [===>..........................] - ETA: 4:10 - loss: 1008.3486 - logits_profile_predictions_loss: 985.4980 - logcount_predictions_loss: 0.8526 276/2062 [===>..........................] - ETA: 4:09 - loss: 1008.3157 - logits_profile_predictions_loss: 985.4662 - logcount_predictions_loss: 0.8526 277/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2847 - logits_profile_predictions_loss: 985.4364 - logcount_predictions_loss: 0.8525 278/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2572 - logits_profile_predictions_loss: 985.4099 - logcount_predictions_loss: 0.8525 279/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2284 - logits_profile_predictions_loss: 985.3822 - logcount_predictions_loss: 0.8525 280/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2005 - logits_profile_predictions_loss: 985.3554 - logcount_predictions_loss: 0.8524 281/2062 [===>..........................] - ETA: 4:09 - loss: 1008.1723 - logits_profile_predictions_loss: 985.3282 - logcount_predictions_loss: 0.8524 282/2062 [===>..........................] - ETA: 4:09 - loss: 1008.1451 - logits_profile_predictions_loss: 985.3022 - logcount_predictions_loss: 0.8523 283/2062 [===>..........................] - ETA: 4:08 - loss: 1008.1165 - logits_profile_predictions_loss: 985.2747 - logcount_predictions_loss: 0.8523 284/2062 [===>..........................] - ETA: 4:08 - loss: 1008.0866 - logits_profile_predictions_loss: 985.2459 - logcount_predictions_loss: 0.8523 285/2062 [===>..........................] - ETA: 4:08 - loss: 1008.0571 - logits_profile_predictions_loss: 985.2177 - logcount_predictions_loss: 0.8522 286/2062 [===>..........................] - ETA: 4:08 - loss: 1008.0249 - logits_profile_predictions_loss: 985.1865 - logcount_predictions_loss: 0.8522 287/2062 [===>..........................] - ETA: 4:08 - loss: 1007.9885 - logits_profile_predictions_loss: 985.1511 - logcount_predictions_loss: 0.8521 288/2062 [===>..........................] - ETA: 4:08 - loss: 1007.9525 - logits_profile_predictions_loss: 985.1161 - logcount_predictions_loss: 0.8521 289/2062 [===>..........................] - ETA: 4:08 - loss: 1007.9161 - logits_profile_predictions_loss: 985.0807 - logcount_predictions_loss: 0.8521 290/2062 [===>..........................] - ETA: 4:07 - loss: 1007.8789 - logits_profile_predictions_loss: 985.0444 - logcount_predictions_loss: 0.8520 291/2062 [===>..........................] - ETA: 4:07 - loss: 1007.8427 - logits_profile_predictions_loss: 985.0092 - logcount_predictions_loss: 0.8520 292/2062 [===>..........................] - ETA: 4:07 - loss: 1007.8069 - logits_profile_predictions_loss: 984.9744 - logcount_predictions_loss: 0.8520 293/2062 [===>..........................] - ETA: 4:07 - loss: 1007.7704 - logits_profile_predictions_loss: 984.9390 - logcount_predictions_loss: 0.8519 294/2062 [===>..........................] - ETA: 4:07 - loss: 1007.7336 - logits_profile_predictions_loss: 984.9032 - logcount_predictions_loss: 0.8519 295/2062 [===>..........................] - ETA: 4:07 - loss: 1007.6990 - logits_profile_predictions_loss: 984.8695 - logcount_predictions_loss: 0.8518 296/2062 [===>..........................] - ETA: 4:07 - loss: 1007.6658 - logits_profile_predictions_loss: 984.8371 - logcount_predictions_loss: 0.8518 297/2062 [===>..........................] - ETA: 4:06 - loss: 1007.6330 - logits_profile_predictions_loss: 984.8053 - logcount_predictions_loss: 0.8518 298/2062 [===>..........................] - ETA: 4:06 - loss: 1007.6004 - logits_profile_predictions_loss: 984.7736 - logcount_predictions_loss: 0.8517 299/2062 [===>..........................] - ETA: 4:06 - loss: 1007.5668 - logits_profile_predictions_loss: 984.7410 - logcount_predictions_loss: 0.8517 300/2062 [===>..........................] - ETA: 4:06 - loss: 1007.5320 - logits_profile_predictions_loss: 984.7073 - logcount_predictions_loss: 0.8517 301/2062 [===>..........................] - ETA: 4:06 - loss: 1007.4956 - logits_profile_predictions_loss: 984.6719 - logcount_predictions_loss: 0.8516 302/2062 [===>..........................] - ETA: 4:06 - loss: 1007.4590 - logits_profile_predictions_loss: 984.6364 - logcount_predictions_loss: 0.8516 303/2062 [===>..........................] - ETA: 4:06 - loss: 1007.4251 - logits_profile_predictions_loss: 984.6037 - logcount_predictions_loss: 0.8515 304/2062 [===>..........................] - ETA: 4:05 - loss: 1007.3910 - logits_profile_predictions_loss: 984.5709 - logcount_predictions_loss: 0.8515 305/2062 [===>..........................] - ETA: 4:05 - loss: 1007.3558 - logits_profile_predictions_loss: 984.5371 - logcount_predictions_loss: 0.8514 306/2062 [===>..........................] - ETA: 4:05 - loss: 1007.3198 - logits_profile_predictions_loss: 984.5023 - logcount_predictions_loss: 0.8514 307/2062 [===>..........................] - ETA: 4:05 - loss: 1007.2833 - logits_profile_predictions_loss: 984.4672 - logcount_predictions_loss: 0.8513 308/2062 [===>..........................] - ETA: 4:05 - loss: 1007.2475 - logits_profile_predictions_loss: 984.4328 - logcount_predictions_loss: 0.8513 309/2062 [===>..........................] - ETA: 4:05 - loss: 1007.2120 - logits_profile_predictions_loss: 984.3986 - logcount_predictions_loss: 0.8512 310/2062 [===>..........................] - ETA: 4:05 - loss: 1007.1755 - logits_profile_predictions_loss: 984.3634 - logcount_predictions_loss: 0.8512 311/2062 [===>..........................] - ETA: 4:05 - loss: 1007.1389 - logits_profile_predictions_loss: 984.3281 - logcount_predictions_loss: 0.8511 312/2062 [===>..........................] - ETA: 4:04 - loss: 1007.0995 - logits_profile_predictions_loss: 984.2901 - logcount_predictions_loss: 0.8511 313/2062 [===>..........................] - ETA: 4:04 - loss: 1007.0606 - logits_profile_predictions_loss: 984.2526 - logcount_predictions_loss: 0.8510 314/2062 [===>..........................] - ETA: 4:04 - loss: 1007.0226 - logits_profile_predictions_loss: 984.2158 - logcount_predictions_loss: 0.8510 315/2062 [===>..........................] - ETA: 4:04 - loss: 1006.9840 - logits_profile_predictions_loss: 984.1785 - logcount_predictions_loss: 0.8510 316/2062 [===>..........................] - ETA: 4:04 - loss: 1006.9456 - logits_profile_predictions_loss: 984.1413 - logcount_predictions_loss: 0.8509 317/2062 [===>..........................] - ETA: 4:04 - loss: 1006.9062 - logits_profile_predictions_loss: 984.1033 - logcount_predictions_loss: 0.8509 318/2062 [===>..........................] - ETA: 4:04 - loss: 1006.8672 - logits_profile_predictions_loss: 984.0657 - logcount_predictions_loss: 0.8508 319/2062 [===>..........................] - ETA: 4:03 - loss: 1006.8279 - logits_profile_predictions_loss: 984.0278 - logcount_predictions_loss: 0.8508 320/2062 [===>..........................] - ETA: 4:03 - loss: 1006.7897 - logits_profile_predictions_loss: 983.9910 - logcount_predictions_loss: 0.8507 321/2062 [===>..........................] - ETA: 4:03 - loss: 1006.7524 - logits_profile_predictions_loss: 983.9551 - logcount_predictions_loss: 0.8506 322/2062 [===>..........................] - ETA: 4:03 - loss: 1006.7158 - logits_profile_predictions_loss: 983.9201 - logcount_predictions_loss: 0.8506 323/2062 [===>..........................] - ETA: 4:03 - loss: 1006.6777 - logits_profile_predictions_loss: 983.8833 - logcount_predictions_loss: 0.8505 324/2062 [===>..........................] - ETA: 4:03 - loss: 1006.6407 - logits_profile_predictions_loss: 983.8478 - logcount_predictions_loss: 0.8505 325/2062 [===>..........................] - ETA: 4:03 - loss: 1006.6021 - logits_profile_predictions_loss: 983.8107 - logcount_predictions_loss: 0.8504 326/2062 [===>..........................] - ETA: 4:02 - loss: 1006.5620 - logits_profile_predictions_loss: 983.7719 - logcount_predictions_loss: 0.8504 327/2062 [===>..........................] - ETA: 4:02 - loss: 1006.5232 - logits_profile_predictions_loss: 983.7346 - logcount_predictions_loss: 0.8503 328/2062 [===>..........................] - ETA: 4:02 - loss: 1006.4846 - logits_profile_predictions_loss: 983.6975 - logcount_predictions_loss: 0.8503 329/2062 [===>..........................] - ETA: 4:02 - loss: 1006.4477 - logits_profile_predictions_loss: 983.6621 - logcount_predictions_loss: 0.8502 330/2062 [===>..........................] - ETA: 4:02 - loss: 1006.4107 - logits_profile_predictions_loss: 983.6265 - logcount_predictions_loss: 0.8502 331/2062 [===>..........................] - ETA: 4:02 - loss: 1006.3742 - logits_profile_predictions_loss: 983.5915 - logcount_predictions_loss: 0.8501 332/2062 [===>..........................] - ETA: 4:02 - loss: 1006.3367 - logits_profile_predictions_loss: 983.5554 - logcount_predictions_loss: 0.8500 333/2062 [===>..........................] - ETA: 4:01 - loss: 1006.2992 - logits_profile_predictions_loss: 983.5195 - logcount_predictions_loss: 0.8500 334/2062 [===>..........................] - ETA: 4:01 - loss: 1006.2633 - logits_profile_predictions_loss: 983.4850 - logcount_predictions_loss: 0.8499 335/2062 [===>..........................] - ETA: 4:01 - loss: 1006.2290 - logits_profile_predictions_loss: 983.4521 - logcount_predictions_loss: 0.8499 336/2062 [===>..........................] - ETA: 4:01 - loss: 1006.1948 - logits_profile_predictions_loss: 983.4193 - logcount_predictions_loss: 0.8498 337/2062 [===>..........................] - ETA: 4:01 - loss: 1006.1577 - logits_profile_predictions_loss: 983.3837 - logcount_predictions_loss: 0.8498 338/2062 [===>..........................] - ETA: 4:01 - loss: 1006.1210 - logits_profile_predictions_loss: 983.3485 - logcount_predictions_loss: 0.8497 339/2062 [===>..........................] - ETA: 4:01 - loss: 1006.0843 - logits_profile_predictions_loss: 983.3132 - logcount_predictions_loss: 0.8497 340/2062 [===>..........................] - ETA: 4:00 - loss: 1006.0497 - logits_profile_predictions_loss: 983.2800 - logcount_predictions_loss: 0.8496 341/2062 [===>..........................] - ETA: 4:00 - loss: 1006.0154 - logits_profile_predictions_loss: 983.2472 - logcount_predictions_loss: 0.8496 342/2062 [===>..........................] - ETA: 4:00 - loss: 1005.9811 - logits_profile_predictions_loss: 983.2142 - logcount_predictions_loss: 0.8495 343/2062 [===>..........................] - ETA: 4:00 - loss: 1005.9470 - logits_profile_predictions_loss: 983.1815 - logcount_predictions_loss: 0.8495 344/2062 [====>.........................] - ETA: 4:00 - loss: 1005.9149 - logits_profile_predictions_loss: 983.1508 - logcount_predictions_loss: 0.8494 345/2062 [====>.........................] - ETA: 4:00 - loss: 1005.8832 - logits_profile_predictions_loss: 983.1205 - logcount_predictions_loss: 0.8494 346/2062 [====>.........................] - ETA: 4:00 - loss: 1005.8512 - logits_profile_predictions_loss: 983.0898 - logcount_predictions_loss: 0.8493 347/2062 [====>.........................] - ETA: 3:59 - loss: 1005.8201 - logits_profile_predictions_loss: 983.0601 - logcount_predictions_loss: 0.8493 348/2062 [====>.........................] - ETA: 3:59 - loss: 1005.7892 - logits_profile_predictions_loss: 983.0304 - logcount_predictions_loss: 0.8492 349/2062 [====>.........................] - ETA: 3:59 - loss: 1005.7578 - logits_profile_predictions_loss: 983.0003 - logcount_predictions_loss: 0.8492 350/2062 [====>.........................] - ETA: 3:59 - loss: 1005.7283 - logits_profile_predictions_loss: 982.9722 - logcount_predictions_loss: 0.8491 351/2062 [====>.........................] - ETA: 3:59 - loss: 1005.6980 - logits_profile_predictions_loss: 982.9432 - logcount_predictions_loss: 0.8491 352/2062 [====>.........................] - ETA: 3:59 - loss: 1005.6682 - logits_profile_predictions_loss: 982.9148 - logcount_predictions_loss: 0.8490 353/2062 [====>.........................] - ETA: 3:59 - loss: 1005.6380 - logits_profile_predictions_loss: 982.8860 - logcount_predictions_loss: 0.8490 354/2062 [====>.........................] - ETA: 3:58 - loss: 1005.6087 - logits_profile_predictions_loss: 982.8581 - logcount_predictions_loss: 0.8489 355/2062 [====>.........................] - ETA: 3:58 - loss: 1005.5783 - logits_profile_predictions_loss: 982.8292 - logcount_predictions_loss: 0.8488 356/2062 [====>.........................] - ETA: 3:58 - loss: 1005.5489 - logits_profile_predictions_loss: 982.8011 - logcount_predictions_loss: 0.8488 357/2062 [====>.........................] - ETA: 3:58 - loss: 1005.5201 - logits_profile_predictions_loss: 982.7737 - logcount_predictions_loss: 0.8487 358/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4921 - logits_profile_predictions_loss: 982.7470 - logcount_predictions_loss: 0.8487 359/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4633 - logits_profile_predictions_loss: 982.7196 - logcount_predictions_loss: 0.8486 360/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4338 - logits_profile_predictions_loss: 982.6913 - logcount_predictions_loss: 0.8486 361/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4046 - logits_profile_predictions_loss: 982.6635 - logcount_predictions_loss: 0.8485 362/2062 [====>.........................] - ETA: 3:57 - loss: 1005.3751 - logits_profile_predictions_loss: 982.6352 - logcount_predictions_loss: 0.8485 363/2062 [====>.........................] - ETA: 3:57 - loss: 1005.3458 - logits_profile_predictions_loss: 982.6073 - logcount_predictions_loss: 0.8485 364/2062 [====>.........................] - ETA: 3:57 - loss: 1005.3187 - logits_profile_predictions_loss: 982.5815 - logcount_predictions_loss: 0.8484 365/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2921 - logits_profile_predictions_loss: 982.5562 - logcount_predictions_loss: 0.8484 366/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2644 - logits_profile_predictions_loss: 982.5298 - logcount_predictions_loss: 0.8483 367/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2359 - logits_profile_predictions_loss: 982.5027 - logcount_predictions_loss: 0.8483 368/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2090 - logits_profile_predictions_loss: 982.4771 - logcount_predictions_loss: 0.8482 369/2062 [====>.........................] - ETA: 3:56 - loss: 1005.1826 - logits_profile_predictions_loss: 982.4521 - logcount_predictions_loss: 0.8482 370/2062 [====>.........................] - ETA: 3:56 - loss: 1005.1553 - logits_profile_predictions_loss: 982.4260 - logcount_predictions_loss: 0.8481 371/2062 [====>.........................] - ETA: 3:56 - loss: 1005.1277 - logits_profile_predictions_loss: 982.3998 - logcount_predictions_loss: 0.8481 372/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0997 - logits_profile_predictions_loss: 982.3731 - logcount_predictions_loss: 0.8480 373/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0732 - logits_profile_predictions_loss: 982.3479 - logcount_predictions_loss: 0.8480 374/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0476 - logits_profile_predictions_loss: 982.3236 - logcount_predictions_loss: 0.8479 375/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0221 - logits_profile_predictions_loss: 982.2995 - logcount_predictions_loss: 0.8479 376/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9992 - logits_profile_predictions_loss: 982.2778 - logcount_predictions_loss: 0.8478 377/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9754 - logits_profile_predictions_loss: 982.2553 - logcount_predictions_loss: 0.8478 378/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9533 - logits_profile_predictions_loss: 982.2344 - logcount_predictions_loss: 0.8477 379/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9322 - logits_profile_predictions_loss: 982.2145 - logcount_predictions_loss: 0.8477 380/2062 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logits_profile_predictions_loss: 982.0932 - logcount_predictions_loss: 0.8474 387/2062 [====>.........................] - ETA: 3:54 - loss: 1004.7853 - logits_profile_predictions_loss: 982.0771 - logcount_predictions_loss: 0.8473 388/2062 [====>.........................] - ETA: 3:54 - loss: 1004.7685 - logits_profile_predictions_loss: 982.0615 - logcount_predictions_loss: 0.8473 389/2062 [====>.........................] - ETA: 3:54 - loss: 1004.7524 - logits_profile_predictions_loss: 982.0465 - logcount_predictions_loss: 0.8472 390/2062 [====>.........................] - ETA: 3:53 - loss: 1004.7369 - logits_profile_predictions_loss: 982.0323 - logcount_predictions_loss: 0.8472 391/2062 [====>.........................] - ETA: 3:53 - loss: 1004.7211 - logits_profile_predictions_loss: 982.0176 - logcount_predictions_loss: 0.8471 392/2062 [====>.........................] - ETA: 3:53 - loss: 1004.7053 - logits_profile_predictions_loss: 982.0030 - logcount_predictions_loss: 0.8471 393/2062 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[============================>.] - ETA: 0s - loss: 997.2326 - logits_profile_predictions_loss: 974.8723 - logcount_predictions_loss: 0.8343 2059/2062 [============================>.] - ETA: 0s - loss: 997.2324 - logits_profile_predictions_loss: 974.8720 - logcount_predictions_loss: 0.8343 2060/2062 [============================>.] - ETA: 0s - loss: 997.2321 - logits_profile_predictions_loss: 974.8718 - logcount_predictions_loss: 0.8343 2061/2062 [============================>.] - ETA: 0s - loss: 997.2319 - logits_profile_predictions_loss: 974.8716 - logcount_predictions_loss: 0.8343 2062/2062 [==============================] - ETA: 0s - loss: 997.2316 - logits_profile_predictions_loss: 974.8713 - logcount_predictions_loss: 0.8343 2062/2062 [==============================] - 300s 145ms/step - loss: 997.2314 - logits_profile_predictions_loss: 974.8711 - logcount_predictions_loss: 0.8343 - val_loss: 1045.0498 - val_logits_profile_predictions_loss: 1020.3564 - val_logcount_predictions_loss: 0.9214 + +Epoch 00007: val_loss improved from 1062.39807 to 1045.04980, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 +Epoch 8/50 + 1/2062 [..............................] - ETA: 5:14 - loss: 913.8957 - logits_profile_predictions_loss: 893.3958 - logcount_predictions_loss: 0.7649 2/2062 [..............................] - ETA: 4:47 - loss: 907.4783 - logits_profile_predictions_loss: 887.0561 - logcount_predictions_loss: 0.7620 3/2062 [..............................] - ETA: 4:48 - loss: 906.8750 - logits_profile_predictions_loss: 886.7576 - logcount_predictions_loss: 0.7506 4/2062 [..............................] - ETA: 4:47 - loss: 908.8002 - logits_profile_predictions_loss: 888.6145 - logcount_predictions_loss: 0.7532 5/2062 [..............................] - ETA: 4:47 - loss: 913.5570 - logits_profile_predictions_loss: 892.8907 - logcount_predictions_loss: 0.7711 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[..............................] - ETA: 4:42 - loss: 960.4612 - logits_profile_predictions_loss: 938.0876 - logcount_predictions_loss: 0.8348 40/2062 [..............................] - ETA: 4:42 - loss: 960.8901 - logits_profile_predictions_loss: 938.5321 - logcount_predictions_loss: 0.8343 41/2062 [..............................] - ETA: 4:42 - loss: 961.2638 - logits_profile_predictions_loss: 938.9186 - logcount_predictions_loss: 0.8338 42/2062 [..............................] - ETA: 4:42 - loss: 961.6027 - logits_profile_predictions_loss: 939.2688 - logcount_predictions_loss: 0.8334 43/2062 [..............................] - ETA: 4:42 - loss: 961.9032 - logits_profile_predictions_loss: 939.5785 - logcount_predictions_loss: 0.8330 44/2062 [..............................] - ETA: 4:42 - loss: 962.1592 - logits_profile_predictions_loss: 939.8435 - logcount_predictions_loss: 0.8327 45/2062 [..............................] - ETA: 4:41 - loss: 962.3581 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 952.3725 - logcount_predictions_loss: 0.8126 229/2062 [==>...........................] - ETA: 4:16 - loss: 974.1682 - logits_profile_predictions_loss: 952.3898 - logcount_predictions_loss: 0.8126 230/2062 [==>...........................] - ETA: 4:15 - loss: 974.1843 - logits_profile_predictions_loss: 952.4050 - logcount_predictions_loss: 0.8127 231/2062 [==>...........................] - ETA: 4:15 - loss: 974.2052 - logits_profile_predictions_loss: 952.4249 - logcount_predictions_loss: 0.8127 232/2062 [==>...........................] - ETA: 4:15 - loss: 974.2233 - logits_profile_predictions_loss: 952.4420 - logcount_predictions_loss: 0.8127 233/2062 [==>...........................] - ETA: 4:15 - loss: 974.2407 - logits_profile_predictions_loss: 952.4583 - logcount_predictions_loss: 0.8128 234/2062 [==>...........................] - ETA: 4:15 - loss: 974.2578 - logits_profile_predictions_loss: 952.4744 - logcount_predictions_loss: 0.8128 235/2062 [==>...........................] - ETA: 4:15 - loss: 974.2773 - logits_profile_predictions_loss: 952.4928 - logcount_predictions_loss: 0.8129 236/2062 [==>...........................] - ETA: 4:15 - loss: 974.2973 - logits_profile_predictions_loss: 952.5119 - logcount_predictions_loss: 0.8129 237/2062 [==>...........................] - ETA: 4:14 - loss: 974.3171 - logits_profile_predictions_loss: 952.5307 - logcount_predictions_loss: 0.8129 238/2062 [==>...........................] - ETA: 4:14 - loss: 974.3371 - logits_profile_predictions_loss: 952.5497 - logcount_predictions_loss: 0.8130 239/2062 [==>...........................] - ETA: 4:14 - loss: 974.3574 - logits_profile_predictions_loss: 952.5690 - logcount_predictions_loss: 0.8130 240/2062 [==>...........................] - ETA: 4:14 - loss: 974.3809 - logits_profile_predictions_loss: 952.5914 - logcount_predictions_loss: 0.8130 241/2062 [==>...........................] - ETA: 4:14 - loss: 974.4035 - logits_profile_predictions_loss: 952.6130 - logcount_predictions_loss: 0.8131 242/2062 [==>...........................] - ETA: 4:14 - loss: 974.4275 - logits_profile_predictions_loss: 952.6360 - logcount_predictions_loss: 0.8131 243/2062 [==>...........................] - ETA: 4:14 - loss: 974.4534 - logits_profile_predictions_loss: 952.6609 - logcount_predictions_loss: 0.8132 244/2062 [==>...........................] - ETA: 4:13 - loss: 974.4775 - logits_profile_predictions_loss: 952.6838 - logcount_predictions_loss: 0.8132 245/2062 [==>...........................] - ETA: 4:13 - loss: 974.5000 - logits_profile_predictions_loss: 952.7053 - logcount_predictions_loss: 0.8132 246/2062 [==>...........................] - ETA: 4:13 - loss: 974.5204 - logits_profile_predictions_loss: 952.7247 - logcount_predictions_loss: 0.8133 247/2062 [==>...........................] - ETA: 4:13 - loss: 974.5429 - logits_profile_predictions_loss: 952.7461 - logcount_predictions_loss: 0.8133 248/2062 [==>...........................] - ETA: 4:13 - loss: 974.5646 - logits_profile_predictions_loss: 952.7667 - logcount_predictions_loss: 0.8134 249/2062 [==>...........................] - ETA: 4:13 - loss: 974.5870 - logits_profile_predictions_loss: 952.7881 - logcount_predictions_loss: 0.8134 250/2062 [==>...........................] - ETA: 4:13 - loss: 974.6055 - logits_profile_predictions_loss: 952.8057 - logcount_predictions_loss: 0.8134 251/2062 [==>...........................] - ETA: 4:13 - loss: 974.6249 - logits_profile_predictions_loss: 952.8243 - logcount_predictions_loss: 0.8135 252/2062 [==>...........................] - ETA: 4:12 - loss: 974.6416 - logits_profile_predictions_loss: 952.8403 - logcount_predictions_loss: 0.8135 253/2062 [==>...........................] - ETA: 4:12 - loss: 974.6593 - logits_profile_predictions_loss: 952.8572 - logcount_predictions_loss: 0.8135 254/2062 [==>...........................] - ETA: 4:12 - loss: 974.6755 - logits_profile_predictions_loss: 952.8727 - logcount_predictions_loss: 0.8135 255/2062 [==>...........................] - ETA: 4:12 - loss: 974.6908 - logits_profile_predictions_loss: 952.8874 - logcount_predictions_loss: 0.8136 256/2062 [==>...........................] - ETA: 4:12 - loss: 974.7061 - logits_profile_predictions_loss: 952.9021 - logcount_predictions_loss: 0.8136 257/2062 [==>...........................] - ETA: 4:12 - loss: 974.7194 - logits_profile_predictions_loss: 952.9149 - logcount_predictions_loss: 0.8136 258/2062 [==>...........................] - ETA: 4:12 - loss: 974.7323 - logits_profile_predictions_loss: 952.9272 - logcount_predictions_loss: 0.8136 259/2062 [==>...........................] - ETA: 4:11 - loss: 974.7451 - logits_profile_predictions_loss: 952.9396 - logcount_predictions_loss: 0.8136 260/2062 [==>...........................] - ETA: 4:11 - loss: 974.7597 - logits_profile_predictions_loss: 952.9537 - logcount_predictions_loss: 0.8137 261/2062 [==>...........................] - ETA: 4:11 - loss: 974.7715 - logits_profile_predictions_loss: 952.9649 - logcount_predictions_loss: 0.8137 262/2062 [==>...........................] - ETA: 4:11 - loss: 974.7848 - logits_profile_predictions_loss: 952.9777 - logcount_predictions_loss: 0.8137 263/2062 [==>...........................] - ETA: 4:11 - loss: 974.7994 - logits_profile_predictions_loss: 952.9918 - logcount_predictions_loss: 0.8137 264/2062 [==>...........................] - ETA: 4:11 - loss: 974.8116 - logits_profile_predictions_loss: 953.0035 - logcount_predictions_loss: 0.8137 265/2062 [==>...........................] - ETA: 4:11 - loss: 974.8228 - logits_profile_predictions_loss: 953.0144 - logcount_predictions_loss: 0.8137 266/2062 [==>...........................] - ETA: 4:10 - loss: 974.8334 - logits_profile_predictions_loss: 953.0245 - logcount_predictions_loss: 0.8138 267/2062 [==>...........................] - ETA: 4:10 - loss: 974.8485 - logits_profile_predictions_loss: 953.0392 - logcount_predictions_loss: 0.8138 268/2062 [==>...........................] - ETA: 4:10 - loss: 974.8644 - logits_profile_predictions_loss: 953.0548 - logcount_predictions_loss: 0.8138 269/2062 [==>...........................] - ETA: 4:10 - loss: 974.8843 - logits_profile_predictions_loss: 953.0745 - logcount_predictions_loss: 0.8138 270/2062 [==>...........................] - ETA: 4:10 - loss: 974.9072 - logits_profile_predictions_loss: 953.0972 - logcount_predictions_loss: 0.8138 271/2062 [==>...........................] - ETA: 4:10 - loss: 974.9307 - logits_profile_predictions_loss: 953.1205 - logcount_predictions_loss: 0.8138 272/2062 [==>...........................] - ETA: 4:10 - loss: 974.9551 - logits_profile_predictions_loss: 953.1447 - logcount_predictions_loss: 0.8138 273/2062 [==>...........................] - ETA: 4:09 - loss: 974.9795 - logits_profile_predictions_loss: 953.1690 - logcount_predictions_loss: 0.8138 274/2062 [==>...........................] - ETA: 4:09 - loss: 975.0036 - logits_profile_predictions_loss: 953.1930 - logcount_predictions_loss: 0.8138 275/2062 [===>..........................] - ETA: 4:09 - loss: 975.0283 - logits_profile_predictions_loss: 953.2176 - logcount_predictions_loss: 0.8138 276/2062 [===>..........................] - ETA: 4:09 - loss: 975.0559 - logits_profile_predictions_loss: 953.2451 - logcount_predictions_loss: 0.8138 277/2062 [===>..........................] - ETA: 4:09 - loss: 975.0835 - logits_profile_predictions_loss: 953.2725 - logcount_predictions_loss: 0.8138 278/2062 [===>..........................] - ETA: 4:09 - loss: 975.1088 - logits_profile_predictions_loss: 953.2975 - logcount_predictions_loss: 0.8139 279/2062 [===>..........................] - ETA: 4:09 - loss: 975.1351 - logits_profile_predictions_loss: 953.3236 - logcount_predictions_loss: 0.8139 280/2062 [===>..........................] - ETA: 4:08 - loss: 975.1626 - logits_profile_predictions_loss: 953.3508 - logcount_predictions_loss: 0.8139 281/2062 [===>..........................] - ETA: 4:08 - loss: 975.1900 - logits_profile_predictions_loss: 953.3778 - logcount_predictions_loss: 0.8139 282/2062 [===>..........................] - ETA: 4:08 - loss: 975.2185 - logits_profile_predictions_loss: 953.4061 - logcount_predictions_loss: 0.8139 283/2062 [===>..........................] - ETA: 4:08 - loss: 975.2481 - logits_profile_predictions_loss: 953.4354 - logcount_predictions_loss: 0.8139 284/2062 [===>..........................] - ETA: 4:08 - loss: 975.2776 - logits_profile_predictions_loss: 953.4646 - logcount_predictions_loss: 0.8139 285/2062 [===>..........................] - ETA: 4:08 - loss: 975.3092 - logits_profile_predictions_loss: 953.4959 - logcount_predictions_loss: 0.8139 286/2062 [===>..........................] - ETA: 4:08 - loss: 975.3406 - logits_profile_predictions_loss: 953.5270 - logcount_predictions_loss: 0.8139 287/2062 [===>..........................] - ETA: 4:07 - loss: 975.3764 - logits_profile_predictions_loss: 953.5624 - logcount_predictions_loss: 0.8140 288/2062 [===>..........................] - ETA: 4:07 - loss: 975.4102 - logits_profile_predictions_loss: 953.5959 - logcount_predictions_loss: 0.8140 289/2062 [===>..........................] - ETA: 4:07 - loss: 975.4429 - logits_profile_predictions_loss: 953.6284 - logcount_predictions_loss: 0.8140 290/2062 [===>..........................] - ETA: 4:07 - loss: 975.4740 - logits_profile_predictions_loss: 953.6592 - logcount_predictions_loss: 0.8140 291/2062 [===>..........................] - ETA: 4:07 - loss: 975.5079 - logits_profile_predictions_loss: 953.6929 - logcount_predictions_loss: 0.8140 292/2062 [===>..........................] - ETA: 4:07 - loss: 975.5429 - logits_profile_predictions_loss: 953.7276 - logcount_predictions_loss: 0.8140 293/2062 [===>..........................] - ETA: 4:07 - loss: 975.5773 - logits_profile_predictions_loss: 953.7617 - logcount_predictions_loss: 0.8140 294/2062 [===>..........................] - ETA: 4:07 - loss: 975.6113 - logits_profile_predictions_loss: 953.7956 - logcount_predictions_loss: 0.8140 295/2062 [===>..........................] - ETA: 4:06 - loss: 975.6436 - logits_profile_predictions_loss: 953.8277 - logcount_predictions_loss: 0.8140 296/2062 [===>..........................] - ETA: 4:06 - loss: 975.6760 - logits_profile_predictions_loss: 953.8598 - logcount_predictions_loss: 0.8140 297/2062 [===>..........................] - ETA: 4:06 - loss: 975.7090 - logits_profile_predictions_loss: 953.8927 - logcount_predictions_loss: 0.8140 298/2062 [===>..........................] - ETA: 4:06 - loss: 975.7427 - logits_profile_predictions_loss: 953.9262 - logcount_predictions_loss: 0.8141 299/2062 [===>..........................] - ETA: 4:06 - loss: 975.7747 - logits_profile_predictions_loss: 953.9580 - logcount_predictions_loss: 0.8141 300/2062 [===>..........................] - ETA: 4:06 - loss: 975.8073 - logits_profile_predictions_loss: 953.9903 - logcount_predictions_loss: 0.8141 301/2062 [===>..........................] - ETA: 4:06 - loss: 975.8387 - logits_profile_predictions_loss: 954.0215 - logcount_predictions_loss: 0.8141 302/2062 [===>..........................] - ETA: 4:05 - loss: 975.8714 - logits_profile_predictions_loss: 954.0539 - logcount_predictions_loss: 0.8141 303/2062 [===>..........................] - ETA: 4:05 - loss: 975.9022 - logits_profile_predictions_loss: 954.0844 - logcount_predictions_loss: 0.8141 304/2062 [===>..........................] - ETA: 4:05 - loss: 975.9330 - logits_profile_predictions_loss: 954.1149 - logcount_predictions_loss: 0.8141 305/2062 [===>..........................] - ETA: 4:05 - loss: 975.9640 - logits_profile_predictions_loss: 954.1457 - logcount_predictions_loss: 0.8141 306/2062 [===>..........................] - ETA: 4:05 - loss: 975.9920 - logits_profile_predictions_loss: 954.1735 - logcount_predictions_loss: 0.8141 307/2062 [===>..........................] - ETA: 4:05 - loss: 976.0196 - logits_profile_predictions_loss: 954.2008 - logcount_predictions_loss: 0.8141 308/2062 [===>..........................] - ETA: 4:05 - loss: 976.0468 - logits_profile_predictions_loss: 954.2278 - logcount_predictions_loss: 0.8141 309/2062 [===>..........................] - ETA: 4:04 - loss: 976.0734 - logits_profile_predictions_loss: 954.2541 - logcount_predictions_loss: 0.8142 310/2062 [===>..........................] - ETA: 4:04 - loss: 976.0990 - logits_profile_predictions_loss: 954.2794 - logcount_predictions_loss: 0.8142 311/2062 [===>..........................] - ETA: 4:04 - loss: 976.1243 - logits_profile_predictions_loss: 954.3044 - logcount_predictions_loss: 0.8142 312/2062 [===>..........................] - ETA: 4:04 - loss: 976.1502 - logits_profile_predictions_loss: 954.3301 - logcount_predictions_loss: 0.8142 313/2062 [===>..........................] - ETA: 4:04 - loss: 976.1772 - logits_profile_predictions_loss: 954.3569 - logcount_predictions_loss: 0.8142 314/2062 [===>..........................] - ETA: 4:04 - loss: 976.2041 - logits_profile_predictions_loss: 954.3836 - logcount_predictions_loss: 0.8142 315/2062 [===>..........................] - ETA: 4:04 - loss: 976.2307 - logits_profile_predictions_loss: 954.4101 - logcount_predictions_loss: 0.8142 316/2062 [===>..........................] - ETA: 4:03 - loss: 976.2548 - logits_profile_predictions_loss: 954.4339 - logcount_predictions_loss: 0.8142 317/2062 [===>..........................] - ETA: 4:03 - loss: 976.2787 - logits_profile_predictions_loss: 954.4576 - logcount_predictions_loss: 0.8142 318/2062 [===>..........................] - ETA: 4:03 - loss: 976.3007 - logits_profile_predictions_loss: 954.4794 - logcount_predictions_loss: 0.8142 319/2062 [===>..........................] - ETA: 4:03 - loss: 976.3228 - logits_profile_predictions_loss: 954.5011 - logcount_predictions_loss: 0.8142 320/2062 [===>..........................] - ETA: 4:03 - loss: 976.3428 - logits_profile_predictions_loss: 954.5208 - logcount_predictions_loss: 0.8143 321/2062 [===>..........................] - ETA: 4:03 - loss: 976.3641 - logits_profile_predictions_loss: 954.5417 - logcount_predictions_loss: 0.8143 322/2062 [===>..........................] - ETA: 4:03 - loss: 976.3840 - logits_profile_predictions_loss: 954.5612 - logcount_predictions_loss: 0.8143 323/2062 [===>..........................] - ETA: 4:02 - loss: 976.4040 - logits_profile_predictions_loss: 954.5808 - logcount_predictions_loss: 0.8143 324/2062 [===>..........................] - ETA: 4:02 - loss: 976.4233 - logits_profile_predictions_loss: 954.5996 - logcount_predictions_loss: 0.8143 325/2062 [===>..........................] - ETA: 4:02 - loss: 976.4434 - logits_profile_predictions_loss: 954.6193 - logcount_predictions_loss: 0.8143 326/2062 [===>..........................] - ETA: 4:02 - loss: 976.4641 - logits_profile_predictions_loss: 954.6395 - logcount_predictions_loss: 0.8144 327/2062 [===>..........................] - ETA: 4:02 - loss: 976.4828 - logits_profile_predictions_loss: 954.6576 - logcount_predictions_loss: 0.8144 328/2062 [===>..........................] - ETA: 4:02 - loss: 976.5037 - logits_profile_predictions_loss: 954.6779 - logcount_predictions_loss: 0.8144 329/2062 [===>..........................] - ETA: 4:02 - loss: 976.5251 - logits_profile_predictions_loss: 954.6987 - logcount_predictions_loss: 0.8144 330/2062 [===>..........................] - ETA: 4:02 - loss: 976.5460 - logits_profile_predictions_loss: 954.7189 - logcount_predictions_loss: 0.8144 331/2062 [===>..........................] - ETA: 4:01 - loss: 976.5675 - logits_profile_predictions_loss: 954.7397 - logcount_predictions_loss: 0.8145 332/2062 [===>..........................] - ETA: 4:01 - loss: 976.5877 - logits_profile_predictions_loss: 954.7589 - logcount_predictions_loss: 0.8145 333/2062 [===>..........................] - ETA: 4:01 - loss: 976.6077 - logits_profile_predictions_loss: 954.7782 - logcount_predictions_loss: 0.8145 334/2062 [===>..........................] - ETA: 4:01 - loss: 976.6285 - logits_profile_predictions_loss: 954.7982 - logcount_predictions_loss: 0.8146 335/2062 [===>..........................] - ETA: 4:01 - loss: 976.6484 - logits_profile_predictions_loss: 954.8173 - logcount_predictions_loss: 0.8146 336/2062 [===>..........................] - ETA: 4:01 - loss: 976.6679 - logits_profile_predictions_loss: 954.8362 - logcount_predictions_loss: 0.8146 337/2062 [===>..........................] - ETA: 4:01 - loss: 976.6890 - logits_profile_predictions_loss: 954.8566 - logcount_predictions_loss: 0.8146 338/2062 [===>..........................] - ETA: 4:00 - loss: 976.7095 - logits_profile_predictions_loss: 954.8763 - logcount_predictions_loss: 0.8147 339/2062 [===>..........................] - ETA: 4:00 - loss: 976.7312 - logits_profile_predictions_loss: 954.8972 - logcount_predictions_loss: 0.8147 340/2062 [===>..........................] - ETA: 4:00 - loss: 976.7525 - logits_profile_predictions_loss: 954.9177 - logcount_predictions_loss: 0.8147 341/2062 [===>..........................] - ETA: 4:00 - loss: 976.7751 - logits_profile_predictions_loss: 954.9394 - logcount_predictions_loss: 0.8148 342/2062 [===>..........................] - ETA: 4:00 - loss: 976.7984 - logits_profile_predictions_loss: 954.9618 - logcount_predictions_loss: 0.8148 343/2062 [===>..........................] - ETA: 4:00 - loss: 976.8224 - logits_profile_predictions_loss: 954.9849 - logcount_predictions_loss: 0.8148 344/2062 [====>.........................] - ETA: 4:00 - loss: 976.8448 - logits_profile_predictions_loss: 955.0065 - logcount_predictions_loss: 0.8149 345/2062 [====>.........................] - ETA: 3:59 - loss: 976.8684 - 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logits_profile_predictions_loss: 956.9493 - logcount_predictions_loss: 0.7499 176/2062 [=>............................] - ETA: 4:24 - loss: 977.0358 - logits_profile_predictions_loss: 956.9339 - logcount_predictions_loss: 0.7501 177/2062 [=>............................] - ETA: 4:24 - loss: 977.0263 - logits_profile_predictions_loss: 956.9208 - logcount_predictions_loss: 0.7502 178/2062 [=>............................] - ETA: 4:23 - loss: 977.0127 - logits_profile_predictions_loss: 956.9038 - logcount_predictions_loss: 0.7503 179/2062 [=>............................] - ETA: 4:23 - loss: 977.0006 - logits_profile_predictions_loss: 956.8882 - logcount_predictions_loss: 0.7505 180/2062 [=>............................] - ETA: 4:23 - loss: 976.9834 - logits_profile_predictions_loss: 956.8675 - logcount_predictions_loss: 0.7506 181/2062 [=>............................] - ETA: 4:23 - loss: 976.9705 - logits_profile_predictions_loss: 956.8513 - logcount_predictions_loss: 0.7507 182/2062 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[==>...........................] - ETA: 4:10 - loss: 975.7321 - logits_profile_predictions_loss: 955.3904 - logcount_predictions_loss: 0.7590 274/2062 [==>...........................] - ETA: 4:10 - loss: 975.7398 - logits_profile_predictions_loss: 955.3961 - logcount_predictions_loss: 0.7591 275/2062 [===>..........................] - ETA: 4:10 - loss: 975.7478 - logits_profile_predictions_loss: 955.4018 - logcount_predictions_loss: 0.7592 276/2062 [===>..........................] - ETA: 4:10 - loss: 975.7524 - logits_profile_predictions_loss: 955.4042 - logcount_predictions_loss: 0.7593 277/2062 [===>..........................] - ETA: 4:09 - loss: 975.7610 - logits_profile_predictions_loss: 955.4105 - logcount_predictions_loss: 0.7593 278/2062 [===>..........................] - ETA: 4:09 - loss: 975.7671 - logits_profile_predictions_loss: 955.4142 - logcount_predictions_loss: 0.7594 279/2062 [===>..........................] - ETA: 4:09 - loss: 975.7718 - 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[===>..........................] - ETA: 4:08 - loss: 975.8103 - logits_profile_predictions_loss: 955.4393 - logcount_predictions_loss: 0.7601 287/2062 [===>..........................] - ETA: 4:08 - loss: 975.8118 - logits_profile_predictions_loss: 955.4386 - logcount_predictions_loss: 0.7602 288/2062 [===>..........................] - ETA: 4:08 - loss: 975.8097 - logits_profile_predictions_loss: 955.4343 - logcount_predictions_loss: 0.7603 289/2062 [===>..........................] - ETA: 4:08 - loss: 975.8084 - logits_profile_predictions_loss: 955.4306 - logcount_predictions_loss: 0.7604 290/2062 [===>..........................] - ETA: 4:08 - loss: 975.8064 - logits_profile_predictions_loss: 955.4263 - logcount_predictions_loss: 0.7604 291/2062 [===>..........................] - ETA: 4:08 - loss: 975.8061 - logits_profile_predictions_loss: 955.4237 - logcount_predictions_loss: 0.7605 292/2062 [===>..........................] - ETA: 4:07 - loss: 975.8053 - logits_profile_predictions_loss: 955.4204 - logcount_predictions_loss: 0.7606 293/2062 [===>..........................] - ETA: 4:07 - loss: 975.8056 - logits_profile_predictions_loss: 955.4183 - logcount_predictions_loss: 0.7607 294/2062 [===>..........................] - ETA: 4:07 - loss: 975.8041 - logits_profile_predictions_loss: 955.4143 - logcount_predictions_loss: 0.7608 295/2062 [===>..........................] - ETA: 4:07 - loss: 975.8014 - logits_profile_predictions_loss: 955.4090 - logcount_predictions_loss: 0.7609 296/2062 [===>..........................] - ETA: 4:07 - loss: 975.8003 - logits_profile_predictions_loss: 955.4054 - logcount_predictions_loss: 0.7610 297/2062 [===>..........................] - ETA: 4:07 - loss: 975.7979 - logits_profile_predictions_loss: 955.4004 - logcount_predictions_loss: 0.7611 298/2062 [===>..........................] - ETA: 4:07 - loss: 975.7964 - logits_profile_predictions_loss: 955.3965 - logcount_predictions_loss: 0.7612 299/2062 [===>..........................] - ETA: 4:07 - loss: 975.7957 - logits_profile_predictions_loss: 955.3933 - logcount_predictions_loss: 0.7613 300/2062 [===>..........................] - ETA: 4:06 - loss: 975.7952 - logits_profile_predictions_loss: 955.3903 - logcount_predictions_loss: 0.7614 301/2062 [===>..........................] - ETA: 4:06 - loss: 975.7952 - logits_profile_predictions_loss: 955.3879 - logcount_predictions_loss: 0.7615 302/2062 [===>..........................] - ETA: 4:06 - loss: 975.7932 - logits_profile_predictions_loss: 955.3836 - logcount_predictions_loss: 0.7615 303/2062 [===>..........................] - ETA: 4:06 - loss: 975.7907 - logits_profile_predictions_loss: 955.3788 - logcount_predictions_loss: 0.7616 304/2062 [===>..........................] - ETA: 4:06 - loss: 975.7880 - logits_profile_predictions_loss: 955.3740 - logcount_predictions_loss: 0.7617 305/2062 [===>..........................] - ETA: 4:06 - loss: 975.7841 - logits_profile_predictions_loss: 955.3679 - logcount_predictions_loss: 0.7618 306/2062 [===>..........................] - ETA: 4:06 - loss: 975.7800 - logits_profile_predictions_loss: 955.3616 - logcount_predictions_loss: 0.7619 307/2062 [===>..........................] - ETA: 4:05 - loss: 975.7769 - logits_profile_predictions_loss: 955.3563 - logcount_predictions_loss: 0.7620 308/2062 [===>..........................] - ETA: 4:05 - loss: 975.7735 - logits_profile_predictions_loss: 955.3507 - logcount_predictions_loss: 0.7620 309/2062 [===>..........................] - ETA: 4:05 - loss: 975.7695 - logits_profile_predictions_loss: 955.3446 - logcount_predictions_loss: 0.7621 310/2062 [===>..........................] - ETA: 4:05 - loss: 975.7650 - logits_profile_predictions_loss: 955.3380 - logcount_predictions_loss: 0.7622 311/2062 [===>..........................] - ETA: 4:05 - loss: 975.7605 - logits_profile_predictions_loss: 955.3313 - logcount_predictions_loss: 0.7623 312/2062 [===>..........................] - ETA: 4:05 - loss: 975.7562 - logits_profile_predictions_loss: 955.3249 - logcount_predictions_loss: 0.7624 313/2062 [===>..........................] - ETA: 4:05 - loss: 975.7518 - logits_profile_predictions_loss: 955.3185 - logcount_predictions_loss: 0.7624 314/2062 [===>..........................] - ETA: 4:04 - loss: 975.7483 - logits_profile_predictions_loss: 955.3129 - logcount_predictions_loss: 0.7625 315/2062 [===>..........................] - ETA: 4:04 - loss: 975.7420 - logits_profile_predictions_loss: 955.3045 - logcount_predictions_loss: 0.7626 316/2062 [===>..........................] - ETA: 4:04 - loss: 975.7367 - logits_profile_predictions_loss: 955.2971 - logcount_predictions_loss: 0.7627 317/2062 [===>..........................] - ETA: 4:04 - loss: 975.7318 - logits_profile_predictions_loss: 955.2900 - logcount_predictions_loss: 0.7627 318/2062 [===>..........................] - ETA: 4:04 - loss: 975.7284 - logits_profile_predictions_loss: 955.2845 - logcount_predictions_loss: 0.7628 319/2062 [===>..........................] - ETA: 4:04 - loss: 975.7237 - logits_profile_predictions_loss: 955.2776 - logcount_predictions_loss: 0.7629 320/2062 [===>..........................] - ETA: 4:04 - loss: 975.7190 - logits_profile_predictions_loss: 955.2708 - logcount_predictions_loss: 0.7630 321/2062 [===>..........................] - ETA: 4:03 - loss: 975.7147 - logits_profile_predictions_loss: 955.2644 - logcount_predictions_loss: 0.7631 322/2062 [===>..........................] - ETA: 4:03 - loss: 975.7094 - logits_profile_predictions_loss: 955.2570 - logcount_predictions_loss: 0.7631 323/2062 [===>..........................] - ETA: 4:03 - loss: 975.7039 - logits_profile_predictions_loss: 955.2494 - logcount_predictions_loss: 0.7632 324/2062 [===>..........................] - ETA: 4:03 - loss: 975.7008 - logits_profile_predictions_loss: 955.2443 - logcount_predictions_loss: 0.7633 325/2062 [===>..........................] - ETA: 4:03 - loss: 975.6983 - logits_profile_predictions_loss: 955.2397 - logcount_predictions_loss: 0.7634 326/2062 [===>..........................] - ETA: 4:03 - loss: 975.6973 - logits_profile_predictions_loss: 955.2367 - logcount_predictions_loss: 0.7635 327/2062 [===>..........................] - ETA: 4:03 - loss: 975.6961 - logits_profile_predictions_loss: 955.2335 - logcount_predictions_loss: 0.7635 328/2062 [===>..........................] - ETA: 4:02 - loss: 975.6965 - logits_profile_predictions_loss: 955.2318 - logcount_predictions_loss: 0.7636 329/2062 [===>..........................] - ETA: 4:02 - loss: 975.6972 - logits_profile_predictions_loss: 955.2305 - logcount_predictions_loss: 0.7637 330/2062 [===>..........................] - ETA: 4:02 - loss: 975.6972 - logits_profile_predictions_loss: 955.2285 - logcount_predictions_loss: 0.7638 331/2062 [===>..........................] - ETA: 4:02 - loss: 975.6962 - logits_profile_predictions_loss: 955.2255 - logcount_predictions_loss: 0.7638 332/2062 [===>..........................] - ETA: 4:02 - loss: 975.6941 - logits_profile_predictions_loss: 955.2216 - logcount_predictions_loss: 0.7639 333/2062 [===>..........................] - ETA: 4:02 - loss: 975.6923 - logits_profile_predictions_loss: 955.2180 - logcount_predictions_loss: 0.7640 334/2062 [===>..........................] - ETA: 4:02 - loss: 975.6905 - logits_profile_predictions_loss: 955.2143 - logcount_predictions_loss: 0.7640 335/2062 [===>..........................] - ETA: 4:01 - loss: 975.6925 - logits_profile_predictions_loss: 955.2146 - logcount_predictions_loss: 0.7641 336/2062 [===>..........................] - ETA: 4:01 - loss: 975.6958 - logits_profile_predictions_loss: 955.2159 - logcount_predictions_loss: 0.7642 337/2062 [===>..........................] - ETA: 4:01 - loss: 975.6989 - logits_profile_predictions_loss: 955.2172 - logcount_predictions_loss: 0.7642 338/2062 [===>..........................] - ETA: 4:01 - loss: 975.7038 - logits_profile_predictions_loss: 955.2203 - logcount_predictions_loss: 0.7643 339/2062 [===>..........................] - ETA: 4:01 - loss: 975.7089 - logits_profile_predictions_loss: 955.2238 - logcount_predictions_loss: 0.7644 340/2062 [===>..........................] - ETA: 4:01 - loss: 975.7141 - logits_profile_predictions_loss: 955.2272 - logcount_predictions_loss: 0.7644 341/2062 [===>..........................] - ETA: 4:01 - loss: 975.7188 - logits_profile_predictions_loss: 955.2301 - logcount_predictions_loss: 0.7645 342/2062 [===>..........................] - ETA: 4:00 - loss: 975.7227 - logits_profile_predictions_loss: 955.2323 - logcount_predictions_loss: 0.7646 343/2062 [===>..........................] - ETA: 4:00 - loss: 975.7296 - logits_profile_predictions_loss: 955.2375 - logcount_predictions_loss: 0.7646 344/2062 [====>.........................] - ETA: 4:00 - loss: 975.7381 - logits_profile_predictions_loss: 955.2442 - logcount_predictions_loss: 0.7647 345/2062 [====>.........................] - ETA: 4:00 - loss: 975.7458 - logits_profile_predictions_loss: 955.2502 - logcount_predictions_loss: 0.7648 346/2062 [====>.........................] - ETA: 4:00 - loss: 975.7527 - logits_profile_predictions_loss: 955.2554 - logcount_predictions_loss: 0.7648 347/2062 [====>.........................] - ETA: 4:00 - loss: 975.7598 - logits_profile_predictions_loss: 955.2607 - logcount_predictions_loss: 0.7649 348/2062 [====>.........................] - ETA: 4:00 - loss: 975.7672 - logits_profile_predictions_loss: 955.2664 - logcount_predictions_loss: 0.7650 349/2062 [====>.........................] - ETA: 3:59 - loss: 975.7751 - logits_profile_predictions_loss: 955.2726 - logcount_predictions_loss: 0.7650 350/2062 [====>.........................] - ETA: 3:59 - loss: 975.7837 - logits_profile_predictions_loss: 955.2795 - logcount_predictions_loss: 0.7651 351/2062 [====>.........................] - ETA: 3:59 - loss: 975.7923 - logits_profile_predictions_loss: 955.2864 - logcount_predictions_loss: 0.7651 352/2062 [====>.........................] - ETA: 3:59 - loss: 975.8004 - logits_profile_predictions_loss: 955.2928 - logcount_predictions_loss: 0.7652 353/2062 [====>.........................] - ETA: 3:59 - loss: 975.8086 - logits_profile_predictions_loss: 955.2994 - logcount_predictions_loss: 0.7653 354/2062 [====>.........................] - ETA: 3:59 - loss: 975.8187 - logits_profile_predictions_loss: 955.3078 - logcount_predictions_loss: 0.7653 355/2062 [====>.........................] - ETA: 3:59 - loss: 975.8297 - logits_profile_predictions_loss: 955.3171 - logcount_predictions_loss: 0.7654 356/2062 [====>.........................] - ETA: 3:58 - loss: 975.8415 - logits_profile_predictions_loss: 955.3272 - logcount_predictions_loss: 0.7655 357/2062 [====>.........................] - ETA: 3:58 - loss: 975.8541 - logits_profile_predictions_loss: 955.3382 - logcount_predictions_loss: 0.7655 358/2062 [====>.........................] - ETA: 3:58 - loss: 975.8663 - logits_profile_predictions_loss: 955.3486 - logcount_predictions_loss: 0.7656 359/2062 [====>.........................] - ETA: 3:58 - loss: 975.8787 - logits_profile_predictions_loss: 955.3594 - logcount_predictions_loss: 0.7656 360/2062 [====>.........................] - ETA: 3:58 - loss: 975.8901 - logits_profile_predictions_loss: 955.3692 - logcount_predictions_loss: 0.7657 361/2062 [====>.........................] - ETA: 3:58 - loss: 975.9026 - logits_profile_predictions_loss: 955.3800 - logcount_predictions_loss: 0.7658 362/2062 [====>.........................] - ETA: 3:58 - loss: 975.9144 - logits_profile_predictions_loss: 955.3901 - logcount_predictions_loss: 0.7658 363/2062 [====>.........................] - ETA: 3:57 - loss: 975.9261 - logits_profile_predictions_loss: 955.4001 - logcount_predictions_loss: 0.7659 364/2062 [====>.........................] - ETA: 3:57 - loss: 975.9388 - logits_profile_predictions_loss: 955.4111 - logcount_predictions_loss: 0.7660 365/2062 [====>.........................] - ETA: 3:57 - loss: 975.9507 - logits_profile_predictions_loss: 955.4214 - logcount_predictions_loss: 0.7660 366/2062 [====>.........................] - ETA: 3:57 - loss: 975.9647 - logits_profile_predictions_loss: 955.4338 - logcount_predictions_loss: 0.7661 367/2062 [====>.........................] - ETA: 3:57 - loss: 975.9795 - logits_profile_predictions_loss: 955.4470 - logcount_predictions_loss: 0.7661 368/2062 [====>.........................] - ETA: 3:57 - loss: 975.9953 - logits_profile_predictions_loss: 955.4613 - logcount_predictions_loss: 0.7662 369/2062 [====>.........................] - ETA: 3:57 - loss: 976.0121 - logits_profile_predictions_loss: 955.4765 - logcount_predictions_loss: 0.7662 370/2062 [====>.........................] - ETA: 3:57 - loss: 976.0290 - logits_profile_predictions_loss: 955.4918 - logcount_predictions_loss: 0.7663 371/2062 [====>.........................] - ETA: 3:56 - loss: 976.0451 - logits_profile_predictions_loss: 955.5064 - logcount_predictions_loss: 0.7664 372/2062 [====>.........................] - ETA: 3:56 - loss: 976.0614 - logits_profile_predictions_loss: 955.5212 - logcount_predictions_loss: 0.7664 373/2062 [====>.........................] - ETA: 3:56 - loss: 976.0769 - logits_profile_predictions_loss: 955.5353 - logcount_predictions_loss: 0.7665 374/2062 [====>.........................] - ETA: 3:56 - loss: 976.0920 - logits_profile_predictions_loss: 955.5490 - logcount_predictions_loss: 0.7665 375/2062 [====>.........................] - ETA: 3:56 - loss: 976.1064 - logits_profile_predictions_loss: 955.5619 - logcount_predictions_loss: 0.7666 376/2062 [====>.........................] - ETA: 3:56 - loss: 976.1218 - logits_profile_predictions_loss: 955.5759 - logcount_predictions_loss: 0.7666 377/2062 [====>.........................] - ETA: 3:56 - loss: 976.1368 - logits_profile_predictions_loss: 955.5895 - logcount_predictions_loss: 0.7667 378/2062 [====>.........................] - ETA: 3:55 - loss: 976.1503 - logits_profile_predictions_loss: 955.6016 - logcount_predictions_loss: 0.7667 379/2062 [====>.........................] - ETA: 3:55 - loss: 976.1651 - logits_profile_predictions_loss: 955.6151 - logcount_predictions_loss: 0.7668 380/2062 [====>.........................] - ETA: 3:55 - loss: 976.1789 - logits_profile_predictions_loss: 955.6276 - logcount_predictions_loss: 0.7668 381/2062 [====>.........................] - ETA: 3:55 - loss: 976.1917 - logits_profile_predictions_loss: 955.6390 - logcount_predictions_loss: 0.7669 382/2062 [====>.........................] - ETA: 3:55 - loss: 976.2048 - logits_profile_predictions_loss: 955.6507 - logcount_predictions_loss: 0.7669 383/2062 [====>.........................] - ETA: 3:55 - loss: 976.2175 - logits_profile_predictions_loss: 955.6621 - logcount_predictions_loss: 0.7670 384/2062 [====>.........................] - ETA: 3:55 - loss: 976.2306 - logits_profile_predictions_loss: 955.6740 - logcount_predictions_loss: 0.7670 385/2062 [====>.........................] - ETA: 3:54 - loss: 976.2433 - logits_profile_predictions_loss: 955.6853 - logcount_predictions_loss: 0.7671 386/2062 [====>.........................] - ETA: 3:54 - loss: 976.2552 - logits_profile_predictions_loss: 955.6959 - logcount_predictions_loss: 0.7671 387/2062 [====>.........................] - ETA: 3:54 - loss: 976.2671 - logits_profile_predictions_loss: 955.7065 - logcount_predictions_loss: 0.7672 388/2062 [====>.........................] - ETA: 3:54 - loss: 976.2791 - logits_profile_predictions_loss: 955.7171 - logcount_predictions_loss: 0.7672 389/2062 [====>.........................] - ETA: 3:54 - loss: 976.2900 - logits_profile_predictions_loss: 955.7268 - logcount_predictions_loss: 0.7673 390/2062 [====>.........................] - ETA: 3:54 - loss: 976.3010 - logits_profile_predictions_loss: 955.7366 - logcount_predictions_loss: 0.7673 391/2062 [====>.........................] - ETA: 3:54 - loss: 976.3117 - logits_profile_predictions_loss: 955.7460 - logcount_predictions_loss: 0.7674 392/2062 [====>.........................] - ETA: 3:53 - loss: 976.3228 - logits_profile_predictions_loss: 955.7559 - logcount_predictions_loss: 0.7674 393/2062 [====>.........................] - ETA: 3:53 - loss: 976.3341 - logits_profile_predictions_loss: 955.7660 - logcount_predictions_loss: 0.7675 394/2062 [====>.........................] - ETA: 3:53 - loss: 976.3459 - logits_profile_predictions_loss: 955.7766 - logcount_predictions_loss: 0.7675 395/2062 [====>.........................] - ETA: 3:53 - loss: 976.3579 - logits_profile_predictions_loss: 955.7874 - logcount_predictions_loss: 0.7676 396/2062 [====>.........................] - ETA: 3:53 - loss: 976.3710 - logits_profile_predictions_loss: 955.7993 - logcount_predictions_loss: 0.7676 397/2062 [====>.........................] - ETA: 3:53 - loss: 976.3841 - logits_profile_predictions_loss: 955.8114 - logcount_predictions_loss: 0.7676 398/2062 [====>.........................] - ETA: 3:53 - loss: 976.3966 - logits_profile_predictions_loss: 955.8227 - logcount_predictions_loss: 0.7677 399/2062 [====>.........................] - ETA: 3:52 - loss: 976.4085 - logits_profile_predictions_loss: 955.8334 - logcount_predictions_loss: 0.7677 400/2062 [====>.........................] - ETA: 3:52 - loss: 976.4206 - logits_profile_predictions_loss: 955.8443 - logcount_predictions_loss: 0.7678 401/2062 [====>.........................] - ETA: 3:52 - loss: 976.4322 - logits_profile_predictions_loss: 955.8548 - logcount_predictions_loss: 0.7678 402/2062 [====>.........................] - ETA: 3:52 - loss: 976.4432 - logits_profile_predictions_loss: 955.8647 - logcount_predictions_loss: 0.7679 403/2062 [====>.........................] - ETA: 3:52 - loss: 976.4537 - logits_profile_predictions_loss: 955.8740 - logcount_predictions_loss: 0.7679 404/2062 [====>.........................] - ETA: 3:52 - loss: 976.4641 - logits_profile_predictions_loss: 955.8833 - logcount_predictions_loss: 0.7679 405/2062 [====>.........................] - ETA: 3:52 - loss: 976.4743 - logits_profile_predictions_loss: 955.8924 - logcount_predictions_loss: 0.7680 406/2062 [====>.........................] - ETA: 3:51 - loss: 976.4850 - logits_profile_predictions_loss: 955.9021 - logcount_predictions_loss: 0.7680 407/2062 [====>.........................] - ETA: 3:51 - loss: 976.4942 - logits_profile_predictions_loss: 955.9102 - logcount_predictions_loss: 0.7681 408/2062 [====>.........................] - ETA: 3:51 - loss: 976.5038 - logits_profile_predictions_loss: 955.9186 - logcount_predictions_loss: 0.7681 409/2062 [====>.........................] - ETA: 3:51 - loss: 976.5153 - logits_profile_predictions_loss: 955.9291 - logcount_predictions_loss: 0.7681 410/2062 [====>.........................] - ETA: 3:51 - loss: 976.5264 - logits_profile_predictions_loss: 