diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..2d67d760abc3a278fcba24e1b46a7554002f6f08 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,13 @@ 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_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..bf8408fe2f51610c1d94a0a95b620de8a1aa7a89 --- /dev/null +++ b/README.md @@ -0,0 +1,120 @@ +--- +license: mit +library_name: chrombpnet +tags: + - encode + - chrombpnet + - chromatin-accessibility + - DNASE + - H9 + - 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 H9 (ENCSR754LIN) +- Model: ChromBPNet +- Assay: DNASE-seq +- Experiment: [ENCSR754LIN](https://www.encodeproject.org/experiments/ENCSR754LIN/) +- Model annotation: [ENCSR071OAC](https://www.encodeproject.org/annotations/ENCSR071OAC/) +- Biosample: H9 (Full name: Homo sapiens H9 G1 phase stably expressing CDT1, stably expressing GMNN) +- Cell slim(s): embryonic-cell,stem-cell +- Organ slim(s): embryo +- Developmental slim(s): None +- System slim(s): None +- 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.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.args.json b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.args.json new file mode 100644 index 0000000000000000000000000000000000000000..b54bf2a261b3d161f7417b015891d02f96d6f034 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//preprocessing/bigWigs/ENCSR754LIN.bigWig", + "peaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0//filtered.peaks.bed", + "nonpeaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed", + "output_prefix": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0//chrombpnet", + "chr_fold_path": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/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": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0//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_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a367f6bc94c42f868dfa44e3cbd8856dcd24b879 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.batch_loss.tsv @@ -0,0 +1,50695 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.7194032669067383 1385.7222900390625 1255.73486328125 None None None +0 1 1257.8704833984375 61322.14453125 1195.941162109375 None None None +0 2 839.3137817382812 41269.76953125 1150.5767822265625 None None None +0 3 630.0906372070312 31235.25 1116.9222412109375 None None None +0 4 504.5039978027344 25210.287109375 1094.9996337890625 None None None +0 5 420.9454040527344 21245.31640625 1124.1300048828125 None 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2.855611562728882 1190.526123046875 1054.0281982421875 None None None +0 1811 2.8542654514312744 1190.447265625 1054.0137939453125 None None None +0 1812 2.8529067039489746 1190.3143310546875 1053.94580078125 None None None +0 1813 2.8516006469726562 1190.2255859375 1053.91943359375 None None None +0 1814 2.8503544330596924 1190.1202392578125 1053.87353515625 None None None +0 1815 2.8490803241729736 1189.978515625 1053.792724609375 None None None +0 1816 2.8477413654327393 1189.939697265625 1053.81787109375 None None None +0 1817 2.846336841583252 1189.7860107421875 1053.731201171875 None None None +0 1818 2.845027208328247 1189.637939453125 1053.645751953125 None None None +0 1819 2.8436672687530518 1189.5947265625 1053.66748046875 None None None +0 1820 2.8423328399658203 1189.5311279296875 1053.667724609375 None None None +0 1821 2.841017007827759 1189.4490966796875 1053.6485595703125 None None None +0 1822 2.839811086654663 1189.3685302734375 1053.625732421875 None None None +0 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2.6808922290802 1179.6446533203125 1051.4979248046875 None None None +0 1952 2.679736375808716 1179.5626220703125 1051.47119140625 None None None +0 1953 2.6785666942596436 1179.4530029296875 1051.41748046875 None None None +0 1954 2.677374839782715 1179.332763671875 1051.3541259765625 None None None +0 1955 2.6763086318969727 1179.2373046875 1051.3096923828125 None None None +0 1956 2.675121784210205 1179.1546630859375 1051.2838134765625 None None None +0 1957 2.673921585083008 1179.1268310546875 1051.313232421875 None None None +0 1958 2.6727678775787354 1179.0399169921875 1051.281494140625 None None None +0 1959 2.6715657711029053 1178.935791015625 1051.2349853515625 None None None +0 1960 2.670358896255493 1178.87451171875 1051.2313232421875 None None None +0 1961 2.669184684753418 1178.8082275390625 1051.2210693359375 None None None +0 1962 2.668069362640381 1178.705810546875 1051.1719970703125 None None None +0 1963 2.666921377182007 1178.655517578125 1051.1766357421875 None None None +0 1964 2.665788173675537 1178.622314453125 1051.197509765625 None None None +0 1965 2.664729356765747 1178.535400390625 1051.1612548828125 None None None +0 1966 2.6636011600494385 1178.516357421875 1051.196044921875 None None None +0 1967 2.6625168323516846 1178.3876953125 1051.119140625 None None None +0 1968 2.6614134311676025 1178.322998046875 1051.107177734375 None None None +0 1969 2.660306453704834 1178.2637939453125 1051.100830078125 None None None +0 1970 2.6592202186584473 1178.22314453125 1051.1121826171875 None None None +0 1971 2.6580491065979004 1178.1395263671875 1051.08447265625 None None None +0 1972 2.6569671630859375 1178.083984375 1051.08056640625 None None None +0 1973 2.6558454036712646 1178.0125732421875 1051.0628662109375 None None None +0 1974 2.6547160148620605 1177.9595947265625 1051.0638427734375 None None None +0 1975 2.653599500656128 1177.8829345703125 1051.04052734375 None None None +0 1976 2.652435064315796 1177.7950439453125 1051.00830078125 None None None +0 1977 2.6512439250946045 1177.6875 1050.95751953125 None None None +0 1978 2.6501376628875732 1177.6741943359375 1050.9971923828125 None None None +0 1979 2.649070978164673 1177.61474609375 1050.98876953125 None None None +0 1980 2.6478984355926514 1177.539794921875 1050.9698486328125 None None None +0 1981 2.6467418670654297 1177.5035400390625 1050.9888916015625 None None None +0 1982 2.6456315517425537 1177.40625 1050.944580078125 None None None +0 1983 2.6444647312164307 1177.3408203125 1050.93505859375 None None None +0 1984 2.6433403491973877 1177.277587890625 1050.925537109375 None None None +0 1985 2.642160177230835 1177.2340087890625 1050.9383544921875 None None None +0 1986 2.6410465240478516 1177.175537109375 1050.93310546875 None None None +0 1987 2.6399383544921875 1177.1424560546875 1050.9530029296875 None None None +0 1988 2.638822317123413 1177.0574951171875 1050.92138671875 None None None +0 1989 2.6377334594726562 1177.075439453125 1050.991455078125 None None None +0 1990 2.636625051498413 1177.015380859375 1050.984375 None None None +0 1991 2.6355221271514893 1177.0189208984375 1051.04052734375 None None None +0 1992 2.6344804763793945 1177.0457763671875 1051.1171875 None None None +0 1993 2.633402109146118 1176.9503173828125 1051.0732421875 None None None +0 1994 2.632296323776245 1176.86669921875 1051.04248046875 None None None +0 1995 2.6311681270599365 1176.7197265625 1050.949462890625 None None None +0 1996 2.630119562149048 1176.647216796875 1050.9271240234375 None None None +0 1997 2.629061460494995 1176.5535888671875 1050.8841552734375 None None None +0 1998 2.627992630004883 1176.5281982421875 1050.90966796875 None None None +0 1999 2.6268510818481445 1176.4515380859375 1050.8875732421875 None None None +0 2000 2.625913143157959 1176.37109375 1050.85205078125 None None None +0 2001 2.6248395442962646 1176.272216796875 1050.8043212890625 None None None +0 2002 2.6237218379974365 1176.175537109375 1050.7611083984375 None None None +0 2003 2.6226844787597656 1176.087890625 1050.7230224609375 None None None +0 2004 2.6216373443603516 1176.0091552734375 1050.6943359375 None None None +0 2005 2.6206374168395996 1175.9437255859375 1050.6766357421875 None None None +0 2006 2.619541645050049 1175.8709716796875 1050.65625 None None None +0 2007 2.6184141635894775 1175.8328857421875 1050.6719970703125 None None None +0 2008 2.617286205291748 1175.786376953125 1050.679443359375 None None None +0 2009 2.6162493228912354 1175.787109375 1050.729736328125 None None None +0 2010 2.615288257598877 1175.738037109375 1050.7265625 None None None +0 2011 2.6142234802246094 1175.6517333984375 1050.6912841796875 None None None +0 2012 2.613173007965088 1175.611083984375 1050.700927734375 None None None +0 2013 2.6121833324432373 1175.54541015625 1050.6826171875 None None None +0 2014 2.611208438873291 1175.4989013671875 1050.6826171875 None None None +0 2015 2.610170841217041 1175.4151611328125 1050.6485595703125 None None None +0 2016 2.6090407371520996 1175.3289794921875 1050.6163330078125 None None None +0 2017 2.607971668243408 1175.2449951171875 1050.58349609375 None None None +0 2018 2.6069576740264893 1175.15283203125 1050.539794921875 None None None +0 2019 2.6058685779571533 1175.1202392578125 1050.5592041015625 None None None +0 2020 2.604799747467041 1175.042724609375 1050.5328369140625 None None None +0 2021 2.6037654876708984 1174.9732666015625 1050.512939453125 None None None +0 2022 2.6026930809020996 1174.9244384765625 1050.515380859375 None None None +0 2023 2.6016271114349365 1174.8990478515625 1050.5408935546875 None None None +0 2024 2.6006009578704834 1174.8197021484375 1050.5106201171875 None None None +0 2025 2.599541187286377 1174.7684326171875 1050.509765625 None None None +0 2026 2.598558187484741 1174.732666015625 1050.5211181640625 None None None +0 2027 2.597541570663452 1174.637939453125 1050.4749755859375 None None None +0 2028 2.5965304374694824 1174.545654296875 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2.5694117546081543 1172.8021240234375 1049.983642578125 None None None +0 2055 2.568380355834961 1172.7410888671875 1049.971923828125 None None None +0 2056 2.5673577785491943 1172.732177734375 1050.0118408203125 None None None +0 2057 2.5663158893585205 1172.6922607421875 1050.02197265625 None None None +0 2058 2.5652685165405273 1172.687744140625 1050.0672607421875 None None None +0 2059 2.5642077922821045 1172.623291015625 1050.0537109375 None None None +0 2060 2.5631513595581055 1172.5465087890625 1050.02734375 None None None +0 2061 2.56204891204834 1172.46142578125 1049.9951171875 None None None +0 2062 2.561119556427002 1172.450439453125 1050.028564453125 None None None +0 2063 2.5600392818450928 1172.3385009765625 1049.96826171875 None None None +0 2064 2.5589640140533447 1172.26416015625 1049.9453125 None None None +0 2065 2.557927131652832 1172.2340087890625 1049.9647216796875 None None None +0 2066 2.556857109069824 1172.1790771484375 1049.9608154296875 None None None +0 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1906 0.3463664650917053 1002.00341796875 985.4481811523438 None None None +2 1907 0.34633487462997437 1001.9682006835938 985.4144897460938 None None None +2 1908 0.34627407789230347 1001.9535522460938 985.4027709960938 None None None +2 1909 0.3463573753833771 1001.9403686523438 985.3856201171875 None None None +2 1910 0.3463091254234314 1001.9058227539062 985.353271484375 None None None +2 1911 0.34626537561416626 1001.9107055664062 985.3602294921875 None None None +2 1912 0.34622225165367126 1001.8966064453125 985.3482055664062 None None None +2 1913 0.34621939063072205 1001.95556640625 985.4073486328125 None None None +2 1914 0.34631454944610596 1001.9511108398438 985.3983154296875 None None None +2 1915 0.34633949398994446 1001.9457397460938 985.3917846679688 None None None +2 1916 0.34634530544281006 1001.920166015625 985.365966796875 None None None +2 1917 0.3463534712791443 1001.9193725585938 985.3646850585938 None None None +2 1918 0.34635353088378906 1001.8990478515625 985.3442993164062 None None None +2 1919 0.34634432196617126 1001.9185180664062 985.3642578125 None None None +2 1920 0.34628531336784363 1001.8753662109375 985.323974609375 None None None +2 1921 0.34622883796691895 1001.8768920898438 985.3281860351562 None None None +2 1922 0.34622976183891296 1001.8696899414062 985.3209228515625 None None None +2 1923 0.34623080492019653 1001.8461303710938 985.29736328125 None None None +2 1924 0.3462766706943512 1001.8050537109375 985.2540893554688 None None None +2 1925 0.34628355503082275 1001.7749633789062 985.2236328125 None None None +2 1926 0.3462938964366913 1001.7315063476562 985.1796875 None None None +2 1927 0.34623783826828003 1001.7312622070312 985.18212890625 None None None +2 1928 0.3462428152561188 1001.736572265625 985.1871948242188 None None None +2 1929 0.3461628258228302 1001.7202758789062 985.1747436523438 None None None +2 1930 0.34613755345344543 1001.7044067382812 985.16015625 None None None +2 1931 0.34609559178352356 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0.3461718261241913 1001.7596435546875 985.2135009765625 None None None +2 1945 0.346218079328537 1001.7708129882812 985.2224731445312 None None None +2 1946 0.34619346261024475 1001.7269287109375 985.1797485351562 None None None +2 1947 0.34619230031967163 1001.7001342773438 985.1530151367188 None None None +2 1948 0.34616848826408386 1001.6978149414062 985.1517944335938 None None None +2 1949 0.34618279337882996 1001.69189453125 985.145263671875 None None None +2 1950 0.34626197814941406 1001.7347412109375 985.184326171875 None None None +2 1951 0.3462752103805542 1001.72265625 985.171630859375 None None None +2 1952 0.3462775647640228 1001.6912841796875 985.1401977539062 None None None +2 1953 0.34631744027137756 1001.7330322265625 985.1799926757812 None None None +2 1954 0.34628868103027344 1001.78955078125 985.2379150390625 None None None +2 1955 0.34624189138412476 1001.8008422851562 985.2514038085938 None None None +2 1956 0.34625330567359924 1001.8076171875 985.2576293945312 None None None +2 1957 0.3462594151496887 1001.8209228515625 985.2706298828125 None None None +2 1958 0.34623557329177856 1001.8721923828125 985.3230590820312 None None None +2 1959 0.34623414278030396 1001.805419921875 985.25634765625 None None None +2 1960 0.34626176953315735 1001.81298828125 985.2626342773438 None None None +2 1961 0.3463006913661957 1001.8203125 985.26806640625 None None None +2 1962 0.34627556800842285 1001.828857421875 985.2777709960938 None None None +2 1963 0.34630459547042847 1001.8365478515625 985.2841186523438 None None None +2 1964 0.3463284969329834 1001.8368530273438 985.2832641601562 None None None +2 1965 0.34629741311073303 1001.8189697265625 985.2669067382812 None None None +2 1966 0.34629398584365845 1001.75341796875 985.2015380859375 None None None +2 1967 0.3463101387023926 1001.7763061523438 985.2235717773438 None None None +2 1968 0.3462439775466919 1001.7416381835938 985.1920166015625 None None None +2 1969 0.346254825592041 1001.7291870117188 985.1791381835938 None None None +2 1970 0.3462347388267517 1001.7695922851562 985.2205200195312 None None None +2 1971 0.3461880385875702 1001.7880249023438 985.2412109375 None None None +2 1972 0.34616392850875854 1001.784912109375 985.2392578125 None None None +2 1973 0.34616607427597046 1001.840087890625 985.2943115234375 None None None +2 1974 0.3461689054965973 1001.845458984375 985.2994995117188 None None None +2 1975 0.3461473882198334 1001.8876953125 985.3427734375 None None None +2 1976 0.34608766436576843 1001.8673095703125 985.3251953125 None None None +2 1977 0.34614118933677673 1001.8768920898438 985.3322143554688 None None None +2 1978 0.34606820344924927 1001.96240234375 985.4212646484375 None None None +2 1979 0.3460756242275238 1001.961669921875 985.420166015625 None None None +2 1980 0.34603676199913025 1001.9668579101562 985.4271850585938 None None None +2 1981 0.3459700644016266 1001.9484252929688 985.4119873046875 None None None +2 1982 0.3459375202655792 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968.7637329101562 None None None +5 1815 0.2768559157848358 982.0167236328125 968.7817993164062 None None None +5 1816 0.2768731415271759 982.0211181640625 968.7853393554688 None None None +5 1817 0.2768738269805908 981.9661865234375 968.7304077148438 None None None +5 1818 0.27682480216026306 981.967041015625 968.7335815429688 None None None +5 1819 0.27679526805877686 981.951171875 968.7190551757812 None None None +5 1820 0.27673009037971497 981.982421875 968.7534790039062 None None None +5 1821 0.27673155069351196 981.939697265625 968.710693359375 None None None +5 1822 0.2767102122306824 981.943115234375 968.715087890625 None None None +5 1823 0.2767167389392853 981.9329223632812 968.70458984375 None None None +5 1824 0.27672863006591797 981.9421997070312 968.7133178710938 None None None +5 1825 0.2767002582550049 981.9309692382812 968.7034301757812 None None None +5 1826 0.2766634523868561 981.9002075195312 968.6744384765625 None None None +5 1827 0.27661827206611633 981.9340209960938 968.7103881835938 None None None +5 1828 0.27656447887420654 981.9599609375 968.7388305664062 None None None +5 1829 0.2765462398529053 982.0103149414062 968.7901000976562 None None None +5 1830 0.2765296399593353 981.98681640625 968.7673950195312 None None None +5 1831 0.27649936079978943 981.9727172851562 968.7547607421875 None None None +5 1832 0.2765125632286072 981.9800415039062 968.7614135742188 None None None +5 1833 0.2764730751514435 981.966064453125 968.7493896484375 None None None +5 1834 0.2764977812767029 981.9585571289062 968.7406616210938 None None None +5 1835 0.27651485800743103 981.9479370117188 968.7291870117188 None None None +5 1836 0.27647897601127625 981.9411010742188 968.7240600585938 None None None +5 1837 0.27645474672317505 981.9319458007812 968.716064453125 None None None +5 1838 0.2764218747615814 981.9859619140625 968.7716674804688 None None None +5 1839 0.2764659821987152 982.0110473632812 968.7946166992188 None None None +5 1840 0.27641069889068604 982.0088500976562 968.7950439453125 None None None +5 1841 0.276396244764328 981.948486328125 968.7354125976562 None None None +5 1842 0.2763935327529907 981.9353637695312 968.7223510742188 None None None +5 1843 0.27640143036842346 981.953369140625 968.739990234375 None None None +5 1844 0.27641287446022034 981.9241943359375 968.7102661132812 None None None +5 1845 0.2763807475566864 981.9160766601562 968.7036743164062 None None None +5 1846 0.27634620666503906 981.9432373046875 968.7325439453125 None None None +5 1847 0.27633336186408997 981.9785766601562 968.7684936523438 None None None +5 1848 0.27627623081207275 982.0127563476562 968.8053588867188 None None None +5 1849 0.27621328830718994 982.030517578125 968.8261108398438 None None None +5 1850 0.27625828981399536 982.0386352539062 968.8320922851562 None None None +5 1851 0.27626731991767883 982.0678100585938 968.86083984375 None None None +5 1852 0.2762519419193268 982.08203125 968.8757934570312 None None None +5 1853 0.27625781297683716 982.0397338867188 968.8331909179688 None None None +5 1854 0.276280015707016 982.0509643554688 968.8433837890625 None None None +5 1855 0.2762645483016968 982.0435180664062 968.836669921875 None None None +5 1856 0.2762752175331116 982.1065673828125 968.8992309570312 None None None +5 1857 0.2762739956378937 982.1162719726562 968.908935546875 None None None +5 1858 0.27628546953201294 982.1249389648438 968.9171752929688 None None None +5 1859 0.27633628249168396 982.1207885742188 968.9105834960938 None None None +5 1860 0.27636057138442993 982.1619873046875 968.9506225585938 None None None +5 1861 0.2763086259365082 982.2034301757812 968.99462890625 None None None +5 1862 0.2763550877571106 982.1746215820312 968.9635620117188 None None None +5 1863 0.2763421833515167 982.202880859375 968.992431640625 None None None +5 1864 0.276358962059021 982.2498779296875 969.03857421875 None None None +5 1865 0.27637919783592224 982.240966796875 969.0287475585938 None None None +5 1866 0.2764091491699219 982.2263793945312 969.0126953125 None None None +5 1867 0.27641454339027405 982.2352294921875 969.0213012695312 None None None +5 1868 0.2763946056365967 982.2815551757812 969.0684814453125 None None None +5 1869 0.2763807475566864 982.3171997070312 969.1047973632812 None None None +5 1870 0.27635928988456726 982.3238525390625 969.1124267578125 None None None +5 1871 0.27639082074165344 982.31591796875 969.10302734375 None None None +5 1872 0.2764089107513428 982.3117065429688 969.097900390625 None None None +5 1873 0.2763625979423523 982.2396850585938 969.0281372070312 None None None +5 1874 0.27636343240737915 982.2206420898438 969.009033203125 None None None +5 1875 0.2763381004333496 982.1903076171875 968.9799194335938 None None None +5 1876 0.27632948756217957 982.2201538085938 969.0101928710938 None None None +5 1877 0.2763112187385559 982.2402954101562 969.03125 None None None +5 1878 0.2762749195098877 982.2689819335938 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982.308837890625 969.106689453125 None None None +5 1892 0.27609989047050476 982.2576293945312 969.0586547851562 None None None +5 1893 0.2760939598083496 982.2266235351562 969.0278930664062 None None None +5 1894 0.276131272315979 982.1759643554688 968.9754638671875 None None None +5 1895 0.27613112330436707 982.1381225585938 968.9376831054688 None None None +5 1896 0.2761540710926056 982.1709594726562 968.9694213867188 None None None +5 1897 0.2761574387550354 982.1683349609375 968.9666748046875 None None None +5 1898 0.27609318494796753 982.1818237304688 968.9832153320312 None None None +5 1899 0.2760680913925171 982.1968994140625 968.9994506835938 None None None +5 1900 0.27605512738227844 982.181396484375 968.984619140625 None None None +5 1901 0.2760266065597534 982.17138671875 968.9759521484375 None None None +5 1902 0.27602189779281616 982.1790771484375 968.98388671875 None None None +5 1903 0.27602076530456543 982.1943969726562 968.9993286132812 None None None +5 1904 0.27600863575935364 982.1646728515625 968.97021484375 None None None +5 1905 0.2760017514228821 982.080078125 968.8859252929688 None None None +5 1906 0.27598193287849426 982.0164794921875 968.8232421875 None None None +5 1907 0.2760472297668457 982.0238647460938 968.8275756835938 None None None +5 1908 0.27603697776794434 982.0438232421875 968.8480224609375 None None None +5 1909 0.276004821062088 982.0250244140625 968.8307495117188 None None None +5 1910 0.27599865198135376 982.0499267578125 968.85595703125 None None None +5 1911 0.27596408128738403 982.07861328125 968.8862915039062 None None None +5 1912 0.27592018246650696 982.0380859375 968.8479614257812 None None None +5 1913 0.27592232823371887 982.0391235351562 968.848876953125 None None None +5 1914 0.27588921785354614 982.0062866210938 968.817626953125 None None None +5 1915 0.2758527100086212 981.9758911132812 968.7890014648438 None None None +5 1916 0.2758256494998932 982.00146484375 968.81591796875 None None None +5 1917 0.27579426765441895 981.9403686523438 968.75634765625 None None None +5 1918 0.2757912874221802 981.9161376953125 968.7322387695312 None None None +5 1919 0.2757776379585266 981.88525390625 968.7020874023438 None None None +5 1920 0.2757425010204315 981.8864135742188 968.7049560546875 None None None +5 1921 0.27568385004997253 981.8903198242188 968.711669921875 None None None +5 1922 0.2757163643836975 981.9014892578125 968.7213134765625 None None None +5 1923 0.27569279074668884 981.936767578125 968.7577514648438 None None None +5 1924 0.27565914392471313 981.9326782226562 968.7552490234375 None None None +5 1925 0.2756164073944092 981.9639282226562 968.7885131835938 None None None +5 1926 0.2756361961364746 981.9521484375 968.7758178710938 None None None +5 1927 0.2756350040435791 981.9552612304688 968.779052734375 None None None +5 1928 0.2755793631076813 981.981201171875 968.8076171875 None None None +5 1929 0.2756001353263855 981.9401245117188 968.7654418945312 None None None +5 1930 0.27557647228240967 981.9365844726562 968.7630615234375 None None None +5 1931 0.275545209646225 981.970947265625 968.7989501953125 None None None +5 1932 0.27547624707221985 981.97900390625 968.810302734375 None None None +5 1933 0.2754705250263214 981.9642944335938 968.7958984375 None None None +5 1934 0.2755139172077179 981.9364624023438 968.7659301757812 None None None +5 1935 0.2755252718925476 981.9469604492188 968.7759399414062 None None None +5 1936 0.27547669410705566 981.9724731445312 968.8037719726562 None None None +5 1937 0.2755187153816223 981.9508666992188 968.7802124023438 None None None +5 1938 0.27552279829978943 982.010498046875 968.8396606445312 None None None +5 1939 0.2755145728588104 982.0202026367188 968.8497314453125 None None None +5 1940 0.2756021320819855 982.02099609375 968.8463745117188 None None None +5 1941 0.27559465169906616 982.0294189453125 968.855224609375 None None None +5 1942 0.2755947411060333 982.0301513671875 968.8558959960938 None None None +5 1943 0.2756788730621338 982.0360717773438 968.8577880859375 None None None +5 1944 0.27565500140190125 982.0460815429688 968.8689575195312 None None None +5 1945 0.2756899893283844 982.0567626953125 968.8779296875 None None None +5 1946 0.2757393717765808 982.031005859375 968.849853515625 None None None +5 1947 0.2757173180580139 982.0262451171875 968.84619140625 None None None +5 1948 0.2756803333759308 982.045166015625 968.8668212890625 None None None +5 1949 0.27571550011634827 982.0672607421875 968.8872680664062 None None None +5 1950 0.27577367424964905 982.1123657226562 968.9295654296875 None None None +5 1951 0.2757874131202698 982.06005859375 968.876708984375 None None None +5 1952 0.2757875621318817 982.0794677734375 968.8960571289062 None None None +5 1953 0.27577584981918335 982.0538940429688 968.87109375 None None None +5 1954 0.2757735252380371 982.032958984375 968.8502197265625 None None None +5 1955 0.2757895588874817 982.0048828125 968.8213500976562 None None None +5 1956 0.2758186459541321 981.9918212890625 968.8069458007812 None None None +5 1957 0.27577611804008484 981.9669189453125 968.7840576171875 None None None +5 1958 0.2757604420185089 981.9559936523438 968.77392578125 None None None +5 1959 0.27571332454681396 981.954833984375 968.7750244140625 None None None +5 1960 0.27571970224380493 981.8936157226562 968.7135009765625 None None None +5 1961 0.2757371664047241 981.9189453125 968.738037109375 None None None +5 1962 0.27573633193969727 981.984375 968.803466796875 None None None +5 1963 0.2756613492965698 981.896484375 968.7191162109375 None None None +5 1964 0.27562466263771057 981.8659057617188 968.6903076171875 None None None +5 1965 0.27561458945274353 981.8444213867188 968.6693115234375 None None None +5 1966 0.27559036016464233 981.8189086914062 968.6448974609375 None None None +5 1967 0.2755516469478607 981.8589477539062 968.6868286132812 None None None +5 1968 0.2755604386329651 981.8497924804688 968.6773071289062 None None None +5 1969 0.2755580544471741 981.8817749023438 968.7093505859375 None None None +5 1970 0.2755376100540161 981.87744140625 968.7059326171875 None None None +5 1971 0.27555394172668457 981.8629150390625 968.690673828125 None None None +5 1972 0.2755856215953827 981.8831787109375 968.7094116210938 None None None +5 1973 0.27558261156082153 981.8735961914062 968.7000122070312 None None None +5 1974 0.27554234862327576 981.8969116210938 968.7252197265625 None None None +5 1975 0.27554723620414734 981.9085083007812 968.7366333007812 None None None +5 1976 0.27564293146133423 981.8839111328125 968.7074584960938 None None None +5 1977 0.27558964490890503 981.9103393554688 968.7363891601562 None None None +5 1978 0.27561765909194946 981.930419921875 968.7550659179688 None None None +5 1979 0.27567774057388306 981.9727783203125 968.7946166992188 None None None +5 1980 0.2756572961807251 981.9799194335938 968.8027954101562 None None None +5 1981 0.2756466269493103 981.9932861328125 968.816650390625 None None None +5 1982 0.27564677596092224 981.9605712890625 968.783935546875 None None None +5 1983 0.2755975127220154 981.988525390625 968.8143310546875 None None None +5 1984 0.27556535601615906 981.98193359375 968.8092651367188 None None None +5 1985 0.2755323350429535 981.9962158203125 968.8251342773438 None None None +5 1986 0.275480180978775 982.0067138671875 968.8380737304688 None None None +5 1987 0.27549269795417786 982.0448608398438 968.8756103515625 None None None +5 1988 0.275556355714798 982.288330078125 969.1160278320312 None None None +5 1989 0.2755267918109894 982.2572631835938 969.0863647460938 None None None +5 1990 0.27553868293762207 982.2636108398438 969.0921630859375 None None None +5 1991 0.27552077174186707 982.3020629882812 969.1314697265625 None None None +5 1992 0.27552399039268494 982.27392578125 969.1031494140625 None None None +5 1993 0.2755853533744812 982.2576293945312 969.0839233398438 None None None +5 1994 0.27563950419425964 982.2496948242188 969.0734252929688 None None None +5 1995 0.2756552994251251 982.2369995117188 969.0599975585938 None None None +5 1996 0.27564963698387146 982.2167358398438 969.0399780273438 None None None +5 1997 0.27570265531539917 982.2373657226562 969.05810546875 None None None +5 1998 0.2757066488265991 982.2216796875 969.042236328125 None None None +5 1999 0.27566245198249817 982.207275390625 969.0299072265625 None None None +5 2000 0.2756670117378235 982.228271484375 969.0507202148438 None None None +5 2001 0.2756882309913635 982.1802978515625 969.0017700195312 None None None +5 2002 0.27564793825149536 982.1441650390625 968.967529296875 None None None +5 2003 0.27566760778427124 982.1329956054688 968.9553833007812 None None None +5 2004 0.2756705582141876 982.095703125 968.91796875 None None None +5 2005 0.2756802439689636 982.1299438476562 968.9517211914062 None None None +5 2006 0.27565187215805054 982.1962890625 969.0194091796875 None None None +5 2007 0.27562251687049866 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None +7 1904 0.24858152866363525 973.5864868164062 961.7047119140625 None None None +7 1905 0.2485388219356537 973.6099853515625 961.730224609375 None None None +7 1906 0.24853289127349854 973.5941162109375 961.7146606445312 None None None +7 1907 0.24855810403823853 973.6015625 961.7208251953125 None None None +7 1908 0.24855293333530426 973.5637817382812 961.6832885742188 None None None +7 1909 0.24852173030376434 973.5369262695312 961.6578979492188 None None None +7 1910 0.2485245317220688 973.56201171875 961.682861328125 None None None +7 1911 0.2485097348690033 973.5643310546875 961.6859130859375 None None None +7 1912 0.2484794706106186 973.6145629882812 961.737548828125 None None None +7 1913 0.24853335320949554 973.592041015625 961.71240234375 None None None +7 1914 0.24853383004665375 973.5745239257812 961.6948852539062 None None None +7 1915 0.24852819740772247 973.5270385742188 961.6476440429688 None None None +7 1916 0.24854709208011627 973.5614624023438 961.68115234375 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961.5493774414062 None None None +7 1930 0.24849757552146912 973.3853149414062 961.50732421875 None None None +7 1931 0.24844227731227875 973.3784790039062 961.5031127929688 None None None +7 1932 0.2484753131866455 973.3710327148438 961.4940795898438 None None None +7 1933 0.24848932027816772 973.343505859375 961.4658203125 None None None +7 1934 0.24851766228675842 973.314208984375 961.4351806640625 None None None +7 1935 0.24859707057476044 973.3150024414062 961.43212890625 None None None +7 1936 0.2486221343278885 973.3762817382812 961.4921875 None None None +7 1937 0.2486538141965866 973.3374633789062 961.4518432617188 None None None +7 1938 0.24868138134479523 973.29296875 961.406005859375 None None None +7 1939 0.24870648980140686 973.2786254882812 961.3905029296875 None None None +7 1940 0.2487412989139557 973.259765625 961.3699340820312 None None None +7 1941 0.24877844750881195 973.2244873046875 961.3328247070312 None None None +7 1942 0.2487945258617401 973.2096557617188 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0.248467817902565 973.4161376953125 961.5391235351562 None None None +7 1969 0.24843373894691467 973.4398803710938 961.5645751953125 None None None +7 1970 0.24842962622642517 973.4376831054688 961.5625610351562 None None None +7 1971 0.24841690063476562 973.443359375 961.5687866210938 None None None +7 1972 0.24841037392616272 973.4351196289062 961.560791015625 None None None +7 1973 0.24845097959041595 973.43701171875 961.5607299804688 None None None +7 1974 0.24842487275600433 973.4508666992188 961.5758666992188 None None None +7 1975 0.24836739897727966 973.4271850585938 961.5548706054688 None None None +7 1976 0.24836577475070953 973.40576171875 961.5335693359375 None None None +7 1977 0.2483486831188202 973.4078369140625 961.5364379882812 None None None +7 1978 0.24829711019992828 973.3792114257812 961.51025390625 None None None +7 1979 0.24831350147724152 973.4395751953125 961.56982421875 None None None +7 1980 0.24832147359848022 973.4664916992188 961.5963745117188 None None 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0.2390597015619278 969.1685791015625 957.7416381835938 None None None +8 1824 0.2390596568584442 969.1812744140625 957.7543334960938 None None None +8 1825 0.23905806243419647 969.1389770507812 957.7120971679688 None None None +8 1826 0.2391301989555359 969.2348022460938 957.804443359375 None None None +8 1827 0.23909881711006165 969.1687622070312 957.7398681640625 None None None +8 1828 0.23907141387462616 969.1273193359375 957.6997680664062 None None None +8 1829 0.23903487622737885 969.134033203125 957.7081909179688 None None None +8 1830 0.23899243772029877 969.1176147460938 957.6937866210938 None None None +8 1831 0.23902836441993713 969.07421875 957.648681640625 None None None +8 1832 0.23900344967842102 969.0594482421875 957.6350708007812 None None None +8 1833 0.23901867866516113 969.0942993164062 957.6692504882812 None None None +8 1834 0.23902885615825653 969.0887451171875 957.6632080078125 None None None +8 1835 0.23905256390571594 969.091796875 957.6651000976562 None None None +8 1836 0.239000141620636 969.0764770507812 957.65234375 None None None +8 1837 0.23898020386695862 969.069091796875 957.6459350585938 None None None +8 1838 0.23899230360984802 969.0801391601562 957.6563720703125 None None None +8 1839 0.23899395763874054 969.1028442382812 957.6790771484375 None None None +8 1840 0.23896487057209015 969.1016845703125 957.6793212890625 None None None +8 1841 0.23896223306655884 969.1202392578125 957.697998046875 None None None +8 1842 0.2389659732580185 969.1353149414062 957.712890625 None None None +8 1843 0.23900260031223297 969.1810913085938 957.7568359375 None None None +8 1844 0.23899540305137634 969.212646484375 957.788818359375 None None None +8 1845 0.23903553187847137 969.1639404296875 957.7381591796875 None None None +8 1846 0.2389913648366928 969.1332397460938 957.7095947265625 None None None +8 1847 0.23897495865821838 969.1400146484375 957.7171020507812 None None None +8 1848 0.2390168011188507 969.1669311523438 957.7420043945312 None None None +8 1849 0.23904217779636383 969.1771850585938 957.7510986328125 None None None +8 1850 0.23905836045742035 969.177001953125 957.7501831054688 None None None +8 1851 0.23917676508426666 969.1400756835938 957.70751953125 None None None +8 1852 0.239177405834198 969.1300659179688 957.697509765625 None None None +8 1853 0.23915408551692963 969.111572265625 957.68017578125 None None None +8 1854 0.239150732755661 969.1099853515625 957.6787109375 None None None +8 1855 0.23914140462875366 969.0872802734375 957.6564331054688 None None None +8 1856 0.2391137331724167 969.1323852539062 957.702880859375 None None None +8 1857 0.23908783495426178 969.1810302734375 957.7527465820312 None None None +8 1858 0.2390533983707428 969.2003784179688 957.7737426757812 None None None +8 1859 0.23903411626815796 969.2723999023438 957.8467407226562 None None None +8 1860 0.2390444278717041 969.2354125976562 957.809326171875 None None None +8 1861 0.2391086220741272 969.2246704101562 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None None +8 1900 0.23859208822250366 969.6671752929688 958.2626342773438 None None None +8 1901 0.23855412006378174 969.703369140625 958.3006591796875 None None None +8 1902 0.2385372668504715 969.7564086914062 958.3544921875 None None None +8 1903 0.23853597044944763 969.7306518554688 958.3287353515625 None None None +8 1904 0.2385796308517456 969.7940673828125 958.3900756835938 None None None +8 1905 0.23853552341461182 969.7725219726562 958.3706665039062 None None None +8 1906 0.23851220309734344 969.7291870117188 958.3284301757812 None None None +8 1907 0.23849476873874664 969.6921997070312 958.2922973632812 None None None +8 1908 0.2384856641292572 969.70458984375 958.3051147460938 None None None +8 1909 0.23848985135555267 969.7525634765625 958.3529052734375 None None None +8 1910 0.23850053548812866 969.7440185546875 958.3438110351562 None None None +8 1911 0.2385263442993164 969.7562255859375 958.3548583984375 None None None +8 1912 0.23850709199905396 969.7667846679688 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0.23868736624717712 969.8660888671875 958.4568481445312 None None None +8 1939 0.23868592083454132 969.891845703125 958.4827270507812 None None None +8 1940 0.23865669965744019 969.9027099609375 958.4949951171875 None None None +8 1941 0.23862002789974213 969.8945922851562 958.4886474609375 None None None +8 1942 0.2386000007390976 969.8696899414062 958.4646606445312 None None None +8 1943 0.23859290778636932 969.8525390625 958.4478149414062 None None None +8 1944 0.23865456879138947 969.8685302734375 958.4608764648438 None None None +8 1945 0.2386406809091568 969.870361328125 958.46337890625 None None None +8 1946 0.23864758014678955 969.9024658203125 958.4951782226562 None None None +8 1947 0.23863628506660461 969.8618774414062 958.4551391601562 None None None +8 1948 0.2386590540409088 969.8443603515625 958.4365234375 None None None +8 1949 0.23861467838287354 969.873291015625 958.467529296875 None None None +8 1950 0.2386433482170105 969.9009399414062 958.4938354492188 None None None +8 1951 0.23862391710281372 969.9090576171875 958.5028686523438 None None None +8 1952 0.238597109913826 969.9052734375 958.5003662109375 None None None +8 1953 0.2385866641998291 969.9616088867188 958.5572509765625 None None None +8 1954 0.2385736107826233 969.926513671875 958.5228271484375 None None None +8 1955 0.2385282665491104 969.9204711914062 958.5189819335938 None None None +8 1956 0.23860174417495728 969.8925170898438 958.4874877929688 None None None +8 1957 0.23858089745044708 969.8540649414062 958.449951171875 None None None +8 1958 0.2385541945695877 969.8875122070312 958.484619140625 None None None +8 1959 0.23850078880786896 969.9011840820312 958.5008544921875 None None None +8 1960 0.23852550983428955 969.8984985351562 958.4970092773438 None None None +8 1961 0.23853683471679688 969.8597412109375 958.4577026367188 None None None +8 1962 0.23854459822177887 969.84375 958.4413452148438 None None None +8 1963 0.2385433465242386 969.811767578125 958.409423828125 None None None +8 1964 0.23854143917560577 969.7870483398438 958.384765625 None None None +8 1965 0.23854227364063263 969.79150390625 958.38916015625 None None None +8 1966 0.2386178970336914 969.7854614257812 958.37939453125 None None None +8 1967 0.2386653572320938 969.795166015625 958.3869018554688 None None None +8 1968 0.23867081105709076 969.794677734375 958.3861694335938 None None None +8 1969 0.23862507939338684 969.7660522460938 958.3596801757812 None None None +8 1970 0.2386113703250885 969.7437133789062 958.3380737304688 None None None +8 1971 0.2386152446269989 969.7302856445312 958.324462890625 None None None +8 1972 0.23864378035068512 969.739013671875 958.3319091796875 None None None +8 1973 0.2386443316936493 969.7294921875 958.3223876953125 None None None +8 1974 0.2386966347694397 969.7155151367188 958.305908203125 None None None +8 1975 0.2386719137430191 969.7352294921875 958.3267822265625 None None None +8 1976 0.2386626899242401 969.7235107421875 958.3155517578125 None None None +8 1977 0.2386748194694519 969.7334594726562 958.3248291015625 None None None +8 1978 0.2386772185564041 969.7136840820312 958.3049926757812 None None None +8 1979 0.23864616453647614 969.7075805664062 958.3003540039062 None None None +8 1980 0.23867453634738922 969.7022705078125 958.2936401367188 None None None +8 1981 0.23865346610546112 969.6780395507812 958.2704467773438 None None None +8 1982 0.238629549741745 969.6736450195312 958.2671508789062 None None None +8 1983 0.2386401742696762 969.6495971679688 958.24267578125 None None None +8 1984 0.2386169582605362 969.6580810546875 958.2522583007812 None None None +8 1985 0.23859605193138123 969.6586303710938 958.2537841796875 None None None +8 1986 0.23859569430351257 969.6831665039062 958.2783203125 None None None +8 1987 0.23860163986682892 969.6954345703125 958.2904052734375 None None None +8 1988 0.2385960966348648 969.7042846679688 958.2994995117188 None None None +8 1989 0.23863941431045532 969.68798828125 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0.23872525990009308 969.6679077148438 958.2568969726562 None None None +8 2016 0.23868532478809357 969.673583984375 958.2644653320312 None None None +8 2017 0.23872672021389008 969.6464233398438 958.2353515625 None None None +8 2018 0.23872894048690796 969.57080078125 958.1596069335938 None None None +8 2019 0.2387472242116928 969.555908203125 958.1438598632812 None None None +8 2020 0.23875002562999725 969.542236328125 958.1300048828125 None None None +8 2021 0.2387315332889557 969.5421142578125 958.1307983398438 None None None +8 2022 0.2387968897819519 969.530029296875 958.1155395507812 None None None +8 2023 0.23877885937690735 969.5538330078125 958.14013671875 None None None +8 2024 0.23877055943012238 969.5061645507812 958.0928955078125 None None None +8 2025 0.2387588918209076 969.473388671875 958.0606689453125 None None None +8 2026 0.23880305886268616 969.4911499023438 958.0762939453125 None None None +8 2027 0.23887084424495697 969.5130004882812 958.094970703125 None None 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0.23881816864013672 969.48388671875 958.0682373046875 None None None +8 2067 0.23883028328418732 969.5284423828125 958.1121826171875 None None None +8 2068 0.23879511654376984 969.5045166015625 958.0899658203125 None None None +8 2069 0.23878195881843567 969.5106811523438 958.0968017578125 None None None +8 2070 0.23878316581249237 969.5305786132812 958.1166381835938 None None None +8 2071 0.23881074786186218 969.5315551757812 958.1163330078125 None None None +8 2072 0.2388235330581665 969.5265502929688 958.1106567382812 None None None +8 2073 0.23879140615463257 969.515869140625 958.1015014648438 None None None +8 2074 0.23877067863941193 969.5370483398438 958.1237182617188 None None None +8 2075 0.23874643445014954 969.524169921875 958.1119384765625 None None None +8 2076 0.23875106871128082 969.5435180664062 958.131103515625 None None None +8 2077 0.2387324720621109 969.525390625 958.1138305664062 None None None +8 2078 0.2387736439704895 969.4966430664062 958.0831298828125 None 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965.2449340820312 954.5194702148438 None None None +10 1803 0.22440607845783234 965.2136840820312 954.4877319335938 None None None +10 1804 0.224356010556221 965.2218627929688 954.498291015625 None None None +10 1805 0.22435203194618225 965.2330932617188 954.5097045898438 None None None +10 1806 0.22434408962726593 965.2138061523438 954.4907836914062 None None None +10 1807 0.22430965304374695 965.200439453125 954.4791259765625 None None None +10 1808 0.22433793544769287 965.2164306640625 954.4937744140625 None None None +10 1809 0.22437222301959991 965.2119140625 954.4876708984375 None None None +10 1810 0.22434566915035248 965.2052612304688 954.4822998046875 None None None +10 1811 0.22437644004821777 965.2216186523438 954.4971923828125 None None None +10 1812 0.2243790328502655 965.2325439453125 954.5079956054688 None None None +10 1813 0.22436513006687164 965.1688842773438 954.4450073242188 None None None +10 1814 0.22432857751846313 965.197265625 954.4751586914062 None None None 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0.22421152889728546 965.2680053710938 954.5513305664062 None None None +10 1841 0.22423288226127625 965.2479858398438 954.5302734375 None None None +10 1842 0.22425849735736847 965.1934204101562 954.4744262695312 None None None +10 1843 0.22424590587615967 965.1543579101562 954.43603515625 None None None +10 1844 0.22424660623073578 965.1669311523438 954.4484252929688 None None None +10 1845 0.22422027587890625 965.1787109375 954.4615478515625 None None None +10 1846 0.22419603168964386 965.2017822265625 954.4857177734375 None None None +10 1847 0.22417931258678436 965.2101440429688 954.494873046875 None None None +10 1848 0.2241792380809784 965.14990234375 954.4346923828125 None None None +10 1849 0.2241864651441574 965.1331176757812 954.4176025390625 None None None +10 1850 0.22416909039020538 965.0884399414062 954.3737182617188 None None None +10 1851 0.22418951988220215 965.0692749023438 954.3536376953125 None None None +10 1852 0.22425276041030884 965.061767578125 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0.22412998974323273 965.1759033203125 954.4630737304688 None None None +10 1866 0.22412192821502686 965.1763305664062 954.4639282226562 None None None +10 1867 0.22410279512405396 965.2260131835938 954.5144653320312 None None None +10 1868 0.2240733504295349 965.2152709960938 954.5051879882812 None None None +10 1869 0.22405476868152618 965.277587890625 954.568359375 None None None +10 1870 0.2241089940071106 965.281982421875 954.5701293945312 None None None +10 1871 0.22410157322883606 965.2796020507812 954.568115234375 None None None +10 1872 0.2241162210702896 965.2964477539062 954.584228515625 None None None +10 1873 0.22411446273326874 965.2807006835938 954.5686645507812 None None None +10 1874 0.22414322197437286 965.2858276367188 954.5723876953125 None None None +10 1875 0.22409304976463318 965.2778930664062 954.5668334960938 None None None +10 1876 0.22406794130802155 965.2979125976562 954.588134765625 None None None +10 1877 0.22403329610824585 965.3411254882812 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965.1204833984375 954.4073486328125 None None None +10 1891 0.22414952516555786 965.1279296875 954.414306640625 None None None +10 1892 0.22416317462921143 965.1618041992188 954.4475708007812 None None None +10 1893 0.22419585287570953 965.1505126953125 954.4347534179688 None None None +10 1894 0.224191352725029 965.1437377929688 954.42822265625 None None None +10 1895 0.22416506707668304 965.1350708007812 954.4207763671875 None None None +10 1896 0.22419573366641998 965.0997314453125 954.3839721679688 None None None +10 1897 0.22419613599777222 965.1741943359375 954.4583740234375 None None None +10 1898 0.22415804862976074 965.1702270507812 954.456298828125 None None None +10 1899 0.2241775244474411 965.115478515625 954.400634765625 None None None +10 1900 0.22412434220314026 965.1746826171875 954.46240234375 None None None +10 1901 0.2241479605436325 965.1226196289062 954.4091796875 None None None +10 1902 0.2241378277540207 965.1567993164062 954.4439086914062 None None None +10 1903 0.2241308093070984 965.1344604492188 954.4219360351562 None None None +10 1904 0.22418570518493652 965.11572265625 954.4005126953125 None None None +10 1905 0.22416847944259644 965.0665283203125 954.3521728515625 None None None +10 1906 0.22415490448474884 965.0914306640625 954.377685546875 None None None +10 1907 0.22419516742229462 965.0314331054688 954.3157958984375 None None None +10 1908 0.22417913377285004 965.005126953125 954.290283203125 None None None +10 1909 0.2241869419813156 965.04150390625 954.3262939453125 None None None +10 1910 0.22419047355651855 965.0206298828125 954.3052978515625 None None None +10 1911 0.2241908311843872 965.052734375 954.3373413085938 None None None +10 1912 0.2241673320531845 965.0494384765625 954.335205078125 None None None +10 1913 0.22417542338371277 965.0478515625 954.3331909179688 None None None +10 1914 0.22415612637996674 965.008056640625 954.2943115234375 None None None +10 1915 0.22416390478610992 965.0325317382812 954.318359375 None None None +10 1916 0.22418245673179626 965.0001831054688 954.28515625 None None None +10 1917 0.2241591364145279 965.0450439453125 954.3311157226562 None None None +10 1918 0.22416485846042633 965.0512084960938 954.3370361328125 None None None +10 1919 0.22414419054985046 965.04833984375 954.3350830078125 None None None +10 1920 0.22415941953659058 964.9987182617188 954.2847290039062 None None None +10 1921 0.22415563464164734 964.9808959960938 954.26708984375 None None None +10 1922 0.22420428693294525 964.9766235351562 954.2604370117188 None None None +10 1923 0.22417302429676056 964.9761962890625 954.261474609375 None None None +10 1924 0.22414349019527435 964.95166015625 954.2384033203125 None None None +10 1925 0.22415542602539062 964.9586181640625 954.2448120117188 None None None +10 1926 0.2241673618555069 964.9418334960938 954.2274780273438 None None None +10 1927 0.2241770178079605 964.9562377929688 954.241455078125 None None None +10 1928 0.22419488430023193 964.95166015625 954.2360229492188 None None None +10 1929 0.22421333193778992 964.9752807617188 954.2586669921875 None None None +10 1930 0.2242143452167511 964.9888305664062 954.272216796875 None None None +10 1931 0.22417280077934265 964.9609985351562 954.2463989257812 None None None +10 1932 0.22415859997272491 964.9533081054688 954.2393798828125 None None None +10 1933 0.2241193950176239 964.9412841796875 954.2291870117188 None None None +10 1934 0.22413745522499084 964.9396362304688 954.2266845703125 None None None +10 1935 0.22412265837192535 964.9332885742188 954.2210083007812 None None None +10 1936 0.22408653795719147 964.8922119140625 954.181640625 None None None +10 1937 0.2240743786096573 964.8670654296875 954.1571044921875 None None None +10 1938 0.2240496128797531 964.8740844726562 954.1653442382812 None None None +10 1939 0.22402986884117126 964.833251953125 954.1254272460938 None None None +10 1940 0.22402355074882507 964.8333740234375 954.1258544921875 None None None +10 1941 0.22402314841747284 964.8591918945312 954.1517333984375 None None None +10 1942 0.2240288257598877 964.9060668945312 954.1983642578125 None None None +10 1943 0.22403976321220398 964.8792724609375 954.1709594726562 None None None +10 1944 0.22401706874370575 964.8865356445312 954.1793212890625 None None None +10 1945 0.22402314841747284 964.808349609375 954.100830078125 None None None +10 1946 0.22404402494430542 964.8009643554688 954.092529296875 None None None +10 1947 0.224063441157341 964.8416748046875 954.1322631835938 None None None +10 1948 0.22404959797859192 964.8253784179688 954.1166381835938 None None None +10 1949 0.22402390837669373 964.8299560546875 954.1224975585938 None None None +10 1950 0.22395403683185577 964.8607788085938 954.1566162109375 None None None +10 1951 0.2239726334810257 964.855712890625 954.1506958007812 None None None +10 1952 0.22397197782993317 964.8340454101562 954.1289672851562 None None None +10 1953 0.2239365577697754 964.8273315429688 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0.22387701272964478 964.82177734375 954.1210327148438 None None None +10 1967 0.22386987507343292 964.8181762695312 954.1177978515625 None None None +10 1968 0.22385059297084808 964.87109375 954.171630859375 None None None +10 1969 0.22382406890392303 964.8506469726562 954.1524658203125 None None None +10 1970 0.22387626767158508 964.8233032226562 954.1226196289062 None None None +10 1971 0.22385874390602112 964.8263549804688 954.1265258789062 None None None +10 1972 0.22383615374565125 964.805908203125 954.107177734375 None None None +10 1973 0.2238241285085678 964.7969360351562 954.0987548828125 None None None +10 1974 0.223848357796669 964.7947998046875 954.0955200195312 None None None +10 1975 0.22381502389907837 964.8352661132812 954.1375122070312 None None None +10 1976 0.22382846474647522 964.830322265625 954.1318969726562 None None None +10 1977 0.2237998992204666 964.8584594726562 954.161376953125 None None None +10 1978 0.22381502389907837 964.8230590820312 954.125244140625 None None None +10 1979 0.22383929789066315 964.840087890625 954.1411743164062 None None None +10 1980 0.22379204630851746 964.8216552734375 954.125 None None None +10 1981 0.2237853854894638 964.8396606445312 954.143310546875 None None None +10 1982 0.2237534075975418 964.8434448242188 954.1486206054688 None None None +10 1983 0.22378776967525482 964.8099975585938 954.113525390625 None None None +10 1984 0.2237883061170578 964.8388671875 954.1424560546875 None None None +10 1985 0.22376415133476257 964.861328125 954.1660766601562 None None None +10 1986 0.22374990582466125 964.8682861328125 954.1737670898438 None None None +10 1987 0.2237744927406311 964.851806640625 954.1560668945312 None None None +10 1988 0.22375762462615967 964.8609619140625 954.1659545898438 None None None +10 1989 0.22373636066913605 964.8778076171875 954.1837768554688 None None None +10 1990 0.22377069294452667 964.813720703125 954.1181030273438 None None None +10 1991 0.22375206649303436 964.7833251953125 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None +12 1929 0.19407503306865692 955.2155151367188 945.940673828125 None None None +12 1930 0.1941077709197998 955.2559204101562 945.9794921875 None None None +12 1931 0.19411909580230713 955.2670288085938 945.9901123046875 None None None +12 1932 0.19409799575805664 955.2664184570312 945.990478515625 None None None +12 1933 0.19408534467220306 955.264404296875 945.9890747070312 None None None +12 1934 0.1940838098526001 955.2840576171875 946.0087890625 None None None +12 1935 0.19407889246940613 955.2364501953125 945.9613647460938 None None None +12 1936 0.19406794011592865 955.2212524414062 945.9467163085938 None None None +12 1937 0.19409678876399994 955.2032470703125 945.9273071289062 None None None +12 1938 0.19411909580230713 955.24072265625 945.9636840820312 None None None +12 1939 0.19410347938537598 955.2235717773438 945.947265625 None None None +12 1940 0.1941072791814804 955.21630859375 945.9398193359375 None None None +12 1941 0.19412106275558472 955.2152099609375 945.9381103515625 None None None +12 1942 0.19410112500190735 955.1395263671875 945.8633422851562 None None None +12 1943 0.19411242008209229 955.169921875 945.8931884765625 None None None +12 1944 0.19412386417388916 955.1530151367188 945.8756713867188 None None None +12 1945 0.1940988451242447 955.1405029296875 945.8643798828125 None None None +12 1946 0.19406476616859436 955.1216430664062 945.8471069335938 None None None +12 1947 0.19407235085964203 955.1500244140625 945.8751220703125 None None None +12 1948 0.1940983682870865 955.1386108398438 945.8624877929688 None None None +12 1949 0.1940520852804184 955.1097412109375 945.8358764648438 None None None +12 1950 0.19403661787509918 955.16015625 945.8870849609375 None None None +12 1951 0.19404445588588715 955.145751953125 945.872314453125 None None None +12 1952 0.1940269023180008 955.125244140625 945.8526611328125 None None None +12 1953 0.1940167099237442 955.1820068359375 945.909912109375 None None None +12 1954 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945.7030029296875 None None None +12 1980 0.19390781223773956 954.96337890625 945.6961669921875 None None None +12 1981 0.19391079246997833 954.9489135742188 945.6815185546875 None None None +12 1982 0.19396263360977173 955.0198364257812 945.75 None None None +12 1983 0.1939578652381897 955.0454711914062 945.7758178710938 None None None +12 1984 0.19394192099571228 955.0557861328125 945.786865234375 None None None +12 1985 0.19390642642974854 955.0592651367188 945.7920532226562 None None None +12 1986 0.19388911128044128 955.0905151367188 945.8241577148438 None None None +12 1987 0.19389399886131287 955.0822143554688 945.8156127929688 None None None +12 1988 0.19389402866363525 955.0643920898438 945.7977905273438 None None None +12 1989 0.1939089596271515 955.10205078125 945.8347778320312 None None None +12 1990 0.19390471279621124 955.08740234375 945.8203125 None None None +12 1991 0.1939237266778946 955.075927734375 945.8079833984375 None None None +12 1992 0.19392293691635132 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949.1366577148438 940.3174438476562 None None None +13 1994 0.18449774384498596 949.0879516601562 940.2693481445312 None None None +13 1995 0.1845078319311142 949.0477905273438 940.228759765625 None None None +13 1996 0.18452318012714386 949.0625 940.24267578125 None None None +13 1997 0.18457108736038208 949.1156005859375 940.29345703125 None None None +13 1998 0.18453297019004822 949.106201171875 940.285888671875 None None None +13 1999 0.18455199897289276 949.06689453125 940.2456665039062 None None None +13 2000 0.18452954292297363 949.0720825195312 940.2518310546875 None None None +13 2001 0.18451282382011414 949.042236328125 940.2228393554688 None None None +13 2002 0.18449178338050842 949.06103515625 940.24267578125 None None None +13 2003 0.1845054179430008 949.0499877929688 940.23095703125 None None None +13 2004 0.1845071017742157 949.0691528320312 940.2500610351562 None None None +13 2005 0.18450169265270233 949.0740966796875 940.2551879882812 None None None +13 2006 0.1844838559627533 949.0484619140625 940.2304077148438 None None None +13 2007 0.18451958894729614 949.0430908203125 940.2233276367188 None None None +13 2008 0.18451474606990814 949.0650024414062 940.2454223632812 None None None +13 2009 0.18454892933368683 949.0303955078125 940.209228515625 None None None +13 2010 0.18458865582942963 948.9913940429688 940.1683349609375 None None None +13 2011 0.18456457555294037 948.9725341796875 940.1506958007812 None None None +13 2012 0.18456511199474335 949.01513671875 940.1932373046875 None None None +13 2013 0.1845984309911728 949.0194091796875 940.1958618164062 None None None +13 2014 0.18462790548801422 949.0238647460938 940.1988525390625 None None None +13 2015 0.18467627465724945 949.0049438476562 940.1776733398438 None None None +13 2016 0.1846519410610199 949.0111694335938 940.1851806640625 None None None +13 2017 0.18465353548526764 948.962890625 940.1367797851562 None None None +13 2018 0.1846233755350113 949.0098876953125 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None None +14 1956 0.17895910143852234 946.435302734375 937.8821411132812 None None None +14 1957 0.178999662399292 946.3662719726562 937.8111572265625 None None None +14 1958 0.17898507416248322 946.3564453125 937.8020629882812 None None None +14 1959 0.17894697189331055 946.31787109375 937.7652587890625 None None None +14 1960 0.17896923422813416 946.2853393554688 937.731689453125 None None None +14 1961 0.17896784842014313 946.2864379882812 937.7328491210938 None None None +14 1962 0.1789477914571762 946.2599487304688 937.7072143554688 None None None +14 1963 0.17894844710826874 946.246826171875 937.694091796875 None None None +14 1964 0.17893657088279724 946.2791748046875 937.7269897460938 None None None +14 1965 0.17891059815883636 946.2969360351562 937.7459716796875 None None None +14 1966 0.1789078712463379 946.3206176757812 937.7697143554688 None None None +14 1967 0.17890223860740662 946.3448486328125 937.7942504882812 None None None +14 1968 0.17889805138111115 946.3308715820312 937.780517578125 None None None +14 1969 0.1789102852344513 946.2905883789062 937.7396240234375 None None None +14 1970 0.17890463769435883 946.2968139648438 937.7460327148438 None None None +14 1971 0.17890852689743042 946.2567138671875 937.705810546875 None None None +14 1972 0.17890945076942444 946.26171875 937.7107543945312 None None None +14 1973 0.17894306778907776 946.2704467773438 937.7178344726562 None None None +14 1974 0.178933247923851 946.3204956054688 937.7683715820312 None None None +14 1975 0.17900016903877258 946.2741088867188 937.7188110351562 None None None +14 1976 0.17900633811950684 946.2496948242188 937.694091796875 None None None +14 1977 0.1790381371974945 946.2515869140625 937.6944580078125 None None None +14 1978 0.17902733385562897 946.2222290039062 937.6656494140625 None None None +14 1979 0.17901530861854553 946.238037109375 937.68212890625 None None None +14 1980 0.17905141413211823 946.2498779296875 937.6922607421875 None None None +14 1981 0.17907406389713287 946.2454223632812 937.6866455078125 None None None +14 1982 0.17907065153121948 946.2078857421875 937.6492919921875 None None None +14 1983 0.17909659445285797 946.1793823242188 937.6195678710938 None None None +14 1984 0.17906329035758972 946.1804809570312 937.6222534179688 None None None +14 1985 0.17913386225700378 946.1947631835938 937.6331176757812 None None None +14 1986 0.17912432551383972 946.1956787109375 937.634521484375 None None None +14 1987 0.17912350594997406 946.15673828125 937.5955810546875 None None None +14 1988 0.17914342880249023 946.1307983398438 937.5686645507812 None None None +14 1989 0.1791296899318695 946.1273803710938 937.56591796875 None None None +14 1990 0.17913690209388733 946.1107788085938 937.5490112304688 None None None +14 1991 0.17912833392620087 946.0758666992188 937.5145263671875 None None None +14 1992 0.17909453809261322 946.0967407226562 937.537109375 None None None +14 1993 0.1790788173675537 946.0890502929688 937.5301513671875 None None None +14 1994 0.17906063795089722 946.1021728515625 937.5441284179688 None None None +14 1995 0.17906779050827026 946.0779418945312 937.51953125 None None None +14 1996 0.1790637969970703 946.0515747070312 937.4933471679688 None None None +14 1997 0.17911148071289062 946.09423828125 937.53369140625 None None None +14 1998 0.17908579111099243 946.0882568359375 937.5289916992188 None None None +14 1999 0.17909307777881622 946.1325073242188 937.5728149414062 None None None +14 2000 0.17909850180149078 946.1364135742188 937.5764770507812 None None None +14 2001 0.1791047304868698 946.144287109375 937.5840454101562 None None None +14 2002 0.17910835146903992 946.1300048828125 937.5695190429688 None None None +14 2003 0.17908766865730286 946.1586303710938 937.59912109375 None None None +14 2004 0.17912602424621582 946.2714233398438 937.7101440429688 None None None +14 2005 0.17910194396972656 946.2897338867188 937.7296142578125 None None None +14 2006 0.17908573150634766 946.31689453125 937.7575073242188 None None None +14 2007 0.17906145751476288 946.3189697265625 937.7607421875 None None None +14 2008 0.17903737723827362 946.3196411132812 937.7625122070312 None None None +14 2009 0.17904171347618103 946.3220825195312 937.7647705078125 None None None +14 2010 0.17904424667358398 946.2609252929688 937.7035522460938 None None None +14 2011 0.17906193435192108 946.2511596679688 937.6929321289062 None None None +14 2012 0.17910467088222504 946.2496948242188 937.6893310546875 None None None +14 2013 0.17910075187683105 946.2379150390625 937.6777954101562 None None None +14 2014 0.17910581827163696 946.3030395507812 937.7427368164062 None None None +14 2015 0.17910699546337128 946.2819213867188 937.7215576171875 None None None +14 2016 0.17911389470100403 946.2655029296875 937.7047729492188 None None None +14 2017 0.17912496626377106 946.2230834960938 937.661865234375 None None None +14 2018 0.17912112176418304 946.2423095703125 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0.1654977947473526 942.0559692382812 934.1450805664062 None None None +16 1934 0.16552403569221497 942.011962890625 934.099853515625 None None None +16 1935 0.1656290590763092 941.9960327148438 934.078857421875 None None None +16 1936 0.16563482582569122 942.005126953125 934.087646484375 None None None +16 1937 0.16564424335956573 941.9636840820312 934.0458374023438 None None None +16 1938 0.1656220257282257 941.9425048828125 934.0256958007812 None None None +16 1939 0.1656292974948883 941.9180297851562 934.0008544921875 None None None +16 1940 0.16560567915439606 941.8783569335938 933.9622802734375 None None None +16 1941 0.16566942632198334 941.8642578125 933.9451293945312 None None None +16 1942 0.16564905643463135 941.88525390625 933.9671020507812 None None None +16 1943 0.16566801071166992 941.8599853515625 933.9408569335938 None None None +16 1944 0.16566862165927887 941.8494873046875 933.9303588867188 None None None +16 1945 0.16567908227443695 941.859619140625 933.93994140625 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0.16572503745555878 941.9447021484375 934.0230102539062 None None None +16 1972 0.1657238006591797 941.9314575195312 934.0098876953125 None None None +16 1973 0.16571621596813202 941.9618530273438 934.0406494140625 None None None +16 1974 0.16572986543178558 941.950927734375 934.029052734375 None None None +16 1975 0.16571786999702454 941.9589233398438 934.0376586914062 None None None +16 1976 0.16570380330085754 941.9560546875 934.0355224609375 None None None +16 1977 0.16566666960716248 941.9810791015625 934.0623168945312 None None None +16 1978 0.16566625237464905 941.9478759765625 934.0291748046875 None None None +16 1979 0.16568876802921295 941.9673461914062 934.047607421875 None None None +16 1980 0.16569945216178894 942.0140991210938 934.0938720703125 None None None +16 1981 0.16569849848747253 942.0211181640625 934.1009521484375 None None None +16 1982 0.16572420299053192 941.9692993164062 934.0478515625 None None None +16 1983 0.165765643119812 942.0053100585938 934.0818481445312 None None None +16 1984 0.16575904190540314 942.01904296875 934.095947265625 None None None +16 1985 0.1657467484474182 942.05810546875 934.1356201171875 None None None +16 1986 0.16575096547603607 942.0571899414062 934.1344604492188 None None None +16 1987 0.16574619710445404 942.0620727539062 934.1395263671875 None None None +16 1988 0.1657872349023819 942.0457153320312 934.1212158203125 None None None +16 1989 0.16579309105873108 942.0836791992188 934.158935546875 None None None +16 1990 0.1657702624797821 942.0867919921875 934.1631469726562 None None None +16 1991 0.16607573628425598 942.0867919921875 934.1485595703125 None None None +16 1992 0.16605865955352783 942.0936279296875 934.1561279296875 None None None +16 1993 0.1660693734884262 942.1043701171875 934.1663818359375 None None None +16 1994 0.16607187688350677 942.0978393554688 934.15966796875 None None None +16 1995 0.16607005894184113 942.1087036132812 934.1705932617188 None None None +16 1996 0.16606926918029785 942.1170654296875 934.1790161132812 None None None +16 1997 0.16608959436416626 942.1402587890625 934.2012939453125 None None None +16 1998 0.1660613715648651 942.1722412109375 934.2345581054688 None None None +16 1999 0.16604286432266235 942.1925659179688 934.2557983398438 None None None +16 2000 0.16603630781173706 942.2317504882812 934.2952270507812 None None None +16 2001 0.16601869463920593 942.2592163085938 934.3235473632812 None None None +16 2002 0.16600756347179413 942.2994995117188 934.3643798828125 None None None +16 2003 0.1660282164812088 942.2648315429688 934.32861328125 None None None +16 2004 0.16601049900054932 942.2615966796875 934.3262939453125 None None None +16 2005 0.16602371633052826 942.2586059570312 934.3226928710938 None None None +16 2006 0.1660103052854538 942.2767944335938 934.341552734375 None None None +16 2007 0.16601215302944183 942.2490844726562 934.313720703125 None None None +16 2008 0.16599620878696442 942.262451171875 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0.14368455111980438 931.8338012695312 924.9649047851562 None None None +19 1934 0.1437588632106781 931.8302001953125 924.957763671875 None None None +19 1935 0.14373274147510529 931.7918090820312 924.920654296875 None None None +19 1936 0.14369918406009674 931.8197021484375 924.9501342773438 None None None +19 1937 0.14369115233421326 931.81982421875 924.9506225585938 None None None +19 1938 0.14370526373386383 931.8032836914062 924.9334106445312 None None None +19 1939 0.1436881124973297 931.8289184570312 924.9598999023438 None None None +19 1940 0.14368727803230286 931.8541870117188 924.9852294921875 None None None +19 1941 0.14367789030075073 931.8938598632812 925.025390625 None None None +19 1942 0.14366814494132996 931.93115234375 925.0630493164062 None None None +19 1943 0.14370837807655334 931.915283203125 925.0452880859375 None None None +19 1944 0.14375390112400055 931.9033813476562 925.0311889648438 None None None +19 1945 0.14375141263008118 931.877197265625 925.0051879882812 None None None +19 1946 0.1437634527683258 931.869140625 924.9965209960938 None None None +19 1947 0.14375701546669006 931.877197265625 925.0048217773438 None None None +19 1948 0.14374810457229614 931.9011840820312 925.029296875 None None None +19 1949 0.14374679327011108 931.8941040039062 925.0222778320312 None None None +19 1950 0.14374102652072906 931.89208984375 925.0204467773438 None None None +19 1951 0.14371955394744873 931.8648071289062 924.9942626953125 None None None +19 1952 0.1437300741672516 931.8843994140625 925.0133666992188 None None None +19 1953 0.14371660351753235 931.9131469726562 925.0427856445312 None None None +19 1954 0.14370772242546082 931.9301147460938 925.0601806640625 None None None +19 1955 0.143695667386055 931.9657592773438 925.096435546875 None None None +19 1956 0.143682062625885 931.9674682617188 925.0988159179688 None None None +19 1957 0.1436692476272583 931.9785766601562 925.110595703125 None None None +19 1958 0.14365224540233612 931.99365234375 925.1265258789062 None None None +19 1959 0.14366821944713593 931.9946899414062 925.1267700195312 None None None +19 1960 0.14367087185382843 931.9988403320312 925.1307983398438 None None None +19 1961 0.14366793632507324 932.0038452148438 925.1359252929688 None None None +19 1962 0.14365945756435394 932.0035400390625 925.1360473632812 None None None +19 1963 0.14365938305854797 932.012939453125 925.1454467773438 None None None +19 1964 0.143728107213974 932.0167236328125 925.1459350585938 None None None +19 1965 0.14375856518745422 931.9991455078125 925.126953125 None None None +19 1966 0.14375455677509308 932.0009155273438 925.12890625 None None None +19 1967 0.14376570284366608 931.9829711914062 925.1104125976562 None None None +19 1968 0.1437676101922989 931.9545288085938 925.0819091796875 None None None +19 1969 0.14379121363162994 931.9382934570312 925.0645751953125 None None None +19 1970 0.14385056495666504 931.9494018554688 925.0728759765625 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931.9367065429688 925.0628051757812 None None None +19 1984 0.14379413425922394 931.936767578125 925.0629272460938 None None None +19 1985 0.14383067190647125 931.8729248046875 924.9973754882812 None None None +19 1986 0.14383509755134583 931.854736328125 924.9789428710938 None None None +19 1987 0.14384013414382935 931.9105224609375 925.0344848632812 None None None +19 1988 0.1438247412443161 931.9609985351562 925.0856323242188 None None None +19 1989 0.14381907880306244 931.93896484375 925.0638427734375 None None None +19 1990 0.1438315361738205 931.94921875 925.073486328125 None None None +19 1991 0.14386677742004395 931.9900512695312 925.1126708984375 None None None +19 1992 0.14385266602039337 931.9873046875 925.110595703125 None None None +19 1993 0.14386306703090668 932.0210571289062 925.1438598632812 None None None +19 1994 0.14387859404087067 932.0286254882812 925.150634765625 None None None +19 1995 0.1438874900341034 931.9889526367188 925.1105346679688 None None None +19 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0.14053680002689362 928.6671752929688 921.9486083984375 None None None +20 1884 0.14051955938339233 928.6734619140625 921.9556884765625 None None None +20 1885 0.14050239324569702 928.6718139648438 921.9548950195312 None None None +20 1886 0.14048168063163757 928.6456909179688 921.9297485351562 None None None +20 1887 0.1404891312122345 928.6567993164062 921.9405517578125 None None None +20 1888 0.1404886692762375 928.623779296875 921.907470703125 None None None +20 1889 0.14048641920089722 928.6427612304688 921.9265747070312 None None None +20 1890 0.140462726354599 928.656494140625 921.94140625 None None None +20 1891 0.14044342935085297 928.6286010742188 921.9144287109375 None None None +20 1892 0.1404639184474945 928.6290893554688 921.9138793945312 None None None +20 1893 0.14046038687229156 928.6593627929688 921.9443359375 None None None +20 1894 0.14046351611614227 928.63134765625 921.9161987304688 None None None +20 1895 0.14048705995082855 928.6309814453125 921.9147338867188 None None None +20 1896 0.14047835767269135 928.6805419921875 921.9646606445312 None None None +20 1897 0.1404695361852646 928.68017578125 921.9646606445312 None None None +20 1898 0.14045454561710358 928.7123413085938 921.9976196289062 None None None +20 1899 0.1404673010110855 928.694580078125 921.979248046875 None None None +20 1900 0.14049100875854492 928.702392578125 921.9859008789062 None None None +20 1901 0.14048883318901062 928.7149047851562 921.99853515625 None None None +20 1902 0.14046300947666168 928.7116088867188 921.9965209960938 None None None +20 1903 0.14046315848827362 928.7355346679688 922.0203857421875 None None None +20 1904 0.14044778048992157 928.7590942382812 922.044677734375 None None None +20 1905 0.14046776294708252 928.7536010742188 922.0382080078125 None None None +20 1906 0.14048784971237183 928.7213134765625 922.0050048828125 None None None +20 1907 0.14047762751579285 928.7158813476562 922.0001220703125 None None None +20 1908 0.1404861956834793 928.7138671875 921.9976806640625 None None None +20 1909 0.14050549268722534 928.7869262695312 922.06982421875 None None None +20 1910 0.14050890505313873 928.8110961914062 922.09375 None None None +20 1911 0.140519380569458 928.8097534179688 922.0919189453125 None None None +20 1912 0.14052246510982513 928.8175659179688 922.0995483398438 None None None +20 1913 0.14051301777362823 928.8684692382812 922.1509399414062 None None None +20 1914 0.1405218094587326 928.8499755859375 922.1320190429688 None None None +20 1915 0.14049363136291504 928.9007568359375 922.1841430664062 None None None +20 1916 0.14049823582172394 928.8926391601562 922.1758422851562 None None None +20 1917 0.14051084220409393 928.9139404296875 922.196533203125 None None None +20 1918 0.14050070941448212 928.9012451171875 922.1842651367188 None None None +20 1919 0.14048215746879578 928.8943481445312 922.17822265625 None None None +20 1920 0.14047901332378387 928.9124145507812 922.196533203125 None None None +20 1921 0.14046533405780792 928.9564208984375 922.2411499023438 None None None +20 1922 0.14047391712665558 928.9281616210938 922.2124633789062 None None None +20 1923 0.14047859609127045 928.9228515625 922.2069702148438 None None None +20 1924 0.14046883583068848 928.9598388671875 922.2445068359375 None None None +20 1925 0.14044003188610077 928.9746704101562 922.2606811523438 None None None +20 1926 0.14046798646450043 928.9420776367188 922.2266845703125 None None None +20 1927 0.1404811292886734 928.9324340820312 922.2164916992188 None None None +20 1928 0.14047852158546448 928.95458984375 922.23876953125 None None None +20 1929 0.14049145579338074 928.9443359375 922.2279663085938 None None None +20 1930 0.14048384130001068 928.985107421875 922.2691040039062 None None None +20 1931 0.14047908782958984 928.994140625 922.2783813476562 None None None +20 1932 0.1405123472213745 928.9537963867188 922.2365112304688 None None None +20 1933 0.14053678512573242 928.936767578125 922.2183227539062 None None None +20 1934 0.14052896201610565 928.94384765625 922.2257690429688 None None None +20 1935 0.14052879810333252 928.8949584960938 922.1768188476562 None None None +20 1936 0.1405358612537384 928.8731079101562 922.1546630859375 None None None +20 1937 0.14053070545196533 928.8471069335938 922.12890625 None None None +20 1938 0.14051611721515656 928.8630981445312 922.1456298828125 None None None +20 1939 0.14049650728702545 928.8719482421875 922.1553955078125 None None None +20 1940 0.14047861099243164 928.8267822265625 922.111083984375 None None None +20 1941 0.14047808945178986 928.8418579101562 922.1261596679688 None None None +20 1942 0.14047344028949738 928.83203125 922.1165771484375 None None None +20 1943 0.1404562145471573 928.8419799804688 922.12744140625 None None None +20 1944 0.14044426381587982 928.8328857421875 922.118896484375 None None None +20 1945 0.14046892523765564 928.8151245117188 922.0999145507812 None None None +20 1946 0.14046742022037506 928.7553100585938 922.0402221679688 None None None +20 1947 0.140469491481781 928.8095092773438 922.0942993164062 None None None +20 1948 0.14047272503376007 928.8463745117188 922.1310424804688 None None None +20 1949 0.14045728743076324 928.8548583984375 922.1402587890625 None None None +20 1950 0.14044886827468872 928.8318481445312 922.11767578125 None None None +20 1951 0.14044427871704102 928.823974609375 922.1099243164062 None None None +20 1952 0.14042823016643524 928.7954711914062 922.0822143554688 None None None +20 1953 0.14039336144924164 928.7935180664062 922.0819091796875 None None None +20 1954 0.14037533104419708 928.78173828125 922.071044921875 None None None +20 1955 0.14039532840251923 928.7879028320312 922.0762329101562 None None None +20 1956 0.14038695394992828 928.8348999023438 922.1235961914062 None None None +20 1957 0.140389084815979 928.8456420898438 922.13427734375 None None None +20 1958 0.14037975668907166 928.8651733398438 922.1542358398438 None None None 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922.0319213867188 None None None +20 1972 0.14035113155841827 928.773193359375 922.063720703125 None None None +20 1973 0.14038904011249542 928.775634765625 922.0643920898438 None None None +20 1974 0.14039917290210724 928.7987670898438 922.0870971679688 None None None +20 1975 0.14038264751434326 928.7850952148438 922.07421875 None None None +20 1976 0.1403442770242691 928.822998046875 922.1139526367188 None None None +20 1977 0.1403261125087738 928.7990112304688 922.0908813476562 None None None +20 1978 0.14030088484287262 928.831298828125 922.124267578125 None None None +20 1979 0.1402980238199234 928.8175659179688 922.1107177734375 None None None +20 1980 0.1402958482503891 928.7767944335938 922.0700073242188 None None None +20 1981 0.14027372002601624 928.7877197265625 922.0819702148438 None None None +20 1982 0.14027424156665802 928.7817993164062 922.0760498046875 None None None +20 1983 0.14026489853858948 928.750244140625 922.0449829101562 None None None +20 1984 0.1402411162853241 928.7415161132812 922.0374145507812 None None None +20 1985 0.14024552702903748 928.7125244140625 922.0081787109375 None None None +20 1986 0.14025293290615082 928.743896484375 922.0391845703125 None None None +20 1987 0.14024928212165833 928.775146484375 922.0706176757812 None None None +20 1988 0.14024636149406433 928.775146484375 922.0707397460938 None None None +20 1989 0.1402573138475418 928.7772827148438 922.0723876953125 None None None +20 1990 0.140272319316864 928.789794921875 922.0841674804688 None None None +20 1991 0.14028605818748474 928.8340454101562 922.1278076171875 None None None +20 1992 0.14028865098953247 928.831787109375 922.1254272460938 None None None +20 1993 0.14026997983455658 928.8392944335938 922.1338500976562 None None None +20 1994 0.14025439321994781 928.8080444335938 922.1033325195312 None None None +20 1995 0.14025141298770905 928.80224609375 922.09765625 None None None +20 1996 0.14023920893669128 928.8504638671875 922.146484375 None None None +20 1997 0.14022092521190643 928.8436279296875 922.1405029296875 None None None +20 1998 0.14021916687488556 928.8370361328125 922.1339721679688 None None None +20 1999 0.14023815095424652 928.8095092773438 922.10546875 None None None +20 2000 0.14022226631641388 928.7890625 922.0858154296875 None None None +20 2001 0.1401905119419098 928.819580078125 922.1178588867188 None None None +20 2002 0.14017343521118164 928.8018188476562 922.1009521484375 None None None +20 2003 0.14015182852745056 928.7960205078125 922.09619140625 None None None +20 2004 0.1401829570531845 928.755126953125 922.0538330078125 None None None +20 2005 0.1402001976966858 928.7543334960938 922.0521850585938 None None None +20 2006 0.14019164443016052 928.8209228515625 922.1192016601562 None None None +20 2007 0.14017732441425323 928.7967529296875 922.095703125 None None None +20 2008 0.14016282558441162 928.7960205078125 922.0957641601562 None None None +20 2009 0.14019028842449188 928.7763061523438 922.07470703125 None None None +20 2010 0.14018887281417847 928.7828369140625 922.0813598632812 None None None +20 2011 0.1401754915714264 928.7391967773438 922.038330078125 None None None +20 2012 0.1401822715997696 928.7283935546875 922.0271606445312 None None None +20 2013 0.14017392694950104 928.7327880859375 922.0319213867188 None None None +20 2014 0.14015622437000275 928.7310180664062 922.031005859375 None None None +20 2015 0.14013074338436127 928.720703125 922.0219116210938 None None None +20 2016 0.14012207090854645 928.7003173828125 922.001953125 None None None +20 2017 0.14011050760746002 928.713623046875 922.0158081054688 None None None +20 2018 0.14012716710567474 928.6862182617188 921.987548828125 None None None +20 2019 0.14013449847698212 928.6624755859375 921.9635009765625 None None None +20 2020 0.14016132056713104 928.6346435546875 921.9343872070312 None None None +20 2021 0.1401466727256775 928.5975341796875 921.8978881835938 None None None +20 2022 0.14014028012752533 928.5858764648438 921.8865356445312 None None None +20 2023 0.14011377096176147 928.6333618164062 921.935302734375 None None None +20 2024 0.14011572301387787 928.6137084960938 921.9155883789062 None None None +20 2025 0.1401333510875702 928.5995483398438 921.9005737304688 None None None +20 2026 0.14014925062656403 928.6090087890625 921.9092407226562 None None None +20 2027 0.14014777541160583 928.6187133789062 921.9190063476562 None None None +20 2028 0.14015424251556396 928.6394653320312 921.9393920898438 None None None +20 2029 0.1401556432247162 928.6341552734375 921.9340209960938 None None None +20 2030 0.14019609987735748 928.6204833984375 921.91845703125 None None None +20 2031 0.14020511507987976 928.5950317382812 921.892578125 None None None +20 2032 0.14021793007850647 928.5669555664062 921.8638305664062 None None None +20 2033 0.1402033269405365 928.5568237304688 921.8543701171875 None None None +20 2034 0.14020602405071259 928.5236206054688 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None None +20 2312 0.14015746116638184 928.548095703125 921.8488159179688 None None None +20 2313 0.14017100632190704 928.5469360351562 921.846923828125 None None None +20 2314 0.14016684889793396 928.58935546875 921.8895874023438 None None None +20 2315 0.14016561210155487 928.593505859375 921.893798828125 None None None +20 2316 0.14016731083393097 928.5897827148438 921.8900756835938 None None None +20 2317 0.1401754915714264 928.6107788085938 921.91064453125 None None None +20 2318 0.1401795744895935 928.629150390625 921.9287719726562 None None None +20 2319 0.14017625153064728 928.6151123046875 921.9149169921875 None None None +20 2320 0.140159010887146 928.6154174804688 921.9158935546875 None None None +20 2321 0.1401730179786682 928.5891723632812 921.8890380859375 None None None +20 2322 0.1401522159576416 928.5896606445312 921.8905029296875 None None None +20 2323 0.14016538858413696 928.5479736328125 921.8482666015625 None None None +20 2324 0.14016495645046234 928.564453125 921.86474609375 None None None +20 2325 0.14014893770217896 928.613525390625 921.9146118164062 None None None +20 2326 0.14021365344524384 928.60693359375 921.9049682617188 None None None +20 2327 0.14021345973014832 928.6229858398438 921.9210205078125 None None None +20 2328 0.1402248591184616 928.6495361328125 921.947021484375 None None None +20 2329 0.14023089408874512 928.6719970703125 921.96923828125 None None None +20 2330 0.14022119343280792 928.6825561523438 921.9802856445312 None None None +20 2331 0.1402105689048767 928.6813354492188 921.9795532226562 None None None +20 2332 0.14020903408527374 928.7182006835938 922.0165405273438 None None None +20 2333 0.14020320773124695 928.721435546875 922.0200805664062 None None None +20 2334 0.14020176231861115 928.7452392578125 922.0439453125 None None None +20 2335 0.14021916687488556 928.724365234375 922.0222778320312 None None None +20 2336 0.1402377486228943 928.7290649414062 922.026123046875 None None None +20 2337 0.14026547968387604 928.740966796875 922.0367431640625 None None None +20 2338 0.14027968049049377 928.7111206054688 922.006103515625 None None None +20 2339 0.14031155407428741 928.7232055664062 922.0166015625 None None None +20 2340 0.14031487703323364 928.7081909179688 922.0013427734375 None None None +20 2341 0.14033201336860657 928.68994140625 921.9822387695312 None None None +20 2342 0.14032703638076782 928.7202758789062 922.0127563476562 None None None +20 2343 0.140340656042099 928.698974609375 921.9907836914062 None None None +20 2344 0.14033754169940948 928.6978759765625 921.9899291992188 None None None +20 2345 0.14034537971019745 928.662841796875 921.9545288085938 None None None +20 2346 0.14036156237125397 928.6552124023438 921.9461669921875 None None None +20 2347 0.14033615589141846 928.6427001953125 921.9348754882812 None None None +20 2348 0.14033271372318268 928.6287841796875 921.9210815429688 None None None +20 2349 0.1403317153453827 928.6278076171875 921.9200439453125 None None None +20 2350 0.1403660625219345 928.6498413085938 921.9404907226562 None None None +20 2351 0.14035269618034363 928.6535034179688 921.9447631835938 None None None +20 2352 0.14034433662891388 928.6611938476562 921.952880859375 None None None +20 2353 0.14035990834236145 928.685546875 921.9764404296875 None None None +20 2354 0.14035184681415558 928.6956787109375 921.9869995117188 None None None +20 2355 0.14034637808799744 928.7200317382812 922.0115966796875 None None None +20 2356 0.14034134149551392 928.7321166992188 922.02392578125 None None None +20 2357 0.1403501033782959 928.7434692382812 922.0347900390625 None None None +20 2358 0.14034992456436157 928.7184448242188 922.009765625 None None None +20 2359 0.14036352932453156 928.7088012695312 921.99951171875 None None None +20 2360 0.14035773277282715 928.7169799804688 922.0079956054688 None None None +20 2361 0.14034722745418549 928.709716796875 922.001220703125 None None None +20 2362 0.14032654464244843 928.6964721679688 921.9889526367188 None None None +20 2363 0.1403137594461441 928.682373046875 921.9754028320312 None None None +20 2364 0.14030227065086365 928.71875 922.0123291015625 None None None +20 2365 0.14031977951526642 928.7213745117188 922.0142211914062 None None None +20 2366 0.14031504094600677 928.709716796875 922.002685546875 None None None +20 2367 0.14032156765460968 928.674560546875 921.9672241210938 None None None +20 2368 0.140327587723732 928.6796264648438 921.9719848632812 None None None +20 2369 0.14033348858356476 928.66650390625 921.95849609375 None None None +20 2370 0.1403660625219345 928.6966552734375 921.987060546875 None None None +20 2371 0.1403501182794571 928.6993408203125 921.990478515625 None None None +20 2372 0.14034324884414673 928.691162109375 921.9825439453125 None None None +20 2373 0.1403351128101349 928.6830444335938 921.974853515625 None None None +20 2374 0.14032435417175293 928.6817016601562 921.9740600585938 None None None +20 2375 0.14032365381717682 928.6735229492188 921.9658203125 None None None +20 2376 0.14031895995140076 928.6546630859375 921.947265625 None None None +20 2377 0.14032234251499176 928.6700439453125 921.9625244140625 None None None +20 2378 0.14031586050987244 928.63623046875 921.9290771484375 None None None +20 2379 0.1403060108423233 928.6304931640625 921.9237670898438 None None None +20 2380 0.1403021514415741 928.6422119140625 921.9356689453125 None None None +20 2381 0.14030416309833527 928.6536865234375 921.947021484375 None None None +20 2382 0.14029304683208466 928.6292724609375 921.9231567382812 None None None +20 2383 0.14027182757854462 928.619140625 921.9140625 None None None +20 2384 0.1402907520532608 928.6193237304688 921.9132690429688 None None None +20 2385 0.14030128717422485 928.616943359375 921.9103393554688 None None None +20 2386 0.14029623568058014 928.6619262695312 921.9555053710938 None None None +20 2387 0.1402866244316101 928.6728515625 921.9669799804688 None None None +20 2388 0.1403106153011322 928.6591796875 921.9520874023438 None None None +20 2389 0.14049363136291504 928.6460571289062 921.9302368164062 None None None +20 2390 0.14050200581550598 928.6433715820312 921.9271850585938 None None None +20 2391 0.14052139222621918 928.6358032226562 921.9186401367188 None None None +20 2392 0.14052045345306396 928.5946655273438 921.8775634765625 None None None +20 2393 0.14051571488380432 928.5841674804688 921.8673095703125 None None None +20 2394 0.14050886034965515 928.5639038085938 921.8472900390625 None None None +20 2395 0.14050741493701935 928.5455322265625 921.8290405273438 None None None +20 2396 0.14051637053489685 928.5292358398438 921.8123168945312 None None None +20 2397 0.14053501188755035 928.4996337890625 921.7817993164062 None None None +20 2398 0.14053963124752045 928.4921875 921.7742309570312 None None None +20 2399 0.1405392587184906 928.4911499023438 921.7731323242188 None None None +20 2400 0.1405419409275055 928.5097045898438 921.7915649414062 None None None +20 2401 0.14052778482437134 928.476806640625 921.7593994140625 None None None +20 2402 0.1405211240053177 928.4772338867188 921.7601318359375 None None None +20 2403 0.14050376415252686 928.4963989257812 921.7800903320312 None None None +20 2404 0.14050203561782837 928.5444946289062 921.8283081054688 None None None +20 2405 0.1404908448457718 928.5604858398438 921.8447875976562 None None None +20 2406 0.1404760628938675 928.593994140625 921.8790283203125 None None None +20 2407 0.14048179984092712 928.576416015625 921.8611450195312 None None None +20 2408 0.1405106484889984 928.57275390625 921.8560791015625 None None None +20 2409 0.14049822092056274 928.5475463867188 921.8313598632812 None None None +20 2410 0.14049947261810303 928.5609130859375 921.8446044921875 None None None +20 2411 0.14047391712665558 928.5667724609375 921.8516235351562 None None None +20 2412 0.14049439132213593 928.5458984375 921.8297119140625 None None None +20 2413 0.14050060510635376 928.5650634765625 921.8485107421875 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6da692dfb0ac9eb759bbc428a282e58487ac7dc --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.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 +2023-08-18 16:35:26.330710: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:28.715008: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:28.718786: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 16:35:29.319749: 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 +2023-08-18 16:35:29.319902: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:29.344090: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:29.344239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:29.353980: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:29.358583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:29.374441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:29.378626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:29.379556: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:29.416611: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:29.417063: 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. +2023-08-18 16:35:29.418515: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:29.426993: 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 +2023-08-18 16:35:29.427037: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:29.427069: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:29.427092: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:29.427111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:29.427130: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:29.427149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:29.427168: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:29.427186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:29.459399: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:29.460702: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:32.621385: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 16:35:32.621445: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 16:35:32.621459: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 16:35:32.662871: 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) +2023-08-18 16:35:33.785260: 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.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2999c2acf5ebc9467537f757170e97c89ee1ff4 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_0/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0/new_model_formats/bias_model_scaled diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet.params.json b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..3607d82271b3272c3371738632db53ad7e9988fd --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "47.8", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..592fda1283e089e7f472bbdea95fd59804f95574 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 34.0 +counts_sum_max_thresh 3226.0 +trainings_pts_post_thresh 168935 diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..500e7a129726e02c12b6c18dc3d4362a764adae6 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.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 +2023-08-18 15:27:50.474599: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:27:52.817571: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:27:52.821258: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 15:27:53.567621: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c3:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 15:27:53.567733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:27:53.590316: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:27:53.590424: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:27:53.600408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:27:53.605276: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:27:53.621748: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:27:53.626084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:27:53.627036: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:27:53.639276: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:27:53.639658: 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. +2023-08-18 15:27:53.640866: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:27:53.646599: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c3:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 15:27:53.646643: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:27:53.646671: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:27:53.646693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:27:53.646713: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:27:53.646733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:27:53.646752: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:27:53.646771: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:27:53.646789: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:27:53.689998: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:27:53.691311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:27:56.731930: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 15:27:56.732046: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 15:27:56.732061: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 15:27:56.739023: 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:c3:00.0, compute capability: 8.0) +2023-08-18 15:27:59.022152: 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.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..97f955bb23e28f6ef22d51edc46d5f2ada2116ba --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_0/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0/new_model_formats/chrombpnet diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..e393bcae78cf6b9444203b286400223504c7ef72 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 47.8 +filters 512 +n_dil_layers 8 +bias_model_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..966918e86b4b12c5b5acecf1174bfc5accb514d3 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_0/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..966918e86b4b12c5b5acecf1174bfc5accb514d3 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_0/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..7500ae4f286aa4b13e2f2e35805940cf0f56daa6 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.epoch_loss.csv @@ -0,0 +1,22 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,2.250396251678467,1044.597412109375,1152.165771484375,0.39654093980789185,1034.3988037109375,1053.3536376953125 +1,0.38263240456581116,1001.719970703125,1020.010498046875,0.34243983030319214,1011.0919799804688,1027.46044921875 +2,0.3440496325492859,986.113037109375,1002.5581665039062,0.3129613697528839,1018.416259765625,1033.3763427734375 +3,0.32082298398017883,978.9161376953125,994.2498168945312,0.2866852879524231,1005.2506103515625,1018.9539184570312 +4,0.29358792304992676,973.3976440429688,987.430908203125,0.2685338854789734,991.3855590820312,1004.2217407226562 +5,0.2739345133304596,968.9642333984375,982.0596313476562,0.309380441904068,994.4429321289062,1009.2318115234375 +6,0.25872325897216797,964.4598999023438,976.8264770507812,0.2457854002714157,987.7841796875,999.5330810546875 +7,0.24829283356666565,961.646728515625,973.514892578125,0.2505641579627991,989.636474609375,1001.6134033203125 +8,0.23791354894638062,958.7598876953125,970.1312866210938,0.23352104425430298,987.7774047851562,998.9396362304688 +9,0.22999988496303558,957.3301391601562,968.3252563476562,0.22544367611408234,995.7698364257812,1006.54638671875 +10,0.22397252917289734,954.5177612304688,965.22412109375,0.23778705298900604,989.2459716796875,1000.6115112304688 +11,0.2184596061706543,952.9817504882812,963.4246826171875,0.2336009293794632,989.7711791992188,1000.9376831054688 +12,0.19335368275642395,944.7588500976562,953.9998168945312,0.2295900583267212,988.3761596679688,999.3510131835938 +13,0.18392615020275116,939.9672241210938,948.757080078125,0.21367189288139343,988.1856079101562,998.39892578125 +14,0.17939521372318268,937.74609375,946.321533203125,0.220710888504982,987.4590454101562,998.0088500976562 +15,0.17216511070728302,934.8806762695312,943.1097412109375,0.21587249636650085,986.8190307617188,997.1377563476562 +16,0.16690069437026978,933.3733520507812,941.35107421875,0.22099755704402924,991.5020141601562,1002.06591796875 +17,0.16170743107795715,931.2474365234375,938.9759521484375,0.2183879166841507,987.660888671875,998.099853515625 +18,0.15663516521453857,929.7965698242188,937.2838745117188,0.2220812290906906,993.3013305664062,1003.916748046875 +19,0.14428307116031647,924.4943237304688,931.3909912109375,0.21911433339118958,994.8350219726562,1005.3082275390625 +20,0.14050060510635376,921.8485107421875,928.5650634765625,0.22217604517936707,994.2747192382812,1004.8948364257812 diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stderr.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..149c9e305aedfca267f1e315415906cce24f226a --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stderr.txt @@ -0,0 +1,332 @@ +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 +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 +2023-03-25 01:03:05.638884: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:08.438581: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 01:15:08.456703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 01:15:08.500072: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 01:15:08.500179: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:08.529006: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 01:15:08.529214: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 01:15:08.546337: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 01:15:08.555186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 01:15:08.580477: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 01:15:08.589965: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 01:15:08.591485: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 01:15:08.594137: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 01:15:08.594695: 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. +2023-03-25 01:15:08.594893: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 01:15:08.595495: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 01:15:08.595555: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:08.595592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 01:15:08.595623: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 01:15:08.595653: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 01:15:08.595685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 01:15:08.595715: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 01:15:08.595744: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 01:15:08.595774: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 01:15:08.596769: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 01:15:08.598567: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:10.812074: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 01:15:10.812180: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 01:15:10.812195: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 01:15:10.819698: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +2023-03-25 01:15:12.398775: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 01:15:12.418504: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 01:15:12.682015: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 01:15:14.121526: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 01:15:14.134253: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 01:15:54.733225: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:56.918621: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 01:15:56.919689: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 01:15:56.979677: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 01:15:56.979781: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:56.983101: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 01:15:56.983182: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 01:15:56.984785: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 01:15:56.985218: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 01:15:56.988421: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 01:15:56.989236: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 01:15:56.989658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 01:15:56.990558: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 01:15:56.990922: 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. +2023-03-25 01:15:56.991032: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 01:15:56.991494: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 01:15:56.991526: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:56.991549: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 01:15:56.991570: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 01:15:56.991589: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 01:15:56.991608: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 01:15:56.991626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 01:15:56.991645: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 01:15:56.991663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 01:15:56.992487: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 01:15:56.992537: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 01:15:57.562639: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 01:15:57.562758: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 01:15:57.562774: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 01:15:57.564185: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +2023-03-25 01:22:23.746408: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 01:22:23.747059: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 01:22:25.593793: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 01:22:25.904228: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 01:22:25.926326: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +WARNING:tensorflow:Callback method `on_train_batch_end` is slow compared to the batch time (batch time: 0.1737s vs `on_train_batch_end` time: 0.2532s). Check your callbacks. +2023-03-25 08:25:17.458250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:25:21.024411: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:25:21.025563: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 08:25:21.078476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:25:21.078573: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:25:21.081532: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:25:21.081609: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:25:21.083028: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:25:21.083396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:25:21.086295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:25:21.087066: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:25:21.087500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:25:21.088436: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:25:21.088806: 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. +2023-03-25 08:25:21.088920: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:25:21.089373: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:25:21.089405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:25:21.089432: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:25:21.089456: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:25:21.089478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:25:21.089499: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:25:21.089520: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:25:21.089540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:25:21.089561: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:25:21.090332: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:25:21.090374: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:25:21.651888: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 08:25:21.651996: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 08:25:21.652012: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 08:25:21.653474: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +2023-03-25 08:28:44.024124: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 08:28:44.028762: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 08:28:44.147355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:28:44.473391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:28:44.475888: 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. +2023-03-25 08:33:57.815699: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:34:01.001299: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:34:01.002532: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 08:34:01.056332: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:34:01.056429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:34:01.059419: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:34:01.059496: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:34:01.060949: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:34:01.061411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:34:01.064329: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:34:01.065186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:34:01.065768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:34:01.066716: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:34:01.067097: 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. +2023-03-25 08:34:01.067244: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:34:01.067942: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:34:01.067994: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:34:01.068037: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:34:01.068074: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:34:01.068109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:34:01.068143: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:34:01.068176: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:34:01.068210: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:34:01.068244: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:34:01.070299: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:34:01.070376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:34:01.628803: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 08:34:01.628915: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 08:34:01.628930: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 08:34:01.630375: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-03-25 08:35:48.327855: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 08:35:48.330967: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 08:35:48.406700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:35:48.687811: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:35:48.689638: 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. +2023-03-25 08:40:43.677038: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:40:46.860558: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:40:46.861769: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 08:40:46.915641: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:40:46.915741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:40:46.918712: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:40:46.918787: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:40:46.920243: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:40:46.920697: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:40:46.923591: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:40:46.924464: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:40:46.925013: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:40:46.925937: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:40:46.926319: 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. +2023-03-25 08:40:46.926468: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:40:46.926940: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:40:46.926970: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:40:46.927012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:40:46.927035: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:40:46.927054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:40:46.927073: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:40:46.927091: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:40:46.927109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:40:46.927127: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:40:46.927902: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:40:46.927945: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:40:47.496651: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 08:40:47.496763: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 08:40:47.496778: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 08:40:47.498228: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +2023-03-25 08:42:36.317985: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 08:42:36.320249: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 08:42:36.370408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:42:36.677410: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:42:36.679181: 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. +2023-03-25 08:44:16.584632: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:44:18.239262: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:44:18.240454: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 08:44:18.307634: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:44:18.307741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:44:18.311956: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:44:18.312084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:44:18.314113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:44:18.314533: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:44:18.317405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:44:18.318302: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:44:18.318767: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:44:18.319770: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:44:18.320167: 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. +2023-03-25 08:44:18.320290: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:44:18.320807: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:44:18.320853: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:44:18.320884: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:44:18.320910: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:44:18.320936: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:44:18.320961: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:44:18.320987: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:44:18.321012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:44:18.321037: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:44:18.321883: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:44:18.321942: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:44:18.870866: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 08:44:18.870978: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 08:44:18.870993: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 08:44:18.872425: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-03-25 08:44:36.312235: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 08:44:36.312874: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 08:44:36.582621: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:44:36.913943: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:44:36.916649: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_0//footprints’: File exists +2023-03-25 08:48:08.456191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:48:10.110407: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:48:10.111521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-03-25 08:48:10.164267: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:48:10.164378: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:48:10.167199: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:48:10.167271: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:48:10.169387: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:48:10.169873: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:48:10.174328: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:48:10.175481: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:48:10.175968: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:48:10.177136: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:48:10.177643: 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. +2023-03-25 08:48:10.177835: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-03-25 08:48:10.179202: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:05:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.74GiB deviceMemoryBandwidth: 1.03TiB/s +2023-03-25 08:48:10.179241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:48:10.179263: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:48:10.179284: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:48:10.179304: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-03-25 08:48:10.179335: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-03-25 08:48:10.179354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-03-25 08:48:10.179373: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-03-25 08:48:10.179392: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-03-25 08:48:10.180135: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-03-25 08:48:10.180182: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-03-25 08:48:10.757059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-03-25 08:48:10.757172: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-03-25 08:48:10.757188: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-03-25 08:48:10.758602: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30120 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:05:00.0, compute capability: 7.0) +2023-03-25 08:48:27.542878: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-03-25 08:48:27.543510: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500050000 Hz +2023-03-25 08:48:27.731965: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-03-25 08:48:28.077576: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-03-25 08:48:28.079542: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stdout.txt b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ae75646c1252a9bd35bde6e393875e675b41e7f --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR754LIN/logfile.modelling.fold_0.ENCSR754LIN.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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a/fold_0/model.chrombpnet.fold_0.ENCSR754LIN.tar b/fold_0/model.chrombpnet.fold_0.ENCSR754LIN.tar new file mode 100644 index 0000000000000000000000000000000000000000..ad5248a50355c989fa15560cda950e098bbfb427 --- /dev/null +++ b/fold_0/model.chrombpnet.fold_0.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b03c2a2d5060088faf0759917e7275056861271bca151dc49b253111e41f86ec +size 27607040 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR754LIN.h5 b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR754LIN.h5 new file mode 100644 index 0000000000000000000000000000000000000000..e32f1c904baebcaad532460c55c916d7b3ff7de5 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR754LIN.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0dbd5adc6e5a51be50b0749db2a0d673fec6b9fd6eba5b0581d684357768f9a6 +size 25583536 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR754LIN.tar b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR754LIN.tar new file mode 100644 index 0000000000000000000000000000000000000000..b7c050b96e166e03ab233a83b86e4d78b1585e42 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb5728d4ec4cfc5e7ffa6a472389a523fa5d068aa94ad3b1b622f7fddd3804ec +size 26081280 diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.args.json b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.args.json new file mode 100644 index 0000000000000000000000000000000000000000..6fd7484a1d5f3ca4d6757e3c282f06d89998095d --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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//ENCSR754LIN//preprocessing/bigWigs/ENCSR754LIN.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_fold_1//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.batch_loss.tsv b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..85f527adaaf4fdca8d24b7c9a752436eb4ca2417 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.batch_loss.tsv @@ -0,0 +1,48281 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.6573872566223145 1381.1485595703125 1252.531005859375 None None None +0 1 3712.6025390625 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None +0 1804 4.958662033081055 1300.021728515625 1060.0218505859375 None None None +0 1805 4.956144332885742 1299.8896484375 1060.01171875 None None None +0 1806 4.953643321990967 1299.7640380859375 1060.00732421875 None None None +0 1807 4.951136112213135 1299.6334228515625 1059.998046875 None None None +0 1808 4.94866943359375 1299.4490966796875 1059.9329833984375 None None None +0 1809 4.946163177490234 1299.3387451171875 1059.944091796875 None None None +0 1810 4.943656921386719 1299.1680908203125 1059.8946533203125 None None None +0 1811 4.94120979309082 1299.027099609375 1059.8721923828125 None None None +0 1812 4.93877649307251 1298.8858642578125 1059.8486328125 None None None +0 1813 4.936323165893555 1298.780517578125 1059.8621826171875 None None None +0 1814 4.933834552764893 1298.6175537109375 1059.819580078125 None None None +0 1815 4.931369781494141 1298.4608154296875 1059.7822265625 None None None +0 1816 4.928883075714111 1298.3367919921875 1059.778564453125 None None None +0 1817 4.926426887512207 1298.1614990234375 1059.72216796875 None None None +0 1818 4.923979759216309 1297.986572265625 1059.665771484375 None None None +0 1819 4.921557903289795 1297.9029541015625 1059.6993408203125 None None None +0 1820 4.919159412384033 1297.785400390625 1059.6978759765625 None None None +0 1821 4.916777610778809 1297.6663818359375 1059.694091796875 None None None +0 1822 4.914247512817383 1297.5155029296875 1059.6656494140625 None None None +0 1823 4.911764621734619 1297.3870849609375 1059.657470703125 None None None +0 1824 4.909331798553467 1297.267822265625 1059.6558837890625 None None None +0 1825 4.906912326812744 1297.1488037109375 1059.6539306640625 None None None +0 1826 4.9043965339660645 1297.0380859375 1059.6650390625 None None None +0 1827 4.90202522277832 1297.00732421875 1059.7490234375 None None None +0 1828 4.89973258972168 1296.9345703125 1059.787353515625 None None None +0 1829 4.897309303283691 1296.7423095703125 1059.71240234375 None None None +0 1830 4.894920825958252 1296.627197265625 1059.712890625 None None None +0 1831 4.8925275802612305 1296.486083984375 1059.6875 None None None +0 1832 4.890117168426514 1296.3448486328125 1059.6629638671875 None None None +0 1833 4.887712478637695 1296.1783447265625 1059.6129150390625 None None None +0 1834 4.88530158996582 1296.03369140625 1059.5848388671875 None None None +0 1835 4.882930278778076 1295.8699951171875 1059.5360107421875 None None None +0 1836 4.880611419677734 1295.716064453125 1059.4942626953125 None None None +0 1837 4.878200054168701 1295.5736083984375 1059.4686279296875 None None None +0 1838 4.87587308883667 1295.4521484375 1059.459716796875 None None None +0 1839 4.8734893798828125 1295.271484375 1059.39453125 None None None +0 1840 4.871181488037109 1295.16357421875 1059.3984375 None None None +0 1841 4.868728160858154 1294.9886474609375 1059.3421630859375 None None None +0 1842 4.866310119628906 1294.86474609375 1059.3353271484375 None None None +0 1843 4.863813400268555 1294.756103515625 1059.3475341796875 None None None +0 1844 4.861583232879639 1294.5694580078125 1059.2686767578125 None None None +0 1845 4.8592329025268555 1294.397705078125 1059.2108154296875 None None None +0 1846 4.856917858123779 1294.2252197265625 1059.150390625 None None None +0 1847 4.854626178741455 1294.1015625 1059.1375732421875 None None None +0 1848 4.852266311645508 1293.9033203125 1059.0535888671875 None None None +0 1849 4.849945545196533 1293.801513671875 1059.0640869140625 None None None +0 1850 4.8476080894470215 1293.6268310546875 1059.00244140625 None None None +0 1851 4.845239162445068 1293.5191650390625 1059.0096435546875 None None None +0 1852 4.8429341316223145 1293.3623046875 1058.9642333984375 None None None +0 1853 4.840516090393066 1293.2821044921875 1059.0010986328125 None None None +0 1854 4.8381428718566895 1293.113037109375 1058.9468994140625 None None None +0 1855 4.835714817047119 1292.9920654296875 1058.943603515625 None None None 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4.802707672119141 1291.060546875 1058.609619140625 None None None +0 1870 4.800388336181641 1290.9412841796875 1058.6025390625 None None None +0 1871 4.797999382019043 1290.8033447265625 1058.580322265625 None None None +0 1872 4.795643329620361 1290.6700439453125 1058.56103515625 None None None +0 1873 4.793323040008545 1290.5537109375 1058.556884765625 None None None +0 1874 4.790935039520264 1290.424560546875 1058.5433349609375 None None None +0 1875 4.788649559020996 1290.2557373046875 1058.4849853515625 None None None +0 1876 4.786340713500977 1290.138671875 1058.4798583984375 None None None +0 1877 4.783986568450928 1289.982177734375 1058.437255859375 None None None +0 1878 4.781567573547363 1289.89404296875 1058.46630859375 None None None +0 1879 4.7792863845825195 1289.813720703125 1058.496337890625 None None None +0 1880 4.777023792266846 1289.69921875 1058.4913330078125 None None None +0 1881 4.774706840515137 1289.55712890625 1058.4613037109375 None None None +0 1882 4.772399425506592 1289.463134765625 1058.47900390625 None None None +0 1883 4.770099639892578 1289.338134765625 1058.46533203125 None None None +0 1884 4.7677226066589355 1289.111572265625 1058.353759765625 None None None +0 1885 4.765432834625244 1289.0108642578125 1058.3638916015625 None None None +0 1886 4.763105869293213 1288.8817138671875 1058.347412109375 None None None +0 1887 4.760790824890137 1288.7001953125 1058.2779541015625 None None None +0 1888 4.758575439453125 1288.515625 1058.2005615234375 None None None +0 1889 4.756265640258789 1288.3834228515625 1058.1800537109375 None None None +0 1890 4.754017353057861 1288.30224609375 1058.207763671875 None None None +0 1891 4.751679420471191 1288.159423828125 1058.1781005859375 None None None +0 1892 4.7494611740112305 1288.0128173828125 1058.138916015625 None None None +0 1893 4.747130393981934 1287.939697265625 1058.1785888671875 None None None +0 1894 4.744822978973389 1287.8399658203125 1058.190673828125 None None None +0 1895 4.742589473724365 1287.6842041015625 1058.1429443359375 None None None +0 1896 4.740346431732178 1287.517822265625 1058.0850830078125 None None None +0 1897 4.738028526306152 1287.3756103515625 1058.0550537109375 None None None +0 1898 4.735806465148926 1287.2430419921875 1058.030029296875 None None None +0 1899 4.733541488647461 1287.1025390625 1057.9991455078125 None None None +0 1900 4.731272220611572 1286.95263671875 1057.9591064453125 None None None +0 1901 4.729053974151611 1286.7694091796875 1057.883056640625 None None None +0 1902 4.7269439697265625 1286.64990234375 1057.86572265625 None None None +0 1903 4.724629878997803 1286.4732666015625 1057.801025390625 None None None +0 1904 4.722285270690918 1286.390869140625 1057.832275390625 None None None +0 1905 4.720012187957764 1286.2174072265625 1057.7686767578125 None None None +0 1906 4.717700481414795 1286.1563720703125 1057.8197021484375 None None None +0 1907 4.715356349945068 1285.975341796875 1057.7520751953125 None None None +0 1908 4.713089942932129 1285.785888671875 1057.67236328125 None None None +0 1909 4.710811138153076 1285.6446533203125 1057.6412353515625 None None None +0 1910 4.7085394859313965 1285.46923828125 1057.5758056640625 None None None +0 1911 4.706259727478027 1285.3636474609375 1057.5804443359375 None None None +0 1912 4.70396614074707 1285.2325439453125 1057.560546875 None None None +0 1913 4.701717853546143 1285.1805419921875 1057.6173095703125 None None None +0 1914 4.699535369873047 1285.04345703125 1057.5859375 None None None +0 1915 4.697333812713623 1284.8875732421875 1057.53662109375 None None None +0 1916 4.695072174072266 1284.7486572265625 1057.507080078125 None None None +0 1917 4.692915439605713 1284.65869140625 1057.5216064453125 None None None +0 1918 4.690742492675781 1284.5406494140625 1057.5086669921875 None None None +0 1919 4.688621997833252 1284.4754638671875 1057.5462646484375 None None None +0 1920 4.686384201049805 1284.396728515625 1057.5758056640625 None None None +0 1921 4.684192180633545 1284.2962646484375 1057.58154296875 None None None +0 1922 4.682066440582275 1284.197998046875 1057.586181640625 None None None +0 1923 4.679897785186768 1284.048095703125 1057.5411376953125 None None None +0 1924 4.67766809463501 1283.944580078125 1057.545654296875 None None None +0 1925 4.67551326751709 1283.863037109375 1057.5684814453125 None None None +0 1926 4.6733012199401855 1283.6981201171875 1057.510498046875 None None None +0 1927 4.671080112457275 1283.5625 1057.482421875 None None None +0 1928 4.668909549713135 1283.4007568359375 1057.42578125 None None None +0 1929 4.666633605957031 1283.25537109375 1057.3905029296875 None None None +0 1930 4.664401531219482 1283.17822265625 1057.4212646484375 None None None +0 1931 4.662194728851318 1283.049072265625 1057.39892578125 None None None +0 1932 4.6600446701049805 1282.8428955078125 1057.296875 None None None +0 1933 4.657894134521484 1282.7010498046875 1057.2591552734375 None None None 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None None None +0 1947 4.627464294433594 1281.0447998046875 1057.07568359375 None None None +0 1948 4.625277519226074 1280.916015625 1057.052734375 None None None +0 1949 4.623122215270996 1280.8665771484375 1057.1075439453125 None None None +0 1950 4.621016025543213 1280.741943359375 1057.0849609375 None None None +0 1951 4.618939399719238 1280.6409912109375 1057.08447265625 None None None +0 1952 4.616847038269043 1280.4844970703125 1057.029296875 None None None +0 1953 4.614646911621094 1280.387939453125 1057.039306640625 None None None +0 1954 4.612514972686768 1280.2283935546875 1056.98291015625 None None None +0 1955 4.610346794128418 1280.0953369140625 1056.954833984375 None None None +0 1956 4.60817813873291 1279.927001953125 1056.891357421875 None None None +0 1957 4.605963230133057 1279.8076171875 1056.8792724609375 None None None +0 1958 4.603809833526611 1279.67578125 1056.851806640625 None None None +0 1959 4.601669788360596 1279.572998046875 1056.8525390625 None None None 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4.572011470794678 1277.9066162109375 1056.62158203125 None None None +0 1974 4.570038318634033 1277.7540283203125 1056.564453125 None None None +0 1975 4.56787633895874 1277.627197265625 1056.5423583984375 None None None +0 1976 4.565677165985107 1277.50244140625 1056.52392578125 None None None +0 1977 4.563514232635498 1277.382568359375 1056.5087890625 None None None +0 1978 4.561379909515381 1277.3216552734375 1056.5511474609375 None None None +0 1979 4.559315204620361 1277.120361328125 1056.44970703125 None None None +0 1980 4.557308197021484 1276.9442138671875 1056.3707275390625 None None None +0 1981 4.55518913269043 1276.87744140625 1056.4063720703125 None None None +0 1982 4.5531158447265625 1276.7723388671875 1056.40185546875 None None None +0 1983 4.550973415374756 1276.6512451171875 1056.38427734375 None None None +0 1984 4.548940658569336 1276.53955078125 1056.3709716796875 None None None +0 1985 4.5468220710754395 1276.4029541015625 1056.3369140625 None None None +0 1986 4.54477071762085 1276.28857421875 1056.3218994140625 None None None +0 1987 4.542666912078857 1276.115966796875 1056.2510986328125 None None None +0 1988 4.540579795837402 1276.0032958984375 1056.239501953125 None None None +0 1989 4.538516521453857 1275.8212890625 1056.1573486328125 None None None +0 1990 4.536391258239746 1275.6676025390625 1056.1065673828125 None None None +0 1991 4.534261226654053 1275.522216796875 1056.064208984375 None None None +0 1992 4.532193660736084 1275.453369140625 1056.0953369140625 None None None +0 1993 4.530132293701172 1275.33642578125 1056.078125 None None None +0 1994 4.528034210205078 1275.2669677734375 1056.1102294921875 None None None +0 1995 4.525923728942871 1275.129638671875 1056.074951171875 None None None +0 1996 4.523831367492676 1274.9775390625 1056.024169921875 None None None +0 1997 4.5218281745910645 1274.88134765625 1056.02490234375 None None None +0 1998 4.519833087921143 1274.720703125 1055.960693359375 None None None +0 1999 4.517820835113525 1274.6104736328125 1055.947998046875 None None None +0 2000 4.515758991241455 1274.4957275390625 1055.932861328125 None None None +0 2001 4.513726711273193 1274.3643798828125 1055.89990234375 None None None +0 2002 4.511685371398926 1274.278564453125 1055.912841796875 None None None +0 2003 4.509652614593506 1274.169189453125 1055.90185546875 None None None +0 2004 4.507688522338867 1274.0704345703125 1055.898193359375 None None None +0 2005 4.505680084228516 1273.95703125 1055.882080078125 None None None +0 2006 4.50358772277832 1273.817138671875 1055.8433837890625 None None None +0 2007 4.501547813415527 1273.7691650390625 1055.8941650390625 None None None +0 2008 4.499457836151123 1273.607177734375 1055.833251953125 None None None +0 2009 4.497361660003662 1273.53125 1055.8587646484375 None None None +0 2010 4.495387077331543 1273.446044921875 1055.869140625 None None None +0 2011 4.493298530578613 1273.3746337890625 1055.8988037109375 None None None +0 2012 4.491240501403809 1273.2828369140625 1055.9066162109375 None None None +0 2013 4.489231586456299 1273.1671142578125 1055.8880615234375 None None None +0 2014 4.48729133605957 1273.13427734375 1055.94921875 None None None +0 2015 4.485318183898926 1273.0557861328125 1055.96630859375 None None None +0 2016 4.483291149139404 1272.9410400390625 1055.94970703125 None None None +0 2017 4.481232166290283 1272.8460693359375 1055.9542236328125 None None None +0 2018 4.479223251342773 1272.7374267578125 1055.94287109375 None None None +0 2019 4.477296352386475 1272.565673828125 1055.8642578125 None None None +0 2020 4.4752631187438965 1272.4642333984375 1055.8612060546875 None None None +0 2021 4.473353385925293 1272.3399658203125 1055.8294677734375 None None None +0 2022 4.471306800842285 1272.270263671875 1055.8587646484375 None None None +0 2023 4.469305038452148 1272.1712646484375 1055.856689453125 None None None +0 2024 4.467278480529785 1272.0679931640625 1055.851318359375 None None None 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0.34577667713165283 1006.4644165039062 989.7281494140625 None None None +2 1834 0.34586232900619507 1006.4690551757812 989.7286376953125 None None None +2 1835 0.34589317440986633 1006.4375610351562 989.6956176757812 None None None +2 1836 0.34589818120002747 1006.4476928710938 989.7054443359375 None None None +2 1837 0.3459687829017639 1006.473876953125 989.7282104492188 None None None +2 1838 0.34610235691070557 1006.4542846679688 989.7021484375 None None None +2 1839 0.3461042046546936 1006.4494018554688 989.6971435546875 None None None +2 1840 0.34608927369117737 1006.5071411132812 989.7555541992188 None None None +2 1841 0.34613433480262756 1006.5081176757812 989.75439453125 None None None +2 1842 0.34615498781204224 1006.4891357421875 989.7344970703125 None None None +2 1843 0.34613940119743347 1006.4837036132812 989.7297973632812 None None None +2 1844 0.3461478650569916 1006.4435424804688 989.689208984375 None None None +2 1845 0.34615540504455566 1006.4595947265625 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0.34582042694091797 1006.2678833007812 989.5296020507812 None None None +2 1872 0.3458240032196045 1006.1891479492188 989.4506225585938 None None None +2 1873 0.34585171937942505 1006.1973876953125 989.45751953125 None None None +2 1874 0.3458252251148224 1006.1259155273438 989.3873291015625 None None None +2 1875 0.3458389639854431 1006.1729125976562 989.4336547851562 None None None +2 1876 0.34576067328453064 1006.1121215820312 989.3766479492188 None None None +2 1877 0.34576883912086487 1006.1126098632812 989.376708984375 None None None +2 1878 0.345683217048645 1006.0475463867188 989.3157958984375 None None None +2 1879 0.3456588387489319 1006.0094604492188 989.2788696289062 None None None +2 1880 0.3456072211265564 1006.0125122070312 989.284423828125 None None None +2 1881 0.3456248342990875 1006.0059814453125 989.2770385742188 None None None +2 1882 0.3455449640750885 1005.9987182617188 989.2736206054688 None None None +2 1883 0.34553903341293335 1005.9898681640625 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989.3704223632812 None None None +2 1909 0.34563136100769043 1006.0938110351562 989.3643798828125 None None None +2 1910 0.34561803936958313 1006.1360473632812 989.4072875976562 None None None +2 1911 0.34560802578926086 1006.153564453125 989.4253540039062 None None None +2 1912 0.3455779254436493 1006.1473999023438 989.4205932617188 None None None +2 1913 0.34556370973587036 1006.1298217773438 989.4037475585938 None None None +2 1914 0.34560534358024597 1006.1109008789062 989.3827514648438 None None None +2 1915 0.34558945894241333 1006.1110229492188 989.3836669921875 None None None +2 1916 0.34553685784339905 1006.0655517578125 989.3406982421875 None None None +2 1917 0.3455529808998108 1006.09619140625 989.3705444335938 None None None +2 1918 0.34548988938331604 1006.1112670898438 989.388671875 None None None +2 1919 0.34547245502471924 1006.0281982421875 989.3065185546875 None None None +2 1920 0.34541580080986023 1006.0087890625 989.2899169921875 None None None +2 1921 0.34540626406669617 1006.03271484375 989.3143310546875 None None None +2 1922 0.34538397192955017 1006.047119140625 989.329833984375 None None None +2 1923 0.34533390402793884 1006.0271606445312 989.312255859375 None None None +2 1924 0.3453626334667206 1006.0198974609375 989.3035888671875 None None None +2 1925 0.3453037142753601 1006.003662109375 989.2901611328125 None None None +2 1926 0.34530770778656006 1006.0427856445312 989.3292236328125 None None None +2 1927 0.34534040093421936 1006.05810546875 989.3428955078125 None None None +2 1928 0.34523409605026245 1006.089599609375 989.3795776367188 None None None +2 1929 0.3451627194881439 1006.0476684570312 989.3411254882812 None None None +2 1930 0.3451298475265503 1006.0681762695312 989.3632202148438 None None None +2 1931 0.3451063334941864 1006.050537109375 989.3467407226562 None None None +2 1932 0.34512439370155334 1006.0217895507812 989.3170776367188 None None None +2 1933 0.3451054096221924 1006.0078125 989.3040161132812 None None None +2 1934 0.3451085686683655 1006.0232543945312 989.3193359375 None None None +2 1935 0.3450510501861572 1006.056884765625 989.355712890625 None None None +2 1936 0.34506794810295105 1006.0432739257812 989.34130859375 None None None +2 1937 0.34501251578330994 1006.02880859375 989.3295288085938 None None None +2 1938 0.34505483508110046 1006.1116943359375 989.410400390625 None None None +2 1939 0.34503060579299927 1006.1717529296875 989.4715576171875 None None None +2 1940 0.3449917435646057 1006.2000732421875 989.5018310546875 None None None +2 1941 0.3449614942073822 1006.2019653320312 989.505126953125 None None None +2 1942 0.3449477255344391 1006.1651611328125 989.468994140625 None None None +2 1943 0.34495699405670166 1006.1517333984375 989.4551391601562 None None None +2 1944 0.34490662813186646 1006.1226806640625 989.428466796875 None None None +2 1945 0.3448847830295563 1006.1502685546875 989.4570922851562 None None None +2 1946 0.3448657989501953 1006.1363525390625 989.4441528320312 None None None +2 1947 0.34485432505607605 1006.1115112304688 989.4198608398438 None None None +2 1948 0.34480202198028564 1006.1124877929688 989.42333984375 None None None +2 1949 0.3447810411453247 1006.1380615234375 989.449951171875 None None None +2 1950 0.3447578549385071 1006.173828125 989.48681640625 None None None +2 1951 0.3447130620479584 1006.1781005859375 989.4932861328125 None None None +2 1952 0.3446868658065796 1006.159912109375 989.4763793945312 None None None +2 1953 0.34465909004211426 1006.1572875976562 989.4751586914062 None None None +2 1954 0.34463581442832947 1006.1009521484375 989.4199829101562 None None None +2 1955 0.3446360230445862 1006.1500244140625 989.4691162109375 None None None +2 1956 0.3445848822593689 1006.2011108398438 989.5227661132812 None None None +2 1957 0.3445552885532379 1006.2114868164062 989.5345458984375 None None None +2 1958 0.34460946917533875 1006.2276611328125 989.548095703125 None None None +2 1959 0.3445471227169037 1006.1978759765625 989.5213623046875 None None None +2 1960 0.344490110874176 1006.202880859375 989.5291137695312 None None None +2 1961 0.3444456458091736 1006.2091064453125 989.5374755859375 None None None +2 1962 0.34449630975723267 1006.1991577148438 989.5250854492188 None None None +2 1963 0.344547837972641 1006.1665649414062 989.4899291992188 None None None +2 1964 0.34457603096961975 1006.1077880859375 989.4297485351562 None None None +2 1965 0.3446573317050934 1006.1280517578125 989.4461059570312 None None None +2 1966 0.3446604609489441 1006.1233520507812 989.4412231445312 None None None +2 1967 0.34462428092956543 1006.083251953125 989.4028930664062 None None None +2 1968 0.3446192443370819 1006.05224609375 989.3721313476562 None None None +2 1969 0.3445999324321747 1006.047607421875 989.368408203125 None None None +2 1970 0.34455570578575134 1006.0317993164062 989.3546752929688 None None None +2 1971 0.34452706575393677 1005.9954223632812 989.3197631835938 None None None +2 1972 0.34449583292007446 1006.0361938476562 989.362060546875 None None None +2 1973 0.34443196654319763 1006.0917358398438 989.4207153320312 None None None +2 1974 0.34443801641464233 1006.1317749023438 989.46044921875 None None None +2 1975 0.3445441722869873 1006.1932373046875 989.5167846679688 None None None +2 1976 0.34450048208236694 1006.1972045898438 989.5228271484375 None None None +2 1977 0.34455546736717224 1006.2000732421875 989.5230102539062 None None None +2 1978 0.34451717138290405 1006.2244262695312 989.5491943359375 None None None +2 1979 0.34451350569725037 1006.2030639648438 989.528076171875 None None None +2 1980 0.3445570766925812 1006.2217407226562 989.544677734375 None None None +2 1981 0.3445498049259186 1006.2098999023438 989.533203125 None None None +2 1982 0.3445679843425751 1006.269287109375 989.5917358398438 None None None +2 1983 0.3445657789707184 1006.2453002929688 989.5678100585938 None None None +2 1984 0.3445671498775482 1006.224853515625 989.54736328125 None None None +2 1985 0.3445303738117218 1006.2285766601562 989.5528564453125 None None None +2 1986 0.34452056884765625 1006.1891479492188 989.513916015625 None None None +2 1987 0.34451940655708313 1006.1414794921875 989.4662475585938 None None None +2 1988 0.34478411078453064 1006.1351928710938 989.4471435546875 None None None +2 1989 0.34480950236320496 1006.1351318359375 989.44580078125 None None None +2 1990 0.3447912037372589 1006.1512451171875 989.4628295898438 None None None +2 1991 0.3447189927101135 1006.1546020507812 989.4697265625 None None None +2 1992 0.34489166736602783 1006.1257934570312 989.4325561523438 None None None +2 1993 0.34497031569480896 1006.1266479492188 989.4295654296875 None None None +2 1994 0.3449934124946594 1006.0965576171875 989.3983154296875 None None None +2 1995 0.3450314998626709 1006.1171875 989.4171142578125 None None None +2 1996 0.345071405172348 1006.1376342773438 989.4356079101562 None None None +2 1997 0.34505751729011536 1006.073974609375 989.37255859375 None None None +2 1998 0.34505289793014526 1006.0953369140625 989.3942260742188 None None None +2 1999 0.3450789153575897 1006.081298828125 989.3788452148438 None None None +2 2000 0.34508374333381653 1006.1402587890625 989.4375610351562 None None None +2 2001 0.3451082706451416 1006.1466674804688 989.4427490234375 None None None +2 2002 0.34511423110961914 1006.1062622070312 989.4020385742188 None None None +2 2003 0.3451178967952728 1006.113525390625 989.4090576171875 None None None +2 2004 0.3451198637485504 1006.1005859375 989.39599609375 None None None +2 2005 0.3451484143733978 1006.1304931640625 989.424560546875 None None None +2 2006 0.34513619542121887 1006.100341796875 989.39501953125 None None None +2 2007 0.3451567590236664 1006.0612182617188 989.3548583984375 None None None +2 2008 0.3451366126537323 1006.1361694335938 989.4307861328125 None None None +2 2009 0.3451261520385742 1006.1881103515625 989.4832763671875 None None None +2 2010 0.3451271057128906 1006.1947021484375 989.4898071289062 None None None +2 2011 0.3451967239379883 1006.1503295898438 989.4420776367188 None None None +2 2012 0.34515926241874695 1006.1569213867188 989.4505004882812 None None None +2 2013 0.34512731432914734 1006.1004028320312 989.3955688476562 None None None +2 2014 0.3451898992061615 1006.1295776367188 989.4216918945312 None None None +2 2015 0.3451915383338928 1006.0872802734375 989.3793334960938 None None None +2 2016 0.3451831340789795 1006.1400146484375 989.4324340820312 None None None +2 2017 0.34517988562583923 1006.1721801757812 989.46484375 None None None +2 2018 0.3452903628349304 1006.2227783203125 989.510009765625 None None None +2 2019 0.3453090786933899 1006.2078247070312 989.494140625 None None None +2 2020 0.3453679084777832 1006.1803588867188 989.4638671875 None None None +2 2021 0.3455115258693695 1006.2383422851562 989.514892578125 None None None +2 2022 0.34551236033439636 1006.2154541015625 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0.28242814540863037 984.7711791992188 971.1016235351562 None None None +5 1859 0.28241074085235596 984.7775268554688 971.10888671875 None None None +5 1860 0.28239163756370544 984.748291015625 971.08056640625 None None None +5 1861 0.2823977470397949 984.7777709960938 971.1097412109375 None None None +5 1862 0.28236785531044006 984.7943725585938 971.1277465820312 None None None +5 1863 0.2823438346385956 984.8069458007812 971.1415405273438 None None None +5 1864 0.28230762481689453 984.7809448242188 971.1172485351562 None None None +5 1865 0.2823745012283325 984.779296875 971.1123046875 None None None +5 1866 0.2823618948459625 984.7678833007812 971.1015014648438 None None None +5 1867 0.28236961364746094 984.7730102539062 971.1062622070312 None None None +5 1868 0.2823500335216522 984.7904052734375 971.1245727539062 None None None +5 1869 0.28234681487083435 984.792724609375 971.1270141601562 None None None +5 1870 0.28236931562423706 984.79736328125 971.1305541992188 None None None 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None +5 1884 0.2824224829673767 984.8768920898438 971.2075805664062 None None None +5 1885 0.28241854906082153 984.84912109375 971.179931640625 None None None +5 1886 0.2823910117149353 984.8745727539062 971.2066650390625 None None None +5 1887 0.28239157795906067 984.872314453125 971.2044677734375 None None None +5 1888 0.28247809410095215 984.84375 971.1716918945312 None None None +5 1889 0.28248098492622375 984.8448486328125 971.1726684570312 None None None +5 1890 0.28253230452537537 984.8482666015625 971.173583984375 None None None +5 1891 0.28250306844711304 984.8511352539062 971.1778564453125 None None None +5 1892 0.28248947858810425 984.8300170898438 971.1574096679688 None None None +5 1893 0.2824339270591736 984.8356323242188 971.1657104492188 None None None +5 1894 0.2824023365974426 984.9031372070312 971.2347412109375 None None None +5 1895 0.28241053223609924 984.917724609375 971.2489624023438 None None None +5 1896 0.2823878228664398 984.8788452148438 971.211181640625 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971.3933715820312 None None None +5 1910 0.282309353351593 985.063720703125 971.39990234375 None None None +5 1911 0.2823416590690613 985.0361938476562 971.370849609375 None None None +5 1912 0.2823326885700226 985.006103515625 971.3411865234375 None None None +5 1913 0.2823072075843811 985.0006103515625 971.3369750976562 None None None +5 1914 0.2823083698749542 984.9915771484375 971.3278198242188 None None None +5 1915 0.28232043981552124 984.9559936523438 971.2915649414062 None None None +5 1916 0.2822672128677368 984.9706420898438 971.308837890625 None None None +5 1917 0.2822515666484833 984.9775390625 971.3165283203125 None None None +5 1918 0.2822311818599701 984.940185546875 971.2801513671875 None None None +5 1919 0.2822262942790985 984.9317626953125 971.27197265625 None None None +5 1920 0.28218308091163635 984.9033813476562 971.2456665039062 None None None +5 1921 0.28216278553009033 984.930908203125 971.2741088867188 None None None +5 1922 0.28220146894454956 984.9931030273438 971.3344116210938 None None None +5 1923 0.2822287678718567 985.0618286132812 971.4017944335938 None None None +5 1924 0.2822153568267822 985.0529174804688 971.3936157226562 None None None +5 1925 0.2822694182395935 985.0364379882812 971.3744506835938 None None None +5 1926 0.282247930765152 985.0756225585938 971.4146118164062 None None None +5 1927 0.28220126032829285 985.0319213867188 971.3731079101562 None None None +5 1928 0.2821808159351349 985.0357055664062 971.3779296875 None None None +5 1929 0.28220415115356445 985.061279296875 971.40234375 None None None +5 1930 0.28220081329345703 984.9974975585938 971.3387451171875 None None None +5 1931 0.282169908285141 985.0161743164062 971.3588256835938 None None None +5 1932 0.2821292281150818 985.0225830078125 971.3672485351562 None None None +5 1933 0.2821020483970642 985.0288696289062 971.3748779296875 None None None +5 1934 0.2821086645126343 984.996337890625 971.3419799804688 None None None +5 1935 0.28205880522727966 984.978759765625 971.3267822265625 None None None +5 1936 0.2820591330528259 984.9760131835938 971.3240966796875 None None None +5 1937 0.2820444703102112 985.0118408203125 971.3605346679688 None None None +5 1938 0.28206518292427063 985.0244750976562 971.3721923828125 None None None +5 1939 0.2820287048816681 985.02490234375 971.3743896484375 None None None +5 1940 0.28205248713493347 984.9590454101562 971.307373046875 None None None +5 1941 0.28207215666770935 984.940673828125 971.2880249023438 None None None +5 1942 0.28216397762298584 984.9491577148438 971.2919921875 None None None +5 1943 0.2821897268295288 984.9036254882812 971.2451782226562 None None None +5 1944 0.2821882665157318 984.8900756835938 971.2317504882812 None None None +5 1945 0.2821568548679352 984.8944702148438 971.2376708984375 None None None +5 1946 0.28213492035865784 984.88916015625 971.2335205078125 None None None +5 1947 0.28208160400390625 984.9169311523438 971.2637939453125 None None None +5 1948 0.28204259276390076 984.9270629882812 971.27587890625 None None None +5 1949 0.282008558511734 984.8786010742188 971.22900390625 None None None +5 1950 0.282010555267334 984.8807983398438 971.2310791015625 None None None +5 1951 0.2819998562335968 984.8549194335938 971.2057495117188 None None None +5 1952 0.2820214629173279 984.8886108398438 971.2383422851562 None None None +5 1953 0.2820039689540863 984.9339599609375 971.2844848632812 None None None +5 1954 0.28197285532951355 984.9677734375 971.31982421875 None None None +5 1955 0.2819312810897827 984.9769287109375 971.3309936523438 None None None +5 1956 0.2819008529186249 984.9595336914062 971.3151245117188 None None None +5 1957 0.2818709909915924 984.9544067382812 971.3114624023438 None None None +5 1958 0.2818658649921417 984.9733276367188 971.3306274414062 None None None +5 1959 0.2818566858768463 984.94287109375 971.3006591796875 None None None +5 1960 0.2818186581134796 984.9810180664062 971.3406372070312 None None None +5 1961 0.2818545699119568 985.0247192382812 971.3825073242188 None None None +5 1962 0.28191930055618286 984.9935913085938 971.3483276367188 None None None +5 1963 0.2819121181964874 984.9763793945312 971.3314208984375 None None None +5 1964 0.2818886637687683 984.9998168945312 971.3558959960938 None None None +5 1965 0.28191789984703064 984.9494018554688 971.3041381835938 None None None +5 1966 0.2819259464740753 984.9638671875 971.3182373046875 None None None +5 1967 0.28190308809280396 984.915771484375 971.271240234375 None None None +5 1968 0.2818945050239563 984.91796875 971.2738647460938 None None None +5 1969 0.2818966805934906 984.9352416992188 971.2910766601562 None None None +5 1970 0.28192147612571716 984.8707275390625 971.2254028320312 None None None +5 1971 0.28193700313568115 984.8570556640625 971.2109375 None None None +5 1972 0.2819236218929291 984.84814453125 971.2026977539062 None None None +5 1973 0.2819426953792572 984.8695678710938 971.22314453125 None 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971.1842651367188 None None None +5 1987 0.2819085121154785 984.8123779296875 971.167724609375 None None None +5 1988 0.2818835973739624 984.7879638671875 971.14453125 None None None +5 1989 0.28186482191085815 984.77587890625 971.13330078125 None None None +5 1990 0.28184035420417786 984.7691040039062 971.127685546875 None None None +5 1991 0.28190213441848755 984.6895751953125 971.0452880859375 None None None +5 1992 0.2818639576435089 984.6688232421875 971.0263671875 None None None +5 1993 0.2818435728549957 984.6489868164062 971.007568359375 None None None +5 1994 0.2818393111228943 984.6177978515625 970.9765014648438 None None None +5 1995 0.2818411886692047 984.5763549804688 970.93505859375 None None None +5 1996 0.28181976079940796 984.5789794921875 970.938720703125 None None None +5 1997 0.2817836403846741 984.5534057617188 970.9149169921875 None None None +5 1998 0.281759649515152 984.5136108398438 970.8762817382812 None None None +5 1999 0.28174614906311035 984.493408203125 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973.22998046875 961.00830078125 None None None +7 1882 0.2524975538253784 973.2715454101562 961.0512084960938 None None None +7 1883 0.2524913549423218 973.2410278320312 961.0209350585938 None None None +7 1884 0.2524689733982086 973.2724609375 961.0535278320312 None None None +7 1885 0.25247934460639954 973.27734375 961.0579223632812 None None None +7 1886 0.2524885833263397 973.2655639648438 961.0457153320312 None None None +7 1887 0.25245532393455505 973.2507934570312 961.0325317382812 None None None +7 1888 0.2524597644805908 973.2337036132812 961.0151977539062 None None None +7 1889 0.25241899490356445 973.2882080078125 961.0717163085938 None None None +7 1890 0.25237399339675903 973.273681640625 961.059326171875 None None None +7 1891 0.2523684501647949 973.2945556640625 961.0804443359375 None None None +7 1892 0.25238367915153503 973.2935791015625 961.0787353515625 None None None +7 1893 0.2523885667324066 973.2670288085938 961.0519409179688 None None None +7 1894 0.2523382604122162 973.3178100585938 961.1051635742188 None None None +7 1895 0.25237494707107544 973.2535400390625 961.0391235351562 None None None +7 1896 0.2523983120918274 973.232421875 961.016845703125 None None None +7 1897 0.25234177708625793 973.2730712890625 961.0601806640625 None None None +7 1898 0.2523631751537323 973.3088989257812 961.0950317382812 None None None +7 1899 0.25235623121261597 973.3535766601562 961.1400146484375 None None None +7 1900 0.252323716878891 973.3511352539062 961.1392211914062 None None None +7 1901 0.252379834651947 973.3297119140625 961.1150512695312 None None None +7 1902 0.2523837387561798 973.34423828125 961.12939453125 None None None +7 1903 0.2523779571056366 973.380615234375 961.1660766601562 None None None +7 1904 0.252362459897995 973.3782348632812 961.1644897460938 None None None +7 1905 0.2523691654205322 973.3544311523438 961.1403198242188 None None None +7 1906 0.25238633155822754 973.3789672851562 961.1640625 None None None +7 1907 0.25239676237106323 973.359375 961.1439208984375 None None None +7 1908 0.25236138701438904 973.3719482421875 961.158203125 None None None +7 1909 0.25233426690101624 973.3673095703125 961.1548461914062 None None None +7 1910 0.25236648321151733 973.4205932617188 961.2066040039062 None None None +7 1911 0.2523738145828247 973.4157104492188 961.2013549804688 None None None +7 1912 0.25237855315208435 973.4724731445312 961.2578735351562 None None None +7 1913 0.2524072527885437 973.4710083007812 961.2550659179688 None None None +7 1914 0.25236955285072327 973.4656372070312 961.25146484375 None None None +7 1915 0.25234875082969666 973.4446411132812 961.2315063476562 None None None +7 1916 0.2523272633552551 973.42578125 961.2136840820312 None None None +7 1917 0.25232774019241333 973.42431640625 961.2122192382812 None None None +7 1918 0.25236237049102783 973.3711547851562 961.1573486328125 None None None +7 1919 0.2523200809955597 973.3916015625 961.1798706054688 None None None +7 1920 0.25226759910583496 973.3922119140625 961.1830444335938 None None None +7 1921 0.2522468864917755 973.4287109375 961.2205810546875 None None None +7 1922 0.25223469734191895 973.4468994140625 961.2393188476562 None None None +7 1923 0.25224459171295166 973.4658203125 961.2577514648438 None None None +7 1924 0.2521953284740448 973.4642333984375 961.258544921875 None None None +7 1925 0.2521899938583374 973.5043334960938 961.2988891601562 None None None +7 1926 0.2521938979625702 973.4529418945312 961.2472534179688 None None None +7 1927 0.2522229850292206 973.39111328125 961.18408203125 None None None +7 1928 0.25225815176963806 973.3511352539062 961.142333984375 None None None +7 1929 0.2522992491722107 973.3282470703125 961.1175537109375 None None None +7 1930 0.25230976939201355 973.3659057617188 961.1546630859375 None None None +7 1931 0.2523268163204193 973.3641967773438 961.152099609375 None None None +7 1932 0.2523266673088074 973.3607177734375 961.148681640625 None None None +7 1933 0.2523086667060852 973.3591918945312 961.1480102539062 None None None +7 1934 0.2523175776004791 973.4141235351562 961.2025146484375 None None None +7 1935 0.25229939818382263 973.3981323242188 961.1873779296875 None None None +7 1936 0.2522909343242645 973.3980102539062 961.187744140625 None None None +7 1937 0.25226640701293945 973.3902587890625 961.18115234375 None None None +7 1938 0.2522667944431305 973.3609619140625 961.1517944335938 None None None +7 1939 0.2522544860839844 973.3622436523438 961.1536254882812 None None None +7 1940 0.25225648283958435 973.349853515625 961.1411743164062 None None None +7 1941 0.25225257873535156 973.3931274414062 961.1846313476562 None None None +7 1942 0.2522660195827484 973.3220825195312 961.1128540039062 None None None +7 1943 0.2522539794445038 973.3168334960938 961.1082763671875 None None None +7 1944 0.2522841691970825 973.2572631835938 961.0471801757812 None None None +7 1945 0.2523026168346405 973.270751953125 961.0597534179688 None None None +7 1946 0.2523708641529083 973.2740478515625 961.059814453125 None None None +7 1947 0.25236573815345764 973.2562255859375 961.0421752929688 None None None +7 1948 0.2523370087146759 973.243896484375 961.03125 None None None +7 1949 0.25233009457588196 973.2391357421875 961.0267944335938 None None None +7 1950 0.25229689478874207 973.2547607421875 961.0440673828125 None None None +7 1951 0.25230100750923157 973.2702026367188 961.059326171875 None None None +7 1952 0.25224006175994873 973.3080444335938 961.10009765625 None None None +7 1953 0.25237083435058594 973.2728271484375 961.0585327148438 None None None +7 1954 0.2524054944515228 973.3040161132812 961.0880737304688 None None None +7 1955 0.25239112973213196 973.3675537109375 961.1522827148438 None None None +7 1956 0.252405047416687 973.3567504882812 961.1408081054688 None None None +7 1957 0.25243788957595825 973.3768920898438 961.1593627929688 None None None +7 1958 0.25246626138687134 973.3489379882812 961.1299438476562 None None None +7 1959 0.25245052576065063 973.321533203125 961.103271484375 None None None +7 1960 0.2524402439594269 973.354248046875 961.1365356445312 None None None +7 1961 0.25243109464645386 973.3580932617188 961.1408081054688 None None None +7 1962 0.2524052858352661 973.3385620117188 961.1224975585938 None None None +7 1963 0.25238391757011414 973.2742309570312 961.0592041015625 None None None +7 1964 0.25239232182502747 973.2504272460938 961.034912109375 None None None +7 1965 0.2523570656776428 973.2677612304688 961.0540161132812 None None None +7 1966 0.2523728311061859 973.2471313476562 961.0325317382812 None None None +7 1967 0.25234541296958923 973.2626342773438 961.0493774414062 None None None +7 1968 0.25230053067207336 973.2376708984375 961.0265502929688 None None None +7 1969 0.2522546052932739 973.2526245117188 961.043701171875 None None None +7 1970 0.25225892663002014 973.2369995117188 961.02783203125 None None None +7 1971 0.25224024057388306 973.2568969726562 961.0487060546875 None None None +7 1972 0.25223636627197266 973.3020629882812 961.0940551757812 None None None +7 1973 0.25224971771240234 973.2967529296875 961.0880737304688 None None None +7 1974 0.25226113200187683 973.3073120117188 961.0980224609375 None None None +7 1975 0.2522331774234772 973.3212890625 961.1134033203125 None None None +7 1976 0.2522102892398834 973.3920288085938 961.1852416992188 None None None +7 1977 0.2521721422672272 973.442138671875 961.2371826171875 None None None +7 1978 0.25215771794319153 973.4428100585938 961.2385864257812 None None None +7 1979 0.2522079348564148 973.4116821289062 961.205078125 None None None +7 1980 0.2521875500679016 973.3856201171875 961.1800537109375 None None None +7 1981 0.2521997392177582 973.4028930664062 961.1966552734375 None None None +7 1982 0.2522105276584625 973.3688354492188 961.162109375 None None None +7 1983 0.25220751762390137 973.394775390625 961.188232421875 None None None +7 1984 0.2521760165691376 973.4415283203125 961.2365112304688 None None None +7 1985 0.2521858215332031 973.4092407226562 961.2037353515625 None None None +7 1986 0.2521756887435913 973.4771728515625 961.272216796875 None None None +7 1987 0.25219863653182983 973.4236450195312 961.2175903320312 None None None +7 1988 0.25224658846855164 973.4466552734375 961.23828125 None None None +7 1989 0.25225499272346497 973.4425659179688 961.2337646484375 None None None +7 1990 0.25224220752716064 973.428955078125 961.2207641601562 None None None +7 1991 0.25221937894821167 973.42822265625 961.22119140625 None None None +7 1992 0.25225749611854553 973.39404296875 961.1851806640625 None None None +7 1993 0.2522357404232025 973.3744506835938 961.1666259765625 None None None +7 1994 0.2522289454936981 973.40380859375 961.1962280273438 None None None +7 1995 0.2522761821746826 973.3639526367188 961.1541137695312 None None None +7 1996 0.25224417448043823 973.2975463867188 961.0892944335938 None None None +7 1997 0.25223487615585327 973.22802734375 961.0201416015625 None None None +7 1998 0.25220292806625366 973.22412109375 961.017822265625 None None None +7 1999 0.25226151943206787 973.2396240234375 961.0304565429688 None None None +7 2000 0.2522721588611603 973.2691650390625 961.0595092773438 None None None +7 2001 0.2522430419921875 973.3218994140625 961.1135864257812 None None None +7 2002 0.25222983956336975 973.3522338867188 961.1445922851562 None None None +7 2003 0.252170205116272 973.3591918945312 961.1543579101562 None None None +7 2004 0.25219282507896423 973.3767700195312 961.1708374023438 None None None +7 2005 0.25218597054481506 973.4295654296875 961.2239990234375 None None None +7 2006 0.252157062292099 973.450927734375 961.2467651367188 None None None +7 2007 0.25214624404907227 973.4053955078125 961.2017211914062 None None None +7 2008 0.2521313428878784 973.391845703125 961.1889038085938 None None None +7 2009 0.25214284658432007 973.3421020507812 961.1386108398438 None None None +7 2010 0.2521202564239502 973.3622436523438 961.1597900390625 None None None +7 2011 0.2521003186702728 973.3803100585938 961.1788940429688 None None None +7 2012 0.2520618736743927 973.3842163085938 961.1846313476562 None None None +7 2013 0.2520506680011749 973.387451171875 961.1883544921875 None None None +7 2014 0.25204917788505554 973.3695068359375 961.1704711914062 None None None +7 2015 0.25205108523368835 973.3576049804688 961.1585083007812 None None None +7 2016 0.25201869010925293 973.3355712890625 961.1380004882812 None None None +7 2017 0.25198566913604736 973.3192749023438 961.123291015625 None None None +7 2018 0.2519509494304657 973.3055419921875 961.1112060546875 None None None +7 2019 0.251965194940567 973.29296875 961.097900390625 None None None +7 2020 0.25193819403648376 973.3096313476562 961.115966796875 None None None +7 2021 0.25189080834388733 973.2968139648438 961.1053466796875 None None None +7 2022 0.2518713176250458 973.291015625 961.1005859375 None None None +7 2023 0.25185149908065796 973.3629150390625 961.1734008789062 None None None +7 2024 0.2518160343170166 973.3538208007812 961.166015625 None None None +7 2025 0.2517906427383423 973.3593139648438 961.1726684570312 None None None +7 2026 0.25179603695869446 973.282470703125 961.095703125 None None None +7 2027 0.25176942348480225 973.32080078125 961.13525390625 None None None +7 2028 0.2517397999763489 973.2745361328125 961.0904541015625 None None None +7 2029 0.25177282094955444 973.2615356445312 961.075927734375 None None None +7 2030 0.2517407238483429 973.2886962890625 961.1046752929688 None None None +7 2031 0.25176888704299927 973.3580932617188 961.1726684570312 None None None +7 2032 0.25177744030952454 973.322021484375 961.1361083984375 None None None +7 2033 0.25181567668914795 973.2529296875 961.065185546875 None None None +7 2034 0.25181666016578674 973.225830078125 961.0379638671875 None None None +7 2035 0.2518395483493805 973.2291259765625 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0.2402542233467102 970.6573486328125 959.0288696289062 None None None +8 1893 0.24025163054466248 970.646484375 959.0181884765625 None None None +8 1894 0.24025869369506836 970.6072998046875 958.9786376953125 None None None +8 1895 0.24023796617984772 970.6015014648438 958.9738159179688 None None None +8 1896 0.24027019739151 970.5523681640625 958.9231567382812 None None None +8 1897 0.24026711285114288 970.551025390625 958.9219360351562 None None None +8 1898 0.2402874082326889 970.5040893554688 958.8740234375 None None None +8 1899 0.2402898669242859 970.5144653320312 958.8842163085938 None None None +8 1900 0.2402515560388565 970.5469360351562 958.9185791015625 None None None +8 1901 0.24027007818222046 970.544189453125 958.9149169921875 None None None +8 1902 0.2402682602405548 970.5606079101562 958.9314575195312 None None None +8 1903 0.24027125537395477 970.5872802734375 958.9578857421875 None None None +8 1904 0.24027594923973083 970.5820922851562 958.9525146484375 None None None +8 1905 0.24026300013065338 970.6026611328125 958.9736328125 None None None +8 1906 0.24029263854026794 970.5791015625 958.9486694335938 None None None +8 1907 0.2403053194284439 970.6223754882812 958.9913940429688 None None None +8 1908 0.24033111333847046 970.6207275390625 958.9883422851562 None None None +8 1909 0.24027183651924133 970.6407470703125 959.0112915039062 None None None +8 1910 0.2402794510126114 970.6646728515625 959.034912109375 None None None +8 1911 0.2402409315109253 970.6520385742188 959.024169921875 None None None +8 1912 0.2402419149875641 970.5795288085938 958.9515991210938 None None None +8 1913 0.24028266966342926 970.527587890625 958.897705078125 None None None +8 1914 0.2403322011232376 970.5469360351562 958.9146728515625 None None None +8 1915 0.2403910905122757 970.541015625 958.9058837890625 None None None +8 1916 0.24039362370967865 970.513916015625 958.878662109375 None None None +8 1917 0.24036747217178345 970.572265625 958.9382934570312 None None None +8 1918 0.24040141701698303 970.5996704101562 958.9639892578125 None None None +8 1919 0.24039147794246674 970.6079711914062 958.9727172851562 None None None +8 1920 0.2403787523508072 970.622802734375 958.9881591796875 None None None +8 1921 0.2404748648405075 970.6696166992188 959.0302734375 None None None +8 1922 0.24046257138252258 970.7069091796875 959.0681762695312 None None None +8 1923 0.24043284356594086 970.661376953125 959.0240478515625 None None None +8 1924 0.24044282734394073 970.6220092773438 958.9842529296875 None None None +8 1925 0.24042530357837677 970.6507568359375 959.0137939453125 None None None +8 1926 0.24040883779525757 970.6918334960938 959.0557250976562 None None None +8 1927 0.24038659036159515 970.6786499023438 959.043701171875 None None None +8 1928 0.2403600960969925 970.6526489257812 959.0188598632812 None None None +8 1929 0.24034589529037476 970.656005859375 959.02294921875 None None None +8 1930 0.24036702513694763 970.6610107421875 959.0269775390625 None None None +8 1931 0.24038580060005188 970.6384887695312 959.0035400390625 None None None +8 1932 0.24045823514461517 970.6177978515625 958.9793090820312 None None None +8 1933 0.24045409262180328 970.580810546875 958.9425048828125 None None None +8 1934 0.240465447306633 970.5625610351562 958.923828125 None None None +8 1935 0.2404567003250122 970.5203247070312 958.8820190429688 None None None +8 1936 0.24049483239650726 970.4722900390625 958.8320922851562 None None None +8 1937 0.24050606787204742 970.5157470703125 958.8750610351562 None None None +8 1938 0.24047429859638214 970.4959716796875 958.8568115234375 None None None +8 1939 0.24044039845466614 970.553466796875 958.9159545898438 None None None +8 1940 0.240425243973732 970.5635986328125 958.9268798828125 None None None +8 1941 0.24041524529457092 970.5732421875 958.93701171875 None None None +8 1942 0.24044708907604218 970.54736328125 958.9096069335938 None None None +8 1943 0.24045689404010773 970.57666015625 958.9384765625 None None None +8 1944 0.2404329925775528 970.593017578125 958.9559936523438 None None None +8 1945 0.24043306708335876 970.572021484375 958.9349975585938 None None None +8 1946 0.24041777849197388 970.62841796875 958.9921875 None None None +8 1947 0.24038833379745483 970.6622314453125 959.0274047851562 None None None +8 1948 0.2404121309518814 970.6550903320312 959.0191650390625 None None None +8 1949 0.2404346913099289 970.5989990234375 958.9619140625 None None None +8 1950 0.24042373895645142 970.5718994140625 958.9353637695312 None None None +8 1951 0.24041889607906342 970.5061645507812 958.8698120117188 None None None +8 1952 0.24050399661064148 970.526611328125 958.8861694335938 None None None +8 1953 0.24049560725688934 970.4977416992188 958.8577270507812 None None None +8 1954 0.2404877096414566 970.4986572265625 958.8590698242188 None None None +8 1955 0.24053649604320526 970.4889526367188 958.8469848632812 None None None +8 1956 0.24053925275802612 970.4719848632812 958.8298950195312 None None None +8 1957 0.2405407875776291 970.4700317382812 958.8278198242188 None None None +8 1958 0.240536168217659 970.4840087890625 958.8421020507812 None None None +8 1959 0.24054981768131256 970.5191040039062 958.87646484375 None None None +8 1960 0.24057336151599884 970.5608520507812 958.9171142578125 None None None +8 1961 0.24053828418254852 970.6024780273438 958.96044921875 None None None +8 1962 0.2405446469783783 970.6211547851562 958.9788208007812 None None None +8 1963 0.24056516587734222 970.702392578125 959.05908203125 None None None +8 1964 0.24060006439685822 970.7319946289062 959.0870361328125 None None None +8 1965 0.24060113728046417 970.7647094726562 959.1196899414062 None None None +8 1966 0.24062944948673248 970.758056640625 959.1116333007812 None None None +8 1967 0.24060015380382538 970.7390747070312 959.0941162109375 None None None +8 1968 0.24063917994499207 970.6942138671875 959.04736328125 None None None +8 1969 0.24060718715190887 970.7166748046875 959.0713500976562 None None None +8 1970 0.24059316515922546 970.7595825195312 959.1149291992188 None None None +8 1971 0.2405756413936615 970.748046875 959.1041870117188 None None None +8 1972 0.24064132571220398 970.733154296875 959.086181640625 None None None +8 1973 0.24062955379486084 970.7073974609375 959.0609741210938 None None None +8 1974 0.24063201248645782 970.698974609375 959.0524291992188 None None None +8 1975 0.24066227674484253 970.73046875 959.0823974609375 None None None +8 1976 0.24064895510673523 970.7132568359375 959.0658569335938 None None None +8 1977 0.24066022038459778 970.78076171875 959.1328735351562 None None None +8 1978 0.2406807690858841 970.7394409179688 959.090576171875 None None None +8 1979 0.2406916618347168 970.768798828125 959.1193237304688 None None None +8 1980 0.240698903799057 970.7415161132812 959.0917358398438 None None None +8 1981 0.24068553745746613 970.760498046875 959.1113891601562 None None None +8 1982 0.24067021906375885 970.7734985351562 959.1251220703125 None None None +8 1983 0.2406291663646698 970.7735595703125 959.1271362304688 None None None +8 1984 0.24063877761363983 970.7857666015625 959.138916015625 None None None +8 1985 0.24063150584697723 970.7610473632812 959.1146240234375 None None None +8 1986 0.24061855673789978 970.817138671875 959.1713256835938 None None None +8 1987 0.2406318038702011 970.7568359375 959.1104125976562 None None None +8 1988 0.24060870707035065 970.7495727539062 959.104248046875 None None None +8 1989 0.24060572683811188 970.7310791015625 959.0859375 None None None +8 1990 0.24059268832206726 970.7142333984375 959.0697021484375 None None None +8 1991 0.2405979186296463 970.69140625 959.0465698242188 None None None +8 1992 0.24057509005069733 970.703857421875 959.0601806640625 None None None +8 1993 0.24062804877758026 970.6593627929688 959.0131225585938 None None None +8 1994 0.2405937761068344 970.6665649414062 959.02197265625 None None None +8 1995 0.240585595369339 970.6397094726562 958.9954223632812 None None None +8 1996 0.2406163066625595 970.6484985351562 959.0028076171875 None None None +8 1997 0.24060986936092377 970.7254028320312 959.080078125 None None None +8 1998 0.24064785242080688 970.7603149414062 959.1131591796875 None None None +8 1999 0.24069631099700928 970.7759399414062 959.12646484375 None None None +8 2000 0.24070903658866882 970.7540283203125 959.1038818359375 None None None +8 2001 0.24067793786525726 970.720947265625 959.0723266601562 None None None +8 2002 0.240746408700943 970.7340698242188 959.0821533203125 None None None +8 2003 0.24076904356479645 970.7777099609375 959.1246948242188 None None None +8 2004 0.24073225259780884 970.8255615234375 959.17431640625 None None None +8 2005 0.2407587170600891 970.8894653320312 959.2369384765625 None None None +8 2006 0.2407442331314087 970.9046630859375 959.2528076171875 None None None +8 2007 0.24078959226608276 970.9605712890625 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0.24084585905075073 971.0452270507812 959.3885498046875 None None None +8 2034 0.24082782864570618 971.0589599609375 959.4031372070312 None None None +8 2035 0.24084654450416565 971.03466796875 959.3779296875 None None None +8 2036 0.2408429980278015 971.0909423828125 959.4343872070312 None None None +8 2037 0.24081997573375702 971.0748291015625 959.4193725585938 None None None +8 2038 0.24080902338027954 971.0635375976562 959.4086303710938 None None None +8 2039 0.24080270528793335 971.0432739257812 959.388671875 None None None +8 2040 0.24081261456012726 971.0623168945312 959.4071655273438 None None None +8 2041 0.24081459641456604 971.02587890625 959.37060546875 None None None +8 2042 0.2408345639705658 971.0257568359375 959.3695678710938 None None None +8 2043 0.24085046350955963 971.0580444335938 959.4010009765625 None None None +8 2044 0.24084968864917755 971.0298461914062 959.3728637695312 None None None +8 2045 0.2408503144979477 971.063232421875 959.4061889648438 None None None +8 2046 0.24084210395812988 971.0673217773438 959.4107055664062 None None None +8 2047 0.24083074927330017 971.0817260742188 959.4256591796875 None None None +8 2048 0.24083761870861053 971.1119995117188 959.45556640625 None None None +8 2049 0.24083054065704346 971.0681762695312 959.4120483398438 None None None +8 2050 0.2408154308795929 971.074951171875 959.4195556640625 None None None +8 2051 0.24077866971492767 971.0662231445312 959.41259765625 None None None +8 2052 0.2407548725605011 971.0189819335938 959.3665161132812 None None None +8 2053 0.2407618761062622 970.987060546875 959.3342895507812 None None None +8 2054 0.24074245989322662 970.9642333984375 959.3123779296875 None None None +8 2055 0.2407657653093338 971.0079345703125 959.3549194335938 None None None +8 2056 0.24075278639793396 970.9780883789062 959.32568359375 None None None +8 2057 0.24075709283351898 970.9833984375 959.330810546875 None None None +8 2058 0.24078252911567688 970.9437866210938 959.2899780273438 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0.2284197062253952 964.486083984375 953.4297485351562 None None None +10 1859 0.2283998280763626 964.4928588867188 953.4375 None None None +10 1860 0.22843573987483978 964.528564453125 953.471435546875 None None None +10 1861 0.22842399775981903 964.5372924804688 953.480712890625 None None None +10 1862 0.22851519286632538 964.5159912109375 953.4550170898438 None None None +10 1863 0.22854149341583252 964.4600830078125 953.3978271484375 None None None +10 1864 0.22851057350635529 964.47509765625 953.4144287109375 None None None +10 1865 0.22854191064834595 964.485107421875 953.4229125976562 None None None +10 1866 0.22857777774333954 964.4973754882812 953.4334716796875 None None None +10 1867 0.22860325872898102 964.4727172851562 953.4075927734375 None None None +10 1868 0.22859223186969757 964.4445190429688 953.3799438476562 None None None +10 1869 0.22862380743026733 964.4222412109375 953.3560791015625 None None None +10 1870 0.22864224016666412 964.4078369140625 953.3407592773438 None None None +10 1871 0.228684201836586 964.4344482421875 953.3653564453125 None None None +10 1872 0.22866657376289368 964.4453735351562 953.3771362304688 None None None +10 1873 0.22863784432411194 964.4371337890625 953.3703002929688 None None None +10 1874 0.22863362729549408 964.4696044921875 953.4029541015625 None None None +10 1875 0.22863204777240753 964.431396484375 953.3648071289062 None None None +10 1876 0.22860795259475708 964.4271850585938 953.3616943359375 None None None +10 1877 0.22857517004013062 964.4051513671875 953.34130859375 None None None +10 1878 0.22854863107204437 964.332275390625 953.2696533203125 None None None +10 1879 0.22852091491222382 964.35009765625 953.288818359375 None None None +10 1880 0.2284921109676361 964.3316040039062 953.271728515625 None None None +10 1881 0.22849106788635254 964.3699340820312 953.3101196289062 None None None +10 1882 0.22846579551696777 964.3883056640625 953.3296508789062 None None None +10 1883 0.22843484580516815 964.3829956054688 953.325927734375 None None None +10 1884 0.2284330427646637 964.3582763671875 953.30126953125 None None None +10 1885 0.22842928767204285 964.3350830078125 953.2781982421875 None None None +10 1886 0.22841918468475342 964.3163452148438 953.260009765625 None None None +10 1887 0.22841066122055054 964.3052368164062 953.2493286132812 None None None +10 1888 0.22843633592128754 964.2665405273438 953.2094116210938 None None None +10 1889 0.22840963304042816 964.280029296875 953.2241821289062 None None None +10 1890 0.2284044623374939 964.3290405273438 953.2733764648438 None None None +10 1891 0.22840288281440735 964.29931640625 953.2437744140625 None None None +10 1892 0.22840489447116852 964.3084716796875 953.2528076171875 None None None +10 1893 0.22842077910900116 964.3174438476562 953.260986328125 None None None +10 1894 0.22840864956378937 964.262939453125 953.2070922851562 None None None +10 1895 0.22841115295886993 964.25927734375 953.2033081054688 None None None +10 1896 0.22843819856643677 964.2962646484375 953.2389526367188 None None None +10 1897 0.22849179804325104 964.30517578125 953.2453002929688 None None None +10 1898 0.22847820818424225 964.269287109375 953.2101440429688 None None None +10 1899 0.228506937623024 964.2537841796875 953.1932373046875 None None None +10 1900 0.22850224375724792 964.274658203125 953.2142944335938 None None None +10 1901 0.22848260402679443 964.247802734375 953.1884155273438 None None None +10 1902 0.22844643890857697 964.2254638671875 953.1678466796875 None None None +10 1903 0.22844767570495605 964.211181640625 953.1534423828125 None None None +10 1904 0.2284366935491562 964.2245483398438 953.1672973632812 None None None +10 1905 0.22848188877105713 964.22509765625 953.165771484375 None None None +10 1906 0.22848092019557953 964.2379760742188 953.1787109375 None None None +10 1907 0.22846241295337677 964.26171875 953.2033081054688 None None None +10 1908 0.22845874726772308 964.29736328125 953.2391967773438 None None None +10 1909 0.22844043374061584 964.2871704101562 953.2298583984375 None None None +10 1910 0.228425994515419 964.2561645507812 953.1995239257812 None None None +10 1911 0.22845301032066345 964.286865234375 953.2289428710938 None None None +10 1912 0.22850288450717926 964.2764282226562 953.2160034179688 None None None +10 1913 0.22845594584941864 964.32470703125 953.2665405273438 None None None +10 1914 0.22845903038978577 964.29833984375 953.2400512695312 None None None +10 1915 0.2284892201423645 964.2904663085938 953.230712890625 None None None +10 1916 0.2284589260816574 964.3411865234375 953.2828979492188 None None None +10 1917 0.22845757007598877 964.333740234375 953.2754516601562 None None None +10 1918 0.22850140929222107 964.2828979492188 953.2225341796875 None None None +10 1919 0.22851428389549255 964.283447265625 953.2224731445312 None None None +10 1920 0.2285112887620926 964.3270874023438 953.2661743164062 None None None +10 1921 0.22852560877799988 964.2974243164062 953.23583984375 None None None +10 1922 0.22850890457630157 964.2671508789062 953.2064208984375 None None None +10 1923 0.22855216264724731 964.2886352539062 953.2257690429688 None None None +10 1924 0.22856172919273376 964.2902221679688 953.2269287109375 None None None +10 1925 0.22855083644390106 964.3466186523438 953.2838745117188 None None None +10 1926 0.22853100299835205 964.3768920898438 953.3150634765625 None None None +10 1927 0.22851940989494324 964.4144897460938 953.353271484375 None None None +10 1928 0.2285086214542389 964.4125366210938 953.351806640625 None None None +10 1929 0.22863619029521942 964.3909912109375 953.3240966796875 None None None +10 1930 0.22859923541545868 964.3905029296875 953.3253784179688 None None None +10 1931 0.22857101261615753 964.394287109375 953.33056640625 None None None +10 1932 0.22855493426322937 964.3753662109375 953.3124389648438 None None None +10 1933 0.22857266664505005 964.3761596679688 953.3123168945312 None None None +10 1934 0.22858339548110962 964.3431396484375 953.27880859375 None None None +10 1935 0.22855734825134277 964.3370971679688 953.2739868164062 None None None +10 1936 0.22856521606445312 964.3259887695312 953.2625122070312 None None None +10 1937 0.2285362333059311 964.3106689453125 953.24853515625 None None None +10 1938 0.2285223752260208 964.2803955078125 953.2189331054688 None None None +10 1939 0.22848626971244812 964.2836303710938 953.2239379882812 None None None +10 1940 0.22848129272460938 964.323974609375 953.2644653320312 None None None +10 1941 0.2284582555294037 964.3045654296875 953.2461547851562 None None None +10 1942 0.22844810783863068 964.298583984375 953.24072265625 None None None +10 1943 0.22847169637680054 964.3187255859375 953.2597045898438 None None None +10 1944 0.22845353186130524 964.35791015625 953.2997436523438 None None None +10 1945 0.22841770946979523 964.3579711914062 953.3015747070312 None None None +10 1946 0.22839339077472687 964.35546875 953.30029296875 None None None +10 1947 0.22843416035175323 964.3397827148438 953.2826538085938 None None None +10 1948 0.22843115031719208 964.3547973632812 953.2977905273438 None None None +10 1949 0.22845228016376495 964.3319702148438 953.27392578125 None None None +10 1950 0.22845236957073212 964.340576171875 953.282470703125 None None None +10 1951 0.22845406830310822 964.3494262695312 953.291259765625 None None None +10 1952 0.22846971452236176 964.3709716796875 953.31201171875 None None None +10 1953 0.2284657061100006 964.4065551757812 953.3477783203125 None None None +10 1954 0.22844749689102173 964.4076538085938 953.349853515625 None None None +10 1955 0.22844095528125763 964.3810424804688 953.3235473632812 None None None +10 1956 0.22839505970478058 964.3626708984375 953.307373046875 None None None +10 1957 0.2283831089735031 964.3531494140625 953.2984008789062 None None None +10 1958 0.2284078150987625 964.3603515625 953.304443359375 None None None +10 1959 0.22846253216266632 964.3915405273438 953.3329467773438 None None None +10 1960 0.2284233719110489 964.375732421875 953.3190307617188 None None None +10 1961 0.2284131795167923 964.3674926757812 953.3112182617188 None None None +10 1962 0.2284117192029953 964.3822631835938 953.3261108398438 None None None +10 1963 0.2283695489168167 964.3766479492188 953.322509765625 None None None +10 1964 0.2283676266670227 964.3798828125 953.3258666992188 None None None +10 1965 0.22838261723518372 964.3654174804688 953.3106079101562 None None None +10 1966 0.22836865484714508 964.347900390625 953.2937622070312 None None None +10 1967 0.22835730016231537 964.3419189453125 953.2883911132812 None None None +10 1968 0.22835291922092438 964.3112182617188 953.2578735351562 None None None +10 1969 0.2283364087343216 964.305419921875 953.2528076171875 None None None +10 1970 0.22828970849514008 964.2953491210938 953.2450561523438 None None None +10 1971 0.22826653718948364 964.2818603515625 953.2326049804688 None None None +10 1972 0.22825780510902405 964.2332763671875 953.1844482421875 None None None +10 1973 0.22828571498394012 964.2078247070312 953.1575927734375 None None None +10 1974 0.22827573120594025 964.20654296875 953.1568603515625 None None None +10 1975 0.2282342165708542 964.1990356445312 953.1513061523438 None None None +10 1976 0.22823373973369598 964.1970825195312 953.1494140625 None None None +10 1977 0.2282288670539856 964.2599487304688 953.2124633789062 None None None +10 1978 0.22829268872737885 964.2303466796875 953.1797485351562 None None None +10 1979 0.22826740145683289 964.2467041015625 953.1973876953125 None None None +10 1980 0.22823721170425415 964.2769775390625 953.2290649414062 None None None +10 1981 0.22820594906806946 964.3028564453125 953.2565307617188 None None None +10 1982 0.2281987965106964 964.2770385742188 953.2310791015625 None None None +10 1983 0.22820274531841278 964.278564453125 953.232421875 None None None +10 1984 0.2281845211982727 964.2630004882812 953.2177124023438 None None None +10 1985 0.2281717211008072 964.2814331054688 953.23681640625 None None None +10 1986 0.22815829515457153 964.3090209960938 953.2650756835938 None None None +10 1987 0.22813668847084045 964.3690185546875 953.3261108398438 None None None +10 1988 0.22814150154590607 964.3815307617188 953.33837890625 None None None +10 1989 0.22817987203598022 964.42041015625 953.3754272460938 None None None +10 1990 0.22817176580429077 964.3984985351562 953.3538818359375 None None None +10 1991 0.22815071046352386 964.4091186523438 953.3655395507812 None None None +10 1992 0.2281433492898941 964.3618774414062 953.3186645507812 None None None +10 1993 0.22818586230278015 964.35302734375 953.3078002929688 None None None +10 1994 0.22817520797252655 964.429443359375 953.384765625 None None None +10 1995 0.22815288603305817 964.4353637695312 953.3917846679688 None None None +10 1996 0.2281237095594406 964.42626953125 953.384033203125 None None None +10 1997 0.22809402644634247 964.42626953125 953.385498046875 None None None +10 1998 0.2280985414981842 964.417236328125 953.376220703125 None None None +10 1999 0.22810125350952148 964.3922119140625 953.35107421875 None None None +10 2000 0.22808922827243805 964.3982543945312 953.3577270507812 None None None +10 2001 0.2281060367822647 964.4087524414062 953.367431640625 None None None +10 2002 0.22811013460159302 964.4085693359375 953.3671264648438 None None None +10 2003 0.22812411189079285 964.4049072265625 953.3627319335938 None None None +10 2004 0.2280900925397873 964.43310546875 953.3926391601562 None None None +10 2005 0.22808296978473663 964.4215698242188 953.3814086914062 None None None +10 2006 0.22808657586574554 964.3894653320312 953.34912109375 None None None +10 2007 0.2280447781085968 964.3838500976562 953.3455200195312 None None None +10 2008 0.2280205637216568 964.3782348632812 953.341064453125 None None None +10 2009 0.22801971435546875 964.3904418945312 953.3533325195312 None None None +10 2010 0.22803351283073425 964.3593139648438 953.321533203125 None None None +10 2011 0.22806359827518463 964.3320922851562 953.2928466796875 None None None +10 2012 0.22807325422763824 964.3364868164062 953.2967529296875 None None None +10 2013 0.22804714739322662 964.316162109375 953.2777099609375 None None None +10 2014 0.2280576080083847 964.2684326171875 953.2294311523438 None None None +10 2015 0.22811052203178406 964.330322265625 953.2887573242188 None None None +10 2016 0.2281128168106079 964.3110961914062 953.2694091796875 None None None +10 2017 0.2281446009874344 964.3222045898438 953.2789916992188 None None None +10 2018 0.228154256939888 964.3236694335938 953.2799682617188 None None None +10 2019 0.22816765308380127 964.347412109375 953.3030395507812 None None None +10 2020 0.22815202176570892 964.3560791015625 953.3125 None None None +10 2021 0.22812657058238983 964.3488159179688 953.3065185546875 None None None +10 2022 0.22808995842933655 964.32763671875 953.287109375 None None None +10 2023 0.22809135913848877 964.3184204101562 953.2777709960938 None None None +10 2024 0.22808170318603516 964.37841796875 953.3382568359375 None None None +10 2025 0.22805778682231903 964.3998413085938 953.3609008789062 None None None +10 2026 0.22807806730270386 964.4030151367188 953.3630981445312 None None None +10 2027 0.22807608544826508 964.4166870117188 953.3768310546875 None None None +10 2028 0.2280520796775818 964.3919677734375 953.353271484375 None None None +10 2029 0.22802644968032837 964.4502563476562 953.412841796875 None None None +10 2030 0.22797928750514984 964.46240234375 953.4273071289062 None None None +10 2031 0.22793801128864288 964.4927368164062 953.4596557617188 None None None +10 2032 0.2279341071844101 964.522705078125 953.4898071289062 None None None +10 2033 0.2279096245765686 964.5266723632812 953.4949951171875 None None None +10 2034 0.2278931438922882 964.5403442382812 953.509521484375 None None None +10 2035 0.22790440917015076 964.5477294921875 953.5162963867188 None None None +10 2036 0.22790229320526123 964.606201171875 953.5748901367188 None None None +10 2037 0.22790268063545227 964.5985107421875 953.567138671875 None None None +10 2038 0.22788630425930023 964.60888671875 953.5783081054688 None None None +10 2039 0.2279219627380371 964.6449584960938 953.6127319335938 None None None +10 2040 0.22789542376995087 964.6377563476562 953.6067504882812 None None None +10 2041 0.2278762012720108 964.642578125 953.612548828125 None None None +10 2042 0.2279183566570282 964.66357421875 953.6314697265625 None None None +10 2043 0.22791218757629395 964.6607666015625 953.6290283203125 None None None +10 2044 0.2278844118118286 964.6720581054688 953.6416625976562 None None None +10 2045 0.2279214709997177 964.6514892578125 953.6192626953125 None None None +10 2046 0.22792983055114746 964.640380859375 953.6077270507812 None None None +10 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0.21629320085048676 960.9786376953125 950.5104370117188 None None None +12 1900 0.21625511348247528 961.0278930664062 950.5615234375 None None None +12 1901 0.21628309786319733 961.0211791992188 950.5534057617188 None None None +12 1902 0.21627119183540344 961.0430297851562 950.5758666992188 None None None +12 1903 0.2162492722272873 961.076171875 950.610107421875 None None None +12 1904 0.21625617146492004 961.109130859375 950.6427612304688 None None None +12 1905 0.21626178920269012 961.1123046875 950.6456298828125 None None None +12 1906 0.21624250710010529 961.1011352539062 950.6354370117188 None None None +12 1907 0.21625620126724243 961.12060546875 950.6542358398438 None None None +12 1908 0.21623271703720093 961.1232299804688 950.657958984375 None None None +12 1909 0.21624429523944855 961.0831298828125 950.6172485351562 None None None +12 1910 0.21627141535282135 961.0657958984375 950.5986328125 None None None +12 1911 0.21625541150569916 961.0596923828125 950.5933227539062 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961.1062622070312 950.642578125 None None None +12 1925 0.21619537472724915 961.1720581054688 950.7085571289062 None None None +12 1926 0.2162051796913147 961.0994873046875 950.635498046875 None None None +12 1927 0.21623581647872925 961.0855102539062 950.6199951171875 None None None +12 1928 0.21624910831451416 961.092041015625 950.6258544921875 None None None +12 1929 0.21627996861934662 961.0844116210938 950.61669921875 None None None +12 1930 0.21630601584911346 961.0473022460938 950.578369140625 None None None +12 1931 0.21627609431743622 961.0894775390625 950.6220092773438 None None None +12 1932 0.21627579629421234 961.0571899414062 950.5897827148438 None None None +12 1933 0.2162933647632599 961.0537719726562 950.5855102539062 None None None +12 1934 0.21629303693771362 961.0497436523438 950.58154296875 None None None +12 1935 0.21628688275814056 961.05224609375 950.5842895507812 None None None +12 1936 0.21627934277057648 961.0663452148438 950.5987548828125 None None None +12 1937 0.21623565256595612 961.0730590820312 950.6075439453125 None None None +12 1938 0.2162068784236908 961.0911865234375 950.6270751953125 None None None +12 1939 0.21622496843338013 961.0601806640625 950.59521484375 None None None +12 1940 0.21622905135154724 961.1281127929688 950.6629638671875 None None None +12 1941 0.21629737317562103 961.1437377929688 950.6752319335938 None None None +12 1942 0.2162633240222931 961.2041625976562 950.7373657226562 None None None +12 1943 0.21625760197639465 961.2529907226562 950.7864990234375 None None None +12 1944 0.21624521911144257 961.2559204101562 950.7899780273438 None None None +12 1945 0.21623587608337402 961.2423706054688 950.77685546875 None None None +12 1946 0.2162153422832489 961.1860961914062 950.7215576171875 None None None +12 1947 0.2162010371685028 961.1981201171875 950.7343139648438 None None None +12 1948 0.21617767214775085 961.185302734375 950.7225952148438 None None None +12 1949 0.2161455750465393 961.177734375 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961.2752075195312 950.81201171875 None None None +12 1963 0.21617449820041656 961.2144775390625 950.7520141601562 None None None +12 1964 0.21614769101142883 961.1995239257812 950.7384033203125 None None None +12 1965 0.21618792414665222 961.1707763671875 950.7077026367188 None None None +12 1966 0.2162005752325058 961.1398315429688 950.6762084960938 None None None +12 1967 0.21617557108402252 961.0795288085938 950.6170654296875 None None None +12 1968 0.21613885462284088 961.1524047851562 950.6917724609375 None None None +12 1969 0.21613028645515442 961.1517944335938 950.6915283203125 None None None +12 1970 0.21612009406089783 961.15771484375 950.697998046875 None None None +12 1971 0.21609583497047424 961.1464233398438 950.6878662109375 None None None +12 1972 0.21605876088142395 961.14599609375 950.689208984375 None None None +12 1973 0.2160373032093048 961.1738891601562 950.7180786132812 None None None +12 1974 0.21600286662578583 961.1904907226562 950.7363891601562 None None None 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0.2159356027841568 961.2378540039062 950.7871704101562 None None None +12 2001 0.21591976284980774 961.26806640625 950.8181762695312 None None None +12 2002 0.2159106284379959 961.31884765625 950.869384765625 None None None +12 2003 0.21592073142528534 961.331787109375 950.8818359375 None None None +12 2004 0.21590830385684967 961.2938842773438 950.8445434570312 None None None +12 2005 0.21594473719596863 961.3445434570312 950.8934326171875 None None None +12 2006 0.21595069766044617 961.3717041015625 950.9202270507812 None None None +12 2007 0.21596486866474152 961.395263671875 950.9431762695312 None None None +12 2008 0.21595114469528198 961.4113159179688 950.9598388671875 None None None +12 2009 0.21592579782009125 961.3775024414062 950.9273071289062 None None None +12 2010 0.21592049300670624 961.3657836914062 950.9158325195312 None None None +12 2011 0.21592597663402557 961.3284301757812 950.878173828125 None None None +12 2012 0.21594464778900146 961.3931884765625 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None +14 1915 0.20382073521614075 957.6337890625 947.769775390625 None None None +14 1916 0.2038409411907196 957.5656127929688 947.7006225585938 None None None +14 1917 0.20385292172431946 957.5362548828125 947.670654296875 None None None +14 1918 0.20383387804031372 957.5517578125 947.6871337890625 None None None +14 1919 0.20382556319236755 957.5724487304688 947.7081909179688 None None None +14 1920 0.20381519198417664 957.5729370117188 947.7091674804688 None None None +14 1921 0.20379036664962769 957.5193481445312 947.6567993164062 None None None +14 1922 0.2038002908229828 957.5244140625 947.6614379882812 None None None +14 1923 0.20380906760692596 957.51904296875 947.6555786132812 None None None +14 1924 0.2037898749113083 957.546142578125 947.6836547851562 None None None +14 1925 0.20381413400173187 957.5868530273438 947.7232055664062 None None None +14 1926 0.20383957028388977 957.6376953125 947.7727661132812 None None None +14 1927 0.2038407027721405 957.6605224609375 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None +19 1883 0.15742377936840057 939.678466796875 932.0578002929688 None None None +19 1884 0.15739528834819794 939.6696166992188 932.0503540039062 None None None +19 1885 0.15740840137004852 939.6475219726562 932.0277099609375 None None None +19 1886 0.15740887820720673 939.642333984375 932.0224609375 None None None +19 1887 0.15739527344703674 939.6438598632812 932.0247192382812 None None None +19 1888 0.1573939174413681 939.7083129882812 932.0891723632812 None None None +19 1889 0.1573842167854309 939.7410278320312 932.1223754882812 None None None +19 1890 0.15738287568092346 939.7969970703125 932.1785278320312 None None None +19 1891 0.15737037360668182 939.7868041992188 932.1689453125 None None None +19 1892 0.1573406308889389 939.8186645507812 932.2022094726562 None None None +19 1893 0.1573093831539154 939.8573608398438 932.2424926757812 None None None +19 1894 0.15729586780071259 939.8550415039062 932.2408447265625 None None None +19 1895 0.1572992354631424 939.8457641601562 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0.1573714166879654 939.7933349609375 932.1757202148438 None None None +19 1909 0.15735456347465515 939.8499145507812 932.2330932617188 None None None +19 1910 0.157394140958786 939.8463134765625 932.2276000976562 None None None +19 1911 0.1574050635099411 939.8556518554688 932.2363891601562 None None None +19 1912 0.15739893913269043 939.8416137695312 932.22265625 None None None +19 1913 0.15739379823207855 939.7967529296875 932.1780395507812 None None None +19 1914 0.15739452838897705 939.8125 932.1937866210938 None None None +19 1915 0.1574358493089676 939.8342895507812 932.2135009765625 None None None +19 1916 0.1574801355600357 939.8108520507812 932.1879272460938 None None None +19 1917 0.15745778381824493 939.8228759765625 932.2010498046875 None None None +19 1918 0.1574452966451645 939.8344116210938 932.2131958007812 None None None +19 1919 0.15743878483772278 939.854248046875 932.2333374023438 None None None +19 1920 0.1574586182832718 939.8443603515625 932.2224731445312 None None None +19 1921 0.15748058259487152 939.853759765625 932.2308959960938 None None None +19 1922 0.1574852466583252 939.900634765625 932.2775268554688 None None None +19 1923 0.15751077234745026 939.9452514648438 932.3209228515625 None None None +19 1924 0.15750375390052795 939.93408203125 932.3099975585938 None None None +19 1925 0.15753823518753052 939.90185546875 932.2761840820312 None None None +19 1926 0.15755082666873932 939.9170532226562 932.290771484375 None None None +19 1927 0.15754562616348267 939.8568115234375 932.2307739257812 None None None +19 1928 0.15754030644893646 939.825927734375 932.2001342773438 None None None +19 1929 0.15753541886806488 939.8377075195312 932.212158203125 None None None +19 1930 0.1575242429971695 939.8910522460938 932.2660522460938 None None None +19 1931 