955.9391 - logcount_predictions_loss: 0.7682 411/2062 [====>.........................] - ETA: 3:51 - loss: 976.5372 - logits_profile_predictions_loss: 955.9488 - logcount_predictions_loss: 0.7682 412/2062 [====>.........................] - ETA: 3:51 - loss: 976.5478 - logits_profile_predictions_loss: 955.9583 - logcount_predictions_loss: 0.7683 413/2062 [=====>........................] - ETA: 3:50 - loss: 976.5584 - logits_profile_predictions_loss: 955.9678 - logcount_predictions_loss: 0.7683 414/2062 [=====>........................] - ETA: 3:50 - loss: 976.5685 - logits_profile_predictions_loss: 955.9768 - logcount_predictions_loss: 0.7683 415/2062 [=====>........................] - ETA: 3:50 - loss: 976.5792 - logits_profile_predictions_loss: 955.9862 - logcount_predictions_loss: 0.7684 416/2062 [=====>........................] - ETA: 3:50 - loss: 976.5888 - logits_profile_predictions_loss: 955.9947 - logcount_predictions_loss: 0.7684 417/2062 [=====>........................] - ETA: 3:50 - loss: 976.5980 - logits_profile_predictions_loss: 956.0028 - logcount_predictions_loss: 0.7685 418/2062 [=====>........................] - ETA: 3:50 - loss: 976.6093 - logits_profile_predictions_loss: 956.0130 - logcount_predictions_loss: 0.7685 419/2062 [=====>........................] - ETA: 3:50 - loss: 976.6204 - logits_profile_predictions_loss: 956.0231 - logcount_predictions_loss: 0.7686 420/2062 [=====>........................] - ETA: 3:49 - loss: 976.6316 - logits_profile_predictions_loss: 956.0332 - logcount_predictions_loss: 0.7686 421/2062 [=====>........................] - ETA: 3:49 - loss: 976.6436 - logits_profile_predictions_loss: 956.0440 - logcount_predictions_loss: 0.7686 422/2062 [=====>........................] - ETA: 3:49 - loss: 976.6550 - logits_profile_predictions_loss: 956.0544 - logcount_predictions_loss: 0.7687 423/2062 [=====>........................] - ETA: 3:49 - loss: 976.6656 - logits_profile_predictions_loss: 956.0640 - logcount_predictions_loss: 0.7687 424/2062 [=====>........................] - ETA: 3:49 - loss: 976.6757 - logits_profile_predictions_loss: 956.0731 - logcount_predictions_loss: 0.7688 425/2062 [=====>........................] - ETA: 3:49 - loss: 976.6863 - logits_profile_predictions_loss: 956.0826 - logcount_predictions_loss: 0.7688 426/2062 [=====>........................] - ETA: 3:49 - loss: 976.6969 - logits_profile_predictions_loss: 956.0921 - logcount_predictions_loss: 0.7688 427/2062 [=====>........................] - ETA: 3:49 - loss: 976.7078 - logits_profile_predictions_loss: 956.1020 - logcount_predictions_loss: 0.7689 428/2062 [=====>........................] - ETA: 3:48 - loss: 976.7189 - logits_profile_predictions_loss: 956.1121 - logcount_predictions_loss: 0.7689 429/2062 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[..............................] - ETA: 4:54 - loss: 1015.2226 - logits_profile_predictions_loss: 996.3442 - logcount_predictions_loss: 0.7044  5/2062 [..............................] - ETA: 4:52 - loss: 1014.8232 - logits_profile_predictions_loss: 995.8979 - logcount_predictions_loss: 0.7062 6/2062 [..............................] - ETA: 4:51 - loss: 1009.3253 - logits_profile_predictions_loss: 990.3638 - logcount_predictions_loss: 0.7075 7/2062 [..............................] - ETA: 4:50 - loss: 1014.9649 - logits_profile_predictions_loss: 995.8385 - logcount_predictions_loss: 0.7137 8/2062 [..............................] - ETA: 4:49 - loss: 1018.0418 - logits_profile_predictions_loss: 998.7665 - logcount_predictions_loss: 0.7192 9/2062 [..............................] - ETA: 4:49 - loss: 1018.9137 - logits_profile_predictions_loss: 999.5834 - logcount_predictions_loss: 0.7213 10/2062 [..............................] - ETA: 4:49 - loss: 1017.6332 - logits_profile_predictions_loss: 998.3114 - logcount_predictions_loss: 0.7210 11/2062 [..............................] - ETA: 4:48 - loss: 1015.5911 - logits_profile_predictions_loss: 996.2675 - logcount_predictions_loss: 0.7210 12/2062 [..............................] - ETA: 4:48 - loss: 1014.2885 - logits_profile_predictions_loss: 994.9748 - logcount_predictions_loss: 0.7207 13/2062 [..............................] - ETA: 4:48 - loss: 1012.2324 - logits_profile_predictions_loss: 992.9107 - logcount_predictions_loss: 0.7210 14/2062 [..............................] - ETA: 4:48 - loss: 1010.8147 - logits_profile_predictions_loss: 991.4657 - logcount_predictions_loss: 0.7220 15/2062 [..............................] - ETA: 4:49 - loss: 1009.8030 - logits_profile_predictions_loss: 990.3942 - logcount_predictions_loss: 0.7242 16/2062 [..............................] - ETA: 4:49 - loss: 1009.6793 - logits_profile_predictions_loss: 990.2127 - logcount_predictions_loss: 0.7264 17/2062 [..............................] - ETA: 4:48 - loss: 1009.7729 - logits_profile_predictions_loss: 990.2631 - logcount_predictions_loss: 0.7280 18/2062 [..............................] - ETA: 4:48 - loss: 1010.6342 - logits_profile_predictions_loss: 991.0449 - logcount_predictions_loss: 0.7309 19/2062 [..............................] - ETA: 4:48 - loss: 1010.9671 - logits_profile_predictions_loss: 991.2847 - logcount_predictions_loss: 0.7344 20/2062 [..............................] - ETA: 4:47 - loss: 1011.0680 - logits_profile_predictions_loss: 991.2997 - logcount_predictions_loss: 0.7376 21/2062 [..............................] - ETA: 4:47 - loss: 1011.2639 - logits_profile_predictions_loss: 991.4095 - logcount_predictions_loss: 0.7408 22/2062 [..............................] - ETA: 4:47 - loss: 1011.3051 - logits_profile_predictions_loss: 991.3687 - logcount_predictions_loss: 0.7439 23/2062 [..............................] - ETA: 4:47 - loss: 1011.2286 - logits_profile_predictions_loss: 991.2340 - logcount_predictions_loss: 0.7461 24/2062 [..............................] - ETA: 4:46 - loss: 1010.8229 - logits_profile_predictions_loss: 990.7801 - logcount_predictions_loss: 0.7479 25/2062 [..............................] - ETA: 4:46 - loss: 1010.1632 - logits_profile_predictions_loss: 990.0654 - logcount_predictions_loss: 0.7499 26/2062 [..............................] - ETA: 4:46 - loss: 1009.4409 - logits_profile_predictions_loss: 989.2835 - logcount_predictions_loss: 0.7521 27/2062 [..............................] - ETA: 4:46 - loss: 1008.9673 - logits_profile_predictions_loss: 988.7469 - logcount_predictions_loss: 0.7545 28/2062 [..............................] - ETA: 4:46 - loss: 1008.3461 - logits_profile_predictions_loss: 988.0753 - logcount_predictions_loss: 0.7564 29/2062 [..............................] - ETA: 4:45 - loss: 1007.7468 - logits_profile_predictions_loss: 987.4272 - logcount_predictions_loss: 0.7582 30/2062 [..............................] - ETA: 4:45 - loss: 1007.0347 - logits_profile_predictions_loss: 986.6698 - logcount_predictions_loss: 0.7599 31/2062 [..............................] - ETA: 4:45 - loss: 1006.3282 - logits_profile_predictions_loss: 985.9174 - logcount_predictions_loss: 0.7616 32/2062 [..............................] - ETA: 4:45 - loss: 1005.5684 - logits_profile_predictions_loss: 985.1088 - logcount_predictions_loss: 0.7634 33/2062 [..............................] - ETA: 4:45 - loss: 1004.6287 - logits_profile_predictions_loss: 984.1147 - logcount_predictions_loss: 0.7654 34/2062 [..............................] - ETA: 4:44 - loss: 1003.7926 - logits_profile_predictions_loss: 983.2334 - logcount_predictions_loss: 0.7671 35/2062 [..............................] - ETA: 4:44 - loss: 1002.9691 - logits_profile_predictions_loss: 982.3664 - logcount_predictions_loss: 0.7688 36/2062 [..............................] - ETA: 4:44 - loss: 1002.0511 - logits_profile_predictions_loss: 981.4038 - logcount_predictions_loss: 0.7704 37/2062 [..............................] - ETA: 4:44 - loss: 1001.2154 - logits_profile_predictions_loss: 980.5242 - logcount_predictions_loss: 0.7721 38/2062 [..............................] - ETA: 4:44 - loss: 1000.5065 - logits_profile_predictions_loss: 979.7683 - logcount_predictions_loss: 0.7738 39/2062 [..............................] - ETA: 4:44 - loss: 999.8422 - logits_profile_predictions_loss: 979.0631 - logcount_predictions_loss: 0.7753  40/2062 [..............................] - ETA: 4:43 - loss: 999.3392 - logits_profile_predictions_loss: 978.5232 - logcount_predictions_loss: 0.7767 41/2062 [..............................] - ETA: 4:43 - loss: 998.8082 - logits_profile_predictions_loss: 977.9595 - logcount_predictions_loss: 0.7779 42/2062 [..............................] - ETA: 4:43 - loss: 998.2246 - logits_profile_predictions_loss: 977.3434 - logcount_predictions_loss: 0.7792 43/2062 [..............................] - ETA: 4:43 - loss: 997.7175 - logits_profile_predictions_loss: 976.8016 - logcount_predictions_loss: 0.7804 44/2062 [..............................] - ETA: 4:43 - loss: 997.2831 - logits_profile_predictions_loss: 976.3364 - logcount_predictions_loss: 0.7816 45/2062 [..............................] - ETA: 4:43 - loss: 996.7535 - logits_profile_predictions_loss: 975.7796 - logcount_predictions_loss: 0.7826 46/2062 [..............................] - ETA: 4:42 - loss: 996.2235 - logits_profile_predictions_loss: 975.2228 - logcount_predictions_loss: 0.7836 47/2062 [..............................] - ETA: 4:42 - loss: 995.6744 - logits_profile_predictions_loss: 974.6468 - logcount_predictions_loss: 0.7846 48/2062 [..............................] - ETA: 4:42 - loss: 995.2622 - logits_profile_predictions_loss: 974.2060 - logcount_predictions_loss: 0.7857 49/2062 [..............................] - ETA: 4:42 - loss: 994.8826 - logits_profile_predictions_loss: 973.7996 - logcount_predictions_loss: 0.7867 50/2062 [..............................] - ETA: 4:42 - loss: 994.4985 - logits_profile_predictions_loss: 973.3918 - logcount_predictions_loss: 0.7876 51/2062 [..............................] - ETA: 4:42 - loss: 994.0726 - logits_profile_predictions_loss: 972.9427 - logcount_predictions_loss: 0.7884 52/2062 [..............................] - ETA: 4:41 - loss: 993.6650 - logits_profile_predictions_loss: 972.5093 - logcount_predictions_loss: 0.7894 53/2062 [..............................] - ETA: 4:41 - loss: 993.2343 - logits_profile_predictions_loss: 972.0554 - logcount_predictions_loss: 0.7903 54/2062 [..............................] - ETA: 4:41 - loss: 992.8071 - logits_profile_predictions_loss: 971.6044 - logcount_predictions_loss: 0.7911 55/2062 [..............................] - ETA: 4:41 - loss: 992.4444 - logits_profile_predictions_loss: 971.2197 - logcount_predictions_loss: 0.7920 56/2062 [..............................] - ETA: 4:41 - loss: 992.1906 - logits_profile_predictions_loss: 970.9465 - logcount_predictions_loss: 0.7927 57/2062 [..............................] - ETA: 4:41 - loss: 991.9770 - logits_profile_predictions_loss: 970.7131 - logcount_predictions_loss: 0.7934 58/2062 [..............................] - ETA: 4:41 - loss: 991.7534 - logits_profile_predictions_loss: 970.4716 - logcount_predictions_loss: 0.7941 59/2062 [..............................] - ETA: 4:40 - loss: 991.5236 - logits_profile_predictions_loss: 970.2255 - logcount_predictions_loss: 0.7947 60/2062 [..............................] - ETA: 4:40 - loss: 991.2147 - logits_profile_predictions_loss: 969.9006 - logcount_predictions_loss: 0.7953 61/2062 [..............................] - ETA: 4:40 - loss: 990.8710 - logits_profile_predictions_loss: 969.5422 - logcount_predictions_loss: 0.7959 62/2062 [..............................] - ETA: 4:40 - loss: 990.5646 - logits_profile_predictions_loss: 969.2219 - logcount_predictions_loss: 0.7964 63/2062 [..............................] - ETA: 4:40 - loss: 990.3046 - logits_profile_predictions_loss: 968.9483 - logcount_predictions_loss: 0.7969 64/2062 [..............................] - ETA: 4:40 - loss: 990.0207 - logits_profile_predictions_loss: 968.6520 - logcount_predictions_loss: 0.7973 65/2062 [..............................] - ETA: 4:40 - loss: 989.7763 - logits_profile_predictions_loss: 968.3956 - logcount_predictions_loss: 0.7978 66/2062 [..............................] - ETA: 4:39 - loss: 989.5103 - logits_profile_predictions_loss: 968.1197 - logcount_predictions_loss: 0.7982 67/2062 [..............................] - ETA: 4:39 - loss: 989.2606 - logits_profile_predictions_loss: 967.8607 - logcount_predictions_loss: 0.7985 68/2062 [..............................] - ETA: 4:39 - loss: 989.0053 - logits_profile_predictions_loss: 967.5975 - logcount_predictions_loss: 0.7988 69/2062 [>.............................] - ETA: 4:39 - loss: 988.7402 - logits_profile_predictions_loss: 967.3252 - logcount_predictions_loss: 0.7991 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logits_profile_predictions_loss: 965.1399 - logcount_predictions_loss: 0.8008 77/2062 [>.............................] - ETA: 4:38 - loss: 986.3465 - logits_profile_predictions_loss: 964.8758 - logcount_predictions_loss: 0.8011 78/2062 [>.............................] - ETA: 4:38 - loss: 986.0599 - logits_profile_predictions_loss: 964.5801 - logcount_predictions_loss: 0.8015 79/2062 [>.............................] - ETA: 4:37 - loss: 985.8148 - logits_profile_predictions_loss: 964.3268 - logcount_predictions_loss: 0.8018 80/2062 [>.............................] - ETA: 4:37 - loss: 985.5769 - logits_profile_predictions_loss: 964.0820 - logcount_predictions_loss: 0.8020 81/2062 [>.............................] - ETA: 4:37 - loss: 985.3577 - logits_profile_predictions_loss: 963.8560 - logcount_predictions_loss: 0.8023 82/2062 [>.............................] - ETA: 4:37 - loss: 985.1100 - logits_profile_predictions_loss: 963.6019 - logcount_predictions_loss: 0.8025 83/2062 [>.............................] - ETA: 4:37 - loss: 984.8456 - logits_profile_predictions_loss: 963.3312 - logcount_predictions_loss: 0.8028 84/2062 [>.............................] - ETA: 4:37 - loss: 984.5953 - logits_profile_predictions_loss: 963.0759 - logcount_predictions_loss: 0.8030 85/2062 [>.............................] - ETA: 4:36 - loss: 984.3394 - logits_profile_predictions_loss: 962.8157 - logcount_predictions_loss: 0.8031 86/2062 [>.............................] - ETA: 4:36 - loss: 984.1107 - logits_profile_predictions_loss: 962.5828 - logcount_predictions_loss: 0.8033 87/2062 [>.............................] - ETA: 4:36 - loss: 983.8758 - logits_profile_predictions_loss: 962.3435 - logcount_predictions_loss: 0.8034 88/2062 [>.............................] - ETA: 4:36 - loss: 983.6414 - logits_profile_predictions_loss: 962.1060 - logcount_predictions_loss: 0.8036 89/2062 [>.............................] - ETA: 4:36 - loss: 983.4024 - logits_profile_predictions_loss: 961.8639 - logcount_predictions_loss: 0.8037 90/2062 [>.............................] - ETA: 4:36 - loss: 983.1521 - logits_profile_predictions_loss: 961.6105 - logcount_predictions_loss: 0.8038 91/2062 [>.............................] - ETA: 4:36 - loss: 982.9271 - logits_profile_predictions_loss: 961.3827 - logcount_predictions_loss: 0.8039 92/2062 [>.............................] - ETA: 4:35 - loss: 982.7112 - logits_profile_predictions_loss: 961.1645 - logcount_predictions_loss: 0.8040 93/2062 [>.............................] - ETA: 4:35 - loss: 982.4921 - logits_profile_predictions_loss: 960.9431 - logcount_predictions_loss: 0.8041 94/2062 [>.............................] - ETA: 4:35 - loss: 982.2859 - logits_profile_predictions_loss: 960.7347 - logcount_predictions_loss: 0.8042 95/2062 [>.............................] - ETA: 4:35 - loss: 982.0828 - logits_profile_predictions_loss: 960.5292 - logcount_predictions_loss: 0.8042 96/2062 [>.............................] - ETA: 4:35 - 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logits_profile_predictions_loss: 957.9682 - logcount_predictions_loss: 0.8042 110/2062 [>.............................] - ETA: 4:33 - loss: 979.3472 - logits_profile_predictions_loss: 957.7972 - logcount_predictions_loss: 0.8041 111/2062 [>.............................] - ETA: 4:33 - loss: 979.1913 - logits_profile_predictions_loss: 957.6431 - logcount_predictions_loss: 0.8040 112/2062 [>.............................] - ETA: 4:33 - loss: 979.0362 - logits_profile_predictions_loss: 957.4899 - logcount_predictions_loss: 0.8040 113/2062 [>.............................] - ETA: 4:32 - loss: 978.8973 - logits_profile_predictions_loss: 957.3529 - logcount_predictions_loss: 0.8039 114/2062 [>.............................] - ETA: 4:32 - loss: 978.7562 - logits_profile_predictions_loss: 957.2135 - logcount_predictions_loss: 0.8038 115/2062 [>.............................] - ETA: 4:32 - loss: 978.6284 - logits_profile_predictions_loss: 957.0866 - logcount_predictions_loss: 0.8038 116/2062 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[==>...........................] - ETA: 4:12 - loss: 971.0762 - logits_profile_predictions_loss: 949.7000 - logcount_predictions_loss: 0.7976 260/2062 [==>...........................] - ETA: 4:12 - loss: 971.0689 - logits_profile_predictions_loss: 949.6933 - logcount_predictions_loss: 0.7976 261/2062 [==>...........................] - ETA: 4:12 - loss: 971.0585 - logits_profile_predictions_loss: 949.6836 - logcount_predictions_loss: 0.7976 262/2062 [==>...........................] - ETA: 4:11 - loss: 971.0489 - logits_profile_predictions_loss: 949.6744 - logcount_predictions_loss: 0.7976 263/2062 [==>...........................] - ETA: 4:11 - loss: 971.0398 - logits_profile_predictions_loss: 949.6657 - logcount_predictions_loss: 0.7975 264/2062 [==>...........................] - ETA: 4:11 - loss: 971.0323 - logits_profile_predictions_loss: 949.6586 - logcount_predictions_loss: 0.7975 265/2062 [==>...........................] - ETA: 4:11 - loss: 971.0232 - logits_profile_predictions_loss: 949.6498 - logcount_predictions_loss: 0.7975 266/2062 [==>...........................] - ETA: 4:11 - loss: 971.0135 - logits_profile_predictions_loss: 949.6404 - logcount_predictions_loss: 0.7975 267/2062 [==>...........................] - ETA: 4:11 - loss: 971.0045 - logits_profile_predictions_loss: 949.6318 - logcount_predictions_loss: 0.7975 268/2062 [==>...........................] - ETA: 4:11 - loss: 970.9948 - logits_profile_predictions_loss: 949.6225 - logcount_predictions_loss: 0.7975 269/2062 [==>...........................] - ETA: 4:10 - loss: 970.9866 - logits_profile_predictions_loss: 949.6146 - logcount_predictions_loss: 0.7975 270/2062 [==>...........................] - ETA: 4:10 - loss: 970.9797 - logits_profile_predictions_loss: 949.6082 - logcount_predictions_loss: 0.7974 271/2062 [==>...........................] - ETA: 4:10 - loss: 970.9756 - logits_profile_predictions_loss: 949.6045 - logcount_predictions_loss: 0.7974 272/2062 [==>...........................] - ETA: 4:10 - loss: 970.9745 - logits_profile_predictions_loss: 949.6038 - logcount_predictions_loss: 0.7974 273/2062 [==>...........................] - ETA: 4:10 - loss: 970.9717 - logits_profile_predictions_loss: 949.6015 - logcount_predictions_loss: 0.7974 274/2062 [==>...........................] - ETA: 4:10 - loss: 970.9685 - logits_profile_predictions_loss: 949.5989 - logcount_predictions_loss: 0.7974 275/2062 [===>..........................] - ETA: 4:10 - loss: 970.9625 - logits_profile_predictions_loss: 949.5934 - logcount_predictions_loss: 0.7974 276/2062 [===>..........................] - ETA: 4:09 - loss: 970.9577 - logits_profile_predictions_loss: 949.5892 - logcount_predictions_loss: 0.7973 277/2062 [===>..........................] - ETA: 4:09 - loss: 970.9535 - logits_profile_predictions_loss: 949.5857 - logcount_predictions_loss: 0.7973 278/2062 [===>..........................] - ETA: 4:09 - loss: 970.9500 - logits_profile_predictions_loss: 949.5828 - logcount_predictions_loss: 0.7973 279/2062 [===>..........................] - ETA: 4:09 - loss: 970.9470 - logits_profile_predictions_loss: 949.5804 - logcount_predictions_loss: 0.7973 280/2062 [===>..........................] - ETA: 4:09 - loss: 970.9445 - logits_profile_predictions_loss: 949.5786 - logcount_predictions_loss: 0.7972 281/2062 [===>..........................] - ETA: 4:09 - loss: 970.9413 - logits_profile_predictions_loss: 949.5761 - logcount_predictions_loss: 0.7972 282/2062 [===>..........................] - ETA: 4:09 - loss: 970.9370 - logits_profile_predictions_loss: 949.5726 - logcount_predictions_loss: 0.7972 283/2062 [===>..........................] - ETA: 4:08 - loss: 970.9335 - logits_profile_predictions_loss: 949.5699 - logcount_predictions_loss: 0.7972 284/2062 [===>..........................] - ETA: 4:08 - loss: 970.9301 - logits_profile_predictions_loss: 949.5672 - logcount_predictions_loss: 0.7971 285/2062 [===>..........................] - ETA: 4:08 - loss: 970.9250 - logits_profile_predictions_loss: 949.5627 - logcount_predictions_loss: 0.7971 286/2062 [===>..........................] - ETA: 4:08 - loss: 970.9174 - logits_profile_predictions_loss: 949.5557 - logcount_predictions_loss: 0.7971 287/2062 [===>..........................] - ETA: 4:08 - loss: 970.9101 - logits_profile_predictions_loss: 949.5490 - logcount_predictions_loss: 0.7971 288/2062 [===>..........................] - ETA: 4:08 - loss: 970.9026 - logits_profile_predictions_loss: 949.5422 - logcount_predictions_loss: 0.7970 289/2062 [===>..........................] - ETA: 4:08 - loss: 970.8967 - logits_profile_predictions_loss: 949.5370 - logcount_predictions_loss: 0.7970 290/2062 [===>..........................] - ETA: 4:07 - loss: 970.8920 - logits_profile_predictions_loss: 949.5331 - logcount_predictions_loss: 0.7970 291/2062 [===>..........................] - ETA: 4:07 - loss: 970.8889 - logits_profile_predictions_loss: 949.5309 - logcount_predictions_loss: 0.7969 292/2062 [===>..........................] - ETA: 4:07 - loss: 970.8846 - logits_profile_predictions_loss: 949.5273 - logcount_predictions_loss: 0.7969 293/2062 [===>..........................] - ETA: 4:07 - loss: 970.8802 - logits_profile_predictions_loss: 949.5237 - logcount_predictions_loss: 0.7969 294/2062 [===>..........................] - ETA: 4:07 - loss: 970.8748 - logits_profile_predictions_loss: 949.5191 - logcount_predictions_loss: 0.7969 295/2062 [===>..........................] - ETA: 4:07 - loss: 970.8689 - logits_profile_predictions_loss: 949.5141 - logcount_predictions_loss: 0.7968 296/2062 [===>..........................] - ETA: 4:07 - loss: 970.8632 - logits_profile_predictions_loss: 949.5094 - logcount_predictions_loss: 0.7968 297/2062 [===>..........................] - ETA: 4:06 - loss: 970.8560 - logits_profile_predictions_loss: 949.5031 - logcount_predictions_loss: 0.7967 298/2062 [===>..........................] - ETA: 4:06 - loss: 970.8482 - logits_profile_predictions_loss: 949.4962 - logcount_predictions_loss: 0.7967 299/2062 [===>..........................] - ETA: 4:06 - loss: 970.8391 - logits_profile_predictions_loss: 949.4881 - logcount_predictions_loss: 0.7967 300/2062 [===>..........................] - ETA: 4:06 - loss: 970.8282 - logits_profile_predictions_loss: 949.4783 - logcount_predictions_loss: 0.7966 301/2062 [===>..........................] - ETA: 4:06 - loss: 970.8193 - logits_profile_predictions_loss: 949.4704 - logcount_predictions_loss: 0.7966 302/2062 [===>..........................] - ETA: 4:06 - loss: 970.8134 - logits_profile_predictions_loss: 949.4654 - logcount_predictions_loss: 0.7966 303/2062 [===>..........................] - ETA: 4:06 - loss: 970.8084 - logits_profile_predictions_loss: 949.4613 - logcount_predictions_loss: 0.7965 304/2062 [===>..........................] - ETA: 4:06 - loss: 970.8033 - logits_profile_predictions_loss: 949.4572 - logcount_predictions_loss: 0.7965 305/2062 [===>..........................] - ETA: 4:05 - loss: 970.8000 - logits_profile_predictions_loss: 949.4548 - logcount_predictions_loss: 0.7965 306/2062 [===>..........................] - ETA: 4:05 - loss: 970.7955 - logits_profile_predictions_loss: 949.4514 - logcount_predictions_loss: 0.7964 307/2062 [===>..........................] - ETA: 4:05 - loss: 970.7914 - logits_profile_predictions_loss: 949.4483 - logcount_predictions_loss: 0.7964 308/2062 [===>..........................] - ETA: 4:05 - loss: 970.7865 - logits_profile_predictions_loss: 949.4446 - logcount_predictions_loss: 0.7963 309/2062 [===>..........................] - ETA: 4:05 - loss: 970.7819 - logits_profile_predictions_loss: 949.4410 - logcount_predictions_loss: 0.7963 310/2062 [===>..........................] - ETA: 4:05 - loss: 970.7790 - logits_profile_predictions_loss: 949.4392 - logcount_predictions_loss: 0.7963 311/2062 [===>..........................] - ETA: 4:05 - loss: 970.7780 - logits_profile_predictions_loss: 949.4394 - logcount_predictions_loss: 0.7962 312/2062 [===>..........................] - ETA: 4:04 - loss: 970.7787 - logits_profile_predictions_loss: 949.4413 - logcount_predictions_loss: 0.7962 313/2062 [===>..........................] - ETA: 4:04 - loss: 970.7788 - logits_profile_predictions_loss: 949.4425 - logcount_predictions_loss: 0.7961 314/2062 [===>..........................] - ETA: 4:04 - loss: 970.7795 - logits_profile_predictions_loss: 949.4445 - logcount_predictions_loss: 0.7961 315/2062 [===>..........................] - ETA: 4:04 - loss: 970.7784 - logits_profile_predictions_loss: 949.4447 - logcount_predictions_loss: 0.7960 316/2062 [===>..........................] - ETA: 4:04 - loss: 970.7782 - logits_profile_predictions_loss: 949.4458 - logcount_predictions_loss: 0.7960 317/2062 [===>..........................] - ETA: 4:04 - loss: 970.7752 - logits_profile_predictions_loss: 949.4440 - logcount_predictions_loss: 0.7959 318/2062 [===>..........................] - ETA: 4:04 - loss: 970.7724 - logits_profile_predictions_loss: 949.4424 - logcount_predictions_loss: 0.7959 319/2062 [===>..........................] - ETA: 4:03 - loss: 970.7680 - logits_profile_predictions_loss: 949.4393 - logcount_predictions_loss: 0.7958 320/2062 [===>..........................] - ETA: 4:03 - loss: 970.7632 - logits_profile_predictions_loss: 949.4358 - logcount_predictions_loss: 0.7958 321/2062 [===>..........................] - ETA: 4:03 - loss: 970.7586 - logits_profile_predictions_loss: 949.4324 - logcount_predictions_loss: 0.7957 322/2062 [===>..........................] - ETA: 4:03 - loss: 970.7556 - logits_profile_predictions_loss: 949.4306 - logcount_predictions_loss: 0.7957 323/2062 [===>..........................] - ETA: 4:03 - loss: 970.7526 - logits_profile_predictions_loss: 949.4287 - logcount_predictions_loss: 0.7957 324/2062 [===>..........................] - ETA: 4:03 - loss: 970.7489 - logits_profile_predictions_loss: 949.4262 - logcount_predictions_loss: 0.7956 325/2062 [===>..........................] - ETA: 4:03 - loss: 970.7483 - logits_profile_predictions_loss: 949.4267 - logcount_predictions_loss: 0.7956 326/2062 [===>..........................] - ETA: 4:02 - loss: 970.7488 - logits_profile_predictions_loss: 949.4283 - logcount_predictions_loss: 0.7955 327/2062 [===>..........................] - ETA: 4:02 - loss: 970.7484 - logits_profile_predictions_loss: 949.4292 - logcount_predictions_loss: 0.7955 328/2062 [===>..........................] - ETA: 4:02 - loss: 970.7489 - logits_profile_predictions_loss: 949.4307 - logcount_predictions_loss: 0.7954 329/2062 [===>..........................] - ETA: 4:02 - loss: 970.7473 - logits_profile_predictions_loss: 949.4303 - logcount_predictions_loss: 0.7954 330/2062 [===>..........................] - ETA: 4:02 - loss: 970.7471 - logits_profile_predictions_loss: 949.4311 - logcount_predictions_loss: 0.7954 331/2062 [===>..........................] - ETA: 4:02 - loss: 970.7459 - logits_profile_predictions_loss: 949.4310 - logcount_predictions_loss: 0.7953 332/2062 [===>..........................] - ETA: 4:02 - loss: 970.7458 - logits_profile_predictions_loss: 949.4319 - logcount_predictions_loss: 0.7953 333/2062 [===>..........................] - ETA: 4:01 - loss: 970.7453 - logits_profile_predictions_loss: 949.4323 - logcount_predictions_loss: 0.7953 334/2062 [===>..........................] - ETA: 4:01 - loss: 970.7461 - logits_profile_predictions_loss: 949.4341 - logcount_predictions_loss: 0.7952 335/2062 [===>..........................] - ETA: 4:01 - loss: 970.7455 - logits_profile_predictions_loss: 949.4345 - logcount_predictions_loss: 0.7952 336/2062 [===>..........................] - ETA: 4:01 - loss: 970.7457 - logits_profile_predictions_loss: 949.4357 - logcount_predictions_loss: 0.7951 337/2062 [===>..........................] - ETA: 4:01 - loss: 970.7445 - logits_profile_predictions_loss: 949.4356 - logcount_predictions_loss: 0.7951 338/2062 [===>..........................] - ETA: 4:01 - loss: 970.7447 - logits_profile_predictions_loss: 949.4368 - logcount_predictions_loss: 0.7951 339/2062 [===>..........................] - ETA: 4:01 - loss: 970.7449 - logits_profile_predictions_loss: 949.4379 - logcount_predictions_loss: 0.7950 340/2062 [===>..........................] - ETA: 4:00 - loss: 970.7442 - logits_profile_predictions_loss: 949.4383 - logcount_predictions_loss: 0.7950 341/2062 [===>..........................] - ETA: 4:00 - loss: 970.7431 - logits_profile_predictions_loss: 949.4382 - logcount_predictions_loss: 0.7950 342/2062 [===>..........................] - ETA: 4:00 - loss: 970.7424 - logits_profile_predictions_loss: 949.4386 - logcount_predictions_loss: 0.7949 343/2062 [===>..........................] - ETA: 4:00 - loss: 970.7423 - logits_profile_predictions_loss: 949.4395 - logcount_predictions_loss: 0.7949 344/2062 [====>.........................] - ETA: 4:00 - loss: 970.7418 - logits_profile_predictions_loss: 949.4401 - logcount_predictions_loss: 0.7948 345/2062 [====>.........................] - ETA: 4:00 - loss: 970.7416 - logits_profile_predictions_loss: 949.4409 - logcount_predictions_loss: 0.7948 346/2062 [====>.........................] - ETA: 4:00 - loss: 970.7425 - logits_profile_predictions_loss: 949.4427 - logcount_predictions_loss: 0.7948 347/2062 [====>.........................] - ETA: 3:59 - loss: 970.7430 - logits_profile_predictions_loss: 949.4443 - logcount_predictions_loss: 0.7947 348/2062 [====>.........................] - ETA: 3:59 - loss: 970.7444 - logits_profile_predictions_loss: 949.4467 - logcount_predictions_loss: 0.7947 349/2062 [====>.........................] - ETA: 3:59 - loss: 970.7459 - logits_profile_predictions_loss: 949.4493 - logcount_predictions_loss: 0.7946 350/2062 [====>.........................] - ETA: 3:59 - loss: 970.7497 - logits_profile_predictions_loss: 949.4541 - logcount_predictions_loss: 0.7946 351/2062 [====>.........................] - ETA: 3:59 - loss: 970.7527 - logits_profile_predictions_loss: 949.4583 - logcount_predictions_loss: 0.7946 352/2062 [====>.........................] - ETA: 3:59 - loss: 970.7551 - logits_profile_predictions_loss: 949.4618 - logcount_predictions_loss: 0.7945 353/2062 [====>.........................] - ETA: 3:59 - loss: 970.7578 - logits_profile_predictions_loss: 949.4655 - logcount_predictions_loss: 0.7945 354/2062 [====>.........................] - ETA: 3:59 - loss: 970.7592 - logits_profile_predictions_loss: 949.4680 - logcount_predictions_loss: 0.7944 355/2062 [====>.........................] - ETA: 3:58 - loss: 970.7608 - logits_profile_predictions_loss: 949.4706 - logcount_predictions_loss: 0.7944 356/2062 [====>.........................] - ETA: 3:58 - loss: 970.7627 - logits_profile_predictions_loss: 949.4736 - logcount_predictions_loss: 0.7944 357/2062 [====>.........................] - ETA: 3:58 - loss: 970.7657 - logits_profile_predictions_loss: 949.4774 - logcount_predictions_loss: 0.7943 358/2062 [====>.........................] - ETA: 3:58 - loss: 970.7668 - logits_profile_predictions_loss: 949.4795 - logcount_predictions_loss: 0.7943 359/2062 [====>.........................] - ETA: 3:58 - loss: 970.7677 - logits_profile_predictions_loss: 949.4813 - logcount_predictions_loss: 0.7943 360/2062 [====>.........................] - ETA: 3:58 - loss: 970.7683 - logits_profile_predictions_loss: 949.4828 - logcount_predictions_loss: 0.7942 361/2062 [====>.........................] - ETA: 3:58 - loss: 970.7676 - logits_profile_predictions_loss: 949.4829 - logcount_predictions_loss: 0.7942 362/2062 [====>.........................] - ETA: 3:57 - loss: 970.7654 - logits_profile_predictions_loss: 949.4817 - logcount_predictions_loss: 0.7942 363/2062 [====>.........................] - ETA: 3:57 - loss: 970.7640 - logits_profile_predictions_loss: 949.4812 - logcount_predictions_loss: 0.7941 364/2062 [====>.........................] - ETA: 3:57 - loss: 970.7615 - logits_profile_predictions_loss: 949.4797 - logcount_predictions_loss: 0.7941 365/2062 [====>.........................] - ETA: 3:57 - loss: 970.7602 - logits_profile_predictions_loss: 949.4793 - logcount_predictions_loss: 0.7941 366/2062 [====>.........................] - ETA: 3:57 - loss: 970.7591 - logits_profile_predictions_loss: 949.4791 - logcount_predictions_loss: 0.7940 367/2062 [====>.........................] - ETA: 3:57 - loss: 970.7584 - logits_profile_predictions_loss: 949.4794 - logcount_predictions_loss: 0.7940 368/2062 [====>.........................] - ETA: 3:57 - loss: 970.7589 - logits_profile_predictions_loss: 949.4808 - logcount_predictions_loss: 0.7940 369/2062 [====>.........................] - ETA: 3:56 - loss: 970.7585 - logits_profile_predictions_loss: 949.4814 - logcount_predictions_loss: 0.7939 370/2062 [====>.........................] - ETA: 3:56 - loss: 970.7580 - logits_profile_predictions_loss: 949.4818 - logcount_predictions_loss: 0.7939 371/2062 [====>.........................] - ETA: 3:56 - loss: 970.7591 - logits_profile_predictions_loss: 949.4837 - logcount_predictions_loss: 0.7938 372/2062 [====>.........................] - ETA: 3:56 - loss: 970.7605 - logits_profile_predictions_loss: 949.4861 - logcount_predictions_loss: 0.7938 373/2062 [====>.........................] - ETA: 3:56 - loss: 970.7629 - logits_profile_predictions_loss: 949.4895 - logcount_predictions_loss: 0.7938 374/2062 [====>.........................] - ETA: 3:56 - loss: 970.7661 - logits_profile_predictions_loss: 949.4936 - logcount_predictions_loss: 0.7937 375/2062 [====>.........................] - ETA: 3:56 - loss: 970.7683 - logits_profile_predictions_loss: 949.4967 - logcount_predictions_loss: 0.7937 376/2062 [====>.........................] - ETA: 3:55 - loss: 970.7708 - logits_profile_predictions_loss: 949.5001 - logcount_predictions_loss: 0.7937 377/2062 [====>.........................] - ETA: 3:55 - loss: 970.7750 - logits_profile_predictions_loss: 949.5053 - logcount_predictions_loss: 0.7936 378/2062 [====>.........................] - ETA: 3:55 - loss: 970.7788 - logits_profile_predictions_loss: 949.5101 - logcount_predictions_loss: 0.7936 379/2062 [====>.........................] - ETA: 3:55 - loss: 970.7813 - logits_profile_predictions_loss: 949.5136 - logcount_predictions_loss: 0.7936 380/2062 [====>.........................] - ETA: 3:55 - loss: 970.7830 - logits_profile_predictions_loss: 949.5162 - logcount_predictions_loss: 0.7935 381/2062 [====>.........................] - ETA: 3:55 - loss: 970.7843 - logits_profile_predictions_loss: 949.5186 - logcount_predictions_loss: 0.7935 382/2062 [====>.........................] - ETA: 3:55 - loss: 970.7861 - logits_profile_predictions_loss: 949.5214 - logcount_predictions_loss: 0.7934 383/2062 [====>.........................] - ETA: 3:54 - loss: 970.7887 - logits_profile_predictions_loss: 949.5251 - logcount_predictions_loss: 0.7934 384/2062 [====>.........................] - ETA: 3:54 - loss: 970.7918 - logits_profile_predictions_loss: 949.5294 - logcount_predictions_loss: 0.7934 385/2062 [====>.........................] - ETA: 3:54 - loss: 970.7950 - logits_profile_predictions_loss: 949.5337 - logcount_predictions_loss: 0.7933 386/2062 [====>.........................] - ETA: 3:54 - loss: 970.7994 - logits_profile_predictions_loss: 949.5391 - logcount_predictions_loss: 0.7933 387/2062 [====>.........................] - ETA: 3:54 - loss: 970.8031 - logits_profile_predictions_loss: 949.5440 - logcount_predictions_loss: 0.7932 388/2062 [====>.........................] - ETA: 3:54 - loss: 970.8053 - logits_profile_predictions_loss: 949.5474 - logcount_predictions_loss: 0.7932 389/2062 [====>.........................] - ETA: 3:54 - loss: 970.8077 - logits_profile_predictions_loss: 949.5509 - logcount_predictions_loss: 0.7932 390/2062 [====>.........................] - ETA: 3:53 - loss: 970.8096 - logits_profile_predictions_loss: 949.5540 - logcount_predictions_loss: 0.7931 391/2062 [====>.........................] - ETA: 3:53 - loss: 970.8134 - logits_profile_predictions_loss: 949.5590 - logcount_predictions_loss: 0.7931 392/2062 [====>.........................] - ETA: 3:53 - loss: 970.8176 - logits_profile_predictions_loss: 949.5644 - logcount_predictions_loss: 0.7930 393/2062 [====>.........................] - ETA: 3:53 - loss: 970.8226 - logits_profile_predictions_loss: 949.5705 - logcount_predictions_loss: 0.7930 394/2062 [====>.........................] - ETA: 3:53 - loss: 970.8279 - logits_profile_predictions_loss: 949.5769 - logcount_predictions_loss: 0.7929 395/2062 [====>.........................] - ETA: 3:53 - loss: 970.8319 - 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logits_profile_predictions_loss: 953.6728 - logcount_predictions_loss: 0.7743 2015/2062 [============================>.] - ETA: 6s - loss: 974.4239 - logits_profile_predictions_loss: 953.6737 - logcount_predictions_loss: 0.7743 2016/2062 [============================>.] - ETA: 6s - loss: 974.4247 - logits_profile_predictions_loss: 953.6745 - logcount_predictions_loss: 0.7743 2017/2062 [============================>.] - ETA: 6s - loss: 974.4255 - logits_profile_predictions_loss: 953.6754 - logcount_predictions_loss: 0.7743 2018/2062 [============================>.] - ETA: 6s - loss: 974.4263 - logits_profile_predictions_loss: 953.6762 - logcount_predictions_loss: 0.7743 2019/2062 [============================>.] - ETA: 6s - loss: 974.4272 - logits_profile_predictions_loss: 953.6771 - logcount_predictions_loss: 0.7743 2020/2062 [============================>.] - ETA: 5s - loss: 974.4281 - logits_profile_predictions_loss: 953.6781 - logcount_predictions_loss: 0.7743 2021/2062 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2041/2062 [============================>.] - ETA: 2s - loss: 974.4475 - logits_profile_predictions_loss: 953.6983 - logcount_predictions_loss: 0.7742 2042/2062 [============================>.] - ETA: 2s - loss: 974.4484 - logits_profile_predictions_loss: 953.6993 - logcount_predictions_loss: 0.7742 2043/2062 [============================>.] - ETA: 2s - loss: 974.4495 - logits_profile_predictions_loss: 953.7003 - logcount_predictions_loss: 0.7742 2044/2062 [============================>.] - ETA: 2s - loss: 974.4505 - logits_profile_predictions_loss: 953.7014 - logcount_predictions_loss: 0.7742 2045/2062 [============================>.] - ETA: 2s - loss: 974.4514 - logits_profile_predictions_loss: 953.7024 - logcount_predictions_loss: 0.7742 2046/2062 [============================>.] - ETA: 2s - loss: 974.4525 - logits_profile_predictions_loss: 953.7035 - logcount_predictions_loss: 0.7742 2047/2062 [============================>.] - ETA: 2s - loss: 974.4534 - 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[============================>.] - ETA: 1s - loss: 974.4596 - logits_profile_predictions_loss: 953.7110 - logcount_predictions_loss: 0.7742 2055/2062 [============================>.] - ETA: 0s - loss: 974.4603 - logits_profile_predictions_loss: 953.7118 - logcount_predictions_loss: 0.7742 2056/2062 [============================>.] - ETA: 0s - loss: 974.4611 - logits_profile_predictions_loss: 953.7126 - logcount_predictions_loss: 0.7742 2057/2062 [============================>.] - ETA: 0s - loss: 974.4619 - logits_profile_predictions_loss: 953.7135 - logcount_predictions_loss: 0.7742 2058/2062 [============================>.] - ETA: 0s - loss: 974.4627 - logits_profile_predictions_loss: 953.7143 - logcount_predictions_loss: 0.7742 2059/2062 [============================>.] - ETA: 0s - loss: 974.4634 - logits_profile_predictions_loss: 953.7150 - logcount_predictions_loss: 0.7742 2060/2062 [============================>.] - ETA: 0s - loss: 974.4641 - logits_profile_predictions_loss: 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[..............................] - ETA: 4:51 - loss: 905.8701 - logits_profile_predictions_loss: 891.2865 - logcount_predictions_loss: 0.5442 4/2062 [..............................] - ETA: 4:50 - loss: 927.5305 - logits_profile_predictions_loss: 912.0563 - logcount_predictions_loss: 0.5774 5/2062 [..............................] - ETA: 4:49 - loss: 940.0329 - logits_profile_predictions_loss: 923.9121 - logcount_predictions_loss: 0.6015 6/2062 [..............................] - ETA: 4:49 - loss: 948.3423 - logits_profile_predictions_loss: 931.7452 - logcount_predictions_loss: 0.6193 7/2062 [..............................] - ETA: 4:48 - loss: 954.2967 - logits_profile_predictions_loss: 937.3707 - logcount_predictions_loss: 0.6316 8/2062 [..............................] - ETA: 4:48 - loss: 954.9386 - logits_profile_predictions_loss: 937.7241 - logcount_predictions_loss: 0.6423 9/2062 [..............................] - ETA: 4:48 - loss: 957.5141 - logits_profile_predictions_loss: 940.0454 - logcount_predictions_loss: 0.6518 10/2062 [..............................] - ETA: 4:47 - loss: 960.8714 - logits_profile_predictions_loss: 943.1722 - logcount_predictions_loss: 0.6604 11/2062 [..............................] - ETA: 4:47 - loss: 962.4167 - logits_profile_predictions_loss: 944.5755 - logcount_predictions_loss: 0.6657 12/2062 [..............................] - ETA: 4:47 - loss: 964.3221 - logits_profile_predictions_loss: 946.3918 - logcount_predictions_loss: 0.6690 13/2062 [..............................] - ETA: 4:46 - loss: 964.6689 - logits_profile_predictions_loss: 946.6760 - logcount_predictions_loss: 0.6714 14/2062 [..............................] - ETA: 4:46 - loss: 965.6755 - logits_profile_predictions_loss: 947.5944 - logcount_predictions_loss: 0.6747 15/2062 [..............................] - ETA: 4:46 - loss: 965.8718 - logits_profile_predictions_loss: 947.6998 - logcount_predictions_loss: 0.6781 16/2062 [..............................] - ETA: 4:46 - loss: 966.3772 - logits_profile_predictions_loss: 948.1521 - logcount_predictions_loss: 0.6800 17/2062 [..............................] - ETA: 4:46 - loss: 967.1479 - logits_profile_predictions_loss: 948.8768 - logcount_predictions_loss: 0.6818 18/2062 [..............................] - ETA: 4:46 - loss: 967.7975 - logits_profile_predictions_loss: 949.4776 - logcount_predictions_loss: 0.6836 19/2062 [..............................] - ETA: 4:46 - loss: 968.0893 - logits_profile_predictions_loss: 949.7207 - logcount_predictions_loss: 0.6854 20/2062 [..............................] - ETA: 4:45 - loss: 968.7169 - logits_profile_predictions_loss: 950.3097 - logcount_predictions_loss: 0.6868 21/2062 [..............................] - ETA: 4:45 - loss: 969.1893 - logits_profile_predictions_loss: 950.7512 - logcount_predictions_loss: 0.6880 22/2062 [..............................] - ETA: 4:45 - loss: 969.9035 - logits_profile_predictions_loss: 951.4477 - logcount_predictions_loss: 0.6886 23/2062 [..............................] - ETA: 4:45 - loss: 970.4573 - logits_profile_predictions_loss: 951.9703 - logcount_predictions_loss: 0.6898 24/2062 [..............................] - ETA: 4:45 - loss: 971.3460 - logits_profile_predictions_loss: 952.8396 - logcount_predictions_loss: 0.6905 25/2062 [..............................] - ETA: 4:45 - loss: 972.0478 - logits_profile_predictions_loss: 953.5258 - logcount_predictions_loss: 0.6911 26/2062 [..............................] - ETA: 4:44 - loss: 972.9635 - logits_profile_predictions_loss: 954.4256 - logcount_predictions_loss: 0.6917 27/2062 [..............................] - ETA: 4:44 - loss: 973.5433 - logits_profile_predictions_loss: 954.9853 - logcount_predictions_loss: 0.6925 28/2062 [..............................] - ETA: 4:44 - loss: 973.9179 - logits_profile_predictions_loss: 955.3461 - logcount_predictions_loss: 0.6930 29/2062 [..............................] - ETA: 4:44 - loss: 974.2546 - logits_profile_predictions_loss: 955.6653 - logcount_predictions_loss: 0.6936 30/2062 [..............................] - ETA: 4:44 - loss: 974.5646 - logits_profile_predictions_loss: 955.9621 - logcount_predictions_loss: 0.6941 31/2062 [..............................] - ETA: 4:44 - loss: 974.6784 - logits_profile_predictions_loss: 956.0605 - logcount_predictions_loss: 0.6947 32/2062 [..............................] - ETA: 4:44 - loss: 974.6807 - logits_profile_predictions_loss: 956.0420 - logcount_predictions_loss: 0.6955 33/2062 [..............................] - ETA: 4:43 - loss: 974.6053 - logits_profile_predictions_loss: 955.9493 - logcount_predictions_loss: 0.6961 34/2062 [..............................] - ETA: 4:43 - loss: 974.7018 - logits_profile_predictions_loss: 956.0341 - logcount_predictions_loss: 0.6966 35/2062 [..............................] - ETA: 4:43 - loss: 974.8926 - logits_profile_predictions_loss: 956.2145 - logcount_predictions_loss: 0.6969 36/2062 [..............................] - ETA: 4:43 - loss: 975.0786 - logits_profile_predictions_loss: 956.3918 - logcount_predictions_loss: 0.6973 37/2062 [..............................] - ETA: 4:43 - loss: 975.2184 - logits_profile_predictions_loss: 956.5234 - logcount_predictions_loss: 0.6976 38/2062 [..............................] - ETA: 4:43 - loss: 975.1836 - logits_profile_predictions_loss: 956.4834 - logcount_predictions_loss: 0.6978 39/2062 [..............................] - ETA: 4:43 - loss: 975.3464 - logits_profile_predictions_loss: 956.6382 - logcount_predictions_loss: 0.6981 40/2062 [..............................] - ETA: 4:43 - loss: 975.4480 - logits_profile_predictions_loss: 956.7328 - logcount_predictions_loss: 0.6983 41/2062 [..............................] - ETA: 4:42 - loss: 975.5807 - logits_profile_predictions_loss: 956.8608 - logcount_predictions_loss: 0.6985 42/2062 [..............................] - ETA: 4:42 - loss: 975.7419 - logits_profile_predictions_loss: 957.0182 - logcount_predictions_loss: 0.6986 43/2062 [..............................] - ETA: 4:42 - loss: 975.9090 - logits_profile_predictions_loss: 957.1805 - logcount_predictions_loss: 0.6988 44/2062 [..............................] - ETA: 4:42 - loss: 975.9929 - logits_profile_predictions_loss: 957.2599 - logcount_predictions_loss: 0.6990 45/2062 [..............................] - ETA: 4:42 - loss: 976.0877 - logits_profile_predictions_loss: 957.3490 - logcount_predictions_loss: 0.6992 46/2062 [..............................] - ETA: 4:42 - loss: 976.1168 - logits_profile_predictions_loss: 957.3734 - logcount_predictions_loss: 0.6994 47/2062 [..............................] - ETA: 4:42 - loss: 976.0918 - logits_profile_predictions_loss: 957.3413 - logcount_predictions_loss: 0.6996 48/2062 [..............................] - ETA: 4:41 - loss: 976.1147 - logits_profile_predictions_loss: 957.3562 - logcount_predictions_loss: 0.6999 49/2062 [..............................] - ETA: 4:41 - loss: 976.1449 - logits_profile_predictions_loss: 957.3792 - logcount_predictions_loss: 0.7002 50/2062 [..............................] - ETA: 4:41 - loss: 976.1270 - logits_profile_predictions_loss: 957.3536 - logcount_predictions_loss: 0.7005 51/2062 [..............................] - ETA: 4:41 - loss: 976.0330 - logits_profile_predictions_loss: 957.2510 - logcount_predictions_loss: 0.7008 52/2062 [..............................] - ETA: 4:41 - loss: 975.9556 - logits_profile_predictions_loss: 957.1664 - logcount_predictions_loss: 0.7011 53/2062 [..............................] - ETA: 4:41 - loss: 975.8721 - logits_profile_predictions_loss: 957.0756 - logcount_predictions_loss: 0.7014 54/2062 [..............................] - ETA: 4:41 - loss: 975.7917 - logits_profile_predictions_loss: 956.9894 - logcount_predictions_loss: 0.7016 55/2062 [..............................] - ETA: 4:40 - loss: 975.7127 - logits_profile_predictions_loss: 956.9049 - logcount_predictions_loss: 0.7018 56/2062 [..............................] - ETA: 4:40 - loss: 975.6577 - logits_profile_predictions_loss: 956.8441 - logcount_predictions_loss: 0.7020 57/2062 [..............................] - ETA: 4:40 - loss: 975.5763 - logits_profile_predictions_loss: 956.7587 - logcount_predictions_loss: 0.7021 58/2062 [..............................] - ETA: 4:40 - loss: 975.4064 - logits_profile_predictions_loss: 956.5866 - logcount_predictions_loss: 0.7022 59/2062 [..............................] - ETA: 4:40 - loss: 975.2191 - logits_profile_predictions_loss: 956.3962 - logcount_predictions_loss: 0.7023 60/2062 [..............................] - ETA: 4:40 - loss: 975.0327 - logits_profile_predictions_loss: 956.2058 - logcount_predictions_loss: 0.7025 61/2062 [..............................] - ETA: 4:40 - loss: 974.7985 - logits_profile_predictions_loss: 955.9682 - logcount_predictions_loss: 0.7026 62/2062 [..............................] - ETA: 4:39 - loss: 974.5012 - logits_profile_predictions_loss: 955.6687 - logcount_predictions_loss: 0.7027 63/2062 [..............................] - ETA: 4:39 - loss: 974.2288 - logits_profile_predictions_loss: 955.3926 - logcount_predictions_loss: 0.7028 64/2062 [..............................] - ETA: 4:39 - loss: 973.9667 - logits_profile_predictions_loss: 955.1275 - logcount_predictions_loss: 0.7030 65/2062 [..............................] - ETA: 4:39 - loss: 973.7138 - logits_profile_predictions_loss: 954.8718 - logcount_predictions_loss: 0.7031 66/2062 [..............................] - ETA: 4:39 - loss: 973.4723 - logits_profile_predictions_loss: 954.6286 - logcount_predictions_loss: 0.7031 67/2062 [..............................] - ETA: 4:39 - loss: 973.2522 - logits_profile_predictions_loss: 954.4073 - logcount_predictions_loss: 0.7032 68/2062 [..............................] - ETA: 4:39 - loss: 973.0628 - logits_profile_predictions_loss: 954.2164 - logcount_predictions_loss: 0.7032 69/2062 [>.............................] - ETA: 4:38 - loss: 972.8675 - logits_profile_predictions_loss: 954.0194 - logcount_predictions_loss: 0.7033 70/2062 [>.............................] - ETA: 4:38 - loss: 972.7140 - logits_profile_predictions_loss: 953.8648 - logcount_predictions_loss: 0.7033 71/2062 [>.............................] - ETA: 4:38 - loss: 972.5302 - logits_profile_predictions_loss: 953.6795 - logcount_predictions_loss: 0.7034 72/2062 [>.............................] - ETA: 4:38 - loss: 972.3270 - logits_profile_predictions_loss: 953.4752 - logcount_predictions_loss: 0.7034 73/2062 [>.............................] - ETA: 4:38 - loss: 972.1501 - logits_profile_predictions_loss: 953.2969 - logcount_predictions_loss: 0.7035 74/2062 [>.............................] - ETA: 4:38 - loss: 971.9783 - logits_profile_predictions_loss: 953.1244 - logcount_predictions_loss: 0.7035 75/2062 [>.............................] - ETA: 4:38 - loss: 971.8184 - logits_profile_predictions_loss: 952.9648 - logcount_predictions_loss: 0.7035 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[===>..........................] - ETA: 4:09 - loss: 961.1884 - logits_profile_predictions_loss: 942.3687 - logcount_predictions_loss: 0.7022 279/2062 [===>..........................] - ETA: 4:09 - loss: 961.1748 - logits_profile_predictions_loss: 942.3556 - logcount_predictions_loss: 0.7022 280/2062 [===>..........................] - ETA: 4:09 - loss: 961.1574 - logits_profile_predictions_loss: 942.3387 - logcount_predictions_loss: 0.7022 281/2062 [===>..........................] - ETA: 4:09 - loss: 961.1415 - logits_profile_predictions_loss: 942.3232 - logcount_predictions_loss: 0.7022 282/2062 [===>..........................] - ETA: 4:09 - loss: 961.1247 - logits_profile_predictions_loss: 942.3069 - logcount_predictions_loss: 0.7022 283/2062 [===>..........................] - ETA: 4:09 - loss: 961.1076 - logits_profile_predictions_loss: 942.2903 - logcount_predictions_loss: 0.7021 284/2062 [===>..........................] - ETA: 4:08 - loss: 961.0916 - 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[===>..........................] - ETA: 4:07 - loss: 960.9820 - logits_profile_predictions_loss: 942.1688 - logcount_predictions_loss: 0.7020 292/2062 [===>..........................] - ETA: 4:07 - loss: 960.9658 - logits_profile_predictions_loss: 942.1531 - logcount_predictions_loss: 0.7020 293/2062 [===>..........................] - ETA: 4:07 - loss: 960.9531 - logits_profile_predictions_loss: 942.1409 - logcount_predictions_loss: 0.7019 294/2062 [===>..........................] - ETA: 4:07 - loss: 960.9393 - logits_profile_predictions_loss: 942.1275 - logcount_predictions_loss: 0.7019 295/2062 [===>..........................] - ETA: 4:07 - loss: 960.9269 - logits_profile_predictions_loss: 942.1156 - logcount_predictions_loss: 0.7019 296/2062 [===>..........................] - ETA: 4:07 - loss: 960.9148 - logits_profile_predictions_loss: 942.1039 - logcount_predictions_loss: 0.7019 297/2062 [===>..........................] - ETA: 4:07 - loss: 960.9006 - 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[===>..........................] - ETA: 4:06 - loss: 960.8085 - logits_profile_predictions_loss: 942.0013 - logcount_predictions_loss: 0.7018 305/2062 [===>..........................] - ETA: 4:06 - loss: 960.7977 - logits_profile_predictions_loss: 941.9908 - logcount_predictions_loss: 0.7017 306/2062 [===>..........................] - ETA: 4:05 - loss: 960.7875 - logits_profile_predictions_loss: 941.9808 - logcount_predictions_loss: 0.7017 307/2062 [===>..........................] - ETA: 4:05 - loss: 960.7771 - logits_profile_predictions_loss: 941.9707 - logcount_predictions_loss: 0.7017 308/2062 [===>..........................] - ETA: 4:05 - loss: 960.7666 - logits_profile_predictions_loss: 941.9604 - logcount_predictions_loss: 0.7017 309/2062 [===>..........................] - ETA: 4:05 - loss: 960.7561 - logits_profile_predictions_loss: 941.9501 - logcount_predictions_loss: 0.7017 310/2062 [===>..........................] - ETA: 4:05 - loss: 960.7447 - 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[===>..........................] - ETA: 4:04 - loss: 960.6738 - logits_profile_predictions_loss: 941.8708 - logcount_predictions_loss: 0.7016 318/2062 [===>..........................] - ETA: 4:04 - loss: 960.6648 - logits_profile_predictions_loss: 941.8622 - logcount_predictions_loss: 0.7016 319/2062 [===>..........................] - ETA: 4:04 - loss: 960.6582 - logits_profile_predictions_loss: 941.8560 - logcount_predictions_loss: 0.7016 320/2062 [===>..........................] - ETA: 4:03 - loss: 960.6517 - logits_profile_predictions_loss: 941.8499 - logcount_predictions_loss: 0.7016 321/2062 [===>..........................] - ETA: 4:03 - loss: 960.6473 - logits_profile_predictions_loss: 941.8459 - logcount_predictions_loss: 0.7015 322/2062 [===>..........................] - ETA: 4:03 - loss: 960.6438 - logits_profile_predictions_loss: 941.8428 - logcount_predictions_loss: 0.7015 323/2062 [===>..........................] - ETA: 4:03 - loss: 960.6388 - 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[===>..........................] - ETA: 4:02 - loss: 960.5810 - logits_profile_predictions_loss: 941.7838 - logcount_predictions_loss: 0.7014 331/2062 [===>..........................] - ETA: 4:02 - loss: 960.5700 - logits_profile_predictions_loss: 941.7735 - logcount_predictions_loss: 0.7014 332/2062 [===>..........................] - ETA: 4:02 - loss: 960.5599 - logits_profile_predictions_loss: 941.7639 - logcount_predictions_loss: 0.7013 333/2062 [===>..........................] - ETA: 4:02 - loss: 960.5502 - logits_profile_predictions_loss: 941.7548 - logcount_predictions_loss: 0.7013 334/2062 [===>..........................] - ETA: 4:01 - loss: 960.5416 - logits_profile_predictions_loss: 941.7468 - logcount_predictions_loss: 0.7013 335/2062 [===>..........................] - ETA: 4:01 - loss: 960.5321 - logits_profile_predictions_loss: 941.7379 - logcount_predictions_loss: 0.7013 336/2062 [===>..........................] - ETA: 4:01 - loss: 960.5232 - 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logits_profile_predictions_loss: 914.0826 - logcount_predictions_loss: 0.6644 297/2062 [===>..........................] - ETA: 4:06 - loss: 931.8756 - logits_profile_predictions_loss: 914.0706 - logcount_predictions_loss: 0.6644 298/2062 [===>..........................] - ETA: 4:06 - loss: 931.8656 - logits_profile_predictions_loss: 914.0604 - logcount_predictions_loss: 0.6644 299/2062 [===>..........................] - ETA: 4:06 - loss: 931.8575 - logits_profile_predictions_loss: 914.0520 - logcount_predictions_loss: 0.6644 300/2062 [===>..........................] - ETA: 4:05 - loss: 931.8490 - logits_profile_predictions_loss: 914.0433 - logcount_predictions_loss: 0.6644 301/2062 [===>..........................] - ETA: 4:05 - loss: 931.8396 - logits_profile_predictions_loss: 914.0336 - logcount_predictions_loss: 0.6644 302/2062 [===>..........................] - ETA: 4:05 - loss: 931.8305 - logits_profile_predictions_loss: 914.0242 - logcount_predictions_loss: 0.6644 303/2062 [===>..........................] - ETA: 4:05 - loss: 931.8215 - logits_profile_predictions_loss: 914.0148 - logcount_predictions_loss: 0.6644 304/2062 [===>..........................] - ETA: 4:05 - loss: 931.8122 - logits_profile_predictions_loss: 914.0053 - logcount_predictions_loss: 0.6644 305/2062 [===>..........................] - ETA: 4:05 - loss: 931.8026 - logits_profile_predictions_loss: 913.9953 - logcount_predictions_loss: 0.6644 306/2062 [===>..........................] - ETA: 4:05 - loss: 931.7923 - logits_profile_predictions_loss: 913.9849 - logcount_predictions_loss: 0.6645 307/2062 [===>..........................] - ETA: 