0.15750308334827423 939.9047241210938 932.2807006835938 None None None +19 1932 0.15749655663967133 939.8870239257812 932.2633056640625 None None None +19 1933 0.15750232338905334 939.9044799804688 932.2804565429688 None None None +19 1934 0.15750578045845032 939.8905029296875 932.2662963867188 None None None +19 1935 0.15750586986541748 939.8822631835938 932.2579956054688 None None None +19 1936 0.1575138419866562 939.9024047851562 932.2777709960938 None None None +19 1937 0.15750278532505035 939.8714599609375 932.2474365234375 None None None +19 1938 0.1574854850769043 939.9041137695312 932.2808837890625 None None None +19 1939 0.15748178958892822 939.8786010742188 932.2555541992188 None None None +19 1940 0.1575111746788025 939.8128662109375 932.1884155273438 None None None +19 1941 0.15747767686843872 939.8209228515625 932.1981201171875 None None None +19 1942 0.15746647119522095 939.8199462890625 932.1976928710938 None None None +19 1943 0.15746945142745972 939.8975830078125 932.275146484375 None None None +19 1944 0.15749433636665344 939.83251953125 932.2089233398438 None None None +19 1945 0.15750595927238464 939.8086547851562 932.1845703125 None None None +19 1946 0.15748518705368042 939.812744140625 932.189697265625 None None None +19 1947 0.15748511254787445 939.7986450195312 932.1755981445312 None None None +19 1948 0.1574701964855194 939.8218994140625 932.1995239257812 None None None +19 1949 0.15743686258792877 939.868896484375 932.2482299804688 None None None +19 1950 0.15746060013771057 939.8279418945312 932.2061157226562 None None None +19 1951 0.15746541321277618 939.83740234375 932.2152709960938 None None None +19 1952 0.15748991072177887 939.8603515625 932.237060546875 None None None +19 1953 0.15752017498016357 939.8502197265625 932.2254638671875 None None None +19 1954 0.15753214061260223 939.8487548828125 932.2234497070312 None None None +19 1955 0.15753859281539917 939.8463745117188 932.220703125 None None None +19 1956 0.15750455856323242 939.891845703125 932.2678833007812 None None None +19 1957 0.15749454498291016 939.86279296875 932.2392578125 None None None +19 1958 0.15749312937259674 939.83349609375 932.2100219726562 None None None +19 1959 0.1574820876121521 939.833740234375 932.2107543945312 None None None +19 1960 0.15746939182281494 939.8555908203125 932.2332153320312 None None None +19 1961 0.15747897326946259 939.8441772460938 932.2212524414062 None None None +19 1962 0.15747375786304474 939.9081420898438 932.2854614257812 None None None +19 1963 0.15749652683734894 939.9197387695312 932.2960205078125 None None None +19 1964 0.15748979151248932 939.9494018554688 932.3259887695312 None None None +19 1965 0.15749050676822662 939.933837890625 932.3104248046875 None None None +19 1966 0.15747632086277008 939.9576416015625 932.3349609375 None None None +19 1967 0.1574821174144745 940.0155639648438 932.392578125 None None None +19 1968 0.1574718952178955 939.9971923828125 932.374755859375 None None None +19 1969 0.15745927393436432 940.004638671875 932.3827514648438 None None None +19 1970 0.15744924545288086 940.0018920898438 932.3804321289062 None None None +19 1971 0.15745909512043 940.0208129882812 932.3988647460938 None None None +19 1972 0.15744727849960327 940.0015869140625 932.3801879882812 None None None +19 1973 0.15746565163135529 939.9827880859375 932.3604736328125 None None None +19 1974 0.1574782133102417 940.0341186523438 932.4111938476562 None None None +19 1975 0.1574694663286209 940.0732421875 932.4507446289062 None None None +19 1976 0.15747052431106567 940.0437622070312 932.4213256835938 None None None +19 1977 0.15746963024139404 940.037353515625 932.4149780273438 None None None +19 1978 0.15746335685253143 940.0003662109375 932.3782958984375 None None None +19 1979 0.15743251144886017 940.0272216796875 932.4066162109375 None None None +19 1980 0.1574276238679886 940.0458984375 932.425537109375 None None None +19 1981 0.15745587646961212 939.9994506835938 932.377685546875 None None None +19 1982 0.15745827555656433 939.9781494140625 932.3563842773438 None None None +19 1983 0.1574733406305313 939.9760131835938 932.353515625 None None None +19 1984 0.15747636556625366 939.9860229492188 932.3634033203125 None None None +19 1985 0.15746092796325684 939.9420776367188 932.3201293945312 None None None +19 1986 0.15744702517986298 939.9569702148438 932.3356323242188 None None None +19 1987 0.1574406623840332 939.9954223632812 932.3744506835938 None None None +19 1988 0.15744483470916748 939.9961547851562 932.3749389648438 None None None +19 1989 0.15743985772132874 940.0484008789062 932.4274291992188 None None None +19 1990 0.15744733810424805 940.0147094726562 932.393310546875 None None None +19 1991 0.15741103887557983 940.0459594726562 932.4263305664062 None None None +19 1992 0.15745265781879425 940.0458984375 932.4242553710938 None None None +19 1993 0.15749290585517883 940.0310668945312 932.407470703125 None None None +19 1994 0.15748925507068634 940.0331420898438 932.4097900390625 None None None +19 1995 0.15749183297157288 940.0430908203125 932.4196166992188 None None None +19 1996 0.1575145125389099 940.0137329101562 932.3890991210938 None None None +19 1997 0.15751604735851288 940.0023193359375 932.3776245117188 None None None +19 1998 0.15751217305660248 940.01953125 932.39501953125 None None None +19 1999 0.15753988921642303 939.9686279296875 932.3427734375 None None None +19 2000 0.1575292944908142 939.9594116210938 932.3341064453125 None None None +19 2001 0.15753039717674255 939.9453735351562 932.3200073242188 None None None +19 2002 0.1575404405593872 939.9402465820312 932.3143920898438 None None None +19 2003 0.15753436088562012 939.9200439453125 932.2944946289062 None None None +19 2004 0.15752427279949188 939.9161987304688 932.291015625 None None None +19 2005 0.1575080007314682 939.937255859375 932.31298828125 None None None +19 2006 0.1575334370136261 939.9517822265625 932.3262939453125 None None None +19 2007 0.15754355490207672 939.9315185546875 932.3054809570312 None None None +19 2008 0.15753045678138733 939.9226684570312 932.29736328125 None None None +19 2009 0.15750505030155182 939.9658203125 932.341796875 None None None +19 2010 0.15750274062156677 940.0084228515625 932.3844604492188 None None None +19 2011 0.1575198769569397 940.002197265625 932.3773803710938 None None None +19 2012 0.1575099378824234 940.0156860351562 932.391357421875 None None None +19 2013 0.15747758746147156 940.038330078125 932.4155883789062 None None None +19 2014 0.15747573971748352 940.0523071289062 932.4296875 None None None +19 2015 0.157502681016922 940.08203125 932.4580688476562 None None None +19 2016 0.15749730169773102 940.0748901367188 932.451171875 None None None +19 2017 0.15747998654842377 940.104248046875 932.4813842773438 None None None +19 2018 0.15749992430210114 940.115478515625 932.4916381835938 None None None +19 2019 0.1574949473142624 940.0872192382812 932.463623046875 None None None +19 2020 0.15748795866966248 940.0989379882812 932.4757080078125 None None None +19 2021 0.15750451385974884 940.031494140625 932.407470703125 None None None +19 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None None None +19 2313 0.1577533483505249 940.2755737304688 932.6406860351562 None None None +19 2314 0.15775512158870697 940.2976684570312 932.6627807617188 None None None +19 2315 0.15776687860488892 940.3117065429688 932.6762084960938 None None None +19 2316 0.15773801505565643 940.33349609375 932.6994018554688 None None None +19 2317 0.15772704780101776 940.329345703125 932.69580078125 None None None +19 2318 0.15771834552288055 940.3193969726562 932.6862182617188 None None None +19 2319 0.15769347548484802 940.3336181640625 932.70166015625 None None None +19 2320 0.1576935350894928 940.3651123046875 932.7332153320312 None None None +19 2321 0.15768469870090485 940.3966674804688 932.76513671875 None None None +19 2322 0.15767404437065125 940.4061889648438 932.775146484375 None None None +19 2323 0.15769194066524506 940.408447265625 932.7764892578125 None None None +19 2324 0.1576908677816391 940.4385986328125 932.8067626953125 None None None +19 2325 0.1576797217130661 940.4492797851562 932.81787109375 None None None +19 2326 0.15769217908382416 940.4430541992188 932.8110961914062 None None None +19 2327 0.1576809585094452 940.419677734375 932.7882690429688 None None None +19 2328 0.1576969474554062 940.4064331054688 932.7742309570312 None None None +19 2329 0.15768761932849884 940.4003295898438 932.7686157226562 None None None +19 2330 0.15767589211463928 940.37890625 932.747802734375 None None None +19 2331 0.15768185257911682 940.3829345703125 932.75146484375 None None None +19 2332 0.15767520666122437 940.4193115234375 932.7880859375 None None None +19 2333 0.15766765177249908 940.4013671875 932.7703857421875 None None None +19 2334 0.15768161416053772 940.357177734375 932.7256469726562 None None None +19 2335 0.15766394138336182 940.375 932.744384765625 None None None +19 2336 0.15765953063964844 940.3809204101562 932.75048828125 None None None +19 2337 0.15764805674552917 940.37646484375 932.7466430664062 None None None +19 2338 0.15765002369880676 940.4144897460938 932.7844848632812 None None None +19 2339 0.1576317846775055 940.3734741210938 932.744384765625 None None None +19 2340 0.15763047337532043 940.3807983398438 932.7517700195312 None None None +19 2341 0.15762466192245483 940.3683471679688 932.7395629882812 None None None +19 2342 0.15760023891925812 940.3675537109375 932.739990234375 None None None +19 2343 0.15762858092784882 940.3536376953125 932.7247314453125 None None None +19 2344 0.1576259434223175 940.3265991210938 932.6978759765625 None None None +19 2345 0.1576046496629715 940.3239135742188 932.6962280273438 None None None +19 2346 0.15759971737861633 940.3333740234375 932.705810546875 None None None +19 2347 0.15758465230464935 940.3400268554688 932.7131958007812 None None None +19 2348 0.15760460495948792 940.322021484375 932.6942749023438 None None None +19 2349 0.1576082706451416 940.2990112304688 932.6710815429688 None None None +19 2350 0.15761137008666992 940.267578125 932.6396484375 None None None +19 2351 0.15758778154850006 940.2581176757812 932.63134765625 None None None +19 2352 0.1576075553894043 940.2440795898438 932.616455078125 None None None +19 2353 0.1575884222984314 940.2540893554688 932.6273193359375 None None None +19 2354 0.1575947403907776 940.287353515625 932.6602783203125 None None None +19 2355 0.15760742127895355 940.2789306640625 932.6511840820312 None None None +19 2356 0.15762129426002502 940.2588500976562 932.6304321289062 None None None +19 2357 0.15762393176555634 940.22998046875 932.6015625 None None None +19 2358 0.1576155573129654 940.2432861328125 932.6151733398438 None None None +19 2359 0.15760743618011475 940.2531127929688 932.6254272460938 None None None +19 2360 0.15759213268756866 940.2333984375 932.6065063476562 None None None +19 2361 0.15758323669433594 940.2435913085938 932.6171264648438 None None None +19 2362 0.15756863355636597 940.228271484375 932.6024780273438 None None None +19 2363 0.15757641196250916 940.2210693359375 932.594970703125 None None None +19 2364 0.15758246183395386 940.2120971679688 932.5855712890625 None None None +19 2365 0.15759220719337463 940.243896484375 932.616943359375 None None None +19 2366 0.15756669640541077 940.2666625976562 932.640869140625 None None None +19 2367 0.15756386518478394 940.283447265625 932.6578369140625 None None None +19 2368 0.1575416624546051 940.282470703125 932.657958984375 None None None +19 2369 0.15755057334899902 940.3114624023438 932.6865234375 None None None +19 2370 0.15753909945487976 940.306396484375 932.6820068359375 None None None +19 2371 0.1575363576412201 940.2925415039062 932.6683349609375 None None None +19 2372 0.15754355490207672 940.2996826171875 932.6751098632812 None None None +19 2373 0.15755632519721985 940.304931640625 932.6797485351562 None None None +19 2374 0.15756358206272125 940.2777709960938 932.6522216796875 None None None +19 2375 0.15753862261772156 940.286865234375 932.66259765625 None None None +19 2376 0.1575426459312439 940.3099365234375 932.6853637695312 None None None +19 2377 0.15754014253616333 940.3178100585938 932.693359375 None None None +19 2378 0.15755337476730347 940.344970703125 932.7198486328125 None None None +19 2379 0.15755055844783783 940.3763427734375 932.7514038085938 None None None +19 2380 0.1575203835964203 940.3893432617188 932.7659301757812 None None None +19 2381 0.15753407776355743 940.3553466796875 932.7312622070312 None None None +19 2382 0.15752620995044708 940.3665161132812 932.7427978515625 None None None +19 2383 0.1575336903333664 940.3271484375 932.7030639648438 None None None +19 2384 0.15752004086971283 940.3237915039062 932.7003173828125 None None None +19 2385 0.15751393139362335 940.3562622070312 932.733154296875 None None None +19 2386 0.15751542150974274 940.3743896484375 932.7512817382812 None None None +19 2387 0.1574903130531311 940.3822021484375 932.7603149414062 None None None +19 2388 0.15750345587730408 940.3597412109375 932.7372436523438 None None None +19 2389 0.15750685334205627 940.3736572265625 932.7509765625 None None None +19 2390 0.15750718116760254 940.393798828125 932.7710571289062 None None None +19 2391 0.15752524137496948 940.3931884765625 932.7695922851562 None None None +19 2392 0.15754488110542297 940.3834838867188 932.759033203125 None None None +19 2393 0.1575337052345276 940.397216796875 932.7733154296875 None None None +19 2394 0.15752945840358734 940.3958129882812 932.7721557617188 None None None +19 2395 0.1575227975845337 940.4036254882812 932.7803344726562 None None None +19 2396 0.15751394629478455 940.3839111328125 932.7611083984375 None None None +19 2397 0.15757431089878082 940.3370361328125 932.7113647460938 None None None +19 2398 0.157557874917984 940.3114624023438 932.6865234375 None None None +19 2399 0.15755298733711243 940.3338623046875 932.7091674804688 None None None +19 2400 0.15755490958690643 940.305908203125 932.6812133789062 None None None +19 2401 0.15754786133766174 940.2813720703125 932.6570434570312 None None None +19 2402 0.1575460433959961 940.2815551757812 932.6572875976562 None None None +19 2403 0.15757206082344055 940.3045654296875 932.6790771484375 None None None +19 2404 0.1575915366411209 940.3040161132812 932.6776733398438 None None None +19 2405 0.15759539604187012 940.2923583984375 932.6658325195312 None None None +19 2406 0.15760211646556854 940.2760009765625 932.649169921875 None None None +19 2407 0.1575939655303955 940.3040771484375 932.6775512695312 None None None +19 2408 0.1575712412595749 940.3245849609375 932.6991577148438 None None None +19 2409 0.15758304297924042 940.302978515625 932.677001953125 None None None +19 2410 0.15759973227977753 940.321533203125 932.6947631835938 None None None +19 2411 0.15760062634944916 940.3140258789062 932.6871948242188 None None None +19 2412 0.15760032832622528 940.2808227539062 932.654052734375 None None None +19 2413 0.15759281814098358 940.28369140625 932.6572875976562 None None None diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..a66ab623037bd7768036587a783a67fb001a4047 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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 +2023-08-18 16:35:26.363274: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:28.844199: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:28.848503: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 16:35:29.700111: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4b:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 16:35:29.700284: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:29.723795: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:29.723896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:29.734861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:29.740201: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:29.758789: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:29.763788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:29.764911: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:29.793989: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:29.794428: 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. +2023-08-18 16:35:29.795499: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:29.815197: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:4b:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 16:35:29.815241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:29.815279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:29.815295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:29.815311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:29.815325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:29.815339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:29.815352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:29.815366: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:29.857678: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:29.859053: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:32.668659: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 16:35:32.668801: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 16:35:32.668825: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 16:35:32.764497: 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: 0000:4b:00.0, compute capability: 8.0) +2023-08-18 16:35:34.083016: 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.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e9f7f199599faea612bc723b341822f8e45b71 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_1/new_model_formats/bias_model_scaled diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet.params.json b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..a88b20197c79261b287eff38664e2b26f225483e --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "48.4", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_data_params.tsv b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..5965a731c61a09873c8455c0bc5011a2c01f20e1 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 41.0 +counts_sum_max_thresh 3226.0 +trainings_pts_post_thresh 172322 diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8460c0b3470371d58f9b08ccb455ba31e8ad201 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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 +2023-08-18 15:28:43.542500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:45.896458: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:45.900286: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 15:28:46.888713: 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 +2023-08-18 15:28:46.888838: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:46.910124: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:46.910242: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:46.919851: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:46.924512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:46.940365: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:46.944626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:46.945555: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:46.977052: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:46.977360: 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. +2023-08-18 15:28:46.978220: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:46.999980: 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 +2023-08-18 15:28:47.000012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:47.000033: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:47.000048: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:47.000062: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:47.000075: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:47.000088: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:47.000100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:47.000113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:47.041652: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:47.042993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:49.799095: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 15:28:49.799222: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 15:28:49.799238: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 15:28:49.806308: 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) +2023-08-18 15:28:51.897362: 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.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..b193eee96525ac60a69cbbd825d25a7ed9b65372 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_1/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_1/new_model_formats/chrombpnet diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_model_params.tsv b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..02aed2f109092d4c71140d3ba552c5b92cd9703f --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 48.4 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..09b8a851000053be2700e96e483620e647b93478 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..09b8a851000053be2700e96e483620e647b93478 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.epoch_loss.csv b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..d88ebbceefd7469e16f6bc7d4a44b5a1f21595cb --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.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 +0,3.8199870586395264,1049.372802734375,1234.2608642578125,0.3968346416950226,1124.2916259765625,1143.4986572265625 +1,0.3901623487472534,1003.3562622070312,1022.239990234375,0.3580745458602905,1104.5919189453125,1121.9224853515625 +2,0.3426927626132965,989.244873046875,1005.830810546875,0.30346235632896423,1090.1405029296875,1104.82861328125 +3,0.3192932903766632,980.2717895507812,995.7255859375,0.2887701988220215,1095.2607421875,1109.237548828125 +4,0.29728269577026367,973.4567260742188,987.8444213867188,0.2678828537464142,1084.2486572265625,1097.2142333984375 +5,0.28023749589920044,969.9866943359375,983.550048828125,0.25851109623908997,1070.45556640625,1082.9674072265625 +6,0.26304587721824646,964.9002685546875,977.63134765625,0.24888186156749725,1069.4183349609375,1081.46337890625 +7,0.2520138621330261,961.5488891601562,973.746826171875,0.24229657649993896,1070.2099609375,1081.9373779296875 +8,0.2426774948835373,959.050048828125,970.7955322265625,0.25776156783103943,1076.368408203125,1088.84375 +9,0.2320665419101715,958.4065551757812,969.6370239257812,0.22949418425559998,1069.4755859375,1080.58349609375 +10,0.22826215624809265,953.8585815429688,964.9074096679688,0.3152540326118469,1066.7205810546875,1081.9786376953125 +11,0.22001586854457855,953.113525390625,963.7623901367188,0.2510261833667755,1078.3736572265625,1090.5228271484375 +12,0.21575798094272614,951.1892700195312,961.6310424804688,0.22925907373428345,1067.4832763671875,1078.5789794921875 +13,0.20819644629955292,950.1201171875,960.1966552734375,0.26296311616897583,1076.77392578125,1089.501220703125 +14,0.20376889407634735,948.0191040039062,957.8807983398438,0.24402593076229095,1062.4400634765625,1074.2503662109375 +15,0.19999097287654877,946.3632202148438,956.0426635742188,0.24249976873397827,1080.3900146484375,1092.1270751953125 +16,0.19883060455322266,945.0250854492188,954.6488647460938,0.2225186675786972,1070.0301513671875,1080.7994384765625 +17,0.19144223630428314,944.360107421875,953.6255493164062,0.2264159917831421,1074.752685546875,1085.71142578125 +18,0.1688840240240097,935.8545532226562,944.028076171875,0.22964435815811157,1072.09033203125,1083.2042236328125 +19,0.15759281814098358,932.6572875976562,940.28369140625,0.24430859088897705,1071.9478759765625,1083.77197265625 diff --git a/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stderr.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ecff26c9f09f19dba4b96799f37a8ad83e646e --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stderr.txt @@ -0,0 +1,332 @@ +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 +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 +2023-01-18 03:57:41.580561: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:06:37.295044: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:06:37.298367: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 04:06:37.540463: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 04:06:37.540522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:06:37.558589: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:06:37.558666: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:06:37.567918: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:06:37.572250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:06:37.588425: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:06:37.593080: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:06:37.594008: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:06:37.598992: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:06:37.599355: 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. +2023-01-18 04:06:37.599478: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:06:37.601279: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 04:06:37.601325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:06:37.601352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:06:37.601375: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:06:37.601397: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:06:37.601418: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:06:37.601438: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:06:37.601459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:06:37.601480: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:06:37.605008: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:06:37.606757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:06:39.054407: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 04:06:39.054510: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 04:06:39.054525: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 04:06:39.060439: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-01-18 04:06:40.436422: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 04:06:40.450387: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 04:06:40.621543: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:06:41.986844: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:06:41.995292: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:07:09.478691: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:07:10.933867: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:07:10.934609: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 04:07:11.115508: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 04:07:11.115580: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:07:11.117618: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:07:11.117661: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:07:11.118563: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:07:11.118811: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:07:11.120727: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:07:11.121214: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:07:11.121452: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:07:11.123343: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:07:11.123622: 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. +2023-01-18 04:07:11.123711: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:07:11.124678: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 04:07:11.124700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:07:11.124717: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:07:11.124731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:07:11.124744: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:07:11.124756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:07:11.124768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:07:11.124780: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:07:11.124792: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:07:11.126580: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:07:11.126612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:07:11.521257: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 04:07:11.521367: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 04:07:11.521379: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 04:07:11.524517: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-01-18 04:12:02.088238: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 04:12:02.088619: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 04:12:03.275026: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:12:03.680897: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:12:03.693188: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:12:06.523865: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2023-01-18 06:13:26.753003: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:13:29.052531: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:13:29.053540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 06:13:29.203644: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:13:29.203705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:13:29.205799: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:13:29.205842: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:13:29.206766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:13:29.207010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:13:29.208966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:13:29.209472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:13:29.209780: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:13:29.211700: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:13:29.211979: 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. +2023-01-18 06:13:29.212054: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:13:29.212967: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:13:29.212990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:13:29.213015: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:13:29.213031: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:13:29.213045: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:13:29.213059: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:13:29.213072: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:13:29.213085: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:13:29.213098: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:13:29.214802: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:13:29.214847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:13:29.623012: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 06:13:29.623136: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 06:13:29.623149: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 06:13:29.626207: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-01-18 06:15:47.444758: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 06:15:47.447380: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 06:15:47.515471: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:15:47.922614: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:15:47.924465: 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. +2023-01-18 06:18:00.965250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:18:02.966511: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:18:02.967510: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 06:18:03.129695: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:18:03.129747: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:18:03.131771: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:18:03.131814: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:18:03.132706: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:18:03.132958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:18:03.134839: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:18:03.135319: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:18:03.135598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:18:03.137376: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:18:03.137643: 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. +2023-01-18 06:18:03.137738: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:18:03.138630: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:18:03.138651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:18:03.138668: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:18:03.138681: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:18:03.138694: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:18:03.138707: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:18:03.138718: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:18:03.138730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:18:03.138742: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:18:03.140502: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:18:03.140532: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:18:03.542402: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 06:18:03.542502: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 06:18:03.542515: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 06:18:03.545537: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 06:19:19.855100: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 06:19:19.857071: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 06:19:19.903658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:19:20.368698: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:19:20.370252: 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. +2023-01-18 06:21:17.397172: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:21:20.376940: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:21:20.377913: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 06:21:20.517244: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:21:20.517303: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:21:20.519341: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:21:20.519385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:21:20.520296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:21:20.520568: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:21:20.522617: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:21:20.523108: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:21:20.523411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:21:20.525238: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:21:20.525520: 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. +2023-01-18 06:21:20.525630: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:21:20.526635: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:21:20.526667: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:21:20.526704: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:21:20.526725: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:21:20.526742: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:21:20.526759: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:21:20.526775: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:21:20.526791: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:21:20.526807: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:21:20.528674: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:21:20.528716: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:21:20.947321: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 06:21:20.947386: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 06:21:20.947399: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 06:21:20.950463: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-01-18 06:22:38.890862: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 06:22:38.892321: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 06:22:38.923195: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:22:39.343582: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:22:39.345081: 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. +2023-01-18 06:23:42.529648: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:23:43.597113: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:23:43.598069: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 06:23:43.823545: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:23:43.823640: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:23:43.825829: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:23:43.825906: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:23:43.826936: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:23:43.827264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:23:43.829315: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:23:43.829851: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:23:43.830161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:23:43.833531: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:23:43.833810: 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. +2023-01-18 06:23:43.833931: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:23:43.835752: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:23:43.835782: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:23:43.835801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:23:43.835816: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:23:43.835831: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:23:43.835845: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:23:43.835859: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:23:43.835873: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:23:43.835886: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:23:43.839012: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:23:43.839055: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:23:44.273956: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 06:23:44.274042: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 06:23:44.274054: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 06:23:44.277547: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 06:23:57.588323: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 06:23:57.588826: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 06:23:57.769560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:23:58.251701: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:23:58.253404: 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/ENCSR754LIN//chrombpnet_model_feb15_fold_1//footprints’: File exists +2023-01-18 06:25:37.578103: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:25:38.596307: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:25:38.597133: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 06:25:38.768841: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:25:38.768909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:25:38.770923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:25:38.770971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:25:38.771887: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:25:38.772140: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:25:38.774005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:25:38.774482: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:25:38.774758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:25:38.776532: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:25:38.776810: 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. +2023-01-18 06:25:38.776939: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 06:25:38.777893: 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: 79.18GiB deviceMemoryBandwidth: 1.85TiB/s +2023-01-18 06:25:38.777933: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:25:38.777954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:25:38.777970: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:25:38.777985: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 06:25:38.778000: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 06:25:38.778014: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 06:25:38.778028: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 06:25:38.778043: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 06:25:38.779773: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 06:25:38.779814: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 06:25:39.192108: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 06:25:39.192174: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 06:25:39.192186: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 06:25:39.195070: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75687 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-01-18 06:25:52.208882: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 06:25:52.209342: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450245000 Hz +2023-01-18 06:25:52.330803: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 06:25:52.799932: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 06:25:52.801659: 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.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stdout.txt b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c83aaba2d5da09a8deef07b1662819840424fea --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR754LIN/logfile.modelling.fold_1.ENCSR754LIN.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd275cfc7c750b4db8ee73aff0567361c8af791bc20f68b0f3ee84aed118b08f +size 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"/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.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.batch_loss.tsv b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..c3e8f78c714e31f964a10d7726a34b834b3a9d0f --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.batch_loss.tsv @@ -0,0 +1,43011 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.9070510864257812 1401.643310546875 1261.814208984375 None None None +0 1 191.43751525878906 10518.9482421875 1310.8048095703125 None None None +0 2 128.5353546142578 7436.50634765625 1253.9566650390625 None None None +0 3 96.9144058227539 5844.9150390625 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2.0647552013397217 1154.612060546875 1055.2965087890625 None None None +0 1793 2.0637831687927246 1154.5230712890625 1055.2542724609375 None None None +0 1794 2.062852382659912 1154.4619140625 1055.23779296875 None None None +0 1795 2.0618839263916016 1154.3685302734375 1055.1910400390625 None None None +0 1796 2.060962438583374 1154.2978515625 1055.1646728515625 None None None +0 1797 2.06000018119812 1154.2154541015625 1055.1285400390625 None None None +0 1798 2.059115171432495 1154.1409912109375 1055.0966796875 None None None +0 1799 2.058218479156494 1154.1240234375 1055.122802734375 None None None +0 1800 2.0573060512542725 1154.0660400390625 1055.108642578125 None None None +0 1801 2.0563266277313232 1154.028564453125 1055.1182861328125 None None None +0 1802 2.055387258529663 1153.968505859375 1055.1033935546875 None None None +0 1803 2.054461717605591 1153.955078125 1055.134521484375 None None None +0 1804 2.053554058074951 1153.921875 1055.14501953125 None None None +0 1805 2.0526480674743652 1153.8857421875 1055.1524658203125 None None None +0 1806 2.051739454269409 1153.798828125 1055.1092529296875 None None None +0 1807 2.0507776737213135 1153.7569580078125 1055.1136474609375 None None None +0 1808 2.0498409271240234 1153.6678466796875 1055.0697021484375 None None None +0 1809 2.0488979816436768 1153.58544921875 1055.032470703125 None None None +0 1810 2.0479350090026855 1153.565673828125 1055.0589599609375 None None None +0 1811 2.0470452308654785 1153.4512939453125 1054.987548828125 None None None +0 1812 2.0461812019348145 1153.4281005859375 1055.005859375 None None None +0 1813 2.0453178882598877 1153.330322265625 1054.94970703125 None None None +0 1814 2.0444176197052 1153.2388916015625 1054.9014892578125 None None None +0 1815 2.043442964553833 1153.194091796875 1054.903564453125 None None None +0 1816 2.042454481124878 1153.1251220703125 1054.8822021484375 None None None +0 1817 2.0415658950805664 1153.06494140625 1054.86474609375 None None None 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None +0 1831 2.0296802520751953 1152.1500244140625 1054.521484375 None None None +0 1832 2.0289552211761475 1152.146240234375 1054.552490234375 None None None +0 1833 2.028120279312134 1152.145263671875 1054.591796875 None None None +0 1834 2.027345657348633 1152.05712890625 1054.5408935546875 None None None +0 1835 2.0264883041381836 1152.028564453125 1054.5537109375 None None None +0 1836 2.025649309158325 1152.0020751953125 1054.5675048828125 None None None +0 1837 2.024770498275757 1151.954833984375 1054.5625 None None None +0 1838 2.023900270462036 1151.9034423828125 1054.5531005859375 None None None +0 1839 2.023009777069092 1151.779296875 1054.4718017578125 None None None +0 1840 2.0221564769744873 1151.6956787109375 1054.42919921875 None None None +0 1841 2.0212860107421875 1151.64599609375 1054.42138671875 None None None +0 1842 2.020395517349243 1151.5587158203125 1054.3768310546875 None None None +0 1843 2.0195276737213135 1151.540771484375 1054.400634765625 None None None 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1053.8553466796875 None None None +0 1857 2.007605791091919 1150.445068359375 1053.87841796875 None None None +0 1858 2.006822347640991 1150.3690185546875 1053.8399658203125 None None None +0 1859 2.0059986114501953 1150.2965087890625 1053.80712890625 None None None +0 1860 2.0050950050354004 1150.1834716796875 1053.737548828125 None None None +0 1861 2.0043768882751465 1150.154052734375 1053.7425537109375 None None None +0 1862 2.0037026405334473 1150.1285400390625 1053.74951171875 None None None +0 1863 2.002800703048706 1150.0616455078125 1053.72607421875 None None None +0 1864 2.00209903717041 1149.9837646484375 1053.681884765625 None None None +0 1865 2.0011749267578125 1149.947998046875 1053.6905517578125 None None None +0 1866 2.0003554821014404 1149.9205322265625 1053.70263671875 None None None +0 1867 1.9995543956756592 1149.885498046875 1053.7060546875 None None None +0 1868 1.9986478090286255 1149.77587890625 1053.6400146484375 None None None +0 1869 1.997767448425293 1149.70654296875 1053.6129150390625 None None None +0 1870 1.9969353675842285 1149.6474609375 1053.5938720703125 None None None +0 1871 1.9960440397262573 1149.58740234375 1053.57666015625 None None None +0 1872 1.995156168937683 1149.5296630859375 1053.5616455078125 None None None +0 1873 1.9943245649337769 1149.523193359375 1053.5950927734375 None None None +0 1874 1.9935290813446045 1149.478759765625 1053.5889892578125 None None None +0 1875 1.9926687479019165 1149.3477783203125 1053.499267578125 None None None +0 1876 1.9918025732040405 1149.2889404296875 1053.482177734375 None None None +0 1877 1.990994930267334 1149.207763671875 1053.4398193359375 None None None +0 1878 1.9901514053344727 1149.1324462890625 1053.405029296875 None None None +0 1879 1.9893654584884644 1149.1009521484375 1053.411376953125 None None None +0 1880 1.9885265827178955 1149.0654296875 1053.4161376953125 None None None +0 1881 1.9878240823745728 1148.958251953125 1053.3426513671875 None None None +0 1882 1.987037181854248 1148.9307861328125 1053.3529052734375 None None None +0 1883 1.9862369298934937 1148.8922119140625 1053.3529052734375 None None None +0 1884 1.985504388809204 1148.8662109375 1053.3621826171875 None None None +0 1885 1.9846854209899902 1148.7974853515625 1053.332763671875 None None None +0 1886 1.9838895797729492 1148.740234375 1053.3138427734375 None None None +0 1887 1.9830724000930786 1148.6873779296875 1053.30029296875 None None None +0 1888 1.9822285175323486 1148.620361328125 1053.27392578125 None None None +0 1889 1.981390118598938 1148.5667724609375 1053.2606201171875 None None None +0 1890 1.9805684089660645 1148.4639892578125 1053.1973876953125 None None None +0 1891 1.9797827005386353 1148.37646484375 1053.1475830078125 None None None +0 1892 1.978954553604126 1148.354248046875 1053.1651611328125 None None None +0 1893 1.978153944015503 1148.3056640625 1053.1551513671875 None None None +0 1894 1.9773555994033813 1148.2457275390625 1053.1336669921875 None None None +0 1895 1.9765862226486206 1148.1939697265625 1053.118896484375 None None None +0 1896 1.9757086038589478 1148.13916015625 1053.1063232421875 None None None +0 1897 1.9748352766036987 1148.04443359375 1053.0535888671875 None None None +0 1898 1.9740540981292725 1147.9920654296875 1053.0386962890625 None None None +0 1899 1.9732249975204468 1147.963134765625 1053.0496826171875 None None None +0 1900 1.9724116325378418 1147.818603515625 1052.9443359375 None None None +0 1901 1.9715564250946045 1147.7628173828125 1052.9295654296875 None None None +0 1902 1.9707387685775757 1147.6905517578125 1052.8966064453125 None None None +0 1903 1.969931721687317 1147.650634765625 1052.8955078125 None None None +0 1904 1.9691359996795654 1147.5780029296875 1052.8609619140625 None None None +0 1905 1.9682502746582031 1147.4964599609375 1052.8221435546875 None None None +0 1906 1.9674391746520996 1147.4315185546875 1052.796142578125 None None None +0 1907 1.9665745496749878 1147.38134765625 1052.7877197265625 None None None +0 1908 1.9657360315322876 1147.3414306640625 1052.7880859375 None None None +0 1909 1.9649462699890137 1147.307861328125 1052.7926025390625 None None None +0 1910 1.9641339778900146 1147.242431640625 1052.7662353515625 None None None +0 1911 1.963338851928711 1147.22265625 1052.78466796875 None None None +0 1912 1.9624394178390503 1147.143798828125 1052.7490234375 None None None +0 1913 1.961582064628601 1147.100830078125 1052.747314453125 None None None +0 1914 1.9607971906661987 1147.0582275390625 1052.742431640625 None None None +0 1915 1.960012435913086 1146.9815673828125 1052.70361328125 None None None +0 1916 1.9591724872589111 1146.9676513671875 1052.72998046875 None None None +0 1917 1.9583351612091064 1146.901611328125 1052.7041015625 None None None +0 1918 1.957527756690979 1146.9166259765625 1052.7579345703125 None None None +0 1919 1.9567509889602661 1146.84521484375 1052.723876953125 None None None +0 1920 1.9560253620147705 1146.79833984375 1052.7119140625 None None None +0 1921 1.955267071723938 1146.7724609375 1052.7225341796875 None None None +0 1922 1.9545284509658813 1146.7314453125 1052.717041015625 None None None +0 1923 1.9536769390106201 1146.6209716796875 1052.6475830078125 None None None +0 1924 1.952873945236206 1146.5675048828125 1052.6326904296875 None None None +0 1925 1.9520870447158813 1146.44970703125 1052.5528564453125 None None None +0 1926 1.9512947797775269 1146.431884765625 1052.572998046875 None None None +0 1927 1.950445532798767 1146.397705078125 1052.5797119140625 None None None +0 1928 1.9496084451675415 1146.292236328125 1052.5145263671875 None None None +0 1929 1.9488160610198975 1146.2589111328125 1052.5194091796875 None None None +0 1930 1.9479598999023438 1146.1552734375 1052.4569091796875 None None None +0 1931 1.9471226930618286 1146.0853271484375 1052.42724609375 None None None +0 1932 1.9462844133377075 1146.0677490234375 1052.4500732421875 None None None +0 1933 1.9454872608184814 1146.0517578125 1052.472412109375 None None None +0 1934 1.944680094718933 1145.956787109375 1052.416259765625 None None None +0 1935 1.9438592195510864 1145.8612060546875 1052.3602294921875 None None None +0 1936 1.942994475364685 1145.73095703125 1052.271484375 None None None +0 1937 1.9421314001083374 1145.6407470703125 1052.2227783203125 None None None +0 1938 1.9412728548049927 1145.5791015625 1052.202392578125 None None None +0 1939 1.9405514001846313 1145.530029296875 1052.1881103515625 None None None +0 1940 1.9397308826446533 1145.5435791015625 1052.2410888671875 None None None +0 1941 1.9389349222183228 1145.5023193359375 1052.2381591796875 None None None +0 1942 1.9381393194198608 1145.4144287109375 1052.1884765625 None None None +0 1943 1.9373364448547363 1145.3857421875 1052.1982421875 None None None +0 1944 1.9364954233169556 1145.3546142578125 1052.2076416015625 None None None +0 1945 1.9356350898742676 1145.3297119140625 1052.22412109375 None None None +0 1946 1.934885859489441 1145.2353515625 1052.1658935546875 None None None +0 1947 1.934094786643982 1145.16748046875 1052.135986328125 None None None +0 1948 1.9332891702651978 1145.1175537109375 1052.124755859375 None None None +0 1949 1.9325475692749023 1145.048828125 1052.091796875 None None None +0 1950 1.93183434009552 1145.003173828125 1052.08056640625 None None None +0 1951 1.9310734272003174 1144.9388427734375 1052.0526123046875 None None None +0 1952 1.9302399158477783 1144.8831787109375 1052.0369873046875 None None None +0 1953 1.9294945001602173 1144.7972412109375 1051.9869384765625 None None None +0 1954 1.9287078380584717 1144.7230224609375 1051.9505615234375 None None None +0 1955 1.927976369857788 1144.6600341796875 1051.9227294921875 None None None +0 1956 1.927155613899231 1144.5679931640625 1051.8702392578125 None None None +0 1957 1.9263215065002441 1144.4761962890625 1051.8187255859375 None None None +0 1958 1.9254952669143677 1144.4351806640625 1051.8173828125 None None None +0 1959 1.9247099161148071 1144.373046875 1051.7930908203125 None None None +0 1960 1.923967957496643 1144.3067626953125 1051.762451171875 None None None +0 1961 1.9231703281402588 1144.2066650390625 1051.70068359375 None None None +0 1962 1.9223989248275757 1144.14990234375 1051.6810302734375 None None None +0 1963 1.9216978549957275 1144.0631103515625 1051.6280517578125 None None None +0 1964 1.9209049940109253 1144.041748046875 1051.644775390625 None None None +0 1965 1.9201633930206299 1143.9510498046875 1051.5897216796875 None None None +0 1966 1.9193388223648071 1143.9730224609375 1051.6513671875 None None None +0 1967 1.9185477495193481 1143.8953857421875 1051.61181640625 None None None +0 1968 1.9177305698394775 1143.8314208984375 1051.587158203125 None None None +0 1969 1.9169304370880127 1143.8031005859375 1051.5972900390625 None None None +0 1970 1.9160789251327515 1143.7747802734375 1051.6099853515625 None None None +0 1971 1.9152824878692627 1143.7303466796875 1051.60400390625 None None None +0 1972 1.91451096534729 1143.6912841796875 1051.6019287109375 None None None +0 1973 1.9136955738067627 1143.6016845703125 1051.551513671875 None None None +0 1974 1.9129414558410645 1143.5316162109375 1051.517822265625 None None None +0 1975 1.9121429920196533 1143.5155029296875 1051.5400390625 None None None +0 1976 1.9113413095474243 1143.544677734375 1051.6077880859375 None None None +0 1977 1.9106696844100952 1143.4879150390625 1051.583251953125 None None None +0 1978 1.909846544265747 1143.447998046875 1051.5830078125 None None None +0 1979 1.9090873003005981 1143.37841796875 1051.5499267578125 None None None +0 1980 1.9083248376846313 1143.3585205078125 1051.566650390625 None None None +0 1981 1.9076058864593506 1143.299072265625 1051.541748046875 None None None +0 1982 1.906784176826477 1143.23828125 1051.5205078125 None None None +0 1983 1.9061310291290283 1143.1376953125 1051.4512939453125 None None None +0 1984 1.9053274393081665 1143.070068359375 1051.4222412109375 None None None +0 1985 1.9046485424041748 1143.04296875 1051.4278564453125 None None None +0 1986 1.9039121866226196 1143.0966796875 1051.51708984375 None None None +0 1987 1.90316903591156 1143.03076171875 1051.4869384765625 None None None +0 1988 1.9023375511169434 1142.935302734375 1051.431396484375 None None None +0 1989 1.9016189575195312 1142.8675537109375 1051.3983154296875 None None None +0 1990 1.9008411169052124 1142.8179931640625 1051.3861083984375 None None None +0 1991 1.9001232385635376 1142.7933349609375 1051.39599609375 None None None +0 1992 1.8993066549301147 1142.715087890625 1051.3570556640625 None None None +0 1993 1.898579716682434 1142.6024169921875 1051.2794189453125 None None None +0 1994 1.8977644443511963 1142.5714111328125 1051.28759765625 None None None +0 1995 1.8969897031784058 1142.498046875 1051.2515869140625 None None None +0 1996 1.896268367767334 1142.408935546875 1051.197265625 None None None 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0.2709759771823883 984.2219848632812 971.1863403320312 None None None +4 1946 0.2709604799747467 984.2263793945312 971.1914672851562 None None None +4 1947 0.27094167470932007 984.2202758789062 971.1863403320312 None None None +4 1948 0.27097442746162415 984.2014770507812 971.1658935546875 None None None +4 1949 0.27104100584983826 984.2274780273438 971.188720703125 None None None +4 1950 0.2710408866405487 984.191162109375 971.1524047851562 None None None +4 1951 0.2710370421409607 984.206298828125 971.167724609375 None None None +4 1952 0.2710544764995575 984.19482421875 971.155517578125 None None None +4 1953 0.2710188925266266 984.213623046875 971.176025390625 None None None +4 1954 0.27106794714927673 984.2314453125 971.1914672851562 None None None +4 1955 0.2710951864719391 984.24267578125 971.2013549804688 None None None +4 1956 0.2711038887500763 984.2098388671875 971.1680908203125 None None None +4 1957 0.27112892270088196 984.1575927734375 971.1145629882812 None None None +4 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None +7 1980 0.2385631799697876 972.5599975585938 961.0855102539062 None None None +7 1981 0.2385912835597992 972.5630493164062 961.0872192382812 None None None +7 1982 0.23861616849899292 972.548583984375 961.071533203125 None None None +7 1983 0.23861205577850342 972.513671875 961.0368041992188 None None None +7 1984 0.2386460155248642 972.5120239257812 961.0335083007812 None None None +7 1985 0.23863357305526733 972.533935546875 961.0559692382812 None None None +7 1986 0.23861362040042877 972.5443115234375 961.0673217773438 None None None +7 1987 0.23863105475902557 972.5450439453125 961.0671997070312 None None None +7 1988 0.23864257335662842 972.5165405273438 961.0381469726562 None None None +7 1989 0.23864838480949402 972.4902954101562 961.0116577148438 None None None +7 1990 0.2386358380317688 972.5064086914062 961.0283813476562 None None None +7 1991 0.23870155215263367 972.5104370117188 961.0292358398438 None None None +7 1992 0.23869222402572632 972.52490234375 961.044189453125 None None None +7 1993 0.23872040212154388 972.513916015625 961.0317993164062 None None None +7 1994 0.2387545108795166 972.4862060546875 961.00244140625 None None None +7 1995 0.2387123703956604 972.514404296875 961.0326538085938 None None None +7 1996 0.23873470723628998 972.5509033203125 961.0680541992188 None None None +7 1997 0.23873063921928406 972.5509033203125 961.068359375 None None None +7 1998 0.23873953521251678 972.5382080078125 961.0552368164062 None None None +7 1999 0.2387198954820633 972.536865234375 961.0548095703125 None None None +7 2000 0.23869596421718597 972.50390625 961.0230102539062 None None None +7 2001 0.23869119584560394 972.4783325195312 960.9976806640625 None None None +7 2002 0.23866745829582214 972.4603271484375 960.9807739257812 None None None +7 2003 0.2386668622493744 972.4330444335938 960.9535522460938 None None None +7 2004 0.2386731654405594 972.4434814453125 960.963623046875 None None None +7 2005 0.23870688676834106 972.445556640625 960.9640502929688 None None None +7 2006 0.2387012094259262 972.362060546875 960.8807983398438 None None None +7 2007 0.23866109549999237 972.3370361328125 960.857666015625 None None None +7 2008 0.23867473006248474 972.30615234375 960.8262329101562 None None None +7 2009 0.2386751025915146 972.3027954101562 960.8228149414062 None None None +7 2010 0.23865841329097748 972.2984008789062 960.8192138671875 None None None +7 2011 0.23865731060504913 972.2966918945312 960.8175659179688 None None None +7 2012 0.23863233625888824 972.2923583984375 960.8143920898438 None None None +7 2013 0.238644540309906 972.2874145507812 960.808837890625 None None None +7 2014 0.23869408667087555 972.2716674804688 960.7906494140625 None None None +7 2015 0.23871782422065735 972.2830200195312 960.8009033203125 None None None +7 2016 0.23871029913425446 972.2528076171875 960.7710571289062 None None None +7 2017 0.23870161175727844 972.2409057617188 960.759521484375 None None None +7 2018 0.23868350684642792 972.2383422851562 960.7578735351562 None None None +7 2019 0.2386464774608612 972.26708984375 960.788330078125 None None None +7 2020 0.23865769803524017 972.2698974609375 960.7906494140625 None None None +7 2021 0.23866383731365204 972.249267578125 960.7697143554688 None None None +7 2022 0.23867188394069672 972.2455444335938 960.765625 None None None +7 2023 0.2386929839849472 972.2324829101562 960.7515869140625 None None None +7 2024 0.23867234587669373 972.2392578125 960.7593383789062 None None None +7 2025 0.23867446184158325 972.208251953125 960.7282104492188 None None None +7 2026 0.23868109285831451 972.2638549804688 960.7835083007812 None None None +7 2027 0.23865841329097748 972.2882080078125 960.8088989257812 None None None +7 2028 0.23863394558429718 972.2783813476562 960.80029296875 None None None +7 2029 0.23861238360404968 972.302001953125 960.824951171875 None None None +7 2030 0.2385706752538681 972.2673950195312 960.7923583984375 None None None +7 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None None +8 1899 0.23091883957386017 970.8388671875 959.7310180664062 None None None +8 1900 0.2309027910232544 970.8475341796875 959.7404174804688 None None None +8 1901 0.2310609072446823 970.80908203125 959.6943969726562 None None None +8 1902 0.2310369610786438 970.7932739257812 959.6797485351562 None None None +8 1903 0.23105205595493317 970.8111572265625 959.6968383789062 None None None +8 1904 0.2311169058084488 970.8735961914062 959.7562255859375 None None None +8 1905 0.2311439961194992 970.8497924804688 959.7311401367188 None None None +8 1906 0.231157124042511 970.8579711914062 959.73876953125 None None None +8 1907 0.23115785419940948 970.9244995117188 959.8052368164062 None None None +8 1908 0.23125717043876648 970.9253540039062 959.8013305664062 None None None +8 1909 0.23127220571041107 970.8726806640625 959.7478637695312 None None None +8 1910 0.23129642009735107 970.8955078125 959.76953125 None None None +8 1911 0.231370747089386 970.8860473632812 959.7565307617188 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0.23164156079292297 970.8861083984375 959.743408203125 None None None +8 1938 0.23161494731903076 970.8646850585938 959.7232666015625 None None None +8 1939 0.23164844512939453 970.8906860351562 959.7476806640625 None None None +8 1940 0.2316165268421173 970.9027709960938 959.7612915039062 None None None +8 1941 0.23164406418800354 970.93017578125 959.7874755859375 None None None +8 1942 0.23160876333713531 970.963134765625 959.8220825195312 None None None +8 1943 0.23155996203422546 970.9171752929688 959.7784423828125 None None None +8 1944 0.23155681788921356 970.9161376953125 959.7775268554688 None None None +8 1945 0.23160339891910553 970.9607543945312 959.8199462890625 None None None +8 1946 0.23161350190639496 971.017333984375 959.8760375976562 None None None +8 1947 0.23161882162094116 971.0365600585938 959.8949584960938 None None None +8 1948 0.23163896799087524 971.0613403320312 959.9188232421875 None None None +8 1949 0.23168030381202698 971.05908203125 959.91455078125 None None None +8 1950 0.23166094720363617 971.1173706054688 959.9738159179688 None None None +8 1951 0.2316785454750061 971.1542358398438 960.0098876953125 None None None +8 1952 0.23167429864406586 971.154052734375 960.0098876953125 None None None +8 1953 0.23168820142745972 971.174560546875 960.0297241210938 None None None +8 1954 0.23166003823280334 971.1414794921875 959.998046875 None None None +8 1955 0.23163224756717682 971.096923828125 959.9547729492188 None None None +8 1956 0.23156791925430298 971.1544189453125 960.0153198242188 None None None +8 1957 0.2315608710050583 971.1109619140625 959.9722900390625 None None None +8 1958 0.23154601454734802 971.1436767578125 960.0056762695312 None None None +8 1959 0.2315770536661148 971.1312866210938 959.9917602539062 None None None +8 1960 0.23152613639831543 971.142822265625 960.0057983398438 None None None +8 1961 0.23150019347667694 971.1630249023438 960.0272216796875 None None None +8 1962 0.231501504778862 971.1624755859375 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971.1260986328125 959.9905395507812 None None None +8 1976 0.2314920574426651 971.1244506835938 959.9890747070312 None None None +8 1977 0.231546550989151 971.1444091796875 960.0064086914062 None None None +8 1978 0.23152941465377808 971.1473388671875 960.0101318359375 None None None +8 1979 0.23149025440216064 971.1996459960938 960.0643310546875 None None None +8 1980 0.23147189617156982 971.199951171875 960.0654907226562 None None None +8 1981 0.23150408267974854 971.2127685546875 960.0767822265625 None None None +8 1982 0.2314525842666626 971.2578735351562 960.1243286132812 None None None +8 1983 0.23147471249103546 971.2642211914062 960.1296997070312 None None None +8 1984 0.23149584233760834 971.2239990234375 960.08837890625 None None None +8 1985 0.2314969003200531 971.222412109375 960.0867919921875 None None None +8 1986 0.2314901500940323 971.2587280273438 960.1234130859375 None None None +8 1987 0.23151622712612152 971.2645263671875 960.1279907226562 None None None +8 1988 0.23150503635406494 971.2083129882812 960.0723266601562 None None None +8 1989 0.23151718080043793 971.2093505859375 960.0728149414062 None None None +8 1990 0.2315215915441513 971.2115478515625 960.0748291015625 None None None +8 1991 0.23156006634235382 971.2467041015625 960.108154296875 None None None +8 1992 0.23158524930477142 971.2686157226562 960.1288452148438 None None None +8 1993 0.23154482245445251 971.3361206054688 960.1983032226562 None None None +8 1994 0.2315540909767151 971.3147583007812 960.176513671875 None None None +8 1995 0.23165373504161835 971.2905883789062 960.1475219726562 None None None +8 1996 0.23166365921497345 971.3035888671875 960.1599731445312 None None None +8 1997 0.2316780388355255 971.3096313476562 960.1653442382812 None None None +8 1998 0.23170363903045654 971.3150634765625 960.1696166992188 None None None +8 1999 0.23174531757831573 971.3015747070312 960.154052734375 None None None +8 2000 0.23179055750370026 971.2483520507812 960.0986938476562 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0.21835559606552124 966.5399169921875 956.036865234375 None None None +10 1852 0.21835751831531525 966.5452880859375 956.0421752929688 None None None +10 1853 0.2183230072259903 966.5747680664062 956.0733642578125 None None None +10 1854 0.2183564305305481 966.5653076171875 956.0623168945312 None None None +10 1855 0.2183637022972107 966.5377197265625 956.0343627929688 None None None +10 1856 0.21839167177677155 966.5133666992188 956.0086669921875 None None None +10 1857 0.21840156614780426 966.5368041992188 956.0316772460938 None None None +10 1858 0.21838438510894775 966.610595703125 956.106201171875 None None None +10 1859 0.21838423609733582 966.6511840820312 956.1467895507812 None None None +10 1860 0.21842853724956512 966.6212158203125 956.1146850585938 None None None +10 1861 0.21849258244037628 966.58837890625 956.0787963867188 None None None +10 1862 0.2185499221086502 966.5560302734375 956.0436401367188 None None None +10 1863 0.21858632564544678 966.56591796875 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0.21890436112880707 966.3485107421875 955.8190307617188 None None None +10 1877 0.21894007921218872 966.32763671875 955.79638671875 None None None +10 1878 0.21891508996486664 966.3246459960938 955.7946166992188 None None None +10 1879 0.2189282774925232 966.3226318359375 955.7919311523438 None None None +10 1880 0.21900759637355804 966.3626098632812 955.8280639648438 None None None +10 1881 0.21899595856666565 966.363037109375 955.8290405273438 None None None +10 1882 0.2189587950706482 966.4014892578125 955.8693237304688 None None None +10 1883 0.21898558735847473 966.3964233398438 955.863037109375 None None None +10 1884 0.21901977062225342 966.3285522460938 955.79345703125 None None None +10 1885 0.21904835104942322 966.3084106445312 955.77197265625 None None None +10 1886 0.2190779596567154 966.2609252929688 955.7230224609375 None None None +10 1887 0.21909400820732117 966.24951171875 955.7108764648438 None None None +10 1888 0.2191530019044876 966.2536010742188 955.7120361328125 None None None +10 1889 0.21916396915912628 966.2548828125 955.7128295898438 None None None +10 1890 0.2191431075334549 966.239501953125 955.6984252929688 None None None +10 1891 0.21917685866355896 966.2301025390625 955.6874389648438 None None None +10 1892 0.21918492019176483 966.2013549804688 955.6582641601562 None None None +10 1893 0.2192034274339676 966.1790771484375 955.6351318359375 None None None +10 1894 0.2191820591688156 966.1489868164062 955.6060791015625 None None None +10 1895 0.21927234530448914 966.1705932617188 955.6233520507812 None None None +10 1896 0.21929818391799927 966.1235961914062 955.5751342773438 None None None +10 1897 0.21930794417858124 966.1845092773438 955.6355590820312 None None None +10 1898 0.21930712461471558 966.2252807617188 955.67626953125 None None None +10 1899 0.21933047473430634 966.2593383789062 955.7092895507812 None None None +10 1900 0.2193315327167511 966.2593383789062 955.709228515625 None None None +10 1901 0.21931704878807068 966.2676391601562 955.7182006835938 None None None +10 1902 0.21932652592658997 966.3091430664062 955.75927734375 None None None +10 1903 0.21940284967422485 966.2848510742188 955.7313842773438 None None None +10 1904 0.21942588686943054 966.3715209960938 955.81689453125 None None None +10 1905 0.2194603979587555 966.3820190429688 955.8257446289062 None None None +10 1906 0.2194584310054779 966.3701171875 955.8139038085938 None None None +10 1907 0.2194528728723526 966.3685302734375 955.8126220703125 None None None +10 1908 0.21944762766361237 966.3776245117188 955.822021484375 None None None +10 1909 0.2195393443107605 966.3114013671875 955.7514038085938 None None None +10 1910 0.21954567730426788 966.2713012695312 955.7109375 None None None +10 1911 0.21951431035995483 966.2454223632812 955.6865844726562 None None None +10 1912 0.2195175290107727 966.2150268554688 955.6560668945312 None None None +10 1913 0.21953502297401428 966.22119140625 955.6613159179688 None None None +10 1914 0.21956688165664673 966.2618408203125 955.7003784179688 None None None +10 1915 0.21956279873847961 966.290771484375 955.7295532226562 None None None +10 1916 0.21953430771827698 966.2674560546875 955.7075805664062 None None None +10 1917 0.2195136845111847 966.2814331054688 955.7225341796875 None None None +10 1918 0.21957018971443176 966.2706298828125 955.7090454101562 None None None +10 1919 0.21953536570072174 966.2750244140625 955.715087890625 None None None +10 1920 0.21950361132621765 966.258056640625 955.69970703125 None None None +10 1921 0.21954602003097534 966.2325439453125 955.6721801757812 None None None +10 1922 0.21954435110092163 966.2605590820312 955.7001342773438 None None None +10 1923 0.21956823766231537 966.2461547851562 955.6846313476562 None None None +10 1924 0.2195543646812439 966.2477416992188 955.6868896484375 None None None +10 1925 0.219577357172966 966.27734375 955.71533203125 None None None +10 1926 0.21958358585834503 966.2635498046875 955.7012939453125 None None None +10 1927 0.21957989037036896 966.260498046875 955.698486328125 None None None +10 1928 0.2195846140384674 966.2406005859375 955.6783447265625 None None None +10 1929 0.21958337724208832 966.2528076171875 955.6906127929688 None None None +10 1930 0.21956874430179596 966.257080078125 955.695556640625 None None None +10 1931 0.2195441722869873 966.27099609375 955.710693359375 None None None +10 1932 0.21949952840805054 966.2789306640625 955.7207641601562 None None None +10 1933 0.2194838970899582 966.286865234375 955.7294311523438 None None None +10 1934 0.21949824690818787 966.2805786132812 955.7224731445312 None None None +10 1935 0.21949490904808044 966.3182983398438 955.7604370117188 None None None +10 1936 0.21948908269405365 966.337890625 955.7802734375 None None None +10 1937 0.2194715440273285 966.342529296875 955.7857055664062 None None None +10 1938 0.21954718232154846 966.304931640625 955.7444458007812 None None None +10 1939 0.21955354511737823 966.2808227539062 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0.21940141916275024 966.2669677734375 955.713623046875 None None None +10 1953 0.21940040588378906 966.2583618164062 955.7050170898438 None None None +10 1954 0.2193620651960373 966.2861938476562 955.7347412109375 None None None +10 1955 0.21935437619686127 966.2794799804688 955.7283935546875 None None None +10 1956 0.21932990849018097 966.3192749023438 955.7693481445312 None None None +10 1957 0.2193126529455185 966.31396484375 955.7649536132812 None None None +10 1958 0.2193114310503006 966.349609375 955.8006591796875 None None None +10 1959 0.21932938694953918 966.3826904296875 955.8328857421875 None None None +10 1960 0.21935202181339264 966.3804321289062 955.8295288085938 None None None +10 1961 0.21935482323169708 966.3634033203125 955.8123779296875 None None None +10 1962 0.21935653686523438 966.4065551757812 955.8554077148438 None None None +10 1963 0.21936655044555664 966.373779296875 955.8222045898438 None None None +10 1964 0.21934477984905243 966.4224243164062 955.871826171875 None None None +10 1965 0.2192990779876709 966.490234375 955.9418334960938 None None None +10 1966 0.21927738189697266 966.4922485351562 955.9449462890625 None None None +10 1967 0.21934255957603455 966.4674682617188 955.9169921875 None None None +10 1968 0.219345360994339 966.5023803710938 955.9517822265625 None None None +10 1969 0.2193407267332077 966.5250854492188 955.9747314453125 None None None +10 1970 0.21933914721012115 966.5022583007812 955.951904296875 None None None +10 1971 0.21934175491333008 966.4752197265625 955.9248046875 None None None +10 1972 0.21931235492229462 966.5164794921875 955.9674682617188 None None None +10 1973 0.2193221151828766 966.5119018554688 955.96240234375 None None None +10 1974 0.21934130787849426 966.4818115234375 955.9313354492188 None None None +10 1975 0.21930931508541107 966.454345703125 955.9054565429688 None None None +10 1976 0.21935467422008514 966.4548950195312 955.90380859375 None None None +10 1977 0.21937325596809387 966.4764404296875 955.9244384765625 None None None +10 1978 0.2193676084280014 966.4337768554688 955.8820190429688 None None None +10 1979 0.21938027441501617 966.4439697265625 955.8916015625 None None None +10 1980 0.21934586763381958 966.4546508789062 955.9039916992188 None None None +10 1981 0.21933017671108246 966.4539794921875 955.9041137695312 None None None +10 1982 0.21933674812316895 966.4921264648438 955.9419555664062 None None None +10 1983 0.21936674416065216 966.4771728515625 955.925537109375 None None None +10 1984 0.2193818837404251 966.4557495117188 955.9034423828125 None None None +10 1985 0.219354048371315 966.459716796875 955.90869140625 None None None +10 1986 0.21935729682445526 966.48046875 955.9292602539062 None None None +10 1987 0.2193402498960495 966.5020141601562 955.95166015625 None None None +10 1988 0.21933840215206146 966.4755859375 955.92529296875 None None None +10 1989 0.2193332463502884 966.4789428710938 955.9288330078125 None None None +10 1990 0.21933086216449738 966.49169921875 955.9417114257812 None None None +10 1991 0.21932171285152435 966.502685546875 955.953125 None None None +10 1992 0.21931853890419006 966.540283203125 955.990966796875 None None None +10 1993 0.21930906176567078 966.5374145507812 955.9884033203125 None None None +10 1994 0.21929176151752472 966.5691528320312 956.02099609375 None None None +10 1995 0.21929818391799927 966.5560302734375 956.007568359375 None None None +10 1996 0.21928977966308594 966.5955200195312 956.0474853515625 None None None +10 1997 0.21925640106201172 966.634521484375 956.0880737304688 None None None +10 1998 0.21924005448818207 966.659912109375 956.1141967773438 None None None +10 1999 0.21929679811000824 966.6895141601562 956.14111328125 None None None +10 2000 0.21925923228263855 966.7006225585938 956.154052734375 None None None +10 2001 0.21930401027202606 966.7139282226562 956.1651611328125 None None None +10 2002 0.21929916739463806 966.7439575195312 956.1954345703125 None None None +10 2003 0.21929609775543213 966.7139892578125 956.1655883789062 None None None +10 2004 0.2193465679883957 966.7271118164062 956.17626953125 None None None +10 2005 0.2193555235862732 966.6967163085938 956.1454467773438 None None None +10 2006 0.219310000538826 966.7216796875 956.1725463867188 None None None +10 2007 0.21930235624313354 966.6810302734375 956.13232421875 None None None +10 2008 0.21933123469352722 966.6724853515625 956.1223754882812 None None None +10 2009 0.21931079030036926 966.6651000976562 956.1159057617188 None None None +10 2010 0.21931874752044678 966.6427612304688 956.0932006835938 None None None +10 2011 0.21930092573165894 966.6365356445312 956.087890625 None None None +10 2012 0.21930524706840515 966.6299438476562 956.0810546875 None None None +10 2013 0.21931511163711548 966.5961303710938 956.0467529296875 None None None +10 2014 0.21930423378944397 966.6228637695312 956.0740966796875 None None None +10 2015 0.2193138301372528 966.6152954101562 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0.2193530797958374 966.6287841796875 956.0777587890625 None None None +10 2029 0.2193409502506256 966.6138305664062 956.0634765625 None None None +10 2030 0.21932345628738403 966.623291015625 956.0737915039062 None None None +10 2031 0.2193051129579544 966.5990600585938 956.0504150390625 None None None +10 2032 0.219286248087883 966.57275390625 956.0250854492188 None None None +10 2033 0.21929354965686798 966.5589599609375 956.0109252929688 None None None +10 2034 0.2192959189414978 966.5900268554688 956.0418090820312 None None None +10 2035 0.2193281203508377 966.584716796875 956.034912109375 None None None +10 2036 0.21934804320335388 966.5909423828125 956.0402221679688 None None None +10 2037 0.21939697861671448 966.5538940429688 956.0007934570312 None None None +10 2038 0.2193782925605774 966.574462890625 956.022216796875 None None None +10 2039 0.21941635012626648 966.5550537109375 956.0009765625 None None None +10 2040 0.2194157838821411 966.55029296875 955.9962158203125 None 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0.18424953520298004 952.2279663085938 943.3655395507812 None None None +12 1848 0.1842794120311737 952.2386474609375 943.3748168945312 None None None +12 1849 0.18428301811218262 952.24755859375 943.383544921875 None None None +12 1850 0.1842992901802063 952.2382202148438 943.3733520507812 None None None +12 1851 0.18433043360710144 952.1857299804688 943.3193359375 None None None +12 1852 0.1843014657497406 952.1542358398438 943.2891845703125 None None None +12 1853 0.18429335951805115 952.138671875 943.2741088867188 None None None +12 1854 0.1842801421880722 952.1482543945312 943.2842407226562 None None None +12 1855 0.18427641689777374 952.1480712890625 943.2842407226562 None None None +12 1856 0.18427930772304535 952.1397094726562 943.2756958007812 None None None +12 1857 0.18428188562393188 952.1585083007812 943.29443359375 None None None +12 1858 0.18434332311153412 952.11376953125 943.2467041015625 None None None +12 1859 0.18437151610851288 952.075927734375 943.20751953125 None 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0.18425621092319489 952.094970703125 943.2321166992188 None None None +12 1886 0.1842443346977234 952.0833129882812 943.2210693359375 None None None +12 1887 0.1842053234577179 952.0477905273438 943.1873779296875 None None None +12 1888 0.18421795964241028 952.0159301757812 943.1549072265625 None None None +12 1889 0.18422655761241913 952.010498046875 943.1490478515625 None None None +12 1890 0.18423967063426971 952.0076293945312 943.1455078125 None None None +12 1891 0.18426847457885742 952.051025390625 943.1875 None None None +12 1892 0.1842668205499649 952.0145874023438 943.151123046875 None None None +12 1893 0.18424645066261292 952.0362548828125 943.1737670898438 None None None +12 1894 0.1842220276594162 952.057861328125 943.1965942382812 None None None +12 1895 0.18421342968940735 952.0577392578125 943.1969604492188 None None None +12 1896 0.18421456217765808 952.0299682617188 943.1691284179688 None None None +12 1897 0.1842079609632492 952.0548095703125 943.1942749023438 None None None +12 1898 0.18417894840240479 952.0889892578125 943.2298583984375 None None None +12 1899 0.18416112661361694 952.0381469726562 943.1798706054688 None None None +12 1900 0.18420594930648804 952.0305786132812 943.1701049804688 None None None +12 1901 0.18420632183551788 952.07958984375 943.2191162109375 None None None +12 1902 0.1842202991247177 952.0856323242188 943.2245483398438 None None None +12 1903 0.18422356247901917 952.064208984375 943.2029418945312 None None None +12 1904 0.18427935242652893 952.0364990234375 943.1724853515625 None None None +12 1905 0.1842946857213974 951.9901733398438 943.12548828125 None None None +12 1906 0.18431134521961212 951.9973754882812 943.1318969726562 None None None +12 1907 0.1842959076166153 952.0489501953125 943.1841430664062 None None None +12 1908 0.18434180319309235 952.0839233398438 943.2169189453125 None None None +12 1909 0.18437498807907104 952.0465698242188 943.1780395507812 None None None +12 1910 0.1843758523464203 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None None +12 1936 0.18412193655967712 952.18701171875 943.330810546875 None None None +12 1937 0.18411916494369507 952.1669921875 943.3109130859375 None None None +12 1938 0.18411800265312195 952.1727905273438 943.3167114257812 None None None +12 1939 0.18409688770771027 952.1578979492188 943.3028564453125 None None None +12 1940 0.18411432206630707 952.1491088867188 943.293212890625 None None None +12 1941 0.1840905100107193 952.1077270507812 943.2530517578125 None None None +12 1942 0.18410411477088928 952.094970703125 943.2395629882812 None None None +12 1943 0.18410201370716095 952.114990234375 943.2597045898438 None None None +12 1944 0.18408016860485077 952.1238403320312 943.2695922851562 None None None +12 1945 0.18411096930503845 952.106689453125 943.2509765625 None None None +12 1946 0.18414580821990967 952.1302490234375 943.2728881835938 None None None +12 1947 0.1841745376586914 952.07470703125 943.2159423828125 None None None +12 1948 0.18417666852474213 952.0269165039062 943.1680908203125 None None None +12 1949 0.18417328596115112 952.01416015625 943.155517578125 None None None +12 1950 0.18418850004673004 951.9866943359375 943.1273193359375 None None None +12 1951 0.18416878581047058 951.9716796875 943.11328125 None None None +12 1952 0.18414269387722015 951.971923828125 943.11474609375 None None None +12 1953 0.1841566264629364 952.0446166992188 943.186767578125 None None None +12 1954 0.18414823710918427 952.0222778320312 943.164794921875 None None None +12 1955 0.18415014445781708 952.0189208984375 943.1613159179688 None None None +12 1956 0.1841822862625122 952.0166625976562 943.1575317382812 None None None +12 1957 0.1841754913330078 952.0614624023438 943.20263671875 None None None +12 1958 0.18419529497623444 952.1197509765625 943.2599487304688 None None None +12 1959 0.18418268859386444 952.1168212890625 943.2576293945312 None None None +12 1960 0.18417786061763763 952.1397705078125 943.2808227539062 None None None +12 1961 0.18418222665786743 952.1981811523438 943.3389282226562 None None None +12 1962 0.1841936707496643 952.2354736328125 943.375732421875 None None None +12 1963 0.1842031329870224 952.2705688476562 943.4103393554688 None None None +12 1964 0.1842147409915924 952.2471313476562 943.3864135742188 None None None +12 1965 0.18423886597156525 952.2405395507812 943.378662109375 None None None +12 1966 0.18424658477306366 952.2236938476562 943.3613891601562 None None None +12 1967 0.18427066504955292 952.2051391601562 943.3416748046875 None None None +12 1968 0.1843051165342331 952.2985229492188 943.4334106445312 None None None +12 1969 0.18428583443164825 952.2695922851562 943.4053955078125 None None None +12 1970 0.18430958688259125 952.2860717773438 943.4207763671875 None None None +12 1971 0.1843060702085495 952.3121948242188 943.447021484375 None None None +12 1972 0.18431922793388367 952.3003540039062 943.4345092773438 None None None +12 1973 0.18428531289100647 952.2840576171875 943.419921875 None None None +12 1974 0.18428395688533783 952.2966918945312 943.4325561523438 None None None +12 1975 0.18427278101444244 952.3219604492188 943.4583129882812 None None None +12 1976 0.18427783250808716 952.2987060546875 943.434814453125 None None None +12 1977 0.18427829444408417 952.2909545898438 943.4271240234375 None None None +12 1978 0.18424658477306366 952.343994140625 943.4816284179688 None None None +12 1979 0.18422256410121918 952.3789672851562 943.5177612304688 None None None +12 1980 0.18421392142772675 952.3697509765625 943.5089721679688 None None None +12 1981 0.18420758843421936 952.3426513671875 943.4822387695312 None None None +12 1982 0.18416935205459595 952.35693359375 943.4983520507812 None None None +12 1983 0.18418511748313904 952.3558959960938 943.4965209960938 None None None +12 1984 0.18417079746723175 952.3973999023438 943.5386962890625 None None None +12 1985 0.18415489792823792 952.3955688476562 943.53759765625 None None None +12 1986 0.18415232002735138 952.4130249023438 943.55517578125 None None None +12 1987 0.18415912985801697 952.3921508789062 943.5339965820312 None None None +12 1988 0.18417689204216003 952.3964233398438 943.537353515625 None None None +12 1989 0.1841786950826645 952.4150390625 943.555908203125 None None None +12 1990 0.1842000037431717 952.4075927734375 943.5474853515625 None None None +12 1991 0.18417218327522278 952.4065551757812 943.5477294921875 None None None +12 1992 0.18414980173110962 952.4347534179688 943.5769653320312 None None None +12 1993 0.1841203272342682 952.4293823242188 943.5730590820312 None None None +12 1994 0.18413740396499634 952.4656982421875 943.6085815429688 None None None +12 1995 0.18413080275058746 952.4478149414062 943.5909423828125 None None None +12 1996 0.1841251254081726 952.4537353515625 943.59716796875 None None None +12 1997 0.18412868678569794 952.4467163085938 943.5900268554688 None None None +12 1998 0.18411803245544434 952.4598388671875 943.6035766601562 None None None +12 1999 0.18410144746303558 952.4434814453125 943.5880126953125 None None None +12 2000 0.1841202974319458 952.4107666015625 943.554443359375 None None None +12 2001 0.18410734832286835 952.4169311523438 943.5612182617188 None None None +12 2002 0.18411244451999664 952.3836669921875 943.5276489257812 None None None +12 2003 0.18409357964992523 952.349365234375 943.4943237304688 None None None +12 2004 0.18411745131015778 952.331298828125 943.4751586914062 None None None +12 2005 0.18411067128181458 952.3331298828125 943.4773559570312 None None None +12 2006 0.18412460386753082 952.3538208007812 943.4973754882812 None None None +12 2007 0.1841193586587906 952.3182373046875 943.4619750976562 None None None +12 2008 0.18409189581871033 952.3251342773438 943.4701538085938 None None None +12 2009 0.18410567939281464 952.3897094726562 943.5341186523438 None None None +12 2010 0.1840820461511612 952.3712158203125 943.5167236328125 None None None +12 2011 0.18408280611038208 952.3739013671875 943.5194091796875 None None None +12 2012 0.18407940864562988 952.3868408203125 943.5325317382812 None None None +12 2013 0.18407195806503296 952.3938598632812 943.5398559570312 None None None +12 2014 0.1840575486421585 952.419189453125 943.56591796875 None None None +12 2015 0.1840253621339798 952.402099609375 943.5503540039062 None None None +12 2016 0.18408459424972534 952.4186401367188 943.5640258789062 None None None +12 2017 0.1840621829032898 952.433837890625 943.580322265625 None None None +12 2018 0.1840890794992447 952.4122314453125 943.5574951171875 None None None +12 2019 0.18407928943634033 952.39697265625 943.542724609375 None None None +12 2020 0.18406623601913452 952.4379272460938 943.5842895507812 None None None +12 2021 0.1840224266052246 952.4249877929688 943.573486328125 None None None +12 2022 0.18400771915912628 952.4449462890625 943.5941772460938 None None None +12 2023 0.18399906158447266 952.4442138671875 943.5938720703125 None None None +12 2024 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None +14 1907 0.17160533368587494 947.0795288085938 938.8247680664062 None None None +14 1908 0.17159101366996765 947.0925903320312 938.8385620117188 None None None +14 1909 0.17158088088035583 947.0972900390625 938.8436889648438 None None None +14 1910 0.1715766042470932 947.1347045898438 938.8812866210938 None None None +14 1911 0.171579048037529 947.1380004882812 938.8844604492188 None None None +14 1912 0.17158964276313782 947.1204833984375 938.8663940429688 None None None +14 1913 0.17156454920768738 947.1390380859375 938.8861694335938 None None None +14 1914 0.17155437171459198 947.1436157226562 938.8912963867188 None None None +14 1915 0.17159943282604218 947.1375732421875 938.883056640625 None None None +14 1916 0.1716126948595047 947.1483764648438 938.8931884765625 None None None +14 1917 0.17163102328777313 947.1261596679688 938.8701171875 None None None +14 1918 0.1716572642326355 947.0989990234375 938.8417358398438 None None None +14 1919 0.17163318395614624 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942.867919921875 935.2381591796875 None None None +15 1943 0.15856587886810303 942.9077758789062 935.2794189453125 None None None +15 1944 0.15856166183948517 942.8680419921875 935.2398681640625 None None None +15 1945 0.15859073400497437 942.885009765625 935.2554931640625 None None None +15 1946 0.1585625559091568 942.9161987304688 935.2880249023438 None None None +15 1947 0.1585606336593628 942.9205322265625 935.2924194335938 None None None +15 1948 0.15855950117111206 942.9249267578125 935.296875 None None None +15 1949 0.1585276573896408 942.93017578125 935.3036499023438 None None None +15 1950 0.15852198004722595 942.9054565429688 935.2792358398438 None None None +15 1951 0.15850023925304413 942.9052124023438 935.280029296875 None None None +15 1952 0.158484548330307 942.8736572265625 935.249267578125 None None None +15 1953 0.1584806889295578 942.863037109375 935.2388305664062 None None None +15 1954 0.1584600806236267 942.8460693359375 935.222900390625 None None None +15 1955 0.15846790373325348 942.8259887695312 935.202392578125 None None None +15 1956 0.1584785431623459 942.878173828125 935.2540893554688 None None None +15 1957 0.1584632843732834 942.8778076171875 935.25439453125 None None None +15 1958 0.1584542840719223 942.8887939453125 935.2658081054688 None None None +15 1959 0.1584538370370865 942.9134521484375 935.29052734375 None None None +15 1960 0.15845291316509247 942.910888671875 935.2880249023438 None None None +15 1961 0.15843459963798523 942.85986328125 935.2379150390625 None None None +15 1962 0.15843412280082703 942.9002075195312 935.2781982421875 None None None +15 1963 0.1584470272064209 942.9154663085938 935.2928466796875 None None None +15 1964 0.15845617651939392 942.9479370117188 935.324951171875 None None None +15 1965 0.1584417074918747 942.9512329101562 935.3289184570312 None None None +15 1966 0.15843428671360016 942.9794311523438 935.357421875 None None None +15 1967 0.15840953588485718 942.9669189453125 935.3461303710938 None 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0.15862321853637695 942.8013916015625 935.1702270507812 None None None +15 1994 0.1586149036884308 942.8167114257812 935.1859130859375 None None None +15 1995 0.15863552689552307 942.858642578125 935.226806640625 None None None +15 1996 0.15861158072948456 942.82763671875 935.1969604492188 None None None +15 1997 0.1586432009935379 942.8201904296875 935.18798828125 None None None +15 1998 0.15863244235515594 942.8250122070312 935.193359375 None None None +15 1999 0.15871697664260864 942.8007202148438 935.1649780273438 None None None +15 2000 0.15871508419513702 942.8466796875 935.2110595703125 None None None +15 2001 0.15872718393802643 942.8966674804688 935.260498046875 None None None +15 2002 0.15872922539710999 942.9253540039062 935.2890625 None None None +15 2003 0.1587211638689041 942.9428100585938 935.306884765625 None None None +15 2004 0.15872392058372498 942.9473266601562 935.311279296875 None None None +15 2005 0.15870903432369232 942.9366455078125 935.3013305664062 None None None +15 2006 0.15871602296829224 942.947265625 935.3115844726562 None None None +15 2007 0.15875856578350067 942.9349365234375 935.2972412109375 None None None +15 2008 0.15874844789505005 942.94287109375 935.3057250976562 None None None +15 2009 0.1587585210800171 942.9395751953125 935.3019409179688 None None None +15 2010 0.15871809422969818 942.9534301757812 935.3176879882812 None None None +15 2011 0.1586972028017044 942.9432373046875 935.3085327148438 None None None +15 2012 0.15870937705039978 942.9249877929688 935.2896118164062 None None None +15 2013 0.15869790315628052 942.9117431640625 935.2769775390625 None None None +15 2014 0.15871165692806244 942.8965454101562 935.2611083984375 None None None +15 2015 0.15869641304016113 942.870849609375 935.2361450195312 None None None +15 2016 0.1586831659078598 942.8348999023438 935.2008056640625 None None None +15 2017 0.15867704153060913 942.8468017578125 935.2129516601562 None None None +15 2018 0.15866681933403015 942.8397827148438 935.2064208984375 None None None +15 2019 0.15871575474739075 942.8937377929688 935.258056640625 None None None +15 2020 0.15870283544063568 942.9453735351562 935.3102416992188 None None None +15 2021 0.15869784355163574 942.9466552734375 935.311767578125 None None None +15 2022 0.1586780846118927 942.9525756835938 935.3186645507812 None None None +15 2023 0.15865936875343323 942.9122314453125 935.2792358398438 None None None +15 2024 0.1586303561925888 942.9326782226562 935.3010864257812 None None None +15 2025 0.15862847864627838 942.909423828125 935.27783203125 None None None +15 2026 0.15862925350666046 942.89599609375 935.264404296875 None None None +15 2027 0.15860697627067566 942.8696899414062 935.2390747070312 None None None +15 2028 0.1586122065782547 942.8751220703125 935.2442626953125 None None None +15 2029 0.15859079360961914 942.8463745117188 935.2164916992188 None None None +15 2030 0.15858379006385803 942.8505859375 935.2210693359375 None None None +15 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0.15457114577293396 940.1138305664062 932.679931640625 None None None +16 2435 0.15458163619041443 940.1029052734375 932.6685791015625 None None None +16 2436 0.15457499027252197 940.1029663085938 932.6689453125 None None None +16 2437 0.15454228222370148 940.1066284179688 932.674072265625 None None None +16 2438 0.15452735126018524 940.0970458984375 932.6652221679688 None None None +16 2439 0.15451467037200928 940.1029663085938 932.6716918945312 None None None +16 2440 0.1544843316078186 940.0958251953125 932.6660766601562 None None None +16 2441 0.15447615087032318 940.111083984375 932.6817016601562 None None None +16 2442 0.15447920560836792 940.0951538085938 932.6656494140625 None None None +16 2443 0.15446196496486664 940.0986938476562 932.6700439453125 None None None +16 2444 0.15446610748767853 940.09228515625 932.66357421875 None None None +16 2445 0.1544644683599472 940.0895385742188 932.6608276367188 None None None +16 2446 0.15448543429374695 940.098876953125 932.6691284179688 None None None +16 2447 0.15451645851135254 940.088134765625 932.6569213867188 None None None +16 2448 0.15451250970363617 940.0704956054688 932.6395263671875 None None None +16 2449 0.15454070270061493 940.0606079101562 932.6282348632812 None None None +16 2450 0.15453408658504486 940.0533447265625 932.621337890625 None None None +16 2451 0.15453214943408966 940.0510864257812 932.619140625 None None None +16 2452 0.1545158177614212 940.0528564453125 932.6217651367188 None None None +16 2453 0.1545182466506958 940.0322875976562 932.6010131835938 None None None +16 2454 0.154505655169487 940.0491333007812 932.6184692382812 None None None +16 2455 0.15451861917972565 940.0457763671875 932.614501953125 None None None +16 2456 0.15452151000499725 940.0742797851562 932.642822265625 None None None +16 2457 0.1545078158378601 940.0963134765625 932.66552734375 None None None +16 2458 0.15450029075145721 940.12646484375 932.6961059570312 None None None +16 2459 0.15450556576251984 940.131103515625 932.7005004882812 None None None +16 2460 0.1545126736164093 940.1094970703125 932.6785278320312 None None None +16 2461 0.1545322835445404 940.1193237304688 932.6874389648438 None None None +16 2462 0.15454040467739105 940.1248168945312 932.6925048828125 None None None +16 2463 0.15454921126365662 940.1175537109375 932.684814453125 None None None +16 2464 0.15452556312084198 940.10107421875 932.6695556640625 None None None +16 2465 0.15453176200389862 940.0840454101562 932.6521606445312 None None None +16 2466 0.15451762080192566 940.0695190429688 932.6383056640625 None None None +16 2467 0.15453937649726868 940.0702514648438 932.6380004882812 None None None +16 2468 0.15452221035957336 940.0614624023438 932.6299438476562 None None None +16 2469 0.15451964735984802 940.0467529296875 932.6154174804688 None None None +16 2470 0.15451738238334656 940.0511474609375 932.6199340820312 None None None +16 2471 0.15450729429721832 940.0233154296875 932.5925903320312 None None None +16 2472 0.15452206134796143 940.0294189453125 932.597900390625 None None None +16 2473 0.15452207624912262 940.0010986328125 932.5697021484375 None None None +16 2474 0.15453031659126282 940.022216796875 932.59033203125 None None None +16 2475 0.15456044673919678 940.0032348632812 932.5699462890625 None None None +16 2476 0.1545490026473999 939.9708862304688 932.5382080078125 None None None +16 2477 0.154579296708107 939.9422607421875 932.5079956054688 None None None +16 2478 0.1545773297548294 939.9915771484375 932.5575561523438 None None None +16 2479 0.15459199249744415 939.9739379882812 932.5391845703125 None None None +16 2480 0.15459324419498444 939.9542236328125 932.5194091796875 None None None +16 2481 0.15457403659820557 939.9549560546875 932.5211181640625 None None None +16 2482 0.1545613408088684 939.9600830078125 932.52685546875 None None None +16 2483 0.1545705795288086 939.9544677734375 932.5208129882812 None None None +16 2484 0.15456052124500275 939.9714965820312 932.5382690429688 None None None +16 2485 0.1545478254556656 940.0050048828125 932.5724487304688 None None None +16 2486 0.15453752875328064 940.0503540039062 932.6182861328125 None None None +16 2487 0.15453994274139404 940.0479125976562 932.61572265625 None None None +16 2488 0.15452316403388977 940.0263671875 932.594970703125 None None None +16 2489 0.15453654527664185 940.0592041015625 932.627197265625 None None None +16 2490 0.15453623235225677 940.061279296875 932.6292114257812 None None None +16 2491 0.15453100204467773 940.0592651367188 932.62744140625 None None None +16 2492 0.15452463924884796 940.037353515625 932.60595703125 None None None +16 2493 0.15451525151729584 940.0263671875 932.5953979492188 None None None +16 2494 0.15451158583164215 940.0228271484375 932.592041015625 None None None +16 2495 0.15450161695480347 940.045654296875 932.6153564453125 None None None +16 2496 0.15450672805309296 940.0518188476562 932.6212768554688 None None None +16 2497 0.15452709794044495 940.0205688476562 932.5890502929688 None None None +16 2498 0.15451622009277344 940.0416870117188 932.610595703125 None None None +16 2499 0.15453441441059113 940.0633544921875 932.6314697265625 None None None +16 2500 0.154541015625 940.0469360351562 932.6148071289062 None None None +16 2501 0.1545502096414566 940.0348510742188 932.602294921875 None None None +16 2502 0.15456195175647736 940.0298461914062 932.5966186523438 None None None +16 2503 0.15457205474376678 940.0282592773438 932.5946044921875 None None None +16 2504 0.15460778772830963 940.0108642578125 932.5755004882812 None None None +16 2505 0.15461403131484985 939.9884033203125 932.552734375 None None None +16 2506 0.15461523830890656 939.9921875 932.5565185546875 None None None +16 2507 0.15463101863861084 939.9769287109375 932.54052734375 None None None +16 2508 0.1546446830034256 939.9617309570312 932.524658203125 None None None +16 2509 0.1546550989151001 939.9927978515625 932.5552368164062 None None None +16 2510 0.15465551614761353 940.0065307617188 932.5689697265625 None None None +16 2511 0.15465745329856873 940.0136108398438 932.5758666992188 None None None +16 2512 0.15468275547027588 940.0267333984375 932.5878295898438 None None None +16 2513 0.1546858847141266 940.0382690429688 932.5991821289062 None None None +16 2514 0.154704287648201 940.0558471679688 932.6158447265625 None None None +16 2515 0.15471822023391724 940.0234375 932.5828247070312 None None None +16 2516 0.15471164882183075 939.9981079101562 932.557861328125 None None None +16 2517 0.15472620725631714 939.987548828125 932.546630859375 None None None +16 2518 0.15473172068595886 939.9949951171875 932.5538330078125 None None None +16 2519 0.15472829341888428 940.0033569335938 932.5623779296875 None None None +16 2520 0.15471947193145752 940.0047607421875 932.564208984375 None None None +16 2521 0.15472525358200073 939.9949951171875 932.55419921875 None None None +16 2522 0.15471303462982178 939.9786987304688 932.5383911132812 None None None +16 2523 0.15470659732818604 939.9766845703125 932.5368041992188 None None None +16 2524 0.15470482409000397 939.977783203125 932.5380859375 None None None +16 2525 0.15471482276916504 939.978271484375 932.5380859375 None None None +16 2526 0.1547318994998932 939.9517822265625 932.5107421875 None None None +16 2527 0.1547144204378128 939.9888916015625 932.5487060546875 None None None +16 2528 0.1546977460384369 940.0266723632812 932.5872192382812 None None None +16 2529 0.15467038750648499 940.0051879882812 932.567138671875 None None None diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6419e2495b5adc7f2714b3839c4b48ea2177d20 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.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 +2023-08-18 16:35:26.407656: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:28.865467: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:28.869396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 16:35:30.124763: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 16:35:30.124878: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:30.144954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:30.145015: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:30.154706: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:30.159273: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:30.175509: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:30.179822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:30.180760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:30.214155: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:30.214483: 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. +2023-08-18 16:35:30.215411: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:30.235753: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 16:35:30.235788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:30.235823: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:30.235840: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:30.235855: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:30.235869: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:30.235882: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:30.235895: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:30.235909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:30.261483: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:30.262870: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:32.620140: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 16:35:32.620269: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 16:35:32.620283: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 16:35:32.627171: 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: 0000:0a:00.0, compute capability: 8.0) +2023-08-18 16:35:33.951476: 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.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f3989ec9f49e2a0c81bd5de591fb36157c363b6 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_2/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_2/new_model_formats/bias_model_scaled diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet.params.json b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..a1502dd5b2f6a9c9d2750440a6de09f01c24e5bc --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "48.1", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..6e216e75cc44af814be4aedba97b41eb7617317c --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 41.0 +counts_sum_max_thresh 3229.0 +trainings_pts_post_thresh 175944 diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..6139933461a11378696e5479460463945bba3ea9 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.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 +2023-08-18 15:28:43.443908: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:45.899865: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:45.904020: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 15:28:46.708782: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:45:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 15:28:46.708855: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:46.730088: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:46.730149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:46.739659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:46.744109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:46.759899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:46.764064: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:46.764972: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:46.799124: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:46.799439: 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. +2023-08-18 15:28:46.800287: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:46.820533: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:45:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 15:28:46.820565: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:46.820586: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:46.820601: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:46.820615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:46.820628: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:46.820641: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:46.820654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:46.820667: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:46.847661: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:46.849065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:49.700523: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 15:28:49.700673: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 15:28:49.700686: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 15:28:49.707732: 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: 0000:45:00.0, compute capability: 8.0) +2023-08-18 15:28:51.908613: 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.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..27516bdad75110071d9fa5f212f517cb1865a3c6 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_2/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_2/new_model_formats/chrombpnet diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..21b08fec45a09ef2bbd20724b3ad59580014e1d6 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 48.1 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..373b4cbdcc4c14fc2a7d0be1c622cab436de5454 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..373b4cbdcc4c14fc2a7d0be1c622cab436de5454 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..d4186f54718e7b7a814019ec39d22fd06113ab05 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.epoch_loss.csv @@ -0,0 +1,18 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.5804247856140137,1042.7252197265625,1118.7451171875,0.3638460636138916,1043.40380859375,1060.90478515625 +1,0.35709068179130554,998.662353515625,1015.8386840820312,0.35824331641197205,1030.47802734375,1047.70947265625 +2,0.31818610429763794,984.1229858398438,999.4288940429688,0.32239678502082825,1021.449951171875,1036.95703125 +3,0.28899088501930237,975.3643188476562,989.2664184570312,0.32092204689979553,1018.5467529296875,1033.983642578125 +4,0.2700084149837494,970.9801635742188,983.9682006835938,0.28083348274230957,1004.3941040039062,1017.9017333984375 +5,0.25564566254615784,966.8923950195312,979.189208984375,0.2659451961517334,1007.4998779296875,1020.2916259765625 +6,0.24617332220077515,964.1514282226562,975.9924926757812,0.30823972821235657,1002.5643310546875,1017.3905029296875 +7,0.23894646763801575,961.9474487304688,973.4413452148438,0.2553638815879822,1003.510986328125,1015.794189453125 +8,0.23283398151397705,959.512939453125,970.712646484375,0.2711552083492279,1008.2843627929688,1021.3269653320312 +9,0.2253257781267166,957.5531005859375,968.3931274414062,0.24254624545574188,1004.7543334960938,1016.4208374023438 +10,0.21835216879844666,956.0083618164062,966.5103149414062,0.24257929623126984,1008.581298828125,1020.249267578125 +11,0.1934867650270462,947.9127807617188,957.22021484375,0.2388615906238556,1000.5587768554688,1012.047607421875 +12,0.18401308357715607,943.5137329101562,952.3634033203125,0.27887433767318726,1004.4893798828125,1017.9024047851562 +13,0.17761346697807312,941.4718017578125,950.0144653320312,0.24492034316062927,1001.1619262695312,1012.9420776367188 +14,0.17106196284294128,939.2168579101562,947.4457397460938,0.2543582618236542,1001.1474609375,1013.3822021484375 +15,0.15845699608325958,935.0214233398438,942.6458740234375,0.23554231226444244,1001.0392456054688,1012.3690185546875 +16,0.15467038750648499,932.567138671875,940.0051879882812,0.23758992552757263,1002.7885131835938,1014.216796875 diff --git a/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.stderr.txt b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4907944ea7a258bcb252c7589ea533ec1f04ddb --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.stderr.txt @@ -0,0 +1,342 @@ +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 +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 +2023-01-18 03:59:29.609317: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:08:32.892222: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:08:32.897352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 04:08:32.952293: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 04:08:32.952415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:08:32.980519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:08:32.980694: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:08:32.995011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:08:33.001711: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:08:33.026469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:08:33.032858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:08:33.034407: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:08:33.037402: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:08:33.037830: 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. +2023-01-18 04:08:33.038844: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:08:33.039481: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 04:08:33.039529: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:08:33.039565: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:08:33.039590: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:08:33.039615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:08:33.039639: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:08:33.039663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:08:33.039687: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:08:33.039712: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:08:33.042989: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:08:33.044489: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:08:35.068014: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 04:08:35.068125: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 04:08:35.068145: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 04:08:35.073133: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2023-01-18 04:08:36.995315: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 04:08:37.012080: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 04:08:37.268059: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:08:38.530560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:08:38.540750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:09:31.576089: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:33.911825: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:09:33.913070: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 04:09:33.958895: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 04:09:33.959029: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:33.962422: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:09:33.962503: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:09:33.964046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:09:33.964446: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:09:33.967737: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:09:33.968545: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:09:33.968899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:09:33.973455: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:09:33.973834: 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. +2023-01-18 04:09:33.973941: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:09:33.974476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 04:09:33.974510: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:33.974539: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:09:33.974564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:09:33.974587: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:09:33.974611: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:09:33.974635: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:09:33.974658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:09:33.974682: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:09:33.975566: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:09:33.975613: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:34.642927: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 04:09:34.643035: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 04:09:34.643054: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 04:09:34.645694: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2023-01-18 04:17:29.772207: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 04:17:29.772778: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 04:17:31.874601: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:17:32.340885: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:17:32.362603: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +WARNING:tensorflow:Callback method `on_train_batch_end` is slow compared to the batch time (batch time: 0.2087s vs `on_train_batch_end` time: 0.2975s). Check your callbacks. +2023-01-18 11:21:28.439408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:21:31.342040: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:21:31.343157: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 11:21:31.394207: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:21:31.394285: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:21:31.397276: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:21:31.397354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:21:31.398637: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:21:31.398994: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:21:31.402039: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:21:31.402747: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:21:31.403097: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:21:31.404105: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:21:31.404496: 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. +2023-01-18 11:21:31.404582: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:21:31.405081: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:21:31.405111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:21:31.405139: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:21:31.405165: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:21:31.405191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:21:31.405216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:21:31.405241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:21:31.405266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:21:31.405291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:21:31.406138: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:21:31.406176: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:21:32.056061: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 11:21:32.056171: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 11:21:32.056190: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 11:21:32.057673: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2023-01-18 11:23:36.331990: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 11:23:36.335741: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 11:23:36.438487: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:23:36.687363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:23:36.689451: 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. +2023-01-18 11:28:23.080943: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:28:25.776377: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:28:25.777466: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 11:28:25.822599: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:28:25.822678: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:28:25.825646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:28:25.825705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:28:25.827014: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:28:25.827330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:28:25.830204: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:28:25.830896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:28:25.831243: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:28:25.833999: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:28:25.834332: 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. +2023-01-18 11:28:25.834409: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:28:25.834898: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:28:25.834934: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:28:25.834961: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:28:25.834985: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:28:25.835008: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:28:25.835031: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:28:25.835054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:28:25.835077: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:28:25.835100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:28:25.835977: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:28:25.836015: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:28:26.439422: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 11:28:26.439530: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 11:28:26.439547: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 11:28:26.444299: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 11:29:56.767039: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 11:29:56.769905: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 11:29:56.835569: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:29:57.106105: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:29:57.107658: 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. +2023-01-18 11:34:29.255388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:34:31.941047: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:34:31.942162: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 11:34:31.993433: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:34:31.993512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:34:31.996503: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:34:31.996560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:34:31.997855: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:34:31.998166: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:34:32.001073: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:34:32.001798: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:34:32.002146: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:34:32.003258: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:34:32.003589: 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. +2023-01-18 11:34:32.003671: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:34:32.004159: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:34:32.004190: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:34:32.004239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:34:32.004266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:34:32.004291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:34:32.004315: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:34:32.004339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:34:32.004363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:34:32.004387: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:34:32.005224: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:34:32.005265: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:34:32.604358: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 11:34:32.604462: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 11:34:32.604480: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 11:34:32.605989: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2023-01-18 11:36:03.516745: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 11:36:03.518599: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 11:36:03.559683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:36:03.823221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:36:03.824713: 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. +2023-01-18 11:37:19.681395: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:37:21.056376: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:37:21.057383: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 11:37:21.104523: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:37:21.104611: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:37:21.107472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:37:21.107531: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:37:21.108788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:37:21.109104: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:37:21.111933: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:37:21.112676: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:37:21.113070: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:37:21.115432: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:37:21.115757: 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. +2023-01-18 11:37:21.115838: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:37:21.116312: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:37:21.116349: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:37:21.116376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:37:21.116400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:37:21.116424: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:37:21.116448: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:37:21.116472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:37:21.116496: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:37:21.116520: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:37:21.118620: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:37:21.118705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:37:21.701613: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 11:37:21.701721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 11:37:21.701739: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 11:37:21.704317: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 11:37:38.696956: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 11:37:38.697527: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 11:37:38.936888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:37:39.260021: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:37:39.261849: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:37:44.355743: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.96GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:37:44.356214: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.96GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:37:44.852887: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.77GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:37:44.853311: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.77GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:38:40.766047: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.90GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:38:40.766172: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.90GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:38:42.479310: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.57GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:38:42.479729: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.57GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:38:42.926101: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.88GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2023-01-18 11:38:42.926197: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.88GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_fold_2//footprints’: File exists +2023-01-18 11:41:35.232522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:41:36.635268: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:41:36.636245: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 11:41:36.685824: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:41:36.685919: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:41:36.689119: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:41:36.689183: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:41:36.690496: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:41:36.690803: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:41:36.693758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:41:36.694494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:41:36.694836: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:41:36.695795: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:41:36.696115: 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. +2023-01-18 11:41:36.696197: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 11:41:36.696675: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-01-18 11:41:36.696713: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:41:36.696742: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:41:36.696770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:41:36.696796: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 11:41:36.696822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 11:41:36.696870: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 11:41:36.696898: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 11:41:36.696931: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 11:41:36.697776: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 11:41:36.697822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 11:41:37.299201: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 11:41:37.299306: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 11:41:37.299324: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 11:41:37.303128: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10902 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2023-01-18 11:41:53.987070: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 11:41:53.987624: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400000000 Hz +2023-01-18 11:41:54.150070: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 11:41:54.468938: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 11:41:54.470665: 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.ENCSR754LIN/logfile.modelling.fold_2.ENCSR754LIN.stdout.txt 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logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.157939910888672 1138.0692138671875 1033.8406982421875 None None None +0 1 5.888020038604736 1469.405517578125 1185.01416015625 None None None +0 2 4.7335286140441895 1383.3631591796875 1154.7337646484375 None None None +0 3 4.238035678863525 1367.1771240234375 1162.47998046875 None None None +0 4 3.875047206878662 1331.637939453125 1144.47314453125 None None None +0 5 3.6271169185638428 1308.4656982421875 1133.2760009765625 None None None +0 6 3.477632761001587 1299.118896484375 1131.1492919921875 None None None +0 7 3.407162666320801 1301.5438232421875 1136.9779052734375 None None None +0 8 3.3400180339813232 1303.5535888671875 1142.2308349609375 None None None +0 9 3.2005455493927 1277.432861328125 1122.8465576171875 None None None +0 10 3.135181188583374 1270.7808837890625 1119.3516845703125 None None None +0 11 3.070669174194336 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1035.9095458984375 None None None +0 1770 2.13492488861084 1138.9805908203125 1035.863037109375 None None None +0 1771 2.133953332901001 1138.93896484375 1035.8681640625 None None None +0 1772 2.1330554485321045 1138.8419189453125 1035.8145751953125 None None None +0 1773 2.13203763961792 1138.8126220703125 1035.8345947265625 None None None +0 1774 2.1310791969299316 1138.7828369140625 1035.85107421875 None None None +0 1775 2.1300785541534424 1138.683349609375 1035.7999267578125 None None None +0 1776 2.1291403770446777 1138.576904296875 1035.73876953125 None None None +0 1777 2.12815260887146 1138.5242919921875 1035.73388671875 None None None +0 1778 2.1271188259124756 1138.45654296875 1035.716064453125 None None None +0 1779 2.126162528991699 1138.383544921875 1035.6893310546875 None None None +0 1780 2.125119924545288 1138.39404296875 1035.7501220703125 None None None +0 1781 2.1241860389709473 1138.3004150390625 1035.70166015625 None None None +0 1782 2.1231870651245117 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2.1105239391326904 1137.407470703125 1035.468505859375 None None None +0 1796 2.1095380783081055 1137.321044921875 1035.4296875 None None None +0 1797 2.1086413860321045 1137.2318115234375 1035.3837890625 None None None +0 1798 2.107600688934326 1137.1339111328125 1035.3363037109375 None None None +0 1799 2.1065900325775146 1137.0477294921875 1035.2989501953125 None None None +0 1800 2.105653762817383 1136.9892578125 1035.28564453125 None None None +0 1801 2.104691505432129 1136.949462890625 1035.2923583984375 None None None +0 1802 2.1037487983703613 1136.8526611328125 1035.2410888671875 None None None +0 1803 2.1027719974517822 1136.7911376953125 1035.226806640625 None None None +0 1804 2.101820230484009 1136.65283203125 1035.1343994140625 None None None +0 1805 2.1008455753326416 1136.5430908203125 1035.07177734375 None None None +0 1806 2.099888801574707 1136.50146484375 1035.076416015625 None None None +0 1807 2.0989317893981934 1136.4012451171875 1035.0224609375 None None None +0 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2.0855133533477783 1135.3182373046875 1034.58740234375 None None None +0 1822 2.0845532417297363 1135.259521484375 1034.5750732421875 None None None +0 1823 2.083578109741211 1135.1810302734375 1034.5435791015625 None None None +0 1824 2.082627058029175 1135.072998046875 1034.4815673828125 None None None +0 1825 2.081660270690918 1134.9324951171875 1034.3876953125 None None None +0 1826 2.080664873123169 1134.8118896484375 1034.315185546875 None None None +0 1827 2.0797617435455322 1134.75927734375 1034.30615234375 None None None +0 1828 2.0788216590881348 1134.7220458984375 1034.3143310546875 None None None +0 1829 2.07787823677063 1134.67529296875 1034.3131103515625 None None None +0 1830 2.0769965648651123 1134.6239013671875 1034.3043212890625 None None None +0 1831 2.0760366916656494 1134.61767578125 