4:04 - loss: 931.7834 - logits_profile_predictions_loss: 913.9758 - logcount_predictions_loss: 0.6645 308/2062 [===>..........................] - ETA: 4:04 - loss: 931.7720 - logits_profile_predictions_loss: 913.9643 - logcount_predictions_loss: 0.6645 309/2062 [===>..........................] - ETA: 4:04 - loss: 931.7616 - logits_profile_predictions_loss: 913.9537 - logcount_predictions_loss: 0.6645 310/2062 [===>..........................] - ETA: 4:04 - loss: 931.7539 - logits_profile_predictions_loss: 913.9457 - logcount_predictions_loss: 0.6645 311/2062 [===>..........................] - ETA: 4:04 - loss: 931.7464 - logits_profile_predictions_loss: 913.9380 - logcount_predictions_loss: 0.6645 312/2062 [===>..........................] - ETA: 4:04 - loss: 931.7385 - logits_profile_predictions_loss: 913.9299 - logcount_predictions_loss: 0.6645 313/2062 [===>..........................] - ETA: 4:04 - loss: 931.7316 - logits_profile_predictions_loss: 913.9228 - logcount_predictions_loss: 0.6645 314/2062 [===>..........................] - ETA: 4:04 - loss: 931.7241 - logits_profile_predictions_loss: 913.9150 - logcount_predictions_loss: 0.6645 315/2062 [===>..........................] - ETA: 4:04 - loss: 931.7168 - logits_profile_predictions_loss: 913.9074 - logcount_predictions_loss: 0.6645 316/2062 [===>..........................] - ETA: 4:03 - loss: 931.7091 - logits_profile_predictions_loss: 913.8995 - logcount_predictions_loss: 0.6645 317/2062 [===>..........................] - ETA: 4:03 - loss: 931.7022 - logits_profile_predictions_loss: 913.8923 - logcount_predictions_loss: 0.6645 318/2062 [===>..........................] - ETA: 4:03 - loss: 931.6962 - logits_profile_predictions_loss: 913.8861 - logcount_predictions_loss: 0.6646 319/2062 [===>..........................] - ETA: 4:03 - loss: 931.6894 - logits_profile_predictions_loss: 913.8791 - logcount_predictions_loss: 0.6646 320/2062 [===>..........................] - ETA: 4:03 - loss: 931.6827 - logits_profile_predictions_loss: 913.8723 - logcount_predictions_loss: 0.6646 321/2062 [===>..........................] - ETA: 4:03 - loss: 931.6769 - logits_profile_predictions_loss: 913.8664 - logcount_predictions_loss: 0.6646 322/2062 [===>..........................] - ETA: 4:03 - loss: 931.6731 - logits_profile_predictions_loss: 913.8625 - logcount_predictions_loss: 0.6646 323/2062 [===>..........................] - ETA: 4:02 - loss: 931.6685 - logits_profile_predictions_loss: 913.8578 - logcount_predictions_loss: 0.6646 324/2062 [===>..........................] - ETA: 4:02 - loss: 931.6624 - logits_profile_predictions_loss: 913.8517 - logcount_predictions_loss: 0.6646 325/2062 [===>..........................] - ETA: 4:02 - loss: 931.6544 - logits_profile_predictions_loss: 913.8438 - logcount_predictions_loss: 0.6646 326/2062 [===>..........................] - ETA: 4:02 - loss: 931.6475 - logits_profile_predictions_loss: 913.8370 - logcount_predictions_loss: 0.6646 327/2062 [===>..........................] - ETA: 4:02 - loss: 931.6398 - logits_profile_predictions_loss: 913.8293 - logcount_predictions_loss: 0.6646 328/2062 [===>..........................] - ETA: 4:02 - loss: 931.6322 - logits_profile_predictions_loss: 913.8216 - logcount_predictions_loss: 0.6646 329/2062 [===>..........................] - ETA: 4:02 - loss: 931.6241 - logits_profile_predictions_loss: 913.8135 - logcount_predictions_loss: 0.6646 330/2062 [===>..........................] - ETA: 4:01 - loss: 931.6154 - logits_profile_predictions_loss: 913.8049 - logcount_predictions_loss: 0.6646 331/2062 [===>..........................] - ETA: 4:01 - loss: 931.6060 - logits_profile_predictions_loss: 913.7954 - logcount_predictions_loss: 0.6646 332/2062 [===>..........................] - ETA: 4:01 - loss: 931.5958 - logits_profile_predictions_loss: 913.7852 - logcount_predictions_loss: 0.6646 333/2062 [===>..........................] - ETA: 4:01 - loss: 931.5877 - logits_profile_predictions_loss: 913.7770 - logcount_predictions_loss: 0.6646 334/2062 [===>..........................] - ETA: 4:01 - loss: 931.5793 - logits_profile_predictions_loss: 913.7686 - logcount_predictions_loss: 0.6646 335/2062 [===>..........................] - ETA: 4:01 - loss: 931.5696 - logits_profile_predictions_loss: 913.7588 - logcount_predictions_loss: 0.6646 336/2062 [===>..........................] - ETA: 4:01 - loss: 931.5613 - logits_profile_predictions_loss: 913.7504 - logcount_predictions_loss: 0.6646 337/2062 [===>..........................] - ETA: 4:00 - loss: 931.5519 - logits_profile_predictions_loss: 913.7410 - logcount_predictions_loss: 0.6646 338/2062 [===>..........................] - ETA: 4:00 - loss: 931.5442 - logits_profile_predictions_loss: 913.7331 - logcount_predictions_loss: 0.6646 339/2062 [===>..........................] - ETA: 4:00 - loss: 931.5342 - logits_profile_predictions_loss: 913.7231 - logcount_predictions_loss: 0.6646 340/2062 [===>..........................] - ETA: 4:00 - loss: 931.5259 - logits_profile_predictions_loss: 913.7148 - logcount_predictions_loss: 0.6646 341/2062 [===>..........................] - ETA: 4:00 - loss: 931.5163 - logits_profile_predictions_loss: 913.7052 - logcount_predictions_loss: 0.6646 342/2062 [===>..........................] - ETA: 4:00 - loss: 931.5069 - logits_profile_predictions_loss: 913.6957 - logcount_predictions_loss: 0.6646 343/2062 [===>..........................] - ETA: 4:00 - loss: 931.4978 - logits_profile_predictions_loss: 913.6867 - logcount_predictions_loss: 0.6646 344/2062 [====>.........................] - ETA: 3:59 - loss: 931.4872 - logits_profile_predictions_loss: 913.6760 - logcount_predictions_loss: 0.6646 345/2062 [====>.........................] - ETA: 3:59 - loss: 931.4765 - logits_profile_predictions_loss: 913.6653 - logcount_predictions_loss: 0.6646 346/2062 [====>.........................] - ETA: 3:59 - loss: 931.4663 - logits_profile_predictions_loss: 913.6551 - logcount_predictions_loss: 0.6646 347/2062 [====>.........................] - ETA: 3:59 - loss: 931.4585 - logits_profile_predictions_loss: 913.6473 - logcount_predictions_loss: 0.6646 348/2062 [====>.........................] - ETA: 3:59 - loss: 931.4504 - logits_profile_predictions_loss: 913.6393 - logcount_predictions_loss: 0.6646 349/2062 [====>.........................] - ETA: 3:59 - loss: 931.4427 - logits_profile_predictions_loss: 913.6317 - logcount_predictions_loss: 0.6646 350/2062 [====>.........................] - ETA: 3:58 - loss: 931.4360 - logits_profile_predictions_loss: 913.6249 - logcount_predictions_loss: 0.6646 351/2062 [====>.........................] - ETA: 3:58 - loss: 931.4282 - logits_profile_predictions_loss: 913.6171 - logcount_predictions_loss: 0.6646 352/2062 [====>.........................] - ETA: 3:58 - loss: 931.4222 - logits_profile_predictions_loss: 913.6110 - logcount_predictions_loss: 0.6646 353/2062 [====>.........................] - ETA: 3:58 - loss: 931.4168 - logits_profile_predictions_loss: 913.6057 - logcount_predictions_loss: 0.6646 354/2062 [====>.........................] - ETA: 3:58 - loss: 931.4123 - logits_profile_predictions_loss: 913.6010 - logcount_predictions_loss: 0.6646 355/2062 [====>.........................] - ETA: 3:58 - loss: 931.4071 - logits_profile_predictions_loss: 913.5959 - logcount_predictions_loss: 0.6646 356/2062 [====>.........................] - ETA: 3:58 - loss: 931.4035 - logits_profile_predictions_loss: 913.5922 - logcount_predictions_loss: 0.6646 357/2062 [====>.........................] - ETA: 3:58 - loss: 931.3985 - logits_profile_predictions_loss: 913.5872 - logcount_predictions_loss: 0.6646 358/2062 [====>.........................] - ETA: 3:57 - loss: 931.3936 - logits_profile_predictions_loss: 913.5823 - logcount_predictions_loss: 0.6646 359/2062 [====>.........................] - ETA: 3:57 - loss: 931.3885 - logits_profile_predictions_loss: 913.5771 - logcount_predictions_loss: 0.6646 360/2062 [====>.........................] - ETA: 3:57 - loss: 931.3845 - logits_profile_predictions_loss: 913.5730 - logcount_predictions_loss: 0.6646 361/2062 [====>.........................] - ETA: 3:57 - loss: 931.3805 - logits_profile_predictions_loss: 913.5690 - logcount_predictions_loss: 0.6646 362/2062 [====>.........................] - ETA: 3:57 - loss: 931.3752 - logits_profile_predictions_loss: 913.5635 - logcount_predictions_loss: 0.6646 363/2062 [====>.........................] - ETA: 3:57 - loss: 931.3690 - logits_profile_predictions_loss: 913.5574 - logcount_predictions_loss: 0.6646 364/2062 [====>.........................] - ETA: 3:57 - loss: 931.3642 - logits_profile_predictions_loss: 913.5524 - logcount_predictions_loss: 0.6646 365/2062 [====>.........................] - ETA: 3:56 - loss: 931.3593 - logits_profile_predictions_loss: 913.5475 - logcount_predictions_loss: 0.6646 366/2062 [====>.........................] - ETA: 3:56 - loss: 931.3565 - logits_profile_predictions_loss: 913.5446 - logcount_predictions_loss: 0.6646 367/2062 [====>.........................] - ETA: 3:56 - loss: 931.3545 - logits_profile_predictions_loss: 913.5425 - logcount_predictions_loss: 0.6646 368/2062 [====>.........................] - ETA: 3:56 - loss: 931.3527 - logits_profile_predictions_loss: 913.5407 - logcount_predictions_loss: 0.6646 369/2062 [====>.........................] - ETA: 3:56 - loss: 931.3503 - logits_profile_predictions_loss: 913.5382 - logcount_predictions_loss: 0.6646 370/2062 [====>.........................] - ETA: 3:56 - loss: 931.3480 - logits_profile_predictions_loss: 913.5359 - logcount_predictions_loss: 0.6646 371/2062 [====>.........................] - ETA: 3:56 - loss: 931.3454 - logits_profile_predictions_loss: 913.5333 - logcount_predictions_loss: 0.6646 372/2062 [====>.........................] - ETA: 3:55 - loss: 931.3426 - logits_profile_predictions_loss: 913.5305 - logcount_predictions_loss: 0.6646 373/2062 [====>.........................] - ETA: 3:55 - loss: 931.3394 - logits_profile_predictions_loss: 913.5273 - logcount_predictions_loss: 0.6646 374/2062 [====>.........................] - ETA: 3:55 - loss: 931.3365 - logits_profile_predictions_loss: 913.5244 - logcount_predictions_loss: 0.6646 375/2062 [====>.........................] - ETA: 3:55 - loss: 931.3332 - logits_profile_predictions_loss: 913.5212 - logcount_predictions_loss: 0.6646 376/2062 [====>.........................] - ETA: 3:55 - loss: 931.3298 - logits_profile_predictions_loss: 913.5178 - logcount_predictions_loss: 0.6646 377/2062 [====>.........................] - ETA: 3:55 - loss: 931.3267 - logits_profile_predictions_loss: 913.5148 - logcount_predictions_loss: 0.6646 378/2062 [====>.........................] - ETA: 3:55 - loss: 931.3242 - logits_profile_predictions_loss: 913.5123 - logcount_predictions_loss: 0.6646 379/2062 [====>.........................] - ETA: 3:54 - loss: 931.3219 - logits_profile_predictions_loss: 913.5102 - logcount_predictions_loss: 0.6646 380/2062 [====>.........................] - ETA: 3:54 - loss: 931.3197 - logits_profile_predictions_loss: 913.5080 - logcount_predictions_loss: 0.6646 381/2062 [====>.........................] - ETA: 3:54 - loss: 931.3184 - logits_profile_predictions_loss: 913.5069 - logcount_predictions_loss: 0.6646 382/2062 [====>.........................] - ETA: 3:54 - loss: 931.3185 - logits_profile_predictions_loss: 913.5071 - logcount_predictions_loss: 0.6646 383/2062 [====>.........................] - ETA: 3:54 - loss: 931.3191 - logits_profile_predictions_loss: 913.5078 - logcount_predictions_loss: 0.6646 384/2062 [====>.........................] - ETA: 3:54 - loss: 931.3200 - logits_profile_predictions_loss: 913.5088 - logcount_predictions_loss: 0.6646 385/2062 [====>.........................] - ETA: 3:54 - loss: 931.3222 - logits_profile_predictions_loss: 913.5111 - logcount_predictions_loss: 0.6646 386/2062 [====>.........................] - ETA: 3:53 - loss: 931.3234 - logits_profile_predictions_loss: 913.5124 - logcount_predictions_loss: 0.6646 387/2062 [====>.........................] - ETA: 3:53 - loss: 931.3245 - logits_profile_predictions_loss: 913.5136 - logcount_predictions_loss: 0.6646 388/2062 [====>.........................] - ETA: 3:53 - loss: 931.3258 - logits_profile_predictions_loss: 913.5150 - logcount_predictions_loss: 0.6646 389/2062 [====>.........................] - ETA: 3:53 - loss: 931.3280 - logits_profile_predictions_loss: 913.5172 - logcount_predictions_loss: 0.6646 390/2062 [====>.........................] - ETA: 3:53 - loss: 931.3304 - logits_profile_predictions_loss: 913.5197 - logcount_predictions_loss: 0.6646 391/2062 [====>.........................] - ETA: 3:53 - loss: 931.3326 - logits_profile_predictions_loss: 913.5219 - logcount_predictions_loss: 0.6646 392/2062 [====>.........................] - ETA: 3:53 - loss: 931.3352 - logits_profile_predictions_loss: 913.5244 - logcount_predictions_loss: 0.6646 393/2062 [====>.........................] - ETA: 3:52 - loss: 931.3384 - logits_profile_predictions_loss: 913.5276 - logcount_predictions_loss: 0.6646 394/2062 [====>.........................] - ETA: 3:52 - loss: 931.3424 - logits_profile_predictions_loss: 913.5316 - logcount_predictions_loss: 0.6646 395/2062 [====>.........................] - ETA: 3:52 - loss: 931.3453 - logits_profile_predictions_loss: 913.5345 - logcount_predictions_loss: 0.6646 396/2062 [====>.........................] - ETA: 3:52 - loss: 931.3489 - logits_profile_predictions_loss: 913.5380 - logcount_predictions_loss: 0.6646 397/2062 [====>.........................] - ETA: 3:52 - loss: 931.3523 - logits_profile_predictions_loss: 913.5414 - logcount_predictions_loss: 0.6646 398/2062 [====>.........................] - ETA: 3:52 - loss: 931.3554 - logits_profile_predictions_loss: 913.5446 - logcount_predictions_loss: 0.6646 399/2062 [====>.........................] - ETA: 3:52 - loss: 931.3602 - logits_profile_predictions_loss: 913.5495 - logcount_predictions_loss: 0.6646 400/2062 [====>.........................] - ETA: 3:51 - loss: 931.3647 - logits_profile_predictions_loss: 913.5541 - logcount_predictions_loss: 0.6646 401/2062 [====>.........................] - ETA: 3:51 - loss: 931.3697 - logits_profile_predictions_loss: 913.5592 - logcount_predictions_loss: 0.6646 402/2062 [====>.........................] - ETA: 3:51 - loss: 931.3743 - logits_profile_predictions_loss: 913.5639 - logcount_predictions_loss: 0.6646 403/2062 [====>.........................] - ETA: 3:51 - loss: 931.3791 - logits_profile_predictions_loss: 913.5688 - logcount_predictions_loss: 0.6646 404/2062 [====>.........................] - ETA: 3:51 - loss: 931.3841 - logits_profile_predictions_loss: 913.5739 - logcount_predictions_loss: 0.6646 405/2062 [====>.........................] - ETA: 3:51 - loss: 931.3888 - logits_profile_predictions_loss: 913.5787 - logcount_predictions_loss: 0.6646 406/2062 [====>.........................] - ETA: 3:51 - loss: 931.3927 - logits_profile_predictions_loss: 913.5827 - logcount_predictions_loss: 0.6646 407/2062 [====>.........................] - ETA: 3:50 - loss: 931.3962 - logits_profile_predictions_loss: 913.5863 - logcount_predictions_loss: 0.6645 408/2062 [====>.........................] - ETA: 3:50 - loss: 931.3997 - logits_profile_predictions_loss: 913.5899 - logcount_predictions_loss: 0.6645 409/2062 [====>.........................] - ETA: 3:50 - loss: 931.4034 - logits_profile_predictions_loss: 913.5937 - logcount_predictions_loss: 0.6645 410/2062 [====>.........................] - ETA: 3:50 - loss: 931.4086 - logits_profile_predictions_loss: 913.5991 - logcount_predictions_loss: 0.6645 411/2062 [====>.........................] - ETA: 3:50 - loss: 931.4127 - logits_profile_predictions_loss: 913.6035 - logcount_predictions_loss: 0.6645 412/2062 [====>.........................] - ETA: 3:50 - loss: 931.4167 - logits_profile_predictions_loss: 913.6077 - logcount_predictions_loss: 0.6645 413/2062 [=====>........................] - ETA: 3:50 - loss: 931.4207 - logits_profile_predictions_loss: 913.6118 - logcount_predictions_loss: 0.6645 414/2062 [=====>........................] - ETA: 3:49 - loss: 931.4248 - logits_profile_predictions_loss: 913.6162 - logcount_predictions_loss: 0.6645 415/2062 [=====>........................] - ETA: 3:49 - loss: 931.4288 - logits_profile_predictions_loss: 913.6204 - logcount_predictions_loss: 0.6645 416/2062 [=====>........................] - ETA: 3:49 - loss: 931.4327 - logits_profile_predictions_loss: 913.6245 - logcount_predictions_loss: 0.6645 417/2062 [=====>........................] - ETA: 3:49 - loss: 931.4380 - logits_profile_predictions_loss: 913.6300 - logcount_predictions_loss: 0.6645 418/2062 [=====>........................] - ETA: 3:49 - loss: 931.4423 - logits_profile_predictions_loss: 913.6346 - logcount_predictions_loss: 0.6645 419/2062 [=====>........................] - ETA: 3:49 - loss: 931.4471 - logits_profile_predictions_loss: 913.6396 - logcount_predictions_loss: 0.6645 420/2062 [=====>........................] - ETA: 3:49 - loss: 931.4524 - logits_profile_predictions_loss: 913.6452 - logcount_predictions_loss: 0.6644 421/2062 [=====>........................] - ETA: 3:48 - loss: 931.4577 - logits_profile_predictions_loss: 913.6507 - logcount_predictions_loss: 0.6644 422/2062 [=====>........................] - ETA: 3:48 - loss: 931.4639 - logits_profile_predictions_loss: 913.6571 - logcount_predictions_loss: 0.6644 423/2062 [=====>........................] - ETA: 3:48 - loss: 931.4705 - logits_profile_predictions_loss: 913.6639 - logcount_predictions_loss: 0.6644 424/2062 [=====>........................] - ETA: 3:48 - loss: 931.4769 - logits_profile_predictions_loss: 913.6705 - logcount_predictions_loss: 0.6644 425/2062 [=====>........................] - ETA: 3:48 - loss: 931.4832 - logits_profile_predictions_loss: 913.6771 - logcount_predictions_loss: 0.6644 426/2062 [=====>........................] - ETA: 3:48 - loss: 931.4894 - logits_profile_predictions_loss: 913.6834 - logcount_predictions_loss: 0.6644 427/2062 [=====>........................] - ETA: 3:48 - loss: 931.4965 - logits_profile_predictions_loss: 913.6908 - logcount_predictions_loss: 0.6644 428/2062 [=====>........................] - ETA: 3:47 - loss: 931.5037 - logits_profile_predictions_loss: 913.6983 - logcount_predictions_loss: 0.6644 429/2062 [=====>........................] - ETA: 3:47 - loss: 931.5115 - logits_profile_predictions_loss: 913.7063 - logcount_predictions_loss: 0.6644 430/2062 [=====>........................] - ETA: 3:47 - loss: 931.5184 - logits_profile_predictions_loss: 913.7134 - logcount_predictions_loss: 0.6644 431/2062 [=====>........................] - ETA: 3:47 - loss: 931.5246 - logits_profile_predictions_loss: 913.7198 - logcount_predictions_loss: 0.6644 432/2062 [=====>........................] - ETA: 3:47 - loss: 931.5309 - logits_profile_predictions_loss: 913.7265 - logcount_predictions_loss: 0.6643 433/2062 [=====>........................] - ETA: 3:47 - loss: 931.5387 - logits_profile_predictions_loss: 913.7345 - logcount_predictions_loss: 0.6643 434/2062 [=====>........................] - ETA: 3:47 - loss: 931.5459 - logits_profile_predictions_loss: 913.7420 - logcount_predictions_loss: 0.6643 435/2062 [=====>........................] - ETA: 3:46 - loss: 931.5532 - logits_profile_predictions_loss: 913.7496 - logcount_predictions_loss: 0.6643 436/2062 [=====>........................] - ETA: 3:46 - loss: 931.5600 - logits_profile_predictions_loss: 913.7567 - logcount_predictions_loss: 0.6643 437/2062 [=====>........................] - ETA: 3:46 - loss: 931.5668 - logits_profile_predictions_loss: 913.7638 - logcount_predictions_loss: 0.6643 438/2062 [=====>........................] - ETA: 3:46 - loss: 931.5730 - logits_profile_predictions_loss: 913.7702 - logcount_predictions_loss: 0.6643 439/2062 [=====>........................] - ETA: 3:46 - loss: 931.5800 - 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loss: 937.8646 - logits_profile_predictions_loss: 920.2831 - logcount_predictions_loss: 0.6560 2040/2062 [============================>.] - ETA: 3s - loss: 937.8649 - logits_profile_predictions_loss: 920.2834 - logcount_predictions_loss: 0.6560 2041/2062 [============================>.] - ETA: 2s - loss: 937.8652 - logits_profile_predictions_loss: 920.2837 - logcount_predictions_loss: 0.6560 2042/2062 [============================>.] - ETA: 2s - loss: 937.8654 - logits_profile_predictions_loss: 920.2840 - logcount_predictions_loss: 0.6560 2043/2062 [============================>.] - ETA: 2s - loss: 937.8657 - logits_profile_predictions_loss: 920.2842 - logcount_predictions_loss: 0.6560 2044/2062 [============================>.] - ETA: 2s - loss: 937.8660 - logits_profile_predictions_loss: 920.2845 - logcount_predictions_loss: 0.6560 2045/2062 [============================>.] - ETA: 2s - loss: 937.8663 - logits_profile_predictions_loss: 920.2848 - logcount_predictions_loss: 0.6560 2046/2062 [============================>.] - ETA: 2s - loss: 937.8666 - logits_profile_predictions_loss: 920.2851 - logcount_predictions_loss: 0.6560 2047/2062 [============================>.] - ETA: 2s - loss: 937.8668 - logits_profile_predictions_loss: 920.2854 - logcount_predictions_loss: 0.6560 2048/2062 [============================>.] - ETA: 1s - loss: 937.8670 - logits_profile_predictions_loss: 920.2857 - logcount_predictions_loss: 0.6560 2049/2062 [============================>.] - ETA: 1s - loss: 937.8673 - logits_profile_predictions_loss: 920.2859 - logcount_predictions_loss: 0.6560 2050/2062 [============================>.] - ETA: 1s - loss: 937.8675 - logits_profile_predictions_loss: 920.2862 - logcount_predictions_loss: 0.6560 2051/2062 [============================>.] - ETA: 1s - loss: 937.8678 - logits_profile_predictions_loss: 920.2865 - logcount_predictions_loss: 0.6560 2052/2062 [============================>.] - ETA: 1s - loss: 937.8681 - logits_profile_predictions_loss: 920.2868 - logcount_predictions_loss: 0.6560 2053/2062 [============================>.] - ETA: 1s - loss: 937.8684 - logits_profile_predictions_loss: 920.2871 - logcount_predictions_loss: 0.6560 2054/2062 [============================>.] - ETA: 1s - loss: 937.8687 - logits_profile_predictions_loss: 920.2874 - logcount_predictions_loss: 0.6560 2055/2062 [============================>.] - ETA: 0s - loss: 937.8689 - logits_profile_predictions_loss: 920.2876 - logcount_predictions_loss: 0.6560 2056/2062 [============================>.] - ETA: 0s - loss: 937.8691 - logits_profile_predictions_loss: 920.2879 - logcount_predictions_loss: 0.6560 2057/2062 [============================>.] - ETA: 0s - loss: 937.8694 - logits_profile_predictions_loss: 920.2881 - logcount_predictions_loss: 0.6560 2058/2062 [============================>.] - ETA: 0s - loss: 937.8696 - logits_profile_predictions_loss: 920.2884 - logcount_predictions_loss: 0.6560 2059/2062 [============================>.] - ETA: 0s - loss: 937.8699 - logits_profile_predictions_loss: 920.2887 - logcount_predictions_loss: 0.6560 2060/2062 [============================>.] - ETA: 0s - loss: 937.8701 - logits_profile_predictions_loss: 920.2889 - logcount_predictions_loss: 0.6560 2061/2062 [============================>.] - ETA: 0s - loss: 937.8703 - logits_profile_predictions_loss: 920.2892 - logcount_predictions_loss: 0.6560 2062/2062 [==============================] - ETA: 0s - loss: 937.8705 - logits_profile_predictions_loss: 920.2894 - logcount_predictions_loss: 0.6560 2062/2062 [==============================] - 298s 145ms/step - loss: 937.8707 - logits_profile_predictions_loss: 920.2896 - logcount_predictions_loss: 0.6560 - val_loss: 1048.8900 - val_logits_profile_predictions_loss: 1022.6085 - val_logcount_predictions_loss: 0.9807 + +Epoch 00012: val_loss did not improve from 1045.04980 +Restoring model weights from the end of the best epoch. +Epoch 00012: early stopping +save model +save model without bias +2022-10-04_15-53-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(38957, 10) +loading nonpeaks... +got split:test for bed regions:(36103, 10) +0/294 +100/294 +200/294 +2022-10-04_15-56-20: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(38957, 10) +loading nonpeaks... +got split:test for bed regions:(36103, 10) +0/294 +100/294 +200/294 +2022-10-04_15-59-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(38957, 10) +loading nonpeaks... +got split:test for bed regions:(36103, 10) +0/294 +100/294 +200/294 +2022-10-04_16-01-50: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints +2022-10-04_16-01-50: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/31 [..............................] - ETA: 3:17 3/31 [=>............................] - ETA: 8s  4/31 [==>...........................] - ETA: 11s 5/31 [===>..........................] - ETA: 12s 6/31 [====>.........................] - ETA: 12s 7/31 [=====>........................] - ETA: 12s 8/31 [======>.......................] - ETA: 12s 9/31 [=======>......................] - ETA: 12s 10/31 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footprints +2022-10-04_16-03-40: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints +2022-10-04_16-03-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/31 [..............................] - ETA: 1:33 3/31 [=>............................] - ETA: 0s  5/31 [===>..........................] - ETA: 1s 7/31 [=====>........................] - ETA: 1s 8/31 [======>.......................] - ETA: 1s 9/31 [=======>......................] - ETA: 0s 10/31 [========>.....................] - ETA: 0s 11/31 [=========>....................] - ETA: 0s 13/31 [===========>..................] - ETA: 0s 15/31 [=============>................] - ETA: 0s 17/31 [===============>..............] - ETA: 0s 19/31 [=================>............] - ETA: 0s 21/31 [===================>..........] - ETA: 0s 22/31 [====================>.........] - ETA: 0s 23/31 [=====================>........] - ETA: 0s 24/31 [======================>.......] - ETA: 0s 26/31 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footprints diff --git a/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stdout_v1.txt b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b24ada7b268826a3c493396d5c120a7a6ab0cb92 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR000EMJ/logfile.modelling.fold_4.ENCSR000EMJ.stdout_v1.txt @@ -0,0 +1,429 @@ +2022-10-04_14-42-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_4/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] +Number of peaks input: 131803 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 131803 +Number of peaks input: 38957 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 38957 +Number of non peaks input: 134657 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 134657 +Number of non peaks input: 36103 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 36103 +Number of peaks after removing outliers: 130353 +Number of nonpeaks after removing outliers: 119201 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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3726/3726 [==============================] - 24s 4ms/step +2022-10-04_14-47-01: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '26.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(119959, 10) +loading nonpeaks... +got split:train for bed regions:(108694, 10) +loading peaks... +got split:valid for bed regions:(10394, 10) +loading nonpeaks... +got split:valid for bed regions:(10507, 10) +Epoch 1/50 + 1/2062 [..............................] - ETA: 3:37:45 - loss: 1801.8657 - logits_profile_predictions_loss: 1632.4718 - logcount_predictions_loss: 6.3207 2/2062 [..............................] - ETA: 4:50 - loss: 1756.7963 - logits_profile_predictions_loss: 1600.8179 - logcount_predictions_loss: 5.8201  3/2062 [..............................] - ETA: 4:48 - loss: 1790.9526 - logits_profile_predictions_loss: 1649.1142 - logcount_predictions_loss: 5.2925 4/2062 [..............................] - ETA: 4:47 - loss: 2400.0909 - logits_profile_predictions_loss: 1699.3387 - logcount_predictions_loss: 26.1475 5/2062 [..............................] - ETA: 4:47 - loss: 2651.9269 - logits_profile_predictions_loss: 1705.4197 - logcount_predictions_loss: 35.3174 6/2062 [..............................] - ETA: 4:46 - loss: 2765.7622 - logits_profile_predictions_loss: 1704.6962 - logcount_predictions_loss: 39.5920 7/2062 [..............................] - ETA: 4:46 - loss: 2815.3930 - logits_profile_predictions_loss: 1702.5727 - logcount_predictions_loss: 41.5232 8/2062 [..............................] - ETA: 4:46 - loss: 2824.6656 - logits_profile_predictions_loss: 1693.2765 - logcount_predictions_loss: 42.2160 9/2062 [..............................] - ETA: 4:45 - loss: 2819.6020 - logits_profile_predictions_loss: 1687.2963 - logcount_predictions_loss: 42.2502 10/2062 [..............................] - ETA: 4:45 - loss: 2803.7940 - logits_profile_predictions_loss: 1680.6447 - logcount_predictions_loss: 41.9086 11/2062 [..............................] - ETA: 4:45 - loss: 2782.5421 - logits_profile_predictions_loss: 1674.2890 - logcount_predictions_loss: 41.3527 12/2062 [..............................] - ETA: 4:45 - loss: 2758.0729 - logits_profile_predictions_loss: 1667.8721 - logcount_predictions_loss: 40.6791 13/2062 [..............................] - ETA: 4:45 - loss: 2735.3986 - logits_profile_predictions_loss: 1664.6124 - logcount_predictions_loss: 39.9547 14/2062 [..............................] - ETA: 4:44 - loss: 2710.5629 - logits_profile_predictions_loss: 1660.0179 - logcount_predictions_loss: 39.1994 15/2062 [..............................] - ETA: 4:44 - loss: 2683.3798 - logits_profile_predictions_loss: 1653.3601 - logcount_predictions_loss: 38.4336 16/2062 [..............................] - ETA: 4:44 - loss: 2655.8555 - logits_profile_predictions_loss: 1646.2434 - logcount_predictions_loss: 37.6721 17/2062 [..............................] - ETA: 4:44 - loss: 2629.4265 - logits_profile_predictions_loss: 1639.7058 - logcount_predictions_loss: 36.9299 18/2062 [..............................] - ETA: 4:44 - loss: 2603.6056 - logits_profile_predictions_loss: 1633.1978 - logcount_predictions_loss: 36.2092 19/2062 [..............................] - ETA: 4:44 - loss: 2579.8672 - logits_profile_predictions_loss: 1628.0407 - logcount_predictions_loss: 35.5159 20/2062 [..............................] - ETA: 4:43 - loss: 2556.6988 - logits_profile_predictions_loss: 1622.8140 - logcount_predictions_loss: 34.8464 21/2062 [..............................] - ETA: 4:43 - loss: 2535.4542 - logits_profile_predictions_loss: 1618.7394 - logcount_predictions_loss: 34.2058 22/2062 [..............................] - ETA: 4:43 - loss: 2515.5103 - logits_profile_predictions_loss: 1615.2482 - logcount_predictions_loss: 33.5919 23/2062 [..............................] - ETA: 4:43 - loss: 2496.2724 - logits_profile_predictions_loss: 1611.8148 - logcount_predictions_loss: 33.0021 24/2062 [..............................] - ETA: 4:43 - loss: 2478.0942 - logits_profile_predictions_loss: 1608.7810 - logcount_predictions_loss: 32.4371 25/2062 [..............................] - ETA: 4:43 - loss: 2460.9050 - logits_profile_predictions_loss: 1606.1009 - logcount_predictions_loss: 31.8957 26/2062 [..............................] - ETA: 4:43 - loss: 2444.2003 - logits_profile_predictions_loss: 1603.3295 - logcount_predictions_loss: 31.3758 27/2062 [..............................] - ETA: 4:42 - loss: 2428.1115 - logits_profile_predictions_loss: 1600.5997 - logcount_predictions_loss: 30.8773 28/2062 [..............................] - ETA: 4:42 - loss: 2412.7482 - logits_profile_predictions_loss: 1598.0444 - logcount_predictions_loss: 30.3994 29/2062 [..............................] - ETA: 4:42 - loss: 2397.7117 - logits_profile_predictions_loss: 1595.3498 - logcount_predictions_loss: 29.9389 30/2062 [..............................] - ETA: 4:42 - loss: 2383.0934 - logits_profile_predictions_loss: 1592.5983 - logcount_predictions_loss: 29.4961 31/2062 [..............................] - ETA: 4:42 - loss: 2368.8505 - logits_profile_predictions_loss: 1589.7867 - logcount_predictions_loss: 29.0695 32/2062 [..............................] - ETA: 4:42 - loss: 2354.5349 - logits_profile_predictions_loss: 1586.5242 - logcount_predictions_loss: 28.6571 33/2062 [..............................] - ETA: 4:42 - loss: 2340.8927 - logits_profile_predictions_loss: 1583.5146 - logcount_predictions_loss: 28.2604 34/2062 [..............................] - ETA: 4:41 - loss: 2327.5738 - logits_profile_predictions_loss: 1580.4561 - logcount_predictions_loss: 27.8775 35/2062 [..............................] - ETA: 4:41 - loss: 2314.6854 - logits_profile_predictions_loss: 1577.4475 - logcount_predictions_loss: 27.5089 36/2062 [..............................] - ETA: 4:41 - loss: 2302.1406 - logits_profile_predictions_loss: 1574.4452 - logcount_predictions_loss: 27.1528 37/2062 [..............................] - ETA: 4:41 - loss: 2290.0373 - logits_profile_predictions_loss: 1571.5524 - logcount_predictions_loss: 26.8091 38/2062 [..............................] - ETA: 4:41 - loss: 2278.3587 - logits_profile_predictions_loss: 1568.7751 - logcount_predictions_loss: 26.4770 39/2062 [..............................] - ETA: 4:41 - loss: 2267.0806 - logits_profile_predictions_loss: 1566.1062 - logcount_predictions_loss: 26.1558 40/2062 [..............................] - ETA: 4:41 - loss: 2256.1104 - logits_profile_predictions_loss: 1563.4675 - logcount_predictions_loss: 25.8449 41/2062 [..............................] - ETA: 4:41 - loss: 2245.3113 - logits_profile_predictions_loss: 1560.7424 - logcount_predictions_loss: 25.5436 42/2062 [..............................] - ETA: 4:40 - loss: 2234.8295 - logits_profile_predictions_loss: 1558.0724 - logcount_predictions_loss: 25.2521 43/2062 [..............................] - ETA: 4:40 - loss: 2224.5508 - logits_profile_predictions_loss: 1555.3724 - logcount_predictions_loss: 24.9693 44/2062 [..............................] - ETA: 4:40 - loss: 2214.6058 - logits_profile_predictions_loss: 1552.7670 - logcount_predictions_loss: 24.6955 45/2062 [..............................] - ETA: 4:40 - loss: 2204.9212 - logits_profile_predictions_loss: 1550.1976 - logcount_predictions_loss: 24.4300 46/2062 [..............................] - ETA: 4:40 - loss: 2195.5614 - logits_profile_predictions_loss: 1547.7347 - logcount_predictions_loss: 24.1726 47/2062 [..............................] - ETA: 4:40 - loss: 2186.5398 - logits_profile_predictions_loss: 1545.4013 - logcount_predictions_loss: 23.9231 48/2062 [..............................] - ETA: 4:39 - loss: 2177.8132 - logits_profile_predictions_loss: 1543.1606 - logcount_predictions_loss: 23.6811 49/2062 [..............................] - ETA: 4:39 - loss: 2169.4461 - logits_profile_predictions_loss: 1541.0856 - logcount_predictions_loss: 23.4463 50/2062 [..............................] - ETA: 4:39 - loss: 2161.3594 - logits_profile_predictions_loss: 1539.1048 - logcount_predictions_loss: 23.2185 51/2062 [..............................] - ETA: 4:39 - loss: 2153.3916 - logits_profile_predictions_loss: 1537.0820 - logcount_predictions_loss: 22.9966 52/2062 [..............................] - ETA: 4:39 - loss: 2145.6277 - logits_profile_predictions_loss: 1535.1072 - logcount_predictions_loss: 22.7806 53/2062 [..............................] - ETA: 4:39 - loss: 2138.0164 - logits_profile_predictions_loss: 1533.1331 - logcount_predictions_loss: 22.5703 54/2062 [..............................] - ETA: 4:39 - loss: 2130.7029 - logits_profile_predictions_loss: 1531.2980 - logcount_predictions_loss: 22.3659 55/2062 [..............................] - ETA: 4:39 - loss: 2123.5106 - logits_profile_predictions_loss: 1529.4457 - logcount_predictions_loss: 22.1666 56/2062 [..............................] - ETA: 4:38 - loss: 2116.5889 - logits_profile_predictions_loss: 1527.7183 - logcount_predictions_loss: 21.9728 57/2062 [..............................] - ETA: 4:38 - loss: 2109.7305 - logits_profile_predictions_loss: 1525.9283 - logcount_predictions_loss: 21.7837 58/2062 [..............................] - ETA: 4:38 - loss: 2103.1056 - logits_profile_predictions_loss: 1524.2375 - logcount_predictions_loss: 21.5996 59/2062 [..............................] - ETA: 4:38 - loss: 2096.6656 - logits_profile_predictions_loss: 1522.6108 - logcount_predictions_loss: 21.4200 60/2062 [..............................] - ETA: 4:38 - loss: 2090.4334 - logits_profile_predictions_loss: 1521.0677 - logcount_predictions_loss: 21.2450 61/2062 [..............................] - ETA: 4:38 - loss: 2084.3499 - logits_profile_predictions_loss: 1519.5589 - logcount_predictions_loss: 21.0743 62/2062 [..............................] - ETA: 4:37 - loss: 2078.3128 - logits_profile_predictions_loss: 1517.9940 - logcount_predictions_loss: 20.9074 63/2062 [..............................] - ETA: 4:37 - loss: 2072.4267 - logits_profile_predictions_loss: 1516.4727 - logcount_predictions_loss: 20.7445 64/2062 [..............................] - ETA: 4:37 - loss: 2066.7282 - logits_profile_predictions_loss: 1515.0316 - logcount_predictions_loss: 20.5857 65/2062 [..............................] - ETA: 4:37 - loss: 2061.1705 - logits_profile_predictions_loss: 1513.6284 - logcount_predictions_loss: 20.4307 66/2062 [..............................] - ETA: 4:37 - loss: 2055.6673 - logits_profile_predictions_loss: 1512.1908 - logcount_predictions_loss: 20.2790 67/2062 [..............................] - ETA: 4:37 - loss: 2050.3377 - logits_profile_predictions_loss: 1510.8375 - logcount_predictions_loss: 20.1306 68/2062 [..............................] - ETA: 4:37 - loss: 2045.1256 - logits_profile_predictions_loss: 1509.5129 - logcount_predictions_loss: 19.9855 69/2062 [>.............................] - ETA: 4:37 - loss: 2040.0041 - logits_profile_predictions_loss: 1508.1967 - logcount_predictions_loss: 19.8436 70/2062 [>.............................] - ETA: 4:36 - loss: 2034.9674 - logits_profile_predictions_loss: 1506.8849 - logcount_predictions_loss: 19.7046 71/2062 [>.............................] - ETA: 4:36 - loss: 2029.9935 - logits_profile_predictions_loss: 1505.5634 - logcount_predictions_loss: 19.5683 72/2062 [>.............................] - ETA: 4:36 - loss: 2025.1190 - logits_profile_predictions_loss: 1504.2665 - logcount_predictions_loss: 19.4348 73/2062 [>.............................] - ETA: 4:36 - loss: 2020.3513 - logits_profile_predictions_loss: 1503.0029 - logcount_predictions_loss: 19.3040 74/2062 [>.............................] - ETA: 4:36 - loss: 2015.7371 - logits_profile_predictions_loss: 1501.8135 - logcount_predictions_loss: 19.1763 75/2062 [>.............................] - ETA: 4:36 - loss: 2011.2244 - logits_profile_predictions_loss: 1500.6534 - logcount_predictions_loss: 19.0511 76/2062 [>.............................] - ETA: 4:36 - loss: 2006.9340 - logits_profile_predictions_loss: 1499.6393 - logcount_predictions_loss: 18.9289 77/2062 [>.............................] - ETA: 4:35 - loss: 2002.6925 - logits_profile_predictions_loss: 1498.6089 - logcount_predictions_loss: 18.8091 78/2062 [>.............................] - ETA: 4:35 - loss: 1998.5233 - logits_profile_predictions_loss: 1497.5909 - logcount_predictions_loss: 18.6915 79/2062 [>.............................] - ETA: 4:35 - loss: 1994.3762 - logits_profile_predictions_loss: 1496.5376 - logcount_predictions_loss: 18.5761 80/2062 [>.............................] - ETA: 4:35 - loss: 1990.3088 - logits_profile_predictions_loss: 1495.5049 - logcount_predictions_loss: 18.4628 81/2062 [>.............................] - ETA: 4:35 - loss: 1986.4060 - logits_profile_predictions_loss: 1494.5716 - logcount_predictions_loss: 18.3520 82/2062 [>.............................] - ETA: 4:35 - loss: 1982.5883 - logits_profile_predictions_loss: 1493.6653 - logcount_predictions_loss: 18.2434 83/2062 [>.............................] - ETA: 4:35 - loss: 1978.8290 - logits_profile_predictions_loss: 1492.7637 - logcount_predictions_loss: 18.1368 84/2062 [>.............................] - ETA: 4:34 - loss: 1975.2146 - logits_profile_predictions_loss: 1491.9462 - 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[..............................] - ETA: 4:47 - loss: 1140.0794 - logits_profile_predictions_loss: 1108.8944 - logcount_predictions_loss: 1.1636 3/2062 [..............................] - ETA: 4:47 - loss: 1149.8409 - logits_profile_predictions_loss: 1117.4076 - logcount_predictions_loss: 1.2102 4/2062 [..............................] - ETA: 4:47 - loss: 1146.0074 - logits_profile_predictions_loss: 1113.2680 - logcount_predictions_loss: 1.2216 5/2062 [..............................] - ETA: 4:47 - loss: 1140.9678 - logits_profile_predictions_loss: 1108.1787 - logcount_predictions_loss: 1.2235 6/2062 [..............................] - ETA: 4:47 - loss: 1140.4231 - logits_profile_predictions_loss: 1107.5662 - logcount_predictions_loss: 1.2260 7/2062 [..............................] - ETA: 4:47 - loss: 1137.2197 - logits_profile_predictions_loss: 1104.3289 - logcount_predictions_loss: 1.2273 8/2062 [..............................] - ETA: 4:47 - loss: 1134.6957 - 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logits_profile_predictions_loss: 1060.2619 - logcount_predictions_loss: 1.1338 308/2062 [===>..........................] - ETA: 4:05 - loss: 1090.6688 - logits_profile_predictions_loss: 1060.2805 - logcount_predictions_loss: 1.1339 309/2062 [===>..........................] - ETA: 4:05 - loss: 1090.6899 - logits_profile_predictions_loss: 1060.2994 - logcount_predictions_loss: 1.1340 310/2062 [===>..........................] - ETA: 4:04 - loss: 1090.7120 - logits_profile_predictions_loss: 1060.3193 - logcount_predictions_loss: 1.1341 311/2062 [===>..........................] - ETA: 4:04 - loss: 1090.7348 - logits_profile_predictions_loss: 1060.3400 - logcount_predictions_loss: 1.1341 312/2062 [===>..........................] - ETA: 4:04 - loss: 1090.7565 - logits_profile_predictions_loss: 1060.3597 - logcount_predictions_loss: 1.1342 313/2062 [===>..........................] - ETA: 4:04 - loss: 1090.7786 - logits_profile_predictions_loss: 1060.3798 - logcount_predictions_loss: 1.1343 314/2062 [===>..........................] - ETA: 4:04 - loss: 1090.8025 - logits_profile_predictions_loss: 1060.4016 - logcount_predictions_loss: 1.1344 315/2062 [===>..........................] - ETA: 4:04 - loss: 1090.8234 - logits_profile_predictions_loss: 1060.4205 - logcount_predictions_loss: 1.1344 316/2062 [===>..........................] - ETA: 4:04 - loss: 1090.8411 - logits_profile_predictions_loss: 1060.4362 - logcount_predictions_loss: 1.1345 317/2062 [===>..........................] - ETA: 4:04 - loss: 1090.8606 - logits_profile_predictions_loss: 1060.4539 - logcount_predictions_loss: 1.1346 318/2062 [===>..........................] - ETA: 4:03 - loss: 1090.8837 - logits_profile_predictions_loss: 1060.4750 - logcount_predictions_loss: 1.1346 319/2062 [===>..........................] - ETA: 4:03 - loss: 1090.9085 - logits_profile_predictions_loss: 1060.4980 - logcount_predictions_loss: 1.1347 320/2062 [===>..........................] - ETA: 4:03 - loss: 1090.9359 - logits_profile_predictions_loss: 1060.5235 - logcount_predictions_loss: 1.1348 321/2062 [===>..........................] - ETA: 4:03 - loss: 1090.9644 - logits_profile_predictions_loss: 1060.5502 - logcount_predictions_loss: 1.1349 322/2062 [===>..........................] - ETA: 4:03 - loss: 1090.9943 - logits_profile_predictions_loss: 1060.5783 - logcount_predictions_loss: 1.1349 323/2062 [===>..........................] - ETA: 4:03 - loss: 1091.0269 - logits_profile_predictions_loss: 1060.6092 - logcount_predictions_loss: 1.1350 324/2062 [===>..........................] - ETA: 4:03 - loss: 1091.0601 - logits_profile_predictions_loss: 1060.6406 - logcount_predictions_loss: 1.1351 325/2062 [===>..........................] - ETA: 4:02 - loss: 1091.0947 - logits_profile_predictions_loss: 1060.6735 - logcount_predictions_loss: 1.1351 326/2062 [===>..........................] - ETA: 4:02 - loss: 1091.1278 - logits_profile_predictions_loss: 1060.7049 - logcount_predictions_loss: 1.1352 327/2062 [===>..........................] - ETA: 4:02 - loss: 1091.1604 - logits_profile_predictions_loss: 1060.7359 - logcount_predictions_loss: 1.1352 328/2062 [===>..........................] - ETA: 4:02 - loss: 1091.1923 - logits_profile_predictions_loss: 1060.7661 - logcount_predictions_loss: 1.1353 329/2062 [===>..........................] - ETA: 4:02 - loss: 1091.2248 - logits_profile_predictions_loss: 1060.7969 - logcount_predictions_loss: 1.1354 330/2062 [===>..........................] - ETA: 4:02 - loss: 1091.2592 - logits_profile_predictions_loss: 1060.8297 - logcount_predictions_loss: 1.1354 331/2062 [===>..........................] - ETA: 4:02 - loss: 1091.2945 - logits_profile_predictions_loss: 1060.8634 - logcount_predictions_loss: 1.1355 332/2062 [===>..........................] - ETA: 4:01 - loss: 1091.3288 - logits_profile_predictions_loss: 1060.8963 - logcount_predictions_loss: 1.1355 333/2062 [===>..........................] - ETA: 4:01 - loss: 1091.3638 - logits_profile_predictions_loss: 1060.9298 - logcount_predictions_loss: 1.1356 334/2062 [===>..........................] - ETA: 4:01 - loss: 1091.4007 - logits_profile_predictions_loss: 1060.9651 - logcount_predictions_loss: 1.1357 335/2062 [===>..........................] - ETA: 4:01 - loss: 1091.4371 - logits_profile_predictions_loss: 1061.0000 - logcount_predictions_loss: 1.1357 336/2062 [===>..........................] - ETA: 4:01 - loss: 1091.4726 - logits_profile_predictions_loss: 1061.0342 - logcount_predictions_loss: 1.1358 337/2062 [===>..........................] - ETA: 4:01 - loss: 1091.5074 - logits_profile_predictions_loss: 1061.0677 - logcount_predictions_loss: 1.1358 338/2062 [===>..........................] - ETA: 4:01 - loss: 1091.5405 - logits_profile_predictions_loss: 1061.0995 - logcount_predictions_loss: 1.1359 339/2062 [===>..........................] - ETA: 4:00 - loss: 1091.5725 - logits_profile_predictions_loss: 1061.1303 - logcount_predictions_loss: 1.1359 340/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6035 - logits_profile_predictions_loss: 1061.1602 - logcount_predictions_loss: 1.1359 341/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6346 - logits_profile_predictions_loss: 1061.1901 - logcount_predictions_loss: 1.1360 342/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6669 - logits_profile_predictions_loss: 1061.2214 - logcount_predictions_loss: 1.1360 343/2062 [===>..........................] - ETA: 4:00 - loss: 1091.6998 - logits_profile_predictions_loss: 1061.2531 - logcount_predictions_loss: 1.1361 344/2062 [====>.........................] - ETA: 4:00 - loss: 1091.7328 - logits_profile_predictions_loss: 1061.2851 - logcount_predictions_loss: 1.1361 345/2062 [====>.........................] - ETA: 4:00 - loss: 1091.7667 - logits_profile_predictions_loss: 1061.3179 - logcount_predictions_loss: 1.1361 346/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8001 - logits_profile_predictions_loss: 1061.3504 - logcount_predictions_loss: 1.1362 347/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8311 - logits_profile_predictions_loss: 1061.3805 - logcount_predictions_loss: 1.1362 348/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8599 - logits_profile_predictions_loss: 1061.4085 - logcount_predictions_loss: 1.1362 349/2062 [====>.........................] - ETA: 3:59 - loss: 1091.8891 - logits_profile_predictions_loss: 1061.4367 - logcount_predictions_loss: 1.1363 350/2062 [====>.........................] - ETA: 3:59 - loss: 1091.9208 - logits_profile_predictions_loss: 1061.4673 - logcount_predictions_loss: 1.1363 351/2062 [====>.........................] - ETA: 3:59 - loss: 1091.9541 - logits_profile_predictions_loss: 1061.4994 - logcount_predictions_loss: 1.1364 352/2062 [====>.........................] - ETA: 3:59 - loss: 1091.9868 - logits_profile_predictions_loss: 1061.5310 - logcount_predictions_loss: 1.1364 353/2062 [====>.........................] - ETA: 3:59 - loss: 1092.0213 - logits_profile_predictions_loss: 1061.5644 - logcount_predictions_loss: 1.1365 354/2062 [====>.........................] - ETA: 3:58 - loss: 1092.0569 - logits_profile_predictions_loss: 1061.5988 - logcount_predictions_loss: 1.1365 355/2062 [====>.........................] - ETA: 3:58 - loss: 1092.0915 - logits_profile_predictions_loss: 1061.6322 - logcount_predictions_loss: 1.1365 356/2062 [====>.........................] - ETA: 3:58 - loss: 1092.1256 - logits_profile_predictions_loss: 1061.6651 - logcount_predictions_loss: 1.1366 357/2062 [====>.........................] - ETA: 3:58 - loss: 1092.1595 - logits_profile_predictions_loss: 1061.6977 - logcount_predictions_loss: 1.1366 358/2062 [====>.........................] - ETA: 3:58 - loss: 1092.1916 - logits_profile_predictions_loss: 1061.7286 - logcount_predictions_loss: 1.1367 359/2062 [====>.........................] - ETA: 3:58 - loss: 1092.2234 - logits_profile_predictions_loss: 1061.7591 - logcount_predictions_loss: 1.1367 360/2062 [====>.........................] - ETA: 3:58 - loss: 1092.2566 - logits_profile_predictions_loss: 1061.7909 - logcount_predictions_loss: 1.1368 361/2062 [====>.........................] - ETA: 3:57 - loss: 1092.2906 - logits_profile_predictions_loss: 1061.8236 - logcount_predictions_loss: 1.1368 362/2062 [====>.........................] - ETA: 3:57 - loss: 1092.3242 - logits_profile_predictions_loss: 1061.8558 - logcount_predictions_loss: 1.1369 363/2062 [====>.........................] - ETA: 3:57 - loss: 1092.3555 - logits_profile_predictions_loss: 1061.8857 - logcount_predictions_loss: 1.1369 364/2062 [====>.........................] - ETA: 3:57 - loss: 1092.3865 - logits_profile_predictions_loss: 1061.9153 - logcount_predictions_loss: 1.1370 365/2062 [====>.........................] - ETA: 3:57 - loss: 1092.4177 - logits_profile_predictions_loss: 1061.9450 - logcount_predictions_loss: 1.1370 366/2062 [====>.........................] - ETA: 3:57 - loss: 1092.4501 - logits_profile_predictions_loss: 1061.9760 - logcount_predictions_loss: 1.1371 367/2062 [====>.........................] - ETA: 3:57 - loss: 1092.4821 - logits_profile_predictions_loss: 1062.0065 - logcount_predictions_loss: 1.1371 368/2062 [====>.........................] - ETA: 3:56 - loss: 1092.5134 - logits_profile_predictions_loss: 1062.0363 - logcount_predictions_loss: 1.1372 369/2062 [====>.........................] - ETA: 3:56 - loss: 1092.5466 - logits_profile_predictions_loss: 1062.0680 - logcount_predictions_loss: 1.1373 370/2062 [====>.........................] - ETA: 3:56 - loss: 1092.5810 - logits_profile_predictions_loss: 1062.1008 - logcount_predictions_loss: 1.1373 371/2062 [====>.........................] - ETA: 3:56 - loss: 1092.6148 - logits_profile_predictions_loss: 1062.1330 - logcount_predictions_loss: 1.1374 372/2062 [====>.........................] - ETA: 3:56 - loss: 1092.6476 - logits_profile_predictions_loss: 1062.1644 - logcount_predictions_loss: 1.1374 373/2062 [====>.........................] - ETA: 3:56 - loss: 1092.6812 - logits_profile_predictions_loss: 1062.1964 - logcount_predictions_loss: 1.1375 374/2062 [====>.........................] - ETA: 3:56 - loss: 1092.7169 - logits_profile_predictions_loss: 1062.2307 - logcount_predictions_loss: 1.1375 375/2062 [====>.........................] - ETA: 3:55 - loss: 1092.7518 - logits_profile_predictions_loss: 1062.2641 - logcount_predictions_loss: 1.1376 376/2062 [====>.........................] - ETA: 3:55 - loss: 1092.7877 - logits_profile_predictions_loss: 1062.2986 - logcount_predictions_loss: 1.1377 377/2062 [====>.........................] - ETA: 3:55 - loss: 1092.8237 - logits_profile_predictions_loss: 1062.3332 - logcount_predictions_loss: 1.1377 378/2062 [====>.........................] - ETA: 3:55 - loss: 1092.8602 - logits_profile_predictions_loss: 1062.3681 - logcount_predictions_loss: 1.1378 379/2062 [====>.........................] - ETA: 3:55 - loss: 1092.8949 - logits_profile_predictions_loss: 1062.4014 - logcount_predictions_loss: 1.1378 380/2062 [====>.........................] - ETA: 3:55 - loss: 1092.9306 - logits_profile_predictions_loss: 1062.4357 - logcount_predictions_loss: 1.1379 381/2062 [====>.........................] - ETA: 3:55 - loss: 1092.9668 - logits_profile_predictions_loss: 1062.4704 - logcount_predictions_loss: 1.1379 382/2062 [====>.........................] - ETA: 3:54 - loss: 1093.0022 - logits_profile_predictions_loss: 1062.5044 - logcount_predictions_loss: 1.1380 383/2062 [====>.........................] - ETA: 3:54 - loss: 1093.0369 - logits_profile_predictions_loss: 1062.5376 - logcount_predictions_loss: 1.1380 384/2062 [====>.........................] - ETA: 3:54 - loss: 1093.0726 - logits_profile_predictions_loss: 1062.5720 - logcount_predictions_loss: 1.1381 385/2062 [====>.........................] - ETA: 3:54 - loss: 1093.1088 - logits_profile_predictions_loss: 1062.6069 - logcount_predictions_loss: 1.1381 386/2062 [====>.........................] - ETA: 3:54 - loss: 1093.1441 - logits_profile_predictions_loss: 1062.6408 - logcount_predictions_loss: 1.1382 387/2062 [====>.........................] - ETA: 3:54 - loss: 1093.1793 - logits_profile_predictions_loss: 1062.6747 - logcount_predictions_loss: 1.1382 388/2062 [====>.........................] - ETA: 3:54 - loss: 1093.2133 - logits_profile_predictions_loss: 1062.7074 - logcount_predictions_loss: 1.1383 389/2062 [====>.........................] - ETA: 3:53 - loss: 1093.2466 - logits_profile_predictions_loss: 1062.7396 - logcount_predictions_loss: 1.1383 390/2062 [====>.........................] - ETA: 3:53 - loss: 1093.2792 - logits_profile_predictions_loss: 1062.7710 - logcount_predictions_loss: 1.1384 391/2062 [====>.........................] - ETA: 3:53 - loss: 1093.3119 - logits_profile_predictions_loss: 1062.8025 - logcount_predictions_loss: 1.1384 392/2062 [====>.........................] - ETA: 3:53 - loss: 1093.3445 - logits_profile_predictions_loss: 1062.8339 - logcount_predictions_loss: 1.1385 393/2062 [====>.........................] - ETA: 3:53 - loss: 1093.3787 - logits_profile_predictions_loss: 1062.8670 - logcount_predictions_loss: 1.1385 394/2062 [====>.........................] - ETA: 3:53 - loss: 1093.4126 - logits_profile_predictions_loss: 1062.8997 - logcount_predictions_loss: 1.1385 395/2062 [====>.........................] - ETA: 3:53 - loss: 1093.4461 - logits_profile_predictions_loss: 1062.9320 - logcount_predictions_loss: 1.1386 396/2062 [====>.........................] - ETA: 3:53 - loss: 1093.4793 - logits_profile_predictions_loss: 1062.9641 - logcount_predictions_loss: 1.1386 397/2062 [====>.........................] - ETA: 3:52 - loss: 1093.5148 - logits_profile_predictions_loss: 1062.9985 - logcount_predictions_loss: 1.1387 398/2062 [====>.........................] - ETA: 3:52 - loss: 1093.5488 - logits_profile_predictions_loss: 1063.0314 - logcount_predictions_loss: 1.1387 399/2062 [====>.........................] - ETA: 3:52 - loss: 1093.5821 - logits_profile_predictions_loss: 1063.0636 - logcount_predictions_loss: 1.1387 400/2062 [====>.........................] - ETA: 3:52 - loss: 1093.6157 - logits_profile_predictions_loss: 1063.0962 - logcount_predictions_loss: 1.1388 401/2062 [====>.........................] - ETA: 3:52 - loss: 1093.6490 - logits_profile_predictions_loss: 1063.1284 - logcount_predictions_loss: 1.1388 402/2062 [====>.........................] - ETA: 3:52 - loss: 1093.6817 - logits_profile_predictions_loss: 1063.1600 - logcount_predictions_loss: 1.1389 403/2062 [====>.........................] - ETA: 3:52 - loss: 1093.7139 - logits_profile_predictions_loss: 1063.1910 - logcount_predictions_loss: 1.1389 404/2062 [====>.........................] - ETA: 3:51 - loss: 1093.7463 - logits_profile_predictions_loss: 1063.2223 - logcount_predictions_loss: 1.1390 405/2062 [====>.........................] - ETA: 3:51 - loss: 1093.7802 - logits_profile_predictions_loss: 1063.2548 - logcount_predictions_loss: 1.1390 406/2062 [====>.........................] - ETA: 3:51 - loss: 1093.8137 - logits_profile_predictions_loss: 1063.2872 - logcount_predictions_loss: 1.1390 407/2062 [====>.........................] - ETA: 3:51 - loss: 1093.8448 - logits_profile_predictions_loss: 1063.3171 - logcount_predictions_loss: 1.1391 408/2062 [====>.........................] - ETA: 3:51 - loss: 1093.8765 - logits_profile_predictions_loss: 1063.3475 - logcount_predictions_loss: 1.1391 409/2062 [====>.........................] - ETA: 3:51 - loss: 1093.9065 - logits_profile_predictions_loss: 1063.3763 - logcount_predictions_loss: 1.1392 410/2062 [====>.........................] - ETA: 3:51 - loss: 1093.9374 - logits_profile_predictions_loss: 1063.4060 - logcount_predictions_loss: 1.1392 411/2062 [====>.........................] - ETA: 3:50 - loss: 1093.9671 - logits_profile_predictions_loss: 1063.4344 - logcount_predictions_loss: 1.1393 412/2062 [====>.........................] - ETA: 3:50 - loss: 1093.9977 - logits_profile_predictions_loss: 1063.4638 - logcount_predictions_loss: 1.1393 413/2062 [=====>........................] - ETA: 3:50 - loss: 1094.0286 - logits_profile_predictions_loss: 1063.4935 - logcount_predictions_loss: 1.1394 414/2062 [=====>........................] - ETA: 3:50 - loss: 1094.0599 - logits_profile_predictions_loss: 1063.5235 - logcount_predictions_loss: 1.1394 415/2062 [=====>........................] - ETA: 3:50 - loss: 1094.0922 - logits_profile_predictions_loss: 1063.5546 - logcount_predictions_loss: 1.1395 416/2062 [=====>........................] - ETA: 3:50 - loss: 1094.1236 - logits_profile_predictions_loss: 1063.5848 - logcount_predictions_loss: 1.1395 417/2062 [=====>........................] - ETA: 3:50 - loss: 1094.1563 - logits_profile_predictions_loss: 1063.6162 - logcount_predictions_loss: 1.1396 418/2062 [=====>........................] - ETA: 3:49 - loss: 1094.1895 - logits_profile_predictions_loss: 