1034.344482421875 None None None +0 1832 2.0751447677612305 1134.5535888671875 1034.323486328125 None None None +0 1833 2.074247360229492 1134.53955078125 1034.3526611328125 None None None +0 1834 2.0732781887054443 1134.5125732421875 1034.3726806640625 None None None +0 1835 2.072282314300537 1134.4669189453125 1034.375 None None None +0 1836 2.0714828968048096 1134.4171142578125 1034.3638916015625 None None None +0 1837 2.070549249649048 1134.39892578125 1034.3907470703125 None None None +0 1838 2.0696115493774414 1134.3076171875 1034.3448486328125 None None None +0 1839 2.0687623023986816 1134.2685546875 1034.346923828125 None None None +0 1840 2.067875385284424 1134.2152099609375 1034.3363037109375 None None None +0 1841 2.066960096359253 1134.1246337890625 1034.2899169921875 None None None +0 1842 2.0660746097564697 1134.046875 1034.2550048828125 None None None +0 1843 2.0651941299438477 1133.9686279296875 1034.21923828125 None None None +0 1844 2.0641915798187256 1133.92822265625 1034.2274169921875 None None None +0 1845 2.0632588863372803 1133.8701171875 1034.2142333984375 None None None +0 1846 2.062310218811035 1133.8060302734375 1034.196044921875 None None None +0 1847 2.061347007751465 1133.778564453125 1034.215087890625 None None None +0 1848 2.060370922088623 1133.751953125 1034.235595703125 None None None +0 1849 2.0594098567962646 1133.7281494140625 1034.25830078125 None None None +0 1850 2.058453321456909 1133.7283935546875 1034.3046875 None None None +0 1851 2.0576672554016113 1133.6683349609375 1034.2825927734375 None None None +0 1852 2.0567543506622314 1133.610107421875 1034.2684326171875 None None None +0 1853 2.0558156967163086 1133.5584716796875 1034.26220703125 None None None +0 1854 2.0548954010009766 1133.571533203125 1034.3197021484375 None None None +0 1855 2.053986072540283 1133.515869140625 1034.307861328125 None None None +0 1856 2.0530731678009033 1133.437744140625 1034.2738037109375 None None None +0 1857 2.0522572994232178 1133.338623046875 1034.214111328125 None None None +0 1858 2.05132794380188 1133.2437744140625 1034.1640625 None None None +0 1859 2.05043363571167 1133.1298828125 1034.093505859375 None None None +0 1860 2.0495567321777344 1133.0880126953125 1034.093994140625 None None None +0 1861 2.0486817359924316 1133.04931640625 1034.097412109375 None None None +0 1862 2.047719717025757 1132.98486328125 1034.0794677734375 None None None +0 1863 2.0469157695770264 1132.94140625 1034.0748291015625 None None None +0 1864 2.04608154296875 1132.8082275390625 1033.9818115234375 None None None +0 1865 2.045133113861084 1132.7796630859375 1033.9991455078125 None None None +0 1866 2.044224739074707 1132.7109375 1033.9742431640625 None None None +0 1867 2.0433216094970703 1132.5933837890625 1033.900390625 None None None +0 1868 2.0424208641052246 1132.529541015625 1033.880126953125 None None None +0 1869 2.0415143966674805 1132.5067138671875 1033.9010009765625 None None None +0 1870 2.0405936241149902 1132.466552734375 1033.9053955078125 None None None +0 1871 2.039708137512207 1132.376220703125 1033.8577880859375 None None None +0 1872 2.0387520790100098 1132.3348388671875 1033.8626708984375 None None None +0 1873 2.037815809249878 1132.2989501953125 1033.8720703125 None None None +0 1874 2.037020444869995 1132.3167724609375 1033.9283447265625 None None None +0 1875 2.036104440689087 1132.2958984375 1033.95166015625 None None None +0 1876 2.0351929664611816 1132.262451171875 1033.9622802734375 None None None +0 1877 2.0343034267425537 1132.1771240234375 1033.919921875 None None None +0 1878 2.0334317684173584 1132.1502685546875 1033.9351806640625 None None None +0 1879 2.032540798187256 1132.0782470703125 1033.90625 None None None +0 1880 2.031688690185547 1132.0025634765625 1033.8717041015625 None None None +0 1881 2.030817985534668 1131.96044921875 1033.87158203125 None None None +0 1882 2.029942750930786 1131.8946533203125 1033.8480224609375 None None None +0 1883 2.0290536880493164 1131.81982421875 1033.816162109375 None None None +0 1884 2.0281381607055664 1131.757568359375 1033.798095703125 None None None +0 1885 2.02719783782959 1131.692626953125 1033.7786865234375 None None None +0 1886 2.0262629985809326 1131.7188720703125 1033.85009765625 None None None +0 1887 2.0253918170928955 1131.670654296875 1033.843994140625 None None None +0 1888 2.0244529247283936 1131.61279296875 1033.8314208984375 None None None +0 1889 2.023484230041504 1131.509033203125 1033.7744140625 None None None +0 1890 2.022646188735962 1131.4136962890625 1033.719482421875 None None None +0 1891 2.021817684173584 1131.41455078125 1033.76025390625 None None None +0 1892 2.021003007888794 1131.2779541015625 1033.6632080078125 None None None +0 1893 2.020098924636841 1131.216552734375 1033.6453857421875 None None None +0 1894 2.0191547870635986 1131.119384765625 1033.5938720703125 None None None +0 1895 2.0183048248291016 1131.0733642578125 1033.5888671875 None None None +0 1896 2.0174148082733154 1131.0125732421875 1033.5711669921875 None None None +0 1897 2.0165011882781982 1130.99560546875 1033.5982666015625 None None None +0 1898 2.0156197547912598 1130.93701171875 1033.582275390625 None None None +0 1899 2.0147488117218018 1130.825927734375 1033.513427734375 None None None +0 1900 2.0138962268829346 1130.755126953125 1033.4837646484375 None None None +0 1901 2.012941598892212 1130.668212890625 1033.44287109375 None None None +0 1902 2.0120949745178223 1130.6544189453125 1033.4700927734375 None None None +0 1903 2.0111913681030273 1130.5897216796875 1033.448974609375 None None None +0 1904 2.0103096961975098 1130.5318603515625 1033.4337158203125 None None None +0 1905 2.0094237327575684 1130.4859619140625 1033.4305419921875 None None None +0 1906 2.008593797683716 1130.4215087890625 1033.4061279296875 None None None +0 1907 2.0080716609954834 1130.3385009765625 1033.348388671875 None None None +0 1908 2.0072615146636963 1130.341552734375 1033.390625 None None None +0 1909 2.0064198970794678 1130.273193359375 1033.36279296875 None None None +0 1910 2.005561351776123 1130.196533203125 1033.32763671875 None None None +0 1911 2.0046794414520264 1130.17138671875 1033.3450927734375 None None None +0 1912 2.0037717819213867 1130.0855712890625 1033.3031005859375 None None None +0 1913 2.002864360809326 1130.0888671875 1033.3502197265625 None None None +0 1914 2.0020487308502197 1130.015869140625 1033.316650390625 None None None +0 1915 2.0011494159698486 1129.9993896484375 1033.3436279296875 None None None +0 1916 2.0003647804260254 1129.97509765625 1033.357177734375 None None None +0 1917 1.9995466470718384 1129.9459228515625 1033.3675537109375 None None None +0 1918 1.9986923933029175 1129.845458984375 1033.308349609375 None None None +0 1919 1.9978638887405396 1129.879150390625 1033.382080078125 None None None +0 1920 1.9970428943634033 1129.83984375 1033.382568359375 None None None +0 1921 1.9961655139923096 1129.7904052734375 1033.37548828125 None None None +0 1922 1.9952833652496338 1129.7674560546875 1033.3951416015625 None None None +0 1923 1.9944499731063843 1129.767822265625 1033.435791015625 None None None +0 1924 1.9936141967773438 1129.7581787109375 1033.46630859375 None None None +0 1925 1.992808222770691 1129.6895751953125 1033.436767578125 None None None +0 1926 1.9920117855072021 1129.5340576171875 1033.319580078125 None None None +0 1927 1.9912372827529907 1129.45849609375 1033.281494140625 None None None +0 1928 1.990491271018982 1129.396484375 1033.25537109375 None None None +0 1929 1.9896658658981323 1129.373779296875 1033.2724609375 None None None +0 1930 1.9889249801635742 1129.3251953125 1033.2598876953125 None None None +0 1931 1.9881408214569092 1129.3282470703125 1033.30078125 None None None +0 1932 1.987316370010376 1129.2830810546875 1033.2952880859375 None None None +0 1933 1.9865342378616333 1129.2340087890625 1033.283935546875 None None None +0 1934 1.9857254028320312 1129.1217041015625 1033.210693359375 None None None +0 1935 1.984978199005127 1129.0811767578125 1033.2064208984375 None None None +0 1936 1.9841632843017578 1129.0234375 1033.1878662109375 None None None +0 1937 1.983397364616394 1128.948486328125 1033.14990234375 None None None +0 1938 1.9825854301452637 1128.8731689453125 1033.1138916015625 None None None +0 1939 1.9817274808883667 1128.781005859375 1033.06298828125 None None None +0 1940 1.9808387756347656 1128.71142578125 1033.036376953125 None None None +0 1941 1.979979395866394 1128.7056884765625 1033.0721435546875 None None None +0 1942 1.9791032075881958 1128.644287109375 1033.05322265625 None None None +0 1943 1.9783259630203247 1128.6087646484375 1033.05517578125 None None None +0 1944 1.9774595499038696 1128.5615234375 1033.0498046875 None None None +0 1945 1.9766042232513428 1128.4696044921875 1032.999267578125 None None None +0 1946 1.975709080696106 1128.4434814453125 1033.016357421875 None None None +0 1947 1.9748423099517822 1128.384765625 1032.9996337890625 None None None +0 1948 1.9739712476730347 1128.2919921875 1032.9488525390625 None None None +0 1949 1.973120093345642 1128.294921875 1032.992919921875 None None None +0 1950 1.972260594367981 1128.22265625 1032.962158203125 None None None +0 1951 1.9714415073394775 1128.21826171875 1032.997314453125 None None None +0 1952 1.9706082344055176 1128.1268310546875 1032.9461669921875 None None None +0 1953 1.9697400331497192 1128.03857421875 1032.8997802734375 None None None +0 1954 1.9689290523529053 1127.97900390625 1032.8795166015625 None None None +0 1955 1.9681288003921509 1127.9920654296875 1032.9312744140625 None None None +0 1956 1.9673115015029907 1127.9935302734375 1032.9722900390625 None None None +0 1957 1.966481328010559 1127.9344482421875 1032.9534912109375 None None None +0 1958 1.9656703472137451 1127.93310546875 1032.9912109375 None None None +0 1959 1.9648607969284058 1127.8167724609375 1032.9140625 None None None +0 1960 1.9640049934387207 1127.713134765625 1032.8516845703125 None None None +0 1961 1.9632683992385864 1127.6663818359375 1032.8404541015625 None None None +0 1962 1.962510347366333 1127.5860595703125 1032.7967529296875 None None None +0 1963 1.961748480796814 1127.5123291015625 1032.7598876953125 None None None +0 1964 1.9609065055847168 1127.49755859375 1032.785888671875 None None None +0 1965 1.960094690322876 1127.453369140625 1032.7808837890625 None None None +0 1966 1.9593249559402466 1127.4039306640625 1032.7685546875 None None None +0 1967 1.958471655845642 1127.3714599609375 1032.77734375 None None None +0 1968 1.9576468467712402 1127.322998046875 1032.768798828125 None None None +0 1969 1.9569073915481567 1127.2763671875 1032.7578125 None None None +0 1970 1.9560729265213013 1127.18798828125 1032.7098388671875 None None None +0 1971 1.9552056789398193 1127.135498046875 1032.6993408203125 None None None +0 1972 1.9544470310211182 1127.1121826171875 1032.7125244140625 None None None +0 1973 1.9535996913909912 1127.02978515625 1032.6710205078125 None None None +0 1974 1.9528353214263916 1126.944580078125 1032.622802734375 None None None +0 1975 1.9520524740219116 1126.8367919921875 1032.5528564453125 None None None +0 1976 1.9512460231781006 1126.7808837890625 1032.5357666015625 None None None +0 1977 1.9504979848861694 1126.791015625 1032.5821533203125 None None None +0 1978 1.9497016668319702 1126.7220458984375 1032.5516357421875 None None None +0 1979 1.9488424062728882 1126.7052001953125 1032.576171875 None None None +0 1980 1.948106050491333 1126.6441650390625 1032.55078125 None None None +0 1981 1.9472606182098389 1126.615478515625 1032.56298828125 None None None +0 1982 1.9464088678359985 1126.509765625 1032.4984130859375 None None None +0 1983 1.94561767578125 1126.4698486328125 1032.4967041015625 None None None +0 1984 1.9448086023330688 1126.439208984375 1032.505126953125 None None None +0 1985 1.944002628326416 1126.3548583984375 1032.4595947265625 None None None +0 1986 1.943237066268921 1126.215576171875 1032.357421875 None None None +0 1987 1.942457914352417 1126.1563720703125 1032.335693359375 None None None +0 1988 1.9416722059249878 1126.075439453125 1032.2928466796875 None None None +0 1989 1.940888524055481 1126.00732421875 1032.2625732421875 None None None +0 1990 1.940122365951538 1125.9482421875 1032.240478515625 None None None +0 1991 1.9393330812454224 1125.8868408203125 1032.2171630859375 None None None +0 1992 1.9385926723480225 1125.8505859375 1032.2166748046875 None None None +0 1993 1.9377684593200684 1125.8265380859375 1032.2322998046875 None None None +0 1994 1.9369724988937378 1125.77685546875 1032.22119140625 None None None +0 1995 1.9361546039581299 1125.726806640625 1032.2105712890625 None None None +0 1996 1.9353432655334473 1125.6536865234375 1032.1767578125 None None None +0 1997 1.934544324874878 1125.5576171875 1032.1192626953125 None None None +0 1998 1.93374764919281 1125.50830078125 1032.1083984375 None None None +0 1999 1.9329006671905518 1125.4925537109375 1032.1336669921875 None None None +0 2000 1.932222604751587 1125.4188232421875 1032.0926513671875 None None None +0 2001 1.9314745664596558 1125.327392578125 1032.0372314453125 None None None +0 2002 1.9307610988616943 1125.30859375 1032.0528564453125 None None None +0 2003 1.9300063848495483 1125.2352294921875 1032.0159912109375 None None None +0 2004 1.929226279258728 1125.1768798828125 1031.995361328125 None None None +0 2005 1.9284403324127197 1125.1375732421875 1031.993896484375 None None None +0 2006 1.9277287721633911 1125.0565185546875 1031.947265625 None None None +0 2007 1.9269437789916992 1124.979248046875 1031.9080810546875 None None None +0 2008 1.9261910915374756 1124.935302734375 1031.900390625 None None None +0 2009 1.9254415035247803 1124.8560791015625 1031.857421875 None None None +0 2010 1.9246238470077515 1124.8089599609375 1031.8497314453125 None None None +0 2011 1.9238406419754028 1124.772216796875 1031.8509521484375 None None None +0 2012 1.9230644702911377 1124.7181396484375 1031.834228515625 None None None +0 2013 1.9223417043685913 1124.67236328125 1031.8233642578125 None None 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None +2 1867 0.2883005142211914 991.7838745117188 977.8589477539062 None None None +2 1868 0.28829625248908997 991.7858276367188 977.8611450195312 None None None +2 1869 0.28829026222229004 991.760498046875 977.8361206054688 None None None +2 1870 0.28826722502708435 991.7435913085938 977.8203125 None None None +2 1871 0.2882258892059326 991.7036743164062 977.7823486328125 None None None +2 1872 0.2882401645183563 991.6880493164062 977.7659912109375 None None None +2 1873 0.28819358348846436 991.6504516601562 977.730712890625 None None None +2 1874 0.28815823793411255 991.6292114257812 977.7111206054688 None None None +2 1875 0.2882142663002014 991.601318359375 977.6805419921875 None None None +2 1876 0.28818586468696594 991.66552734375 977.7462158203125 None None None +2 1877 0.28822603821754456 991.6583862304688 977.7371826171875 None None None +2 1878 0.2882249355316162 991.6322021484375 977.7109375 None None None +2 1879 0.2882246673107147 991.6535034179688 977.7322998046875 None None None +2 1880 0.2882295250892639 991.695068359375 977.7736206054688 None None None +2 1881 0.2882549464702606 991.7169799804688 977.7943115234375 None None None +2 1882 0.2882157862186432 991.7033081054688 977.7825317382812 None None None +2 1883 0.28817856311798096 991.6970825195312 977.7780151367188 None None None +2 1884 0.2882024049758911 991.6842041015625 977.7639770507812 None None None +2 1885 0.2882321774959564 991.7271118164062 977.8054809570312 None None None +2 1886 0.2882385849952698 991.7591552734375 977.837158203125 None None None +2 1887 0.2882208824157715 991.7649536132812 977.8438110351562 None None None +2 1888 0.2881908714771271 991.7532348632812 977.8335571289062 None None None +2 1889 0.2881762981414795 991.7229614257812 977.803955078125 None None None +2 1890 0.2881329655647278 991.71240234375 977.7954711914062 None None None +2 1891 0.28816479444503784 991.6273193359375 977.7089233398438 None None None +2 1892 0.2881947457790375 991.6742553710938 977.75439453125 None None None +2 1893 0.2881605923175812 991.6334228515625 977.7152709960938 None None None +2 1894 0.2881872057914734 991.5897216796875 977.6702270507812 None None None +2 1895 0.28813427686691284 991.6656494140625 977.7487182617188 None None None +2 1896 0.2881075441837311 991.6553344726562 977.73974609375 None None None +2 1897 0.2881055772304535 991.5726928710938 977.6572265625 None None None +2 1898 0.2880975008010864 991.5896606445312 977.674560546875 None None None +2 1899 0.28808683156967163 991.6137084960938 977.6990966796875 None None None +2 1900 0.2880760729312897 991.5739135742188 977.6598510742188 None None None +2 1901 0.2881128787994385 991.5242309570312 977.6084594726562 None None None +2 1902 0.2880840003490448 991.4998779296875 977.58544921875 None None None +2 1903 0.2880716919898987 991.5514526367188 977.6376953125 None None None +2 1904 0.28802451491355896 991.53125 977.6197509765625 None None None +2 1905 0.2880125641822815 991.474853515625 977.5640258789062 None None None +2 1906 0.28798359632492065 991.4837036132812 977.57421875 None None None +2 1907 0.2879982888698578 991.4893798828125 977.5792236328125 None None None +2 1908 0.28796491026878357 991.4481811523438 977.5396728515625 None None None +2 1909 0.2879992127418518 991.39013671875 977.4799194335938 None None None +2 1910 0.28795766830444336 991.4254760742188 977.5172729492188 None None None +2 1911 0.287942498922348 991.4359130859375 977.5284423828125 None None None +2 1912 0.2879481315612793 991.38916015625 977.4813842773438 None None None +2 1913 0.2878997027873993 991.3555297851562 977.4501342773438 None None None +2 1914 0.287890762090683 991.3152465820312 977.4103393554688 None None None +2 1915 0.28791487216949463 991.3704833984375 977.46435546875 None None None +2 1916 0.2879618704319 991.3858032226562 977.4774169921875 None None None +2 1917 0.2879897356033325 991.4054565429688 977.4957275390625 None None None +2 1918 0.28806498646736145 991.37939453125 977.4660034179688 None None None +2 1919 0.288076251745224 991.3511962890625 977.437255859375 None None None +2 1920 0.2880571484565735 991.3869018554688 977.473876953125 None None None +2 1921 0.28804829716682434 991.3170776367188 977.404541015625 None None None +2 1922 0.2880791425704956 991.2977294921875 977.3837280273438 None None None +2 1923 0.28811320662498474 991.2703247070312 977.354736328125 None None None +2 1924 0.2880738079547882 991.3312377929688 977.4175415039062 None None None +2 1925 0.2880484461784363 991.358642578125 977.4461059570312 None None None +2 1926 0.2880344092845917 991.37939453125 977.4675903320312 None None None +2 1927 0.2880103886127472 991.3682861328125 977.45751953125 None None None +2 1928 0.2879717946052551 991.3439331054688 977.43505859375 None None None +2 1929 0.287975937128067 991.3223876953125 977.4132690429688 None None None +2 1930 0.28797072172164917 991.314697265625 977.4058227539062 None None None +2 1931 0.28797784447669983 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0.2881501317024231 991.2860107421875 977.368408203125 None None None +2 1945 0.28818148374557495 991.3245239257812 977.4053955078125 None None None +2 1946 0.28821149468421936 991.3214721679688 977.40087890625 None None None +2 1947 0.28815513849258423 991.4030151367188 977.4851684570312 None None None +2 1948 0.28817006945610046 991.4235229492188 977.5050048828125 None None None +2 1949 0.2881404757499695 991.4545288085938 977.5374145507812 None None None +2 1950 0.28815463185310364 991.4896240234375 977.5718383789062 None None None +2 1951 0.28814658522605896 991.4818115234375 977.5643920898438 None None None +2 1952 0.2881958484649658 991.4590454101562 977.5392456054688 None None None +2 1953 0.2882477343082428 991.4562377929688 977.5338745117188 None None None +2 1954 0.2882041037082672 991.4228515625 977.5025634765625 None None None +2 1955 0.2882292568683624 991.394287109375 977.4728393554688 None None None +2 1956 0.2882399260997772 991.3805541992188 977.4585571289062 None None None +2 1957 0.2882349193096161 991.4129028320312 977.4912109375 None None None +2 1958 0.2882162928581238 991.469970703125 977.549072265625 None None None +2 1959 0.28828054666519165 991.4716186523438 977.5476684570312 None None None +2 1960 0.2882832884788513 991.4913330078125 977.5671997070312 None None None +2 1961 0.2883022129535675 991.49755859375 977.5725708007812 None None None +2 1962 0.2882539927959442 991.53076171875 977.6080322265625 None None None +2 1963 0.2882305383682251 991.5108642578125 977.58935546875 None None None +2 1964 0.28829291462898254 991.516845703125 977.5923461914062 None None None +2 1965 0.28836801648139954 991.5785522460938 977.6504516601562 None None None +2 1966 0.2883671224117279 991.575927734375 977.6478881835938 None None None +2 1967 0.28838562965393066 991.5701293945312 977.6411743164062 None None None +2 1968 0.2884112596511841 991.5504150390625 977.6202392578125 None None None +2 1969 0.28838762640953064 991.5231323242188 977.5941162109375 None None None +2 1970 0.2883766293525696 991.5501708984375 977.6216430664062 None None None +2 1971 0.2883668839931488 991.5492553710938 977.6212158203125 None None None +2 1972 0.28836020827293396 991.5066528320312 977.5789184570312 None None None +2 1973 0.28834304213523865 991.4844360351562 977.5574951171875 None None None +2 1974 0.2883008122444153 991.5328369140625 977.6079711914062 None None None +2 1975 0.2882571220397949 991.5516967773438 977.62890625 None None None +2 1976 0.2882508933544159 991.5488891601562 977.6264038085938 None None None +2 1977 0.28820812702178955 991.5587768554688 977.6383056640625 None None None +2 1978 0.2882108688354492 991.5387573242188 977.6181640625 None None None +2 1979 0.288229763507843 991.4488525390625 977.5274047851562 None None None +2 1980 0.2882167398929596 991.4393310546875 977.5184936523438 None None None +2 1981 0.28817886114120483 991.4328002929688 977.5137329101562 None None None +2 1982 0.28815582394599915 991.3995361328125 977.4815673828125 None None None +2 1983 0.28812700510025024 991.3971557617188 977.4806518554688 None None None +2 1984 0.28811684250831604 991.3651733398438 977.4491577148438 None None None +2 1985 0.2880825698375702 991.41357421875 977.499267578125 None None None +2 1986 0.28809723258018494 991.397705078125 977.482666015625 None None None +2 1987 0.28810837864875793 991.4361572265625 977.5205688476562 None None None +2 1988 0.2880912125110626 991.4386596679688 977.5238647460938 None None None +2 1989 0.2880914509296417 991.4427490234375 977.5279541015625 None None None +2 1990 0.2882111966609955 991.4000244140625 977.4794921875 None None None +2 1991 0.28818902373313904 991.4083251953125 977.4888305664062 None None None +2 1992 0.2881602644920349 991.366455078125 977.4483642578125 None None None +2 1993 0.28814268112182617 991.31201171875 977.3948364257812 None None None +2 1994 0.28813114762306213 991.2748413085938 977.358154296875 None None None +2 1995 0.28812530636787415 991.264892578125 977.3485107421875 None None None +2 1996 0.28817522525787354 991.2294921875 977.3106689453125 None None None +2 1997 0.2881823480129242 991.2280883789062 977.3090209960938 None None None +2 1998 0.2881838381290436 991.224365234375 977.30517578125 None None None +2 1999 0.2882179021835327 991.243896484375 977.322998046875 None None None +2 2000 0.28823596239089966 991.19873046875 977.2769775390625 None None None +2 2001 0.28823181986808777 991.2316284179688 977.3101196289062 None None None +2 2002 0.2881978154182434 991.244384765625 977.3245239257812 None None None +2 2003 0.28816959261894226 991.2655639648438 977.3470458984375 None None None +2 2004 0.2881558835506439 991.2789306640625 977.361083984375 None None None +2 2005 0.28813406825065613 991.2848510742188 977.3680419921875 None None None +2 2006 0.28813090920448303 991.3381958007812 977.4215087890625 None None None +2 2007 0.28810688853263855 991.3661499023438 977.4506225585938 None None None +2 2008 0.2881019711494446 991.3099975585938 977.3946533203125 None None None +2 2009 0.28810203075408936 991.2517700195312 977.33642578125 None None None +2 2010 0.28811880946159363 991.2324829101562 977.3163452148438 None None None +2 2011 0.28811773657798767 991.226318359375 977.3102416992188 None None None +2 2012 0.28808626532554626 991.2774047851562 977.3628540039062 None None None +2 2013 0.2880519926548004 991.3265991210938 977.4136962890625 None None None +2 2014 0.28810644149780273 991.314208984375 977.3986206054688 None None None +2 2015 0.28808245062828064 991.316162109375 977.4017333984375 None None None +2 2016 0.28802868723869324 991.298828125 977.3870239257812 None None None +2 2017 0.28800833225250244 991.2984619140625 977.3876342773438 None None None +2 2018 0.288030743598938 991.2946166992188 977.3827514648438 None None None +2 2019 0.2880069613456726 991.24853515625 977.3378295898438 None None None +2 2020 0.28799915313720703 991.265869140625 977.3555908203125 None None 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None None None +3 1936 0.268757164478302 984.2193603515625 971.2386474609375 None None None +3 1937 0.26874735951423645 984.2125854492188 971.2322998046875 None None None +3 1938 0.2687828242778778 984.1901245117188 971.2081909179688 None None None +3 1939 0.2687796950340271 984.1813354492188 971.199462890625 None None None +3 1940 0.26879528164863586 984.207275390625 971.2247314453125 None None None +3 1941 0.26876604557037354 984.1611938476562 971.1800537109375 None None None +3 1942 0.26876136660575867 984.1466674804688 971.165771484375 None None None +3 1943 0.2688315212726593 984.1144409179688 971.130126953125 None None None +3 1944 0.26882168650627136 984.146484375 971.16259765625 None None None +3 1945 0.26883992552757263 984.1568603515625 971.1720581054688 None None None +3 1946 0.26881784200668335 984.2395629882812 971.255859375 None None None +3 1947 0.268857479095459 984.2284545898438 971.2427978515625 None None None +3 1948 0.26888272166252136 984.24267578125 971.255859375 None None None +3 1949 0.2688867449760437 984.2756958007812 971.2886352539062 None None None +3 1950 0.26889070868492126 984.3212280273438 971.333984375 None None None +3 1951 0.26894742250442505 984.3173828125 971.3273315429688 None None None +3 1952 0.268909215927124 984.29150390625 971.3033447265625 None None None +3 1953 0.2688807249069214 984.3096923828125 971.3228759765625 None None None +3 1954 0.2689160108566284 984.3163452148438 971.3278198242188 None None None +3 1955 0.26892200112342834 984.3220825195312 971.333251953125 None None None +3 1956 0.26889467239379883 984.3037719726562 971.3162231445312 None None None +3 1957 0.2689238488674164 984.3230590820312 971.3341064453125 None None None +3 1958 0.26893073320388794 984.344970703125 971.3556518554688 None None None +3 1959 0.2689284682273865 984.3504028320312 971.3611450195312 None None None +3 1960 0.26887136697769165 984.3333129882812 971.3468627929688 None None None +3 1961 0.2688677906990051 984.3231811523438 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0.2535935640335083 979.843017578125 967.5952758789062 None None None +4 1964 0.2535693645477295 979.8195190429688 967.5729370117188 None None None +4 1965 0.25356706976890564 979.8583984375 967.6119384765625 None None None +4 1966 0.2535908818244934 979.8966674804688 967.6489868164062 None None None +4 1967 0.253596693277359 979.9188232421875 967.6708374023438 None None None +4 1968 0.25360244512557983 979.9197387695312 967.6715087890625 None None None +4 1969 0.2535753548145294 979.9038696289062 967.6569213867188 None None None +4 1970 0.25357797741889954 979.9142456054688 967.6671752929688 None None None +4 1971 0.2535889744758606 979.894287109375 967.6466674804688 None None None +4 1972 0.25356435775756836 979.8375244140625 967.5911254882812 None None None +4 1973 0.25354906916618347 979.869140625 967.6234741210938 None None None +4 1974 0.2535388171672821 979.8447265625 967.5995483398438 None None None +4 1975 0.25352010130882263 979.8384399414062 967.5941772460938 None None None 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0.2533537447452545 979.7136840820312 967.4774780273438 None None None +4 2015 0.2533515989780426 979.7108764648438 967.474853515625 None None None +4 2016 0.2533225417137146 979.650634765625 967.4159545898438 None None None +4 2017 0.2533490061759949 979.5966186523438 967.3606567382812 None None None +4 2018 0.25337666273117065 979.5607299804688 967.3234252929688 None None None +4 2019 0.25333577394485474 979.5518188476562 967.3164672851562 None None None +4 2020 0.25331515073776245 979.535400390625 967.301025390625 None None None +4 2021 0.25331035256385803 979.5617065429688 967.3275756835938 None None None +4 2022 0.2532730996608734 979.583740234375 967.3513793945312 None None None +4 2023 0.2532587945461273 979.57275390625 967.3411254882812 None None None +4 2024 0.2532496750354767 979.572998046875 967.3418579101562 None None None +4 2025 0.2532406747341156 979.5947875976562 967.3640747070312 None None None +4 2026 0.2532634437084198 979.56689453125 967.3350830078125 None None None 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963.5029296875 None None None +5 1896 0.24480393528938293 975.3284912109375 963.5050659179688 None None None +5 1897 0.24479004740715027 975.2936401367188 963.4708862304688 None None None +5 1898 0.244747593998909 975.2656860351562 963.445068359375 None None None +5 1899 0.24472667276859283 975.2791137695312 963.45947265625 None None None +5 1900 0.24470838904380798 975.307861328125 963.4890747070312 None None None +5 1901 0.24466952681541443 975.3164672851562 963.4996337890625 None None None +5 1902 0.24469473958015442 975.3453369140625 963.5272827148438 None None None +5 1903 0.24471886456012726 975.3470458984375 963.5277709960938 None None None +5 1904 0.24470409750938416 975.3154296875 963.4968872070312 None None None +5 1905 0.24464534223079681 975.36669921875 963.551025390625 None None None +5 1906 0.24464565515518188 975.446044921875 963.63037109375 None None None +5 1907 0.24465163052082062 975.4651489257812 963.649169921875 None None None +5 1908 0.24465778470039368 975.4715576171875 963.6553344726562 None None None +5 1909 0.24465705454349518 975.5050048828125 963.6887817382812 None None None +5 1910 0.24469932913780212 975.4596557617188 963.641357421875 None None None +5 1911 0.24472090601921082 975.42626953125 963.60693359375 None None None +5 1912 0.2447660118341446 975.4660034179688 963.6444702148438 None None None +5 1913 0.24478381872177124 975.4641723632812 963.6417236328125 None None None +5 1914 0.24476803839206696 975.4512329101562 963.6295776367188 None None None +5 1915 0.24475468695163727 975.4988403320312 963.6777954101562 None None None +5 1916 0.24471606314182281 975.4820556640625 963.6629028320312 None None None +5 1917 0.24467751383781433 975.4547729492188 963.637451171875 None None None +5 1918 0.2446713149547577 975.4503173828125 963.63330078125 None None None +5 1919 0.24471665918827057 975.4270629882812 963.60791015625 None None None +5 1920 0.2447095364332199 975.4005126953125 963.5816650390625 None None None +5 1921 0.24468860030174255 975.3909912109375 963.5731811523438 None None None +5 1922 0.24468101561069489 975.4803466796875 963.6629028320312 None None None +5 1923 0.24464288353919983 975.5614013671875 963.7457885742188 None None None +5 1924 0.2446948140859604 975.5676879882812 963.74951171875 None None None +5 1925 0.24464575946331024 975.5697021484375 963.75390625 None None None +5 1926 0.24462339282035828 975.5858764648438 963.771240234375 None None None +5 1927 0.24464882910251617 975.5745239257812 963.7586059570312 None None None +5 1928 0.24465005099773407 975.564208984375 963.748291015625 None None None +5 1929 0.24465687572956085 975.6342163085938 963.8179321289062 None None None +5 1930 0.24467799067497253 975.630859375 963.8135375976562 None None None +5 1931 0.24466870725154877 975.6300048828125 963.8131713867188 None None None +5 1932 0.2446349710226059 975.6389770507812 963.8237915039062 None None None +5 1933 0.2447069138288498 975.6327514648438 963.8140258789062 None None None +5 1934 0.24474143981933594 975.6647338867188 963.8442993164062 None None None +5 1935 0.24476955831050873 975.6470336914062 963.8252563476562 None None None +5 1936 0.24477463960647583 975.6243286132812 963.8023071289062 None None None +5 1937 0.2448277622461319 975.6884765625 963.8639526367188 None None None +5 1938 0.24487830698490143 975.686767578125 963.85986328125 None None None +5 1939 0.24490253627300262 975.6683349609375 963.8402099609375 None None None +5 1940 0.24489398300647736 975.7137451171875 963.8860473632812 None None None +5 1941 0.24486136436462402 975.7047119140625 963.8786010742188 None None None +5 1942 0.24483010172843933 975.7025146484375 963.8778076171875 None None None +5 1943 0.24480143189430237 975.71826171875 963.8949584960938 None None None +5 1944 0.24480673670768738 975.7279663085938 963.9044189453125 None None None +5 1945 0.24481672048568726 975.686767578125 963.8627319335938 None None None +5 1946 0.2448238879442215 975.6806030273438 963.8562622070312 None None None +5 1947 0.24483099579811096 975.6852416992188 963.8604736328125 None None None +5 1948 0.24484768509864807 975.7308349609375 963.9052734375 None None None +5 1949 0.24485701322555542 975.7337646484375 963.9077758789062 None None None +5 1950 0.24481746554374695 975.7350463867188 963.9109497070312 None None None +5 1951 0.24484790861606598 975.7107543945312 963.8851928710938 None None None +5 1952 0.24489077925682068 975.72802734375 963.9003295898438 None None None +5 1953 0.24498265981674194 975.7403564453125 963.9082641601562 None None None +5 1954 0.2450016587972641 975.728759765625 963.8956909179688 None None None +5 1955 0.24497580528259277 975.6814575195312 963.8496704101562 None None None +5 1956 0.24503746628761292 975.6490478515625 963.8142700195312 None None None +5 1957 0.24506612122058868 975.6199340820312 963.7837524414062 None None None +5 1958 0.24514305591583252 975.6473999023438 963.8075561523438 None None None +5 1959 0.24510575830936432 975.6498413085938 963.8117065429688 None None None +5 1960 0.24512481689453125 975.6607666015625 963.82177734375 None None None +5 1961 0.24524462223052979 975.6656494140625 963.8208618164062 None None None +5 1962 0.24521911144256592 975.7039184570312 963.8604125976562 None None None +5 1963 0.2452138066291809 975.80126953125 963.9580078125 None None None +5 1964 0.24522452056407928 975.8051147460938 963.9613037109375 None None None +5 1965 0.24528279900550842 975.8211669921875 963.9745483398438 None None None +5 1966 0.24527843296527863 975.8523559570312 964.0059204101562 None None None +5 1967 0.2453068047761917 975.8265991210938 963.9786987304688 None None None +5 1968 0.2453540414571762 975.8544311523438 964.0042724609375 None None None +5 1969 0.2453746199607849 975.84228515625 963.9910888671875 None None None +5 1970 0.24534198641777039 975.8568725585938 964.0072021484375 None None None +5 1971 0.24532458186149597 975.8184814453125 963.9697265625 None None None +5 1972 0.24536988139152527 975.8128051757812 963.9618530273438 None None None +5 1973 0.24535426497459412 975.8159790039062 963.9657592773438 None None None +5 1974 0.2453155368566513 975.8431396484375 963.9948120117188 None None None +5 1975 0.24533694982528687 975.8287353515625 963.9793701171875 None None None +5 1976 0.2453465461730957 975.8172607421875 963.9673461914062 None None None +5 1977 0.2454874962568283 975.7762451171875 963.9195556640625 None None None +5 1978 0.24549098312854767 975.7778930664062 963.9209594726562 None None None +5 1979 0.24548329412937164 975.7960815429688 963.9395141601562 None None None +5 1980 0.24546930193901062 975.8175048828125 963.9616088867188 None None None +5 1981 0.24550014734268188 975.8263549804688 963.9690551757812 None None None +5 1982 0.24550816416740417 975.8040161132812 963.9462890625 None None None +5 1983 0.24552007019519806 975.7789916992188 963.9207153320312 None None None +5 1984 0.24553613364696503 975.7398071289062 963.8807983398438 None None None +5 1985 0.2454938143491745 975.7059936523438 963.8489379882812 None None None +5 1986 0.24546480178833008 975.6878662109375 963.832275390625 None None None +5 1987 0.24540971219539642 975.6634521484375 963.8104858398438 None None None +5 1988 0.2453795224428177 975.6348266601562 963.7832641601562 None None None +5 1989 0.24539238214492798 975.6619262695312 963.8097534179688 None None None +5 1990 0.24545468389987946 975.6483154296875 963.7931518554688 None None None +5 1991 0.24541769921779633 975.6336669921875 963.7803344726562 None None None +5 1992 0.24543438851833344 975.6450805664062 963.791015625 None None None +5 1993 0.24547545611858368 975.6400756835938 963.7839965820312 None None None +5 1994 0.2454817146062851 975.686279296875 963.8299560546875 None None None +5 1995 0.24547521770000458 975.6693725585938 963.8132934570312 None None None +5 1996 0.24544407427310944 975.6038208007812 963.7492065429688 None None None +5 1997 0.2454381138086319 975.6332397460938 963.7789306640625 None None None +5 1998 0.24541741609573364 975.6939086914062 963.8406372070312 None None None +5 1999 0.2453828901052475 975.7536010742188 963.9019165039062 None None None +5 2000 0.24547834694385529 975.7659912109375 963.90966796875 None None None +5 2001 0.24549482762813568 975.7634887695312 963.9063110351562 None None None +5 2002 0.24546197056770325 975.7554321289062 963.89990234375 None None None +5 2003 0.24543768167495728 975.7648315429688 963.9104614257812 None None None +5 2004 0.24548909068107605 975.7900390625 963.9332885742188 None None None +5 2005 0.2455381453037262 975.7464599609375 963.8873901367188 None None None +5 2006 0.2455354481935501 975.7650146484375 963.906005859375 None None None +5 2007 0.2455071061849594 975.7650756835938 963.907470703125 None None None +5 2008 0.2455017864704132 975.7473754882812 963.8899536132812 None None None +5 2009 0.24549433588981628 975.7379760742188 963.8809814453125 None None None +5 2010 0.2454690784215927 975.8220825195312 963.96630859375 None None None +5 2011 0.24543419480323792 975.8526000976562 963.9985961914062 None None None +5 2012 0.24541540443897247 975.8102416992188 963.9570922851562 None None None +5 2013 0.24536345899105072 975.8076171875 963.95703125 None None None +5 2014 0.24536466598510742 975.799072265625 963.9483642578125 None None None +5 2015 0.245379239320755 975.7886962890625 963.9373168945312 None None None +5 2016 0.2453320473432541 975.788330078125 963.9392700195312 None None None +5 2017 0.2453376203775406 975.8594970703125 964.0101318359375 None None None +5 2018 0.24536803364753723 975.9105224609375 964.0596923828125 None None None +5 2019 0.2453833669424057 975.909912109375 964.058349609375 None None None +5 2020 0.24536903202533722 975.9302978515625 964.0794677734375 None None None +5 2021 0.24539820849895477 975.9483032226562 964.0961303710938 None None None +5 2022 0.24539484083652496 975.9723510742188 964.1203002929688 None None None 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None +5 2036 0.24534226953983307 976.0287475585938 964.1792602539062 None None None +5 2037 0.2452934980392456 976.0492553710938 964.2022094726562 None None None +5 2038 0.2452884316444397 976.0455322265625 964.19873046875 None None None +5 2039 0.2452610284090042 976.0656127929688 964.2200317382812 None None None +5 2040 0.2452515810728073 976.1006469726562 964.2554931640625 None None None +5 2041 0.24527795612812042 976.1199951171875 964.2735595703125 None None None +5 2042 0.2452581524848938 976.1090087890625 964.2634887695312 None None None +5 2043 0.24520832300186157 976.15087890625 964.3078002929688 None None None +5 2044 0.24523097276687622 976.1244506835938 964.2802734375 None None None +5 2045 0.24524866044521332 976.125 964.2799682617188 None None None +5 2046 0.24528078734874725 976.0888671875 964.2422485351562 None None None +5 2047 0.2452854961156845 976.1632690429688 964.3164672851562 None None None +5 2048 0.24528250098228455 976.1500244140625 964.3033447265625 None None None +5 2049 0.24533569812774658 976.1802368164062 964.3309936523438 None None None +5 2050 0.24533802270889282 976.1727905273438 964.323486328125 None None None +5 2051 0.24531936645507812 976.1961669921875 964.3477172851562 None None None +5 2052 0.2453155815601349 976.2097778320312 964.3615112304688 None None None +5 2053 0.24526870250701904 976.1835327148438 964.3374633789062 None None None +5 2054 0.24528411030769348 976.2304077148438 964.3836059570312 None None None +5 2055 0.24527187645435333 976.1813354492188 964.3351440429688 None None None +5 2056 0.2452266663312912 976.1651611328125 964.3211669921875 None None None +5 2057 0.24520298838615417 976.1376342773438 964.2947998046875 None None None +5 2058 0.24518704414367676 976.0838623046875 964.2417602539062 None None None +5 2059 0.2451777309179306 976.08203125 964.2404174804688 None None None +5 2060 0.24517124891281128 976.0570678710938 964.2157592773438 None None None +5 2061 0.24520477652549744 976.0691528320312 964.2262573242188 None None None +5 2062 0.24520625174045563 976.036865234375 964.19384765625 None None None +5 2063 0.24518239498138428 976.0211181640625 964.1793212890625 None None None +5 2064 0.24517960846424103 976.0582275390625 964.2166137695312 None None None +5 2065 0.24513773620128632 976.0311279296875 964.1914672851562 None None None +5 2066 0.2450980395078659 976.054443359375 964.2166748046875 None None None +5 2067 0.2450673133134842 976.0560913085938 964.2198486328125 None None None +5 2068 0.24506421387195587 976.0383911132812 964.2022705078125 None None None +5 2069 0.24504373967647552 976.1113891601562 964.2763061523438 None None None +5 2070 0.24501250684261322 976.1392211914062 964.3056030273438 None None None +5 2071 0.2450208067893982 976.1542358398438 964.3202514648438 None None None +5 2072 0.24503977596759796 976.1447143554688 964.3099365234375 None None None +5 2073 0.2449992299079895 976.1333618164062 964.3004760742188 None None None +5 2074 0.24497443437576294 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None None None +8 1970 0.19768820703029633 959.13134765625 949.5828247070312 None None None +8 1971 0.1976846605539322 959.1077880859375 949.5593872070312 None None None +8 1972 0.19769512116909027 959.0958862304688 949.5469360351562 None None None +8 1973 0.19771583378314972 959.1434936523438 949.5935668945312 None None None +8 1974 0.19772092998027802 959.0997924804688 949.5496215820312 None None None +8 1975 0.19773633778095245 959.0442504882812 949.4933471679688 None None None +8 1976 0.19774943590164185 959.0213623046875 949.4697875976562 None None None +8 1977 0.1977076530456543 959.004638671875 949.4550170898438 None None None +8 1978 0.19769690930843353 958.9888916015625 949.4398193359375 None None None +8 1979 0.19766879081726074 958.9946899414062 949.447021484375 None None None +8 1980 0.19770531356334686 959.0093994140625 949.4598999023438 None None None +8 1981 0.1977045238018036 959.0016479492188 949.4522094726562 None None None +8 1982 0.19776548445224762 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0.19785815477371216 959.1211547851562 949.564208984375 None None None +8 1996 0.19786199927330017 959.0776977539062 949.5205688476562 None None None +8 1997 0.19784149527549744 959.0377807617188 949.4816284179688 None None None +8 1998 0.19782765209674835 959.01806640625 949.4625854492188 None None None +8 1999 0.1978767067193985 959.0115356445312 949.45361328125 None None None +8 2000 0.19785694777965546 959.0003051757812 949.443359375 None None None +8 2001 0.1978643834590912 959.0573120117188 949.5000610351562 None None None +8 2002 0.19787821173667908 959.0551147460938 949.4971923828125 None None None +8 2003 0.19790709018707275 959.0298461914062 949.470458984375 None None None +8 2004 0.19789761304855347 959.0133666992188 949.4544677734375 None None None +8 2005 0.1978713721036911 959.0319213867188 949.4743041992188 None None None +8 2006 0.19786065816879272 959.06005859375 949.5029907226562 None None None +8 2007 0.1978868693113327 959.052001953125 949.4937133789062 None None None +8 2008 0.19784583151340485 959.0499267578125 949.4935913085938 None None None +8 2009 0.19783170521259308 959.0260009765625 949.4703369140625 None None None +8 2010 0.19782012701034546 959.0340576171875 949.4789428710938 None None None +8 2011 0.19781610369682312 959.0278930664062 949.4729614257812 None None None +8 2012 0.19782379269599915 958.9931640625 949.4378662109375 None None None +8 2013 0.19786132872104645 958.9769287109375 949.4198608398438 None None None +8 2014 0.19785690307617188 959.0184936523438 949.4616088867188 None None None +8 2015 0.19784165918827057 958.9976806640625 949.4415893554688 None None None +8 2016 0.19785580039024353 959.0213012695312 949.4645385742188 None None None +8 2017 0.197867751121521 959.009521484375 949.4521484375 None None None +8 2018 0.1978749781847 958.9797973632812 949.4220581054688 None None None +8 2019 0.197843536734581 958.9948120117188 949.4386596679688 None None None +8 2020 0.19784922897815704 958.9488525390625 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None +8 2059 0.19771519303321838 958.9464721679688 949.3966064453125 None None None +8 2060 0.1977037787437439 958.9361572265625 949.3868408203125 None None None +8 2061 0.19771414995193481 958.9397583007812 949.3899536132812 None None None +8 2062 0.1977008581161499 958.9192504882812 949.3700561523438 None None None +8 2063 0.1976909041404724 958.904296875 949.3555908203125 None None None +8 2064 0.19768160581588745 958.8718872070312 949.3236694335938 None None None +8 2065 0.19764754176139832 958.8860473632812 949.3394775390625 None None None +8 2066 0.19770407676696777 958.8397216796875 949.2904663085938 None None None +8 2067 0.19769680500030518 958.8649291992188 949.3160400390625 None None None +8 2068 0.1977052539587021 958.8574829101562 949.3082275390625 None None None +8 2069 0.19769196212291718 958.8760375976562 949.327392578125 None None None +8 2070 0.19770431518554688 958.8162231445312 949.2669067382812 None None None +8 2071 0.1976732760667801 958.8161010742188 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None None None +10 1819 0.18495193123817444 951.4334716796875 942.5015258789062 None None None +10 1820 0.18496206402778625 951.4063720703125 942.4739379882812 None None None +10 1821 0.18497514724731445 951.4052124023438 942.4721069335938 None None None +10 1822 0.18499422073364258 951.4130249023438 942.4790649414062 None None None +10 1823 0.18500879406929016 951.3665771484375 942.4318237304688 None None None +10 1824 0.18498951196670532 951.3554077148438 942.4215698242188 None None None +10 1825 0.18497996032238007 951.3245239257812 942.3911743164062 None None None +10 1826 0.18498869240283966 951.3704833984375 942.4367065429688 None None None +10 1827 0.1849920004606247 951.4312133789062 942.497314453125 None None None +10 1828 0.18496465682983398 951.4241333007812 942.4915771484375 None None None +10 1829 0.1849544197320938 951.4415283203125 942.5093994140625 None None None +10 1830 0.18495780229568481 951.507568359375 942.5752563476562 None None None +10 1831 0.18494482338428497 951.52197265625 942.59033203125 None None None +10 1832 0.18499310314655304 951.5267333984375 942.5927124023438 None None None +10 1833 0.18497386574745178 951.506591796875 942.573486328125 None None None +10 1834 0.1849551945924759 951.483154296875 942.5509643554688 None None None +10 1835 0.18497860431671143 951.4544067382812 942.5210571289062 None None None +10 1836 0.18501515686511993 951.44677734375 942.51171875 None None None +10 1837 0.18502268195152283 951.4561767578125 942.5208129882812 None None None +10 1838 0.18500523269176483 951.4153442382812 942.4808349609375 None None None +10 1839 0.18499484658241272 951.3570556640625 942.4230346679688 None None None +10 1840 0.18497204780578613 951.390869140625 942.4579467773438 None None None +10 1841 0.18495169281959534 951.3865356445312 942.4545288085938 None None None +10 1842 0.1849435567855835 951.368896484375 942.437255859375 None None None +10 1843 0.18490126729011536 951.364990234375 942.4354248046875 None None None +10 1844 0.1849101483821869 951.3487548828125 942.4187622070312 None None None +10 1845 0.1848875880241394 951.3324584960938 942.4035034179688 None None None +10 1846 0.1848989576101303 951.3540649414062 942.424560546875 None None None +10 1847 0.184876948595047 951.3850708007812 942.4566040039062 None None None +10 1848 0.18487070500850677 951.3567504882812 942.4285888671875 None None None +10 1849 0.18487921357154846 951.3629760742188 942.434326171875 None None None +10 1850 0.18486812710762024 951.376708984375 942.4486083984375 None None None +10 1851 0.1849248856306076 951.382568359375 942.4517822265625 None None None +10 1852 0.18488815426826477 951.415283203125 942.4862060546875 None None None +10 1853 0.18488332629203796 951.43212890625 942.5032348632812 None None None +10 1854 0.18490438163280487 951.4439086914062 942.5140380859375 None None None +10 1855 0.1848832368850708 951.4478759765625 942.51904296875 None None None +10 1856 0.18483449518680573 951.4927368164062 942.5662231445312 None None None +10 1857 0.18479639291763306 951.509033203125 942.5842895507812 None None None +10 1858 0.1847693771123886 951.4951782226562 942.5717163085938 None None None +10 1859 0.18476536870002747 951.5184326171875 942.59521484375 None None None +10 1860 0.18481868505477905 951.5455322265625 942.6197509765625 None None None +10 1861 0.18478666245937347 951.5553588867188 942.631103515625 None None None +10 1862 0.1847800761461258 951.5672607421875 942.6433715820312 None None None +10 1863 0.18477094173431396 951.5967407226562 942.6732788085938 None None None +10 1864 0.18479061126708984 951.607177734375 942.6828002929688 None None None +10 1865 0.18479187786579132 951.613037109375 942.6885375976562 None None None +10 1866 0.18476083874702454 951.567626953125 942.6446533203125 None None None +10 1867 0.18477000296115875 951.5975952148438 942.6741333007812 None None None +10 1868 0.18480171263217926 951.6331787109375 942.7081909179688 None None None +10 1869 0.1848018616437912 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1882 0.1847248077392578 951.7312622070312 942.8099365234375 None None None +10 1883 0.18470190465450287 951.769287109375 942.84912109375 None None None +10 1884 0.18471401929855347 951.8008422851562 942.880126953125 None None None +10 1885 0.18469268083572388 951.8924560546875 942.9727783203125 None None None +10 1886 0.18467450141906738 951.9068603515625 942.988037109375 None None None +10 1887 0.18466605246067047 951.8975219726562 942.97900390625 None None None +10 1888 0.1846877783536911 951.9200439453125 943.0005493164062 None None None +10 1889 0.1846514642238617 951.952880859375 943.03515625 None None None +10 1890 0.1846473217010498 951.9293823242188 943.0117797851562 None None None +10 1891 0.18465982377529144 951.9041748046875 942.9860229492188 None None None +10 1892 0.18467862904071808 951.8892211914062 942.9701538085938 None None None +10 1893 0.18469996750354767 951.9031982421875 942.9830322265625 None None None +10 1894 0.18467894196510315 951.8929443359375 942.9738159179688 None None None +10 1895 0.1847110539674759 951.8784790039062 942.9578247070312 None None None +10 1896 0.18472763895988464 951.8507080078125 942.9293212890625 None None None +10 1897 0.18470241129398346 951.88427734375 942.9640502929688 None None None +10 1898 0.1847246289253235 951.8788452148438 942.9575805664062 None None None +10 1899 0.18472431600093842 951.8906860351562 942.9694213867188 None None None +10 1900 0.1847022920846939 951.8938598632812 942.9735717773438 None None None +10 1901 0.18472997844219208 951.884521484375 942.9629516601562 None None None +10 1902 0.18471533060073853 951.8240356445312 942.9031372070312 None None None +10 1903 0.18469150364398956 951.8079833984375 942.8882446289062 None None None +10 1904 0.18470299243927002 951.8390502929688 942.918701171875 None None None +10 1905 0.1846972107887268 951.8629760742188 942.9429321289062 None None None +10 1906 0.18465076386928558 951.8676147460938 942.9498901367188 None None None +10 1907 0.1846485435962677 951.827880859375 942.9102172851562 None None None +10 1908 0.18463566899299622 951.857177734375 942.9401245117188 None None None +10 1909 0.18467919528484344 951.882568359375 942.9634399414062 None None None +10 1910 0.18465857207775116 951.8833618164062 942.9652099609375 None None None +10 1911 0.18471400439739227 951.8770141601562 942.9562377929688 None None None +10 1912 0.18469509482383728 951.9105224609375 942.9906616210938 None None None +10 1913 0.1846925914287567 951.9089965820312 942.9892578125 None None None +10 1914 0.1847020834684372 951.8892822265625 942.9690551757812 None None None +10 1915 0.18470564484596252 951.8515014648438 942.9310913085938 None None None +10 1916 0.18475855886936188 951.8449096679688 942.9219970703125 None None None +10 1917 0.18473483622074127 951.8074951171875 942.8857421875 None None None +10 1918 0.18471801280975342 951.776611328125 942.8556518554688 None None None +10 1919 0.184701606631279 951.7722778320312 942.8521728515625 None None None +10 1920 0.18472766876220703 951.7557373046875 942.8343505859375 None None None +10 1921 0.18474146723747253 951.7750854492188 942.8529663085938 None None None +10 1922 0.18473702669143677 951.7374877929688 942.8156127929688 None None None +10 1923 0.1846982091665268 951.76708984375 942.8470458984375 None None None +10 1924 0.18468943238258362 951.7450561523438 942.8255004882812 None None None +10 1925 0.18467292189598083 951.7365112304688 942.8178100585938 None None None +10 1926 0.18465223908424377 951.7279663085938 942.8102416992188 None None None +10 1927 0.18465274572372437 951.7210693359375 942.8032836914062 None None None +10 1928 0.1846478134393692 951.728759765625 942.8112182617188 None None None +10 1929 0.18461807072162628 951.7424926757812 942.826416015625 None None None +10 1930 0.18458934128284454 951.7151489257812 942.8004150390625 None None None +10 1931 0.18460315465927124 951.7727661132812 942.8573608398438 None None None +10 1932 0.18460801243782043 951.74462890625 942.8289794921875 None None None +10 1933 0.18462690711021423 951.781494140625 942.864990234375 None None None +10 1934 0.184595987200737 951.7962036132812 942.8812255859375 None None None +10 1935 0.18458689749240875 951.8668212890625 942.9522705078125 None None None +10 1936 0.18460913002490997 951.8449096679688 942.9292602539062 None None None +10 1937 0.1846250742673874 951.877685546875 942.9613037109375 None None None +10 1938 0.1846293807029724 951.8408813476562 942.92431640625 None None None +10 1939 0.18464484810829163 951.8302001953125 942.9129028320312 None None None +10 1940 0.18462565541267395 951.8270874023438 942.9107055664062 None None None +10 1941 0.18463769555091858 951.8132934570312 942.8963623046875 None None None +10 1942 0.18462370336055756 951.8092041015625 942.8929443359375 None None None +10 1943 0.1846768707036972 951.7442016601562 942.8253784179688 None None None +10 1944 0.18465226888656616 951.7135009765625 942.7958984375 None None None +10 1945 0.18460144102573395 951.740478515625 942.8252563476562 None None None +10 1946 0.18462379276752472 951.7529907226562 942.8367309570312 None None None +10 1947 0.1846088021993637 951.71484375 942.79931640625 None None None +10 1948 0.1846398264169693 951.737548828125 942.8204956054688 None None None +10 1949 0.18462659418582916 951.7230224609375 942.8065795898438 None None None +10 1950 0.18461613357067108 951.7037353515625 942.7877197265625 None None None +10 1951 0.18460588157176971 951.7257690429688 942.8102416992188 None None None +10 1952 0.1845749467611313 951.70068359375 942.7866821289062 None None None +10 1953 0.18459908664226532 951.7289428710938 942.813720703125 None None None +10 1954 0.1846158504486084 951.748779296875 942.832763671875 None None None +10 1955 0.18461087346076965 951.7423095703125 942.8264770507812 None None None +10 1956 0.18464182317256927 951.6953125 942.7780151367188 None None None +10 1957 0.1846258044242859 951.751953125 942.8355102539062 None None None +10 1958 0.18460755050182343 951.73828125 942.8226928710938 None None None +10 1959 0.1846010684967041 951.7208251953125 942.8055419921875 None None None +10 1960 0.18460215628147125 951.739990234375 942.8246459960938 None None None +10 1961 0.18462158739566803 951.75634765625 942.840087890625 None None None +10 1962 0.18462589383125305 951.7144775390625 942.7980346679688 None None None +10 1963 0.18462155759334564 951.74658203125 942.830322265625 None None None +10 1964 0.18466967344284058 951.7024536132812 942.7838134765625 None None None +10 1965 0.18465514481067657 951.7169799804688 942.799072265625 None None None +10 1966 0.18465586006641388 951.6923217773438 942.7744140625 None None None +10 1967 0.18462949991226196 951.7574462890625 942.8408203125 None None None +10 1968 0.1846323013305664 951.7379760742188 942.8211669921875 None None None +10 1969 0.1846010982990265 951.7542114257812 942.8389282226562 None None None +10 1970 0.18460945785045624 951.7325439453125 942.8168334960938 None None None +10 1971 0.18459247052669525 951.7930908203125 942.8782348632812 None None None +10 1972 0.18461033701896667 951.765625 942.8499145507812 None None None +10 1973 0.18460267782211304 951.7881469726562 942.8728637695312 None None None +10 1974 0.1845797896385193 951.8057861328125 942.8916625976562 None None None +10 1975 0.18458935618400574 951.7842407226562 942.86962890625 None None None +10 1976 0.18457549810409546 951.7827758789062 942.8688354492188 None None None +10 1977 0.18456164002418518 951.7850341796875 942.8717041015625 None None None +10 1978 0.1845434159040451 951.7870483398438 942.8745727539062 None None None +10 1979 0.1845666766166687 951.826904296875 942.9132690429688 None None None +10 1980 0.18456031382083893 951.8251342773438 942.9118041992188 None None None +10 1981 0.18456467986106873 951.8239135742188 942.910400390625 None None None +10 1982 0.1845669001340866 951.8111572265625 942.8975830078125 None None None +10 1983 0.18455934524536133 951.8017578125 942.8884887695312 None None None +10 1984 0.18453878164291382 951.8339233398438 942.9216918945312 None None None +10 1985 0.18453577160835266 951.8276977539062 942.9155883789062 None None None +10 1986 0.18450981378555298 951.8076782226562 942.8968505859375 None None None +10 1987 0.18450789153575897 951.7947998046875 942.884033203125 None None None +10 1988 0.18451352417469025 951.7779541015625 942.8668823242188 None None None +10 1989 0.18448777496814728 951.7717895507812 942.8619384765625 None None None +10 1990 0.18444432318210602 951.7862548828125 942.8785400390625 None None None +10 1991 0.18444958329200745 951.7767333984375 942.8687133789062 None None None +10 1992 0.18444910645484924 951.7896118164062 942.8816528320312 None None None +10 1993 0.18445844948291779 951.8419189453125 942.9335327148438 None None None +10 1994 0.1844705045223236 951.82373046875 942.914794921875 None None None +10 1995 0.18446415662765503 951.83447265625 942.9258422851562 None None None +10 1996 0.18445052206516266 951.8126220703125 942.9046630859375 None None None +10 1997 0.18444876372814178 951.8206176757812 942.9127807617188 None None None +10 1998 0.18442972004413605 951.8118286132812 942.9049682617188 None None None +10 1999 0.18446537852287292 951.80078125 942.8922119140625 None None None +10 2000 0.1844920814037323 951.7332153320312 942.8233642578125 None None None +10 2001 0.18450020253658295 951.7285766601562 942.8182373046875 None None None +10 2002 0.1845235377550125 951.6986083984375 942.7871704101562 None None None +10 2003 0.18452714383602142 951.7100219726562 942.7984619140625 None None None +10 2004 0.18449941277503967 951.7413940429688 942.8311767578125 None None None +10 2005 0.18448421359062195 951.77099609375 942.8614501953125 None None None +10 2006 0.18452098965644836 951.7694702148438 942.858154296875 None None None +10 2007 0.18453329801559448 951.7620849609375 942.8502197265625 None None None +10 2008 0.18454201519489288 951.7156372070312 942.8033447265625 None None None +10 2009 0.1845359355211258 951.7355346679688 942.8235473632812 None None None +10 2010 0.18452441692352295 951.75 942.8385009765625 None None None +10 2011 0.18451042473316193 951.7369384765625 942.826171875 None None None +10 2012 0.18447893857955933 951.7415161132812 942.832275390625 None None None +10 2013 0.18445104360580444 951.694091796875 942.7862548828125 None None None +10 2014 0.18445910513401031 951.7340698242188 942.8258666992188 None None None +10 2015 0.18444934487342834 951.7704467773438 942.8627319335938 None None None +10 2016 0.18444141745567322 951.7395629882812 942.8322143554688 None None None +10 2017 0.1844068020582199 951.7922973632812 942.8866577148438 None None None +10 2018 0.18435557186603546 951.826416015625 942.9232177734375 None None None +10 2019 0.18437863886356354 951.8126831054688 942.9083862304688 None None None +10 2020 0.1843627244234085 951.8463745117188 942.9428100585938 None 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949.1727294921875 940.5689086914062 None None None +11 1972 0.1781240999698639 949.1799926757812 940.577392578125 None None None +11 1973 0.1781061440706253 949.1493530273438 940.5476684570312 None None None +11 1974 0.17812347412109375 949.1610107421875 940.5584716796875 None None None +11 1975 0.17811092734336853 949.1459350585938 940.5440063476562 None None None +11 1976 0.17812295258045197 949.1452026367188 940.542724609375 None None None +11 1977 0.1781330555677414 949.15283203125 940.5498046875 None None None +11 1978 0.1781013160943985 949.1416625976562 940.5402221679688 None None None +11 1979 0.17808543145656586 949.1465454101562 940.5458374023438 None None None +11 1980 0.17810499668121338 949.1906127929688 940.5889892578125 None None None +11 1981 0.1780988723039627 949.2174682617188 940.6160888671875 None None None +11 1982 0.17809009552001953 949.217041015625 940.6160278320312 None None None +11 1983 0.1780657023191452 949.2338256835938 940.6339721679688 None None None +11 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935.4021606445312 None None None +12 1907 0.16453944146633148 943.3767700195312 935.4302368164062 None None None +12 1908 0.16459351778030396 943.368408203125 935.419189453125 None None None +12 1909 0.16461880505084991 943.3593139648438 935.4088745117188 None None None +12 1910 0.16465172171592712 943.3206787109375 935.3687133789062 None None None +12 1911 0.1646992415189743 943.3671264648438 935.412841796875 None None None +12 1912 0.16469646990299225 943.3167724609375 935.362548828125 None None None +12 1913 0.16470983624458313 943.2781372070312 935.3232421875 None None None +12 1914 0.16471664607524872 943.2883911132812 935.3331298828125 None None None +12 1915 0.16471493244171143 943.2888793945312 935.3336791992188 None None None +12 1916 0.1647169291973114 943.2476806640625 935.2924194335938 None None None +12 1917 0.1646852344274521 943.251708984375 935.2980346679688 None None None +12 1918 0.16467060148715973 943.2610473632812 935.30810546875 None None None +12 1919 0.16466636955738068 943.2434692382812 935.2907104492188 None None None +12 1920 0.16470079123973846 943.1962890625 935.2418823242188 None None None +12 1921 0.164717435836792 943.1761474609375 935.220947265625 None None None +12 1922 0.16470156610012054 943.1710205078125 935.216552734375 None None None +12 1923 0.1646840125322342 943.1712646484375 935.2177734375 None None None +12 1924 0.164692223072052 943.1375732421875 935.18359375 None None None +12 1925 0.16468921303749084 943.1436157226562 935.1898193359375 None None None +12 1926 0.1647002249956131 943.1398315429688 935.1854858398438 None None None +12 1927 0.164687842130661 943.12939453125 935.1755981445312 None None None +12 1928 0.16467730700969696 943.1155395507812 935.1622924804688 None None None +12 1929 0.164689838886261 943.110595703125 935.1567993164062 None None None +12 1930 0.16466382145881653 943.1195068359375 935.1669921875 None None None +12 1931 0.1646624356508255 943.0745849609375 935.1221313476562 None None None 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935.1113891601562 None None None +12 1945 0.16467255353927612 943.0543823242188 935.1015014648438 None None None +12 1946 0.1646844893693924 943.0228881835938 935.0695190429688 None None None +12 1947 0.16466616094112396 943.0762329101562 935.1237182617188 None None None +12 1948 0.16463707387447357 943.041748046875 935.0906372070312 None None None +12 1949 0.1646217256784439 943.0460815429688 935.095703125 None None None +12 1950 0.16461341083049774 943.0601196289062 935.110107421875 None None None +12 1951 0.16464142501354218 943.029296875 935.0779418945312 None None None +12 1952 0.16461318731307983 943.0061645507812 935.05615234375 None None None +12 1953 0.16461233794689178 943.01025390625 935.060302734375 None None None +12 1954 0.16460976004600525 942.9515380859375 935.0017700195312 None None None +12 1955 0.16464102268218994 942.930908203125 934.9796142578125 None None None +12 1956 0.1646188199520111 942.9138793945312 934.9636840820312 None None None +12 1957 0.1645970493555069 942.9177856445312 934.9686279296875 None None None +12 1958 0.16465112566947937 942.9120483398438 934.9603271484375 None None None +12 1959 0.16465748846530914 942.8974609375 934.9453735351562 None None None +12 1960 0.16463607549667358 942.90234375 934.9512939453125 None None None +12 1961 0.16461826860904694 942.9114379882812 934.9613037109375 None None None +12 1962 0.16461636126041412 942.9132690429688 934.9631958007812 None None None +12 1963 0.1646152138710022 942.8919677734375 934.9419555664062 None None None +12 1964 0.16461588442325592 942.884521484375 934.9345092773438 None None None +12 1965 0.16461561620235443 942.8541870117188 934.9041748046875 None None None +12 1966 0.16459599137306213 942.8475952148438 934.8984985351562 None None None +12 1967 0.1645854115486145 942.8652954101562 934.9166870117188 None None None +12 1968 0.16457101702690125 942.850830078125 934.9028930664062 None None None +12 1969 0.1646008938550949 942.8759765625 934.9265747070312 None None None +12 1970 0.1646093875169754 942.8847045898438 934.9349365234375 None None None +12 1971 0.16461315751075745 942.898681640625 934.9487915039062 None None None +12 1972 0.16463322937488556 942.8614501953125 934.9105834960938 None None None +12 1973 0.16462962329387665 942.8529663085938 934.9022827148438 None None None +12 1974 0.1646304428577423 942.8464965820312 934.895751953125 None None None +12 1975 0.16461560130119324 942.8906860351562 934.940673828125 None None None +12 1976 0.1646232306957245 942.8653564453125 934.9149780273438 None None None +12 1977 0.16463886201381683 942.8411254882812 934.8899536132812 None None None +12 1978 0.16461239755153656 942.8358154296875 934.8859252929688 None None None +12 1979 0.16465741395950317 942.8469848632812 934.8948974609375 None None None +12 1980 0.16467760503292084 942.8258666992188 934.872802734375 None None None +12 1981 0.1646772176027298 942.8208618164062 934.8678588867188 None None None +12 1982 0.16467615962028503 942.8167724609375 934.86376953125 None None None +12 1983 0.16466635465621948 942.8278198242188 934.875244140625 None None None +12 1984 0.16465233266353607 942.8740234375 934.922119140625 None None None +12 1985 0.1646893471479416 942.8722534179688 934.9185791015625 None None None +12 1986 0.16467422246932983 942.9115600585938 934.9586181640625 None None None +12 1987 0.16468587517738342 942.9307861328125 934.977294921875 None None None +12 1988 0.16465522348880768 942.9325561523438 934.9805908203125 None None None +12 1989 0.16464239358901978 942.924560546875 934.9732055664062 None None None +12 1990 0.16462410986423492 942.9468383789062 934.996337890625 None None None +12 1991 0.16461585462093353 942.8869018554688 934.9368286132812 None None None +12 1992 0.1646103411912918 942.8513793945312 934.9014892578125 None None None +12 1993 0.16461622714996338 942.8706665039062 934.9205322265625 None None None +12 1994 0.16461941599845886 942.8628540039062 934.9125366210938 None None None 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934.8126831054688 None None None +12 2008 0.16461783647537231 942.7190551757812 934.7688598632812 None None None +12 2009 0.16461938619613647 942.75341796875 934.8031005859375 None None None +12 2010 0.1646120250225067 942.7576293945312 934.8076782226562 None None None +12 2011 0.1646001785993576 942.7664794921875 934.8170776367188 None None None +12 2012 0.16461321711540222 942.7338256835938 934.7838134765625 None None None +12 2013 0.16460606455802917 942.7327880859375 934.7831420898438 None None None +12 2014 0.16459327936172485 942.7178955078125 934.7688598632812 None None None +12 2015 0.16458755731582642 942.7263793945312 934.777587890625 None None None +12 2016 0.16457416117191315 942.754150390625 934.8059692382812 None None None +12 2017 0.16461952030658722 942.7632446289062 934.8129272460938 None None None +12 2018 0.1646018922328949 942.7362670898438 934.7868041992188 None None None +12 2019 0.16459448635578156 942.7432861328125 934.7942504882812 None None None +12 2020 0.16459372639656067 942.6883544921875 934.7393188476562 None None None +12 2021 0.16460657119750977 942.6907348632812 934.7410888671875 None None None +12 2022 0.16459518671035767 942.7062377929688 934.757080078125 None None None +12 2023 0.16459590196609497 942.6795043945312 934.7303466796875 None None None +12 2024 0.164597287774086 942.6643676757812 934.715087890625 None None None +12 2025 0.16460047662258148 942.6580810546875 934.7086791992188 None None None +12 2026 0.1645788699388504 942.6731567382812 934.7247924804688 None None None +12 2027 0.16457431018352509 942.6619873046875 934.7138061523438 None None None +12 2028 0.16455428302288055 942.6834106445312 934.7362060546875 None None None +12 2029 0.16454733908176422 942.7091064453125 934.7622680664062 None None None +12 2030 0.1645304411649704 942.7116088867188 934.7655639648438 None None None +12 2031 0.1645696610212326 942.6989135742188 934.7509765625 None None None +12 2032 0.16454343497753143 942.7086791992188 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0.16050614416599274 941.0509033203125 933.2984008789062 None None None +13 2016 0.16048741340637207 941.1023559570312 933.3507690429688 None None None +13 2017 0.1604641079902649 941.081298828125 933.3308715820312 None None None +13 2018 0.16043998301029205 941.086181640625 933.3368530273438 None None None +13 2019 0.16042792797088623 941.0816040039062 933.3328857421875 None None None +13 2020 0.1604267805814743 941.0845336914062 933.3358764648438 None None None +13 2021 0.16043917834758759 941.055908203125 933.306640625 None None None +13 2022 0.1604311466217041 941.0733032226562 933.3243408203125 None None None +13 2023 0.16040611267089844 941.0664672851562 933.3186645507812 None None None +13 2024 0.16038425266742706 941.0375366210938 933.2908325195312 None None None +13 2025 0.16038094460964203 941.0656127929688 933.3190307617188 None None None +13 2026 0.16037973761558533 941.0285034179688 933.281982421875 None None None +13 2027 0.16037195920944214 941.0582275390625 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None None +13 2445 0.15973009169101715 940.5330200195312 932.818603515625 None None None +13 2446 0.1597183346748352 940.5223999023438 932.8084716796875 None None None +13 2447 0.1596968173980713 940.5294799804688 932.8165893554688 None None None +13 2448 0.15971297025680542 940.5120239257812 932.7982788085938 None None None +13 2449 0.15970300137996674 940.5695190429688 932.8562622070312 None None None +13 2450 0.15970638394355774 940.5775146484375 932.8640747070312 None None None +13 2451 0.15974366664886475 940.5784912109375 932.8632202148438 None None None +13 2452 0.15973883867263794 940.6025390625 932.8875122070312 None None None +13 2453 0.15975312888622284 940.59619140625 932.8804321289062 None None None +13 2454 0.15977317094802856 940.5814819335938 932.8646850585938 None None None +13 2455 0.15978646278381348 940.5810546875 932.8636474609375 None None None +13 2456 0.1597927361726761 940.5887451171875 932.8710327148438 None None None +13 2457 0.1598086655139923 940.5604858398438 932.8419799804688 None None None +13 2458 0.15979118645191193 940.573486328125 932.8558349609375 None None None +13 2459 0.15977580845355988 940.571044921875 932.8540649414062 None None None +13 2460 0.1597607582807541 940.581298828125 932.864990234375 None None None +13 2461 0.15976808965206146 940.5624389648438 932.8458862304688 None None None +13 2462 0.15977346897125244 940.537841796875 932.821044921875 None None None +13 2463 0.1597987711429596 940.5314331054688 932.8134155273438 None None None +13 2464 0.15980488061904907 940.4903564453125 932.7720336914062 None None None +13 2465 0.159786656498909 940.4852905273438 932.7677612304688 None None None +13 2466 0.15980462729930878 940.4771118164062 932.7587280273438 None None None +13 2467 0.15979605913162231 940.4527587890625 932.7348022460938 None None None +13 2468 0.15977604687213898 940.451171875 932.734130859375 None None None +13 2469 0.15976151823997498 940.45361328125 932.7372436523438 None None None +13 2470 0.15977834165096283 940.4790649414062 932.7618408203125 None None None +13 2471 0.15977761149406433 940.4729614257812 932.755859375 None None None +13 2472 0.15985022485256195 940.4588623046875 932.7381591796875 None None None +13 2473 0.15984098613262177 940.4603881835938 932.740234375 None None None +13 2474 0.15982268750667572 940.4957275390625 932.7764892578125 None None None +13 2475 0.1598050892353058 940.5355224609375 932.817138671875 None None None +13 2476 0.15981923043727875 940.5546875 932.8356323242188 None None None +13 2477 0.15979500114917755 940.5606079101562 932.8426513671875 None None None +13 2478 0.15980927646160126 940.5648193359375 932.8461303710938 None None None +13 2479 0.15982545912265778 940.5416259765625 932.8220825195312 None None None diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aa7bb9e391dc6bbe53e8eaacc3ca17224877851 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.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 +2023-08-18 16:35:26.458851: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:28.843868: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:28.847915: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 16:35:29.907523: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c3:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 16:35:29.907665: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:29.929998: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:29.930062: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:29.939989: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:29.944683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:29.961142: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:29.965468: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:29.966399: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:29.995033: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:29.995499: 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. +2023-08-18 16:35:29.996736: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:30.015343: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c3:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 16:35:30.015402: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:30.015441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:30.015470: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:30.015498: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:30.015524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:30.015549: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:30.015574: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:30.015599: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:30.058199: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:30.060593: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:32.713862: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 16:35:32.713973: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 16:35:32.713986: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 16:35:32.766028: 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:c3:00.0, compute capability: 8.0) +2023-08-18 16:35:34.084801: 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.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..b83630e2727432acfb96bf2f078cb58a2dd4591f --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_3/new_model_formats/bias_model_scaled diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet.params.json b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..8412bac4aae904a6ce551b005f88de30a2a3004e --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "48.3", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_data_params.tsv b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..0900cafd1a4607354cde7ca27f9832ea82f501c1 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 37.0 +counts_sum_max_thresh 3235.74 +trainings_pts_post_thresh 172496 diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2cb0472fc5e6defdcb310e968f6c632e2733b57 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.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 +2023-08-18 15:28:43.515305: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:46.067347: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:46.071227: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 15:28:47.637035: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 15:28:47.637189: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:47.658692: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:47.658872: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:47.669424: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:47.674191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:47.690590: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:47.694782: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:47.695822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:47.809321: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:47.809632: 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. +2023-08-18 15:28:47.810490: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:47.931051: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-08-18 15:28:47.931095: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:47.931117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:47.931132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:47.931145: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:47.931158: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:47.931171: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:47.931184: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:47.931197: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:48.061263: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:48.062581: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:50.089613: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 15:28:50.089692: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 15:28:50.089706: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 15:28:50.130302: 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: 0000:07:00.0, compute capability: 8.0) +2023-08-18 15:28:52.351932: 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.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..895dcde0768b42e6d302db0821e4321da5bf260c --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_3/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_3/new_model_formats/chrombpnet diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_model_params.tsv b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..0237a9889f0442a68b5990be018b12c67654a290 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 48.3 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..089a92a6399bf9849dadfee64268b0d2eb6c9f4b --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..089a92a6399bf9849dadfee64268b0d2eb6c9f4b --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.epoch_loss.csv b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..c047e46ab76c0e0380f78434c9f9d7b07b09eec2 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.epoch_loss.csv @@ -0,0 +1,15 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.627202033996582,1026.397705078125,1104.9913330078125,0.34586870670318604,1042.842529296875,1059.5482177734375 +1,0.3177495300769806,987.3901977539062,1002.7369384765625,0.2878260314464569,1028.850341796875,1042.7525634765625 +2,0.28721392154693604,977.4690551757812,991.3401489257812,0.2747286260128021,1030.875244140625,1044.1448974609375 +3,0.26860499382019043,971.22802734375,984.2020263671875,0.263826459646225,1014.2124633789062,1026.9554443359375 +4,0.25279733538627625,967.9320678710938,980.1420288085938,0.2505352795124054,1018.8961791992188,1030.9967041015625 +5,0.24352096021175385,964.33251953125,976.0948486328125,0.23628073930740356,1017.5680541992188,1028.9801025390625 +6,0.23426106572151184,961.7015380859375,973.0174560546875,0.2411922663450241,1020.1187744140625,1031.767822265625 +7,0.20863066613674164,952.4412841796875,962.517578125,0.22471299767494202,1014.5362548828125,1025.3892822265625 +8,0.1975386142730713,949.3106689453125,958.8511352539062,0.22281678020954132,1012.1286010742188,1022.89013671875 +9,0.19011081755161285,946.2763061523438,955.458251953125,0.23444800078868866,1013.5426025390625,1024.8662109375 +10,0.18469548225402832,943.0652465820312,951.985107421875,0.22210867702960968,1021.6792602539062,1032.4071044921875 +11,0.1785442978143692,940.7354736328125,949.3582153320312,0.23498381674289703,1018.5616455078125,1029.9114990234375 +12,0.1645994931459427,934.7761840820312,942.7266845703125,0.22545433044433594,1018.8789672851562,1029.7685546875 +13,0.15982545912265778,932.8220825195312,940.5416259765625,0.2189730703830719,1019.635498046875,1030.211669921875 diff --git a/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stderr.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..02e613f244a32e7e8c3f5393c059febabfd058e3 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stderr.txt @@ -0,0 +1,332 @@ +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 +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 +2023-01-18 03:59:37.082934: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:23.736577: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:09:23.743530: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 04:09:23.787441: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 04:09:23.787578: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:23.820824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:09:23.821027: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:09:23.838034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:09:23.846085: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:09:23.875201: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:09:23.882662: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:09:23.884482: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:09:23.887209: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:09:23.887682: 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. +2023-01-18 04:09:23.888851: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:09:23.889283: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 04:09:23.889339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:23.889380: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:09:23.889411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:09:23.889441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:09:23.889470: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:09:23.889500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:09:23.889529: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:09:23.889559: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:09:23.890212: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:09:23.892133: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:09:26.008243: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 04:09:26.008351: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 04:09:26.008373: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 04:09:26.013111: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +2023-01-18 04:09:28.002726: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 04:09:28.020482: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 04:09:28.290571: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:09:29.627521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:09:29.638593: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:10:16.285366: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:10:19.318682: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:10:19.320218: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 04:10:19.358638: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 04:10:19.358746: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:10:19.362572: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:10:19.362671: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:10:19.364433: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:10:19.364861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:10:19.368686: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:10:19.369674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:10:19.370096: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:10:19.370899: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:10:19.371299: 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. +2023-01-18 04:10:19.371404: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 04:10:19.371801: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 04:10:19.371839: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:10:19.371870: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:10:19.371898: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:10:19.371924: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 04:10:19.371950: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 04:10:19.371976: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 04:10:19.372002: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 04:10:19.372028: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 04:10:19.372626: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 04:10:19.372674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 04:10:20.057059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 04:10:20.057170: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 04:10:20.057193: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 04:10:20.058398: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +2023-01-18 04:19:13.125684: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 04:19:13.126289: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 04:19:15.272149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 04:19:15.586647: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 04:19:15.609465: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +WARNING:tensorflow:Callback method `on_train_batch_end` is slow compared to the batch time (batch time: 0.1768s vs `on_train_batch_end` time: 0.2543s). Check your callbacks. +2023-01-18 09:11:05.750388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:11:09.856368: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:11:09.857785: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 09:11:09.935768: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:11:09.935867: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:11:09.939568: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:11:09.939638: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:11:09.941216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:11:09.941598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:11:09.945099: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:11:09.945952: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:11:09.946372: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:11:09.947089: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:11:09.947470: 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. +2023-01-18 09:11:09.947569: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:11:09.947941: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:11:09.947977: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:11:09.948013: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:11:09.948047: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:11:09.948088: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:11:09.948122: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:11:09.948155: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:11:09.948187: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:11:09.948220: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:11:09.948809: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:11:09.948853: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:11:10.577885: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 09:11:10.577987: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 09:11:10.578006: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 09:11:10.579116: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +2023-01-18 09:13:45.666940: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 09:13:45.671014: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 09:13:45.776551: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:13:46.049785: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:13:46.052132: 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. +2023-01-18 09:18:35.720380: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:18:42.194688: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:18:42.196212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 09:18:42.765322: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:18:42.765453: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:18:42.770766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:18:42.770874: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:18:42.773223: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:18:42.773800: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:18:42.778972: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:18:42.780285: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:18:42.780904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:18:42.781874: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:18:42.782388: 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. +2023-01-18 09:18:42.782517: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:18:42.782990: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:18:42.783038: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:18:42.783093: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:18:42.783135: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:18:42.783176: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:18:42.783216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:18:42.783256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:18:42.783296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:18:42.783336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:18:42.784089: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:18:42.784153: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:18:43.464197: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 09:18:43.464304: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 09:18:43.464327: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 09:18:43.465536: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 09:20:49.214508: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 09:20:49.217289: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 09:20:49.285057: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:20:49.560693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:20:49.562394: 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. +2023-01-18 09:25:14.472855: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:25:17.498623: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:25:18.700912: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 09:25:18.754730: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:25:18.754854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:25:18.759961: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:25:18.760089: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:25:18.762336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:25:18.762877: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:25:18.767867: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:25:18.769163: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:25:18.769765: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:25:18.770665: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:25:18.771127: 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. +2023-01-18 09:25:18.771249: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:25:18.771703: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:25:18.771750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:25:18.771819: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:25:18.771861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:25:18.771899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:25:18.771935: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:25:18.771971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:25:18.772007: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:25:18.772044: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:25:18.772787: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:25:18.772849: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:25:19.462943: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 09:25:19.463046: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 09:25:19.463077: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 09:25:19.464293: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +2023-01-18 09:27:25.289894: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 09:27:25.291912: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 09:27:25.335862: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:27:25.594247: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:27:25.595972: 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. +2023-01-18 09:29:00.153766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:29:01.666221: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:29:01.667428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 09:29:01.737299: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:29:01.737422: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:29:01.741022: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:29:01.741098: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:29:01.742641: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:29:01.743022: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:29:01.746643: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:29:01.747526: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:29:01.747950: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:29:01.748670: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:29:01.749047: 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. +2023-01-18 09:29:01.749166: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:29:01.749527: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:29:01.749569: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:29:01.749598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:29:01.749626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:29:01.749652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:29:01.749679: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:29:01.749705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:29:01.749731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:29:01.749758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:29:01.750356: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:29:01.750409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:29:02.374184: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 09:29:02.374288: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 09:29:02.374307: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 09:29:02.375386: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 09:29:24.716341: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 09:29:24.716975: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 09:29:24.964983: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:29:25.295217: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:29:25.297260: 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/ENCSR754LIN//chrombpnet_model_feb15_fold_3//footprints’: File exists +2023-01-18 09:32:37.585590: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:32:39.071358: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:32:39.072593: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 09:32:39.114505: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:32:39.114615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:32:39.118161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:32:39.118229: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:32:39.119753: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:32:39.120133: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:32:39.123628: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:32:39.124469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:32:39.124876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:32:39.125593: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:32:39.125955: 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. +2023-01-18 09:32:39.126105: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 09:32:39.126460: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: Tesla V100-SXM2-16GB computeCapability: 7.0 +coreClock: 1.53GHz coreCount: 80 deviceMemorySize: 15.77GiB deviceMemoryBandwidth: 836.37GiB/s +2023-01-18 09:32:39.126506: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:32:39.126540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:32:39.126571: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:32:39.126602: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 09:32:39.126633: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 09:32:39.126663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 09:32:39.126693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 09:32:39.126724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 09:32:39.127297: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 09:32:39.127351: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 09:32:39.742940: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 09:32:39.743033: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 09:32:39.743058: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 09:32:39.744153: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14751 MB memory) -> physical GPU (device: 0, name: Tesla V100-SXM2-16GB, pci bus id: 0000:07:00.0, compute capability: 7.0) +2023-01-18 09:33:01.757401: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 09:33:01.758086: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz +2023-01-18 09:33:01.930791: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 09:33:02.267294: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 09:33:02.269158: 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.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stdout.txt b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..15f46bbd5e38a510819a7af48a8231e2019e90f3 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR754LIN/logfile.modelling.fold_3.ENCSR754LIN.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bf6668be14ba0623f71f0e6849f7c665cd4bcfca890cd97214d6e9bca388cfc +size 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+size 2688440 diff --git a/fold_3/model.bias_scaled.fold_3.ENCSR754LIN.tar b/fold_3/model.bias_scaled.fold_3.ENCSR754LIN.tar new file mode 100644 index 0000000000000000000000000000000000000000..eeae92d3111a68c0729d27acc138120b27780375 --- /dev/null +++ b/fold_3/model.bias_scaled.fold_3.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d12533f89bd09f671cc49c84572175764bca45b2fde723b4e18b538cd0357fd6 +size 1198080 diff --git a/fold_3/model.chrombpnet.fold_3.ENCSR754LIN.h5 b/fold_3/model.chrombpnet.fold_3.ENCSR754LIN.h5 new file mode 100644 index 0000000000000000000000000000000000000000..5cc7e5067dce3805feed9c26bec35f2d9342cb02 --- /dev/null +++ b/fold_3/model.chrombpnet.fold_3.ENCSR754LIN.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e178f55ee8de37187e3820768cd4176cb60e587f91ca67fb140d0d6693a31d6d +size 26447928 diff --git a/fold_3/model.chrombpnet.fold_3.ENCSR754LIN.tar b/fold_3/model.chrombpnet.fold_3.ENCSR754LIN.tar 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0000000000000000000000000000000000000000..f447def3a0e073b00f794299abd88760a0992c96 --- /dev/null +++ b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad2a91a8bcb36b2dbdc1b9be6f3c1f279d0c489875b158332f10f181d7b4c4b3 +size 26081280 diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.args.json b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.args.json new file mode 100644 index 0000000000000000000000000000000000000000..b36e86ebfcda6dfcc33a997ced596413eb695e64 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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//ENCSR754LIN//preprocessing/bigWigs/ENCSR754LIN.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_fold_4//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.batch_loss.tsv b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..493771db06d831e45e04a5ffb5e594647c002131 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.batch_loss.tsv @@ -0,0 +1,44929 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.404254198074341 1229.7579345703125 1115.7962646484375 None None None +0 1 2.0478928089141846 1303.626953125 1206.556884765625 None None None +0 2 1190.6741943359375 57687.0 1249.03564453125 None None None +0 3 893.17138671875 43577.12109375 1240.793701171875 None None None +0 4 715.0740966796875 35118.3515625 1223.83935546875 None None None +0 5 596.2971801757812 29469.0390625 1204.55322265625 None None None +0 6 511.443359375 25428.0625 1185.6463623046875 None None None +0 7 447.8133239746094 22399.859375 1173.508056640625 None None None +0 8 398.33489990234375 20052.9140625 1171.839111328125 None None None +0 9 358.77392578125 18177.33203125 1171.4476318359375 None None None +0 10 326.4106140136719 16648.9765625 1177.1142578125 None None None +0 11 299.41070556640625 15360.9052734375 1168.8388671875 None None None +0 12 276.57403564453125 14275.353515625 1165.7447509765625 None None None +0 13 256.996826171875 13341.720703125 1160.0721435546875 None None None +0 14 240.01539611816406 12525.8876953125 1149.1585693359375 None None None +0 15 225.16407775878906 11815.890625 1143.1146240234375 None None None +0 16 212.09373474121094 11199.6025390625 1146.3612060546875 None None None +0 17 200.4635772705078 10647.9814453125 1146.009521484375 None None None +0 18 190.0730743408203 10161.5400390625 1152.0777587890625 None None None +0 19 180.6763458251953 9708.048828125 1143.9920654296875 None None None +0 20 172.17161560058594 9297.8740234375 1136.9410400390625 None None None +0 21 164.46669006347656 8932.4150390625 1136.696044921875 None None None +0 22 157.43960571289062 8601.0810546875 1138.4456787109375 None None None +0 23 151.01467895507812 8301.8642578125 1143.7696533203125 None None None +0 24 145.11444091796875 8029.40234375 1150.9801025390625 None None None +0 25 139.62982177734375 7766.7705078125 1148.318603515625 None None None +0 26 134.5628204345703 7526.4560546875 1148.1796875 None None None +0 27 129.84957885742188 7302.32763671875 1147.458984375 None None None +0 28 125.46379852294922 7094.14013671875 1147.1571044921875 None None None +0 29 121.38186645507812 6902.7568359375 1149.257568359375 None None None +0 30 117.55747985839844 6721.82275390625 1149.59912109375 None None None +0 31 113.95049285888672 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80.09100341796875 4937.6611328125 1141.3480224609375 None None None +0 46 78.45630645751953 4863.01318359375 1144.1844482421875 None None None +0 47 76.86640930175781 4784.29345703125 1140.8260498046875 None None None +0 48 75.34758758544922 4711.208984375 1139.7337646484375 None None None +0 49 73.89319610595703 4641.73486328125 1139.1978759765625 None None None +0 50 72.5118637084961 4578.92724609375 1141.8648681640625 None None None +0 51 71.1626205444336 4513.46875 1140.360595703125 None None None +0 52 69.87055206298828 4451.78662109375 1139.9228515625 None None None +0 53 68.62836456298828 4393.65673828125 1140.672119140625 None None None +0 54 67.42391204833984 4335.3271484375 1139.433837890625 None None None +0 55 66.2723617553711 4282.087890625 1140.7783203125 None None None +0 56 65.15013122558594 4227.291015625 1139.1749267578125 None None None +0 57 64.06950378417969 4175.55712890625 1138.6627197265625 None None None +0 58 63.02654266357422 4125.24853515625 1137.79052734375 None None None +0 59 62.02077102661133 4077.07958984375 1137.2952880859375 None None None +0 60 61.050140380859375 4031.20751953125 1137.43115234375 None None None +0 61 60.11343002319336 3987.560546875 1138.18408203125 None None None +0 62 59.193763732910156 3941.7763671875 1135.9923095703125 None None None +0 63 58.310726165771484 3899.869140625 1135.9410400390625 None None None +0 64 57.44719314575195 3857.1337890625 1134.1370849609375 None None None +0 65 56.60590362548828 3814.081298828125 1130.9615478515625 None None None +0 66 55.7916374206543 3773.3671875 1128.8436279296875 None None None +0 67 55.011783599853516 3736.556884765625 1128.9989013671875 None None None +0 68 54.25788879394531 3701.80859375 1129.985107421875 None None None +0 69 53.52287292480469 3667.8740234375 1130.8905029296875 None None None +0 70 52.80850601196289 3634.45458984375 1131.33203125 None None None +0 71 52.10972595214844 3602.038330078125 1132.03759765625 None None None +0 72 51.43461608886719 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None None +0 1901 3.136566400527954 1196.8927001953125 1048.220947265625 None None None +0 1902 3.1351780891418457 1196.840576171875 1048.234619140625 None None None +0 1903 3.1337883472442627 1196.692138671875 1048.152099609375 None None None +0 1904 3.132347822189331 1196.619384765625 1048.147705078125 None None None +0 1905 3.131049394607544 1196.5338134765625 1048.12353515625 None None None +0 1906 3.129790782928467 1196.4554443359375 1048.1048583984375 None None None +0 1907 3.12834095954895 1196.2847900390625 1048.0030517578125 None None None +0 1908 3.126929521560669 1196.19482421875 1047.9798583984375 None None None +0 1909 3.1255199909210205 1196.130859375 1047.982666015625 None None None +0 1910 3.1240804195404053 1196.0211181640625 1047.941162109375 None None None +0 1911 3.122711420059204 1195.9462890625 1047.93115234375 None None None +0 1912 3.1212410926818848 1195.884521484375 1047.93896484375 None None None +0 1913 3.1198153495788574 1195.7547607421875 1047.876708984375 None None None +0 1914 3.118382692337036 1195.652587890625 1047.8424072265625 None None None +0 1915 3.11706805229187 1195.560791015625 1047.81298828125 None None None +0 1916 3.115614652633667 1195.4471435546875 1047.7681884765625 None None None +0 1917 3.1141650676727295 1195.3507080078125 1047.740478515625 None None None +0 1918 3.1127145290374756 1195.291259765625 1047.749755859375 None None None +0 1919 3.111332893371582 1195.19677734375 1047.7208251953125 None None None +0 1920 3.1099565029144287 1195.1099853515625 1047.69921875 None None None +0 1921 3.1085119247436523 1195.062255859375 1047.719970703125 None None None +0 1922 3.107077121734619 1195.0146484375 1047.7403564453125 None None None +0 1923 3.1056456565856934 1194.9437255859375 1047.7373046875 None None None +0 1924 3.104257583618164 1194.84375 1047.703125 None None None +0 1925 3.1028268337249756 1194.7681884765625 1047.6954345703125 None None None +0 1926 3.101435661315918 1194.66943359375 1047.66259765625 None None None +0 1927 3.100001096725464 1194.525146484375 1047.5863037109375 None None None +0 1928 3.098578929901123 1194.490234375 1047.6187744140625 None None None +0 1929 3.097163438796997 1194.4169921875 1047.6124267578125 None None None +0 1930 3.0957930088043213 1194.3956298828125 1047.656005859375 None None None +0 1931 3.0944936275482178 1194.226318359375 1047.54833984375 None None None +0 1932 3.0931396484375 1194.131103515625 1047.5172119140625 None None None +0 1933 3.0917112827301025 1194.0439453125 1047.497802734375 None None None +0 1934 3.090238094329834 1193.96142578125 1047.485107421875 None None None +0 1935 3.088857412338257 1193.8707275390625 1047.4599609375 None None None +0 1936 3.0874481201171875 1193.7647705078125 1047.4207763671875 None None None +0 1937 3.0860557556152344 1193.7449951171875 1047.467041015625 None None None +0 1938 3.084597110748291 1193.6300048828125 1047.4212646484375 None None None +0 1939 3.0832390785217285 1193.5604248046875 1047.416015625 None None None +0 1940 3.081894636154175 1193.501220703125 1047.4205322265625 None None None +0 1941 3.080463409423828 1193.4359130859375 1047.423095703125 None None None +0 1942 3.07905650138855 1193.3271484375 1047.380859375 None None None +0 1943 3.077707290649414 1193.1832275390625 1047.301025390625 None None None +0 1944 3.076296806335449 1193.084228515625 1047.2689208984375 None None None +0 1945 3.0749459266662598 1193.0035400390625 1047.252197265625 None None None +0 1946 3.0735886096954346 1192.9178466796875 1047.23095703125 None None None +0 1947 3.0722172260284424 1192.8138427734375 1047.1917724609375 None None None +0 1948 3.070840358734131 1192.7032470703125 1047.146484375 None None None +0 1949 3.069502830505371 1192.6219482421875 1047.1285400390625 None None None +0 1950 3.068152666091919 1192.5364990234375 1047.107177734375 None None None +0 1951 3.0668323040008545 1192.4119873046875 1047.045166015625 None None None +0 1952 3.0654971599578857 1192.345703125 1047.0421142578125 None None None +0 1953 3.0640790462493896 1192.2547607421875 1047.0185546875 None None None +0 1954 3.0627098083496094 1192.1707763671875 1046.9993896484375 None None None +0 1955 3.0613973140716553 1192.0714111328125 1046.962158203125 None None None +0 1956 3.0600414276123047 1191.964599609375 1046.9195556640625 None None None +0 1957 3.058641195297241 1191.8499755859375 1046.871337890625 None None None +0 1958 3.0573627948760986 1191.7822265625 1046.8642578125 None None None +0 1959 3.0560247898101807 1191.6883544921875 1046.8338623046875 None None None +0 1960 3.054652214050293 1191.5784912109375 1046.7889404296875 None None None +0 1961 3.0532774925231934 1191.543212890625 1046.8189697265625 None None None +0 1962 3.0519700050354004 1191.4505615234375 1046.788330078125 None None None +0 1963 3.0506227016448975 1191.371826171875 1046.7733154296875 None None None +0 1964 3.049309253692627 1191.2557373046875 1046.719482421875 None None None +0 1965 3.047952175140381 1191.1700439453125 1046.6981201171875 None None None +0 1966 3.046572685241699 1191.0855712890625 1046.6790771484375 None None None +0 1967 3.0452041625976562 1191.010498046875 1046.6688232421875 None None None +0 1968 3.043865203857422 1190.9102783203125 1046.6319580078125 None None None +0 1969 3.042532205581665 1190.836669921875 1046.6217041015625 None None None +0 1970 3.0411462783813477 1190.751953125 1046.6025390625 None None None +0 1971 3.039782762527466 1190.677978515625 1046.5933837890625 None None None +0 1972 3.0384716987609863 1190.5443115234375 1046.5218505859375 None None None +0 1973 3.037090301513672 1190.443359375 1046.4862060546875 None None None +0 1974 3.035705327987671 1190.36181640625 1046.470458984375 None None None +0 1975 3.0344111919403076 1190.2491455078125 1046.4190673828125 None None None +0 1976 3.0331828594207764 1190.1884765625 1046.4166259765625 None None None +0 1977 3.0318520069122314 1190.128173828125 1046.4193115234375 None None None +0 1978 3.0305516719818115 1190.020263671875 1046.373046875 None None None +0 1979 3.029212236404419 1189.909912109375 1046.3260498046875 None None None +0 1980 3.0279245376586914 1189.8382568359375 1046.3154296875 None None None +0 1981 3.0266244411468506 1189.75 1046.288818359375 None None None +0 1982 3.0252439975738525 1189.6734619140625 1046.27783203125 None None None +0 1983 3.023926258087158 1189.60107421875 1046.267822265625 None None None +0 1984 3.0225918292999268 1189.538818359375 1046.268798828125 None None None +0 1985 3.021282196044922 1189.4202880859375 1046.21240234375 None None None +0 1986 3.019895553588867 1189.3145751953125 1046.1724853515625 None None None +0 1987 3.018544912338257 1189.1964111328125 1046.1181640625 None None None +0 1988 3.017199754714966 1189.128173828125 1046.1136474609375 None None None +0 1989 3.0158333778381348 1189.0482177734375 1046.0985107421875 None None None +0 1990 3.0144731998443604 1188.96630859375 1046.0810546875 None None None +0 1991 3.0131566524505615 1188.872802734375 1046.050048828125 None None None +0 1992 3.0118298530578613 1188.83740234375 1046.077392578125 None None None +0 1993 3.01054048538208 1188.7484130859375 1046.049560546875 None None None +0 1994 3.0091984272003174 1188.6297607421875 1045.9945068359375 None None None +0 1995 3.0078370571136475 1188.5335693359375 1045.9627685546875 None None None +0 1996 3.006540060043335 1188.434814453125 1045.9254150390625 None None None +0 1997 3.005291700363159 1188.38916015625 1045.9388427734375 None None None +0 1998 3.0039772987365723 1188.3089599609375 1045.9208984375 None None None +0 1999 3.002720355987549 1188.1927490234375 1045.8642578125 None None None +0 2000 3.0014002323150635 1188.152587890625 1045.8868408203125 None None None +0 2001 3.0000221729278564 1188.0618896484375 1045.8614501953125 None None None +0 2002 2.9987246990203857 1188.003662109375 1045.8646240234375 None None None +0 2003 2.9973597526550293 1187.908935546875 1045.834716796875 None None None +0 2004 2.9960551261901855 1187.837158203125 1045.82470703125 None None None +0 2005 2.9947636127471924 1187.7833251953125 1045.83203125 None None None +0 2006 2.9934277534484863 1187.66259765625 1045.7745361328125 None None None +0 2007 2.992140293121338 1187.601806640625 1045.77490234375 None None None +0 2008 2.99086856842041 1187.4771728515625 1045.7105712890625 None None None +0 2009 2.989537239074707 1187.4561767578125 1045.752685546875 None None None +0 2010 2.9882190227508545 1187.401611328125 1045.760498046875 None None None +0 2011 2.9869089126586914 1187.2418212890625 1045.662841796875 None None None +0 2012 2.985582113265991 1187.1400146484375 1045.623779296875 None None None +0 2013 2.9842469692230225 1187.0220947265625 1045.569091796875 None None None +0 2014 2.982985734939575 1186.923095703125 1045.5299072265625 None None None +0 2015 2.9816861152648926 1186.833740234375 1045.502197265625 None None None +0 2016 2.980409860610962 1186.744873046875 1045.473876953125 None None None +0 2017 2.9790992736816406 1186.6396484375 1045.4307861328125 None None None +0 2018 2.9777991771698 1186.533935546875 1045.3865966796875 None None None +0 2019 2.9764907360076904 1186.43701171875 1045.3515625 None None None +0 2020 2.9753777980804443 1186.372314453125 1045.339599609375 None None None +0 2021 2.9741294384002686 1186.2574462890625 1045.2840576171875 None None None +0 2022 2.972771406173706 1186.1644287109375 1045.25537109375 None None None +0 2023 2.97147536277771 1186.0452880859375 1045.1976318359375 None None None +0 2024 2.9702534675598145 1185.9261474609375 1045.1365966796875 None None None +0 2025 2.969001531600952 1185.82861328125 1045.098388671875 None None None +0 2026 2.96767258644104 1185.7899169921875 1045.1226806640625 None None None +0 2027 2.9664528369903564 1185.6878662109375 1045.078369140625 None None None +0 2028 2.965125322341919 1185.567626953125 1045.02099609375 None None None +0 2029 2.963815689086914 1185.4541015625 1044.969482421875 None None None +0 2030 2.9625096321105957 1185.3675537109375 1044.94482421875 None None None +0 2031 2.9611990451812744 1185.31787109375 1044.957275390625 None None None +0 2032 2.9598968029022217 1185.2105712890625 1044.9117431640625 None None None +0 2033 2.958650827407837 1185.1055908203125 1044.86572265625 None None None +0 2034 2.957369327545166 1185.04443359375 1044.865478515625 None None None +0 2035 2.9561691284179688 1184.9976806640625 1044.87548828125 None None None +0 2036 2.954881191253662 1184.9503173828125 1044.88916015625 None None None +0 2037 2.9535739421844482 1184.90625 1044.9068603515625 None None None +0 2038 2.952313184738159 1184.841796875 1044.902099609375 None None None +0 2039 2.9511067867279053 1184.8179931640625 1044.935546875 None None None +0 2040 2.9498822689056396 1184.75927734375 1044.9349365234375 None None None +0 2041 2.948697805404663 1184.7056884765625 1044.9375 None None None +0 2042 2.9474263191223145 1184.6121826171875 1044.9041748046875 None None None +0 2043 2.9462621212005615 1184.5079345703125 1044.855224609375 None None None +0 2044 2.945030689239502 1184.486328125 1044.8919677734375 None None None +0 2045 2.9437978267669678 1184.4124755859375 1044.87646484375 None None None +0 2046 2.9425978660583496 1184.3148193359375 1044.835693359375 None None None +0 2047 2.941408634185791 1184.283935546875 1044.8612060546875 None None None +0 2048 2.9401779174804688 1184.1910400390625 1044.8265380859375 None None None +0 2049 2.938960313796997 1184.09765625 1044.7908935546875 None None None +0 2050 2.9377939701080322 1184.0706787109375 1044.8192138671875 None None None +0 2051 2.936558961868286 1184.00146484375 1044.80859375 None None None +0 2052 2.935257911682129 1183.9237060546875 1044.7926025390625 None None None +0 2053 2.9340779781341553 1183.88232421875 1044.8070068359375 None None None +0 2054 2.932920455932617 1183.7666015625 1044.746337890625 None None None +0 2055 2.9316649436950684 1183.6644287109375 1044.70361328125 None None None +0 2056 2.9304027557373047 1183.541748046875 1044.640625 None None None +0 2057 2.9291462898254395 1183.4190673828125 1044.5775146484375 None None None +0 2058 2.927931308746338 1183.2999267578125 1044.515869140625 None None None +0 2059 2.926758289337158 1183.2921142578125 1044.5635986328125 None None None +0 2060 2.9255213737487793 1183.1737060546875 1044.50390625 None None None +0 2061 2.9242630004882812 1183.203857421875 1044.59375 None None None +0 2062 2.9232680797576904 1183.175537109375 1044.6126708984375 None None None +0 2063 2.9220504760742188 1183.0916748046875 1044.58642578125 None None None +0 2064 2.9208273887634277 1183.0955810546875 1044.6483154296875 None None None +0 2065 2.9196481704711914 1183.041015625 1044.6497802734375 None None None +0 2066 2.918476104736328 1182.9771728515625 1044.6414794921875 None None None +0 2067 2.917287588119507 1182.9984130859375 1044.718994140625 None None None +0 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None +0 2081 2.900888442993164 1182.1058349609375 1044.6033935546875 None None None +0 2082 2.899672746658325 1181.9876708984375 1044.54296875 None None None +0 2083 2.898452043533325 1181.9129638671875 1044.526123046875 None None None +0 2084 2.8972690105438232 1181.7933349609375 1044.4625244140625 None None None +0 2085 2.8960394859313965 1181.788818359375 1044.516357421875 None None None +0 2086 2.8948676586151123 1181.710693359375 1044.49365234375 None None None +0 2087 2.8937480449676514 1181.6265869140625 1044.4625244140625 None None None +0 2088 2.8925883769989014 1181.607666015625 1044.4986572265625 None None None +0 2089 2.8914520740509033 1181.4942626953125 1044.43896484375 None None None +0 2090 2.8903253078460693 1181.450927734375 1044.4490966796875 None None None +0 2091 2.8891115188598633 1181.3834228515625 1044.4390869140625 None None None +0 2092 2.8878817558288574 1181.332275390625 1044.4461669921875 None None None +0 2093 2.8866801261901855 1181.276611328125 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None +3 1958 0.29905372858047485 989.0209350585938 974.8473510742188 None None None +3 1959 0.29900506138801575 989.061767578125 974.8904418945312 None None None +3 1960 0.29897040128707886 989.0147705078125 974.8450927734375 None None None +3 1961 0.2989402711391449 989.01025390625 974.8421020507812 None None None +3 1962 0.2989164888858795 988.9866333007812 974.8195190429688 None None None +3 1963 0.2989537715911865 989.0150756835938 974.8462524414062 None None None +3 1964 0.29894453287124634 989.0148315429688 974.8463745117188 None None None +3 1965 0.2989053726196289 989.0263061523438 974.859619140625 None None None +3 1966 0.29886364936828613 989.0467529296875 974.8820190429688 None None None +3 1967 0.298817902803421 989.0216064453125 974.8590087890625 None None None +3 1968 0.29876819252967834 989.1039428710938 974.9436645507812 None None None +3 1969 0.2987340986728668 989.1420288085938 974.9833374023438 None None None +3 1970 0.29869675636291504 989.1603393554688 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1879 0.27623695135116577 984.5247802734375 971.4303588867188 None None None +4 1880 0.27623113989830017 984.5082397460938 971.4140625 None None None +4 1881 0.2761833071708679 984.4744262695312 971.382568359375 None None None +4 1882 0.27619484066963196 984.4212036132812 971.328857421875 None None None +4 1883 0.27623793482780457 984.4754638671875 971.3810424804688 None None None +4 1884 0.27622392773628235 984.520751953125 971.427001953125 None None None +4 1885 0.2761813998222351 984.5374145507812 971.4457397460938 None None None +4 1886 0.2761610150337219 984.6132202148438 971.5224609375 None None None +4 1887 0.2762763202190399 984.6204223632812 971.5242919921875 None None None +4 1888 0.2763139307498932 984.6400756835938 971.5421142578125 None None None +4 1889 0.2763146162033081 984.6859741210938 971.5880126953125 None None None +4 1890 0.27632325887680054 984.669921875 971.5714721679688 None None None +4 1891 0.2763591706752777 984.643798828125 971.5436401367188 None None None 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971.3447265625 None None None +4 1931 0.2768876850605011 984.4554443359375 971.3302612304688 None None None +4 1932 0.27697494626045227 984.4432983398438 971.3140258789062 None None None +4 1933 0.27699002623558044 984.4839477539062 971.3539428710938 None None None +4 1934 0.27696236968040466 984.4520263671875 971.3233642578125 None None None +4 1935 0.2769968807697296 984.4497680664062 971.3195190429688 None None None +4 1936 0.2770428955554962 984.4552001953125 971.32275390625 None None None +4 1937 0.27704259753227234 984.472412109375 971.340087890625 None None None +4 1938 0.27701064944267273 984.4893798828125 971.3585815429688 None None None +4 1939 0.277010053396225 984.5399169921875 971.4091186523438 None None None +4 1940 0.2770211398601532 984.5790405273438 971.4476318359375 None None None +4 1941 0.2771242558956146 984.6122436523438 971.4760131835938 None None None +4 1942 0.27708181738853455 984.6039428710938 971.4697265625 None None None +4 1943 0.27709710597991943 984.6439819335938 971.5089721679688 None None None +4 1944 0.27710190415382385 984.6112060546875 971.4758911132812 None None None +4 1945 0.2771211564540863 984.5673217773438 971.43115234375 None None None +4 1946 0.2771029472351074 984.5203247070312 971.385009765625 None None None +4 1947 0.27713268995285034 984.45458984375 971.31787109375 None None None +4 1948 0.2771356701850891 984.4649658203125 971.3280639648438 None None None +4 1949 0.27714428305625916 984.4718627929688 971.3345336914062 None None None +4 1950 0.277091920375824 984.4776000976562 971.3427734375 None None None +4 1951 0.2770962417125702 984.401123046875 971.26611328125 None None None +4 1952 0.27708524465560913 984.4281616210938 971.2936401367188 None None None +4 1953 0.27705350518226624 984.43310546875 971.300048828125 None None None +4 1954 0.27704325318336487 984.4580688476562 971.3255004882812 None None None +4 1955 0.2770291864871979 984.492431640625 971.3604736328125 None None None +4 1956 0.27703607082366943 984.5067749023438 971.37451171875 None None None +4 1957 0.2770276367664337 984.521728515625 971.3899536132812 None None None +4 1958 0.27701014280319214 984.5143432617188 971.3833618164062 None None None +4 1959 0.2770247459411621 984.512939453125 971.3812255859375 None None None +4 1960 0.2770578861236572 984.5335083007812 971.4002685546875 None None None +4 1961 0.2770993709564209 984.5478515625 971.41259765625 None None None +4 1962 0.2770922780036926 984.516357421875 971.3814697265625 None None None +4 1963 0.27709394693374634 984.5234375 971.3884887695312 None None None +4 1964 0.27711865305900574 984.5827026367188 971.4465942382812 None None None +4 1965 0.277052104473114 984.5889282226562 971.4559936523438 None None None +4 1966 0.27700909972190857 984.5725708007812 971.441650390625 None None None +4 1967 0.27702903747558594 984.5261840820312 971.3943481445312 None None None +4 1968 0.27700698375701904 984.5140380859375 971.3832397460938 None None None +4 1969 0.27702826261520386 984.5704345703125 971.4386596679688 None None None +4 1970 0.27696898579597473 984.5455932617188 971.4166259765625 None None None +4 1971 0.27704018354415894 984.4991455078125 971.3668212890625 None None None +4 1972 0.27702096104621887 984.45166015625 971.3202514648438 None None None +4 1973 0.27703505754470825 984.4306030273438 971.2985229492188 None None None +4 1974 0.2770344316959381 984.4078979492188 971.27587890625 None None None +4 1975 0.27699562907218933 984.4102172851562 971.280029296875 None None None +4 1976 0.2770209014415741 984.4141845703125 971.2827758789062 None None None +4 1977 0.27700382471084595 984.4308471679688 971.3002319335938 None None None +4 1978 0.2770167887210846 984.4352416992188 971.3040771484375 None None None +4 1979 0.27703505754470825 984.3966674804688 971.2646484375 None None None +4 1980 0.2770291268825531 984.4597778320312 971.3280639648438 None None None +4 1981 0.27699315547943115 984.4591674804688 971.3291625976562 None None None +4 1982 0.2770019471645355 984.4711303710938 971.3406982421875 None None None +4 1983 0.2769826650619507 984.4398193359375 971.3103637695312 None None None +4 1984 0.2769865393638611 984.408203125 971.278564453125 None None None +4 1985 0.2769756615161896 984.4500732421875 971.3209228515625 None None None +4 1986 0.27696937322616577 984.4577026367188 971.328857421875 None None None +4 1987 0.2770005464553833 984.4254760742188 971.2951049804688 None None None +4 1988 0.2770029306411743 984.4589233398438 971.3284912109375 None None None +4 1989 0.2770030200481415 984.511474609375 971.3810424804688 None None None +4 1990 0.2769964933395386 984.49072265625 971.360595703125 None None None +4 1991 0.2770034074783325 984.49560546875 971.3651733398438 None None None +4 1992 0.27698197960853577 984.493896484375 971.3644409179688 None None None +4 1993 0.2769862711429596 984.4896850585938 971.3600463867188 None None None +4 1994 0.2769666016101837 984.466552734375 971.337890625 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964.7116088867188 None None None +5 1981 0.2553887665271759 976.79833984375 964.6942138671875 None None None +5 1982 0.2553836703300476 976.7919921875 964.6881103515625 None None None +5 1983 0.2553965747356415 976.8291015625 964.724609375 None None None +5 1984 0.2553689479827881 976.86767578125 964.7645263671875 None None None +5 1985 0.2553291320800781 976.8856811523438 964.7844848632812 None None None +5 1986 0.2553552985191345 976.9074096679688 964.8048706054688 None None None +5 1987 0.2553249001502991 976.9017333984375 964.8007202148438 None None None +5 1988 0.25534915924072266 976.9091796875 964.8070678710938 None None None +5 1989 0.2553319036960602 976.9218139648438 964.8204345703125 None None None +5 1990 0.25539255142211914 976.93896484375 964.834716796875 None None None +5 1991 0.2553960978984833 976.9202270507812 964.8158569335938 None None None +5 1992 0.25539064407348633 976.9415893554688 964.8374633789062 None None None +5 1993 0.2553553879261017 976.92919921875 964.8267822265625 None None None +5 1994 0.25536543130874634 976.8793334960938 964.7764282226562 None None None +5 1995 0.2553556263446808 976.8525390625 964.7501831054688 None None None +5 1996 0.2553568482398987 976.8094482421875 964.7069702148438 None None None +5 1997 0.255361407995224 976.8049926757812 964.7022705078125 None None None +5 1998 0.25534042716026306 976.80517578125 964.7034912109375 None None None +5 1999 0.25530412793159485 976.8110961914062 964.7110595703125 None None None +5 2000 0.25527045130729675 976.826416015625 964.72802734375 None None None +5 2001 0.25526079535484314 976.8078002929688 964.7098999023438 None None None +5 2002 0.2552843987941742 976.7946166992188 964.695556640625 None None None +5 2003 0.2553129196166992 976.8005981445312 964.7001953125 None None None +5 2004 0.25528761744499207 976.7227783203125 964.62353515625 None None None +5 2005 0.2553257644176483 976.7382202148438 964.6371459960938 None None None +5 2006 0.25532999634742737 976.7681274414062 964.6668701171875 None None None +5 2007 0.2553386986255646 976.7288818359375 964.627197265625 None None None +5 2008 0.2553611099720001 976.72119140625 964.6184692382812 None None None +5 2009 0.2553310692310333 976.735595703125 964.63427734375 None None None +5 2010 0.2553211450576782 976.7353515625 964.6344604492188 None None None +5 2011 0.2553054690361023 976.7396850585938 964.6395874023438 None None None +5 2012 0.25530537962913513 976.7140502929688 964.6139526367188 None None None +5 2013 0.25529202818870544 976.72314453125 964.6237182617188 None None None +5 2014 0.25530582666397095 976.6801147460938 964.5799560546875 None None None +5 2015 0.2552586495876312 976.6460571289062 964.5481567382812 None None None +5 2016 0.2552981376647949 976.639404296875 964.5396118164062 None None None +5 2017 0.2552911937236786 976.6271362304688 964.5276489257812 None None None +5 2018 0.25526162981987 976.6522216796875 964.55419921875 None None None +5 2019 0.25523027777671814 976.6333618164062 964.5368041992188 None None None +5 2020 0.2552347779273987 976.6303100585938 964.5335083007812 None None None +5 2021 0.2552037537097931 976.6220092773438 964.5266723632812 None None None +5 2022 0.25523263216018677 976.6648559570312 964.568115234375 None None None +5 2023 0.2552412152290344 976.6620483398438 964.5648803710938 None None None +5 2024 0.25523069500923157 976.6581420898438 964.5614624023438 None None None +5 2025 0.2552383244037628 976.68212890625 964.5850830078125 None None None +5 2026 0.2552978992462158 976.669189453125 964.5692749023438 None None None +5 2027 0.2552817761898041 976.6411743164062 964.5419921875 None None None +5 2028 0.2553182542324066 976.6764526367188 964.5756225585938 None None None +5 2029 0.25530192255973816 976.6729125976562 964.5728149414062 None None None +5 2030 0.25533610582351685 976.6710205078125 964.5692749023438 None None None +5 2031 0.2553745210170746 976.6693725585938 964.5657348632812 None None None +5 2032 0.2553352117538452 976.68212890625 964.5804443359375 None None None +5 2033 0.25535422563552856 976.6708374023438 964.5682373046875 None None None +5 2034 0.25533315539360046 976.675048828125 964.573486328125 None None None +5 2035 0.25532081723213196 976.6803588867188 964.5792236328125 None None None +5 2036 0.2553357779979706 976.6712646484375 964.5694580078125 None None None +5 2037 0.25533294677734375 976.657958984375 964.5562744140625 None None None +5 2038 0.25530970096588135 976.6694946289062 964.5689697265625 None None None +5 2039 0.2552978992462158 976.6087036132812 964.5087280273438 None None None +5 2040 0.25527694821357727 976.5678100585938 964.4688110351562 None None None +5 2041 0.2552451193332672 976.5352783203125 964.4378051757812 None None None +5 2042 0.2552526593208313 976.544921875 964.447021484375 None None None +5 2043 0.2552187144756317 976.5546264648438 964.4583740234375 None None None +5 2044 0.25527921319007874 976.5936889648438 964.4945678710938 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967.9483032226562 957.1369018554688 None None None +8 1943 0.22805088758468628 967.9132690429688 957.1029052734375 None None None +8 1944 0.2280985563993454 967.8399658203125 957.0274047851562 None None None +8 1945 0.22810271382331848 967.837158203125 957.0243530273438 None None None +8 1946 0.22808614373207092 