1063.6481 - logcount_predictions_loss: 1.1396 419/2062 [=====>........................] - ETA: 3:49 - loss: 1094.2233 - logits_profile_predictions_loss: 1063.6807 - logcount_predictions_loss: 1.1396 420/2062 [=====>........................] - ETA: 3:49 - loss: 1094.2558 - logits_profile_predictions_loss: 1063.7119 - logcount_predictions_loss: 1.1397 421/2062 [=====>........................] - ETA: 3:49 - loss: 1094.2889 - logits_profile_predictions_loss: 1063.7437 - logcount_predictions_loss: 1.1397 422/2062 [=====>........................] - ETA: 3:49 - loss: 1094.3221 - logits_profile_predictions_loss: 1063.7755 - logcount_predictions_loss: 1.1398 423/2062 [=====>........................] - ETA: 3:49 - loss: 1094.3561 - logits_profile_predictions_loss: 1063.8082 - logcount_predictions_loss: 1.1398 424/2062 [=====>........................] - ETA: 3:49 - loss: 1094.3896 - 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logcount_predictions_loss: 1.1103 4/2062 [..............................] - ETA: 4:45 - loss: 1010.5820 - logits_profile_predictions_loss: 981.5067 - logcount_predictions_loss: 1.0849 5/2062 [..............................] - ETA: 4:45 - loss: 1018.2026 - logits_profile_predictions_loss: 989.7894 - logcount_predictions_loss: 1.0602 6/2062 [..............................] - ETA: 4:45 - loss: 1026.1974 - logits_profile_predictions_loss: 998.0320 - logcount_predictions_loss: 1.0509 7/2062 [..............................] - ETA: 4:45 - loss: 1033.9914 - logits_profile_predictions_loss: 1006.0684 - logcount_predictions_loss: 1.0419 8/2062 [..............................] - ETA: 4:45 - loss: 1037.5391 - logits_profile_predictions_loss: 1009.8912 - logcount_predictions_loss: 1.0316 9/2062 [..............................] - ETA: 4:44 - loss: 1041.4755 - logits_profile_predictions_loss: 1014.0850 - logcount_predictions_loss: 1.0220 10/2062 [..............................] - ETA: 4:44 - loss: 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logits_profile_predictions_loss: 1037.0464 - logcount_predictions_loss: 0.9720 141/2062 [=>............................] - ETA: 4:27 - loss: 1063.0079 - logits_profile_predictions_loss: 1036.9557 - logcount_predictions_loss: 0.9721 142/2062 [=>............................] - ETA: 4:27 - loss: 1062.9150 - logits_profile_predictions_loss: 1036.8607 - logcount_predictions_loss: 0.9722 143/2062 [=>............................] - ETA: 4:26 - loss: 1062.8200 - logits_profile_predictions_loss: 1036.7634 - logcount_predictions_loss: 0.9723 144/2062 [=>............................] - ETA: 4:26 - loss: 1062.7255 - logits_profile_predictions_loss: 1036.6667 - logcount_predictions_loss: 0.9723 145/2062 [=>............................] - ETA: 4:26 - loss: 1062.6310 - logits_profile_predictions_loss: 1036.5698 - logcount_predictions_loss: 0.9724 146/2062 [=>............................] - ETA: 4:26 - loss: 1062.5438 - logits_profile_predictions_loss: 1036.4803 - logcount_predictions_loss: 0.9725 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277/2062 [===>..........................] - ETA: 4:08 - loss: 1059.5527 - logits_profile_predictions_loss: 1033.1742 - logcount_predictions_loss: 0.9843 278/2062 [===>..........................] - ETA: 4:08 - loss: 1059.5663 - logits_profile_predictions_loss: 1033.1862 - logcount_predictions_loss: 0.9843 279/2062 [===>..........................] - ETA: 4:08 - loss: 1059.5808 - logits_profile_predictions_loss: 1033.1991 - logcount_predictions_loss: 0.9844 280/2062 [===>..........................] - ETA: 4:07 - loss: 1059.5963 - logits_profile_predictions_loss: 1033.2131 - logcount_predictions_loss: 0.9845 281/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6085 - logits_profile_predictions_loss: 1033.2237 - logcount_predictions_loss: 0.9845 282/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6188 - logits_profile_predictions_loss: 1033.2325 - logcount_predictions_loss: 0.9846 283/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6283 - logits_profile_predictions_loss: 1033.2405 - logcount_predictions_loss: 0.9846 284/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6387 - logits_profile_predictions_loss: 1033.2493 - logcount_predictions_loss: 0.9847 285/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6489 - logits_profile_predictions_loss: 1033.2578 - logcount_predictions_loss: 0.9847 286/2062 [===>..........................] - ETA: 4:07 - loss: 1059.6587 - logits_profile_predictions_loss: 1033.2658 - logcount_predictions_loss: 0.9848 287/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6686 - logits_profile_predictions_loss: 1033.2741 - logcount_predictions_loss: 0.9849 288/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6784 - logits_profile_predictions_loss: 1033.2822 - logcount_predictions_loss: 0.9849 289/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6875 - logits_profile_predictions_loss: 1033.2896 - logcount_predictions_loss: 0.9850 290/2062 [===>..........................] - ETA: 4:06 - loss: 1059.6971 - logits_profile_predictions_loss: 1033.2975 - logcount_predictions_loss: 0.9851 291/2062 [===>..........................] - ETA: 4:06 - loss: 1059.7075 - logits_profile_predictions_loss: 1033.3062 - logcount_predictions_loss: 0.9851 292/2062 [===>..........................] - ETA: 4:06 - loss: 1059.7168 - logits_profile_predictions_loss: 1033.3137 - logcount_predictions_loss: 0.9852 293/2062 [===>..........................] - ETA: 4:06 - loss: 1059.7273 - logits_profile_predictions_loss: 1033.3224 - logcount_predictions_loss: 0.9853 294/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7358 - logits_profile_predictions_loss: 1033.3291 - logcount_predictions_loss: 0.9853 295/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7419 - logits_profile_predictions_loss: 1033.3336 - logcount_predictions_loss: 0.9854 296/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7479 - logits_profile_predictions_loss: 1033.3380 - logcount_predictions_loss: 0.9854 297/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7549 - logits_profile_predictions_loss: 1033.3434 - logcount_predictions_loss: 0.9855 298/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7615 - logits_profile_predictions_loss: 1033.3484 - logcount_predictions_loss: 0.9856 299/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7667 - logits_profile_predictions_loss: 1033.3520 - logcount_predictions_loss: 0.9856 300/2062 [===>..........................] - ETA: 4:05 - loss: 1059.7724 - logits_profile_predictions_loss: 1033.3561 - logcount_predictions_loss: 0.9857 301/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7769 - logits_profile_predictions_loss: 1033.3590 - logcount_predictions_loss: 0.9857 302/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7808 - logits_profile_predictions_loss: 1033.3614 - logcount_predictions_loss: 0.9858 303/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7842 - logits_profile_predictions_loss: 1033.3633 - logcount_predictions_loss: 0.9859 304/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7866 - logits_profile_predictions_loss: 1033.3643 - logcount_predictions_loss: 0.9859 305/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7878 - logits_profile_predictions_loss: 1033.3641 - logcount_predictions_loss: 0.9860 306/2062 [===>..........................] - ETA: 4:04 - loss: 1059.7885 - logits_profile_predictions_loss: 1033.3632 - logcount_predictions_loss: 0.9860 307/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7889 - logits_profile_predictions_loss: 1033.3621 - logcount_predictions_loss: 0.9861 308/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7893 - logits_profile_predictions_loss: 1033.3610 - logcount_predictions_loss: 0.9861 309/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7892 - logits_profile_predictions_loss: 1033.3594 - logcount_predictions_loss: 0.9862 310/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7895 - logits_profile_predictions_loss: 1033.3581 - logcount_predictions_loss: 0.9862 311/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7907 - logits_profile_predictions_loss: 1033.3576 - logcount_predictions_loss: 0.9863 312/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7929 - logits_profile_predictions_loss: 1033.3581 - logcount_predictions_loss: 0.9864 313/2062 [===>..........................] - ETA: 4:03 - loss: 1059.7947 - logits_profile_predictions_loss: 1033.3583 - logcount_predictions_loss: 0.9864 314/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7966 - logits_profile_predictions_loss: 1033.3585 - logcount_predictions_loss: 0.9865 315/2062 [===>..........................] - ETA: 4:02 - loss: 1059.7967 - logits_profile_predictions_loss: 1033.3570 - logcount_predictions_loss: 0.9866 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logits_profile_predictions_loss: 1033.3381 - logcount_predictions_loss: 0.9870 323/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7879 - logits_profile_predictions_loss: 1033.3358 - logcount_predictions_loss: 0.9870 324/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7861 - logits_profile_predictions_loss: 1033.3324 - logcount_predictions_loss: 0.9871 325/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7861 - logits_profile_predictions_loss: 1033.3309 - logcount_predictions_loss: 0.9871 326/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7863 - logits_profile_predictions_loss: 1033.3294 - logcount_predictions_loss: 0.9872 327/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7884 - logits_profile_predictions_loss: 1033.3299 - logcount_predictions_loss: 0.9873 328/2062 [===>..........................] - ETA: 4:01 - loss: 1059.7937 - logits_profile_predictions_loss: 1033.3334 - logcount_predictions_loss: 0.9873 329/2062 [===>..........................] - ETA: 4:00 - loss: 1059.7985 - logits_profile_predictions_loss: 1033.3364 - logcount_predictions_loss: 0.9874 330/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8038 - logits_profile_predictions_loss: 1033.3401 - logcount_predictions_loss: 0.9875 331/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8078 - logits_profile_predictions_loss: 1033.3424 - logcount_predictions_loss: 0.9875 332/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8108 - logits_profile_predictions_loss: 1033.3438 - logcount_predictions_loss: 0.9876 333/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8135 - logits_profile_predictions_loss: 1033.3447 - logcount_predictions_loss: 0.9876 334/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8174 - logits_profile_predictions_loss: 1033.3470 - logcount_predictions_loss: 0.9877 335/2062 [===>..........................] - ETA: 4:00 - loss: 1059.8220 - logits_profile_predictions_loss: 1033.3498 - logcount_predictions_loss: 0.9878 336/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8261 - logits_profile_predictions_loss: 1033.3522 - logcount_predictions_loss: 0.9878 337/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8303 - logits_profile_predictions_loss: 1033.3548 - logcount_predictions_loss: 0.9879 338/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8342 - logits_profile_predictions_loss: 1033.3571 - logcount_predictions_loss: 0.9880 339/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8381 - logits_profile_predictions_loss: 1033.3593 - logcount_predictions_loss: 0.9880 340/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8405 - logits_profile_predictions_loss: 1033.3601 - logcount_predictions_loss: 0.9881 341/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8406 - logits_profile_predictions_loss: 1033.3586 - logcount_predictions_loss: 0.9881 342/2062 [===>..........................] - ETA: 3:59 - loss: 1059.8417 - logits_profile_predictions_loss: 1033.3581 - logcount_predictions_loss: 0.9882 343/2062 [===>..........................] - ETA: 3:58 - loss: 1059.8430 - logits_profile_predictions_loss: 1033.3577 - logcount_predictions_loss: 0.9883 344/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8435 - logits_profile_predictions_loss: 1033.3566 - logcount_predictions_loss: 0.9883 345/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8439 - logits_profile_predictions_loss: 1033.3553 - logcount_predictions_loss: 0.9884 346/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8436 - logits_profile_predictions_loss: 1033.3534 - logcount_predictions_loss: 0.9884 347/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8430 - logits_profile_predictions_loss: 1033.3512 - logcount_predictions_loss: 0.9885 348/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8426 - logits_profile_predictions_loss: 1033.3492 - logcount_predictions_loss: 0.9886 349/2062 [====>.........................] - ETA: 3:58 - loss: 1059.8429 - logits_profile_predictions_loss: 1033.3479 - logcount_predictions_loss: 0.9886 350/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8441 - logits_profile_predictions_loss: 1033.3475 - logcount_predictions_loss: 0.9887 351/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8458 - logits_profile_predictions_loss: 1033.3477 - logcount_predictions_loss: 0.9887 352/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8462 - logits_profile_predictions_loss: 1033.3465 - logcount_predictions_loss: 0.9888 353/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8495 - logits_profile_predictions_loss: 1033.3483 - logcount_predictions_loss: 0.9888 354/2062 [====>.........................] - ETA: 3:57 - loss: 1059.8518 - logits_profile_predictions_loss: 1033.3491 - logcount_predictions_loss: 0.9889 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logits_profile_predictions_loss: 1033.3361 - logcount_predictions_loss: 0.9893 362/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8489 - logits_profile_predictions_loss: 1033.3337 - logcount_predictions_loss: 0.9894 363/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8488 - logits_profile_predictions_loss: 1033.3319 - logcount_predictions_loss: 0.9894 364/2062 [====>.........................] - ETA: 3:56 - loss: 1059.8495 - logits_profile_predictions_loss: 1033.3308 - logcount_predictions_loss: 0.9895 365/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8505 - logits_profile_predictions_loss: 1033.3302 - logcount_predictions_loss: 0.9896 366/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8513 - logits_profile_predictions_loss: 1033.3294 - logcount_predictions_loss: 0.9896 367/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8520 - logits_profile_predictions_loss: 1033.3285 - logcount_predictions_loss: 0.9897 368/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8540 - logits_profile_predictions_loss: 1033.3288 - logcount_predictions_loss: 0.9897 369/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8547 - logits_profile_predictions_loss: 1033.3281 - logcount_predictions_loss: 0.9898 370/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8542 - logits_profile_predictions_loss: 1033.3260 - logcount_predictions_loss: 0.9899 371/2062 [====>.........................] - ETA: 3:55 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3250 - logcount_predictions_loss: 0.9899 372/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8543 - logits_profile_predictions_loss: 1033.3230 - logcount_predictions_loss: 0.9900 373/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8544 - logits_profile_predictions_loss: 1033.3214 - logcount_predictions_loss: 0.9900 374/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3204 - logcount_predictions_loss: 0.9901 375/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8549 - logits_profile_predictions_loss: 1033.3188 - logcount_predictions_loss: 0.9902 376/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8541 - logits_profile_predictions_loss: 1033.3165 - logcount_predictions_loss: 0.9902 377/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8548 - logits_profile_predictions_loss: 1033.3156 - logcount_predictions_loss: 0.9903 378/2062 [====>.........................] - ETA: 3:54 - loss: 1059.8559 - logits_profile_predictions_loss: 1033.3152 - logcount_predictions_loss: 0.9903 379/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8571 - logits_profile_predictions_loss: 1033.3149 - logcount_predictions_loss: 0.9904 380/2062 [====>.........................] - ETA: 3:53 - loss: 1059.8580 - logits_profile_predictions_loss: 1033.3143 - logcount_predictions_loss: 0.9904 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loss: 1055.1767 - logits_profile_predictions_loss: 1028.2168 - logcount_predictions_loss: 1.0059 2039/2062 [============================>.] - ETA: 3s - loss: 1055.1756 - logits_profile_predictions_loss: 1028.2158 - logcount_predictions_loss: 1.0059 2040/2062 [============================>.] - ETA: 3s - loss: 1055.1746 - logits_profile_predictions_loss: 1028.2149 - logcount_predictions_loss: 1.0059 2041/2062 [============================>.] - ETA: 2s - loss: 1055.1736 - logits_profile_predictions_loss: 1028.2140 - logcount_predictions_loss: 1.0059 2042/2062 [============================>.] - ETA: 2s - loss: 1055.1727 - logits_profile_predictions_loss: 1028.2132 - logcount_predictions_loss: 1.0059 2043/2062 [============================>.] - ETA: 2s - loss: 1055.1717 - logits_profile_predictions_loss: 1028.2124 - logcount_predictions_loss: 1.0059 2044/2062 [============================>.] - ETA: 2s - loss: 1055.1708 - logits_profile_predictions_loss: 1028.2116 - logcount_predictions_loss: 1.0059 2045/2062 [============================>.] - ETA: 2s - loss: 1055.1698 - logits_profile_predictions_loss: 1028.2107 - logcount_predictions_loss: 1.0059 2046/2062 [============================>.] - ETA: 2s - loss: 1055.1689 - logits_profile_predictions_loss: 1028.2099 - logcount_predictions_loss: 1.0059 2047/2062 [============================>.] - ETA: 2s - loss: 1055.1680 - logits_profile_predictions_loss: 1028.2091 - logcount_predictions_loss: 1.0059 2048/2062 [============================>.] - ETA: 1s - loss: 1055.1671 - logits_profile_predictions_loss: 1028.2083 - logcount_predictions_loss: 1.0059 2049/2062 [============================>.] - ETA: 1s - loss: 1055.1662 - logits_profile_predictions_loss: 1028.2075 - logcount_predictions_loss: 1.0059 2050/2062 [============================>.] - ETA: 1s - loss: 1055.1653 - logits_profile_predictions_loss: 1028.2067 - logcount_predictions_loss: 1.0059 2051/2062 [============================>.] - ETA: 1s - loss: 1055.1643 - logits_profile_predictions_loss: 1028.2059 - logcount_predictions_loss: 1.0059 2052/2062 [============================>.] - ETA: 1s - loss: 1055.1633 - logits_profile_predictions_loss: 1028.2050 - logcount_predictions_loss: 1.0059 2053/2062 [============================>.] - ETA: 1s - loss: 1055.1623 - logits_profile_predictions_loss: 1028.2042 - logcount_predictions_loss: 1.0059 2054/2062 [============================>.] - ETA: 1s - loss: 1055.1614 - logits_profile_predictions_loss: 1028.2033 - logcount_predictions_loss: 1.0059 2055/2062 [============================>.] - ETA: 0s - loss: 1055.1604 - logits_profile_predictions_loss: 1028.2025 - logcount_predictions_loss: 1.0059 2056/2062 [============================>.] - ETA: 0s - loss: 1055.1595 - logits_profile_predictions_loss: 1028.2017 - logcount_predictions_loss: 1.0059 2057/2062 [============================>.] - ETA: 0s - loss: 1055.1585 - logits_profile_predictions_loss: 1028.2008 - logcount_predictions_loss: 1.0059 2058/2062 [============================>.] - ETA: 0s - loss: 1055.1575 - logits_profile_predictions_loss: 1028.1999 - logcount_predictions_loss: 1.0059 2059/2062 [============================>.] - ETA: 0s - loss: 1055.1565 - logits_profile_predictions_loss: 1028.1991 - logcount_predictions_loss: 1.0059 2060/2062 [============================>.] - ETA: 0s - loss: 1055.1556 - logits_profile_predictions_loss: 1028.1982 - logcount_predictions_loss: 1.0059 2061/2062 [============================>.] - ETA: 0s - loss: 1055.1546 - logits_profile_predictions_loss: 1028.1974 - logcount_predictions_loss: 1.0058 2062/2062 [==============================] - ETA: 0s - loss: 1055.1537 - logits_profile_predictions_loss: 1028.1966 - logcount_predictions_loss: 1.0058 2062/2062 [==============================] - 298s 145ms/step - loss: 1055.1528 - logits_profile_predictions_loss: 1028.1958 - logcount_predictions_loss: 1.0058 - val_loss: 1073.5089 - val_logits_profile_predictions_loss: 1043.1976 - val_logcount_predictions_loss: 1.1310 + +Epoch 00003: val_loss did not improve from 1069.99487 +Epoch 4/50 + 1/2062 [..............................] - ETA: 5:21 - loss: 1124.8784 - logits_profile_predictions_loss: 1096.7941 - logcount_predictions_loss: 1.0479 2/2062 [..............................] - ETA: 4:58 - loss: 1090.0128 - logits_profile_predictions_loss: 1061.1035 - logcount_predictions_loss: 1.0787 3/2062 [..............................] - ETA: 4:51 - loss: 1060.0923 - logits_profile_predictions_loss: 1030.1395 - logcount_predictions_loss: 1.1176 4/2062 [..............................] - ETA: 4:49 - loss: 1030.7190 - logits_profile_predictions_loss: 1000.6732 - logcount_predictions_loss: 1.1211 5/2062 [..............................] - ETA: 4:48 - loss: 1007.2922 - logits_profile_predictions_loss: 977.6151 - logcount_predictions_loss: 1.1074  6/2062 [..............................] - ETA: 4:47 - loss: 997.9728 - logits_profile_predictions_loss: 968.1886 - logcount_predictions_loss: 1.1114  7/2062 [..............................] - ETA: 4:47 - loss: 991.0723 - logits_profile_predictions_loss: 961.2020 - logcount_predictions_loss: 1.1146 8/2062 [..............................] - ETA: 4:46 - loss: 983.2713 - logits_profile_predictions_loss: 953.4890 - logcount_predictions_loss: 1.1113 9/2062 [..............................] - ETA: 4:46 - loss: 978.5503 - logits_profile_predictions_loss: 948.8081 - logcount_predictions_loss: 1.1098 10/2062 [..............................] - ETA: 4:46 - loss: 975.2213 - logits_profile_predictions_loss: 945.6287 - logcount_predictions_loss: 1.1042 11/2062 [..............................] - ETA: 4:45 - loss: 974.0572 - logits_profile_predictions_loss: 944.5804 - logcount_predictions_loss: 1.0999 12/2062 [..............................] - ETA: 4:45 - loss: 974.7566 - logits_profile_predictions_loss: 945.3868 - logcount_predictions_loss: 1.0959 13/2062 [..............................] - ETA: 4:45 - loss: 975.4370 - logits_profile_predictions_loss: 946.1341 - logcount_predictions_loss: 1.0934 14/2062 [..............................] - ETA: 4:44 - loss: 976.4276 - logits_profile_predictions_loss: 947.1722 - logcount_predictions_loss: 1.0916 15/2062 [..............................] - ETA: 4:44 - loss: 977.7216 - logits_profile_predictions_loss: 948.5164 - logcount_predictions_loss: 1.0897 16/2062 [..............................] - ETA: 4:44 - loss: 978.4731 - logits_profile_predictions_loss: 949.3289 - logcount_predictions_loss: 1.0875 17/2062 [..............................] - ETA: 4:44 - loss: 979.0406 - logits_profile_predictions_loss: 949.9504 - logcount_predictions_loss: 1.0855 18/2062 [..............................] - ETA: 4:44 - loss: 979.4159 - logits_profile_predictions_loss: 950.3735 - logcount_predictions_loss: 1.0837 19/2062 [..............................] - ETA: 4:44 - loss: 979.7582 - logits_profile_predictions_loss: 950.7749 - logcount_predictions_loss: 1.0815 20/2062 [..............................] - ETA: 4:43 - loss: 980.6928 - logits_profile_predictions_loss: 951.7497 - logcount_predictions_loss: 1.0800 21/2062 [..............................] - ETA: 4:43 - loss: 981.9667 - logits_profile_predictions_loss: 953.0822 - logcount_predictions_loss: 1.0778 22/2062 [..............................] - ETA: 4:43 - loss: 984.0364 - logits_profile_predictions_loss: 955.1938 - logcount_predictions_loss: 1.0762 23/2062 [..............................] - ETA: 4:43 - loss: 986.0731 - logits_profile_predictions_loss: 957.2670 - logcount_predictions_loss: 1.0749 24/2062 [..............................] - ETA: 4:43 - loss: 987.9931 - logits_profile_predictions_loss: 959.2201 - logcount_predictions_loss: 1.0736 25/2062 [..............................] - ETA: 4:43 - loss: 989.5426 - logits_profile_predictions_loss: 960.8023 - logcount_predictions_loss: 1.0724 26/2062 [..............................] - ETA: 4:42 - loss: 991.1750 - logits_profile_predictions_loss: 962.4616 - logcount_predictions_loss: 1.0714 27/2062 [..............................] - ETA: 4:42 - loss: 992.6976 - logits_profile_predictions_loss: 964.0012 - logcount_predictions_loss: 1.0708 28/2062 [..............................] - ETA: 4:42 - loss: 994.2866 - logits_profile_predictions_loss: 965.5986 - logcount_predictions_loss: 1.0704 29/2062 [..............................] - ETA: 4:42 - loss: 995.6363 - logits_profile_predictions_loss: 966.9642 - logcount_predictions_loss: 1.0699 30/2062 [..............................] - ETA: 4:42 - loss: 996.7584 - logits_profile_predictions_loss: 968.1017 - logcount_predictions_loss: 1.0693 31/2062 [..............................] - ETA: 4:42 - loss: 997.8783 - logits_profile_predictions_loss: 969.2388 - logcount_predictions_loss: 1.0686 32/2062 [..............................] - ETA: 4:42 - loss: 999.0739 - logits_profile_predictions_loss: 970.4587 - logcount_predictions_loss: 1.0677 33/2062 [..............................] - ETA: 4:41 - loss: 1000.2530 - logits_profile_predictions_loss: 971.6698 - logcount_predictions_loss: 1.0665 34/2062 [..............................] - ETA: 4:41 - loss: 1001.4564 - logits_profile_predictions_loss: 972.9055 - logcount_predictions_loss: 1.0653 35/2062 [..............................] - ETA: 4:41 - loss: 1002.4133 - logits_profile_predictions_loss: 973.8948 - logcount_predictions_loss: 1.0641 36/2062 [..............................] - ETA: 4:41 - loss: 1003.2935 - logits_profile_predictions_loss: 974.8077 - logcount_predictions_loss: 1.0629 37/2062 [..............................] - ETA: 4:41 - loss: 1004.1023 - logits_profile_predictions_loss: 975.6466 - logcount_predictions_loss: 1.0618 38/2062 [..............................] - ETA: 4:41 - loss: 1004.7942 - logits_profile_predictions_loss: 976.3664 - logcount_predictions_loss: 1.0607 39/2062 [..............................] - ETA: 4:41 - loss: 1005.4958 - logits_profile_predictions_loss: 977.0923 - logcount_predictions_loss: 1.0598 40/2062 [..............................] - ETA: 4:40 - loss: 1006.1554 - logits_profile_predictions_loss: 977.7801 - logcount_predictions_loss: 1.0588 41/2062 [..............................] - ETA: 4:40 - loss: 1006.7359 - logits_profile_predictions_loss: 978.3879 - logcount_predictions_loss: 1.0578 42/2062 [..............................] - ETA: 4:40 - loss: 1007.2806 - logits_profile_predictions_loss: 978.9619 - logcount_predictions_loss: 1.0567 43/2062 [..............................] - ETA: 4:40 - loss: 1007.6857 - logits_profile_predictions_loss: 979.3953 - logcount_predictions_loss: 1.0556 44/2062 [..............................] - ETA: 4:40 - loss: 1008.0736 - logits_profile_predictions_loss: 979.8121 - logcount_predictions_loss: 1.0545 45/2062 [..............................] - ETA: 4:40 - loss: 1008.3894 - logits_profile_predictions_loss: 980.1522 - logcount_predictions_loss: 1.0536 46/2062 [..............................] - ETA: 4:39 - loss: 1008.6459 - logits_profile_predictions_loss: 980.4319 - logcount_predictions_loss: 1.0528 47/2062 [..............................] - ETA: 4:39 - loss: 1008.8221 - logits_profile_predictions_loss: 980.6311 - logcount_predictions_loss: 1.0519 48/2062 [..............................] - ETA: 4:39 - loss: 1008.9634 - logits_profile_predictions_loss: 980.7881 - logcount_predictions_loss: 1.0513 49/2062 [..............................] - ETA: 4:39 - loss: 1009.1767 - logits_profile_predictions_loss: 981.0116 - logcount_predictions_loss: 1.0509 50/2062 [..............................] - ETA: 4:39 - loss: 1009.3063 - logits_profile_predictions_loss: 981.1510 - logcount_predictions_loss: 1.0506 51/2062 [..............................] - ETA: 4:39 - loss: 1009.5022 - logits_profile_predictions_loss: 981.3565 - logcount_predictions_loss: 1.0502 52/2062 [..............................] - ETA: 4:39 - loss: 1009.6884 - logits_profile_predictions_loss: 981.5544 - logcount_predictions_loss: 1.0498 53/2062 [..............................] - ETA: 4:39 - loss: 1009.8534 - logits_profile_predictions_loss: 981.7310 - logcount_predictions_loss: 1.0493 54/2062 [..............................] - ETA: 4:38 - loss: 1010.0677 - logits_profile_predictions_loss: 981.9559 - logcount_predictions_loss: 1.0489 55/2062 [..............................] - ETA: 4:38 - loss: 1010.2921 - logits_profile_predictions_loss: 982.1881 - logcount_predictions_loss: 1.0487 56/2062 [..............................] - ETA: 4:38 - loss: 1010.5252 - logits_profile_predictions_loss: 982.4307 - logcount_predictions_loss: 1.0483 57/2062 [..............................] - ETA: 4:38 - loss: 1010.7863 - logits_profile_predictions_loss: 982.7014 - logcount_predictions_loss: 1.0479 58/2062 [..............................] - ETA: 4:38 - loss: 1011.0429 - logits_profile_predictions_loss: 982.9684 - logcount_predictions_loss: 1.0476 59/2062 [..............................] - ETA: 4:38 - loss: 1011.3002 - logits_profile_predictions_loss: 983.2352 - logcount_predictions_loss: 1.0472 60/2062 [..............................] - ETA: 4:38 - loss: 1011.5573 - logits_profile_predictions_loss: 983.4998 - logcount_predictions_loss: 1.0469 61/2062 [..............................] - ETA: 4:37 - loss: 1011.7938 - logits_profile_predictions_loss: 983.7432 - logcount_predictions_loss: 1.0467 62/2062 [..............................] - ETA: 4:37 - loss: 1012.0513 - logits_profile_predictions_loss: 984.0054 - logcount_predictions_loss: 1.0465 63/2062 [..............................] - ETA: 4:37 - loss: 1012.2631 - logits_profile_predictions_loss: 984.2230 - logcount_predictions_loss: 1.0463 64/2062 [..............................] - ETA: 4:37 - loss: 1012.4542 - logits_profile_predictions_loss: 984.4199 - logcount_predictions_loss: 1.0461 65/2062 [..............................] - ETA: 4:37 - loss: 1012.6517 - logits_profile_predictions_loss: 984.6244 - logcount_predictions_loss: 1.0458 66/2062 [..............................] - ETA: 4:37 - loss: 1012.8839 - logits_profile_predictions_loss: 984.8630 - logcount_predictions_loss: 1.0456 67/2062 [..............................] - ETA: 4:36 - loss: 1013.1407 - logits_profile_predictions_loss: 985.1239 - logcount_predictions_loss: 1.0454 68/2062 [..............................] - ETA: 4:36 - loss: 1013.3850 - logits_profile_predictions_loss: 985.3734 - logcount_predictions_loss: 1.0452 69/2062 [>.............................] - ETA: 4:36 - loss: 1013.5837 - logits_profile_predictions_loss: 985.5784 - logcount_predictions_loss: 1.0450 70/2062 [>.............................] - ETA: 4:36 - loss: 1013.7858 - logits_profile_predictions_loss: 985.7872 - logcount_predictions_loss: 1.0447 71/2062 [>.............................] - ETA: 4:36 - loss: 1013.9665 - logits_profile_predictions_loss: 985.9755 - logcount_predictions_loss: 1.0444 72/2062 [>.............................] - ETA: 4:36 - loss: 1014.1246 - logits_profile_predictions_loss: 986.1427 - logcount_predictions_loss: 1.0441 73/2062 [>.............................] - ETA: 4:36 - loss: 1014.2672 - logits_profile_predictions_loss: 986.2951 - logcount_predictions_loss: 1.0437 74/2062 [>.............................] - ETA: 4:36 - loss: 1014.4174 - logits_profile_predictions_loss: 986.4546 - logcount_predictions_loss: 1.0434 75/2062 [>.............................] - ETA: 4:35 - loss: 1014.5992 - logits_profile_predictions_loss: 986.6462 - logcount_predictions_loss: 1.0430 76/2062 [>.............................] - ETA: 4:35 - loss: 1014.7812 - logits_profile_predictions_loss: 986.8369 - logcount_predictions_loss: 1.0427 77/2062 [>.............................] - ETA: 4:35 - loss: 1014.9329 - logits_profile_predictions_loss: 986.9972 - logcount_predictions_loss: 1.0424 78/2062 [>.............................] - ETA: 4:35 - loss: 1015.0992 - logits_profile_predictions_loss: 987.1715 - logcount_predictions_loss: 1.0421 79/2062 [>.............................] - ETA: 4:35 - loss: 1015.2455 - logits_profile_predictions_loss: 987.3255 - logcount_predictions_loss: 1.0418 80/2062 [>.............................] - ETA: 4:35 - loss: 1015.4069 - logits_profile_predictions_loss: 987.4954 - logcount_predictions_loss: 1.0415 81/2062 [>.............................] - ETA: 4:35 - loss: 1015.5872 - logits_profile_predictions_loss: 987.6851 - logcount_predictions_loss: 1.0411 82/2062 [>.............................] - ETA: 4:34 - loss: 1015.7593 - logits_profile_predictions_loss: 987.8671 - logcount_predictions_loss: 1.0407 83/2062 [>.............................] - ETA: 4:34 - loss: 1015.9287 - logits_profile_predictions_loss: 988.0475 - logcount_predictions_loss: 1.0403 84/2062 [>.............................] - ETA: 4:34 - loss: 1016.0820 - logits_profile_predictions_loss: 988.2125 - logcount_predictions_loss: 1.0399 85/2062 [>.............................] - ETA: 4:34 - loss: 1016.2210 - logits_profile_predictions_loss: 988.3634 - logcount_predictions_loss: 1.0395 86/2062 [>.............................] - ETA: 4:34 - loss: 1016.3880 - logits_profile_predictions_loss: 988.5410 - logcount_predictions_loss: 1.0391 87/2062 [>.............................] - ETA: 4:34 - loss: 1016.5673 - logits_profile_predictions_loss: 988.7314 - logcount_predictions_loss: 1.0386 88/2062 [>.............................] - ETA: 4:34 - loss: 1016.7254 - logits_profile_predictions_loss: 988.9010 - logcount_predictions_loss: 1.0382 89/2062 [>.............................] - ETA: 4:33 - loss: 1016.8885 - logits_profile_predictions_loss: 989.0752 - logcount_predictions_loss: 1.0378 90/2062 [>.............................] - ETA: 4:33 - loss: 1017.0644 - logits_profile_predictions_loss: 989.2625 - logcount_predictions_loss: 1.0374 91/2062 [>.............................] - ETA: 4:33 - loss: 1017.2297 - logits_profile_predictions_loss: 989.4392 - logcount_predictions_loss: 1.0370 92/2062 [>.............................] - ETA: 4:33 - loss: 1017.4110 - logits_profile_predictions_loss: 989.6322 - logcount_predictions_loss: 1.0365 93/2062 [>.............................] - ETA: 4:33 - loss: 1017.5817 - logits_profile_predictions_loss: 989.8152 - logcount_predictions_loss: 1.0361 94/2062 [>.............................] - ETA: 4:33 - loss: 1017.7393 - logits_profile_predictions_loss: 989.9854 - logcount_predictions_loss: 1.0356 95/2062 [>.............................] - ETA: 4:33 - loss: 1017.8762 - logits_profile_predictions_loss: 990.1351 - logcount_predictions_loss: 1.0351 96/2062 [>.............................] - ETA: 4:33 - loss: 1017.9966 - logits_profile_predictions_loss: 990.2676 - logcount_predictions_loss: 1.0347 97/2062 [>.............................] - ETA: 4:32 - loss: 1018.0990 - logits_profile_predictions_loss: 990.3822 - logcount_predictions_loss: 1.0342 98/2062 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logits_profile_predictions_loss: 991.7190 - logcount_predictions_loss: 1.0245 118/2062 [>.............................] - ETA: 4:29 - loss: 1019.2392 - logits_profile_predictions_loss: 991.7941 - logcount_predictions_loss: 1.0241 119/2062 [>.............................] - ETA: 4:29 - loss: 1019.3052 - logits_profile_predictions_loss: 991.8717 - logcount_predictions_loss: 1.0236 120/2062 [>.............................] - ETA: 4:29 - loss: 1019.3489 - logits_profile_predictions_loss: 991.9272 - logcount_predictions_loss: 1.0232 121/2062 [>.............................] - ETA: 4:29 - loss: 1019.3774 - logits_profile_predictions_loss: 991.9679 - logcount_predictions_loss: 1.0227 122/2062 [>.............................] - ETA: 4:29 - loss: 1019.4024 - logits_profile_predictions_loss: 992.0056 - logcount_predictions_loss: 1.0223 123/2062 [>.............................] - ETA: 4:29 - loss: 1019.4160 - logits_profile_predictions_loss: 992.0317 - logcount_predictions_loss: 1.0218 124/2062 [>.............................] - ETA: 4:29 - loss: 1019.4437 - logits_profile_predictions_loss: 992.0719 - logcount_predictions_loss: 1.0213 125/2062 [>.............................] - ETA: 4:29 - loss: 1019.4668 - logits_profile_predictions_loss: 992.1068 - logcount_predictions_loss: 1.0209 126/2062 [>.............................] - ETA: 4:28 - loss: 1019.4824 - logits_profile_predictions_loss: 992.1341 - logcount_predictions_loss: 1.0205 127/2062 [>.............................] - ETA: 4:28 - loss: 1019.4941 - logits_profile_predictions_loss: 992.1573 - logcount_predictions_loss: 1.0200 128/2062 [>.............................] - ETA: 4:28 - loss: 1019.5148 - logits_profile_predictions_loss: 992.1893 - logcount_predictions_loss: 1.0196 129/2062 [>.............................] - ETA: 4:28 - loss: 1019.5512 - logits_profile_predictions_loss: 992.2367 - logcount_predictions_loss: 1.0192 130/2062 [>.............................] - ETA: 4:28 - loss: 1019.6022 - logits_profile_predictions_loss: 992.2988 - logcount_predictions_loss: 1.0188 131/2062 [>.............................] - ETA: 4:28 - loss: 1019.6511 - logits_profile_predictions_loss: 992.3588 - logcount_predictions_loss: 1.0184 132/2062 [>.............................] - ETA: 4:28 - loss: 1019.7031 - logits_profile_predictions_loss: 992.4218 - logcount_predictions_loss: 1.0180 133/2062 [>.............................] - ETA: 4:27 - loss: 1019.7493 - logits_profile_predictions_loss: 992.4792 - logcount_predictions_loss: 1.0175 134/2062 [>.............................] - ETA: 4:27 - loss: 1019.8003 - logits_profile_predictions_loss: 992.5413 - logcount_predictions_loss: 1.0171 135/2062 [>.............................] - ETA: 4:27 - loss: 1019.8484 - logits_profile_predictions_loss: 992.6003 - logcount_predictions_loss: 1.0167 136/2062 [>.............................] - ETA: 4:27 - loss: 1019.9003 - logits_profile_predictions_loss: 992.6631 - logcount_predictions_loss: 1.0163 137/2062 [>.............................] - ETA: 4:27 - loss: 1019.9639 - logits_profile_predictions_loss: 992.7374 - logcount_predictions_loss: 1.0159 138/2062 [=>............................] - ETA: 4:27 - loss: 1020.0171 - logits_profile_predictions_loss: 992.8010 - logcount_predictions_loss: 1.0155 139/2062 [=>............................] - ETA: 4:27 - loss: 1020.0657 - logits_profile_predictions_loss: 992.8601 - logcount_predictions_loss: 1.0151 140/2062 [=>............................] - ETA: 4:26 - loss: 1020.1285 - logits_profile_predictions_loss: 992.9330 - logcount_predictions_loss: 1.0147 141/2062 [=>............................] - ETA: 4:26 - loss: 1020.2014 - logits_profile_predictions_loss: 993.0161 - logcount_predictions_loss: 1.0144 142/2062 [=>............................] - ETA: 4:26 - loss: 1020.2746 - logits_profile_predictions_loss: 993.0996 - logcount_predictions_loss: 1.0140 143/2062 [=>............................] - ETA: 4:26 - loss: 1020.3484 - logits_profile_predictions_loss: 993.1834 - logcount_predictions_loss: 1.0136 144/2062 [=>............................] - ETA: 4:26 - loss: 1020.4201 - logits_profile_predictions_loss: 993.2650 - logcount_predictions_loss: 1.0132 145/2062 [=>............................] - ETA: 4:26 - loss: 1020.4855 - logits_profile_predictions_loss: 993.3405 - logcount_predictions_loss: 1.0129 146/2062 [=>............................] - ETA: 4:26 - loss: 1020.5439 - logits_profile_predictions_loss: 993.4090 - logcount_predictions_loss: 1.0125 147/2062 [=>............................] - ETA: 4:25 - loss: 1020.6009 - logits_profile_predictions_loss: 993.4764 - logcount_predictions_loss: 1.0121 148/2062 [=>............................] - ETA: 4:25 - loss: 1020.6503 - logits_profile_predictions_loss: 993.5358 - logcount_predictions_loss: 1.0117 149/2062 [=>............................] - ETA: 4:25 - loss: 1020.7034 - logits_profile_predictions_loss: 993.5992 - logcount_predictions_loss: 1.0113 150/2062 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logits_profile_predictions_loss: 994.0701 - logcount_predictions_loss: 1.0089 157/2062 [=>............................] - ETA: 4:24 - loss: 1021.1854 - logits_profile_predictions_loss: 994.1546 - logcount_predictions_loss: 1.0086 158/2062 [=>............................] - ETA: 4:24 - loss: 1021.2601 - logits_profile_predictions_loss: 994.2377 - logcount_predictions_loss: 1.0083 159/2062 [=>............................] - ETA: 4:24 - loss: 1021.3356 - logits_profile_predictions_loss: 994.3217 - logcount_predictions_loss: 1.0080 160/2062 [=>............................] - ETA: 4:24 - loss: 1021.4103 - logits_profile_predictions_loss: 994.4045 - logcount_predictions_loss: 1.0077 161/2062 [=>............................] - ETA: 4:24 - loss: 1021.4903 - logits_profile_predictions_loss: 994.4925 - logcount_predictions_loss: 1.0074 162/2062 [=>............................] - ETA: 4:23 - loss: 1021.5724 - logits_profile_predictions_loss: 994.5826 - logcount_predictions_loss: 1.0071 163/2062 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logits_profile_predictions_loss: 999.0355 - logcount_predictions_loss: 0.9920 235/2062 [==>...........................] - ETA: 4:14 - loss: 1025.6623 - logits_profile_predictions_loss: 999.0811 - logcount_predictions_loss: 0.9918 236/2062 [==>...........................] - ETA: 4:13 - loss: 1025.7022 - logits_profile_predictions_loss: 999.1247 - logcount_predictions_loss: 0.9917 237/2062 [==>...........................] - ETA: 4:13 - loss: 1025.7438 - logits_profile_predictions_loss: 999.1700 - logcount_predictions_loss: 0.9916 238/2062 [==>...........................] - ETA: 4:13 - loss: 1025.7839 - logits_profile_predictions_loss: 999.2137 - logcount_predictions_loss: 0.9914 239/2062 [==>...........................] - ETA: 4:13 - loss: 1025.8187 - logits_profile_predictions_loss: 999.2522 - logcount_predictions_loss: 0.9913 240/2062 [==>...........................] - ETA: 4:13 - loss: 1025.8503 - logits_profile_predictions_loss: 999.2875 - logcount_predictions_loss: 0.9911 241/2062 [==>...........................] - ETA: 4:13 - loss: 1025.8815 - logits_profile_predictions_loss: 999.3225 - logcount_predictions_loss: 0.9910 242/2062 [==>...........................] - ETA: 4:13 - loss: 1025.9102 - logits_profile_predictions_loss: 999.3551 - logcount_predictions_loss: 0.9909 243/2062 [==>...........................] - ETA: 4:12 - loss: 1025.9374 - logits_profile_predictions_loss: 999.3864 - logcount_predictions_loss: 0.9907 244/2062 [==>...........................] - ETA: 4:12 - loss: 1025.9631 - logits_profile_predictions_loss: 999.4161 - logcount_predictions_loss: 0.9906 245/2062 [==>...........................] - ETA: 4:12 - loss: 1025.9880 - logits_profile_predictions_loss: 999.4449 - logcount_predictions_loss: 0.9904 246/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0090 - logits_profile_predictions_loss: 999.4698 - logcount_predictions_loss: 0.9903 247/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0305 - logits_profile_predictions_loss: 999.4952 - logcount_predictions_loss: 0.9901 248/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0468 - logits_profile_predictions_loss: 999.5151 - logcount_predictions_loss: 0.9900 249/2062 [==>...........................] - ETA: 4:12 - loss: 1026.0603 - logits_profile_predictions_loss: 999.5322 - logcount_predictions_loss: 0.9898 250/2062 [==>...........................] - ETA: 4:11 - loss: 1026.0762 - logits_profile_predictions_loss: 999.5518 - logcount_predictions_loss: 0.9897 251/2062 [==>...........................] - ETA: 4:11 - loss: 1026.0921 - logits_profile_predictions_loss: 999.5715 - logcount_predictions_loss: 0.9896 252/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1078 - logits_profile_predictions_loss: 999.5909 - logcount_predictions_loss: 0.9894 253/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1242 - logits_profile_predictions_loss: 999.6110 - logcount_predictions_loss: 0.9893 254/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1406 - logits_profile_predictions_loss: 999.6311 - logcount_predictions_loss: 0.9891 255/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1535 - logits_profile_predictions_loss: 999.6478 - logcount_predictions_loss: 0.9890 256/2062 [==>...........................] - ETA: 4:11 - loss: 1026.1702 - logits_profile_predictions_loss: 999.6682 - logcount_predictions_loss: 0.9889 257/2062 [==>...........................] - ETA: 4:10 - loss: 1026.1899 - logits_profile_predictions_loss: 999.6916 - logcount_predictions_loss: 0.9887 258/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2080 - logits_profile_predictions_loss: 999.7135 - logcount_predictions_loss: 0.9886 259/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2277 - logits_profile_predictions_loss: 999.7369 - logcount_predictions_loss: 0.9885 260/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2478 - logits_profile_predictions_loss: 999.7607 - logcount_predictions_loss: 0.9883 261/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2680 - logits_profile_predictions_loss: 999.7846 - logcount_predictions_loss: 0.9882 262/2062 [==>...........................] - ETA: 4:10 - loss: 1026.2872 - logits_profile_predictions_loss: 999.8075 - logcount_predictions_loss: 0.9880 263/2062 [==>...........................] - ETA: 4:10 - loss: 1026.3057 - logits_profile_predictions_loss: 999.8297 - logcount_predictions_loss: 0.9879 264/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3231 - logits_profile_predictions_loss: 999.8505 - logcount_predictions_loss: 0.9878 265/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3414 - logits_profile_predictions_loss: 999.8724 - logcount_predictions_loss: 0.9876 266/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3592 - logits_profile_predictions_loss: 999.8937 - logcount_predictions_loss: 0.9875 267/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3789 - logits_profile_predictions_loss: 999.9171 - logcount_predictions_loss: 0.9874 268/2062 [==>...........................] - ETA: 4:09 - loss: 1026.3985 - logits_profile_predictions_loss: 999.9403 - logcount_predictions_loss: 0.9872 269/2062 [==>...........................] - ETA: 4:09 - loss: 1026.4166 - logits_profile_predictions_loss: 999.9620 - logcount_predictions_loss: 0.9871 270/2062 [==>...........................] - ETA: 4:09 - loss: 1026.4310 - logits_profile_predictions_loss: 999.9800 - logcount_predictions_loss: 0.9870 271/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4458 - logits_profile_predictions_loss: 999.9985 - logcount_predictions_loss: 0.9868 272/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4561 - logits_profile_predictions_loss: 1000.0125 - logcount_predictions_loss: 0.9867 273/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4680 - logits_profile_predictions_loss: 1000.0281 - logcount_predictions_loss: 0.9866 274/2062 [==>...........................] - ETA: 4:08 - loss: 1026.4779 - logits_profile_predictions_loss: 1000.0417 - logcount_predictions_loss: 0.9864 275/2062 [===>..........................] - ETA: 4:08 - loss: 1026.4895 - logits_profile_predictions_loss: 1000.0570 - logcount_predictions_loss: 0.9863 276/2062 [===>..........................] - ETA: 4:08 - loss: 1026.5015 - logits_profile_predictions_loss: 1000.0725 - logcount_predictions_loss: 0.9861 277/2062 [===>..........................] - ETA: 4:08 - loss: 1026.5150 - logits_profile_predictions_loss: 1000.0896 - logcount_predictions_loss: 0.9860 278/2062 [===>..........................] - ETA: 4:08 - loss: 1026.5287 - logits_profile_predictions_loss: 1000.1068 - logcount_predictions_loss: 0.9859 279/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5417 - logits_profile_predictions_loss: 1000.1233 - logcount_predictions_loss: 0.9858 280/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5526 - logits_profile_predictions_loss: 1000.1375 - logcount_predictions_loss: 0.9856 281/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5632 - logits_profile_predictions_loss: 1000.1515 - logcount_predictions_loss: 0.9855 282/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5771 - logits_profile_predictions_loss: 1000.1687 - logcount_predictions_loss: 0.9854 283/2062 [===>..........................] - ETA: 4:07 - loss: 1026.5897 - logits_profile_predictions_loss: 1000.1846 - logcount_predictions_loss: 0.9853 284/2062 [===>..........................] - ETA: 4:07 - loss: 1026.6019 - logits_profile_predictions_loss: 1000.2002 - logcount_predictions_loss: 0.9851 285/2062 [===>..........................] - ETA: 4:07 - loss: 1026.6100 - logits_profile_predictions_loss: 1000.2114 - logcount_predictions_loss: 0.9850 286/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6173 - logits_profile_predictions_loss: 1000.2216 - logcount_predictions_loss: 0.9849 287/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6255 - logits_profile_predictions_loss: 1000.2325 - logcount_predictions_loss: 0.9848 288/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6329 - logits_profile_predictions_loss: 1000.2428 - logcount_predictions_loss: 0.9847 289/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6404 - logits_profile_predictions_loss: 1000.2531 - logcount_predictions_loss: 0.9846 290/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6463 - logits_profile_predictions_loss: 1000.2616 - logcount_predictions_loss: 0.9845 291/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6501 - logits_profile_predictions_loss: 1000.2682 - logcount_predictions_loss: 0.9844 292/2062 [===>..........................] - ETA: 4:06 - loss: 1026.6501 - logits_profile_predictions_loss: 1000.2711 - logcount_predictions_loss: 0.9843 293/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6515 - logits_profile_predictions_loss: 1000.2753 - logcount_predictions_loss: 0.9842 294/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6522 - logits_profile_predictions_loss: 1000.2789 - logcount_predictions_loss: 0.9841 295/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6523 - logits_profile_predictions_loss: 1000.2819 - logcount_predictions_loss: 0.9840 296/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6505 - logits_profile_predictions_loss: 1000.2831 - logcount_predictions_loss: 0.9838 297/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6512 - logits_profile_predictions_loss: 1000.2869 - logcount_predictions_loss: 0.9837 298/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6496 - logits_profile_predictions_loss: 1000.2882 - logcount_predictions_loss: 0.9836 299/2062 [===>..........................] - ETA: 4:05 - loss: 1026.6464 - logits_profile_predictions_loss: 1000.2881 - logcount_predictions_loss: 0.9835 300/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6449 - logits_profile_predictions_loss: 1000.2896 - logcount_predictions_loss: 0.9834 301/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6462 - logits_profile_predictions_loss: 1000.2939 - logcount_predictions_loss: 0.9833 302/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6466 - logits_profile_predictions_loss: 1000.2973 - logcount_predictions_loss: 0.9832 303/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6457 - logits_profile_predictions_loss: 1000.2993 - logcount_predictions_loss: 0.9831 304/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6465 - logits_profile_predictions_loss: 1000.3031 - logcount_predictions_loss: 0.9829 305/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6458 - logits_profile_predictions_loss: 1000.3055 - logcount_predictions_loss: 0.9828 306/2062 [===>..........................] - ETA: 4:04 - loss: 1026.6449 - logits_profile_predictions_loss: 1000.3076 - logcount_predictions_loss: 0.9827 307/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6442 - logits_profile_predictions_loss: 1000.3100 - logcount_predictions_loss: 0.9826 308/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6450 - logits_profile_predictions_loss: 1000.3138 - logcount_predictions_loss: 0.9825 309/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6464 - logits_profile_predictions_loss: 1000.3182 - logcount_predictions_loss: 0.9824 310/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6482 - logits_profile_predictions_loss: 1000.3231 - logcount_predictions_loss: 0.9823 311/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6512 - logits_profile_predictions_loss: 1000.3290 - logcount_predictions_loss: 0.9822 312/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6547 - logits_profile_predictions_loss: 1000.3352 - logcount_predictions_loss: 0.9821 313/2062 [===>..........................] - ETA: 4:03 - loss: 1026.6581 - logits_profile_predictions_loss: 1000.3414 - logcount_predictions_loss: 0.9820 314/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6621 - logits_profile_predictions_loss: 1000.3481 - logcount_predictions_loss: 0.9819 315/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6653 - logits_profile_predictions_loss: 1000.3541 - logcount_predictions_loss: 0.9817 316/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6663 - logits_profile_predictions_loss: 1000.3579 - logcount_predictions_loss: 0.9816 317/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6656 - logits_profile_predictions_loss: 1000.3600 - logcount_predictions_loss: 0.9815 318/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6647 - logits_profile_predictions_loss: 1000.3619 - logcount_predictions_loss: 0.9814 319/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6639 - logits_profile_predictions_loss: 1000.3639 - logcount_predictions_loss: 0.9813 320/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6611 - logits_profile_predictions_loss: 1000.3638 - logcount_predictions_loss: 0.9812 321/2062 [===>..........................] - ETA: 4:02 - loss: 1026.6575 - logits_profile_predictions_loss: 1000.3629 - logcount_predictions_loss: 0.9811 322/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6530 - logits_profile_predictions_loss: 1000.3612 - logcount_predictions_loss: 0.9810 323/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6477 - logits_profile_predictions_loss: 1000.3587 - logcount_predictions_loss: 0.9809 324/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6434 - logits_profile_predictions_loss: 1000.3572 - logcount_predictions_loss: 0.9808 325/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6414 - logits_profile_predictions_loss: 1000.3582 - logcount_predictions_loss: 0.9807 326/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6401 - logits_profile_predictions_loss: 1000.3598 - logcount_predictions_loss: 0.9806 327/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6401 - logits_profile_predictions_loss: 1000.3626 - logcount_predictions_loss: 0.9805 328/2062 [===>..........................] - ETA: 4:01 - loss: 1026.6408 - logits_profile_predictions_loss: 1000.3662 - logcount_predictions_loss: 0.9804 329/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6406 - logits_profile_predictions_loss: 1000.3688 - logcount_predictions_loss: 0.9803 330/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6408 - logits_profile_predictions_loss: 1000.3719 - logcount_predictions_loss: 0.9802 331/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6415 - logits_profile_predictions_loss: 1000.3754 - logcount_predictions_loss: 0.9801 332/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6432 - logits_profile_predictions_loss: 1000.3799 - logcount_predictions_loss: 0.9800 333/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6463 - logits_profile_predictions_loss: 1000.3857 - logcount_predictions_loss: 0.9799 334/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6485 - logits_profile_predictions_loss: 1000.3906 - logcount_predictions_loss: 0.9798 335/2062 [===>..........................] - ETA: 4:00 - loss: 1026.6502 - logits_profile_predictions_loss: 1000.3951 - logcount_predictions_loss: 0.9797 336/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6537 - logits_profile_predictions_loss: 1000.4013 - logcount_predictions_loss: 0.9796 337/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6569 - logits_profile_predictions_loss: 1000.4071 - logcount_predictions_loss: 0.9795 338/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6588 - logits_profile_predictions_loss: 1000.4118 - logcount_predictions_loss: 0.9794 339/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6599 - logits_profile_predictions_loss: 1000.4156 - logcount_predictions_loss: 0.9793 340/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6620 - logits_profile_predictions_loss: 1000.4206 - logcount_predictions_loss: 0.9791 341/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6641 - logits_profile_predictions_loss: 1000.4255 - logcount_predictions_loss: 0.9790 342/2062 [===>..........................] - ETA: 3:59 - loss: 1026.6657 - logits_profile_predictions_loss: 1000.4299 - logcount_predictions_loss: 0.9789 343/2062 [===>..........................] - ETA: 3:58 - loss: 1026.6664 - logits_profile_predictions_loss: 1000.4333 - logcount_predictions_loss: 0.9788 344/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6708 - logits_profile_predictions_loss: 1000.4404 - logcount_predictions_loss: 0.9787 345/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6773 - logits_profile_predictions_loss: 1000.4495 - logcount_predictions_loss: 0.9786 346/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6850 - logits_profile_predictions_loss: 1000.4597 - logcount_predictions_loss: 0.9785 347/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6911 - logits_profile_predictions_loss: 1000.4682 - logcount_predictions_loss: 0.9785 348/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6953 - logits_profile_predictions_loss: 1000.4747 - logcount_predictions_loss: 0.9784 349/2062 [====>.........................] - ETA: 3:58 - loss: 1026.6990 - logits_profile_predictions_loss: 1000.4806 - logcount_predictions_loss: 0.9783 350/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7043 - logits_profile_predictions_loss: 1000.4882 - logcount_predictions_loss: 0.9782 351/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7110 - logits_profile_predictions_loss: 1000.4969 - logcount_predictions_loss: 0.9781 352/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7151 - logits_profile_predictions_loss: 1000.5033 - logcount_predictions_loss: 0.9780 353/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7189 - logits_profile_predictions_loss: 1000.5091 - logcount_predictions_loss: 0.9780 354/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7217 - logits_profile_predictions_loss: 1000.5141 - logcount_predictions_loss: 0.9779 355/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7247 - logits_profile_predictions_loss: 1000.5193 - logcount_predictions_loss: 0.9778 356/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7266 - logits_profile_predictions_loss: 1000.5233 - logcount_predictions_loss: 0.9777 357/2062 [====>.........................] - ETA: 3:57 - loss: 1026.7290 - logits_profile_predictions_loss: 1000.5277 - logcount_predictions_loss: 0.9776 358/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7313 - logits_profile_predictions_loss: 1000.5320 - logcount_predictions_loss: 0.9776 359/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7336 - logits_profile_predictions_loss: 1000.5361 - logcount_predictions_loss: 0.9775 360/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7364 - logits_profile_predictions_loss: 1000.5407 - logcount_predictions_loss: 0.9774 361/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7387 - logits_profile_predictions_loss: 1000.5448 - logcount_predictions_loss: 0.9774 362/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7388 - logits_profile_predictions_loss: 1000.5468 - logcount_predictions_loss: 0.9773 363/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7393 - logits_profile_predictions_loss: 1000.5490 - logcount_predictions_loss: 0.9772 364/2062 [====>.........................] - ETA: 3:56 - loss: 1026.7390 - logits_profile_predictions_loss: 1000.5504 - logcount_predictions_loss: 0.9772 365/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7387 - logits_profile_predictions_loss: 1000.5518 - logcount_predictions_loss: 0.9771 366/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7378 - logits_profile_predictions_loss: 1000.5526 - logcount_predictions_loss: 0.9770 367/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7384 - logits_profile_predictions_loss: 1000.5549 - logcount_predictions_loss: 0.9770 368/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7389 - logits_profile_predictions_loss: 1000.5569 - logcount_predictions_loss: 0.9769 369/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7382 - logits_profile_predictions_loss: 1000.5576 - logcount_predictions_loss: 0.9769 370/2062 [====>.........................] - ETA: 3:55 - loss: 1026.7388 - logits_profile_predictions_loss: 1000.5597 - logcount_predictions_loss: 0.9768 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logits_profile_predictions_loss: 1000.5606 - logcount_predictions_loss: 0.9758 391/2062 [====>.........................] - ETA: 3:52 - loss: 1026.7134 - logits_profile_predictions_loss: 1000.5625 - logcount_predictions_loss: 0.9758 392/2062 [====>.........................] - ETA: 3:52 - loss: 1026.7148 - logits_profile_predictions_loss: 1000.5652 - logcount_predictions_loss: 0.9757 393/2062 [====>.........................] - ETA: 3:51 - loss: 1026.7186 - logits_profile_predictions_loss: 1000.5703 - logcount_predictions_loss: 0.9757 394/2062 [====>.........................] - ETA: 3:51 - loss: 1026.7243 - logits_profile_predictions_loss: 1000.5772 - logcount_predictions_loss: 0.9756 395/2062 [====>.........................] - ETA: 3:51 - loss: 1026.7298 - logits_profile_predictions_loss: 1000.5840 - logcount_predictions_loss: 0.9756 396/2062 [====>.........................] - ETA: 3:51 - loss: 1026.7346 - logits_profile_predictions_loss: 1000.5900 - logcount_predictions_loss: 0.9755 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logits_profile_predictions_loss: 1000.6399 - logcount_predictions_loss: 0.9752 404/2062 [====>.........................] - ETA: 3:50 - loss: 1026.7813 - logits_profile_predictions_loss: 1000.6466 - logcount_predictions_loss: 0.9752 405/2062 [====>.........................] - ETA: 3:50 - loss: 1026.7892 - logits_profile_predictions_loss: 1000.6557 - logcount_predictions_loss: 0.9751 406/2062 [====>.........................] - ETA: 3:50 - loss: 1026.7971 - logits_profile_predictions_loss: 1000.6648 - logcount_predictions_loss: 0.9751 407/2062 [====>.........................] - ETA: 3:50 - loss: 1026.8039 - logits_profile_predictions_loss: 1000.6728 - logcount_predictions_loss: 0.9750 408/2062 [====>.........................] - ETA: 3:49 - loss: 1026.8118 - logits_profile_predictions_loss: 1000.6819 - logcount_predictions_loss: 0.9750 409/2062 [====>.........................] - ETA: 3:49 - loss: 1026.8199 - logits_profile_predictions_loss: 1000.6911 - logcount_predictions_loss: 0.9749 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logits_profile_predictions_loss: 1001.0258 - logcount_predictions_loss: 0.9735 443/2062 [=====>........................] - ETA: 3:45 - loss: 1027.1258 - logits_profile_predictions_loss: 1001.0370 - logcount_predictions_loss: 0.9735 444/2062 [=====>........................] - ETA: 3:44 - loss: 1027.1348 - logits_profile_predictions_loss: 1001.0469 - logcount_predictions_loss: 0.9734 445/2062 [=====>........................] - ETA: 3:44 - loss: 1027.1429 - logits_profile_predictions_loss: 1001.0561 - logcount_predictions_loss: 0.9734 446/2062 [=====>........................] - ETA: 3:44 - loss: 1027.1505 - logits_profile_predictions_loss: 1001.0646 - logcount_predictions_loss: 0.9733 447/2062 [=====>........................] - ETA: 3:44 - loss: 1027.1580 - logits_profile_predictions_loss: 1001.0731 - logcount_predictions_loss: 0.9733 448/2062 [=====>........................] - ETA: 3:44 - loss: 1027.1664 - logits_profile_predictions_loss: 1001.0825 - logcount_predictions_loss: 0.9733 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logits_profile_predictions_loss: 1001.1500 - logcount_predictions_loss: 0.9730 456/2062 [=====>........................] - ETA: 3:43 - loss: 1027.2356 - logits_profile_predictions_loss: 1001.1596 - logcount_predictions_loss: 0.9730 457/2062 [=====>........................] - ETA: 3:43 - loss: 1027.2432 - logits_profile_predictions_loss: 1001.1682 - logcount_predictions_loss: 0.9729 458/2062 [=====>........................] - ETA: 3:43 - loss: 1027.2510 - logits_profile_predictions_loss: 1001.1770 - logcount_predictions_loss: 0.9729 459/2062 [=====>........................] - ETA: 3:42 - loss: 1027.2591 - logits_profile_predictions_loss: 1001.1863 - logcount_predictions_loss: 0.9729 460/2062 [=====>........................] - ETA: 3:42 - loss: 1027.2664 - logits_profile_predictions_loss: 1001.1946 - logcount_predictions_loss: 0.9728 461/2062 [=====>........................] - ETA: 3:42 - loss: 1027.2733 - logits_profile_predictions_loss: 1001.2026 - logcount_predictions_loss: 0.9728 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logits_profile_predictions_loss: 1001.2719 - logcount_predictions_loss: 0.9725 469/2062 [=====>........................] - ETA: 3:41 - loss: 1027.3435 - logits_profile_predictions_loss: 1001.2812 - logcount_predictions_loss: 0.9725 470/2062 [=====>........................] - ETA: 3:41 - loss: 1027.3516 - logits_profile_predictions_loss: 1001.2904 - logcount_predictions_loss: 0.9724 471/2062 [=====>........................] - ETA: 3:41 - loss: 1027.3592 - logits_profile_predictions_loss: 1001.2990 - logcount_predictions_loss: 0.9724 472/2062 [=====>........................] - ETA: 3:41 - loss: 1027.3668 - logits_profile_predictions_loss: 1001.3076 - logcount_predictions_loss: 0.9723 473/2062 [=====>........................] - ETA: 3:40 - loss: 1027.3754 - logits_profile_predictions_loss: 1001.3171 - logcount_predictions_loss: 0.9723 474/2062 [=====>........................] - ETA: 3:40 - loss: 1027.3844 - logits_profile_predictions_loss: 1001.3269 - logcount_predictions_loss: 0.9723 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[..............................] - ETA: 4:48 - loss: 954.0126 - logits_profile_predictions_loss: 925.4598 - logcount_predictions_loss: 1.0654  3/2062 [..............................] - ETA: 4:46 - loss: 967.2872 - logits_profile_predictions_loss: 939.8855 - logcount_predictions_loss: 1.0225 4/2062 [..............................] - ETA: 4:46 - loss: 961.5155 - logits_profile_predictions_loss: 934.9005 - logcount_predictions_loss: 0.9931 5/2062 [..............................] - ETA: 4:46 - loss: 963.7693 - logits_profile_predictions_loss: 937.8012 - logcount_predictions_loss: 0.9690 6/2062 [..............................] - ETA: 4:45 - loss: 969.2689 - logits_profile_predictions_loss: 943.4836 - logcount_predictions_loss: 0.9621 7/2062 [..............................] - ETA: 4:45 - loss: 977.4733 - logits_profile_predictions_loss: 951.6762 - logcount_predictions_loss: 0.9626 8/2062 [..............................] - ETA: 4:45 - loss: 980.5421 - logits_profile_predictions_loss: 954.8219 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[===>..........................] - ETA: 4:03 - loss: 1019.1019 - logits_profile_predictions_loss: 994.3454 - logcount_predictions_loss: 0.9238 310/2062 [===>..........................] - ETA: 4:03 - loss: 1019.1367 - logits_profile_predictions_loss: 994.3810 - logcount_predictions_loss: 0.9237 311/2062 [===>..........................] - ETA: 4:03 - loss: 1019.1705 - logits_profile_predictions_loss: 994.4158 - logcount_predictions_loss: 0.9237 312/2062 [===>..........................] - ETA: 4:03 - loss: 1019.2059 - logits_profile_predictions_loss: 994.4521 - logcount_predictions_loss: 0.9237 313/2062 [===>..........................] - ETA: 4:02 - loss: 1019.2407 - logits_profile_predictions_loss: 994.4879 - logcount_predictions_loss: 0.9236 314/2062 [===>..........................] - ETA: 4:02 - loss: 1019.2752 - logits_profile_predictions_loss: 994.5234 - logcount_predictions_loss: 0.9236 315/2062 [===>..........................] - ETA: 4:02 - loss: 1019.3090 - logits_profile_predictions_loss: 994.5582 - logcount_predictions_loss: 0.9235 316/2062 [===>..........................] - ETA: 4:02 - loss: 1019.3429 - logits_profile_predictions_loss: 994.5932 - logcount_predictions_loss: 0.9235 317/2062 [===>..........................] - ETA: 4:02 - loss: 1019.3756 - logits_profile_predictions_loss: 994.6267 - logcount_predictions_loss: 0.9235 318/2062 [===>..........................] - ETA: 4:02 - loss: 1019.4092 - logits_profile_predictions_loss: 994.6613 - logcount_predictions_loss: 0.9234 319/2062 [===>..........................] - ETA: 4:02 - loss: 1019.4404 - logits_profile_predictions_loss: 994.6935 - logcount_predictions_loss: 0.9234 320/2062 [===>..........................] - ETA: 4:01 - loss: 1019.4704 - logits_profile_predictions_loss: 994.7246 - logcount_predictions_loss: 0.9234 321/2062 [===>..........................] - ETA: 4:01 - loss: 1019.4994 - logits_profile_predictions_loss: 994.7547 - logcount_predictions_loss: 0.9233 322/2062 [===>..........................] - ETA: 4:01 - loss: 1019.5282 - logits_profile_predictions_loss: 994.7845 - logcount_predictions_loss: 0.9233 323/2062 [===>..........................] - ETA: 4:01 - loss: 1019.5563 - logits_profile_predictions_loss: 994.8137 - logcount_predictions_loss: 0.9232 324/2062 [===>..........................] - ETA: 4:01 - loss: 1019.5845 - logits_profile_predictions_loss: 994.8431 - logcount_predictions_loss: 0.9232 325/2062 [===>..........................] - ETA: 4:01 - loss: 1019.6132 - logits_profile_predictions_loss: 994.8729 - logcount_predictions_loss: 0.9231 326/2062 [===>..........................] - ETA: 4:01 - loss: 1019.6412 - logits_profile_predictions_loss: 994.9020 - logcount_predictions_loss: 0.9231 327/2062 [===>..........................] - ETA: 4:00 - loss: 1019.6706 - logits_profile_predictions_loss: 994.9325 - logcount_predictions_loss: 0.9231 328/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7010 - logits_profile_predictions_loss: 994.9640 - logcount_predictions_loss: 0.9230 329/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7313 - logits_profile_predictions_loss: 994.9954 - logcount_predictions_loss: 0.9230 330/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7599 - logits_profile_predictions_loss: 995.0251 - logcount_predictions_loss: 0.9229 331/2062 [===>..........................] - ETA: 4:00 - loss: 1019.7897 - logits_profile_predictions_loss: 995.0559 - logcount_predictions_loss: 0.9229 332/2062 [===>..........................] - ETA: 4:00 - loss: 1019.8217 - logits_profile_predictions_loss: 995.0890 - logcount_predictions_loss: 0.9229 333/2062 [===>..........................] - ETA: 4:00 - loss: 1019.8530 - logits_profile_predictions_loss: 995.1215 - logcount_predictions_loss: 0.9228 334/2062 [===>..........................] - ETA: 4:00 - loss: 1019.8842 - logits_profile_predictions_loss: 995.1538 - logcount_predictions_loss: 0.9228 335/2062 [===>..........................] - ETA: 3:59 - loss: 1019.9141 - logits_profile_predictions_loss: 995.1849 - logcount_predictions_loss: 0.9227 336/2062 [===>..........................] - ETA: 3:59 - loss: 1019.9433 - logits_profile_predictions_loss: 995.2153 - logcount_predictions_loss: 0.9227 337/2062 [===>..........................] - ETA: 3:59 - loss: 1019.9738 - logits_profile_predictions_loss: 995.2469 - logcount_predictions_loss: 0.9226 338/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0034 - logits_profile_predictions_loss: 995.2776 - logcount_predictions_loss: 0.9226 339/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0344 - logits_profile_predictions_loss: 995.3096 - logcount_predictions_loss: 0.9226 340/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0646 - logits_profile_predictions_loss: 995.3410 - logcount_predictions_loss: 0.9225 341/2062 [===>..........................] - ETA: 3:59 - loss: 1020.0928 - logits_profile_predictions_loss: 995.3704 - logcount_predictions_loss: 0.9225 342/2062 [===>..........................] - ETA: 3:58 - loss: 1020.1215 - logits_profile_predictions_loss: 995.4002 - logcount_predictions_loss: 0.9224 343/2062 [===>..........................] - ETA: 3:58 - loss: 1020.1511 - logits_profile_predictions_loss: 995.4309 - logcount_predictions_loss: 0.9224 344/2062 [====>.........................] - ETA: 3:58 - loss: 1020.1798 - logits_profile_predictions_loss: 995.4608 - logcount_predictions_loss: 0.9224 345/2062 [====>.........................] - ETA: 3:58 - loss: 1020.2089 - logits_profile_predictions_loss: 995.4911 - logcount_predictions_loss: 0.9223 346/2062 [====>.........................] - ETA: 3:58 - loss: 1020.2411 - logits_profile_predictions_loss: 995.5245 - logcount_predictions_loss: 0.9223 347/2062 [====>.........................] - ETA: 3:58 - loss: 1020.2729 - logits_profile_predictions_loss: 995.5575 - logcount_predictions_loss: 0.9222 348/2062 [====>.........................] - ETA: 3:58 - loss: 1020.3029 - logits_profile_predictions_loss: 995.5886 - logcount_predictions_loss: 0.9222 349/2062 [====>.........................] - ETA: 3:58 - loss: 1020.3327 - logits_profile_predictions_loss: 995.6194 - logcount_predictions_loss: 0.9221 350/2062 [====>.........................] - ETA: 3:57 - loss: 1020.3643 - logits_profile_predictions_loss: 995.6519 - logcount_predictions_loss: 0.9221 351/2062 [====>.........................] - ETA: 3:57 - loss: 1020.3943 - logits_profile_predictions_loss: 995.6830 - logcount_predictions_loss: 0.9221 352/2062 [====>.........................] - ETA: 3:57 - loss: 1020.4254 - logits_profile_predictions_loss: 995.7150 - logcount_predictions_loss: 0.9220 353/2062 [====>.........................] - ETA: 3:57 - loss: 1020.4553 - logits_profile_predictions_loss: 995.7461 - logcount_predictions_loss: 0.9220 354/2062 [====>.........................] - ETA: 3:57 - loss: 1020.4844 - logits_profile_predictions_loss: 995.7761 - logcount_predictions_loss: 0.9220 355/2062 [====>.........................] - ETA: 3:57 - loss: 1020.5132 - logits_profile_predictions_loss: 995.8060 - logcount_predictions_loss: 0.9219 356/2062 [====>.........................] - ETA: 3:57 - loss: 1020.5408 - logits_profile_predictions_loss: 995.8347 - logcount_predictions_loss: 0.9219 357/2062 [====>.........................] - ETA: 3:56 - loss: 1020.5677 - logits_profile_predictions_loss: 995.8626 - logcount_predictions_loss: 0.9218 358/2062 [====>.........................] - ETA: 3:56 - loss: 1020.5948 - logits_profile_predictions_loss: 995.8908 - logcount_predictions_loss: 0.9218 359/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6214 - logits_profile_predictions_loss: 995.9185 - logcount_predictions_loss: 0.9218 360/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6475 - logits_profile_predictions_loss: 995.9458 - logcount_predictions_loss: 0.9217 361/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6736 - logits_profile_predictions_loss: 995.9730 - logcount_predictions_loss: 0.9217 362/2062 [====>.........................] - ETA: 3:56 - loss: 1020.6988 - logits_profile_predictions_loss: 995.9994 - logcount_predictions_loss: 0.9216 363/2062 [====>.........................] - ETA: 3:56 - loss: 1020.7242 - logits_profile_predictions_loss: 996.0259 - logcount_predictions_loss: 0.9216 364/2062 [====>.........................] - ETA: 3:55 - loss: 1020.7484 - logits_profile_predictions_loss: 996.0512 - logcount_predictions_loss: 0.9215 365/2062 [====>.........................] - ETA: 3:55 - loss: 1020.7733 - logits_profile_predictions_loss: 996.0772 - logcount_predictions_loss: 0.9215 366/2062 [====>.........................] - ETA: 3:55 - loss: 1020.7969 - logits_profile_predictions_loss: 996.1021 - logcount_predictions_loss: 0.9215 367/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8204 - logits_profile_predictions_loss: 996.1267 - logcount_predictions_loss: 0.9214 368/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8444 - logits_profile_predictions_loss: 996.1517 - logcount_predictions_loss: 0.9214 369/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8675 - logits_profile_predictions_loss: 996.1760 - logcount_predictions_loss: 0.9213 370/2062 [====>.........................] - ETA: 3:55 - loss: 1020.8889 - logits_profile_predictions_loss: 996.1986 - logcount_predictions_loss: 0.9213 371/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9089 - logits_profile_predictions_loss: 996.2198 - logcount_predictions_loss: 0.9212 372/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9281 - logits_profile_predictions_loss: 996.2402 - logcount_predictions_loss: 0.9212 373/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9478 - logits_profile_predictions_loss: 996.2610 - logcount_predictions_loss: 0.9211 374/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9693 - logits_profile_predictions_loss: 996.2838 - logcount_predictions_loss: 0.9211 375/2062 [====>.........................] - ETA: 3:54 - loss: 1020.9922 - logits_profile_predictions_loss: 996.3079 - logcount_predictions_loss: 0.9211 376/2062 [====>.........................] - ETA: 3:54 - loss: 1021.0153 - logits_profile_predictions_loss: 996.3321 - logcount_predictions_loss: 0.9210 377/2062 [====>.........................] - ETA: 3:54 - loss: 1021.0366 - logits_profile_predictions_loss: 996.3545 - logcount_predictions_loss: 0.9210 378/2062 [====>.........................] - ETA: 3:53 - loss: 1021.0592 - logits_profile_predictions_loss: 996.3782 - logcount_predictions_loss: 0.9209 379/2062 [====>.........................] - ETA: 3:53 - loss: 1021.0822 - logits_profile_predictions_loss: 996.4023 - logcount_predictions_loss: 0.9209 380/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1059 - logits_profile_predictions_loss: 996.4269 - logcount_predictions_loss: 0.9209 381/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1282 - logits_profile_predictions_loss: 996.4504 - logcount_predictions_loss: 0.9208 382/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1508 - logits_profile_predictions_loss: 996.4740 - logcount_predictions_loss: 0.9208 383/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1732 - logits_profile_predictions_loss: 996.4974 - logcount_predictions_loss: 0.9207 384/2062 [====>.........................] - ETA: 3:53 - loss: 1021.1960 - logits_profile_predictions_loss: 996.5212 - logcount_predictions_loss: 0.9207 385/2062 [====>.........................] - ETA: 3:53 - loss: 1021.2185 - logits_profile_predictions_loss: 996.5447 - logcount_predictions_loss: 0.9207 386/2062 [====>.........................] - ETA: 3:52 - loss: 1021.2416 - logits_profile_predictions_loss: 996.5688 - logcount_predictions_loss: 0.9206 387/2062 [====>.........................] - ETA: 3:52 - loss: 1021.2664 - logits_profile_predictions_loss: 996.5946 - logcount_predictions_loss: 0.9206 388/2062 [====>.........................] - ETA: 3:52 - loss: 1021.2905 - logits_profile_predictions_loss: 996.6198 - logcount_predictions_loss: 0.9206 389/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3144 - logits_profile_predictions_loss: 996.6449 - logcount_predictions_loss: 0.9205 390/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3372 - logits_profile_predictions_loss: 996.6688 - logcount_predictions_loss: 0.9205 391/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3593 - logits_profile_predictions_loss: 996.6920 - logcount_predictions_loss: 0.9204 392/2062 [====>.........................] - ETA: 3:52 - loss: 1021.3811 - logits_profile_predictions_loss: 996.7149 - logcount_predictions_loss: 0.9204 393/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4036 - logits_profile_predictions_loss: 996.7385 - logcount_predictions_loss: 0.9203 394/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4260 - logits_profile_predictions_loss: 996.7620 - logcount_predictions_loss: 0.9203 395/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4480 - logits_profile_predictions_loss: 996.7852 - logcount_predictions_loss: 0.9203 396/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4717 - logits_profile_predictions_loss: 996.8099 - logcount_predictions_loss: 0.9202 397/2062 [====>.........................] - ETA: 3:51 - loss: 1021.4942 - logits_profile_predictions_loss: 996.8335 - logcount_predictions_loss: 0.9202 398/2062 [====>.........................] - ETA: 3:51 - loss: 1021.5165 - logits_profile_predictions_loss: 996.8569 - logcount_predictions_loss: 0.9201 399/2062 [====>.........................] - ETA: 3:51 - loss: 1021.5391 - logits_profile_predictions_loss: 996.8806 - logcount_predictions_loss: 0.9201 400/2062 [====>.........................] - ETA: 3:50 - loss: 1021.5609 - logits_profile_predictions_loss: 996.9036 - logcount_predictions_loss: 0.9201 401/2062 [====>.........................] - ETA: 3:50 - loss: 1021.5834 - logits_profile_predictions_loss: 996.9271 - logcount_predictions_loss: 0.9200 402/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6047 - logits_profile_predictions_loss: 996.9495 - logcount_predictions_loss: 0.9200 403/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6257 - logits_profile_predictions_loss: 996.9715 - logcount_predictions_loss: 0.9199 404/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6477 - logits_profile_predictions_loss: 996.9946 - logcount_predictions_loss: 0.9199 405/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6701 - logits_profile_predictions_loss: 997.0180 - logcount_predictions_loss: 0.9199 406/2062 [====>.........................] - ETA: 3:50 - loss: 1021.6920 - logits_profile_predictions_loss: 997.0410 - logcount_predictions_loss: 0.9198 407/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7133 - logits_profile_predictions_loss: 997.0633 - logcount_predictions_loss: 0.9198 408/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7339 - logits_profile_predictions_loss: 997.0850 - logcount_predictions_loss: 0.9197 409/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7554 - logits_profile_predictions_loss: 997.1074 - logcount_predictions_loss: 0.9197 410/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7770 - logits_profile_predictions_loss: 997.1300 - logcount_predictions_loss: 0.9197 411/2062 [====>.........................] - ETA: 3:49 - loss: 1021.7994 - logits_profile_predictions_loss: 997.1534 - logcount_predictions_loss: 0.9196 412/2062 [====>.........................] - ETA: 3:49 - loss: 1021.8219 - logits_profile_predictions_loss: 997.1768 - logcount_predictions_loss: 0.9196 413/2062 [=====>........................] - ETA: 3:49 - loss: 1021.8444 - logits_profile_predictions_loss: 997.2003 - logcount_predictions_loss: 0.9196 414/2062 [=====>........................] - ETA: 3:48 - loss: 1021.8666 - logits_profile_predictions_loss: 997.2234 - logcount_predictions_loss: 0.9195 415/2062 [=====>........................] - ETA: 3:48 - loss: 1021.8897 - logits_profile_predictions_loss: 997.2475 - logcount_predictions_loss: 0.9195 416/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9125 - logits_profile_predictions_loss: 997.2712 - logcount_predictions_loss: 0.9195 417/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9352 - logits_profile_predictions_loss: 997.2948 - logcount_predictions_loss: 0.9194 418/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9570 - logits_profile_predictions_loss: 997.3176 - logcount_predictions_loss: 0.9194 419/2062 [=====>........................] - ETA: 3:48 - loss: 1021.9786 - logits_profile_predictions_loss: 997.3402 - logcount_predictions_loss: 0.9193 420/2062 [=====>........................] - ETA: 3:48 - loss: 1022.0006 - logits_profile_predictions_loss: 997.3631 - logcount_predictions_loss: 0.9193 421/2062 [=====>........................] - ETA: 3:48 - loss: 1022.0233 - logits_profile_predictions_loss: 997.3868 - logcount_predictions_loss: 0.9193 422/2062 [=====>........................] - ETA: 3:47 - loss: 1022.0463 - logits_profile_predictions_loss: 997.4107 - logcount_predictions_loss: 0.9192 423/2062 [=====>........................] - ETA: 3:47 - loss: 1022.0699 - logits_profile_predictions_loss: 997.4351 - logcount_predictions_loss: 0.9192 424/2062 [=====>........................] - ETA: 3:47 - loss: 1022.0933 - logits_profile_predictions_loss: 997.4594 - logcount_predictions_loss: 0.9192 425/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1150 - logits_profile_predictions_loss: 997.4820 - logcount_predictions_loss: 0.9191 426/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1372 - logits_profile_predictions_loss: 997.5050 - logcount_predictions_loss: 0.9191 427/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1594 - logits_profile_predictions_loss: 997.5281 - logcount_predictions_loss: 0.9191 428/2062 [=====>........................] - ETA: 3:47 - loss: 1022.1805 - logits_profile_predictions_loss: 997.5500 - logcount_predictions_loss: 0.9190 429/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2008 - logits_profile_predictions_loss: 997.5713 - logcount_predictions_loss: 0.9190 430/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2210 - logits_profile_predictions_loss: 997.5924 - logcount_predictions_loss: 0.9190 431/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2404 - logits_profile_predictions_loss: 997.6126 - logcount_predictions_loss: 0.9189 432/2062 [=====>........................] - ETA: 3:46 - loss: 1022.2606 - 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val_loss: 1063.6530 - val_logits_profile_predictions_loss: 1038.2673 - val_logcount_predictions_loss: 0.9472 + +Epoch 00005: val_loss did not improve from 1062.39807 +Epoch 6/50 + 1/2062 [..............................] - ETA: 5:17 - loss: 1260.6743 - logits_profile_predictions_loss: 1240.0696 - logcount_predictions_loss: 0.7688 2/2062 [..............................] - ETA: 4:46 - loss: 1209.5902 - logits_profile_predictions_loss: 1188.4813 - logcount_predictions_loss: 0.7876 3/2062 [..............................] - ETA: 4:47 - loss: 1168.9244 - logits_profile_predictions_loss: 1147.9764 - logcount_predictions_loss: 0.7816 4/2062 [..............................] - ETA: 4:46 - loss: 1144.9996 - logits_profile_predictions_loss: 1124.0396 - logcount_predictions_loss: 0.7821 5/2062 [..............................] - ETA: 4:46 - loss: 1120.9146 - logits_profile_predictions_loss: 1099.9214 - logcount_predictions_loss: 0.7833 6/2062 [..............................] - ETA: 4:45 - loss: 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[===>..........................] - ETA: 4:06 - loss: 1013.2507 - logits_profile_predictions_loss: 990.5294 - logcount_predictions_loss: 0.8478 287/2062 [===>..........................] - ETA: 4:06 - loss: 1013.2306 - logits_profile_predictions_loss: 990.5082 - logcount_predictions_loss: 0.8478 288/2062 [===>..........................] - ETA: 4:06 - loss: 1013.2081 - logits_profile_predictions_loss: 990.4845 - logcount_predictions_loss: 0.8479 289/2062 [===>..........................] - ETA: 4:06 - loss: 1013.1861 - logits_profile_predictions_loss: 990.4615 - logcount_predictions_loss: 0.8479 290/2062 [===>..........................] - ETA: 4:06 - loss: 1013.1651 - logits_profile_predictions_loss: 990.4394 - logcount_predictions_loss: 0.8480 291/2062 [===>..........................] - ETA: 4:06 - loss: 1013.1436 - logits_profile_predictions_loss: 990.4168 - logcount_predictions_loss: 0.8480 292/2062 [===>..........................] - ETA: 4:05 - loss: 1013.1239 - logits_profile_predictions_loss: 990.3962 - logcount_predictions_loss: 0.8480 293/2062 [===>..........................] - ETA: 4:05 - loss: 1013.1052 - logits_profile_predictions_loss: 990.3763 - logcount_predictions_loss: 0.8481 294/2062 [===>..........................] - ETA: 4:05 - loss: 1013.0864 - logits_profile_predictions_loss: 990.3561 - logcount_predictions_loss: 0.8481 295/2062 [===>..........................] - ETA: 4:05 - loss: 1013.0657 - logits_profile_predictions_loss: 990.3342 - logcount_predictions_loss: 0.8482 296/2062 [===>..........................] - ETA: 4:05 - loss: 1013.0462 - logits_profile_predictions_loss: 990.3135 - logcount_predictions_loss: 0.8482 297/2062 [===>..........................] - ETA: 4:05 - loss: 1013.0272 - logits_profile_predictions_loss: 990.2933 - logcount_predictions_loss: 0.8483 298/2062 [===>..........................] - ETA: 4:05 - loss: 1013.0062 - logits_profile_predictions_loss: 990.2710 - logcount_predictions_loss: 0.8483 299/2062 [===>..........................] - ETA: 4:04 - loss: 1012.9865 - logits_profile_predictions_loss: 990.2500 - logcount_predictions_loss: 0.8484 300/2062 [===>..........................] - ETA: 4:04 - loss: 1012.9670 - logits_profile_predictions_loss: 990.2291 - logcount_predictions_loss: 0.8484 301/2062 [===>..........................] - ETA: 4:04 - loss: 1012.9458 - logits_profile_predictions_loss: 990.2067 - logcount_predictions_loss: 0.8485 302/2062 [===>..........................] - ETA: 4:04 - loss: 1012.9255 - logits_profile_predictions_loss: 990.1850 - logcount_predictions_loss: 0.8485 303/2062 [===>..........................] - ETA: 4:04 - loss: 1012.9062 - logits_profile_predictions_loss: 990.1643 - logcount_predictions_loss: 0.8486 304/2062 [===>..........................] - ETA: 4:04 - loss: 1012.8880 - logits_profile_predictions_loss: 990.1447 - logcount_predictions_loss: 0.8486 305/2062 [===>..........................] - ETA: 4:04 - loss: 1012.8691 - logits_profile_predictions_loss: 990.1244 - logcount_predictions_loss: 0.8487 306/2062 [===>..........................] - ETA: 4:03 - loss: 1012.8524 - logits_profile_predictions_loss: 990.1063 - logcount_predictions_loss: 0.8487 307/2062 [===>..........................] - ETA: 4:03 - loss: 1012.8346 - logits_profile_predictions_loss: 990.0871 - logcount_predictions_loss: 0.8488 308/2062 [===>..........................] - ETA: 4:03 - loss: 1012.8159 - logits_profile_predictions_loss: 990.0670 - logcount_predictions_loss: 0.8488 309/2062 [===>..........................] - ETA: 4:03 - loss: 1012.7977 - logits_profile_predictions_loss: 990.0474 - logcount_predictions_loss: 0.8489 310/2062 [===>..........................] - ETA: 4:03 - loss: 1012.7825 - logits_profile_predictions_loss: 990.0307 - logcount_predictions_loss: 0.8489 311/2062 [===>..........................] - ETA: 4:03 - loss: 1012.7682 - logits_profile_predictions_loss: 990.0150 - logcount_predictions_loss: 0.8490 312/2062 [===>..........................] - ETA: 4:03 - loss: 1012.7523 - logits_profile_predictions_loss: 989.9975 - logcount_predictions_loss: 0.8490 313/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7398 - logits_profile_predictions_loss: 989.9834 - logcount_predictions_loss: 0.8491 314/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7303 - logits_profile_predictions_loss: 989.9724 - logcount_predictions_loss: 0.8492 315/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7207 - logits_profile_predictions_loss: 989.9614 - logcount_predictions_loss: 0.8492 316/2062 [===>..........................] - ETA: 4:02 - loss: 1012.7098 - logits_profile_predictions_loss: 989.9490 - logcount_predictions_loss: 0.8493 317/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6978 - logits_profile_predictions_loss: 989.9356 - logcount_predictions_loss: 0.8493 318/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6875 - logits_profile_predictions_loss: 989.9239 - logcount_predictions_loss: 0.8494 319/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6771 - logits_profile_predictions_loss: 989.9121 - logcount_predictions_loss: 0.8494 320/2062 [===>..........................] - ETA: 4:02 - loss: 1012.6646 - logits_profile_predictions_loss: 989.8983 - logcount_predictions_loss: 0.8495 321/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6517 - logits_profile_predictions_loss: 989.8840 - logcount_predictions_loss: 0.8495 322/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6398 - logits_profile_predictions_loss: 989.8708 - logcount_predictions_loss: 0.8496 323/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6266 - logits_profile_predictions_loss: 989.8561 - logcount_predictions_loss: 0.8496 324/2062 [===>..........................] - ETA: 4:01 - loss: 1012.6126 - logits_profile_predictions_loss: 989.8407 - logcount_predictions_loss: 0.8497 325/2062 [===>..........................] - ETA: 4:01 - loss: 1012.5986 - logits_profile_predictions_loss: 989.8252 - logcount_predictions_loss: 0.8497 326/2062 [===>..........................] - ETA: 4:01 - loss: 1012.5847 - logits_profile_predictions_loss: 989.8100 - logcount_predictions_loss: 0.8498 327/2062 [===>..........................] - ETA: 4:01 - loss: 1012.5707 - logits_profile_predictions_loss: 989.7944 - logcount_predictions_loss: 0.8499 328/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5578 - logits_profile_predictions_loss: 989.7799 - logcount_predictions_loss: 0.8499 329/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5432 - logits_profile_predictions_loss: 989.7639 - logcount_predictions_loss: 0.8500 330/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5289 - logits_profile_predictions_loss: 989.7481 - logcount_predictions_loss: 0.8500 331/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5160 - logits_profile_predictions_loss: 989.7338 - logcount_predictions_loss: 0.8501 332/2062 [===>..........................] - ETA: 4:00 - loss: 1012.5038 - logits_profile_predictions_loss: 989.7202 - logcount_predictions_loss: 0.8501 333/2062 [===>..........................] - ETA: 4:00 - loss: 1012.4900 - logits_profile_predictions_loss: 989.7052 - logcount_predictions_loss: 0.8502 334/2062 [===>..........................] - ETA: 4:00 - loss: 1012.4758 - logits_profile_predictions_loss: 989.6896 - logcount_predictions_loss: 0.8502 335/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4621 - logits_profile_predictions_loss: 989.6746 - logcount_predictions_loss: 0.8503 336/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4510 - logits_profile_predictions_loss: 989.6622 - logcount_predictions_loss: 0.8503 337/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4401 - logits_profile_predictions_loss: 989.6499 - logcount_predictions_loss: 0.8504 338/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4279 - logits_profile_predictions_loss: 989.6365 - logcount_predictions_loss: 0.8504 339/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4152 - logits_profile_predictions_loss: 989.6225 - logcount_predictions_loss: 0.8505 340/2062 [===>..........................] - ETA: 3:59 - loss: 1012.4028 - logits_profile_predictions_loss: 989.6088 - logcount_predictions_loss: 0.8505 341/2062 [===>..........................] - ETA: 3:59 - loss: 1012.3906 - logits_profile_predictions_loss: 989.5953 - logcount_predictions_loss: 0.8506 342/2062 [===>..........................] - ETA: 3:58 - loss: 1012.3765 - logits_profile_predictions_loss: 989.5799 - logcount_predictions_loss: 0.8506 343/2062 [===>..........................] - ETA: 3:58 - loss: 1012.3615 - logits_profile_predictions_loss: 989.5638 - logcount_predictions_loss: 0.8507 344/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3468 - logits_profile_predictions_loss: 989.5479 - logcount_predictions_loss: 0.8507 345/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3318 - logits_profile_predictions_loss: 989.5317 - logcount_predictions_loss: 0.8507 346/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3174 - logits_profile_predictions_loss: 989.5162 - logcount_predictions_loss: 0.8508 347/2062 [====>.........................] - ETA: 3:58 - loss: 1012.3046 - logits_profile_predictions_loss: 989.5022 - logcount_predictions_loss: 0.8508 348/2062 [====>.........................] - ETA: 3:58 - loss: 1012.2901 - logits_profile_predictions_loss: 989.4867 - logcount_predictions_loss: 0.8509 349/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2747 - logits_profile_predictions_loss: 989.4703 - logcount_predictions_loss: 0.8509 350/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2593 - logits_profile_predictions_loss: 989.4539 - logcount_predictions_loss: 0.8509 351/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2447 - logits_profile_predictions_loss: 989.4382 - logcount_predictions_loss: 0.8510 352/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2307 - logits_profile_predictions_loss: 989.4232 - logcount_predictions_loss: 0.8510 353/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2172 - logits_profile_predictions_loss: 989.4086 - logcount_predictions_loss: 0.8511 354/2062 [====>.........................] - ETA: 3:57 - loss: 1012.2041 - logits_profile_predictions_loss: 989.3945 - logcount_predictions_loss: 0.8511 355/2062 [====>.........................] - ETA: 3:57 - loss: 1012.1919 - logits_profile_predictions_loss: 989.3814 - logcount_predictions_loss: 0.8511 356/2062 [====>.........................] - ETA: 3:57 - loss: 1012.1792 - logits_profile_predictions_loss: 989.3677 - logcount_predictions_loss: 0.8512 357/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1666 - logits_profile_predictions_loss: 989.3541 - logcount_predictions_loss: 0.8512 358/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1553 - logits_profile_predictions_loss: 989.3418 - logcount_predictions_loss: 0.8512 359/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1434 - logits_profile_predictions_loss: 989.3291 - logcount_predictions_loss: 0.8513 360/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1308 - logits_profile_predictions_loss: 989.3156 - logcount_predictions_loss: 0.8513 361/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1186 - logits_profile_predictions_loss: 989.3026 - logcount_predictions_loss: 0.8513 362/2062 [====>.........................] - ETA: 3:56 - loss: 1012.1051 - logits_profile_predictions_loss: 989.2884 - logcount_predictions_loss: 0.8514 363/2062 [====>.........................] - ETA: 3:56 - loss: 1012.0906 - logits_profile_predictions_loss: 989.2731 - logcount_predictions_loss: 0.8514 364/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0769 - logits_profile_predictions_loss: 989.2585 - logcount_predictions_loss: 0.8514 365/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0627 - logits_profile_predictions_loss: 989.2436 - logcount_predictions_loss: 0.8514 366/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0499 - logits_profile_predictions_loss: 989.2299 - logcount_predictions_loss: 0.8515 367/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0384 - logits_profile_predictions_loss: 989.2176 - logcount_predictions_loss: 0.8515 368/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0278 - logits_profile_predictions_loss: 989.2063 - logcount_predictions_loss: 0.8515 369/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0164 - logits_profile_predictions_loss: 989.1941 - logcount_predictions_loss: 0.8516 370/2062 [====>.........................] - ETA: 3:55 - loss: 1012.0032 - logits_profile_predictions_loss: 989.1801 - logcount_predictions_loss: 0.8516 371/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9910 - logits_profile_predictions_loss: 989.1672 - logcount_predictions_loss: 0.8516 372/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9803 - logits_profile_predictions_loss: 989.1559 - logcount_predictions_loss: 0.8516 373/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9695 - logits_profile_predictions_loss: 989.1443 - logcount_predictions_loss: 0.8517 374/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9604 - logits_profile_predictions_loss: 989.1345 - logcount_predictions_loss: 0.8517 375/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9490 - logits_profile_predictions_loss: 989.1223 - logcount_predictions_loss: 0.8517 376/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9382 - logits_profile_predictions_loss: 989.1107 - logcount_predictions_loss: 0.8518 377/2062 [====>.........................] - ETA: 3:54 - loss: 1011.9292 - logits_profile_predictions_loss: 989.1008 - logcount_predictions_loss: 0.8518 378/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9215 - logits_profile_predictions_loss: 989.0922 - logcount_predictions_loss: 0.8518 379/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9151 - logits_profile_predictions_loss: 989.0849 - logcount_predictions_loss: 0.8519 380/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9097 - logits_profile_predictions_loss: 989.0785 - logcount_predictions_loss: 0.8519 381/2062 [====>.........................] - ETA: 3:53 - loss: 1011.9026 - logits_profile_predictions_loss: 989.0705 - logcount_predictions_loss: 0.8519 382/2062 [====>.........................] - ETA: 3:53 - loss: 1011.8940 - logits_profile_predictions_loss: 989.0608 - logcount_predictions_loss: 0.8520 383/2062 [====>.........................] - ETA: 3:53 - loss: 1011.8858 - logits_profile_predictions_loss: 989.0516 - logcount_predictions_loss: 0.8520 384/2062 [====>.........................] - ETA: 3:53 - loss: 1011.8760 - logits_profile_predictions_loss: 989.0408 - logcount_predictions_loss: 0.8520 385/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8680 - logits_profile_predictions_loss: 989.0317 - logcount_predictions_loss: 0.8521 386/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8583 - logits_profile_predictions_loss: 989.0210 - logcount_predictions_loss: 0.8521 387/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8488 - logits_profile_predictions_loss: 989.0103 - logcount_predictions_loss: 0.8522 388/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8385 - logits_profile_predictions_loss: 988.9989 - logcount_predictions_loss: 0.8522 389/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8281 - logits_profile_predictions_loss: 988.9873 - logcount_predictions_loss: 0.8523 390/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8182 - logits_profile_predictions_loss: 988.9763 - logcount_predictions_loss: 0.8523 391/2062 [====>.........................] - ETA: 3:52 - loss: 1011.8078 - logits_profile_predictions_loss: 988.9648 - logcount_predictions_loss: 0.8523 392/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7970 - logits_profile_predictions_loss: 988.9529 - logcount_predictions_loss: 0.8524 393/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7860 - logits_profile_predictions_loss: 988.9408 - logcount_predictions_loss: 0.8524 394/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7766 - logits_profile_predictions_loss: 988.9302 - logcount_predictions_loss: 0.8525 395/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7670 - logits_profile_predictions_loss: 988.9194 - logcount_predictions_loss: 0.8525 396/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7553 - logits_profile_predictions_loss: 988.9066 - logcount_predictions_loss: 0.8526 397/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7435 - logits_profile_predictions_loss: 988.8936 - logcount_predictions_loss: 0.8526 398/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7308 - logits_profile_predictions_loss: 988.8797 - logcount_predictions_loss: 0.8526 399/2062 [====>.........................] - ETA: 3:51 - loss: 1011.7174 - logits_profile_predictions_loss: 988.8652 - logcount_predictions_loss: 0.8527 400/2062 [====>.........................] - ETA: 3:50 - loss: 1011.7049 - logits_profile_predictions_loss: 988.8515 - logcount_predictions_loss: 0.8527 401/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6931 - logits_profile_predictions_loss: 988.8385 - logcount_predictions_loss: 0.8528 402/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6820 - logits_profile_predictions_loss: 988.8263 - logcount_predictions_loss: 0.8528 403/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6708 - logits_profile_predictions_loss: 988.8139 - logcount_predictions_loss: 0.8529 404/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6601 - logits_profile_predictions_loss: 988.8021 - logcount_predictions_loss: 0.8529 405/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6509 - logits_profile_predictions_loss: 988.7916 - logcount_predictions_loss: 0.8529 406/2062 [====>.........................] - ETA: 3:50 - loss: 1011.6429 - logits_profile_predictions_loss: 988.7824 - logcount_predictions_loss: 0.8530 407/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6344 - logits_profile_predictions_loss: 988.7726 - logcount_predictions_loss: 0.8530 408/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6263 - logits_profile_predictions_loss: 988.7633 - logcount_predictions_loss: 0.8531 409/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6193 - logits_profile_predictions_loss: 988.7550 - logcount_predictions_loss: 0.8531 410/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6120 - logits_profile_predictions_loss: 988.7465 - logcount_predictions_loss: 0.8532 411/2062 [====>.........................] - ETA: 3:49 - loss: 1011.6053 - logits_profile_predictions_loss: 988.7387 - logcount_predictions_loss: 0.8532 412/2062 [====>.........................] - ETA: 3:49 - loss: 1011.5983 - logits_profile_predictions_loss: 988.7305 - logcount_predictions_loss: 0.8533 413/2062 [=====>........................] - ETA: 3:49 - loss: 1011.5933 - logits_profile_predictions_loss: 988.7244 - logcount_predictions_loss: 0.8533 414/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5871 - logits_profile_predictions_loss: 988.7171 - logcount_predictions_loss: 0.8533 415/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5823 - logits_profile_predictions_loss: 988.7112 - logcount_predictions_loss: 0.8534 416/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5767 - logits_profile_predictions_loss: 988.7045 - logcount_predictions_loss: 0.8534 417/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5728 - logits_profile_predictions_loss: 988.6994 - logcount_predictions_loss: 0.8535 418/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5675 - logits_profile_predictions_loss: 988.6930 - logcount_predictions_loss: 0.8535 419/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5632 - logits_profile_predictions_loss: 988.6875 - logcount_predictions_loss: 0.8536 420/2062 [=====>........................] - ETA: 3:48 - loss: 1011.5601 - logits_profile_predictions_loss: 988.6833 - logcount_predictions_loss: 0.8536 421/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5578 - logits_profile_predictions_loss: 988.6798 - logcount_predictions_loss: 0.8536 422/2062 [=====>........................] - ETA: 3:47 - loss: 1011.5553 - 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logits_profile_predictions_loss: 986.2185 - logcount_predictions_loss: 0.8649 2061/2062 [============================>.] - ETA: 0s - loss: 1009.3975 - logits_profile_predictions_loss: 986.2186 - logcount_predictions_loss: 0.8649 2062/2062 [==============================] - ETA: 0s - loss: 1009.3976 - logits_profile_predictions_loss: 986.2187 - logcount_predictions_loss: 0.8649 2062/2062 [==============================] - 299s 145ms/step - loss: 1009.3977 - logits_profile_predictions_loss: 986.2188 - logcount_predictions_loss: 0.8649 - val_loss: 1068.1677 - val_logits_profile_predictions_loss: 1040.6189 - val_logcount_predictions_loss: 1.0279 + +Epoch 00006: val_loss did not improve from 1062.39807 +Epoch 7/50 + 1/2062 [..............................] - ETA: 5:20 - loss: 1058.6624 - logits_profile_predictions_loss: 1037.3829 - logcount_predictions_loss: 0.7940 2/2062 [..............................] - ETA: 4:49 - loss: 1085.6752 - logits_profile_predictions_loss: 1065.1926 - logcount_predictions_loss: 0.7643 3/2062 [..............................] - ETA: 4:48 - loss: 1074.5232 - logits_profile_predictions_loss: 1054.5219 - logcount_predictions_loss: 0.7463 4/2062 [..............................] - ETA: 4:49 - loss: 1082.2079 - logits_profile_predictions_loss: 1062.3391 - logcount_predictions_loss: 0.7414 5/2062 [..............................] - ETA: 4:48 - loss: 1081.2313 - logits_profile_predictions_loss: 1061.4598 - logcount_predictions_loss: 0.7377 6/2062 [..............................] - ETA: 4:48 - loss: 1080.9894 - logits_profile_predictions_loss: 1061.2622 - logcount_predictions_loss: 0.7361 7/2062 [..............................] - ETA: 4:48 - loss: 1081.2855 - logits_profile_predictions_loss: 1061.5107 - logcount_predictions_loss: 0.7379 8/2062 [..............................] - ETA: 4:47 - loss: 1079.2044 - logits_profile_predictions_loss: 1059.4478 - logcount_predictions_loss: 0.7372 9/2062 [..............................] - ETA: 4:47 - loss: 1076.8511 - logits_profile_predictions_loss: 1057.0907 - logcount_predictions_loss: 0.7373 10/2062 [..............................] - ETA: 4:47 - loss: 1075.9617 - logits_profile_predictions_loss: 1056.1736 - logcount_predictions_loss: 0.7384 11/2062 [..............................] - ETA: 4:47 - loss: 1074.0410 - logits_profile_predictions_loss: 1054.2104 - logcount_predictions_loss: 0.7399 12/2062 [..............................] - ETA: 4:47 - loss: 1071.1908 - logits_profile_predictions_loss: 1051.2900 - logcount_predictions_loss: 0.7426 13/2062 [..............................] - ETA: 4:46 - loss: 1068.3208 - logits_profile_predictions_loss: 1048.3286 - logcount_predictions_loss: 0.7460 14/2062 [..............................] - ETA: 4:46 - loss: 1065.0235 - logits_profile_predictions_loss: 1044.9624 - logcount_predictions_loss: 0.7485 15/2062 [..............................] - ETA: 4:46 - loss: 1061.5356 - logits_profile_predictions_loss: 1041.3389 - logcount_predictions_loss: 0.7536 16/2062 [..............................] - ETA: 4:46 - loss: 1058.5280 - logits_profile_predictions_loss: 1038.2148 - logcount_predictions_loss: 0.7580 17/2062 [..............................] - ETA: 4:46 - loss: 1055.5964 - logits_profile_predictions_loss: 1035.1761 - logcount_predictions_loss: 0.7619 18/2062 [..............................] - ETA: 4:46 - loss: 1052.8781 - logits_profile_predictions_loss: 1032.3600 - logcount_predictions_loss: 0.7656 19/2062 [..............................] - ETA: 4:45 - loss: 1050.9042 - logits_profile_predictions_loss: 1030.3095 - logcount_predictions_loss: 0.7685 20/2062 [..............................] - ETA: 4:45 - loss: 1049.2525 - logits_profile_predictions_loss: 1028.5730 - logcount_predictions_loss: 0.7716 21/2062 [..............................] - ETA: 4:45 - loss: 1048.4090 - logits_profile_predictions_loss: 1027.6256 - logcount_predictions_loss: 0.7755 22/2062 [..............................] - ETA: 4:45 - loss: 1047.2494 - logits_profile_predictions_loss: 1026.3657 - logcount_predictions_loss: 0.7792 23/2062 [..............................] - ETA: 4:45 - loss: 1046.6725 - logits_profile_predictions_loss: 1025.6793 - logcount_predictions_loss: 0.7833 24/2062 [..............................] - ETA: 4:45 - loss: 1046.1414 - logits_profile_predictions_loss: 1025.0558 - logcount_predictions_loss: 0.7868 25/2062 [..............................] - ETA: 4:44 - loss: 1045.7109 - logits_profile_predictions_loss: 1024.5433 - logcount_predictions_loss: 0.7898 26/2062 [..............................] - ETA: 4:44 - loss: 1045.2725 - logits_profile_predictions_loss: 1024.0387 - logcount_predictions_loss: 0.7923 27/2062 [..............................] - ETA: 4:44 - loss: 1044.7279 - logits_profile_predictions_loss: 1023.4278 - logcount_predictions_loss: 0.7948 28/2062 [..............................] - ETA: 4:44 - loss: 1044.3508 - logits_profile_predictions_loss: 1022.9928 - logcount_predictions_loss: 0.7969 29/2062 [..............................] - ETA: 4:44 - loss: 1044.1279 - logits_profile_predictions_loss: 1022.7235 - logcount_predictions_loss: 0.7987 30/2062 [..............................] - ETA: 4:44 - loss: 1043.8158 - logits_profile_predictions_loss: 1022.3692 - logcount_predictions_loss: 0.8002 31/2062 [..............................] - ETA: 4:44 - loss: 1043.6299 - logits_profile_predictions_loss: 1022.1497 - logcount_predictions_loss: 0.8015 32/2062 [..............................] - ETA: 4:43 - loss: 1043.5051 - logits_profile_predictions_loss: 1021.9842 - logcount_predictions_loss: 0.8030 33/2062 [..............................] - ETA: 4:43 - loss: 1043.4339 - logits_profile_predictions_loss: 1021.8718 - logcount_predictions_loss: 0.8046 34/2062 [..............................] - ETA: 4:43 - loss: 1043.2945 - logits_profile_predictions_loss: 1021.6964 - logcount_predictions_loss: 0.8059 35/2062 [..............................] - ETA: 4:43 - loss: 1043.0544 - logits_profile_predictions_loss: 1021.4270 - logcount_predictions_loss: 0.8070 36/2062 [..............................] - ETA: 4:43 - loss: 1042.7191 - logits_profile_predictions_loss: 1021.0631 - logcount_predictions_loss: 0.8081 37/2062 [..............................] - ETA: 4:43 - loss: 1042.4039 - logits_profile_predictions_loss: 1020.7121 - logcount_predictions_loss: 0.8094 38/2062 [..............................] - ETA: 4:43 - loss: 1042.0661 - logits_profile_predictions_loss: 1020.3394 - logcount_predictions_loss: 0.8107 39/2062 [..............................] - ETA: 4:42 - loss: 1041.6713 - logits_profile_predictions_loss: 1019.9137 - logcount_predictions_loss: 0.8118 40/2062 [..............................] - ETA: 4:42 - loss: 1041.2207 - logits_profile_predictions_loss: 1019.4355 - logcount_predictions_loss: 0.8129 41/2062 [..............................] - ETA: 4:42 - loss: 1040.7733 - logits_profile_predictions_loss: 1018.9624 - logcount_predictions_loss: 0.8138 42/2062 [..............................] - ETA: 4:42 - loss: 1040.3868 - logits_profile_predictions_loss: 1018.5503 - logcount_predictions_loss: 0.8148 43/2062 [..............................] - ETA: 4:42 - loss: 1039.9502 - logits_profile_predictions_loss: 1018.0906 - logcount_predictions_loss: 0.8157 44/2062 [..............................] - ETA: 4:42 - loss: 1039.5246 - logits_profile_predictions_loss: 1017.6432 - logcount_predictions_loss: 0.8165 45/2062 [..............................] - ETA: 4:42 - loss: 1039.0371 - logits_profile_predictions_loss: 1017.1355 - logcount_predictions_loss: 0.8172 46/2062 [..............................] - ETA: 4:41 - loss: 1038.4997 - logits_profile_predictions_loss: 1016.5805 - logcount_predictions_loss: 0.8179 47/2062 [..............................] - ETA: 4:41 - loss: 1038.0672 - logits_profile_predictions_loss: 1016.1290 - logcount_predictions_loss: 0.8186 48/2062 [..............................] - ETA: 4:41 - loss: 1037.6294 - logits_profile_predictions_loss: 1015.6730 - logcount_predictions_loss: 0.8193 49/2062 [..............................] - ETA: 4:41 - loss: 1037.2806 - logits_profile_predictions_loss: 1015.3099 - logcount_predictions_loss: 0.8198 50/2062 [..............................] - ETA: 4:41 - loss: 1037.0116 - logits_profile_predictions_loss: 1015.0266 - logcount_predictions_loss: 0.8203 51/2062 [..............................] - ETA: 4:41 - loss: 1036.7799 - logits_profile_predictions_loss: 1014.7778 - logcount_predictions_loss: 0.8210 52/2062 [..............................] - ETA: 4:41 - loss: 1036.5258 - logits_profile_predictions_loss: 1014.4998 - logcount_predictions_loss: 0.8219 53/2062 [..............................] - ETA: 4:40 - loss: 1036.2095 - logits_profile_predictions_loss: 1014.1600 - logcount_predictions_loss: 0.8227 54/2062 [..............................] - ETA: 4:40 - loss: 1035.8664 - logits_profile_predictions_loss: 1013.7952 - logcount_predictions_loss: 0.8235 55/2062 [..............................] - ETA: 4:40 - loss: 1035.4942 - logits_profile_predictions_loss: 1013.4024 - logcount_predictions_loss: 0.8243 56/2062 [..............................] - ETA: 4:40 - loss: 1035.1415 - logits_profile_predictions_loss: 1013.0262 - logcount_predictions_loss: 0.8252 57/2062 [..............................] - ETA: 4:40 - loss: 1034.8250 - logits_profile_predictions_loss: 1012.6838 - logcount_predictions_loss: 0.8262 58/2062 [..............................] - ETA: 4:40 - loss: 1034.5096 - logits_profile_predictions_loss: 1012.3450 - logcount_predictions_loss: 0.8270 59/2062 [..............................] - ETA: 4:40 - loss: 1034.2039 - logits_profile_predictions_loss: 1012.0174 - logcount_predictions_loss: 0.8279 60/2062 [..............................] - ETA: 4:40 - loss: 1033.8675 - logits_profile_predictions_loss: 1011.6608 - logcount_predictions_loss: 0.8286 61/2062 [..............................] - ETA: 4:39 - loss: 1033.4937 - logits_profile_predictions_loss: 1011.2653 - logcount_predictions_loss: 0.8294 62/2062 [..............................] - ETA: 4:39 - loss: 1033.1325 - logits_profile_predictions_loss: 1010.8847 - logcount_predictions_loss: 0.8301 63/2062 [..............................] - ETA: 4:39 - loss: 1032.7873 - logits_profile_predictions_loss: 1010.5208 - logcount_predictions_loss: 0.8308 64/2062 [..............................] - ETA: 4:39 - loss: 1032.4297 - logits_profile_predictions_loss: 1010.1445 - logcount_predictions_loss: 0.8315 65/2062 [..............................] - ETA: 4:39 - loss: 1032.0749 - logits_profile_predictions_loss: 1009.7722 - logcount_predictions_loss: 0.8322 66/2062 [..............................] - ETA: 4:39 - loss: 1031.6932 - logits_profile_predictions_loss: 1009.3736 - logcount_predictions_loss: 0.8328 67/2062 [..............................] - ETA: 4:39 - loss: 1031.3179 - logits_profile_predictions_loss: 1008.9825 - logcount_predictions_loss: 0.8334 68/2062 [..............................] - ETA: 4:38 - loss: 1030.9808 - logits_profile_predictions_loss: 1008.6290 - logcount_predictions_loss: 0.8340 69/2062 [>.............................] - ETA: 4:38 - loss: 1030.6713 - logits_profile_predictions_loss: 1008.3029 - logcount_predictions_loss: 0.8346 70/2062 [>.............................] - ETA: 4:38 - loss: 1030.3375 - logits_profile_predictions_loss: 1007.9520 - logcount_predictions_loss: 0.8353 71/2062 [>.............................] - ETA: 4:38 - loss: 1029.9859 - logits_profile_predictions_loss: 1007.5834 - logcount_predictions_loss: 0.8359 72/2062 [>.............................] - ETA: 4:38 - loss: 1029.6585 - logits_profile_predictions_loss: 1007.2404 - logcount_predictions_loss: 0.8365 73/2062 [>.............................] - ETA: 4:38 - loss: 1029.3475 - logits_profile_predictions_loss: 1006.9138 - logcount_predictions_loss: 0.8371 74/2062 [>.............................] - ETA: 4:38 - loss: 1029.0640 - logits_profile_predictions_loss: 1006.6164 - logcount_predictions_loss: 0.8376 75/2062 [>.............................] - ETA: 4:37 - loss: 1028.7856 - logits_profile_predictions_loss: 1006.3254 - logcount_predictions_loss: 0.8381 76/2062 [>.............................] - ETA: 4:37 - loss: 1028.5412 - logits_profile_predictions_loss: 1006.0687 - logcount_predictions_loss: 0.8385 77/2062 [>.............................] - ETA: 4:37 - loss: 1028.2718 - logits_profile_predictions_loss: 1005.7890 - logcount_predictions_loss: 0.8389 78/2062 [>.............................] - ETA: 4:37 - loss: 1028.0494 - logits_profile_predictions_loss: 1005.5561 - logcount_predictions_loss: 0.8393 79/2062 [>.............................] - ETA: 4:37 - loss: 1027.8367 - logits_profile_predictions_loss: 1005.3336 - logcount_predictions_loss: 0.8397 80/2062 [>.............................] - ETA: 4:37 - loss: 1027.6037 - logits_profile_predictions_loss: 1005.0898 - logcount_predictions_loss: 0.8401 81/2062 [>.............................] - ETA: 4:37 - loss: 1027.3656 - logits_profile_predictions_loss: 1004.8413 - logcount_predictions_loss: 0.8405 82/2062 [>.............................] - ETA: 4:36 - loss: 1027.1279 - logits_profile_predictions_loss: 1004.5941 - logcount_predictions_loss: 0.8408 83/2062 [>.............................] - ETA: 4:36 - loss: 1026.8728 - logits_profile_predictions_loss: 1004.3293 - logcount_predictions_loss: 0.8412 84/2062 [>.............................] - ETA: 4:36 - loss: 1026.6136 - logits_profile_predictions_loss: 1004.0594 - logcount_predictions_loss: 0.8416 85/2062 [>.............................] - ETA: 4:36 - loss: 1026.3601 - logits_profile_predictions_loss: 1003.7954 - logcount_predictions_loss: 0.8420 86/2062 [>.............................] - ETA: 4:36 - loss: 1026.1201 - logits_profile_predictions_loss: 1003.5442 - logcount_predictions_loss: 0.8424 87/2062 [>.............................] - ETA: 4:36 - loss: 1025.8488 - logits_profile_predictions_loss: 1003.2629 - logcount_predictions_loss: 0.8428 88/2062 [>.............................] - ETA: 4:36 - loss: 1025.5683 - logits_profile_predictions_loss: 1002.9732 - logcount_predictions_loss: 0.8431 89/2062 [>.............................] - ETA: 4:36 - loss: 1025.2777 - logits_profile_predictions_loss: 1002.6739 - logcount_predictions_loss: 0.8434 90/2062 [>.............................] - ETA: 4:35 - loss: 1025.0024 - logits_profile_predictions_loss: 1002.3911 - logcount_predictions_loss: 0.8437 91/2062 [>.............................] - ETA: 4:35 - loss: 1024.7201 - logits_profile_predictions_loss: 1002.1017 - logcount_predictions_loss: 0.8440 92/2062 [>.............................] - ETA: 4:35 - loss: 1024.4642 - logits_profile_predictions_loss: 1001.8386 - logcount_predictions_loss: 0.8442 93/2062 [>.............................] - ETA: 4:35 - loss: 1024.2399 - logits_profile_predictions_loss: 1001.6071 - logcount_predictions_loss: 0.8445 94/2062 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logits_profile_predictions_loss: 1000.0731 - logcount_predictions_loss: 0.8460 101/2062 [>.............................] - ETA: 4:34 - loss: 1022.5293 - logits_profile_predictions_loss: 999.8510 - logcount_predictions_loss: 0.8462  102/2062 [>.............................] - ETA: 4:34 - loss: 1022.3110 - logits_profile_predictions_loss: 999.6278 - logcount_predictions_loss: 0.8464 103/2062 [>.............................] - ETA: 4:34 - loss: 1022.0872 - logits_profile_predictions_loss: 999.3988 - logcount_predictions_loss: 0.8466 104/2062 [>.............................] - ETA: 4:33 - loss: 1021.8570 - logits_profile_predictions_loss: 999.1631 - logcount_predictions_loss: 0.8468 105/2062 [>.............................] - ETA: 4:33 - loss: 1021.6780 - logits_profile_predictions_loss: 998.9788 - logcount_predictions_loss: 0.8470 106/2062 [>.............................] - ETA: 4:33 - loss: 1021.5010 - logits_profile_predictions_loss: 998.7963 - logcount_predictions_loss: 0.8472 107/2062 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[>.............................] - ETA: 4:29 - loss: 1016.4478 - logits_profile_predictions_loss: 993.6561 - logcount_predictions_loss: 0.8504 134/2062 [>.............................] - ETA: 4:29 - loss: 1016.2974 - logits_profile_predictions_loss: 993.5026 - logcount_predictions_loss: 0.8506 135/2062 [>.............................] - ETA: 4:29 - loss: 1016.1409 - logits_profile_predictions_loss: 993.3434 - logcount_predictions_loss: 0.8506 136/2062 [>.............................] - ETA: 4:29 - loss: 1015.9949 - logits_profile_predictions_loss: 993.1947 - logcount_predictions_loss: 0.8507 137/2062 [>.............................] - ETA: 4:29 - loss: 1015.8510 - logits_profile_predictions_loss: 993.0480 - logcount_predictions_loss: 0.8509 138/2062 [=>............................] - ETA: 4:29 - loss: 1015.7067 - logits_profile_predictions_loss: 992.9008 - logcount_predictions_loss: 0.8510 139/2062 [=>............................] - ETA: 4:29 - loss: 1015.5758 - 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logits_profile_predictions_loss: 986.6282 - logcount_predictions_loss: 0.8541 244/2062 [==>...........................] - ETA: 4:14 - loss: 1009.4743 - logits_profile_predictions_loss: 986.5851 - logcount_predictions_loss: 0.8541 245/2062 [==>...........................] - ETA: 4:14 - loss: 1009.4323 - logits_profile_predictions_loss: 986.5442 - logcount_predictions_loss: 0.8540 246/2062 [==>...........................] - ETA: 4:14 - loss: 1009.3905 - logits_profile_predictions_loss: 986.5038 - logcount_predictions_loss: 0.8540 247/2062 [==>...........................] - ETA: 4:13 - loss: 1009.3505 - logits_profile_predictions_loss: 986.4649 - logcount_predictions_loss: 0.8539 248/2062 [==>...........................] - ETA: 4:13 - loss: 1009.3170 - logits_profile_predictions_loss: 986.4327 - logcount_predictions_loss: 0.8539 249/2062 [==>...........................] - ETA: 4:13 - loss: 1009.2837 - logits_profile_predictions_loss: 986.4007 - logcount_predictions_loss: 0.8538 250/2062 [==>...........................] - ETA: 4:13 - loss: 1009.2523 - logits_profile_predictions_loss: 986.3706 - logcount_predictions_loss: 0.8538 251/2062 [==>...........................] - ETA: 4:13 - loss: 1009.2200 - logits_profile_predictions_loss: 986.3395 - logcount_predictions_loss: 0.8537 252/2062 [==>...........................] - ETA: 4:13 - loss: 1009.1876 - logits_profile_predictions_loss: 986.3084 - logcount_predictions_loss: 0.8537 253/2062 [==>...........................] - ETA: 4:13 - loss: 1009.1566 - logits_profile_predictions_loss: 986.2785 - logcount_predictions_loss: 0.8537 254/2062 [==>...........................] - ETA: 4:13 - loss: 1009.1247 - logits_profile_predictions_loss: 986.2478 - logcount_predictions_loss: 0.8536 255/2062 [==>...........................] - ETA: 4:12 - loss: 1009.0888 - logits_profile_predictions_loss: 986.2132 - logcount_predictions_loss: 0.8536 256/2062 [==>...........................] - ETA: 4:12 - loss: 1009.0527 - 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[==>...........................] - ETA: 4:11 - loss: 1008.7867 - logits_profile_predictions_loss: 985.9216 - logcount_predictions_loss: 0.8532 264/2062 [==>...........................] - ETA: 4:11 - loss: 1008.7500 - logits_profile_predictions_loss: 985.8861 - logcount_predictions_loss: 0.8531 265/2062 [==>...........................] - ETA: 4:11 - loss: 1008.7135 - logits_profile_predictions_loss: 985.8509 - logcount_predictions_loss: 0.8531 266/2062 [==>...........................] - ETA: 4:11 - loss: 1008.6726 - logits_profile_predictions_loss: 985.8113 - logcount_predictions_loss: 0.8530 267/2062 [==>...........................] - ETA: 4:11 - loss: 1008.6305 - logits_profile_predictions_loss: 985.7704 - logcount_predictions_loss: 0.8530 268/2062 [==>...........................] - ETA: 4:11 - loss: 1008.5887 - logits_profile_predictions_loss: 985.7298 - logcount_predictions_loss: 0.8529 269/2062 [==>...........................] - ETA: 4:10 - loss: 1008.5526 - logits_profile_predictions_loss: 985.6949 - logcount_predictions_loss: 0.8529 270/2062 [==>...........................] - ETA: 4:10 - loss: 1008.5167 - logits_profile_predictions_loss: 985.6602 - logcount_predictions_loss: 0.8529 271/2062 [==>...........................] - ETA: 4:10 - loss: 1008.4788 - logits_profile_predictions_loss: 985.6235 - logcount_predictions_loss: 0.8528 272/2062 [==>...........................] - ETA: 4:10 - loss: 1008.4454 - logits_profile_predictions_loss: 985.5913 - logcount_predictions_loss: 0.8528 273/2062 [==>...........................] - ETA: 4:10 - loss: 1008.4126 - logits_profile_predictions_loss: 985.5596 - logcount_predictions_loss: 0.8527 274/2062 [==>...........................] - ETA: 4:10 - loss: 1008.3822 - logits_profile_predictions_loss: 985.5304 - logcount_predictions_loss: 0.8527 275/2062 [===>..........................] - ETA: 4:10 - loss: 1008.3486 - logits_profile_predictions_loss: 985.4980 - logcount_predictions_loss: 0.8526 276/2062 [===>..........................] - ETA: 4:09 - loss: 1008.3157 - logits_profile_predictions_loss: 985.4662 - logcount_predictions_loss: 0.8526 277/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2847 - logits_profile_predictions_loss: 985.4364 - logcount_predictions_loss: 0.8525 278/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2572 - logits_profile_predictions_loss: 985.4099 - logcount_predictions_loss: 0.8525 279/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2284 - logits_profile_predictions_loss: 985.3822 - logcount_predictions_loss: 0.8525 280/2062 [===>..........................] - ETA: 4:09 - loss: 1008.2005 - logits_profile_predictions_loss: 985.3554 - logcount_predictions_loss: 0.8524 281/2062 [===>..........................] - ETA: 4:09 - loss: 1008.1723 - logits_profile_predictions_loss: 985.3282 - logcount_predictions_loss: 0.8524 282/2062 [===>..........................] - ETA: 4:09 - loss: 1008.1451 - logits_profile_predictions_loss: 985.3022 - logcount_predictions_loss: 0.8523 283/2062 [===>..........................] - ETA: 4:08 - loss: 1008.1165 - logits_profile_predictions_loss: 985.2747 - logcount_predictions_loss: 0.8523 284/2062 [===>..........................] - ETA: 4:08 - loss: 1008.0866 - logits_profile_predictions_loss: 985.2459 - logcount_predictions_loss: 0.8523 285/2062 [===>..........................] - ETA: 4:08 - loss: 1008.0571 - logits_profile_predictions_loss: 985.2177 - logcount_predictions_loss: 0.8522 286/2062 [===>..........................] - ETA: 4:08 - loss: 1008.0249 - logits_profile_predictions_loss: 985.1865 - logcount_predictions_loss: 0.8522 287/2062 [===>..........................] - ETA: 4:08 - loss: 1007.9885 - logits_profile_predictions_loss: 985.1511 - logcount_predictions_loss: 0.8521 288/2062 [===>..........................] - ETA: 4:08 - loss: 1007.9525 - logits_profile_predictions_loss: 985.1161 - logcount_predictions_loss: 0.8521 289/2062 [===>..........................] - ETA: 4:08 - loss: 1007.9161 - logits_profile_predictions_loss: 985.0807 - logcount_predictions_loss: 0.8521 290/2062 [===>..........................] - ETA: 4:07 - loss: 1007.8789 - logits_profile_predictions_loss: 985.0444 - logcount_predictions_loss: 0.8520 291/2062 [===>..........................] - ETA: 4:07 - loss: 1007.8427 - logits_profile_predictions_loss: 985.0092 - logcount_predictions_loss: 0.8520 292/2062 [===>..........................] - ETA: 4:07 - loss: 1007.8069 - logits_profile_predictions_loss: 984.9744 - logcount_predictions_loss: 0.8520 293/2062 [===>..........................] - ETA: 4:07 - loss: 1007.7704 - logits_profile_predictions_loss: 984.9390 - logcount_predictions_loss: 0.8519 294/2062 [===>..........................] - ETA: 4:07 - loss: 1007.7336 - logits_profile_predictions_loss: 984.9032 - logcount_predictions_loss: 0.8519 295/2062 [===>..........................] - ETA: 4:07 - loss: 1007.6990 - logits_profile_predictions_loss: 984.8695 - logcount_predictions_loss: 0.8518 296/2062 [===>..........................] - ETA: 4:07 - loss: 1007.6658 - logits_profile_predictions_loss: 984.8371 - logcount_predictions_loss: 0.8518 297/2062 [===>..........................] - ETA: 4:06 - loss: 1007.6330 - logits_profile_predictions_loss: 984.8053 - logcount_predictions_loss: 0.8518 298/2062 [===>..........................] - ETA: 4:06 - loss: 1007.6004 - logits_profile_predictions_loss: 984.7736 - logcount_predictions_loss: 0.8517 299/2062 [===>..........................] - ETA: 4:06 - loss: 1007.5668 - logits_profile_predictions_loss: 984.7410 - logcount_predictions_loss: 0.8517 300/2062 [===>..........................] - ETA: 4:06 - loss: 1007.5320 - logits_profile_predictions_loss: 984.7073 - logcount_predictions_loss: 0.8517 301/2062 [===>..........................] - ETA: 4:06 - loss: 1007.4956 - logits_profile_predictions_loss: 984.6719 - logcount_predictions_loss: 0.8516 302/2062 [===>..........................] - ETA: 4:06 - loss: 1007.4590 - logits_profile_predictions_loss: 984.6364 - logcount_predictions_loss: 0.8516 303/2062 [===>..........................] - ETA: 4:06 - loss: 1007.4251 - logits_profile_predictions_loss: 984.6037 - logcount_predictions_loss: 0.8515 304/2062 [===>..........................] - ETA: 4:05 - loss: 1007.3910 - logits_profile_predictions_loss: 984.5709 - logcount_predictions_loss: 0.8515 305/2062 [===>..........................] - ETA: 4:05 - loss: 1007.3558 - logits_profile_predictions_loss: 984.5371 - logcount_predictions_loss: 0.8514 306/2062 [===>..........................] - ETA: 4:05 - loss: 1007.3198 - logits_profile_predictions_loss: 984.5023 - logcount_predictions_loss: 0.8514 307/2062 [===>..........................] - ETA: 4:05 - loss: 1007.2833 - logits_profile_predictions_loss: 984.4672 - logcount_predictions_loss: 0.8513 308/2062 [===>..........................] - ETA: 4:05 - loss: 1007.2475 - logits_profile_predictions_loss: 984.4328 - logcount_predictions_loss: 0.8513 309/2062 [===>..........................] - ETA: 4:05 - loss: 1007.2120 - logits_profile_predictions_loss: 984.3986 - logcount_predictions_loss: 0.8512 310/2062 [===>..........................] - ETA: 4:05 - loss: 1007.1755 - logits_profile_predictions_loss: 984.3634 - logcount_predictions_loss: 0.8512 311/2062 [===>..........................] - ETA: 4:05 - loss: 1007.1389 - logits_profile_predictions_loss: 984.3281 - logcount_predictions_loss: 0.8511 312/2062 [===>..........................] - ETA: 4:04 - loss: 1007.0995 - logits_profile_predictions_loss: 984.2901 - logcount_predictions_loss: 0.8511 313/2062 [===>..........................] - ETA: 4:04 - loss: 1007.0606 - logits_profile_predictions_loss: 984.2526 - logcount_predictions_loss: 0.8510 314/2062 [===>..........................] - ETA: 4:04 - loss: 1007.0226 - logits_profile_predictions_loss: 984.2158 - logcount_predictions_loss: 0.8510 315/2062 [===>..........................] - ETA: 4:04 - loss: 1006.9840 - logits_profile_predictions_loss: 984.1785 - logcount_predictions_loss: 0.8510 316/2062 [===>..........................] - ETA: 4:04 - loss: 1006.9456 - logits_profile_predictions_loss: 984.1413 - logcount_predictions_loss: 0.8509 317/2062 [===>..........................] - ETA: 4:04 - loss: 1006.9062 - logits_profile_predictions_loss: 984.1033 - logcount_predictions_loss: 0.8509 318/2062 [===>..........................] - ETA: 4:04 - loss: 1006.8672 - logits_profile_predictions_loss: 984.0657 - logcount_predictions_loss: 0.8508 319/2062 [===>..........................] - ETA: 4:03 - loss: 1006.8279 - logits_profile_predictions_loss: 984.0278 - logcount_predictions_loss: 0.8508 320/2062 [===>..........................] - ETA: 4:03 - loss: 1006.7897 - logits_profile_predictions_loss: 983.9910 - logcount_predictions_loss: 0.8507 321/2062 [===>..........................] - ETA: 4:03 - loss: 1006.7524 - logits_profile_predictions_loss: 983.9551 - logcount_predictions_loss: 0.8506 322/2062 [===>..........................] - ETA: 4:03 - loss: 1006.7158 - logits_profile_predictions_loss: 983.9201 - logcount_predictions_loss: 0.8506 323/2062 [===>..........................] - ETA: 4:03 - loss: 1006.6777 - logits_profile_predictions_loss: 983.8833 - logcount_predictions_loss: 0.8505 324/2062 [===>..........................] - ETA: 4:03 - loss: 1006.6407 - logits_profile_predictions_loss: 983.8478 - logcount_predictions_loss: 0.8505 325/2062 [===>..........................] - ETA: 4:03 - loss: 1006.6021 - logits_profile_predictions_loss: 983.8107 - logcount_predictions_loss: 0.8504 326/2062 [===>..........................] - ETA: 4:02 - loss: 1006.5620 - logits_profile_predictions_loss: 983.7719 - logcount_predictions_loss: 0.8504 327/2062 [===>..........................] - ETA: 4:02 - loss: 1006.5232 - logits_profile_predictions_loss: 983.7346 - logcount_predictions_loss: 0.8503 328/2062 [===>..........................] - ETA: 4:02 - loss: 1006.4846 - logits_profile_predictions_loss: 983.6975 - logcount_predictions_loss: 0.8503 329/2062 [===>..........................] - ETA: 4:02 - loss: 1006.4477 - logits_profile_predictions_loss: 983.6621 - logcount_predictions_loss: 0.8502 330/2062 [===>..........................] - ETA: 4:02 - loss: 1006.4107 - logits_profile_predictions_loss: 983.6265 - logcount_predictions_loss: 0.8502 331/2062 [===>..........................] - ETA: 4:02 - loss: 1006.3742 - logits_profile_predictions_loss: 983.5915 - logcount_predictions_loss: 0.8501 332/2062 [===>..........................] - ETA: 4:02 - loss: 1006.3367 - logits_profile_predictions_loss: 983.5554 - logcount_predictions_loss: 0.8500 333/2062 [===>..........................] - ETA: 4:01 - loss: 1006.2992 - logits_profile_predictions_loss: 983.5195 - logcount_predictions_loss: 0.8500 334/2062 [===>..........................] - ETA: 4:01 - loss: 1006.2633 - logits_profile_predictions_loss: 983.4850 - logcount_predictions_loss: 0.8499 335/2062 [===>..........................] - ETA: 4:01 - loss: 1006.2290 - logits_profile_predictions_loss: 983.4521 - logcount_predictions_loss: 0.8499 336/2062 [===>..........................] - ETA: 4:01 - loss: 1006.1948 - logits_profile_predictions_loss: 983.4193 - logcount_predictions_loss: 0.8498 337/2062 [===>..........................] - ETA: 4:01 - loss: 1006.1577 - logits_profile_predictions_loss: 983.3837 - logcount_predictions_loss: 0.8498 338/2062 [===>..........................] - ETA: 4:01 - loss: 1006.1210 - logits_profile_predictions_loss: 983.3485 - logcount_predictions_loss: 0.8497 339/2062 [===>..........................] - ETA: 4:01 - loss: 1006.0843 - logits_profile_predictions_loss: 983.3132 - logcount_predictions_loss: 0.8497 340/2062 [===>..........................] - ETA: 4:00 - loss: 1006.0497 - logits_profile_predictions_loss: 983.2800 - logcount_predictions_loss: 0.8496 341/2062 [===>..........................] - ETA: 4:00 - loss: 1006.0154 - logits_profile_predictions_loss: 983.2472 - logcount_predictions_loss: 0.8496 342/2062 [===>..........................] - ETA: 4:00 - loss: 1005.9811 - logits_profile_predictions_loss: 983.2142 - logcount_predictions_loss: 0.8495 343/2062 [===>..........................] - ETA: 4:00 - loss: 1005.9470 - logits_profile_predictions_loss: 983.1815 - logcount_predictions_loss: 0.8495 344/2062 [====>.........................] - ETA: 4:00 - loss: 1005.9149 - logits_profile_predictions_loss: 983.1508 - logcount_predictions_loss: 0.8494 345/2062 [====>.........................] - ETA: 4:00 - loss: 1005.8832 - logits_profile_predictions_loss: 983.1205 - logcount_predictions_loss: 0.8494 346/2062 [====>.........................] - ETA: 4:00 - loss: 1005.8512 - logits_profile_predictions_loss: 983.0898 - logcount_predictions_loss: 0.8493 347/2062 [====>.........................] - ETA: 3:59 - loss: 1005.8201 - logits_profile_predictions_loss: 983.0601 - logcount_predictions_loss: 0.8493 348/2062 [====>.........................] - ETA: 3:59 - loss: 1005.7892 - logits_profile_predictions_loss: 983.0304 - logcount_predictions_loss: 0.8492 349/2062 [====>.........................] - ETA: 3:59 - loss: 1005.7578 - logits_profile_predictions_loss: 983.0003 - logcount_predictions_loss: 0.8492 350/2062 [====>.........................] - ETA: 3:59 - loss: 1005.7283 - logits_profile_predictions_loss: 982.9722 - logcount_predictions_loss: 0.8491 351/2062 [====>.........................] - ETA: 3:59 - loss: 1005.6980 - logits_profile_predictions_loss: 982.9432 - logcount_predictions_loss: 0.8491 352/2062 [====>.........................] - ETA: 3:59 - loss: 1005.6682 - logits_profile_predictions_loss: 982.9148 - logcount_predictions_loss: 0.8490 353/2062 [====>.........................] - ETA: 3:59 - loss: 1005.6380 - logits_profile_predictions_loss: 982.8860 - logcount_predictions_loss: 0.8490 354/2062 [====>.........................] - ETA: 3:58 - loss: 1005.6087 - logits_profile_predictions_loss: 982.8581 - logcount_predictions_loss: 0.8489 355/2062 [====>.........................] - ETA: 3:58 - loss: 1005.5783 - logits_profile_predictions_loss: 982.8292 - logcount_predictions_loss: 0.8488 356/2062 [====>.........................] - ETA: 3:58 - loss: 1005.5489 - logits_profile_predictions_loss: 982.8011 - logcount_predictions_loss: 0.8488 357/2062 [====>.........................] - ETA: 3:58 - loss: 1005.5201 - logits_profile_predictions_loss: 982.7737 - logcount_predictions_loss: 0.8487 358/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4921 - logits_profile_predictions_loss: 982.7470 - logcount_predictions_loss: 0.8487 359/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4633 - logits_profile_predictions_loss: 982.7196 - logcount_predictions_loss: 0.8486 360/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4338 - logits_profile_predictions_loss: 982.6913 - logcount_predictions_loss: 0.8486 361/2062 [====>.........................] - ETA: 3:58 - loss: 1005.4046 - logits_profile_predictions_loss: 982.6635 - logcount_predictions_loss: 0.8485 362/2062 [====>.........................] - ETA: 3:57 - loss: 1005.3751 - logits_profile_predictions_loss: 982.6352 - logcount_predictions_loss: 0.8485 363/2062 [====>.........................] - ETA: 3:57 - loss: 1005.3458 - logits_profile_predictions_loss: 982.6073 - logcount_predictions_loss: 0.8485 364/2062 [====>.........................] - ETA: 3:57 - loss: 1005.3187 - logits_profile_predictions_loss: 982.5815 - logcount_predictions_loss: 0.8484 365/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2921 - logits_profile_predictions_loss: 982.5562 - logcount_predictions_loss: 0.8484 366/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2644 - logits_profile_predictions_loss: 982.5298 - logcount_predictions_loss: 0.8483 367/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2359 - logits_profile_predictions_loss: 982.5027 - logcount_predictions_loss: 0.8483 368/2062 [====>.........................] - ETA: 3:57 - loss: 1005.2090 - logits_profile_predictions_loss: 982.4771 - logcount_predictions_loss: 0.8482 369/2062 [====>.........................] - ETA: 3:56 - loss: 1005.1826 - logits_profile_predictions_loss: 982.4521 - logcount_predictions_loss: 0.8482 370/2062 [====>.........................] - ETA: 3:56 - loss: 1005.1553 - logits_profile_predictions_loss: 982.4260 - logcount_predictions_loss: 0.8481 371/2062 [====>.........................] - ETA: 3:56 - loss: 1005.1277 - logits_profile_predictions_loss: 982.3998 - logcount_predictions_loss: 0.8481 372/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0997 - logits_profile_predictions_loss: 982.3731 - logcount_predictions_loss: 0.8480 373/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0732 - logits_profile_predictions_loss: 982.3479 - logcount_predictions_loss: 0.8480 374/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0476 - logits_profile_predictions_loss: 982.3236 - logcount_predictions_loss: 0.8479 375/2062 [====>.........................] - ETA: 3:56 - loss: 1005.0221 - logits_profile_predictions_loss: 982.2995 - logcount_predictions_loss: 0.8479 376/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9992 - logits_profile_predictions_loss: 982.2778 - logcount_predictions_loss: 0.8478 377/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9754 - logits_profile_predictions_loss: 982.2553 - logcount_predictions_loss: 0.8478 378/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9533 - logits_profile_predictions_loss: 982.2344 - logcount_predictions_loss: 0.8477 379/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9322 - logits_profile_predictions_loss: 982.2145 - logcount_predictions_loss: 0.8477 380/2062 [====>.........................] - ETA: 3:55 - loss: 1004.9122 - logits_profile_predictions_loss: 982.1957 - logcount_predictions_loss: 0.8476 381/2062 [====>.........................] - ETA: 3:55 - loss: 1004.8927 - logits_profile_predictions_loss: 982.1775 - logcount_predictions_loss: 0.8476 382/2062 [====>.........................] - ETA: 3:55 - loss: 1004.8749 - logits_profile_predictions_loss: 982.1608 - logcount_predictions_loss: 0.8475 383/2062 [====>.........................] - ETA: 3:54 - loss: 1004.8563 - logits_profile_predictions_loss: 982.1434 - logcount_predictions_loss: 0.8475 384/2062 [====>.........................] - ETA: 3:54 - loss: 1004.8375 - logits_profile_predictions_loss: 982.1257 - logcount_predictions_loss: 0.8475 385/2062 [====>.........................] - ETA: 3:54 - loss: 1004.8196 - logits_profile_predictions_loss: 982.1090 - logcount_predictions_loss: 0.8474 386/2062 [====>.........................] - ETA: 3:54 - loss: 1004.8026 - logits_profile_predictions_loss: 982.0932 - logcount_predictions_loss: 0.8474 387/2062 [====>.........................] - ETA: 3:54 - loss: 1004.7853 - logits_profile_predictions_loss: 982.0771 - logcount_predictions_loss: 0.8473 388/2062 [====>.........................] - ETA: 3:54 - loss: 1004.7685 - logits_profile_predictions_loss: 982.0615 - logcount_predictions_loss: 0.8473 389/2062 [====>.........................] - ETA: 3:54 - loss: 1004.7524 - logits_profile_predictions_loss: 982.0465 - logcount_predictions_loss: 0.8472 390/2062 [====>.........................] - ETA: 3:53 - loss: 1004.7369 - logits_profile_predictions_loss: 982.0323 - logcount_predictions_loss: 0.8472 391/2062 [====>.........................] - ETA: 3:53 - loss: 1004.7211 - logits_profile_predictions_loss: 982.0176 - logcount_predictions_loss: 0.8471 392/2062 [====>.........................] - ETA: 3:53 - loss: 1004.7053 - logits_profile_predictions_loss: 982.0030 - logcount_predictions_loss: 0.8471 393/2062 [====>.........................] - ETA: 3:53 - loss: 1004.6893 - logits_profile_predictions_loss: 981.9880 - logcount_predictions_loss: 0.8471 394/2062 [====>.........................] - ETA: 3:53 - loss: 1004.6727 - logits_profile_predictions_loss: 981.9726 - logcount_predictions_loss: 0.8470 395/2062 [====>.........................] - ETA: 3:53 - loss: 1004.6567 - logits_profile_predictions_loss: 981.9576 - logcount_predictions_loss: 0.8470 396/2062 [====>.........................] - ETA: 3:53 - loss: 1004.6404 - logits_profile_predictions_loss: 981.9424 - logcount_predictions_loss: 0.8469 397/2062 [====>.........................] - ETA: 3:52 - loss: 1004.6228 - logits_profile_predictions_loss: 981.9258 - logcount_predictions_loss: 0.8469 398/2062 [====>.........................] - ETA: 3:52 - loss: 1004.6054 - logits_profile_predictions_loss: 981.9094 - logcount_predictions_loss: 0.8469 399/2062 [====>.........................] - ETA: 3:52 - loss: 1004.5897 - logits_profile_predictions_loss: 981.8948 - logcount_predictions_loss: 0.8468 400/2062 [====>.........................] - ETA: 3:52 - loss: 1004.5724 - logits_profile_predictions_loss: 981.8785 - logcount_predictions_loss: 0.8468 401/2062 [====>.........................] - ETA: 3:52 - loss: 1004.5554 - logits_profile_predictions_loss: 981.8626 - logcount_predictions_loss: 0.8467 402/2062 [====>.........................] - ETA: 3:52 - loss: 1004.5384 - logits_profile_predictions_loss: 981.8467 - logcount_predictions_loss: 0.8467 403/2062 [====>.........................] - ETA: 3:52 - loss: 1004.5221 - logits_profile_predictions_loss: 981.8314 - logcount_predictions_loss: 0.8467 404/2062 [====>.........................] - ETA: 3:52 - loss: 1004.5064 - logits_profile_predictions_loss: 981.8167 - logcount_predictions_loss: 0.8466 405/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4908 - logits_profile_predictions_loss: 981.8022 - logcount_predictions_loss: 0.8466 406/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4753 - logits_profile_predictions_loss: 981.7877 - logcount_predictions_loss: 0.8466 407/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4599 - logits_profile_predictions_loss: 981.7733 - logcount_predictions_loss: 0.8465 408/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4447 - logits_profile_predictions_loss: 981.7591 - logcount_predictions_loss: 0.8465 409/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4296 - logits_profile_predictions_loss: 981.7450 - logcount_predictions_loss: 0.8464 410/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4145 - logits_profile_predictions_loss: 981.7310 - logcount_predictions_loss: 0.8464 411/2062 [====>.........................] - ETA: 3:51 - loss: 1004.4008 - logits_profile_predictions_loss: 981.7184 - logcount_predictions_loss: 0.8464 412/2062 [====>.........................] - ETA: 3:50 - loss: 1004.3859 - logits_profile_predictions_loss: 981.7045 - logcount_predictions_loss: 0.8463 413/2062 [=====>........................] - ETA: 3:50 - loss: 1004.3703 - logits_profile_predictions_loss: 981.6900 - logcount_predictions_loss: 0.8463 414/2062 [=====>........................] - ETA: 3:50 - loss: 1004.3542 - logits_profile_predictions_loss: 981.6751 - logcount_predictions_loss: 0.8462 415/2062 [=====>........................] - ETA: 3:50 - loss: 1004.3383 - logits_profile_predictions_loss: 981.6602 - logcount_predictions_loss: 0.8462 416/2062 [=====>........................] - ETA: 3:50 - loss: 1004.3221 - logits_profile_predictions_loss: 981.6451 - logcount_predictions_loss: 0.8462 417/2062 [=====>........................] - ETA: 3:50 - loss: 1004.3053 - logits_profile_predictions_loss: 981.6294 - logcount_predictions_loss: 0.8461 418/2062 [=====>........................] - ETA: 3:50 - loss: 1004.2879 - logits_profile_predictions_loss: 981.6130 - logcount_predictions_loss: 0.8461 419/2062 [=====>........................] - ETA: 3:49 - loss: 1004.2711 - logits_profile_predictions_loss: 981.5973 - logcount_predictions_loss: 0.8460 420/2062 [=====>........................] - ETA: 3:49 - loss: 1004.2538 - logits_profile_predictions_loss: 981.5810 - logcount_predictions_loss: 0.8460 421/2062 [=====>........................] - ETA: 3:49 - loss: 1004.2364 - logits_profile_predictions_loss: 981.5648 - logcount_predictions_loss: 0.8460 422/2062 [=====>........................] - ETA: 3:49 - loss: 1004.2193 - logits_profile_predictions_loss: 981.5487 - logcount_predictions_loss: 0.8459 423/2062 [=====>........................] - ETA: 3:49 - loss: 1004.2030 - logits_profile_predictions_loss: 981.5335 - logcount_predictions_loss: 0.8459 424/2062 [=====>........................] - ETA: 3:49 - loss: 1004.1877 - logits_profile_predictions_loss: 981.5193 - logcount_predictions_loss: 0.8458 425/2062 [=====>........................] - ETA: 3:49 - loss: 1004.1721 - logits_profile_predictions_loss: 981.5047 - logcount_predictions_loss: 0.8458 426/2062 [=====>........................] - ETA: 3:48 - loss: 1004.1571 - logits_profile_predictions_loss: 981.4909 - logcount_predictions_loss: 0.8458 427/2062 [=====>........................] - ETA: 3:48 - loss: 1004.1412 - logits_profile_predictions_loss: 981.4761 - logcount_predictions_loss: 0.8457 428/2062 [=====>........................] - ETA: 3:48 - loss: 1004.1245 - logits_profile_predictions_loss: 981.4605 - logcount_predictions_loss: 0.8457 429/2062 [=====>........................] - ETA: 3:48 - loss: 1004.1079 - logits_profile_predictions_loss: 981.4450 - logcount_predictions_loss: 0.8456 430/2062 [=====>........................] - ETA: 3:48 - loss: 1004.0922 - logits_profile_predictions_loss: 981.4304 - logcount_predictions_loss: 0.8456 431/2062 [=====>........................] - ETA: 3:48 - loss: 1004.0776 - logits_profile_predictions_loss: 981.4169 - logcount_predictions_loss: 0.8456 432/2062 [=====>........................] - ETA: 3:48 - loss: 1004.0622 - logits_profile_predictions_loss: 981.4025 - logcount_predictions_loss: 0.8455 433/2062 [=====>........................] - ETA: 3:48 - loss: 1004.0462 - logits_profile_predictions_loss: 981.3876 - logcount_predictions_loss: 0.8455 434/2062 [=====>........................] - ETA: 3:47 - loss: 1004.0305 - logits_profile_predictions_loss: 981.3730 - logcount_predictions_loss: 0.8454 435/2062 [=====>........................] - ETA: 3:47 - loss: 1004.0154 - logits_profile_predictions_loss: 981.3590 - logcount_predictions_loss: 0.8454 436/2062 [=====>........................] - ETA: 3:47 - loss: 1004.0020 - logits_profile_predictions_loss: 981.3467 - logcount_predictions_loss: 0.8453 437/2062 [=====>........................] - ETA: 3:47 - loss: 1003.9883 - logits_profile_predictions_loss: 981.3342 - logcount_predictions_loss: 0.8453 438/2062 [=====>........................] - ETA: 3:47 - loss: 1003.9751 - logits_profile_predictions_loss: 981.3222 - logcount_predictions_loss: 0.8453 439/2062 [=====>........................] - ETA: 3:47 - loss: 1003.9625 - logits_profile_predictions_loss: 981.3108 - logcount_predictions_loss: 0.8452 440/2062 [=====>........................] - ETA: 3:47 - loss: 1003.9496 - logits_profile_predictions_loss: 981.2989 - logcount_predictions_loss: 0.8452 441/2062 [=====>........................] - ETA: 3:46 - loss: 1003.9370 - logits_profile_predictions_loss: 981.2875 - logcount_predictions_loss: 0.8451 442/2062 [=====>........................] - ETA: 3:46 - loss: 1003.9252 - logits_profile_predictions_loss: 981.2769 - logcount_predictions_loss: 0.8451 443/2062 [=====>........................] - ETA: 3:46 - loss: 1003.9127 - logits_profile_predictions_loss: 981.2655 - logcount_predictions_loss: 0.8450 444/2062 [=====>........................] - ETA: 3:46 - loss: 1003.8992 - logits_profile_predictions_loss: 981.2533 - logcount_predictions_loss: 0.8450 445/2062 [=====>........................] - ETA: 3:46 - loss: 1003.8854 - logits_profile_predictions_loss: 981.2406 - logcount_predictions_loss: 0.8450 446/2062 [=====>........................] - ETA: 3:46 - loss: 1003.8711 - logits_profile_predictions_loss: 981.2275 - logcount_predictions_loss: 0.8449 447/2062 [=====>........................] - ETA: 3:46 - loss: 1003.8572 - logits_profile_predictions_loss: 981.2147 - logcount_predictions_loss: 0.8449 448/2062 [=====>........................] - ETA: 3:45 - loss: 1003.8426 - logits_profile_predictions_loss: 981.2013 - logcount_predictions_loss: 0.8448 449/2062 [=====>........................] - ETA: 3:45 - loss: 1003.8277 - logits_profile_predictions_loss: 981.1877 - logcount_predictions_loss: 0.8448 450/2062 [=====>........................] - ETA: 3:45 - loss: 1003.8131 - logits_profile_predictions_loss: 981.1744 - logcount_predictions_loss: 0.8447 451/2062 [=====>........................] - ETA: 3:45 - loss: 1003.7986 - logits_profile_predictions_loss: 981.1610 - logcount_predictions_loss: 0.8447 452/2062 [=====>........................] - ETA: 3:45 - loss: 1003.7838 - logits_profile_predictions_loss: 981.1475 - logcount_predictions_loss: 0.8446 453/2062 [=====>........................] - ETA: 3:45 - loss: 1003.7694 - logits_profile_predictions_loss: 981.1343 - logcount_predictions_loss: 0.8446 454/2062 [=====>........................] - ETA: 3:45 - loss: 1003.7552 - logits_profile_predictions_loss: 981.1214 - logcount_predictions_loss: 0.8445 455/2062 [=====>........................] - ETA: 3:44 - loss: 1003.7405 - logits_profile_predictions_loss: 981.1080 - logcount_predictions_loss: 0.8445 456/2062 [=====>........................] - ETA: 3:44 - loss: 1003.7263 - logits_profile_predictions_loss: 981.0950 - logcount_predictions_loss: 0.8445 457/2062 [=====>........................] - ETA: 3:44 - loss: 1003.7124 - logits_profile_predictions_loss: 981.0823 - logcount_predictions_loss: 0.8444 458/2062 [=====>........................] - ETA: 3:44 - loss: 1003.6985 - logits_profile_predictions_loss: 981.0695 - logcount_predictions_loss: 0.8444 459/2062 [=====>........................] - ETA: 3:44 - loss: 1003.6838 - logits_profile_predictions_loss: 981.0560 - logcount_predictions_loss: 0.8443 460/2062 [=====>........................] - ETA: 3:44 - loss: 1003.6688 - logits_profile_predictions_loss: 981.0423 - logcount_predictions_loss: 0.8443 461/2062 [=====>........................] - ETA: 3:44 - loss: 1003.6531 - logits_profile_predictions_loss: 981.0277 - logcount_predictions_loss: 0.8442 462/2062 [=====>........................] - ETA: 3:43 - loss: 1003.6372 - logits_profile_predictions_loss: 981.0130 - logcount_predictions_loss: 0.8442 463/2062 [=====>........................] - ETA: 3:43 - loss: 1003.6206 - logits_profile_predictions_loss: 980.9975 - logcount_predictions_loss: 0.8441 464/2062 [=====>........................] - ETA: 3:43 - loss: 1003.6048 - logits_profile_predictions_loss: 980.9828 - logcount_predictions_loss: 0.8441 465/2062 [=====>........................] - ETA: 3:43 - loss: 1003.5891 - logits_profile_predictions_loss: 980.9683 - logcount_predictions_loss: 0.8441 466/2062 [=====>........................] - ETA: 3:43 - loss: 1003.5730 - logits_profile_predictions_loss: 980.9534 - logcount_predictions_loss: 0.8440 467/2062 [=====>........................] - ETA: 3:43 - loss: 1003.5571 - logits_profile_predictions_loss: 980.9386 - logcount_predictions_loss: 0.8440 468/2062 [=====>........................] - ETA: 3:43 - loss: 1003.5419 - logits_profile_predictions_loss: 980.9247 - logcount_predictions_loss: 0.8439 469/2062 [=====>........................] - ETA: 3:42 - loss: 1003.5267 - logits_profile_predictions_loss: 980.9107 - logcount_predictions_loss: 0.8439 470/2062 [=====>........................] - ETA: 3:42 - loss: 1003.5113 - logits_profile_predictions_loss: 980.8964 - logcount_predictions_loss: 0.8438 471/2062 [=====>........................] - ETA: 3:42 - loss: 1003.4951 - logits_profile_predictions_loss: 980.8814 - logcount_predictions_loss: 0.8438 472/2062 [=====>........................] - ETA: 3:42 - loss: 1003.4795 - logits_profile_predictions_loss: 980.8671 - logcount_predictions_loss: 0.8438 473/2062 [=====>........................] - ETA: 3:42 - loss: 1003.4635 - logits_profile_predictions_loss: 980.8523 - logcount_predictions_loss: 0.8437 474/2062 [=====>........................] - ETA: 3:42 - loss: 1003.4485 - logits_profile_predictions_loss: 980.8385 - logcount_predictions_loss: 0.8437 475/2062 [=====>........................] - ETA: 3:42 - loss: 1003.4329 - logits_profile_predictions_loss: 980.8241 - logcount_predictions_loss: 0.8436 476/2062 [=====>........................] - ETA: 3:42 - loss: 1003.4163 - logits_profile_predictions_loss: 980.8087 - logcount_predictions_loss: 0.8436 477/2062 [=====>........................] - ETA: 3:41 - loss: 1003.4003 - 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[======>.......................] - ETA: 3:40 - loss: 1003.2962 - logits_profile_predictions_loss: 980.6980 - logcount_predictions_loss: 0.8432 485/2062 [======>.......................] - ETA: 3:40 - loss: 1003.2829 - logits_profile_predictions_loss: 980.6859 - logcount_predictions_loss: 0.8432 486/2062 [======>.......................] - ETA: 3:40 - loss: 1003.2705 - logits_profile_predictions_loss: 980.6747 - logcount_predictions_loss: 0.8431 487/2062 [======>.......................] - ETA: 3:40 - loss: 1003.2586 - logits_profile_predictions_loss: 980.6638 - logcount_predictions_loss: 0.8431 488/2062 [======>.......................] - ETA: 3:40 - loss: 1003.2473 - logits_profile_predictions_loss: 980.6537 - logcount_predictions_loss: 0.8430 489/2062 [======>.......................] - ETA: 3:40 - loss: 1003.2358 - logits_profile_predictions_loss: 980.6433 - logcount_predictions_loss: 0.8430 490/2062 [======>.......................] - ETA: 3:40 - loss: 1003.2236 - 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[============================>.] - ETA: 0s - loss: 997.2326 - logits_profile_predictions_loss: 974.8723 - logcount_predictions_loss: 0.8343 2059/2062 [============================>.] - ETA: 0s - loss: 997.2324 - logits_profile_predictions_loss: 974.8720 - logcount_predictions_loss: 0.8343 2060/2062 [============================>.] - ETA: 0s - loss: 997.2321 - logits_profile_predictions_loss: 974.8718 - logcount_predictions_loss: 0.8343 2061/2062 [============================>.] - ETA: 0s - loss: 997.2319 - logits_profile_predictions_loss: 974.8716 - logcount_predictions_loss: 0.8343 2062/2062 [==============================] - ETA: 0s - loss: 997.2316 - logits_profile_predictions_loss: 974.8713 - logcount_predictions_loss: 0.8343 2062/2062 [==============================] - 300s 145ms/step - loss: 997.2314 - logits_profile_predictions_loss: 974.8711 - logcount_predictions_loss: 0.8343 - val_loss: 1045.0498 - val_logits_profile_predictions_loss: 1020.3564 - val_logcount_predictions_loss: 0.9214 + +Epoch 00007: val_loss improved from 1062.39807 to 1045.04980, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 +Epoch 8/50 + 1/2062 [..............................] - ETA: 5:14 - loss: 913.8957 - logits_profile_predictions_loss: 893.3958 - logcount_predictions_loss: 0.7649 2/2062 [..............................] - ETA: 4:47 - loss: 907.4783 - logits_profile_predictions_loss: 887.0561 - logcount_predictions_loss: 0.7620 3/2062 [..............................] - ETA: 4:48 - loss: 906.8750 - logits_profile_predictions_loss: 886.7576 - logcount_predictions_loss: 0.7506 4/2062 [..............................] - ETA: 4:47 - loss: 908.8002 - logits_profile_predictions_loss: 888.6145 - logcount_predictions_loss: 0.7532 5/2062 [..............................] - ETA: 4:47 - loss: 913.5570 - logits_profile_predictions_loss: 892.8907 - logcount_predictions_loss: 0.7711 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[..............................] - ETA: 4:42 - loss: 960.4612 - logits_profile_predictions_loss: 938.0876 - logcount_predictions_loss: 0.8348 40/2062 [..............................] - ETA: 4:42 - loss: 960.8901 - logits_profile_predictions_loss: 938.5321 - logcount_predictions_loss: 0.8343 41/2062 [..............................] - ETA: 4:42 - loss: 961.2638 - logits_profile_predictions_loss: 938.9186 - logcount_predictions_loss: 0.8338 42/2062 [..............................] - ETA: 4:42 - loss: 961.6027 - logits_profile_predictions_loss: 939.2688 - logcount_predictions_loss: 0.8334 43/2062 [..............................] - ETA: 4:42 - loss: 961.9032 - logits_profile_predictions_loss: 939.5785 - logcount_predictions_loss: 0.8330 44/2062 [..............................] - ETA: 4:42 - loss: 962.1592 - logits_profile_predictions_loss: 939.8435 - logcount_predictions_loss: 0.8327 45/2062 [..............................] - ETA: 4:41 - loss: 962.3581 - logits_profile_predictions_loss: 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[>.............................] - ETA: 4:33 - loss: 969.3136 - logits_profile_predictions_loss: 947.4043 - logcount_predictions_loss: 0.8175 106/2062 [>.............................] - ETA: 4:32 - loss: 969.4226 - logits_profile_predictions_loss: 947.5174 - logcount_predictions_loss: 0.8174 107/2062 [>.............................] - ETA: 4:32 - loss: 969.5361 - logits_profile_predictions_loss: 947.6353 - logcount_predictions_loss: 0.8172 108/2062 [>.............................] - ETA: 4:32 - loss: 969.6485 - logits_profile_predictions_loss: 947.7521 - logcount_predictions_loss: 0.8170 109/2062 [>.............................] - ETA: 4:32 - loss: 969.7709 - logits_profile_predictions_loss: 947.8797 - logcount_predictions_loss: 0.8168 110/2062 [>.............................] - ETA: 4:32 - loss: 969.8952 - logits_profile_predictions_loss: 948.0089 - logcount_predictions_loss: 0.8166 111/2062 [>.............................] - ETA: 4:32 - loss: 970.0094 - 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[>.............................] - ETA: 4:31 - loss: 970.7653 - logits_profile_predictions_loss: 948.9147 - logcount_predictions_loss: 0.8153 119/2062 [>.............................] - ETA: 4:31 - loss: 970.8773 - logits_profile_predictions_loss: 949.0311 - logcount_predictions_loss: 0.8152 120/2062 [>.............................] - ETA: 4:31 - loss: 970.9918 - logits_profile_predictions_loss: 949.1492 - logcount_predictions_loss: 0.8150 121/2062 [>.............................] - ETA: 4:30 - loss: 971.1207 - logits_profile_predictions_loss: 949.2813 - logcount_predictions_loss: 0.8149 122/2062 [>.............................] - ETA: 4:30 - loss: 971.2573 - logits_profile_predictions_loss: 949.4207 - logcount_predictions_loss: 0.8148 123/2062 [>.............................] - ETA: 4:30 - loss: 971.3728 - logits_profile_predictions_loss: 949.5397 - logcount_predictions_loss: 0.8147 124/2062 [>.............................] - ETA: 4:30 - loss: 971.4892 - 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logits_profile_predictions_loss: 952.3725 - logcount_predictions_loss: 0.8126 229/2062 [==>...........................] - ETA: 4:16 - loss: 974.1682 - logits_profile_predictions_loss: 952.3898 - logcount_predictions_loss: 0.8126 230/2062 [==>...........................] - ETA: 4:15 - loss: 974.1843 - logits_profile_predictions_loss: 952.4050 - logcount_predictions_loss: 0.8127 231/2062 [==>...........................] - ETA: 4:15 - loss: 974.2052 - logits_profile_predictions_loss: 952.4249 - logcount_predictions_loss: 0.8127 232/2062 [==>...........................] - ETA: 4:15 - loss: 974.2233 - logits_profile_predictions_loss: 952.4420 - logcount_predictions_loss: 0.8127 233/2062 [==>...........................] - ETA: 4:15 - loss: 974.2407 - logits_profile_predictions_loss: 952.4583 - logcount_predictions_loss: 0.8128 234/2062 [==>...........................] - ETA: 4:15 - loss: 974.2578 - logits_profile_predictions_loss: 952.4744 - logcount_predictions_loss: 0.8128 235/2062 [==>...........................] - ETA: 4:15 - loss: 974.2773 - logits_profile_predictions_loss: 952.4928 - logcount_predictions_loss: 0.8129 236/2062 [==>...........................] - ETA: 4:15 - loss: 974.2973 - logits_profile_predictions_loss: 952.5119 - logcount_predictions_loss: 0.8129 237/2062 [==>...........................] - ETA: 4:14 - loss: 974.3171 - logits_profile_predictions_loss: 952.5307 - logcount_predictions_loss: 0.8129 238/2062 [==>...........................] - ETA: 4:14 - loss: 974.3371 - logits_profile_predictions_loss: 952.5497 - logcount_predictions_loss: 0.8130 239/2062 [==>...........................] - ETA: 4:14 - loss: 974.3574 - logits_profile_predictions_loss: 952.5690 - logcount_predictions_loss: 0.8130 240/2062 [==>...........................] - ETA: 4:14 - loss: 974.3809 - logits_profile_predictions_loss: 952.5914 - logcount_predictions_loss: 0.8130 241/2062 [==>...........................] - ETA: 4:14 - loss: 974.4035 - logits_profile_predictions_loss: 952.6130 - logcount_predictions_loss: 0.8131 242/2062 [==>...........................] - ETA: 4:14 - loss: 974.4275 - logits_profile_predictions_loss: 952.6360 - logcount_predictions_loss: 0.8131 243/2062 [==>...........................] - ETA: 4:14 - loss: 974.4534 - logits_profile_predictions_loss: 952.6609 - logcount_predictions_loss: 0.8132 244/2062 [==>...........................] - ETA: 4:13 - loss: 974.4775 - logits_profile_predictions_loss: 952.6838 - logcount_predictions_loss: 0.8132 245/2062 [==>...........................] - ETA: 4:13 - loss: 974.5000 - logits_profile_predictions_loss: 952.7053 - logcount_predictions_loss: 0.8132 246/2062 [==>...........................] - ETA: 4:13 - loss: 974.5204 - logits_profile_predictions_loss: 952.7247 - logcount_predictions_loss: 0.8133 247/2062 [==>...........................] - ETA: 4:13 - loss: 974.5429 - logits_profile_predictions_loss: 952.7461 - logcount_predictions_loss: 0.8133 248/2062 [==>...........................] - ETA: 4:13 - loss: 974.5646 - logits_profile_predictions_loss: 952.7667 - logcount_predictions_loss: 0.8134 249/2062 [==>...........................] - ETA: 4:13 - loss: 974.5870 - logits_profile_predictions_loss: 952.7881 - logcount_predictions_loss: 0.8134 250/2062 [==>...........................] - ETA: 4:13 - loss: 974.6055 - logits_profile_predictions_loss: 952.8057 - logcount_predictions_loss: 0.8134 251/2062 [==>...........................] - ETA: 4:13 - loss: 974.6249 - logits_profile_predictions_loss: 952.8243 - logcount_predictions_loss: 0.8135 252/2062 [==>...........................] - ETA: 4:12 - loss: 974.6416 - logits_profile_predictions_loss: 952.8403 - logcount_predictions_loss: 0.8135 253/2062 [==>...........................] - ETA: 4:12 - loss: 974.6593 - logits_profile_predictions_loss: 952.8572 - logcount_predictions_loss: 0.8135 254/2062 [==>...........................] - ETA: 4:12 - loss: 974.6755 - logits_profile_predictions_loss: 952.8727 - logcount_predictions_loss: 0.8135 255/2062 [==>...........................] - ETA: 4:12 - loss: 974.6908 - logits_profile_predictions_loss: 952.8874 - logcount_predictions_loss: 0.8136 256/2062 [==>...........................] - ETA: 4:12 - loss: 974.7061 - logits_profile_predictions_loss: 952.9021 - logcount_predictions_loss: 0.8136 257/2062 [==>...........................] - ETA: 4:12 - loss: 974.7194 - logits_profile_predictions_loss: 952.9149 - logcount_predictions_loss: 0.8136 258/2062 [==>...........................] - ETA: 4:12 - loss: 974.7323 - logits_profile_predictions_loss: 952.9272 - logcount_predictions_loss: 0.8136 259/2062 [==>...........................] - ETA: 4:11 - loss: 974.7451 - logits_profile_predictions_loss: 952.9396 - logcount_predictions_loss: 0.8136 260/2062 [==>...........................] - ETA: 4:11 - loss: 974.7597 - logits_profile_predictions_loss: 952.9537 - logcount_predictions_loss: 0.8137 261/2062 [==>...........................] - ETA: 4:11 - loss: 974.7715 - logits_profile_predictions_loss: 952.9649 - logcount_predictions_loss: 0.8137 262/2062 [==>...........................] - ETA: 4:11 - loss: 974.7848 - logits_profile_predictions_loss: 952.9777 - logcount_predictions_loss: 0.8137 263/2062 [==>...........................] - ETA: 4:11 - loss: 974.7994 - logits_profile_predictions_loss: 952.9918 - logcount_predictions_loss: 0.8137 264/2062 [==>...........................] - ETA: 4:11 - loss: 974.8116 - logits_profile_predictions_loss: 953.0035 - logcount_predictions_loss: 0.8137 265/2062 [==>...........................] - ETA: 4:11 - loss: 974.8228 - logits_profile_predictions_loss: 953.0144 - logcount_predictions_loss: 0.8137 266/2062 [==>...........................] - ETA: 4:10 - loss: 974.8334 - logits_profile_predictions_loss: 953.0245 - logcount_predictions_loss: 0.8138 267/2062 [==>...........................] - ETA: 4:10 - loss: 974.8485 - 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[==>...........................] - ETA: 4:09 - loss: 975.0036 - logits_profile_predictions_loss: 953.1930 - logcount_predictions_loss: 0.8138 275/2062 [===>..........................] - ETA: 4:09 - loss: 975.0283 - logits_profile_predictions_loss: 953.2176 - logcount_predictions_loss: 0.8138 276/2062 [===>..........................] - ETA: 4:09 - loss: 975.0559 - logits_profile_predictions_loss: 953.2451 - logcount_predictions_loss: 0.8138 277/2062 [===>..........................] - ETA: 4:09 - loss: 975.0835 - logits_profile_predictions_loss: 953.2725 - logcount_predictions_loss: 0.8138 278/2062 [===>..........................] - ETA: 4:09 - loss: 975.1088 - logits_profile_predictions_loss: 953.2975 - logcount_predictions_loss: 0.8139 279/2062 [===>..........................] - ETA: 4:09 - loss: 975.1351 - logits_profile_predictions_loss: 953.3236 - logcount_predictions_loss: 0.8139 280/2062 [===>..........................] - ETA: 4:08 - loss: 975.1626 - 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[===>..........................] - ETA: 4:07 - loss: 975.3764 - logits_profile_predictions_loss: 953.5624 - logcount_predictions_loss: 0.8140 288/2062 [===>..........................] - ETA: 4:07 - loss: 975.4102 - logits_profile_predictions_loss: 953.5959 - logcount_predictions_loss: 0.8140 289/2062 [===>..........................] - ETA: 4:07 - loss: 975.4429 - logits_profile_predictions_loss: 953.6284 - logcount_predictions_loss: 0.8140 290/2062 [===>..........................] - ETA: 4:07 - loss: 975.4740 - logits_profile_predictions_loss: 953.6592 - logcount_predictions_loss: 0.8140 291/2062 [===>..........................] - ETA: 4:07 - loss: 975.5079 - logits_profile_predictions_loss: 953.6929 - logcount_predictions_loss: 0.8140 292/2062 [===>..........................] - ETA: 4:07 - loss: 975.5429 - logits_profile_predictions_loss: 953.7276 - logcount_predictions_loss: 0.8140 293/2062 [===>..........................] - ETA: 4:07 - loss: 975.5773 - 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[===>..........................] - ETA: 4:06 - loss: 975.8073 - logits_profile_predictions_loss: 953.9903 - logcount_predictions_loss: 0.8141 301/2062 [===>..........................] - ETA: 4:06 - loss: 975.8387 - logits_profile_predictions_loss: 954.0215 - logcount_predictions_loss: 0.8141 302/2062 [===>..........................] - ETA: 4:05 - loss: 975.8714 - logits_profile_predictions_loss: 954.0539 - logcount_predictions_loss: 0.8141 303/2062 [===>..........................] - ETA: 4:05 - loss: 975.9022 - logits_profile_predictions_loss: 954.0844 - logcount_predictions_loss: 0.8141 304/2062 [===>..........................] - ETA: 4:05 - loss: 975.9330 - logits_profile_predictions_loss: 954.1149 - logcount_predictions_loss: 0.8141 305/2062 [===>..........................] - ETA: 4:05 - loss: 975.9640 - logits_profile_predictions_loss: 954.1457 - logcount_predictions_loss: 0.8141 306/2062 [===>..........................] - ETA: 4:05 - loss: 975.9920 - logits_profile_predictions_loss: 954.1735 - logcount_predictions_loss: 0.8141 307/2062 [===>..........................] - ETA: 4:05 - loss: 976.0196 - logits_profile_predictions_loss: 954.2008 - logcount_predictions_loss: 0.8141 308/2062 [===>..........................] - ETA: 4:05 - loss: 976.0468 - logits_profile_predictions_loss: 954.2278 - logcount_predictions_loss: 0.8141 309/2062 [===>..........................] - ETA: 4:04 - loss: 976.0734 - logits_profile_predictions_loss: 954.2541 - logcount_predictions_loss: 0.8142 310/2062 [===>..........................] - ETA: 4:04 - loss: 976.0990 - logits_profile_predictions_loss: 954.2794 - logcount_predictions_loss: 0.8142 311/2062 [===>..........................] - ETA: 4:04 - loss: 976.1243 - logits_profile_predictions_loss: 954.3044 - logcount_predictions_loss: 0.8142 312/2062 [===>..........................] - ETA: 4:04 - loss: 976.1502 - logits_profile_predictions_loss: 954.3301 - logcount_predictions_loss: 0.8142 313/2062 [===>..........................] - ETA: 4:04 - loss: 976.1772 - logits_profile_predictions_loss: 954.3569 - logcount_predictions_loss: 0.8142 314/2062 [===>..........................] - ETA: 4:04 - loss: 976.2041 - logits_profile_predictions_loss: 954.3836 - logcount_predictions_loss: 0.8142 315/2062 [===>..........................] - ETA: 4:04 - loss: 976.2307 - logits_profile_predictions_loss: 954.4101 - logcount_predictions_loss: 0.8142 316/2062 [===>..........................] - ETA: 4:03 - loss: 976.2548 - logits_profile_predictions_loss: 954.4339 - logcount_predictions_loss: 0.8142 317/2062 [===>..........................] - ETA: 4:03 - loss: 976.2787 - logits_profile_predictions_loss: 954.4576 - logcount_predictions_loss: 0.8142 318/2062 [===>..........................] - ETA: 4:03 - loss: 976.3007 - logits_profile_predictions_loss: 954.4794 - logcount_predictions_loss: 0.8142 319/2062 [===>..........................] - ETA: 4:03 - loss: 976.3228 - logits_profile_predictions_loss: 954.5011 - logcount_predictions_loss: 0.8142 320/2062 [===>..........................] - ETA: 4:03 - loss: 976.3428 - logits_profile_predictions_loss: 954.5208 - logcount_predictions_loss: 0.8143 321/2062 [===>..........................] - ETA: 4:03 - loss: 976.3641 - logits_profile_predictions_loss: 954.5417 - logcount_predictions_loss: 0.8143 322/2062 [===>..........................] - ETA: 4:03 - loss: 976.3840 - logits_profile_predictions_loss: 954.5612 - logcount_predictions_loss: 0.8143 323/2062 [===>..........................] - ETA: 4:02 - loss: 976.4040 - logits_profile_predictions_loss: 954.5808 - logcount_predictions_loss: 0.8143 324/2062 [===>..........................] - ETA: 4:02 - loss: 976.4233 - logits_profile_predictions_loss: 954.5996 - logcount_predictions_loss: 0.8143 325/2062 [===>..........................] - ETA: 4:02 - loss: 976.4434 - logits_profile_predictions_loss: 954.6193 - logcount_predictions_loss: 0.8143 326/2062 [===>..........................] - ETA: 4:02 - loss: 976.4641 - logits_profile_predictions_loss: 954.6395 - logcount_predictions_loss: 0.8144 327/2062 [===>..........................] - ETA: 4:02 - loss: 976.4828 - logits_profile_predictions_loss: 954.6576 - logcount_predictions_loss: 0.8144 328/2062 [===>..........................] - ETA: 4:02 - loss: 976.5037 - logits_profile_predictions_loss: 954.6779 - logcount_predictions_loss: 0.8144 329/2062 [===>..........................] - ETA: 4:02 - loss: 976.5251 - logits_profile_predictions_loss: 954.6987 - logcount_predictions_loss: 0.8144 330/2062 [===>..........................] - ETA: 4:02 - loss: 976.5460 - logits_profile_predictions_loss: 954.7189 - logcount_predictions_loss: 0.8144 331/2062 [===>..........................] - ETA: 4:01 - loss: 976.5675 - logits_profile_predictions_loss: 954.7397 - logcount_predictions_loss: 0.8145 332/2062 [===>..........................] - ETA: 4:01 - loss: 976.5877 - logits_profile_predictions_loss: 954.7589 - logcount_predictions_loss: 0.8145 333/2062 [===>..........................] - ETA: 4:01 - loss: 976.6077 - logits_profile_predictions_loss: 954.7782 - logcount_predictions_loss: 0.8145 334/2062 [===>..........................] - ETA: 4:01 - loss: 976.6285 - logits_profile_predictions_loss: 954.7982 - logcount_predictions_loss: 0.8146 335/2062 [===>..........................] - ETA: 4:01 - loss: 976.6484 - logits_profile_predictions_loss: 954.8173 - logcount_predictions_loss: 0.8146 336/2062 [===>..........................] - ETA: 4:01 - loss: 976.6679 - logits_profile_predictions_loss: 954.8362 - logcount_predictions_loss: 0.8146 337/2062 [===>..........................] - ETA: 4:01 - loss: 976.6890 - logits_profile_predictions_loss: 954.8566 - logcount_predictions_loss: 0.8146 338/2062 [===>..........................] - ETA: 4:00 - loss: 976.7095 - logits_profile_predictions_loss: 954.8763 - logcount_predictions_loss: 0.8147 339/2062 [===>..........................] - ETA: 4:00 - loss: 976.7312 - logits_profile_predictions_loss: 954.8972 - logcount_predictions_loss: 0.8147 340/2062 [===>..........................] - ETA: 4:00 - loss: 976.7525 - logits_profile_predictions_loss: 954.9177 - logcount_predictions_loss: 0.8147 341/2062 [===>..........................] - ETA: 4:00 - loss: 976.7751 - logits_profile_predictions_loss: 954.9394 - logcount_predictions_loss: 0.8148 342/2062 [===>..........................] - ETA: 4:00 - loss: 976.7984 - logits_profile_predictions_loss: 954.9618 - logcount_predictions_loss: 0.8148 343/2062 [===>..........................] - ETA: 4:00 - loss: 976.8224 - logits_profile_predictions_loss: 954.9849 - logcount_predictions_loss: 0.8148 344/2062 [====>.........................] - ETA: 4:00 - loss: 976.8448 - logits_profile_predictions_loss: 955.0065 - logcount_predictions_loss: 0.8149 345/2062 [====>.........................] - ETA: 3:59 - loss: 976.8684 - 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[====>.........................] - ETA: 3:55 - loss: 977.6581 - logits_profile_predictions_loss: 955.7928 - logcount_predictions_loss: 0.8159 379/2062 [====>.........................] - ETA: 3:55 - loss: 977.6851 - logits_profile_predictions_loss: 955.8191 - logcount_predictions_loss: 0.8159 380/2062 [====>.........................] - ETA: 3:55 - loss: 977.7132 - logits_profile_predictions_loss: 955.8464 - logcount_predictions_loss: 0.8159 381/2062 [====>.........................] - ETA: 3:54 - loss: 977.7421 - logits_profile_predictions_loss: 955.8746 - logcount_predictions_loss: 0.8160 382/2062 [====>.........................] - ETA: 3:54 - loss: 977.7700 - logits_profile_predictions_loss: 955.9019 - logcount_predictions_loss: 0.8160 383/2062 [====>.........................] - ETA: 3:54 - loss: 977.7975 - logits_profile_predictions_loss: 955.9286 - logcount_predictions_loss: 0.8160 384/2062 [====>.........................] - ETA: 3:54 - loss: 977.8243 - 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[====>.........................] - ETA: 3:53 - loss: 977.9992 - logits_profile_predictions_loss: 956.1246 - logcount_predictions_loss: 0.8162 392/2062 [====>.........................] - ETA: 3:53 - loss: 978.0219 - logits_profile_predictions_loss: 956.1467 - logcount_predictions_loss: 0.8162 393/2062 [====>.........................] - ETA: 3:53 - loss: 978.0443 - logits_profile_predictions_loss: 956.1684 - logcount_predictions_loss: 0.8163 394/2062 [====>.........................] - ETA: 3:53 - loss: 978.0665 - logits_profile_predictions_loss: 956.1900 - logcount_predictions_loss: 0.8163 395/2062 [====>.........................] - ETA: 3:52 - loss: 978.0885 - logits_profile_predictions_loss: 956.2112 - logcount_predictions_loss: 0.8163 396/2062 [====>.........................] - ETA: 3:52 - loss: 978.1099 - logits_profile_predictions_loss: 956.2320 - logcount_predictions_loss: 0.8163 397/2062 [====>.........................] - ETA: 3:52 - loss: 978.1308 - 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[====>.........................] - ETA: 3:51 - loss: 978.2683 - logits_profile_predictions_loss: 956.3857 - logcount_predictions_loss: 0.8165 405/2062 [====>.........................] - ETA: 3:51 - loss: 978.2890 - logits_profile_predictions_loss: 956.4058 - logcount_predictions_loss: 0.8165 406/2062 [====>.........................] - ETA: 3:51 - loss: 978.3091 - logits_profile_predictions_loss: 956.4254 - logcount_predictions_loss: 0.8166 407/2062 [====>.........................] - ETA: 3:51 - loss: 978.3294 - logits_profile_predictions_loss: 956.4451 - logcount_predictions_loss: 0.8166 408/2062 [====>.........................] - ETA: 3:51 - loss: 978.3491 - logits_profile_predictions_loss: 956.4642 - logcount_predictions_loss: 0.8166 409/2062 [====>.........................] - ETA: 3:51 - loss: 978.3696 - logits_profile_predictions_loss: 956.4841 - logcount_predictions_loss: 0.8166 410/2062 [====>.........................] - ETA: 3:50 - loss: 978.3905 - 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[=====>........................] - ETA: 3:49 - loss: 978.5392 - logits_profile_predictions_loss: 956.6500 - logcount_predictions_loss: 0.8168 418/2062 [=====>........................] - ETA: 3:49 - loss: 978.5605 - logits_profile_predictions_loss: 956.6709 - logcount_predictions_loss: 0.8168 419/2062 [=====>........................] - ETA: 3:49 - loss: 978.5814 - logits_profile_predictions_loss: 956.6915 - logcount_predictions_loss: 0.8168 420/2062 [=====>........................] - ETA: 3:49 - loss: 978.6027 - logits_profile_predictions_loss: 956.7124 - logcount_predictions_loss: 0.8168 421/2062 [=====>........................] - ETA: 3:49 - loss: 978.6239 - logits_profile_predictions_loss: 956.7332 - logcount_predictions_loss: 0.8168 422/2062 [=====>........................] - ETA: 3:49 - loss: 978.6443 - logits_profile_predictions_loss: 956.7532 - logcount_predictions_loss: 0.8168 423/2062 [=====>........................] - ETA: 3:49 - loss: 978.6653 - 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[=====>........................] - ETA: 3:48 - loss: 978.8061 - logits_profile_predictions_loss: 956.9124 - logcount_predictions_loss: 0.8169 431/2062 [=====>........................] - ETA: 3:47 - loss: 978.8247 - logits_profile_predictions_loss: 956.9306 - logcount_predictions_loss: 0.8169 432/2062 [=====>........................] - ETA: 3:47 - loss: 978.8421 - logits_profile_predictions_loss: 956.9476 - logcount_predictions_loss: 0.8170 433/2062 [=====>........................] - ETA: 3:47 - loss: 978.8594 - logits_profile_predictions_loss: 956.9646 - logcount_predictions_loss: 0.8170 434/2062 [=====>........................] - ETA: 3:47 - loss: 978.8767 - logits_profile_predictions_loss: 956.9815 - logcount_predictions_loss: 0.8170 435/2062 [=====>........................] - ETA: 3:47 - loss: 978.8954 - logits_profile_predictions_loss: 956.9999 - logcount_predictions_loss: 0.8170 436/2062 [=====>........................] - ETA: 3:47 - loss: 978.9132 - 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[=====>........................] - ETA: 3:46 - loss: 979.0367 - logits_profile_predictions_loss: 957.1378 - logcount_predictions_loss: 0.8171 444/2062 [=====>........................] - ETA: 3:46 - loss: 979.0527 - logits_profile_predictions_loss: 957.1533 - logcount_predictions_loss: 0.8171 445/2062 [=====>........................] - ETA: 3:46 - loss: 979.0675 - logits_profile_predictions_loss: 957.1676 - logcount_predictions_loss: 0.8172 446/2062 [=====>........................] - ETA: 3:45 - loss: 979.0822 - logits_profile_predictions_loss: 957.1819 - logcount_predictions_loss: 0.8172 447/2062 [=====>........................] - ETA: 3:45 - loss: 979.0972 - logits_profile_predictions_loss: 957.1964 - logcount_predictions_loss: 0.8172 448/2062 [=====>........................] - ETA: 3:45 - loss: 979.1127 - logits_profile_predictions_loss: 957.2115 - logcount_predictions_loss: 0.8172 449/2062 [=====>........................] - ETA: 3:45 - loss: 979.1280 - 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[=====>........................] - ETA: 3:44 - loss: 979.2390 - logits_profile_predictions_loss: 957.3343 - logcount_predictions_loss: 0.8173 457/2062 [=====>........................] - ETA: 3:44 - loss: 979.2538 - logits_profile_predictions_loss: 957.3487 - logcount_predictions_loss: 0.8174 458/2062 [=====>........................] - ETA: 3:44 - loss: 979.2676 - logits_profile_predictions_loss: 957.3621 - logcount_predictions_loss: 0.8174 459/2062 [=====>........................] - ETA: 3:44 - loss: 979.2810 - logits_profile_predictions_loss: 957.3751 - logcount_predictions_loss: 0.8174 460/2062 [=====>........................] - ETA: 3:43 - loss: 979.2956 - logits_profile_predictions_loss: 957.3893 - logcount_predictions_loss: 0.8174 461/2062 [=====>........................] - ETA: 3:43 - loss: 979.3106 - logits_profile_predictions_loss: 957.4039 - logcount_predictions_loss: 0.8174 462/2062 [=====>........................] - ETA: 3:43 - loss: 979.3264 - 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logits_profile_predictions_loss: 956.9493 - logcount_predictions_loss: 0.7499 176/2062 [=>............................] - ETA: 4:24 - loss: 977.0358 - logits_profile_predictions_loss: 956.9339 - logcount_predictions_loss: 0.7501 177/2062 [=>............................] - ETA: 4:24 - loss: 977.0263 - logits_profile_predictions_loss: 956.9208 - logcount_predictions_loss: 0.7502 178/2062 [=>............................] - ETA: 4:23 - loss: 977.0127 - logits_profile_predictions_loss: 956.9038 - logcount_predictions_loss: 0.7503 179/2062 [=>............................] - ETA: 4:23 - loss: 977.0006 - logits_profile_predictions_loss: 956.8882 - logcount_predictions_loss: 0.7505 180/2062 [=>............................] - ETA: 4:23 - loss: 976.9834 - logits_profile_predictions_loss: 956.8675 - logcount_predictions_loss: 0.7506 181/2062 [=>............................] - ETA: 4:23 - loss: 976.9705 - logits_profile_predictions_loss: 956.8513 - logcount_predictions_loss: 0.7507 182/2062 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[==>...........................] - ETA: 4:10 - loss: 975.7321 - logits_profile_predictions_loss: 955.3904 - logcount_predictions_loss: 0.7590 274/2062 [==>...........................] - ETA: 4:10 - loss: 975.7398 - logits_profile_predictions_loss: 955.3961 - logcount_predictions_loss: 0.7591 275/2062 [===>..........................] - ETA: 4:10 - loss: 975.7478 - logits_profile_predictions_loss: 955.4018 - logcount_predictions_loss: 0.7592 276/2062 [===>..........................] - ETA: 4:10 - loss: 975.7524 - logits_profile_predictions_loss: 955.4042 - logcount_predictions_loss: 0.7593 277/2062 [===>..........................] - ETA: 4:09 - loss: 975.7610 - logits_profile_predictions_loss: 955.4105 - logcount_predictions_loss: 0.7593 278/2062 [===>..........................] - ETA: 4:09 - loss: 975.7671 - logits_profile_predictions_loss: 955.4142 - logcount_predictions_loss: 0.7594 279/2062 [===>..........................] - ETA: 4:09 - loss: 975.7718 - 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[===>..........................] - ETA: 4:08 - loss: 975.8103 - logits_profile_predictions_loss: 955.4393 - logcount_predictions_loss: 0.7601 287/2062 [===>..........................] - ETA: 4:08 - loss: 975.8118 - logits_profile_predictions_loss: 955.4386 - logcount_predictions_loss: 0.7602 288/2062 [===>..........................] - ETA: 4:08 - loss: 975.8097 - logits_profile_predictions_loss: 955.4343 - logcount_predictions_loss: 0.7603 289/2062 [===>..........................] - ETA: 4:08 - loss: 975.8084 - logits_profile_predictions_loss: 955.4306 - logcount_predictions_loss: 0.7604 290/2062 [===>..........................] - ETA: 4:08 - loss: 975.8064 - logits_profile_predictions_loss: 955.4263 - logcount_predictions_loss: 0.7604 291/2062 [===>..........................] - ETA: 4:08 - loss: 975.8061 - logits_profile_predictions_loss: 955.4237 - logcount_predictions_loss: 0.7605 292/2062 [===>..........................] - ETA: 4:07 - loss: 975.8053 - logits_profile_predictions_loss: 955.4204 - logcount_predictions_loss: 0.7606 293/2062 [===>..........................] - ETA: 4:07 - loss: 975.8056 - logits_profile_predictions_loss: 955.4183 - logcount_predictions_loss: 0.7607 294/2062 [===>..........................] - ETA: 4:07 - loss: 975.8041 - logits_profile_predictions_loss: 955.4143 - logcount_predictions_loss: 0.7608 295/2062 [===>..........................] - ETA: 4:07 - loss: 975.8014 - logits_profile_predictions_loss: 955.4090 - logcount_predictions_loss: 0.7609 296/2062 [===>..........................] - ETA: 4:07 - loss: 975.8003 - logits_profile_predictions_loss: 955.4054 - logcount_predictions_loss: 0.7610 297/2062 [===>..........................] - ETA: 4:07 - loss: 975.7979 - logits_profile_predictions_loss: 955.4004 - logcount_predictions_loss: 0.7611 298/2062 [===>..........................] - ETA: 4:07 - loss: 975.7964 - logits_profile_predictions_loss: 955.3965 - logcount_predictions_loss: 0.7612 299/2062 [===>..........................] - ETA: 4:07 - loss: 975.7957 - logits_profile_predictions_loss: 955.3933 - logcount_predictions_loss: 0.7613 300/2062 [===>..........................] - ETA: 4:06 - loss: 975.7952 - logits_profile_predictions_loss: 955.3903 - logcount_predictions_loss: 0.7614 301/2062 [===>..........................] - ETA: 4:06 - loss: 975.7952 - logits_profile_predictions_loss: 955.3879 - logcount_predictions_loss: 0.7615 302/2062 [===>..........................] - ETA: 4:06 - loss: 975.7932 - logits_profile_predictions_loss: 955.3836 - logcount_predictions_loss: 0.7615 303/2062 [===>..........................] - ETA: 4:06 - loss: 975.7907 - logits_profile_predictions_loss: 955.3788 - logcount_predictions_loss: 0.7616 304/2062 [===>..........................] - ETA: 4:06 - loss: 975.7880 - logits_profile_predictions_loss: 955.3740 - logcount_predictions_loss: 0.7617 305/2062 [===>..........................] - ETA: 4:06 - loss: 975.7841 - logits_profile_predictions_loss: 955.3679 - logcount_predictions_loss: 0.7618 306/2062 [===>..........................] - ETA: 4:06 - loss: 975.7800 - logits_profile_predictions_loss: 955.3616 - logcount_predictions_loss: 0.7619 307/2062 [===>..........................] - ETA: 4:05 - loss: 975.7769 - logits_profile_predictions_loss: 955.3563 - logcount_predictions_loss: 0.7620 308/2062 [===>..........................] - ETA: 4:05 - loss: 975.7735 - logits_profile_predictions_loss: 955.3507 - logcount_predictions_loss: 0.7620 309/2062 [===>..........................] - ETA: 4:05 - loss: 975.7695 - logits_profile_predictions_loss: 955.3446 - logcount_predictions_loss: 0.7621 310/2062 [===>..........................] - ETA: 4:05 - loss: 975.7650 - logits_profile_predictions_loss: 955.3380 - logcount_predictions_loss: 0.7622 311/2062 [===>..........................] - ETA: 4:05 - loss: 975.7605 - logits_profile_predictions_loss: 955.3313 - logcount_predictions_loss: 0.7623 312/2062 [===>..........................] - ETA: 4:05 - loss: 975.7562 - logits_profile_predictions_loss: 955.3249 - logcount_predictions_loss: 0.7624 313/2062 [===>..........................] - ETA: 4:05 - loss: 975.7518 - logits_profile_predictions_loss: 955.3185 - logcount_predictions_loss: 0.7624 314/2062 [===>..........................] - ETA: 4:04 - loss: 975.7483 - logits_profile_predictions_loss: 955.3129 - logcount_predictions_loss: 0.7625 315/2062 [===>..........................] - ETA: 4:04 - loss: 975.7420 - logits_profile_predictions_loss: 955.3045 - logcount_predictions_loss: 0.7626 316/2062 [===>..........................] - ETA: 4:04 - loss: 975.7367 - logits_profile_predictions_loss: 955.2971 - logcount_predictions_loss: 0.7627 317/2062 [===>..........................] - ETA: 4:04 - loss: 975.7318 - logits_profile_predictions_loss: 955.2900 - logcount_predictions_loss: 0.7627 318/2062 [===>..........................] - ETA: 4:04 - loss: 975.7284 - logits_profile_predictions_loss: 955.2845 - logcount_predictions_loss: 0.7628 319/2062 [===>..........................] - ETA: 4:04 - loss: 975.7237 - logits_profile_predictions_loss: 955.2776 - logcount_predictions_loss: 0.7629 320/2062 [===>..........................] - ETA: 4:04 - loss: 975.7190 - logits_profile_predictions_loss: 955.2708 - logcount_predictions_loss: 0.7630 321/2062 [===>..........................] - ETA: 4:03 - loss: 975.7147 - logits_profile_predictions_loss: 955.2644 - logcount_predictions_loss: 0.7631 322/2062 [===>..........................] - ETA: 4:03 - loss: 975.7094 - logits_profile_predictions_loss: 955.2570 - logcount_predictions_loss: 0.7631 323/2062 [===>..........................] - ETA: 4:03 - loss: 975.7039 - logits_profile_predictions_loss: 955.2494 - logcount_predictions_loss: 0.7632 324/2062 [===>..........................] - ETA: 4:03 - loss: 975.7008 - logits_profile_predictions_loss: 955.2443 - logcount_predictions_loss: 0.7633 325/2062 [===>..........................] - ETA: 4:03 - loss: 975.6983 - logits_profile_predictions_loss: 955.2397 - logcount_predictions_loss: 0.7634 326/2062 [===>..........................] - ETA: 4:03 - loss: 975.6973 - logits_profile_predictions_loss: 955.2367 - logcount_predictions_loss: 0.7635 327/2062 [===>..........................] - ETA: 4:03 - loss: 975.6961 - logits_profile_predictions_loss: 955.2335 - logcount_predictions_loss: 0.7635 328/2062 [===>..........................] - ETA: 4:02 - loss: 975.6965 - logits_profile_predictions_loss: 955.2318 - logcount_predictions_loss: 0.7636 329/2062 [===>..........................] - ETA: 4:02 - loss: 975.6972 - logits_profile_predictions_loss: 955.2305 - logcount_predictions_loss: 0.7637 330/2062 [===>..........................] - ETA: 4:02 - loss: 975.6972 - logits_profile_predictions_loss: 955.2285 - logcount_predictions_loss: 0.7638 331/2062 [===>..........................] - ETA: 4:02 - loss: 975.6962 - logits_profile_predictions_loss: 955.2255 - logcount_predictions_loss: 0.7638 332/2062 [===>..........................] - ETA: 4:02 - loss: 975.6941 - logits_profile_predictions_loss: 955.2216 - logcount_predictions_loss: 0.7639 333/2062 [===>..........................] - ETA: 4:02 - loss: 975.6923 - logits_profile_predictions_loss: 955.2180 - logcount_predictions_loss: 0.7640 334/2062 [===>..........................] - ETA: 4:02 - loss: 975.6905 - logits_profile_predictions_loss: 955.2143 - logcount_predictions_loss: 0.7640 335/2062 [===>..........................] - ETA: 4:01 - loss: 975.6925 - logits_profile_predictions_loss: 955.2146 - logcount_predictions_loss: 0.7641 336/2062 [===>..........................] - ETA: 4:01 - loss: 975.6958 - logits_profile_predictions_loss: 955.2159 - logcount_predictions_loss: 0.7642 337/2062 [===>..........................] - ETA: 4:01 - loss: 975.6989 - logits_profile_predictions_loss: 955.2172 - logcount_predictions_loss: 0.7642 338/2062 [===>..........................] - ETA: 4:01 - loss: 975.7038 - logits_profile_predictions_loss: 955.2203 - logcount_predictions_loss: 0.7643 339/2062 [===>..........................] - ETA: 4:01 - loss: 975.7089 - logits_profile_predictions_loss: 955.2238 - logcount_predictions_loss: 0.7644 340/2062 [===>..........................] - ETA: 4:01 - loss: 975.7141 - logits_profile_predictions_loss: 955.2272 - logcount_predictions_loss: 0.7644 341/2062 [===>..........................] - ETA: 4:01 - loss: 975.7188 - logits_profile_predictions_loss: 955.2301 - logcount_predictions_loss: 0.7645 342/2062 [===>..........................] - ETA: 4:00 - loss: 975.7227 - logits_profile_predictions_loss: 955.2323 - logcount_predictions_loss: 0.7646 343/2062 [===>..........................] - ETA: 4:00 - loss: 975.7296 - logits_profile_predictions_loss: 955.2375 - logcount_predictions_loss: 0.7646 344/2062 [====>.........................] - ETA: 4:00 - loss: 975.7381 - logits_profile_predictions_loss: 955.2442 - logcount_predictions_loss: 0.7647 345/2062 [====>.........................] - ETA: 4:00 - loss: 975.7458 - logits_profile_predictions_loss: 955.2502 - logcount_predictions_loss: 0.7648 346/2062 [====>.........................] - ETA: 4:00 - loss: 975.7527 - logits_profile_predictions_loss: 955.2554 - logcount_predictions_loss: 0.7648 347/2062 [====>.........................] - ETA: 4:00 - loss: 975.7598 - logits_profile_predictions_loss: 955.2607 - logcount_predictions_loss: 0.7649 348/2062 [====>.........................] - ETA: 4:00 - loss: 975.7672 - logits_profile_predictions_loss: 955.2664 - logcount_predictions_loss: 0.7650 349/2062 [====>.........................] - ETA: 3:59 - loss: 975.7751 - logits_profile_predictions_loss: 955.2726 - logcount_predictions_loss: 0.7650 350/2062 [====>.........................] - ETA: 3:59 - loss: 975.7837 - logits_profile_predictions_loss: 955.2795 - logcount_predictions_loss: 0.7651 351/2062 [====>.........................] - ETA: 3:59 - loss: 975.7923 - logits_profile_predictions_loss: 955.2864 - logcount_predictions_loss: 0.7651 352/2062 [====>.........................] - ETA: 3:59 - loss: 975.8004 - logits_profile_predictions_loss: 955.2928 - logcount_predictions_loss: 0.7652 353/2062 [====>.........................] - ETA: 3:59 - loss: 975.8086 - logits_profile_predictions_loss: 955.2994 - logcount_predictions_loss: 0.7653 354/2062 [====>.........................] - ETA: 3:59 - loss: 975.8187 - logits_profile_predictions_loss: 955.3078 - logcount_predictions_loss: 0.7653 355/2062 [====>.........................] - ETA: 3:59 - loss: 975.8297 - logits_profile_predictions_loss: 955.3171 - logcount_predictions_loss: 0.7654 356/2062 [====>.........................] - ETA: 3:58 - loss: 975.8415 - logits_profile_predictions_loss: 955.3272 - logcount_predictions_loss: 0.7655 357/2062 [====>.........................] - ETA: 3:58 - loss: 975.8541 - logits_profile_predictions_loss: 955.3382 - logcount_predictions_loss: 0.7655 358/2062 [====>.........................] - ETA: 3:58 - loss: 975.8663 - logits_profile_predictions_loss: 955.3486 - logcount_predictions_loss: 0.7656 359/2062 [====>.........................] - ETA: 3:58 - loss: 975.8787 - logits_profile_predictions_loss: 955.3594 - logcount_predictions_loss: 0.7656 360/2062 [====>.........................] - ETA: 3:58 - loss: 975.8901 - logits_profile_predictions_loss: 955.3692 - logcount_predictions_loss: 0.7657 361/2062 [====>.........................] - ETA: 3:58 - loss: 975.9026 - logits_profile_predictions_loss: 955.3800 - logcount_predictions_loss: 0.7658 362/2062 [====>.........................] - ETA: 3:58 - loss: 975.9144 - logits_profile_predictions_loss: 955.3901 - logcount_predictions_loss: 0.7658 363/2062 [====>.........................] - ETA: 3:57 - loss: 975.9261 - logits_profile_predictions_loss: 955.4001 - logcount_predictions_loss: 0.7659 364/2062 [====>.........................] - ETA: 3:57 - loss: 975.9388 - logits_profile_predictions_loss: 955.4111 - logcount_predictions_loss: 0.7660 365/2062 [====>.........................] - ETA: 3:57 - loss: 975.9507 - logits_profile_predictions_loss: 955.4214 - logcount_predictions_loss: 0.7660 366/2062 [====>.........................] - ETA: 3:57 - loss: 975.9647 - logits_profile_predictions_loss: 955.4338 - logcount_predictions_loss: 0.7661 367/2062 [====>.........................] - ETA: 3:57 - loss: 975.9795 - logits_profile_predictions_loss: 955.4470 - logcount_predictions_loss: 0.7661 368/2062 [====>.........................] - ETA: 3:57 - loss: 975.9953 - logits_profile_predictions_loss: 955.4613 - logcount_predictions_loss: 0.7662 369/2062 [====>.........................] - ETA: 3:57 - loss: 976.0121 - logits_profile_predictions_loss: 955.4765 - logcount_predictions_loss: 0.7662 370/2062 [====>.........................] - ETA: 3:57 - loss: 976.0290 - logits_profile_predictions_loss: 955.4918 - logcount_predictions_loss: 0.7663 371/2062 [====>.........................] - ETA: 3:56 - loss: 976.0451 - logits_profile_predictions_loss: 955.5064 - logcount_predictions_loss: 0.7664 372/2062 [====>.........................] - ETA: 3:56 - loss: 976.0614 - logits_profile_predictions_loss: 955.5212 - logcount_predictions_loss: 0.7664 373/2062 [====>.........................] - ETA: 3:56 - loss: 976.0769 - logits_profile_predictions_loss: 955.5353 - logcount_predictions_loss: 0.7665 374/2062 [====>.........................] - ETA: 3:56 - loss: 976.0920 - logits_profile_predictions_loss: 955.5490 - logcount_predictions_loss: 0.7665 375/2062 [====>.........................] - ETA: 3:56 - loss: 976.1064 - logits_profile_predictions_loss: 955.5619 - logcount_predictions_loss: 0.7666 376/2062 [====>.........................] - ETA: 3:56 - loss: 976.1218 - logits_profile_predictions_loss: 955.5759 - logcount_predictions_loss: 0.7666 377/2062 [====>.........................] - ETA: 3:56 - loss: 976.1368 - logits_profile_predictions_loss: 955.5895 - logcount_predictions_loss: 0.7667 378/2062 [====>.........................] - ETA: 3:55 - loss: 976.1503 - logits_profile_predictions_loss: 955.6016 - logcount_predictions_loss: 0.7667 379/2062 [====>.........................] - ETA: 3:55 - loss: 976.1651 - logits_profile_predictions_loss: 955.6151 - logcount_predictions_loss: 0.7668 380/2062 [====>.........................] - ETA: 3:55 - loss: 976.1789 - logits_profile_predictions_loss: 955.6276 - logcount_predictions_loss: 0.7668 381/2062 [====>.........................] - ETA: 3:55 - loss: 976.1917 - logits_profile_predictions_loss: 955.6390 - logcount_predictions_loss: 0.7669 382/2062 [====>.........................] - ETA: 3:55 - loss: 976.2048 - logits_profile_predictions_loss: 955.6507 - logcount_predictions_loss: 0.7669 383/2062 [====>.........................] - ETA: 3:55 - loss: 976.2175 - logits_profile_predictions_loss: 955.6621 - logcount_predictions_loss: 0.7670 384/2062 [====>.........................] - ETA: 3:55 - loss: 976.2306 - logits_profile_predictions_loss: 955.6740 - logcount_predictions_loss: 0.7670 385/2062 [====>.........................] - ETA: 3:54 - loss: 976.2433 - logits_profile_predictions_loss: 955.6853 - logcount_predictions_loss: 0.7671 386/2062 [====>.........................] - ETA: 3:54 - loss: 976.2552 - logits_profile_predictions_loss: 955.6959 - logcount_predictions_loss: 0.7671 387/2062 [====>.........................] - ETA: 3:54 - loss: 976.2671 - logits_profile_predictions_loss: 955.7065 - logcount_predictions_loss: 0.7672 388/2062 [====>.........................] - ETA: 3:54 - loss: 976.2791 - logits_profile_predictions_loss: 955.7171 - logcount_predictions_loss: 0.7672 389/2062 [====>.........................] - ETA: 3:54 - loss: 976.2900 - logits_profile_predictions_loss: 955.7268 - logcount_predictions_loss: 0.7673 390/2062 [====>.........................] - ETA: 3:54 - loss: 976.3010 - logits_profile_predictions_loss: 955.7366 - logcount_predictions_loss: 0.7673 391/2062 [====>.........................] - ETA: 3:54 - loss: 976.3117 - logits_profile_predictions_loss: 955.7460 - logcount_predictions_loss: 0.7674 392/2062 [====>.........................] - ETA: 3:53 - loss: 976.3228 - logits_profile_predictions_loss: 955.7559 - logcount_predictions_loss: 0.7674 393/2062 [====>.........................] - ETA: 3:53 - loss: 976.3341 - logits_profile_predictions_loss: 955.7660 - logcount_predictions_loss: 0.7675 394/2062 [====>.........................] - ETA: 3:53 - loss: 976.3459 - logits_profile_predictions_loss: 955.7766 - logcount_predictions_loss: 0.7675 395/2062 [====>.........................] - ETA: 3:53 - loss: 976.3579 - logits_profile_predictions_loss: 955.7874 - logcount_predictions_loss: 0.7676 396/2062 [====>.........................] - ETA: 3:53 - loss: 976.3710 - logits_profile_predictions_loss: 955.7993 - logcount_predictions_loss: 0.7676 397/2062 [====>.........................] - ETA: 3:53 - loss: 976.3841 - logits_profile_predictions_loss: 955.8114 - logcount_predictions_loss: 0.7676 398/2062 [====>.........................] - ETA: 3:53 - loss: 976.3966 - logits_profile_predictions_loss: 955.8227 - logcount_predictions_loss: 0.7677 399/2062 [====>.........................] - ETA: 3:52 - loss: 976.4085 - logits_profile_predictions_loss: 955.8334 - logcount_predictions_loss: 0.7677 400/2062 [====>.........................] - ETA: 3:52 - loss: 976.4206 - logits_profile_predictions_loss: 955.8443 - logcount_predictions_loss: 0.7678 401/2062 [====>.........................] - ETA: 3:52 - loss: 976.4322 - logits_profile_predictions_loss: 955.8548 - logcount_predictions_loss: 0.7678 402/2062 [====>.........................] - ETA: 3:52 - loss: 976.4432 - logits_profile_predictions_loss: 955.8647 - logcount_predictions_loss: 0.7679 403/2062 [====>.........................] - ETA: 3:52 - loss: 976.4537 - logits_profile_predictions_loss: 955.8740 - logcount_predictions_loss: 0.7679 404/2062 [====>.........................] - ETA: 3:52 - loss: 976.4641 - logits_profile_predictions_loss: 955.8833 - logcount_predictions_loss: 0.7679 405/2062 [====>.........................] - ETA: 3:52 - loss: 976.4743 - logits_profile_predictions_loss: 955.8924 - logcount_predictions_loss: 0.7680 406/2062 [====>.........................] - ETA: 3:51 - loss: 976.4850 - logits_profile_predictions_loss: 955.9021 - logcount_predictions_loss: 0.7680 407/2062 [====>.........................] - ETA: 3:51 - loss: 976.4942 - logits_profile_predictions_loss: 955.9102 - logcount_predictions_loss: 0.7681 408/2062 [====>.........................] - ETA: 3:51 - loss: 976.5038 - logits_profile_predictions_loss: 955.9186 - logcount_predictions_loss: 0.7681 409/2062 [====>.........................] - ETA: 3:51 - loss: 976.5153 - logits_profile_predictions_loss: 955.9291 - logcount_predictions_loss: 0.7681 410/2062 [====>.........................] - ETA: 3:51 - loss: 976.5264 - logits_profile_predictions_loss: 955.9391 - logcount_predictions_loss: 0.7682 411/2062 [====>.........................] - ETA: 3:51 - loss: 976.5372 - logits_profile_predictions_loss: 955.9488 - logcount_predictions_loss: 0.7682 412/2062 [====>.........................] - ETA: 3:51 - loss: 976.5478 - logits_profile_predictions_loss: 955.9583 - logcount_predictions_loss: 0.7683 413/2062 [=====>........................] - ETA: 3:50 - loss: 976.5584 - logits_profile_predictions_loss: 955.9678 - logcount_predictions_loss: 0.7683 414/2062 [=====>........................] - ETA: 3:50 - loss: 976.5685 - logits_profile_predictions_loss: 955.9768 - logcount_predictions_loss: 0.7683 415/2062 [=====>........................] - ETA: 3:50 - loss: 976.5792 - logits_profile_predictions_loss: 955.9862 - logcount_predictions_loss: 0.7684 416/2062 [=====>........................] - ETA: 3:50 - loss: 976.5888 - logits_profile_predictions_loss: 955.9947 - logcount_predictions_loss: 0.7684 417/2062 [=====>........................] - ETA: 3:50 - loss: 976.5980 - logits_profile_predictions_loss: 956.0028 - logcount_predictions_loss: 0.7685 418/2062 [=====>........................] - ETA: 3:50 - loss: 976.6093 - logits_profile_predictions_loss: 956.0130 - logcount_predictions_loss: 0.7685 419/2062 [=====>........................] - ETA: 3:50 - loss: 976.6204 - logits_profile_predictions_loss: 956.0231 - logcount_predictions_loss: 0.7686 420/2062 [=====>........................] - ETA: 3:49 - loss: 976.6316 - logits_profile_predictions_loss: 956.0332 - logcount_predictions_loss: 0.7686 421/2062 [=====>........................] - ETA: 3:49 - loss: 976.6436 - logits_profile_predictions_loss: 956.0440 - logcount_predictions_loss: 0.7686 422/2062 [=====>........................] - ETA: 3:49 - loss: 976.6550 - logits_profile_predictions_loss: 956.0544 - logcount_predictions_loss: 0.7687 423/2062 [=====>........................] - ETA: 3:49 - loss: 976.6656 - logits_profile_predictions_loss: 956.0640 - logcount_predictions_loss: 0.7687 424/2062 [=====>........................] - ETA: 3:49 - loss: 976.6757 - logits_profile_predictions_loss: 956.0731 - logcount_predictions_loss: 0.7688 425/2062 [=====>........................] - ETA: 3:49 - loss: 976.6863 - logits_profile_predictions_loss: 956.0826 - logcount_predictions_loss: 0.7688 426/2062 [=====>........................] - ETA: 3:49 - loss: 976.6969 - logits_profile_predictions_loss: 956.0921 - logcount_predictions_loss: 0.7688 427/2062 [=====>........................] - ETA: 3:49 - loss: 976.7078 - logits_profile_predictions_loss: 956.1020 - logcount_predictions_loss: 0.7689 428/2062 [=====>........................] - ETA: 3:48 - loss: 976.7189 - logits_profile_predictions_loss: 956.1121 - logcount_predictions_loss: 0.7689 429/2062 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[..............................] - ETA: 4:54 - loss: 1015.2226 - logits_profile_predictions_loss: 996.3442 - logcount_predictions_loss: 0.7044  5/2062 [..............................] - ETA: 4:52 - loss: 1014.8232 - logits_profile_predictions_loss: 995.8979 - logcount_predictions_loss: 0.7062 6/2062 [..............................] - ETA: 4:51 - loss: 1009.3253 - logits_profile_predictions_loss: 990.3638 - logcount_predictions_loss: 0.7075 7/2062 [..............................] - ETA: 4:50 - loss: 1014.9649 - logits_profile_predictions_loss: 995.8385 - logcount_predictions_loss: 0.7137 8/2062 [..............................] - ETA: 4:49 - loss: 1018.0418 - logits_profile_predictions_loss: 998.7665 - logcount_predictions_loss: 0.7192 9/2062 [..............................] - ETA: 4:49 - loss: 1018.9137 - logits_profile_predictions_loss: 999.5834 - logcount_predictions_loss: 0.7213 10/2062 [..............................] - ETA: 4:49 - loss: 1017.6332 - logits_profile_predictions_loss: 998.3114 - logcount_predictions_loss: 0.7210 11/2062 [..............................] - ETA: 4:48 - loss: 1015.5911 - logits_profile_predictions_loss: 996.2675 - logcount_predictions_loss: 0.7210 12/2062 [..............................] - ETA: 4:48 - loss: 1014.2885 - logits_profile_predictions_loss: 994.9748 - logcount_predictions_loss: 0.7207 13/2062 [..............................] - ETA: 4:48 - loss: 1012.2324 - logits_profile_predictions_loss: 992.9107 - logcount_predictions_loss: 0.7210 14/2062 [..............................] - ETA: 4:48 - loss: 1010.8147 - logits_profile_predictions_loss: 991.4657 - logcount_predictions_loss: 0.7220 15/2062 [..............................] - ETA: 4:49 - loss: 1009.8030 - logits_profile_predictions_loss: 990.3942 - logcount_predictions_loss: 0.7242 16/2062 [..............................] - ETA: 4:49 - loss: 1009.6793 - logits_profile_predictions_loss: 990.2127 - logcount_predictions_loss: 0.7264 17/2062 [..............................] - ETA: 4:48 - loss: 1009.7729 - logits_profile_predictions_loss: 990.2631 - logcount_predictions_loss: 0.7280 18/2062 [..............................] - ETA: 4:48 - loss: 1010.6342 - logits_profile_predictions_loss: 991.0449 - logcount_predictions_loss: 0.7309 19/2062 [..............................] - ETA: 4:48 - loss: 1010.9671 - logits_profile_predictions_loss: 991.2847 - logcount_predictions_loss: 0.7344 20/2062 [..............................] - ETA: 4:47 - loss: 1011.0680 - logits_profile_predictions_loss: 991.2997 - logcount_predictions_loss: 0.7376 21/2062 [..............................] - ETA: 4:47 - loss: 1011.2639 - logits_profile_predictions_loss: 991.4095 - logcount_predictions_loss: 0.7408 22/2062 [..............................] - ETA: 4:47 - loss: 1011.3051 - logits_profile_predictions_loss: 991.3687 - logcount_predictions_loss: 0.7439 23/2062 [..............................] - ETA: 4:47 - loss: 1011.2286 - logits_profile_predictions_loss: 991.2340 - logcount_predictions_loss: 0.7461 24/2062 [..............................] - ETA: 4:46 - loss: 1010.8229 - logits_profile_predictions_loss: 990.7801 - logcount_predictions_loss: 0.7479 25/2062 [..............................] - ETA: 4:46 - loss: 1010.1632 - logits_profile_predictions_loss: 990.0654 - logcount_predictions_loss: 0.7499 26/2062 [..............................] - ETA: 4:46 - loss: 1009.4409 - logits_profile_predictions_loss: 989.2835 - logcount_predictions_loss: 0.7521 27/2062 [..............................] - ETA: 4:46 - loss: 1008.9673 - logits_profile_predictions_loss: 988.7469 - logcount_predictions_loss: 0.7545 28/2062 [..............................] - ETA: 4:46 - loss: 1008.3461 - logits_profile_predictions_loss: 988.0753 - logcount_predictions_loss: 0.7564 29/2062 [..............................] - ETA: 4:45 - loss: 1007.7468 - logits_profile_predictions_loss: 987.4272 - logcount_predictions_loss: 0.7582 30/2062 [..............................] - ETA: 4:45 - loss: 1007.0347 - logits_profile_predictions_loss: 986.6698 - logcount_predictions_loss: 0.7599 31/2062 [..............................] - ETA: 4:45 - loss: 1006.3282 - logits_profile_predictions_loss: 985.9174 - logcount_predictions_loss: 0.7616 32/2062 [..............................] - ETA: 4:45 - loss: 1005.5684 - logits_profile_predictions_loss: 985.1088 - logcount_predictions_loss: 0.7634 33/2062 [..............................] - ETA: 4:45 - loss: 1004.6287 - logits_profile_predictions_loss: 984.1147 - logcount_predictions_loss: 0.7654 34/2062 [..............................] - ETA: 4:44 - loss: 1003.7926 - logits_profile_predictions_loss: 983.2334 - logcount_predictions_loss: 0.7671 35/2062 [..............................] - ETA: 4:44 - loss: 1002.9691 - logits_profile_predictions_loss: 982.3664 - logcount_predictions_loss: 0.7688 36/2062 [..............................] - ETA: 4:44 - loss: 1002.0511 - logits_profile_predictions_loss: 981.4038 - logcount_predictions_loss: 0.7704 37/2062 [..............................] - ETA: 4:44 - loss: 1001.2154 - logits_profile_predictions_loss: 980.5242 - logcount_predictions_loss: 0.7721 38/2062 [..............................] - ETA: 4:44 - loss: 1000.5065 - logits_profile_predictions_loss: 979.7683 - logcount_predictions_loss: 0.7738 39/2062 [..............................] - ETA: 4:44 - loss: 999.8422 - logits_profile_predictions_loss: 979.0631 - logcount_predictions_loss: 0.7753  40/2062 [..............................] - ETA: 4:43 - loss: 999.3392 - logits_profile_predictions_loss: 978.5232 - logcount_predictions_loss: 0.7767 41/2062 [..............................] - ETA: 4:43 - loss: 998.8082 - logits_profile_predictions_loss: 977.9595 - logcount_predictions_loss: 0.7779 42/2062 [..............................] - ETA: 4:43 - loss: 998.2246 - logits_profile_predictions_loss: 977.3434 - logcount_predictions_loss: 0.7792 43/2062 [..............................] - ETA: 4:43 - loss: 997.7175 - logits_profile_predictions_loss: 976.8016 - logcount_predictions_loss: 0.7804 44/2062 [..............................] - ETA: 4:43 - loss: 997.2831 - logits_profile_predictions_loss: 976.3364 - logcount_predictions_loss: 0.7816 45/2062 [..............................] - ETA: 4:43 - loss: 996.7535 - logits_profile_predictions_loss: 975.7796 - logcount_predictions_loss: 0.7826 46/2062 [..............................] - ETA: 4:42 - loss: 996.2235 - logits_profile_predictions_loss: 975.2228 - logcount_predictions_loss: 0.7836 47/2062 [..............................] - ETA: 4:42 - loss: 995.6744 - logits_profile_predictions_loss: 974.6468 - logcount_predictions_loss: 0.7846 48/2062 [..............................] - ETA: 4:42 - loss: 995.2622 - logits_profile_predictions_loss: 974.2060 - logcount_predictions_loss: 0.7857 49/2062 [..............................] - ETA: 4:42 - loss: 994.8826 - logits_profile_predictions_loss: 973.7996 - logcount_predictions_loss: 0.7867 50/2062 [..............................] - ETA: 4:42 - loss: 994.4985 - logits_profile_predictions_loss: 973.3918 - logcount_predictions_loss: 0.7876 51/2062 [..............................] - ETA: 4:42 - loss: 994.0726 - logits_profile_predictions_loss: 972.9427 - logcount_predictions_loss: 0.7884 52/2062 [..............................] - ETA: 4:41 - loss: 993.6650 - logits_profile_predictions_loss: 972.5093 - logcount_predictions_loss: 0.7894 53/2062 [..............................] - ETA: 4:41 - loss: 993.2343 - logits_profile_predictions_loss: 972.0554 - logcount_predictions_loss: 0.7903 54/2062 [..............................] - ETA: 4:41 - loss: 992.8071 - logits_profile_predictions_loss: 971.6044 - logcount_predictions_loss: 0.7911 55/2062 [..............................] - ETA: 4:41 - loss: 992.4444 - logits_profile_predictions_loss: 971.2197 - logcount_predictions_loss: 0.7920 56/2062 [..............................] - ETA: 4:41 - loss: 992.1906 - logits_profile_predictions_loss: 970.9465 - logcount_predictions_loss: 0.7927 57/2062 [..............................] - ETA: 4:41 - loss: 991.9770 - logits_profile_predictions_loss: 970.7131 - logcount_predictions_loss: 0.7934 58/2062 [..............................] - ETA: 4:41 - loss: 991.7534 - logits_profile_predictions_loss: 970.4716 - logcount_predictions_loss: 0.7941 59/2062 [..............................] - ETA: 4:40 - loss: 991.5236 - logits_profile_predictions_loss: 970.2255 - logcount_predictions_loss: 0.7947 60/2062 [..............................] - ETA: 4:40 - loss: 991.2147 - logits_profile_predictions_loss: 969.9006 - logcount_predictions_loss: 0.7953 61/2062 [..............................] - ETA: 4:40 - loss: 990.8710 - logits_profile_predictions_loss: 969.5422 - logcount_predictions_loss: 0.7959 62/2062 [..............................] - ETA: 4:40 - loss: 990.5646 - logits_profile_predictions_loss: 969.2219 - logcount_predictions_loss: 0.7964 63/2062 [..............................] - ETA: 4:40 - loss: 990.3046 - logits_profile_predictions_loss: 968.9483 - logcount_predictions_loss: 0.7969 64/2062 [..............................] - ETA: 4:40 - loss: 990.0207 - logits_profile_predictions_loss: 968.6520 - logcount_predictions_loss: 0.7973 65/2062 [..............................] - ETA: 4:40 - loss: 989.7763 - logits_profile_predictions_loss: 968.3956 - logcount_predictions_loss: 0.7978 66/2062 [..............................] - ETA: 4:39 - loss: 989.5103 - logits_profile_predictions_loss: 968.1197 - logcount_predictions_loss: 0.7982 67/2062 [..............................] - ETA: 4:39 - loss: 989.2606 - logits_profile_predictions_loss: 967.8607 - logcount_predictions_loss: 0.7985 68/2062 [..............................] - ETA: 4:39 - loss: 989.0053 - logits_profile_predictions_loss: 967.5975 - logcount_predictions_loss: 0.7988 69/2062 [>.............................] - ETA: 4:39 - loss: 988.7402 - logits_profile_predictions_loss: 967.3252 - logcount_predictions_loss: 0.7991 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logits_profile_predictions_loss: 965.1399 - logcount_predictions_loss: 0.8008 77/2062 [>.............................] - ETA: 4:38 - loss: 986.3465 - logits_profile_predictions_loss: 964.8758 - logcount_predictions_loss: 0.8011 78/2062 [>.............................] - ETA: 4:38 - loss: 986.0599 - logits_profile_predictions_loss: 964.5801 - logcount_predictions_loss: 0.8015 79/2062 [>.............................] - ETA: 4:37 - loss: 985.8148 - logits_profile_predictions_loss: 964.3268 - logcount_predictions_loss: 0.8018 80/2062 [>.............................] - ETA: 4:37 - loss: 985.5769 - logits_profile_predictions_loss: 964.0820 - logcount_predictions_loss: 0.8020 81/2062 [>.............................] - ETA: 4:37 - loss: 985.3577 - logits_profile_predictions_loss: 963.8560 - logcount_predictions_loss: 0.8023 82/2062 [>.............................] - ETA: 4:37 - loss: 985.1100 - logits_profile_predictions_loss: 963.6019 - logcount_predictions_loss: 0.8025 83/2062 [>.............................] - ETA: 4:37 - loss: 984.8456 - logits_profile_predictions_loss: 963.3312 - logcount_predictions_loss: 0.8028 84/2062 [>.............................] - ETA: 4:37 - loss: 984.5953 - logits_profile_predictions_loss: 963.0759 - logcount_predictions_loss: 0.8030 85/2062 [>.............................] - ETA: 4:36 - loss: 984.3394 - logits_profile_predictions_loss: 962.8157 - logcount_predictions_loss: 0.8031 86/2062 [>.............................] - ETA: 4:36 - loss: 984.1107 - logits_profile_predictions_loss: 962.5828 - logcount_predictions_loss: 0.8033 87/2062 [>.............................] - ETA: 4:36 - loss: 983.8758 - logits_profile_predictions_loss: 962.3435 - logcount_predictions_loss: 0.8034 88/2062 [>.............................] - ETA: 4:36 - loss: 983.6414 - logits_profile_predictions_loss: 962.1060 - logcount_predictions_loss: 0.8036 89/2062 [>.............................] - ETA: 4:36 - loss: 983.4024 - logits_profile_predictions_loss: 961.8639 - logcount_predictions_loss: 0.8037 90/2062 [>.............................] - ETA: 4:36 - loss: 983.1521 - logits_profile_predictions_loss: 961.6105 - logcount_predictions_loss: 0.8038 91/2062 [>.............................] - ETA: 4:36 - loss: 982.9271 - logits_profile_predictions_loss: 961.3827 - logcount_predictions_loss: 0.8039 92/2062 [>.............................] - ETA: 4:35 - loss: 982.7112 - logits_profile_predictions_loss: 961.1645 - logcount_predictions_loss: 0.8040 93/2062 [>.............................] - ETA: 4:35 - loss: 982.4921 - logits_profile_predictions_loss: 960.9431 - logcount_predictions_loss: 0.8041 94/2062 [>.............................] - ETA: 4:35 - loss: 982.2859 - logits_profile_predictions_loss: 960.7347 - logcount_predictions_loss: 0.8042 95/2062 [>.............................] - ETA: 4:35 - loss: 982.0828 - logits_profile_predictions_loss: 960.5292 - logcount_predictions_loss: 0.8042 96/2062 [>.............................] - ETA: 4:35 - 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logits_profile_predictions_loss: 957.9682 - logcount_predictions_loss: 0.8042 110/2062 [>.............................] - ETA: 4:33 - loss: 979.3472 - logits_profile_predictions_loss: 957.7972 - logcount_predictions_loss: 0.8041 111/2062 [>.............................] - ETA: 4:33 - loss: 979.1913 - logits_profile_predictions_loss: 957.6431 - logcount_predictions_loss: 0.8040 112/2062 [>.............................] - ETA: 4:33 - loss: 979.0362 - logits_profile_predictions_loss: 957.4899 - logcount_predictions_loss: 0.8040 113/2062 [>.............................] - ETA: 4:32 - loss: 978.8973 - logits_profile_predictions_loss: 957.3529 - logcount_predictions_loss: 0.8039 114/2062 [>.............................] - ETA: 4:32 - loss: 978.7562 - logits_profile_predictions_loss: 957.2135 - logcount_predictions_loss: 0.8038 115/2062 [>.............................] - ETA: 4:32 - loss: 978.6284 - logits_profile_predictions_loss: 957.0866 - logcount_predictions_loss: 0.8038 116/2062 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[==>...........................] - ETA: 4:12 - loss: 971.0762 - logits_profile_predictions_loss: 949.7000 - logcount_predictions_loss: 0.7976 260/2062 [==>...........................] - ETA: 4:12 - loss: 971.0689 - logits_profile_predictions_loss: 949.6933 - logcount_predictions_loss: 0.7976 261/2062 [==>...........................] - ETA: 4:12 - loss: 971.0585 - logits_profile_predictions_loss: 949.6836 - logcount_predictions_loss: 0.7976 262/2062 [==>...........................] - ETA: 4:11 - loss: 971.0489 - logits_profile_predictions_loss: 949.6744 - logcount_predictions_loss: 0.7976 263/2062 [==>...........................] - ETA: 4:11 - loss: 971.0398 - logits_profile_predictions_loss: 949.6657 - logcount_predictions_loss: 0.7975 264/2062 [==>...........................] - ETA: 4:11 - loss: 971.0323 - logits_profile_predictions_loss: 949.6586 - logcount_predictions_loss: 0.7975 265/2062 [==>...........................] - ETA: 4:11 - loss: 971.0232 - logits_profile_predictions_loss: 949.6498 - logcount_predictions_loss: 0.7975 266/2062 [==>...........................] - ETA: 4:11 - loss: 971.0135 - logits_profile_predictions_loss: 949.6404 - logcount_predictions_loss: 0.7975 267/2062 [==>...........................] - ETA: 4:11 - loss: 971.0045 - logits_profile_predictions_loss: 949.6318 - logcount_predictions_loss: 0.7975 268/2062 [==>...........................] - ETA: 4:11 - loss: 970.9948 - logits_profile_predictions_loss: 949.6225 - logcount_predictions_loss: 0.7975 269/2062 [==>...........................] - ETA: 4:10 - loss: 970.9866 - logits_profile_predictions_loss: 949.6146 - logcount_predictions_loss: 0.7975 270/2062 [==>...........................] - ETA: 4:10 - loss: 970.9797 - logits_profile_predictions_loss: 949.6082 - logcount_predictions_loss: 0.7974 271/2062 [==>...........................] - ETA: 4:10 - loss: 970.9756 - logits_profile_predictions_loss: 949.6045 - logcount_predictions_loss: 0.7974 272/2062 [==>...........................] - ETA: 4:10 - loss: 970.9745 - logits_profile_predictions_loss: 949.6038 - logcount_predictions_loss: 0.7974 273/2062 [==>...........................] - ETA: 4:10 - loss: 970.9717 - logits_profile_predictions_loss: 949.6015 - logcount_predictions_loss: 0.7974 274/2062 [==>...........................] - ETA: 4:10 - loss: 970.9685 - logits_profile_predictions_loss: 949.5989 - logcount_predictions_loss: 0.7974 275/2062 [===>..........................] - ETA: 4:10 - loss: 970.9625 - logits_profile_predictions_loss: 949.5934 - logcount_predictions_loss: 0.7974 276/2062 [===>..........................] - ETA: 4:09 - loss: 970.9577 - logits_profile_predictions_loss: 949.5892 - logcount_predictions_loss: 0.7973 277/2062 [===>..........................] - ETA: 4:09 - loss: 970.9535 - logits_profile_predictions_loss: 949.5857 - logcount_predictions_loss: 0.7973 278/2062 [===>..........................] - ETA: 4:09 - loss: 970.9500 - logits_profile_predictions_loss: 949.5828 - logcount_predictions_loss: 0.7973 279/2062 [===>..........................] - ETA: 4:09 - loss: 970.9470 - logits_profile_predictions_loss: 949.5804 - logcount_predictions_loss: 0.7973 280/2062 [===>..........................] - ETA: 4:09 - loss: 970.9445 - logits_profile_predictions_loss: 949.5786 - logcount_predictions_loss: 0.7972 281/2062 [===>..........................] - ETA: 4:09 - loss: 970.9413 - logits_profile_predictions_loss: 949.5761 - logcount_predictions_loss: 0.7972 282/2062 [===>..........................] - ETA: 4:09 - loss: 970.9370 - logits_profile_predictions_loss: 949.5726 - logcount_predictions_loss: 0.7972 283/2062 [===>..........................] - ETA: 4:08 - loss: 970.9335 - logits_profile_predictions_loss: 949.5699 - logcount_predictions_loss: 0.7972 284/2062 [===>..........................] - ETA: 4:08 - loss: 970.9301 - logits_profile_predictions_loss: 949.5672 - logcount_predictions_loss: 0.7971 285/2062 [===>..........................] - ETA: 4:08 - loss: 970.9250 - logits_profile_predictions_loss: 949.5627 - logcount_predictions_loss: 0.7971 286/2062 [===>..........................] - ETA: 4:08 - loss: 970.9174 - logits_profile_predictions_loss: 949.5557 - logcount_predictions_loss: 0.7971 287/2062 [===>..........................] - ETA: 4:08 - loss: 970.9101 - logits_profile_predictions_loss: 949.5490 - logcount_predictions_loss: 0.7971 288/2062 [===>..........................] - ETA: 4:08 - loss: 970.9026 - logits_profile_predictions_loss: 949.5422 - logcount_predictions_loss: 0.7970 289/2062 [===>..........................] - ETA: 4:08 - loss: 970.8967 - logits_profile_predictions_loss: 949.5370 - logcount_predictions_loss: 0.7970 290/2062 [===>..........................] - ETA: 4:07 - loss: 970.8920 - logits_profile_predictions_loss: 949.5331 - logcount_predictions_loss: 0.7970 291/2062 [===>..........................] - ETA: 4:07 - loss: 970.8889 - logits_profile_predictions_loss: 949.5309 - logcount_predictions_loss: 0.7969 292/2062 [===>..........................] - ETA: 4:07 - loss: 970.8846 - logits_profile_predictions_loss: 949.5273 - logcount_predictions_loss: 0.7969 293/2062 [===>..........................] - ETA: 4:07 - loss: 970.8802 - logits_profile_predictions_loss: 949.5237 - logcount_predictions_loss: 0.7969 294/2062 [===>..........................] - ETA: 4:07 - loss: 970.8748 - logits_profile_predictions_loss: 949.5191 - logcount_predictions_loss: 0.7969 295/2062 [===>..........................] - ETA: 4:07 - loss: 970.8689 - logits_profile_predictions_loss: 949.5141 - logcount_predictions_loss: 0.7968 296/2062 [===>..........................] - ETA: 4:07 - loss: 970.8632 - logits_profile_predictions_loss: 949.5094 - logcount_predictions_loss: 0.7968 297/2062 [===>..........................] - ETA: 4:06 - loss: 970.8560 - logits_profile_predictions_loss: 949.5031 - logcount_predictions_loss: 0.7967 298/2062 [===>..........................] - ETA: 4:06 - loss: 970.8482 - logits_profile_predictions_loss: 949.4962 - logcount_predictions_loss: 0.7967 299/2062 [===>..........................] - ETA: 4:06 - loss: 970.8391 - logits_profile_predictions_loss: 949.4881 - logcount_predictions_loss: 0.7967 300/2062 [===>..........................] - ETA: 4:06 - loss: 970.8282 - logits_profile_predictions_loss: 949.4783 - logcount_predictions_loss: 0.7966 301/2062 [===>..........................] - ETA: 4:06 - loss: 970.8193 - logits_profile_predictions_loss: 949.4704 - logcount_predictions_loss: 0.7966 302/2062 [===>..........................] - ETA: 4:06 - loss: 970.8134 - logits_profile_predictions_loss: 949.4654 - logcount_predictions_loss: 0.7966 303/2062 [===>..........................] - ETA: 4:06 - loss: 970.8084 - logits_profile_predictions_loss: 949.4613 - logcount_predictions_loss: 0.7965 304/2062 [===>..........................] - ETA: 4:06 - loss: 970.8033 - logits_profile_predictions_loss: 949.4572 - logcount_predictions_loss: 0.7965 305/2062 [===>..........................] - ETA: 4:05 - loss: 970.8000 - logits_profile_predictions_loss: 949.4548 - logcount_predictions_loss: 0.7965 306/2062 [===>..........................] - ETA: 4:05 - loss: 970.7955 - logits_profile_predictions_loss: 949.4514 - logcount_predictions_loss: 0.7964 307/2062 [===>..........................] - ETA: 4:05 - loss: 970.7914 - logits_profile_predictions_loss: 949.4483 - logcount_predictions_loss: 0.7964 308/2062 [===>..........................] - ETA: 4:05 - loss: 970.7865 - logits_profile_predictions_loss: 949.4446 - logcount_predictions_loss: 0.7963 309/2062 [===>..........................] - ETA: 4:05 - loss: 970.7819 - logits_profile_predictions_loss: 949.4410 - logcount_predictions_loss: 0.7963 310/2062 [===>..........................] - ETA: 4:05 - loss: 970.7790 - logits_profile_predictions_loss: 949.4392 - logcount_predictions_loss: 0.7963 311/2062 [===>..........................] - ETA: 4:05 - loss: 970.7780 - logits_profile_predictions_loss: 949.4394 - logcount_predictions_loss: 0.7962 312/2062 [===>..........................] - ETA: 4:04 - loss: 970.7787 - logits_profile_predictions_loss: 949.4413 - logcount_predictions_loss: 0.7962 313/2062 [===>..........................] - ETA: 4:04 - loss: 970.7788 - logits_profile_predictions_loss: 949.4425 - logcount_predictions_loss: 0.7961 314/2062 [===>..........................] - ETA: 4:04 - loss: 970.7795 - logits_profile_predictions_loss: 949.4445 - logcount_predictions_loss: 0.7961 315/2062 [===>..........................] - ETA: 4:04 - loss: 970.7784 - logits_profile_predictions_loss: 949.4447 - logcount_predictions_loss: 0.7960 316/2062 [===>..........................] - ETA: 4:04 - loss: 970.7782 - logits_profile_predictions_loss: 949.4458 - logcount_predictions_loss: 0.7960 317/2062 [===>..........................] - ETA: 4:04 - loss: 970.7752 - logits_profile_predictions_loss: 949.4440 - logcount_predictions_loss: 0.7959 318/2062 [===>..........................] - ETA: 4:04 - loss: 970.7724 - logits_profile_predictions_loss: 949.4424 - logcount_predictions_loss: 0.7959 319/2062 [===>..........................] - ETA: 4:03 - loss: 970.7680 - logits_profile_predictions_loss: 949.4393 - logcount_predictions_loss: 0.7958 320/2062 [===>..........................] - ETA: 