967.8489379882812 957.0369262695312 None None None +8 1947 0.22806483507156372 967.8917846679688 957.080810546875 None None None +8 1948 0.2280607670545578 967.8929443359375 957.0820922851562 None None None +8 1949 0.22806577384471893 967.8904418945312 957.079345703125 None None None +8 1950 0.22806082665920258 967.8406982421875 957.0298461914062 None None None +8 1951 0.22808128595352173 967.8594970703125 957.0477294921875 None None None +8 1952 0.22809019684791565 967.8287353515625 957.0165405273438 None None None +8 1953 0.22814124822616577 967.82763671875 957.0130004882812 None None None +8 1954 0.22817672789096832 967.8418579101562 957.0255126953125 None None None +8 1955 0.22820770740509033 967.796630859375 956.9788208007812 None None None +8 1956 0.22819849848747253 967.8175659179688 957.000244140625 None None None +8 1957 0.22821848094463348 967.810302734375 956.9920043945312 None None None +8 1958 0.22819294035434723 967.8047485351562 956.9876098632812 None None None +8 1959 0.22817476093769073 967.8081665039062 956.9918823242188 None None None +8 1960 0.2281482219696045 967.7935791015625 956.9786376953125 None None None +8 1961 0.22813652455806732 967.8185424804688 957.004150390625 None None None +8 1962 0.2281314730644226 967.7939453125 956.979736328125 None None None +8 1963 0.22811467945575714 967.775146484375 956.9617309570312 None None None +8 1964 0.2281314879655838 967.7694091796875 956.9552001953125 None None None +8 1965 0.22811095416545868 967.7639770507812 956.9508056640625 None None None +8 1966 0.22813181579113007 967.7208862304688 956.90673828125 None None None +8 1967 0.22811512649059296 967.7271118164062 956.9137573242188 None None None +8 1968 0.22808937728405 967.7313842773438 956.9192504882812 None None None +8 1969 0.22807271778583527 967.6943359375 956.8829956054688 None None None +8 1970 0.22807584702968597 967.65283203125 956.84130859375 None None None +8 1971 0.22805796563625336 967.6953735351562 956.8847045898438 None None None +8 1972 0.22804346680641174 967.679443359375 956.8695068359375 None None None +8 1973 0.22805550694465637 967.6463623046875 956.8358154296875 None None None +8 1974 0.2280462235212326 967.6861572265625 956.8760375976562 None None None +8 1975 0.22804993391036987 967.6829223632812 956.8726806640625 None None None +8 1976 0.22805465757846832 967.6788330078125 956.8682861328125 None None None +8 1977 0.2280229777097702 967.624755859375 956.8157348632812 None None None +8 1978 0.22801046073436737 967.6253662109375 956.8169555664062 None None None +8 1979 0.22798418998718262 967.6334838867188 956.8262329101562 None None None +8 1980 0.22796531021595 967.6702270507812 956.8639526367188 None None None +8 1981 0.22798658907413483 967.63330078125 956.8260498046875 None None None +8 1982 0.22798596322536469 967.6301879882812 956.8229370117188 None None None +8 1983 0.2279663383960724 967.6588745117188 956.8526000976562 None None None +8 1984 0.22795812785625458 967.6395263671875 956.8335571289062 None None None +8 1985 0.22795668244361877 967.6177368164062 956.8118896484375 None None None +8 1986 0.22795306146144867 967.59619140625 956.7904663085938 None None None +8 1987 0.22794504463672638 967.61669921875 956.811279296875 None None None +8 1988 0.2279578447341919 967.597900390625 956.7919311523438 None None None +8 1989 0.22798806428909302 967.6165161132812 956.80908203125 None None None +8 1990 0.227952241897583 967.6098022460938 956.8040771484375 None None None +8 1991 0.22792237997055054 967.6278076171875 956.823486328125 None None None +8 1992 0.2279047667980194 967.6594848632812 956.8560180664062 None None None +8 1993 0.22788187861442566 967.6943969726562 956.8919677734375 None None None +8 1994 0.22784355282783508 967.6991577148438 956.8985595703125 None None None +8 1995 0.22785286605358124 967.6900024414062 956.8889770507812 None None None +8 1996 0.22781910002231598 967.6646728515625 956.865234375 None None None +8 1997 0.22781750559806824 967.6600952148438 956.8606567382812 None None None +8 1998 0.22779488563537598 967.668212890625 956.869873046875 None None None +8 1999 0.22779181599617004 967.6514282226562 956.853271484375 None None None +8 2000 0.22780218720436096 967.6187133789062 956.8200073242188 None None None +8 2001 0.22779367864131927 967.6356811523438 956.83740234375 None None None +8 2002 0.22776328027248383 967.62451171875 956.8276977539062 None None None +8 2003 0.22774462401866913 967.6204223632812 956.8245239257812 None None None +8 2004 0.22774387896060944 967.6194458007812 956.8236083984375 None None None +8 2005 0.2277108132839203 967.6123657226562 956.8180541992188 None None None +8 2006 0.22769789397716522 967.6411743164062 956.8474731445312 None None None +8 2007 0.22769750654697418 967.6600341796875 956.8662719726562 None None None +8 2008 0.22773653268814087 967.6786499023438 956.883056640625 None None None +8 2009 0.22770826518535614 967.6906127929688 956.8963012695312 None None None +8 2010 0.22768990695476532 967.6946411132812 956.9011840820312 None None None +8 2011 0.22764715552330017 967.6803588867188 956.888916015625 None None None +8 2012 0.2276339828968048 967.6564331054688 956.8656005859375 None None None +8 2013 0.22759228944778442 967.6372680664062 956.8485107421875 None None None +8 2014 0.2275805026292801 967.6263427734375 956.838134765625 None None None +8 2015 0.22755029797554016 967.6483154296875 956.8615112304688 None None None +8 2016 0.22754672169685364 967.6658935546875 956.8792724609375 None None None +8 2017 0.22753974795341492 967.6558837890625 956.86962890625 None None None +8 2018 0.22751477360725403 967.6616821289062 956.8765258789062 None None None +8 2019 0.22748157382011414 967.6826171875 956.8990478515625 None None None +8 2020 0.22747495770454407 967.6865234375 956.9033203125 None None None +8 2021 0.22748734056949615 967.6548461914062 956.87109375 None None None +8 2022 0.22745464742183685 967.6189575195312 956.8367309570312 None None None +8 2023 0.22743767499923706 967.6653442382812 956.8839721679688 None None None +8 2024 0.22742928564548492 967.6602783203125 956.8793334960938 None None None +8 2025 0.22740741074085236 967.6672973632812 956.8873901367188 None None None +8 2026 0.22740818560123444 967.6556396484375 956.875732421875 None None None +8 2027 0.22742070257663727 967.6404418945312 956.8599853515625 None None None +8 2028 0.2274264544248581 967.5859375 956.8051147460938 None None None +8 2029 0.22744350135326385 967.59228515625 956.8106689453125 None None None +8 2030 0.22741492092609406 967.6068115234375 956.8264770507812 None None None +8 2031 0.2274470180273056 967.6329345703125 956.8511352539062 None None None +8 2032 0.22746944427490234 967.5988159179688 956.81591796875 None None None +8 2033 0.22743064165115356 967.6107788085938 956.8297119140625 None None None +8 2034 0.2274063676595688 967.5784301757812 956.7985229492188 None None None +8 2035 0.2273978888988495 967.6024169921875 956.8229370117188 None None None +8 2036 0.22741572558879852 967.59521484375 956.81494140625 None None None +8 2037 0.22741900384426117 967.580078125 956.7996215820312 None None None +8 2038 0.22737470269203186 967.609130859375 956.8307495117188 None None None +8 2039 0.22734366357326508 967.6343383789062 956.857421875 None None None +8 2040 0.22740142047405243 967.6279907226562 956.848388671875 None None None +8 2041 0.22739699482917786 967.6024780273438 956.8230590820312 None None None +8 2042 0.22740438580513 967.6246948242188 956.8449096679688 None None None +8 2043 0.22740347683429718 967.6781005859375 956.8983764648438 None None None +8 2044 0.22739847004413605 967.652587890625 956.873046875 None None None +8 2045 0.227378711104393 967.6048583984375 956.8262329101562 None None None +8 2046 0.2273872345685959 967.6097412109375 956.8307495117188 None None None +8 2047 0.22736679017543793 967.6033935546875 956.8253173828125 None None None +8 2048 0.22735539078712463 967.6432495117188 956.86572265625 None None None +8 2049 0.22736601531505585 967.6233520507812 956.8452758789062 None None None +8 2050 0.22739051282405853 967.6982421875 956.9190063476562 None None None +8 2051 0.2274291217327118 967.73291015625 956.9517822265625 None None None +8 2052 0.22743013501167297 967.7323608398438 956.951171875 None None None +8 2053 0.22749394178390503 967.719482421875 956.935302734375 None None None +8 2054 0.22746457159519196 967.76025390625 956.9774169921875 None None None +8 2055 0.22744573652744293 967.7960205078125 957.0140380859375 None None None +8 2056 0.22744561731815338 967.806396484375 957.0244140625 None None None +8 2057 0.22743622958660126 967.8323974609375 957.0509033203125 None None None 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None None None +8 2071 0.2274010181427002 967.7151489257812 956.9351806640625 None None None +8 2072 0.22741682827472687 967.7254638671875 956.9447631835938 None None None +8 2073 0.22740942239761353 967.7207641601562 956.9404296875 None None None +8 2074 0.22743229568004608 967.7090454101562 956.9276733398438 None None None +8 2075 0.2274004966020584 967.7235107421875 956.9436645507812 None None None +8 2076 0.22739706933498383 967.7428588867188 956.963134765625 None None None +8 2077 0.2273859828710556 967.7206420898438 956.9414672851562 None None None +8 2078 0.2273707091808319 967.6998291015625 956.92138671875 None None None +8 2079 0.22736890614032745 967.7721557617188 956.9938354492188 None None None +8 2080 0.2273799628019333 967.7747192382812 956.995849609375 None None None +8 2081 0.22735434770584106 967.7672729492188 956.9896240234375 None None None +8 2082 0.22733691334724426 967.770751953125 956.9939575195312 None None None +8 2083 0.22732527554035187 967.736572265625 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0.2271711528301239 967.8130493164062 957.0440063476562 None None None +8 2097 0.22723320126533508 967.748779296875 956.9766845703125 None None None +8 2098 0.2272312343120575 967.7285766601562 956.9566650390625 None None None +8 2099 0.22725771367549896 967.7107543945312 956.9376220703125 None None None +8 2100 0.22725242376327515 967.7105102539062 956.9375610351562 None None None +8 2101 0.22721561789512634 967.7239990234375 956.9528198242188 None None None +8 2102 0.2272403985261917 967.7216796875 956.9493408203125 None None None +8 2103 0.22725903987884521 967.7178955078125 956.9447021484375 None None None +8 2104 0.2272912710905075 967.676025390625 956.9012451171875 None None None +8 2105 0.22729337215423584 967.6685791015625 956.8936767578125 None None None +8 2106 0.22734105587005615 967.681640625 956.904541015625 None None None +8 2107 0.2273542582988739 967.7164306640625 956.9386596679688 None None None +8 2108 0.22732232511043549 967.7395629882812 956.9633178710938 None None None +8 2109 0.2273305356502533 967.7120971679688 956.9354858398438 None None None +8 2110 0.22731301188468933 967.69921875 956.9234619140625 None None None +8 2111 0.22728559374809265 967.6702880859375 956.8958129882812 None None None +8 2112 0.22726769745349884 967.6766967773438 956.903076171875 None None None +8 2113 0.2273048758506775 967.6717529296875 956.8964233398438 None None None +8 2114 0.22730746865272522 967.6500854492188 956.8746337890625 None None None +8 2115 0.227332204580307 967.6249389648438 956.8482666015625 None None None +8 2116 0.22730225324630737 967.6218872070312 956.8466796875 None None None +8 2117 0.22730551660060883 967.5785522460938 956.8031616210938 None None None +8 2118 0.22729608416557312 967.612548828125 956.8375854492188 None None None +8 2119 0.22727163136005402 967.6140747070312 956.8402709960938 None None None +8 2120 0.22729703783988953 967.5850830078125 956.8101196289062 None None None +8 2121 0.22730043530464172 967.5599975585938 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0.2189650982618332 963.8148193359375 953.4358520507812 None None None +9 1933 0.2189805656671524 963.8133544921875 953.43359375 None None None +9 1934 0.21900363266468048 963.7993774414062 953.4185180664062 None None None +9 1935 0.21898595988750458 963.7791137695312 953.399169921875 None None None +9 1936 0.21899327635765076 963.7824096679688 953.4020385742188 None None None +9 1937 0.2190607190132141 963.7660522460938 953.382568359375 None None None +9 1938 0.21911177039146423 963.814697265625 953.4287719726562 None None None +9 1939 0.21914337575435638 963.8703002929688 953.4827880859375 None None None +9 1940 0.21914267539978027 963.8782348632812 953.49072265625 None None None +9 1941 0.2191745787858963 963.862060546875 953.4730834960938 None None None +9 1942 0.2191716730594635 963.820068359375 953.4312133789062 None None None +9 1943 0.21916553378105164 963.841064453125 953.4525756835938 None None None +9 1944 0.21913893520832062 963.8207397460938 953.4334716796875 None None None 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None +9 1996 0.21920326352119446 964.1552734375 953.7650756835938 None None None +9 1997 0.21916237473487854 964.2078857421875 953.8196411132812 None None None +9 1998 0.21913109719753265 964.2171020507812 953.8302612304688 None None None +9 1999 0.21913230419158936 964.1909790039062 953.8041381835938 None None None +9 2000 0.21912544965744019 964.1982421875 953.8117065429688 None None None +9 2001 0.2191084921360016 964.1781616210938 953.7924194335938 None None None +9 2002 0.219110906124115 964.1435546875 953.7578125 None None None +9 2003 0.2190985232591629 964.1195678710938 953.7344360351562 None None None +9 2004 0.21908597648143768 964.1784057617188 953.7938842773438 None None None +9 2005 0.21909067034721375 964.2272338867188 953.842529296875 None None None +9 2006 0.21910536289215088 964.1912231445312 953.8058471679688 None None None +9 2007 0.2191203534603119 964.1898193359375 953.8037719726562 None None None +9 2008 0.21911846101284027 964.2027587890625 953.8168334960938 None None None +9 2009 0.2191026210784912 964.1913452148438 953.80615234375 None None None +9 2010 0.21912159025669098 964.223388671875 953.8372802734375 None None None +9 2011 0.2191174179315567 964.283447265625 953.8975219726562 None None None +9 2012 0.21912090480327606 964.2918701171875 953.90576171875 None None None +9 2013 0.21913433074951172 964.257568359375 953.870849609375 None None None +9 2014 0.21909715235233307 964.243408203125 953.8585205078125 None None None +9 2015 0.21931608021259308 964.235107421875 953.8397827148438 None None None +9 2016 0.21934115886688232 964.2456665039062 953.84912109375 None None None +9 2017 0.21935050189495087 964.270263671875 953.8732299804688 None None None +9 2018 0.21932590007781982 964.2685546875 953.8727416992188 None None None +9 2019 0.21931737661361694 964.2426147460938 953.8472290039062 None None None +9 2020 0.2193395495414734 964.2245483398438 953.828125 None None None +9 2021 0.21933631598949432 964.2275390625 953.8312377929688 None 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0.21101094782352448 962.4249267578125 952.4241333007812 None None None +10 1836 0.2109968364238739 962.4288940429688 952.4287109375 None None None +10 1837 0.2109648585319519 962.4732055664062 952.4745483398438 None None None +10 1838 0.21095187962055206 962.4673461914062 952.4692993164062 None None None +10 1839 0.21096494793891907 962.4368286132812 952.4381103515625 None None None +10 1840 0.21093586087226868 962.45556640625 952.4583740234375 None None None +10 1841 0.21091154217720032 962.4240112304688 952.4279174804688 None None None +10 1842 0.21091535687446594 962.4135131835938 952.417236328125 None None None +10 1843 0.2108926773071289 962.431884765625 952.4366455078125 None None None +10 1844 0.2109149992465973 962.4094848632812 952.4131469726562 None None None +10 1845 0.21089881658554077 962.3782958984375 952.3828125 None None None +10 1846 0.21087568998336792 962.427490234375 952.43310546875 None None None +10 1847 0.2108471691608429 962.4022216796875 952.4091796875 None 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1873 0.2107688933610916 962.2504272460938 952.2611694335938 None None None +10 1874 0.21078507602214813 962.2766723632812 952.2866821289062 None None None +10 1875 0.2108597606420517 962.3272705078125 952.3336791992188 None None None +10 1876 0.2108486145734787 962.2850341796875 952.2919921875 None None None +10 1877 0.21083176136016846 962.2946166992188 952.3023681640625 None None None +10 1878 0.21086539328098297 962.3378295898438 952.343994140625 None None None +10 1879 0.2109057754278183 962.2962036132812 952.3004150390625 None None None +10 1880 0.21088285744190216 962.29150390625 952.2967529296875 None None None +10 1881 0.21087206900119781 962.3399047851562 952.3456420898438 None None None +10 1882 0.21083424985408783 962.3704223632812 952.3779296875 None None None +10 1883 0.21083004772663116 962.361328125 952.3690185546875 None None None +10 1884 0.2108224481344223 962.3751831054688 952.38330078125 None None None +10 1885 0.21078340709209442 962.3756713867188 952.3856201171875 None None None +10 1886 0.2107662707567215 962.3987426757812 952.4095458984375 None None None +10 1887 0.2107226848602295 962.4188232421875 952.4317016601562 None None None +10 1888 0.210710808634758 962.4471435546875 952.4605712890625 None None None +10 1889 0.21072183549404144 962.4754028320312 952.4883422851562 None None None +10 1890 0.2106875479221344 962.482421875 952.4970092773438 None None None +10 1891 0.21064595878124237 962.4515991210938 952.4681396484375 None None None +10 1892 0.21062694489955902 962.4481811523438 952.465576171875 None None None +10 1893 0.2106478363275528 962.3992919921875 952.4156494140625 None None None +10 1894 0.2106398642063141 962.3907470703125 952.4075317382812 None None None +10 1895 0.21061789989471436 962.3792114257812 952.3970336914062 None None None +10 1896 0.21062391996383667 962.3226318359375 952.3402099609375 None None None +10 1897 0.21063721179962158 962.3222045898438 952.3391723632812 None None None +10 1898 0.21059086918830872 962.3023071289062 952.3214111328125 None None None +10 1899 0.210635244846344 962.2788696289062 952.2958374023438 None None None +10 1900 0.21059657633304596 962.2652587890625 952.2841186523438 None None None +10 1901 0.2106126993894577 962.3258666992188 952.343994140625 None None None +10 1902 0.21056701242923737 962.3169555664062 952.3372192382812 None None None +10 1903 0.21053940057754517 962.318603515625 952.3402099609375 None None None +10 1904 0.2105427235364914 962.2958984375 952.3173828125 None None None +10 1905 0.2105252593755722 962.2925415039062 952.3148803710938 None None None +10 1906 0.21054977178573608 962.246337890625 952.2675170898438 None None None +10 1907 0.21053960919380188 962.2948608398438 952.3165283203125 None None None +10 1908 0.21056631207466125 962.3661499023438 952.3865356445312 None None None +10 1909 0.21058279275894165 962.3197631835938 952.33935546875 None None None +10 1910 0.21059179306030273 962.3038940429688 952.3230590820312 None None None +10 1911 0.2105928361415863 962.2513427734375 952.2704467773438 None None None +10 1912 0.21058601140975952 962.22607421875 952.2455444335938 None None None +10 1913 0.210577130317688 962.2091064453125 952.2289428710938 None None None +10 1914 0.2105734944343567 962.21435546875 952.234375 None None None +10 1915 0.21054644882678986 962.2540283203125 952.2753295898438 None None None +10 1916 0.21056707203388214 962.280517578125 952.3009033203125 None None None +10 1917 0.21058239042758942 962.2684936523438 952.2881469726562 None None None +10 1918 0.2105710655450821 962.2567138671875 952.2769775390625 None None None +10 1919 0.2105562388896942 962.333251953125 952.3541870117188 None None None +10 1920 0.21059519052505493 962.2869262695312 952.3060302734375 None None None +10 1921 0.2105739861726761 962.294189453125 952.3142700195312 None None None +10 1922 0.21060271561145782 962.2614135742188 952.2801513671875 None None None +10 1923 0.21058599650859833 962.2271118164062 952.24658203125 None None None +10 1924 0.21061553061008453 962.2241821289062 952.2422485351562 None None None +10 1925 0.21061207354068756 962.2115478515625 952.229736328125 None None None +10 1926 0.21062633395195007 962.1873168945312 952.204833984375 None None None +10 1927 0.21065548062324524 962.1976928710938 952.2137451171875 None None None +10 1928 0.21068263053894043 962.2241821289062 952.2388916015625 None None None +10 1929 0.21064582467079163 962.2523803710938 952.2688598632812 None None None +10 1930 0.21067655086517334 962.2509765625 952.2660522460938 None None None +10 1931 0.2106558382511139 962.2615356445312 952.2775268554688 None None None +10 1932 0.2106456458568573 962.2421875 952.2587280273438 None None None +10 1933 0.2106175273656845 962.2232055664062 952.2410888671875 None None None +10 1934 0.21060580015182495 962.230712890625 952.2491455078125 None None None +10 1935 0.21064472198486328 962.2537231445312 952.270263671875 None None None +10 1936 0.21069346368312836 962.228515625 952.2427368164062 None None None +10 1937 0.21070551872253418 962.2334594726562 952.2470703125 None None None +10 1938 0.21070122718811035 962.2529296875 952.266845703125 None None None +10 1939 0.21078741550445557 962.2764282226562 952.2862548828125 None None None +10 1940 0.21075642108917236 962.2687377929688 952.2800903320312 None None None +10 1941 0.2107728123664856 962.3048095703125 952.3153076171875 None None None +10 1942 0.2107568383216858 962.311767578125 952.3230590820312 None None None +10 1943 0.21073195338249207 962.305419921875 952.3179321289062 None None None +10 1944 0.2107536941766739 962.3087158203125 952.3201904296875 None None None +10 1945 0.2107747495174408 962.3032836914062 952.313720703125 None None None +10 1946 0.21077823638916016 962.2899169921875 952.3001098632812 None None None +10 1947 0.21075963973999023 962.2783813476562 952.28955078125 None None None +10 1948 0.21075989305973053 962.30126953125 952.3123779296875 None None None +10 1949 0.21073806285858154 962.3394775390625 952.3516235351562 None None None +10 1950 0.21071942150592804 962.3187255859375 952.331787109375 None None None +10 1951 0.2106950581073761 962.2884521484375 952.3026123046875 None None None +10 1952 0.21066445112228394 962.3272705078125 952.3429565429688 None None None +10 1953 0.21068799495697021 962.2879028320312 952.3024291992188 None None None +10 1954 0.21068818867206573 962.2435913085938 952.2581176757812 None None None +10 1955 0.21074111759662628 962.2579956054688 952.2700805664062 None None None +10 1956 0.2107572704553604 962.2661743164062 952.2774658203125 None None None +10 1957 0.21073578298091888 962.309326171875 952.3216552734375 None None None +10 1958 0.210716113448143 962.3250122070312 952.3381958007812 None None None +10 1959 0.2107301652431488 962.3270874023438 952.339599609375 None None None +10 1960 0.21074260771274567 962.3627319335938 952.3746337890625 None None None +10 1961 0.2107488065958023 962.3859252929688 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0.1880829930305481 955.5392456054688 946.6242065429688 None None None +15 1944 0.18811935186386108 955.5382080078125 946.6214599609375 None None None +15 1945 0.1881215125322342 955.5685424804688 946.651611328125 None None None +15 1946 0.18812264502048492 955.564697265625 946.6477661132812 None None None +15 1947 0.1881348341703415 955.5557250976562 946.6382446289062 None None None +15 1948 0.18814872205257416 955.6040649414062 946.6859741210938 None None None +15 1949 0.18821780383586884 955.634033203125 946.712646484375 None None None +15 1950 0.18818335235118866 955.6390991210938 946.7192993164062 None None None +15 1951 0.18815389275550842 955.6546630859375 946.7362060546875 None None None +15 1952 0.1881944239139557 955.6470947265625 946.7267456054688 None None None +15 1953 0.1881980299949646 955.6410522460938 946.7205810546875 None None None +15 1954 0.18818767368793488 955.5878295898438 946.6678466796875 None None None +15 1955 0.18817546963691711 955.605712890625 946.686279296875 None None None +15 1956 0.18816213309764862 955.583251953125 946.6644897460938 None None None +15 1957 0.18819382786750793 955.6007080078125 946.6804809570312 None None None +15 1958 0.1882544755935669 955.5971069335938 946.6740112304688 None None None +15 1959 0.1882355958223343 955.585693359375 946.6635131835938 None None None +15 1960 0.1882459670305252 955.5604858398438 946.6377563476562 None None None +15 1961 0.18825624883174896 955.5592041015625 946.6360473632812 None None None +15 1962 0.18826958537101746 955.5194702148438 946.5956420898438 None None None +15 1963 0.18827828764915466 955.5267944335938 946.6026611328125 None None None +15 1964 0.18831050395965576 955.521728515625 946.5960693359375 None None None +15 1965 0.1883019208908081 955.5494384765625 946.6242065429688 None None None +15 1966 0.18826834857463837 955.5234375 946.5997314453125 None None None +15 1967 0.18828235566616058 955.5245971679688 946.6002807617188 None None None +15 1968 0.18825063109397888 955.5800170898438 946.6572265625 None None None +15 1969 0.18826578557491302 955.52685546875 946.6033325195312 None None None +15 1970 0.1882675141096115 955.5504760742188 946.6268920898438 None None None +15 1971 0.18829414248466492 955.5840454101562 946.6591796875 None None None +15 1972 0.18827910721302032 955.5413818359375 946.6173095703125 None None None +15 1973 0.18827249109745026 955.546630859375 946.6228637695312 None None None +15 1974 0.1882784217596054 955.525146484375 946.6011962890625 None None None +15 1975 0.18829046189785004 955.491455078125 946.56689453125 None None None +15 1976 0.18828143179416656 955.4921875 946.5680541992188 None None None +15 1977 0.1883164793252945 955.4890747070312 946.5633544921875 None None None +15 1978 0.18832799792289734 955.521484375 946.59521484375 None None None +15 1979 0.1883745640516281 955.5300903320312 946.6016235351562 None None None +15 1980 0.18837150931358337 955.542724609375 946.6144409179688 None None None 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946.6944580078125 None None None +15 1994 0.18840104341506958 955.6109008789062 946.6809692382812 None None None +15 1995 0.18841855227947235 955.565673828125 946.6349487304688 None None None +15 1996 0.18839523196220398 955.5795288085938 946.6499633789062 None None None +15 1997 0.18838097155094147 955.5289306640625 946.5999755859375 None None None +15 1998 0.18838495016098022 955.5383911132812 946.6092529296875 None None None +15 1999 0.18835210800170898 955.4943237304688 946.5667724609375 None None None +15 2000 0.18839986622333527 955.4920043945312 946.5621948242188 None None None +15 2001 0.1884528398513794 955.4763793945312 946.5439453125 None None None +15 2002 0.1884288787841797 955.4716796875 946.5404663085938 None None None +15 2003 0.18842391669750214 955.48779296875 946.5567626953125 None None None +15 2004 0.18839909136295319 955.44580078125 946.5159301757812 None None None +15 2005 0.18840426206588745 955.413330078125 946.483154296875 None None None +15 2006 0.18840548396110535 955.385009765625 946.454833984375 None None None +15 2007 0.1884079873561859 955.39892578125 946.4686279296875 None None None +15 2008 0.18838433921337128 955.362060546875 946.432861328125 None None None +15 2009 0.18838101625442505 955.34765625 946.4185791015625 None None None +15 2010 0.18835188448429108 955.3617553710938 946.43408203125 None None None +15 2011 0.18834932148456573 955.3681640625 946.4406127929688 None None None +15 2012 0.18837587535381317 955.3823852539062 946.4535522460938 None None None +15 2013 0.18838609755039215 955.3406372070312 946.4113159179688 None None None +15 2014 0.188398540019989 955.3104858398438 946.3805541992188 None None None +15 2015 0.18839029967784882 955.2738647460938 946.3442993164062 None None None +15 2016 0.18841670453548431 955.262939453125 946.3320922851562 None None None +15 2017 0.18843324482440948 955.25537109375 946.32373046875 None None None +15 2018 0.1885322779417038 955.2551879882812 946.3189086914062 None None None +15 2019 0.18854187428951263 955.2947387695312 946.3579711914062 None None None +15 2020 0.18852829933166504 955.2697143554688 946.3336181640625 None None None +15 2021 0.18849985301494598 955.255126953125 946.3203125 None None None +15 2022 0.1884802281856537 955.2631225585938 946.3292236328125 None None None +15 2023 0.18847216665744781 955.2914428710938 946.35791015625 None None None +15 2024 0.18843653798103333 955.3042602539062 946.3724365234375 None None None +15 2025 0.1884489506483078 955.2940673828125 946.3616943359375 None None None +15 2026 0.1884293556213379 955.2897338867188 946.3583374023438 None None None +15 2027 0.18843752145767212 955.2513427734375 946.319580078125 None None None +15 2028 0.18846440315246582 955.2200927734375 946.2870483398438 None None None +15 2029 0.18848267197608948 955.2459106445312 946.3119506835938 None None None +15 2030 0.1884501576423645 955.2399291992188 946.3074951171875 None None None +15 2031 0.18844673037528992 955.2360229492188 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945.6742553710938 937.735595703125 None None None +16 1929 0.16748160123825073 945.6900634765625 937.7520141601562 None None None +16 1930 0.16750368475914001 945.7222290039062 937.7831420898438 None None None +16 1931 0.16746611893177032 945.7369384765625 937.7996215820312 None None None +16 1932 0.167457714676857 945.7162475585938 937.779296875 None None None +16 1933 0.16747158765792847 945.7286987304688 937.7910766601562 None None None +16 1934 0.16749948263168335 945.7481689453125 937.809326171875 None None None +16 1935 0.1674647331237793 945.8009643554688 937.8637084960938 None None None +16 1936 0.16744588315486908 945.7774047851562 937.841064453125 None None None +16 1937 0.1674272119998932 945.7349853515625 937.799560546875 None None None +16 1938 0.16740263998508453 945.7169799804688 937.7827758789062 None None None +16 1939 0.16737928986549377 945.6505126953125 937.7174072265625 None None None +16 1940 0.16736476123332977 945.6812744140625 937.7488403320312 None None None 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0.15669910609722137 942.4254150390625 934.998046875 None None None +17 1950 0.1566641926765442 942.4110107421875 934.9852905273438 None None None +17 1951 0.1566486358642578 942.4559326171875 935.031005859375 None None None +17 1952 0.1566361039876938 942.4556274414062 935.0313110351562 None None None +17 1953 0.1566188782453537 942.4476928710938 935.0241088867188 None None None +17 1954 0.1566326767206192 942.4180297851562 934.9937744140625 None None None +17 1955 0.1566314697265625 942.3907470703125 934.9666137695312 None None None +17 1956 0.1566801220178604 942.3926391601562 934.9661865234375 None None None +17 1957 0.1566738337278366 942.387451171875 934.9613037109375 None None None +17 1958 0.15669089555740356 942.3876953125 934.9607543945312 None None None +17 1959 0.1567046344280243 942.3639526367188 934.9363403320312 None None None +17 1960 0.1566968709230423 942.3780517578125 934.9507446289062 None None None +17 1961 0.15668490529060364 942.341552734375 934.9148559570312 None 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933.8844604492188 None None None +17 2418 0.15657925605773926 941.2487182617188 933.8272705078125 None None None +17 2419 0.15659549832344055 941.2401123046875 933.8179321289062 None None None +17 2420 0.1566038578748703 941.2283935546875 933.8057861328125 None None None +17 2421 0.1565837264060974 941.228271484375 933.8067016601562 None None None +17 2422 0.15659639239311218 941.2373657226562 933.8151245117188 None None None +17 2423 0.15660680830478668 941.2249145507812 933.8021240234375 None None None +17 2424 0.1566169410943985 941.2301635742188 933.8069458007812 None None None +17 2425 0.15661293268203735 941.2413940429688 933.818359375 None None None +17 2426 0.15662069618701935 941.2337036132812 933.810302734375 None None None +17 2427 0.1566561758518219 941.2047119140625 933.7797241210938 None None None +17 2428 0.15665286779403687 941.187255859375 933.7622680664062 None None None +17 2429 0.15664702653884888 941.173583984375 933.7489013671875 None None None +17 2430 0.15665659308433533 941.2000732421875 933.77490234375 None None None +17 2431 0.1566746085882187 941.1757202148438 933.749755859375 None None None +17 2432 0.15672124922275543 941.1441040039062 933.7159423828125 None None None +17 2433 0.15673407912254333 941.1453857421875 933.7166748046875 None None None +17 2434 0.15674573183059692 941.1495361328125 933.7202758789062 None None None +17 2435 0.156732976436615 941.1282958984375 933.6997680664062 None None None +17 2436 0.15673710405826569 941.1060180664062 933.6771850585938 None None None +17 2437 0.1567126214504242 941.14013671875 933.7125244140625 None None None +17 2438 0.15669608116149902 941.1461181640625 933.7192993164062 None None None +17 2439 0.15670336782932281 941.137939453125 933.7108154296875 None None None +17 2440 0.1567043513059616 941.1356201171875 933.7084350585938 None None None +17 2441 0.15673252940177917 941.0855102539062 933.656982421875 None None None +17 2442 0.15672235190868378 941.0634765625 933.6353759765625 None None None +17 2443 0.1567336469888687 941.0609130859375 933.6322631835938 None None None +17 2444 0.15671512484550476 941.0953979492188 933.667724609375 None None None +17 2445 0.15671002864837646 941.0873413085938 933.6597900390625 None None None +17 2446 0.1567293405532837 941.0442504882812 933.6158447265625 None None None +17 2447 0.1567310094833374 941.0339965820312 933.6055908203125 None None None +17 2448 0.15675722062587738 941.0443115234375 933.6146240234375 None None None +17 2449 0.15676891803741455 941.0210571289062 933.5908203125 None None None +17 2450 0.15677104890346527 941.0166625976562 933.5863037109375 None None None +17 2451 0.15676121413707733 941.0643310546875 933.634521484375 None None None +17 2452 0.15677410364151 941.1257934570312 933.6953125 None None None +17 2453 0.1567644625902176 941.1080932617188 933.6781005859375 None None None +17 2454 0.15676531195640564 941.117431640625 933.6873779296875 None None None +17 2455 0.15677669644355774 941.120361328125 933.6897583007812 None None None +17 2456 0.15676569938659668 941.0984497070312 933.6683349609375 None None None +17 2457 0.15676525235176086 941.0968627929688 933.6668090820312 None None None +17 2458 0.15677258372306824 941.0968017578125 933.6664428710938 None None None +17 2459 0.15677140653133392 941.1116333007812 933.6813354492188 None None None +17 2460 0.1567760556936264 941.1171875 933.6866455078125 None None None +17 2461 0.15676935017108917 941.174072265625 933.7439575195312 None None None +17 2462 0.15677811205387115 941.165283203125 933.7348022460938 None None None +17 2463 0.15678448975086212 941.169677734375 933.7388916015625 None None None +17 2464 0.1567988395690918 941.1663818359375 933.7348022460938 None None None +17 2465 0.15681353211402893 941.183837890625 933.7515258789062 None None None +17 2466 0.15684260427951813 941.1766967773438 933.7430419921875 None None None +17 2467 0.1568344384431839 941.1754760742188 933.7422485351562 None None None +17 2468 0.15684406459331512 941.1649780273438 933.7313232421875 None None None +17 2469 0.1568579375743866 941.2083740234375 933.7740478515625 None None None +17 2470 0.15688729286193848 941.1813354492188 933.74560546875 None None None +17 2471 0.1568646878004074 941.17724609375 933.7425537109375 None None None +17 2472 0.156866654753685 941.2027587890625 933.7679443359375 None None None +17 2473 0.15686333179473877 941.2189331054688 933.7843017578125 None None None +17 2474 0.15686604380607605 941.1884155273438 933.753662109375 None None None +17 2475 0.15687336027622223 941.1754150390625 933.7403564453125 None None None +17 2476 0.1568617820739746 941.1776733398438 933.7431640625 None None None +17 2477 0.15687045454978943 941.1768188476562 933.7418823242188 None None None +17 2478 0.15685369074344635 941.2151489257812 933.7811279296875 None None None +17 2479 0.15684907138347626 941.1943969726562 933.7606201171875 None None None +17 2480 0.15685608983039856 941.2047119140625 933.7705688476562 None None None +17 2481 0.1568443477153778 941.2291870117188 933.795654296875 None None None +17 2482 0.15682779252529144 941.2316284179688 933.7988891601562 None None None +17 2483 0.1568586528301239 941.2208862304688 933.7866821289062 None None None +17 2484 0.1568625569343567 941.2342529296875 933.7999267578125 None None None +17 2485 0.1568523496389389 941.2098999023438 933.7760620117188 None None None +17 2486 0.1568518877029419 941.232666015625 933.7988891601562 None None None +17 2487 0.15685072541236877 941.2245483398438 933.7908325195312 None None None +17 2488 0.1568368822336197 941.2254638671875 933.7924194335938 None None None +17 2489 0.15682809054851532 941.22607421875 933.7933959960938 None None None +17 2490 0.15683580935001373 941.2193603515625 933.786376953125 None None None +17 2491 0.1568869948387146 941.1883544921875 933.7529296875 None None None +17 2492 0.15687496960163116 941.1837768554688 933.7489013671875 None None None +17 2493 0.15690621733665466 941.1957397460938 933.7593383789062 None None None +17 2494 0.15690746903419495 941.2437133789062 933.807373046875 None None None +17 2495 0.1569332331418991 941.23974609375 933.8021240234375 None None None diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..c193f5f1b0fa8af9e3622cf60763f2827c9c3ae0 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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 +2023-08-18 16:35:33.395274: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:38.440875: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:38.445893: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 16:35:38.485377: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:82:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-08-18 16:35:38.485477: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:38.565531: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:38.565689: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:38.584043: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:38.666207: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:38.732029: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:38.752209: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:38.755355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:38.759471: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:38.759887: 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. +2023-08-18 16:35:38.760955: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 16:35:38.761799: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:82:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s +2023-08-18 16:35:38.761840: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:38.762611: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 16:35:38.762662: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 16:35:38.762688: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 16:35:38.762711: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 16:35:38.762734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 16:35:38.762757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 16:35:38.762780: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 16:35:38.763810: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 16:35:38.765414: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 16:35:42.120580: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 16:35:42.120676: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 16:35:42.120696: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 16:35:42.124530: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10907 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:82:00.0, compute capability: 7.0) +2023-08-18 16:35:43.137072: 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.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7714105beabab64f3354eb52d1947cebe07b46 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_4/new_model_formats/bias_model_scaled diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet.params.json b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..baa459c3c942c3831482d335988a7de0d1b91758 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "47.4", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_data_params.tsv b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..7f98bbddced6ba67310889c31be94d8df64532c2 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 41.0 +counts_sum_max_thresh 3057.0 +trainings_pts_post_thresh 172635 diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ba821f5b23a17be9963a2f840bb52901616839 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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 +2023-08-18 15:28:43.474540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:45.825806: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:45.828841: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-08-18 15:28:46.302805: 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 +2023-08-18 15:28:46.302937: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:46.327713: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:46.327825: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:46.337699: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:46.342391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:46.358861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:46.363120: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:46.364055: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:46.401282: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:46.401591: 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. +2023-08-18 15:28:46.402449: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-08-18 15:28:46.408356: 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 +2023-08-18 15:28:46.408387: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:46.408408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-08-18 15:28:46.408423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-08-18 15:28:46.408437: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-08-18 15:28:46.408451: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-08-18 15:28:46.408464: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-08-18 15:28:46.408477: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-08-18 15:28:46.408490: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-08-18 15:28:46.418700: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-08-18 15:28:46.420547: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-08-18 15:28:49.864639: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-08-18 15:28:49.864759: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-08-18 15:28:49.864772: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-08-18 15:28:49.871159: 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) +2023-08-18 15:28:52.222247: 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.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b7929fb0579bdd465e3375bd3ed96d9f2030fa --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_4/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_4/new_model_formats/chrombpnet diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_model_params.tsv b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..d651c1e6a3d7c8586e57413e8d025948d8f77fd9 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 47.4 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR754LIN//chrombpnet_model_feb15_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.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03063d9f5a52f5eecb61cec7d837796f9d6f414 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03063d9f5a52f5eecb61cec7d837796f9d6f414 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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//ENCSR754LIN//chrombpnet_model_feb15_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR754LIN//chrombpnet_model_feb15_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.epoch_loss.csv b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..882a55c51ed115bdea847d506c48e4563ae8b08b --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.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 +0,2.4840502738952637,1038.7227783203125,1156.466796875,0.37013766169548035,1010.3339233398438,1027.8778076171875 +1,0.3522550165653229,994.6995849609375,1011.396484375,0.39535287022590637,990.7213134765625,1009.4603881835938 +2,0.31993988156318665,980.8587646484375,996.0250854492188,0.3073224425315857,980.7586059570312,995.3258056640625 +3,0.2954142391681671,974.7037353515625,988.7044067382812,0.3015109896659851,975.2842407226562,989.576171875 +4,0.27563604712486267,969.7117919921875,982.7771606445312,0.3538133502006531,970.160400390625,986.9310913085938 +5,0.2553904354572296,964.5877685546875,976.6927490234375,0.270702987909317,967.6143188476562,980.44482421875 +6,0.24634096026420593,961.8770141601562,973.55419921875,0.28065255284309387,971.04150390625,984.3441162109375 +7,0.23315617442131042,959.0429077148438,970.0950927734375,0.2658538818359375,969.7413330078125,982.3428955078125 +8,0.22693125903606415,956.720703125,967.4785766601562,0.2741028964519501,963.9397583007812,976.9320678710938 +9,0.21898745000362396,954.0106201171875,964.39111328125,0.2627078592777252,962.115966796875,974.5682373046875 +10,0.21169757843017578,951.9121704101562,961.94580078125,0.27851277589797974,968.7659301757812,981.967529296875 +11,0.20523709058761597,950.5255737304688,960.2532348632812,0.25144997239112854,962.2960205078125,974.214599609375 +12,0.2021901160478592,949.056640625,958.640380859375,0.2647436857223511,958.2060546875,970.7548828125 +13,0.19808168709278107,949.2803955078125,958.671142578125,0.2651640772819519,967.6239013671875,980.1921997070312 +14,0.19219572842121124,947.098876953125,956.209228515625,0.4021731913089752,970.2112426757812,989.2747192382812 +15,0.18955440819263458,945.6358032226562,954.6193237304688,0.2503027021884918,964.9598388671875,976.8240966796875 +16,0.16669289767742157,937.4815063476562,945.3829345703125,0.29738500714302063,962.5921020507812,976.6878051757812 +17,0.1569332331418991,933.8021240234375,941.23974609375,0.24230679869651794,964.316650390625,975.8016967773438 diff --git a/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stderr.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..0559195ae5105b6451bc7f85bccbb902848112e8 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stderr.txt @@ -0,0 +1,332 @@ +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 +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 +2023-01-18 08:12:00.874636: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:21:42.187119: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 08:21:42.190876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 08:21:42.296341: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 08:21:42.296433: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:21:42.317893: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 08:21:42.318029: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 08:21:42.329173: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 08:21:42.334395: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 08:21:42.353073: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 08:21:42.358017: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 08:21:42.359121: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 08:21:42.363760: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 08:21:42.364112: 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. +2023-01-18 08:21:42.364909: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 08:21:42.366649: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 08:21:42.366677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:21:42.366692: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 08:21:42.366705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 08:21:42.366719: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 08:21:42.366732: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 08:21:42.366744: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 08:21:42.366757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 08:21:42.366770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 08:21:42.370127: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 08:21:42.371327: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:21:43.952475: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 08:21:43.952568: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 08:21:43.952579: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 08:21:43.959968: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +2023-01-18 08:21:45.304483: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 08:21:50.998079: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 08:21:51.186648: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 08:21:52.613164: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 08:21:52.621291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 08:22:22.094229: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:23:11.408842: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 08:23:11.409671: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 08:23:11.528806: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 08:23:11.528876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:23:11.531202: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 08:23:11.531263: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 08:23:11.532368: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 08:23:11.532642: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 08:23:11.535034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 08:23:11.535663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 08:23:11.535956: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 08:23:11.539437: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 08:23:11.539762: 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. +2023-01-18 08:23:11.539835: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 08:23:11.541582: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 08:23:11.541606: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:23:11.541626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 08:23:11.541640: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 08:23:11.541652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 08:23:11.541665: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 08:23:11.541677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 08:23:11.541689: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 08:23:11.541702: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 08:23:11.545081: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 08:23:11.545111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 08:23:12.059303: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 08:23:12.059396: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 08:23:12.059408: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 08:23:12.063317: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +2023-01-18 08:28:51.169892: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 08:28:51.170364: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 08:28:52.620322: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 08:29:14.125469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 08:29:14.142913: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 08:29:17.837019: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2023-01-18 10:35:47.533770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:35:50.514327: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:35:50.515206: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 10:35:50.640593: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:35:50.640683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:35:50.643130: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:35:50.643209: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:35:50.644344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:35:50.644631: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:35:50.647051: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:35:50.647708: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:35:50.648044: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:35:50.651569: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:35:50.651909: 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. +2023-01-18 10:35:50.651988: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:35:50.653744: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:35:50.653773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:35:50.653803: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:35:50.653818: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:35:50.653832: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:35:50.653846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:35:50.653860: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:35:50.653873: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:35:50.653888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:35:50.657316: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:35:50.657361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:35:51.189847: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 10:35:51.189950: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 10:35:51.189962: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 10:35:51.194752: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +2023-01-18 10:38:18.944307: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 10:38:18.947870: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 10:38:19.036414: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:38:19.495738: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:38:19.497909: 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. +2023-01-18 10:40:54.908188: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:40:57.341772: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:40:57.342640: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 10:40:57.465487: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:40:57.465575: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:40:57.467957: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:40:57.468012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:40:57.469113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:40:57.469392: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:40:57.471745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:40:57.472357: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:40:57.472671: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:40:57.476217: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:40:57.476535: 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. +2023-01-18 10:40:57.476601: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:40:57.478339: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:40:57.478361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:40:57.478378: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:40:57.478393: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:40:57.478406: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:40:57.478420: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:40:57.478433: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:40:57.478446: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:40:57.478460: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:40:57.481841: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:40:57.481874: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:40:57.996694: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 10:40:57.996787: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 10:40:57.996798: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 10:40:58.001600: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 10:43:52.128281: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 10:43:52.130694: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 10:43:52.189132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:43:52.639748: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:43:52.641350: 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. +2023-01-18 10:46:17.474525: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:46:20.004681: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:46:20.005534: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 10:46:20.085298: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:46:20.085379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:46:20.087790: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:46:20.087842: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:46:20.088938: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:46:20.089223: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:46:20.091583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:46:20.092178: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:46:20.092490: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:46:20.094362: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:46:20.094678: 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. +2023-01-18 10:46:20.094748: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:46:20.095639: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:46:20.095661: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:46:20.095698: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:46:20.095716: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:46:20.095732: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:46:20.095747: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:46:20.095762: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:46:20.095777: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:46:20.095792: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:46:20.097487: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:46:20.097517: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:46:20.559949: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 10:46:20.560043: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 10:46:20.560055: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 10:46:20.563581: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +2023-01-18 10:47:55.880825: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 10:47:55.882581: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 10:47:55.920822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:47:56.370460: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:47:56.372074: 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. +2023-01-18 10:49:10.502618: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:49:14.312854: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:49:14.313674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 10:49:14.436318: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:49:14.436410: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:49:14.438772: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:49:14.438826: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:49:14.439919: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:49:14.440201: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:49:14.470014: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:49:14.471233: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:49:14.471876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:49:14.475529: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:49:14.476038: 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. +2023-01-18 10:49:14.476159: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:49:14.477971: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:49:14.478000: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:49:14.478018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:49:14.478034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:49:14.478049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:49:14.478065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:49:14.478080: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:49:14.478095: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:49:14.478110: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:49:14.481478: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:49:14.481514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:49:14.984434: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 10:49:14.984526: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 10:49:14.984537: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 10:49:14.988871: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2023-01-18 10:49:27.615816: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 10:49:27.616345: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 10:49:27.817528: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:49:28.340398: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:49:28.342233: 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/ENCSR754LIN//chrombpnet_model_feb15_fold_4//footprints’: File exists +2023-01-18 10:51:17.204352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:51:18.406597: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:51:18.407453: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-01-18 10:51:18.486520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:51:18.486612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:51:18.488967: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:51:18.489020: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:51:18.490117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:51:18.490391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:51:18.492752: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:51:18.493394: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:51:18.493714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:51:18.495560: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:51:18.495889: 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. +2023-01-18 10:51:18.495990: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-01-18 10:51:18.496926: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-PCIE-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.42GiB deviceMemoryBandwidth: 1.41TiB/s +2023-01-18 10:51:18.496964: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:51:18.496982: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:51:18.496997: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:51:18.497011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-01-18 10:51:18.497026: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-01-18 10:51:18.497040: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-01-18 10:51:18.497054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-01-18 10:51:18.497068: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-01-18 10:51:18.498750: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-01-18 10:51:18.498785: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-01-18 10:51:18.963525: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-01-18 10:51:18.963617: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-01-18 10:51:18.963629: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-01-18 10:51:18.966571: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37414 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-PCIE-40GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +2023-01-18 10:51:31.571400: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2023-01-18 10:51:31.571914: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2500090000 Hz +2023-01-18 10:51:31.712114: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-01-18 10:51:32.235972: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-01-18 10:51:32.237798: 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.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stdout.txt b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd446a62927512bc10734dbfbc7c341aad5998e --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR754LIN/logfile.modelling.fold_4.ENCSR754LIN.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a079922e422d6cb8f430bd576facabbeb57594d9c07d849f5893193b90a2e22f +size 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+size 2688440 diff --git a/fold_4/model.bias_scaled.fold_4.ENCSR754LIN.tar b/fold_4/model.bias_scaled.fold_4.ENCSR754LIN.tar new file mode 100644 index 0000000000000000000000000000000000000000..5f31a7be0238ddf4a5af5ee93f436ff8fecf6535 --- /dev/null +++ b/fold_4/model.bias_scaled.fold_4.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74c27a83596175851238192175025d31337b4df6d1fbdb52aff254d6a2105270 +size 1198080 diff --git a/fold_4/model.chrombpnet.fold_4.ENCSR754LIN.h5 b/fold_4/model.chrombpnet.fold_4.ENCSR754LIN.h5 new file mode 100644 index 0000000000000000000000000000000000000000..a763131353f843c6f05b33bd3231ee1bfe199ef8 --- /dev/null +++ b/fold_4/model.chrombpnet.fold_4.ENCSR754LIN.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2808f8b500edc83760e994e81281ff8d99c5d44c038829508bde027d33427142 +size 26447928 diff --git a/fold_4/model.chrombpnet.fold_4.ENCSR754LIN.tar b/fold_4/model.chrombpnet.fold_4.ENCSR754LIN.tar new file mode 100644 index 0000000000000000000000000000000000000000..c1f10f79bc2fa4e24f722de812fc5bc4aab3133a --- /dev/null +++ b/fold_4/model.chrombpnet.fold_4.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c1d19fbca4e5d30214a303af2e3177b868c7d10404818cbaf4b0de385ac5307 +size 27607040 diff --git a/fold_4/model.chrombpnet_nobias.fold_4.ENCSR754LIN.h5 b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR754LIN.h5 new file mode 100644 index 0000000000000000000000000000000000000000..1c007a95d4386aa41c7e264d66093281be415696 --- /dev/null +++ b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR754LIN.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70ae08b983114b206318b0982e06c13a684f918a90b5588bdc02fc09b4058fd7 +size 25583536 diff --git a/fold_4/model.chrombpnet_nobias.fold_4.ENCSR754LIN.tar b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR754LIN.tar new file mode 100644 index 0000000000000000000000000000000000000000..06aff155d6ccf6b32101862c07228da433212f3a --- /dev/null +++ b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR754LIN.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7af14f0601e197e93273abc890a7ff5e5b8eae03d385d84cce48b40ed81b284 +size 26081280