4:03 - loss: 970.7632 - logits_profile_predictions_loss: 949.4358 - logcount_predictions_loss: 0.7958 321/2062 [===>..........................] - ETA: 4:03 - loss: 970.7586 - logits_profile_predictions_loss: 949.4324 - logcount_predictions_loss: 0.7957 322/2062 [===>..........................] - ETA: 4:03 - loss: 970.7556 - logits_profile_predictions_loss: 949.4306 - logcount_predictions_loss: 0.7957 323/2062 [===>..........................] - ETA: 4:03 - loss: 970.7526 - logits_profile_predictions_loss: 949.4287 - logcount_predictions_loss: 0.7957 324/2062 [===>..........................] - ETA: 4:03 - loss: 970.7489 - logits_profile_predictions_loss: 949.4262 - logcount_predictions_loss: 0.7956 325/2062 [===>..........................] - ETA: 4:03 - loss: 970.7483 - logits_profile_predictions_loss: 949.4267 - logcount_predictions_loss: 0.7956 326/2062 [===>..........................] - ETA: 4:02 - loss: 970.7488 - logits_profile_predictions_loss: 949.4283 - logcount_predictions_loss: 0.7955 327/2062 [===>..........................] - ETA: 4:02 - loss: 970.7484 - logits_profile_predictions_loss: 949.4292 - logcount_predictions_loss: 0.7955 328/2062 [===>..........................] - ETA: 4:02 - loss: 970.7489 - logits_profile_predictions_loss: 949.4307 - logcount_predictions_loss: 0.7954 329/2062 [===>..........................] - ETA: 4:02 - loss: 970.7473 - logits_profile_predictions_loss: 949.4303 - logcount_predictions_loss: 0.7954 330/2062 [===>..........................] - ETA: 4:02 - loss: 970.7471 - logits_profile_predictions_loss: 949.4311 - logcount_predictions_loss: 0.7954 331/2062 [===>..........................] - ETA: 4:02 - loss: 970.7459 - logits_profile_predictions_loss: 949.4310 - logcount_predictions_loss: 0.7953 332/2062 [===>..........................] - ETA: 4:02 - loss: 970.7458 - logits_profile_predictions_loss: 949.4319 - logcount_predictions_loss: 0.7953 333/2062 [===>..........................] - ETA: 4:01 - loss: 970.7453 - logits_profile_predictions_loss: 949.4323 - logcount_predictions_loss: 0.7953 334/2062 [===>..........................] - ETA: 4:01 - loss: 970.7461 - logits_profile_predictions_loss: 949.4341 - logcount_predictions_loss: 0.7952 335/2062 [===>..........................] - ETA: 4:01 - loss: 970.7455 - logits_profile_predictions_loss: 949.4345 - logcount_predictions_loss: 0.7952 336/2062 [===>..........................] - ETA: 4:01 - loss: 970.7457 - logits_profile_predictions_loss: 949.4357 - logcount_predictions_loss: 0.7951 337/2062 [===>..........................] - ETA: 4:01 - loss: 970.7445 - logits_profile_predictions_loss: 949.4356 - logcount_predictions_loss: 0.7951 338/2062 [===>..........................] - ETA: 4:01 - loss: 970.7447 - logits_profile_predictions_loss: 949.4368 - logcount_predictions_loss: 0.7951 339/2062 [===>..........................] - ETA: 4:01 - loss: 970.7449 - logits_profile_predictions_loss: 949.4379 - logcount_predictions_loss: 0.7950 340/2062 [===>..........................] - ETA: 4:00 - loss: 970.7442 - logits_profile_predictions_loss: 949.4383 - logcount_predictions_loss: 0.7950 341/2062 [===>..........................] - ETA: 4:00 - loss: 970.7431 - logits_profile_predictions_loss: 949.4382 - logcount_predictions_loss: 0.7950 342/2062 [===>..........................] - ETA: 4:00 - loss: 970.7424 - logits_profile_predictions_loss: 949.4386 - logcount_predictions_loss: 0.7949 343/2062 [===>..........................] - ETA: 4:00 - loss: 970.7423 - logits_profile_predictions_loss: 949.4395 - logcount_predictions_loss: 0.7949 344/2062 [====>.........................] - ETA: 4:00 - loss: 970.7418 - logits_profile_predictions_loss: 949.4401 - logcount_predictions_loss: 0.7948 345/2062 [====>.........................] - ETA: 4:00 - loss: 970.7416 - logits_profile_predictions_loss: 949.4409 - logcount_predictions_loss: 0.7948 346/2062 [====>.........................] - ETA: 4:00 - loss: 970.7425 - logits_profile_predictions_loss: 949.4427 - logcount_predictions_loss: 0.7948 347/2062 [====>.........................] - ETA: 3:59 - loss: 970.7430 - logits_profile_predictions_loss: 949.4443 - logcount_predictions_loss: 0.7947 348/2062 [====>.........................] - ETA: 3:59 - loss: 970.7444 - logits_profile_predictions_loss: 949.4467 - logcount_predictions_loss: 0.7947 349/2062 [====>.........................] - ETA: 3:59 - loss: 970.7459 - logits_profile_predictions_loss: 949.4493 - logcount_predictions_loss: 0.7946 350/2062 [====>.........................] - ETA: 3:59 - loss: 970.7497 - logits_profile_predictions_loss: 949.4541 - logcount_predictions_loss: 0.7946 351/2062 [====>.........................] - ETA: 3:59 - loss: 970.7527 - logits_profile_predictions_loss: 949.4583 - logcount_predictions_loss: 0.7946 352/2062 [====>.........................] - ETA: 3:59 - loss: 970.7551 - logits_profile_predictions_loss: 949.4618 - logcount_predictions_loss: 0.7945 353/2062 [====>.........................] - ETA: 3:59 - loss: 970.7578 - logits_profile_predictions_loss: 949.4655 - logcount_predictions_loss: 0.7945 354/2062 [====>.........................] - ETA: 3:59 - loss: 970.7592 - logits_profile_predictions_loss: 949.4680 - logcount_predictions_loss: 0.7944 355/2062 [====>.........................] - ETA: 3:58 - loss: 970.7608 - logits_profile_predictions_loss: 949.4706 - logcount_predictions_loss: 0.7944 356/2062 [====>.........................] - ETA: 3:58 - loss: 970.7627 - logits_profile_predictions_loss: 949.4736 - logcount_predictions_loss: 0.7944 357/2062 [====>.........................] - ETA: 3:58 - loss: 970.7657 - logits_profile_predictions_loss: 949.4774 - logcount_predictions_loss: 0.7943 358/2062 [====>.........................] - ETA: 3:58 - loss: 970.7668 - logits_profile_predictions_loss: 949.4795 - logcount_predictions_loss: 0.7943 359/2062 [====>.........................] - ETA: 3:58 - loss: 970.7677 - logits_profile_predictions_loss: 949.4813 - logcount_predictions_loss: 0.7943 360/2062 [====>.........................] - ETA: 3:58 - loss: 970.7683 - logits_profile_predictions_loss: 949.4828 - logcount_predictions_loss: 0.7942 361/2062 [====>.........................] - ETA: 3:58 - loss: 970.7676 - logits_profile_predictions_loss: 949.4829 - logcount_predictions_loss: 0.7942 362/2062 [====>.........................] - ETA: 3:57 - loss: 970.7654 - logits_profile_predictions_loss: 949.4817 - logcount_predictions_loss: 0.7942 363/2062 [====>.........................] - ETA: 3:57 - loss: 970.7640 - logits_profile_predictions_loss: 949.4812 - logcount_predictions_loss: 0.7941 364/2062 [====>.........................] - ETA: 3:57 - loss: 970.7615 - logits_profile_predictions_loss: 949.4797 - logcount_predictions_loss: 0.7941 365/2062 [====>.........................] - ETA: 3:57 - loss: 970.7602 - logits_profile_predictions_loss: 949.4793 - logcount_predictions_loss: 0.7941 366/2062 [====>.........................] - ETA: 3:57 - loss: 970.7591 - logits_profile_predictions_loss: 949.4791 - logcount_predictions_loss: 0.7940 367/2062 [====>.........................] - ETA: 3:57 - loss: 970.7584 - logits_profile_predictions_loss: 949.4794 - logcount_predictions_loss: 0.7940 368/2062 [====>.........................] - ETA: 3:57 - loss: 970.7589 - logits_profile_predictions_loss: 949.4808 - logcount_predictions_loss: 0.7940 369/2062 [====>.........................] - ETA: 3:56 - loss: 970.7585 - logits_profile_predictions_loss: 949.4814 - logcount_predictions_loss: 0.7939 370/2062 [====>.........................] - ETA: 3:56 - loss: 970.7580 - logits_profile_predictions_loss: 949.4818 - logcount_predictions_loss: 0.7939 371/2062 [====>.........................] - ETA: 3:56 - loss: 970.7591 - logits_profile_predictions_loss: 949.4837 - logcount_predictions_loss: 0.7938 372/2062 [====>.........................] - ETA: 3:56 - loss: 970.7605 - logits_profile_predictions_loss: 949.4861 - logcount_predictions_loss: 0.7938 373/2062 [====>.........................] - ETA: 3:56 - loss: 970.7629 - logits_profile_predictions_loss: 949.4895 - logcount_predictions_loss: 0.7938 374/2062 [====>.........................] - ETA: 3:56 - loss: 970.7661 - logits_profile_predictions_loss: 949.4936 - logcount_predictions_loss: 0.7937 375/2062 [====>.........................] - ETA: 3:56 - loss: 970.7683 - logits_profile_predictions_loss: 949.4967 - logcount_predictions_loss: 0.7937 376/2062 [====>.........................] - ETA: 3:55 - loss: 970.7708 - logits_profile_predictions_loss: 949.5001 - logcount_predictions_loss: 0.7937 377/2062 [====>.........................] - ETA: 3:55 - loss: 970.7750 - logits_profile_predictions_loss: 949.5053 - logcount_predictions_loss: 0.7936 378/2062 [====>.........................] - ETA: 3:55 - loss: 970.7788 - logits_profile_predictions_loss: 949.5101 - logcount_predictions_loss: 0.7936 379/2062 [====>.........................] - ETA: 3:55 - loss: 970.7813 - logits_profile_predictions_loss: 949.5136 - logcount_predictions_loss: 0.7936 380/2062 [====>.........................] - ETA: 3:55 - loss: 970.7830 - logits_profile_predictions_loss: 949.5162 - logcount_predictions_loss: 0.7935 381/2062 [====>.........................] - ETA: 3:55 - loss: 970.7843 - logits_profile_predictions_loss: 949.5186 - logcount_predictions_loss: 0.7935 382/2062 [====>.........................] - ETA: 3:55 - loss: 970.7861 - logits_profile_predictions_loss: 949.5214 - logcount_predictions_loss: 0.7934 383/2062 [====>.........................] - ETA: 3:54 - loss: 970.7887 - logits_profile_predictions_loss: 949.5251 - logcount_predictions_loss: 0.7934 384/2062 [====>.........................] - ETA: 3:54 - loss: 970.7918 - logits_profile_predictions_loss: 949.5294 - logcount_predictions_loss: 0.7934 385/2062 [====>.........................] - ETA: 3:54 - loss: 970.7950 - logits_profile_predictions_loss: 949.5337 - logcount_predictions_loss: 0.7933 386/2062 [====>.........................] - ETA: 3:54 - loss: 970.7994 - logits_profile_predictions_loss: 949.5391 - logcount_predictions_loss: 0.7933 387/2062 [====>.........................] - ETA: 3:54 - loss: 970.8031 - logits_profile_predictions_loss: 949.5440 - logcount_predictions_loss: 0.7932 388/2062 [====>.........................] - ETA: 3:54 - loss: 970.8053 - logits_profile_predictions_loss: 949.5474 - logcount_predictions_loss: 0.7932 389/2062 [====>.........................] - ETA: 3:54 - loss: 970.8077 - logits_profile_predictions_loss: 949.5509 - logcount_predictions_loss: 0.7932 390/2062 [====>.........................] - ETA: 3:53 - loss: 970.8096 - logits_profile_predictions_loss: 949.5540 - logcount_predictions_loss: 0.7931 391/2062 [====>.........................] - ETA: 3:53 - loss: 970.8134 - logits_profile_predictions_loss: 949.5590 - logcount_predictions_loss: 0.7931 392/2062 [====>.........................] - ETA: 3:53 - loss: 970.8176 - logits_profile_predictions_loss: 949.5644 - logcount_predictions_loss: 0.7930 393/2062 [====>.........................] - ETA: 3:53 - loss: 970.8226 - logits_profile_predictions_loss: 949.5705 - logcount_predictions_loss: 0.7930 394/2062 [====>.........................] - ETA: 3:53 - loss: 970.8279 - logits_profile_predictions_loss: 949.5769 - logcount_predictions_loss: 0.7929 395/2062 [====>.........................] - ETA: 3:53 - loss: 970.8319 - 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logits_profile_predictions_loss: 953.6728 - logcount_predictions_loss: 0.7743 2015/2062 [============================>.] - ETA: 6s - loss: 974.4239 - logits_profile_predictions_loss: 953.6737 - logcount_predictions_loss: 0.7743 2016/2062 [============================>.] - ETA: 6s - loss: 974.4247 - logits_profile_predictions_loss: 953.6745 - logcount_predictions_loss: 0.7743 2017/2062 [============================>.] - ETA: 6s - loss: 974.4255 - logits_profile_predictions_loss: 953.6754 - logcount_predictions_loss: 0.7743 2018/2062 [============================>.] - ETA: 6s - loss: 974.4263 - logits_profile_predictions_loss: 953.6762 - logcount_predictions_loss: 0.7743 2019/2062 [============================>.] - ETA: 6s - loss: 974.4272 - logits_profile_predictions_loss: 953.6771 - logcount_predictions_loss: 0.7743 2020/2062 [============================>.] - ETA: 5s - loss: 974.4281 - logits_profile_predictions_loss: 953.6781 - logcount_predictions_loss: 0.7743 2021/2062 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2041/2062 [============================>.] - ETA: 2s - loss: 974.4475 - logits_profile_predictions_loss: 953.6983 - logcount_predictions_loss: 0.7742 2042/2062 [============================>.] - ETA: 2s - loss: 974.4484 - logits_profile_predictions_loss: 953.6993 - logcount_predictions_loss: 0.7742 2043/2062 [============================>.] - ETA: 2s - loss: 974.4495 - logits_profile_predictions_loss: 953.7003 - logcount_predictions_loss: 0.7742 2044/2062 [============================>.] - ETA: 2s - loss: 974.4505 - logits_profile_predictions_loss: 953.7014 - logcount_predictions_loss: 0.7742 2045/2062 [============================>.] - ETA: 2s - loss: 974.4514 - logits_profile_predictions_loss: 953.7024 - logcount_predictions_loss: 0.7742 2046/2062 [============================>.] - ETA: 2s - loss: 974.4525 - logits_profile_predictions_loss: 953.7035 - logcount_predictions_loss: 0.7742 2047/2062 [============================>.] - ETA: 2s - loss: 974.4534 - 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[============================>.] - ETA: 1s - loss: 974.4596 - logits_profile_predictions_loss: 953.7110 - logcount_predictions_loss: 0.7742 2055/2062 [============================>.] - ETA: 0s - loss: 974.4603 - logits_profile_predictions_loss: 953.7118 - logcount_predictions_loss: 0.7742 2056/2062 [============================>.] - ETA: 0s - loss: 974.4611 - logits_profile_predictions_loss: 953.7126 - logcount_predictions_loss: 0.7742 2057/2062 [============================>.] - ETA: 0s - loss: 974.4619 - logits_profile_predictions_loss: 953.7135 - logcount_predictions_loss: 0.7742 2058/2062 [============================>.] - ETA: 0s - loss: 974.4627 - logits_profile_predictions_loss: 953.7143 - logcount_predictions_loss: 0.7742 2059/2062 [============================>.] - ETA: 0s - loss: 974.4634 - logits_profile_predictions_loss: 953.7150 - logcount_predictions_loss: 0.7742 2060/2062 [============================>.] - ETA: 0s - loss: 974.4641 - logits_profile_predictions_loss: 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[..............................] - ETA: 4:51 - loss: 905.8701 - logits_profile_predictions_loss: 891.2865 - logcount_predictions_loss: 0.5442 4/2062 [..............................] - ETA: 4:50 - loss: 927.5305 - logits_profile_predictions_loss: 912.0563 - logcount_predictions_loss: 0.5774 5/2062 [..............................] - ETA: 4:49 - loss: 940.0329 - logits_profile_predictions_loss: 923.9121 - logcount_predictions_loss: 0.6015 6/2062 [..............................] - ETA: 4:49 - loss: 948.3423 - logits_profile_predictions_loss: 931.7452 - logcount_predictions_loss: 0.6193 7/2062 [..............................] - ETA: 4:48 - loss: 954.2967 - logits_profile_predictions_loss: 937.3707 - logcount_predictions_loss: 0.6316 8/2062 [..............................] - ETA: 4:48 - loss: 954.9386 - logits_profile_predictions_loss: 937.7241 - logcount_predictions_loss: 0.6423 9/2062 [..............................] - ETA: 4:48 - loss: 957.5141 - logits_profile_predictions_loss: 940.0454 - logcount_predictions_loss: 0.6518 10/2062 [..............................] - ETA: 4:47 - loss: 960.8714 - logits_profile_predictions_loss: 943.1722 - logcount_predictions_loss: 0.6604 11/2062 [..............................] - ETA: 4:47 - loss: 962.4167 - logits_profile_predictions_loss: 944.5755 - logcount_predictions_loss: 0.6657 12/2062 [..............................] - ETA: 4:47 - loss: 964.3221 - logits_profile_predictions_loss: 946.3918 - logcount_predictions_loss: 0.6690 13/2062 [..............................] - ETA: 4:46 - loss: 964.6689 - logits_profile_predictions_loss: 946.6760 - logcount_predictions_loss: 0.6714 14/2062 [..............................] - ETA: 4:46 - loss: 965.6755 - logits_profile_predictions_loss: 947.5944 - logcount_predictions_loss: 0.6747 15/2062 [..............................] - ETA: 4:46 - loss: 965.8718 - logits_profile_predictions_loss: 947.6998 - logcount_predictions_loss: 0.6781 16/2062 [..............................] - ETA: 4:46 - loss: 966.3772 - logits_profile_predictions_loss: 948.1521 - logcount_predictions_loss: 0.6800 17/2062 [..............................] - ETA: 4:46 - loss: 967.1479 - logits_profile_predictions_loss: 948.8768 - logcount_predictions_loss: 0.6818 18/2062 [..............................] - ETA: 4:46 - loss: 967.7975 - logits_profile_predictions_loss: 949.4776 - logcount_predictions_loss: 0.6836 19/2062 [..............................] - ETA: 4:46 - loss: 968.0893 - logits_profile_predictions_loss: 949.7207 - logcount_predictions_loss: 0.6854 20/2062 [..............................] - ETA: 4:45 - loss: 968.7169 - logits_profile_predictions_loss: 950.3097 - logcount_predictions_loss: 0.6868 21/2062 [..............................] - ETA: 4:45 - loss: 969.1893 - logits_profile_predictions_loss: 950.7512 - logcount_predictions_loss: 0.6880 22/2062 [..............................] - ETA: 4:45 - loss: 969.9035 - logits_profile_predictions_loss: 951.4477 - logcount_predictions_loss: 0.6886 23/2062 [..............................] - ETA: 4:45 - loss: 970.4573 - logits_profile_predictions_loss: 951.9703 - logcount_predictions_loss: 0.6898 24/2062 [..............................] - ETA: 4:45 - loss: 971.3460 - logits_profile_predictions_loss: 952.8396 - logcount_predictions_loss: 0.6905 25/2062 [..............................] - ETA: 4:45 - loss: 972.0478 - logits_profile_predictions_loss: 953.5258 - logcount_predictions_loss: 0.6911 26/2062 [..............................] - ETA: 4:44 - loss: 972.9635 - logits_profile_predictions_loss: 954.4256 - logcount_predictions_loss: 0.6917 27/2062 [..............................] - ETA: 4:44 - loss: 973.5433 - logits_profile_predictions_loss: 954.9853 - logcount_predictions_loss: 0.6925 28/2062 [..............................] - ETA: 4:44 - loss: 973.9179 - logits_profile_predictions_loss: 955.3461 - logcount_predictions_loss: 0.6930 29/2062 [..............................] - ETA: 4:44 - loss: 974.2546 - logits_profile_predictions_loss: 955.6653 - logcount_predictions_loss: 0.6936 30/2062 [..............................] - ETA: 4:44 - loss: 974.5646 - logits_profile_predictions_loss: 955.9621 - logcount_predictions_loss: 0.6941 31/2062 [..............................] - ETA: 4:44 - loss: 974.6784 - logits_profile_predictions_loss: 956.0605 - logcount_predictions_loss: 0.6947 32/2062 [..............................] - ETA: 4:44 - loss: 974.6807 - logits_profile_predictions_loss: 956.0420 - logcount_predictions_loss: 0.6955 33/2062 [..............................] - ETA: 4:43 - loss: 974.6053 - logits_profile_predictions_loss: 955.9493 - logcount_predictions_loss: 0.6961 34/2062 [..............................] - ETA: 4:43 - loss: 974.7018 - logits_profile_predictions_loss: 956.0341 - logcount_predictions_loss: 0.6966 35/2062 [..............................] - ETA: 4:43 - loss: 974.8926 - logits_profile_predictions_loss: 956.2145 - logcount_predictions_loss: 0.6969 36/2062 [..............................] - ETA: 4:43 - loss: 975.0786 - logits_profile_predictions_loss: 956.3918 - logcount_predictions_loss: 0.6973 37/2062 [..............................] - ETA: 4:43 - loss: 975.2184 - logits_profile_predictions_loss: 956.5234 - logcount_predictions_loss: 0.6976 38/2062 [..............................] - ETA: 4:43 - loss: 975.1836 - logits_profile_predictions_loss: 956.4834 - logcount_predictions_loss: 0.6978 39/2062 [..............................] - ETA: 4:43 - loss: 975.3464 - logits_profile_predictions_loss: 956.6382 - logcount_predictions_loss: 0.6981 40/2062 [..............................] - ETA: 4:43 - loss: 975.4480 - logits_profile_predictions_loss: 956.7328 - logcount_predictions_loss: 0.6983 41/2062 [..............................] - ETA: 4:42 - loss: 975.5807 - logits_profile_predictions_loss: 956.8608 - logcount_predictions_loss: 0.6985 42/2062 [..............................] - ETA: 4:42 - loss: 975.7419 - logits_profile_predictions_loss: 957.0182 - logcount_predictions_loss: 0.6986 43/2062 [..............................] - ETA: 4:42 - loss: 975.9090 - logits_profile_predictions_loss: 957.1805 - logcount_predictions_loss: 0.6988 44/2062 [..............................] - ETA: 4:42 - loss: 975.9929 - logits_profile_predictions_loss: 957.2599 - logcount_predictions_loss: 0.6990 45/2062 [..............................] - ETA: 4:42 - loss: 976.0877 - logits_profile_predictions_loss: 957.3490 - logcount_predictions_loss: 0.6992 46/2062 [..............................] - ETA: 4:42 - loss: 976.1168 - logits_profile_predictions_loss: 957.3734 - logcount_predictions_loss: 0.6994 47/2062 [..............................] - ETA: 4:42 - loss: 976.0918 - logits_profile_predictions_loss: 957.3413 - logcount_predictions_loss: 0.6996 48/2062 [..............................] - ETA: 4:41 - loss: 976.1147 - logits_profile_predictions_loss: 957.3562 - logcount_predictions_loss: 0.6999 49/2062 [..............................] - ETA: 4:41 - loss: 976.1449 - logits_profile_predictions_loss: 957.3792 - logcount_predictions_loss: 0.7002 50/2062 [..............................] - ETA: 4:41 - loss: 976.1270 - logits_profile_predictions_loss: 957.3536 - logcount_predictions_loss: 0.7005 51/2062 [..............................] - ETA: 4:41 - loss: 976.0330 - logits_profile_predictions_loss: 957.2510 - logcount_predictions_loss: 0.7008 52/2062 [..............................] - ETA: 4:41 - loss: 975.9556 - logits_profile_predictions_loss: 957.1664 - logcount_predictions_loss: 0.7011 53/2062 [..............................] - ETA: 4:41 - loss: 975.8721 - logits_profile_predictions_loss: 957.0756 - logcount_predictions_loss: 0.7014 54/2062 [..............................] - ETA: 4:41 - loss: 975.7917 - logits_profile_predictions_loss: 956.9894 - logcount_predictions_loss: 0.7016 55/2062 [..............................] - ETA: 4:40 - loss: 975.7127 - logits_profile_predictions_loss: 956.9049 - logcount_predictions_loss: 0.7018 56/2062 [..............................] - ETA: 4:40 - loss: 975.6577 - logits_profile_predictions_loss: 956.8441 - logcount_predictions_loss: 0.7020 57/2062 [..............................] - ETA: 4:40 - loss: 975.5763 - logits_profile_predictions_loss: 956.7587 - logcount_predictions_loss: 0.7021 58/2062 [..............................] - ETA: 4:40 - loss: 975.4064 - logits_profile_predictions_loss: 956.5866 - logcount_predictions_loss: 0.7022 59/2062 [..............................] - ETA: 4:40 - loss: 975.2191 - logits_profile_predictions_loss: 956.3962 - logcount_predictions_loss: 0.7023 60/2062 [..............................] - ETA: 4:40 - loss: 975.0327 - logits_profile_predictions_loss: 956.2058 - logcount_predictions_loss: 0.7025 61/2062 [..............................] - ETA: 4:40 - loss: 974.7985 - logits_profile_predictions_loss: 955.9682 - logcount_predictions_loss: 0.7026 62/2062 [..............................] - ETA: 4:39 - loss: 974.5012 - logits_profile_predictions_loss: 955.6687 - logcount_predictions_loss: 0.7027 63/2062 [..............................] - ETA: 4:39 - loss: 974.2288 - logits_profile_predictions_loss: 955.3926 - logcount_predictions_loss: 0.7028 64/2062 [..............................] - ETA: 4:39 - loss: 973.9667 - logits_profile_predictions_loss: 955.1275 - logcount_predictions_loss: 0.7030 65/2062 [..............................] - ETA: 4:39 - loss: 973.7138 - logits_profile_predictions_loss: 954.8718 - logcount_predictions_loss: 0.7031 66/2062 [..............................] - ETA: 4:39 - loss: 973.4723 - logits_profile_predictions_loss: 954.6286 - logcount_predictions_loss: 0.7031 67/2062 [..............................] - ETA: 4:39 - loss: 973.2522 - logits_profile_predictions_loss: 954.4073 - logcount_predictions_loss: 0.7032 68/2062 [..............................] - ETA: 4:39 - loss: 973.0628 - logits_profile_predictions_loss: 954.2164 - logcount_predictions_loss: 0.7032 69/2062 [>.............................] - ETA: 4:38 - loss: 972.8675 - logits_profile_predictions_loss: 954.0194 - logcount_predictions_loss: 0.7033 70/2062 [>.............................] - ETA: 4:38 - loss: 972.7140 - logits_profile_predictions_loss: 953.8648 - logcount_predictions_loss: 0.7033 71/2062 [>.............................] - ETA: 4:38 - loss: 972.5302 - logits_profile_predictions_loss: 953.6795 - logcount_predictions_loss: 0.7034 72/2062 [>.............................] - ETA: 4:38 - loss: 972.3270 - logits_profile_predictions_loss: 953.4752 - logcount_predictions_loss: 0.7034 73/2062 [>.............................] - ETA: 4:38 - loss: 972.1501 - logits_profile_predictions_loss: 953.2969 - logcount_predictions_loss: 0.7035 74/2062 [>.............................] - ETA: 4:38 - loss: 971.9783 - logits_profile_predictions_loss: 953.1244 - logcount_predictions_loss: 0.7035 75/2062 [>.............................] - ETA: 4:38 - loss: 971.8184 - logits_profile_predictions_loss: 952.9648 - logcount_predictions_loss: 0.7035 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[===>..........................] - ETA: 4:09 - loss: 961.1884 - logits_profile_predictions_loss: 942.3687 - logcount_predictions_loss: 0.7022 279/2062 [===>..........................] - ETA: 4:09 - loss: 961.1748 - logits_profile_predictions_loss: 942.3556 - logcount_predictions_loss: 0.7022 280/2062 [===>..........................] - ETA: 4:09 - loss: 961.1574 - logits_profile_predictions_loss: 942.3387 - logcount_predictions_loss: 0.7022 281/2062 [===>..........................] - ETA: 4:09 - loss: 961.1415 - logits_profile_predictions_loss: 942.3232 - logcount_predictions_loss: 0.7022 282/2062 [===>..........................] - ETA: 4:09 - loss: 961.1247 - logits_profile_predictions_loss: 942.3069 - logcount_predictions_loss: 0.7022 283/2062 [===>..........................] - ETA: 4:09 - loss: 961.1076 - logits_profile_predictions_loss: 942.2903 - logcount_predictions_loss: 0.7021 284/2062 [===>..........................] - ETA: 4:08 - loss: 961.0916 - 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[===>..........................] - ETA: 4:07 - loss: 960.9820 - logits_profile_predictions_loss: 942.1688 - logcount_predictions_loss: 0.7020 292/2062 [===>..........................] - ETA: 4:07 - loss: 960.9658 - logits_profile_predictions_loss: 942.1531 - logcount_predictions_loss: 0.7020 293/2062 [===>..........................] - ETA: 4:07 - loss: 960.9531 - logits_profile_predictions_loss: 942.1409 - logcount_predictions_loss: 0.7019 294/2062 [===>..........................] - ETA: 4:07 - loss: 960.9393 - logits_profile_predictions_loss: 942.1275 - logcount_predictions_loss: 0.7019 295/2062 [===>..........................] - ETA: 4:07 - loss: 960.9269 - logits_profile_predictions_loss: 942.1156 - logcount_predictions_loss: 0.7019 296/2062 [===>..........................] - ETA: 4:07 - loss: 960.9148 - logits_profile_predictions_loss: 942.1039 - logcount_predictions_loss: 0.7019 297/2062 [===>..........................] - ETA: 4:07 - loss: 960.9006 - 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[===>..........................] - ETA: 4:06 - loss: 960.8085 - logits_profile_predictions_loss: 942.0013 - logcount_predictions_loss: 0.7018 305/2062 [===>..........................] - ETA: 4:06 - loss: 960.7977 - logits_profile_predictions_loss: 941.9908 - logcount_predictions_loss: 0.7017 306/2062 [===>..........................] - ETA: 4:05 - loss: 960.7875 - logits_profile_predictions_loss: 941.9808 - logcount_predictions_loss: 0.7017 307/2062 [===>..........................] - ETA: 4:05 - loss: 960.7771 - logits_profile_predictions_loss: 941.9707 - logcount_predictions_loss: 0.7017 308/2062 [===>..........................] - ETA: 4:05 - loss: 960.7666 - logits_profile_predictions_loss: 941.9604 - logcount_predictions_loss: 0.7017 309/2062 [===>..........................] - ETA: 4:05 - loss: 960.7561 - logits_profile_predictions_loss: 941.9501 - logcount_predictions_loss: 0.7017 310/2062 [===>..........................] - ETA: 4:05 - loss: 960.7447 - 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[===>..........................] - ETA: 4:04 - loss: 960.6738 - logits_profile_predictions_loss: 941.8708 - logcount_predictions_loss: 0.7016 318/2062 [===>..........................] - ETA: 4:04 - loss: 960.6648 - logits_profile_predictions_loss: 941.8622 - logcount_predictions_loss: 0.7016 319/2062 [===>..........................] - ETA: 4:04 - loss: 960.6582 - logits_profile_predictions_loss: 941.8560 - logcount_predictions_loss: 0.7016 320/2062 [===>..........................] - ETA: 4:03 - loss: 960.6517 - logits_profile_predictions_loss: 941.8499 - logcount_predictions_loss: 0.7016 321/2062 [===>..........................] - ETA: 4:03 - loss: 960.6473 - logits_profile_predictions_loss: 941.8459 - logcount_predictions_loss: 0.7015 322/2062 [===>..........................] - ETA: 4:03 - loss: 960.6438 - logits_profile_predictions_loss: 941.8428 - logcount_predictions_loss: 0.7015 323/2062 [===>..........................] - ETA: 4:03 - loss: 960.6388 - 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[===>..........................] - ETA: 4:02 - loss: 960.5810 - logits_profile_predictions_loss: 941.7838 - logcount_predictions_loss: 0.7014 331/2062 [===>..........................] - ETA: 4:02 - loss: 960.5700 - logits_profile_predictions_loss: 941.7735 - logcount_predictions_loss: 0.7014 332/2062 [===>..........................] - ETA: 4:02 - loss: 960.5599 - logits_profile_predictions_loss: 941.7639 - logcount_predictions_loss: 0.7013 333/2062 [===>..........................] - ETA: 4:02 - loss: 960.5502 - logits_profile_predictions_loss: 941.7548 - logcount_predictions_loss: 0.7013 334/2062 [===>..........................] - ETA: 4:01 - loss: 960.5416 - logits_profile_predictions_loss: 941.7468 - logcount_predictions_loss: 0.7013 335/2062 [===>..........................] - ETA: 4:01 - loss: 960.5321 - logits_profile_predictions_loss: 941.7379 - logcount_predictions_loss: 0.7013 336/2062 [===>..........................] - ETA: 4:01 - loss: 960.5232 - 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logits_profile_predictions_loss: 914.0826 - logcount_predictions_loss: 0.6644 297/2062 [===>..........................] - ETA: 4:06 - loss: 931.8756 - logits_profile_predictions_loss: 914.0706 - logcount_predictions_loss: 0.6644 298/2062 [===>..........................] - ETA: 4:06 - loss: 931.8656 - logits_profile_predictions_loss: 914.0604 - logcount_predictions_loss: 0.6644 299/2062 [===>..........................] - ETA: 4:06 - loss: 931.8575 - logits_profile_predictions_loss: 914.0520 - logcount_predictions_loss: 0.6644 300/2062 [===>..........................] - ETA: 4:05 - loss: 931.8490 - logits_profile_predictions_loss: 914.0433 - logcount_predictions_loss: 0.6644 301/2062 [===>..........................] - ETA: 4:05 - loss: 931.8396 - logits_profile_predictions_loss: 914.0336 - logcount_predictions_loss: 0.6644 302/2062 [===>..........................] - ETA: 4:05 - loss: 931.8305 - logits_profile_predictions_loss: 914.0242 - logcount_predictions_loss: 0.6644 303/2062 [===>..........................] - ETA: 4:05 - loss: 931.8215 - logits_profile_predictions_loss: 914.0148 - logcount_predictions_loss: 0.6644 304/2062 [===>..........................] - ETA: 4:05 - loss: 931.8122 - logits_profile_predictions_loss: 914.0053 - logcount_predictions_loss: 0.6644 305/2062 [===>..........................] - ETA: 4:05 - loss: 931.8026 - logits_profile_predictions_loss: 913.9953 - logcount_predictions_loss: 0.6644 306/2062 [===>..........................] - ETA: 4:05 - loss: 931.7923 - logits_profile_predictions_loss: 913.9849 - logcount_predictions_loss: 0.6645 307/2062 [===>..........................] - ETA: 4:04 - loss: 931.7834 - logits_profile_predictions_loss: 913.9758 - logcount_predictions_loss: 0.6645 308/2062 [===>..........................] - ETA: 4:04 - loss: 931.7720 - logits_profile_predictions_loss: 913.9643 - logcount_predictions_loss: 0.6645 309/2062 [===>..........................] - ETA: 4:04 - loss: 931.7616 - logits_profile_predictions_loss: 913.9537 - logcount_predictions_loss: 0.6645 310/2062 [===>..........................] - ETA: 4:04 - loss: 931.7539 - logits_profile_predictions_loss: 913.9457 - logcount_predictions_loss: 0.6645 311/2062 [===>..........................] - ETA: 4:04 - loss: 931.7464 - logits_profile_predictions_loss: 913.9380 - logcount_predictions_loss: 0.6645 312/2062 [===>..........................] - ETA: 4:04 - loss: 931.7385 - logits_profile_predictions_loss: 913.9299 - logcount_predictions_loss: 0.6645 313/2062 [===>..........................] - ETA: 4:04 - loss: 931.7316 - logits_profile_predictions_loss: 913.9228 - logcount_predictions_loss: 0.6645 314/2062 [===>..........................] - ETA: 4:04 - loss: 931.7241 - logits_profile_predictions_loss: 913.9150 - logcount_predictions_loss: 0.6645 315/2062 [===>..........................] - ETA: 4:04 - loss: 931.7168 - logits_profile_predictions_loss: 913.9074 - logcount_predictions_loss: 0.6645 316/2062 [===>..........................] - ETA: 4:03 - loss: 931.7091 - logits_profile_predictions_loss: 913.8995 - logcount_predictions_loss: 0.6645 317/2062 [===>..........................] - ETA: 4:03 - loss: 931.7022 - logits_profile_predictions_loss: 913.8923 - logcount_predictions_loss: 0.6645 318/2062 [===>..........................] - ETA: 4:03 - loss: 931.6962 - logits_profile_predictions_loss: 913.8861 - logcount_predictions_loss: 0.6646 319/2062 [===>..........................] - ETA: 4:03 - loss: 931.6894 - logits_profile_predictions_loss: 913.8791 - logcount_predictions_loss: 0.6646 320/2062 [===>..........................] - ETA: 4:03 - loss: 931.6827 - logits_profile_predictions_loss: 913.8723 - logcount_predictions_loss: 0.6646 321/2062 [===>..........................] - ETA: 4:03 - loss: 931.6769 - logits_profile_predictions_loss: 913.8664 - logcount_predictions_loss: 0.6646 322/2062 [===>..........................] - ETA: 4:03 - loss: 931.6731 - logits_profile_predictions_loss: 913.8625 - logcount_predictions_loss: 0.6646 323/2062 [===>..........................] - ETA: 4:02 - loss: 931.6685 - logits_profile_predictions_loss: 913.8578 - logcount_predictions_loss: 0.6646 324/2062 [===>..........................] - ETA: 4:02 - loss: 931.6624 - logits_profile_predictions_loss: 913.8517 - logcount_predictions_loss: 0.6646 325/2062 [===>..........................] - ETA: 4:02 - loss: 931.6544 - logits_profile_predictions_loss: 913.8438 - logcount_predictions_loss: 0.6646 326/2062 [===>..........................] - ETA: 4:02 - loss: 931.6475 - logits_profile_predictions_loss: 913.8370 - logcount_predictions_loss: 0.6646 327/2062 [===>..........................] - ETA: 4:02 - loss: 931.6398 - logits_profile_predictions_loss: 913.8293 - logcount_predictions_loss: 0.6646 328/2062 [===>..........................] - ETA: 4:02 - loss: 931.6322 - logits_profile_predictions_loss: 913.8216 - logcount_predictions_loss: 0.6646 329/2062 [===>..........................] - ETA: 4:02 - loss: 931.6241 - logits_profile_predictions_loss: 913.8135 - logcount_predictions_loss: 0.6646 330/2062 [===>..........................] - ETA: 4:01 - loss: 931.6154 - logits_profile_predictions_loss: 913.8049 - logcount_predictions_loss: 0.6646 331/2062 [===>..........................] - ETA: 4:01 - loss: 931.6060 - logits_profile_predictions_loss: 913.7954 - logcount_predictions_loss: 0.6646 332/2062 [===>..........................] - ETA: 4:01 - loss: 931.5958 - logits_profile_predictions_loss: 913.7852 - logcount_predictions_loss: 0.6646 333/2062 [===>..........................] - ETA: 4:01 - loss: 931.5877 - logits_profile_predictions_loss: 913.7770 - logcount_predictions_loss: 0.6646 334/2062 [===>..........................] - ETA: 4:01 - loss: 931.5793 - logits_profile_predictions_loss: 913.7686 - logcount_predictions_loss: 0.6646 335/2062 [===>..........................] - ETA: 4:01 - loss: 931.5696 - logits_profile_predictions_loss: 913.7588 - logcount_predictions_loss: 0.6646 336/2062 [===>..........................] - ETA: 4:01 - loss: 931.5613 - logits_profile_predictions_loss: 913.7504 - logcount_predictions_loss: 0.6646 337/2062 [===>..........................] - ETA: 4:00 - loss: 931.5519 - logits_profile_predictions_loss: 913.7410 - logcount_predictions_loss: 0.6646 338/2062 [===>..........................] - ETA: 4:00 - loss: 931.5442 - logits_profile_predictions_loss: 913.7331 - logcount_predictions_loss: 0.6646 339/2062 [===>..........................] - ETA: 4:00 - loss: 931.5342 - logits_profile_predictions_loss: 913.7231 - logcount_predictions_loss: 0.6646 340/2062 [===>..........................] - ETA: 4:00 - loss: 931.5259 - logits_profile_predictions_loss: 913.7148 - logcount_predictions_loss: 0.6646 341/2062 [===>..........................] - ETA: 4:00 - loss: 931.5163 - logits_profile_predictions_loss: 913.7052 - logcount_predictions_loss: 0.6646 342/2062 [===>..........................] - ETA: 4:00 - loss: 931.5069 - logits_profile_predictions_loss: 913.6957 - logcount_predictions_loss: 0.6646 343/2062 [===>..........................] - ETA: 4:00 - loss: 931.4978 - logits_profile_predictions_loss: 913.6867 - logcount_predictions_loss: 0.6646 344/2062 [====>.........................] - ETA: 3:59 - loss: 931.4872 - logits_profile_predictions_loss: 913.6760 - logcount_predictions_loss: 0.6646 345/2062 [====>.........................] - ETA: 3:59 - loss: 931.4765 - logits_profile_predictions_loss: 913.6653 - logcount_predictions_loss: 0.6646 346/2062 [====>.........................] - ETA: 3:59 - loss: 931.4663 - logits_profile_predictions_loss: 913.6551 - logcount_predictions_loss: 0.6646 347/2062 [====>.........................] - ETA: 3:59 - loss: 931.4585 - logits_profile_predictions_loss: 913.6473 - logcount_predictions_loss: 0.6646 348/2062 [====>.........................] - ETA: 3:59 - loss: 931.4504 - logits_profile_predictions_loss: 913.6393 - logcount_predictions_loss: 0.6646 349/2062 [====>.........................] - ETA: 3:59 - loss: 931.4427 - logits_profile_predictions_loss: 913.6317 - logcount_predictions_loss: 0.6646 350/2062 [====>.........................] - ETA: 3:58 - loss: 931.4360 - logits_profile_predictions_loss: 913.6249 - logcount_predictions_loss: 0.6646 351/2062 [====>.........................] - ETA: 3:58 - loss: 931.4282 - logits_profile_predictions_loss: 913.6171 - logcount_predictions_loss: 0.6646 352/2062 [====>.........................] - ETA: 3:58 - loss: 931.4222 - logits_profile_predictions_loss: 913.6110 - logcount_predictions_loss: 0.6646 353/2062 [====>.........................] - ETA: 3:58 - loss: 931.4168 - logits_profile_predictions_loss: 913.6057 - logcount_predictions_loss: 0.6646 354/2062 [====>.........................] - ETA: 3:58 - loss: 931.4123 - logits_profile_predictions_loss: 913.6010 - logcount_predictions_loss: 0.6646 355/2062 [====>.........................] - ETA: 3:58 - loss: 931.4071 - logits_profile_predictions_loss: 913.5959 - logcount_predictions_loss: 0.6646 356/2062 [====>.........................] - ETA: 3:58 - loss: 931.4035 - logits_profile_predictions_loss: 913.5922 - logcount_predictions_loss: 0.6646 357/2062 [====>.........................] - ETA: 3:58 - loss: 931.3985 - logits_profile_predictions_loss: 913.5872 - logcount_predictions_loss: 0.6646 358/2062 [====>.........................] - ETA: 3:57 - loss: 931.3936 - logits_profile_predictions_loss: 913.5823 - logcount_predictions_loss: 0.6646 359/2062 [====>.........................] - ETA: 3:57 - loss: 931.3885 - logits_profile_predictions_loss: 913.5771 - logcount_predictions_loss: 0.6646 360/2062 [====>.........................] - ETA: 3:57 - loss: 931.3845 - logits_profile_predictions_loss: 913.5730 - logcount_predictions_loss: 0.6646 361/2062 [====>.........................] - ETA: 3:57 - loss: 931.3805 - logits_profile_predictions_loss: 913.5690 - logcount_predictions_loss: 0.6646 362/2062 [====>.........................] - ETA: 3:57 - loss: 931.3752 - logits_profile_predictions_loss: 913.5635 - logcount_predictions_loss: 0.6646 363/2062 [====>.........................] - ETA: 3:57 - loss: 931.3690 - logits_profile_predictions_loss: 913.5574 - logcount_predictions_loss: 0.6646 364/2062 [====>.........................] - ETA: 3:57 - loss: 931.3642 - logits_profile_predictions_loss: 913.5524 - logcount_predictions_loss: 0.6646 365/2062 [====>.........................] - ETA: 3:56 - loss: 931.3593 - logits_profile_predictions_loss: 913.5475 - logcount_predictions_loss: 0.6646 366/2062 [====>.........................] - ETA: 3:56 - loss: 931.3565 - logits_profile_predictions_loss: 913.5446 - logcount_predictions_loss: 0.6646 367/2062 [====>.........................] - ETA: 3:56 - loss: 931.3545 - logits_profile_predictions_loss: 913.5425 - logcount_predictions_loss: 0.6646 368/2062 [====>.........................] - ETA: 3:56 - loss: 931.3527 - logits_profile_predictions_loss: 913.5407 - logcount_predictions_loss: 0.6646 369/2062 [====>.........................] - ETA: 3:56 - loss: 931.3503 - logits_profile_predictions_loss: 913.5382 - logcount_predictions_loss: 0.6646 370/2062 [====>.........................] - ETA: 3:56 - loss: 931.3480 - logits_profile_predictions_loss: 913.5359 - logcount_predictions_loss: 0.6646 371/2062 [====>.........................] - ETA: 3:56 - loss: 931.3454 - logits_profile_predictions_loss: 913.5333 - logcount_predictions_loss: 0.6646 372/2062 [====>.........................] - ETA: 3:55 - loss: 931.3426 - logits_profile_predictions_loss: 913.5305 - logcount_predictions_loss: 0.6646 373/2062 [====>.........................] - ETA: 3:55 - loss: 931.3394 - logits_profile_predictions_loss: 913.5273 - logcount_predictions_loss: 0.6646 374/2062 [====>.........................] - ETA: 3:55 - loss: 931.3365 - logits_profile_predictions_loss: 913.5244 - logcount_predictions_loss: 0.6646 375/2062 [====>.........................] - ETA: 3:55 - loss: 931.3332 - logits_profile_predictions_loss: 913.5212 - logcount_predictions_loss: 0.6646 376/2062 [====>.........................] - ETA: 3:55 - loss: 931.3298 - logits_profile_predictions_loss: 913.5178 - logcount_predictions_loss: 0.6646 377/2062 [====>.........................] - ETA: 3:55 - loss: 931.3267 - logits_profile_predictions_loss: 913.5148 - logcount_predictions_loss: 0.6646 378/2062 [====>.........................] - ETA: 3:55 - loss: 931.3242 - logits_profile_predictions_loss: 913.5123 - logcount_predictions_loss: 0.6646 379/2062 [====>.........................] - ETA: 3:54 - loss: 931.3219 - logits_profile_predictions_loss: 913.5102 - logcount_predictions_loss: 0.6646 380/2062 [====>.........................] - ETA: 3:54 - loss: 931.3197 - logits_profile_predictions_loss: 913.5080 - logcount_predictions_loss: 0.6646 381/2062 [====>.........................] - ETA: 3:54 - loss: 931.3184 - logits_profile_predictions_loss: 913.5069 - logcount_predictions_loss: 0.6646 382/2062 [====>.........................] - ETA: 3:54 - loss: 931.3185 - logits_profile_predictions_loss: 913.5071 - logcount_predictions_loss: 0.6646 383/2062 [====>.........................] - ETA: 3:54 - loss: 931.3191 - logits_profile_predictions_loss: 913.5078 - logcount_predictions_loss: 0.6646 384/2062 [====>.........................] - ETA: 3:54 - loss: 931.3200 - logits_profile_predictions_loss: 913.5088 - logcount_predictions_loss: 0.6646 385/2062 [====>.........................] - ETA: 3:54 - loss: 931.3222 - logits_profile_predictions_loss: 913.5111 - logcount_predictions_loss: 0.6646 386/2062 [====>.........................] - ETA: 3:53 - loss: 931.3234 - logits_profile_predictions_loss: 913.5124 - logcount_predictions_loss: 0.6646 387/2062 [====>.........................] - ETA: 3:53 - loss: 931.3245 - logits_profile_predictions_loss: 913.5136 - logcount_predictions_loss: 0.6646 388/2062 [====>.........................] - ETA: 3:53 - loss: 931.3258 - logits_profile_predictions_loss: 913.5150 - logcount_predictions_loss: 0.6646 389/2062 [====>.........................] - ETA: 3:53 - loss: 931.3280 - logits_profile_predictions_loss: 913.5172 - logcount_predictions_loss: 0.6646 390/2062 [====>.........................] - ETA: 3:53 - loss: 931.3304 - logits_profile_predictions_loss: 913.5197 - logcount_predictions_loss: 0.6646 391/2062 [====>.........................] - ETA: 3:53 - loss: 931.3326 - logits_profile_predictions_loss: 913.5219 - logcount_predictions_loss: 0.6646 392/2062 [====>.........................] - ETA: 3:53 - loss: 931.3352 - logits_profile_predictions_loss: 913.5244 - logcount_predictions_loss: 0.6646 393/2062 [====>.........................] - ETA: 3:52 - loss: 931.3384 - logits_profile_predictions_loss: 913.5276 - logcount_predictions_loss: 0.6646 394/2062 [====>.........................] - ETA: 3:52 - loss: 931.3424 - logits_profile_predictions_loss: 913.5316 - logcount_predictions_loss: 0.6646 395/2062 [====>.........................] - ETA: 3:52 - loss: 931.3453 - logits_profile_predictions_loss: 913.5345 - logcount_predictions_loss: 0.6646 396/2062 [====>.........................] - ETA: 3:52 - loss: 931.3489 - logits_profile_predictions_loss: 913.5380 - logcount_predictions_loss: 0.6646 397/2062 [====>.........................] - ETA: 3:52 - loss: 931.3523 - logits_profile_predictions_loss: 913.5414 - logcount_predictions_loss: 0.6646 398/2062 [====>.........................] - ETA: 3:52 - loss: 931.3554 - logits_profile_predictions_loss: 913.5446 - logcount_predictions_loss: 0.6646 399/2062 [====>.........................] - ETA: 3:52 - loss: 931.3602 - logits_profile_predictions_loss: 913.5495 - logcount_predictions_loss: 0.6646 400/2062 [====>.........................] - ETA: 3:51 - loss: 931.3647 - logits_profile_predictions_loss: 913.5541 - logcount_predictions_loss: 0.6646 401/2062 [====>.........................] - ETA: 3:51 - loss: 931.3697 - logits_profile_predictions_loss: 913.5592 - logcount_predictions_loss: 0.6646 402/2062 [====>.........................] - ETA: 3:51 - loss: 931.3743 - logits_profile_predictions_loss: 913.5639 - logcount_predictions_loss: 0.6646 403/2062 [====>.........................] - ETA: 3:51 - loss: 931.3791 - logits_profile_predictions_loss: 913.5688 - logcount_predictions_loss: 0.6646 404/2062 [====>.........................] - ETA: 3:51 - loss: 931.3841 - logits_profile_predictions_loss: 913.5739 - logcount_predictions_loss: 0.6646 405/2062 [====>.........................] - ETA: 3:51 - loss: 931.3888 - logits_profile_predictions_loss: 913.5787 - logcount_predictions_loss: 0.6646 406/2062 [====>.........................] - ETA: 3:51 - loss: 931.3927 - logits_profile_predictions_loss: 913.5827 - logcount_predictions_loss: 0.6646 407/2062 [====>.........................] - ETA: 3:50 - loss: 931.3962 - logits_profile_predictions_loss: 913.5863 - logcount_predictions_loss: 0.6645 408/2062 [====>.........................] - ETA: 3:50 - loss: 931.3997 - logits_profile_predictions_loss: 913.5899 - logcount_predictions_loss: 0.6645 409/2062 [====>.........................] - ETA: 3:50 - loss: 931.4034 - logits_profile_predictions_loss: 913.5937 - logcount_predictions_loss: 0.6645 410/2062 [====>.........................] - ETA: 3:50 - loss: 931.4086 - logits_profile_predictions_loss: 913.5991 - logcount_predictions_loss: 0.6645 411/2062 [====>.........................] - ETA: 3:50 - loss: 931.4127 - logits_profile_predictions_loss: 913.6035 - logcount_predictions_loss: 0.6645 412/2062 [====>.........................] - ETA: 3:50 - loss: 931.4167 - logits_profile_predictions_loss: 913.6077 - logcount_predictions_loss: 0.6645 413/2062 [=====>........................] - ETA: 3:50 - loss: 931.4207 - logits_profile_predictions_loss: 913.6118 - logcount_predictions_loss: 0.6645 414/2062 [=====>........................] - ETA: 3:49 - loss: 931.4248 - logits_profile_predictions_loss: 913.6162 - logcount_predictions_loss: 0.6645 415/2062 [=====>........................] - ETA: 3:49 - loss: 931.4288 - logits_profile_predictions_loss: 913.6204 - logcount_predictions_loss: 0.6645 416/2062 [=====>........................] - ETA: 3:49 - loss: 931.4327 - logits_profile_predictions_loss: 913.6245 - logcount_predictions_loss: 0.6645 417/2062 [=====>........................] - ETA: 3:49 - loss: 931.4380 - logits_profile_predictions_loss: 913.6300 - logcount_predictions_loss: 0.6645 418/2062 [=====>........................] - ETA: 3:49 - loss: 931.4423 - logits_profile_predictions_loss: 913.6346 - logcount_predictions_loss: 0.6645 419/2062 [=====>........................] - ETA: 3:49 - loss: 931.4471 - logits_profile_predictions_loss: 913.6396 - logcount_predictions_loss: 0.6645 420/2062 [=====>........................] - ETA: 3:49 - loss: 931.4524 - logits_profile_predictions_loss: 913.6452 - logcount_predictions_loss: 0.6644 421/2062 [=====>........................] - ETA: 3:48 - loss: 931.4577 - logits_profile_predictions_loss: 913.6507 - logcount_predictions_loss: 0.6644 422/2062 [=====>........................] - ETA: 3:48 - loss: 931.4639 - logits_profile_predictions_loss: 913.6571 - logcount_predictions_loss: 0.6644 423/2062 [=====>........................] - ETA: 3:48 - loss: 931.4705 - logits_profile_predictions_loss: 913.6639 - logcount_predictions_loss: 0.6644 424/2062 [=====>........................] - ETA: 3:48 - loss: 931.4769 - logits_profile_predictions_loss: 913.6705 - logcount_predictions_loss: 0.6644 425/2062 [=====>........................] - ETA: 3:48 - loss: 931.4832 - logits_profile_predictions_loss: 913.6771 - logcount_predictions_loss: 0.6644 426/2062 [=====>........................] - ETA: 3:48 - loss: 931.4894 - logits_profile_predictions_loss: 913.6834 - logcount_predictions_loss: 0.6644 427/2062 [=====>........................] - ETA: 3:48 - loss: 931.4965 - logits_profile_predictions_loss: 913.6908 - logcount_predictions_loss: 0.6644 428/2062 [=====>........................] - ETA: 3:47 - loss: 931.5037 - logits_profile_predictions_loss: 913.6983 - logcount_predictions_loss: 0.6644 429/2062 [=====>........................] - ETA: 3:47 - loss: 931.5115 - logits_profile_predictions_loss: 913.7063 - logcount_predictions_loss: 0.6644 430/2062 [=====>........................] - ETA: 3:47 - loss: 931.5184 - logits_profile_predictions_loss: 913.7134 - logcount_predictions_loss: 0.6644 431/2062 [=====>........................] - ETA: 3:47 - loss: 931.5246 - logits_profile_predictions_loss: 913.7198 - logcount_predictions_loss: 0.6644 432/2062 [=====>........................] - ETA: 3:47 - loss: 931.5309 - logits_profile_predictions_loss: 913.7265 - logcount_predictions_loss: 0.6643 433/2062 [=====>........................] - ETA: 3:47 - loss: 931.5387 - logits_profile_predictions_loss: 913.7345 - logcount_predictions_loss: 0.6643 434/2062 [=====>........................] - ETA: 3:47 - loss: 931.5459 - logits_profile_predictions_loss: 913.7420 - logcount_predictions_loss: 0.6643 435/2062 [=====>........................] - ETA: 3:46 - loss: 931.5532 - logits_profile_predictions_loss: 913.7496 - logcount_predictions_loss: 0.6643 436/2062 [=====>........................] - ETA: 3:46 - loss: 931.5600 - logits_profile_predictions_loss: 913.7567 - logcount_predictions_loss: 0.6643 437/2062 [=====>........................] - ETA: 3:46 - loss: 931.5668 - logits_profile_predictions_loss: 913.7638 - logcount_predictions_loss: 0.6643 438/2062 [=====>........................] - ETA: 3:46 - loss: 931.5730 - logits_profile_predictions_loss: 913.7702 - logcount_predictions_loss: 0.6643 439/2062 [=====>........................] - ETA: 3:46 - loss: 931.5800 - 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loss: 937.8646 - logits_profile_predictions_loss: 920.2831 - logcount_predictions_loss: 0.6560 2040/2062 [============================>.] - ETA: 3s - loss: 937.8649 - logits_profile_predictions_loss: 920.2834 - logcount_predictions_loss: 0.6560 2041/2062 [============================>.] - ETA: 2s - loss: 937.8652 - logits_profile_predictions_loss: 920.2837 - logcount_predictions_loss: 0.6560 2042/2062 [============================>.] - ETA: 2s - loss: 937.8654 - logits_profile_predictions_loss: 920.2840 - logcount_predictions_loss: 0.6560 2043/2062 [============================>.] - ETA: 2s - loss: 937.8657 - logits_profile_predictions_loss: 920.2842 - logcount_predictions_loss: 0.6560 2044/2062 [============================>.] - ETA: 2s - loss: 937.8660 - logits_profile_predictions_loss: 920.2845 - logcount_predictions_loss: 0.6560 2045/2062 [============================>.] - ETA: 2s - loss: 937.8663 - logits_profile_predictions_loss: 920.2848 - logcount_predictions_loss: 0.6560 2046/2062 [============================>.] - ETA: 2s - loss: 937.8666 - logits_profile_predictions_loss: 920.2851 - logcount_predictions_loss: 0.6560 2047/2062 [============================>.] - ETA: 2s - loss: 937.8668 - logits_profile_predictions_loss: 920.2854 - logcount_predictions_loss: 0.6560 2048/2062 [============================>.] - ETA: 1s - loss: 937.8670 - logits_profile_predictions_loss: 920.2857 - logcount_predictions_loss: 0.6560 2049/2062 [============================>.] - ETA: 1s - loss: 937.8673 - logits_profile_predictions_loss: 920.2859 - logcount_predictions_loss: 0.6560 2050/2062 [============================>.] - ETA: 1s - loss: 937.8675 - logits_profile_predictions_loss: 920.2862 - logcount_predictions_loss: 0.6560 2051/2062 [============================>.] - ETA: 1s - loss: 937.8678 - logits_profile_predictions_loss: 920.2865 - logcount_predictions_loss: 0.6560 2052/2062 [============================>.] - ETA: 1s - loss: 937.8681 - logits_profile_predictions_loss: 920.2868 - logcount_predictions_loss: 0.6560 2053/2062 [============================>.] - ETA: 1s - loss: 937.8684 - logits_profile_predictions_loss: 920.2871 - logcount_predictions_loss: 0.6560 2054/2062 [============================>.] - ETA: 1s - loss: 937.8687 - logits_profile_predictions_loss: 920.2874 - logcount_predictions_loss: 0.6560 2055/2062 [============================>.] - ETA: 0s - loss: 937.8689 - logits_profile_predictions_loss: 920.2876 - logcount_predictions_loss: 0.6560 2056/2062 [============================>.] - ETA: 0s - loss: 937.8691 - logits_profile_predictions_loss: 920.2879 - logcount_predictions_loss: 0.6560 2057/2062 [============================>.] - ETA: 0s - loss: 937.8694 - logits_profile_predictions_loss: 920.2881 - logcount_predictions_loss: 0.6560 2058/2062 [============================>.] - ETA: 0s - loss: 937.8696 - logits_profile_predictions_loss: 920.2884 - logcount_predictions_loss: 0.6560 2059/2062 [============================>.] - ETA: 0s - loss: 937.8699 - logits_profile_predictions_loss: 920.2887 - logcount_predictions_loss: 0.6560 2060/2062 [============================>.] - ETA: 0s - loss: 937.8701 - logits_profile_predictions_loss: 920.2889 - logcount_predictions_loss: 0.6560 2061/2062 [============================>.] - ETA: 0s - loss: 937.8703 - logits_profile_predictions_loss: 920.2892 - logcount_predictions_loss: 0.6560 2062/2062 [==============================] - ETA: 0s - loss: 937.8705 - logits_profile_predictions_loss: 920.2894 - logcount_predictions_loss: 0.6560 2062/2062 [==============================] - 298s 145ms/step - loss: 937.8707 - logits_profile_predictions_loss: 920.2896 - logcount_predictions_loss: 0.6560 - val_loss: 1048.8900 - val_logits_profile_predictions_loss: 1022.6085 - val_logcount_predictions_loss: 0.9807 + +Epoch 00012: val_loss did not improve from 1045.04980 +Restoring model weights from the end of the best epoch. +Epoch 00012: early stopping +save model +save model without bias +2022-10-04_15-53-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(38957, 10) +loading nonpeaks... +got split:test for bed regions:(36103, 10) +0/294 +100/294 +200/294 +2022-10-04_15-56-20: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(38957, 10) +loading nonpeaks... +got split:test for bed regions:(36103, 10) +0/294 +100/294 +200/294 +2022-10-04_15-59-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(38957, 10) +loading nonpeaks... +got split:test for bed regions:(36103, 10) +0/294 +100/294 +200/294 +2022-10-04_16-01-50: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints +2022-10-04_16-01-50: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/31 [..............................] - ETA: 3:17 3/31 [=>............................] - ETA: 8s  4/31 [==>...........................] - ETA: 11s 5/31 [===>..........................] - ETA: 12s 6/31 [====>.........................] - ETA: 12s 7/31 [=====>........................] - ETA: 12s 8/31 [======>.......................] - ETA: 12s 9/31 [=======>......................] - ETA: 12s 10/31 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footprints +2022-10-04_16-03-40: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints +2022-10-04_16-03-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/31 [..............................] - ETA: 1:33 3/31 [=>............................] - ETA: 0s  5/31 [===>..........................] - ETA: 1s 7/31 [=====>........................] - ETA: 1s 8/31 [======>.......................] - ETA: 1s 9/31 [=======>......................] - ETA: 0s 10/31 [========>.....................] - ETA: 0s 11/31 [=========>....................] - ETA: 0s 13/31 [===========>..................] - ETA: 0s 15/31 [=============>................] - ETA: 0s 17/31 [===============>..............] - ETA: 0s 19/31 [=================>............] - ETA: 0s 21/31 [===================>..........] - ETA: 0s 22/31 [====================>.........] - ETA: 0s 23/31 [=====================>........] - ETA: 0s 24/31 [======================>.......] - ETA: 0s 26/31 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