diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..7b6021b5f53e54bab8af149cd6582a07b69d99e8 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,10 @@ 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.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..8d9d844c141a7453bc6015f1a11cdd96ed18286d --- /dev/null +++ b/README.md @@ -0,0 +1,120 @@ +--- +license: mit +library_name: chrombpnet +tags: + - encode + - chrombpnet + - chromatin-accessibility + - DNASE + - t-cell + - hg38 +--- +# ENCODE ChromBPNet Atlas +As part of the ENCODE 4 Project, we trained ChromBPNet models on 1,512 ENCODE DNAse-seq and ATAC-seq across 408 biosamples. Here, we provide all models for open-source use. + +For more information about the models, see: +- Main ENCODE 4 Paper +- [A unified lexicon of predictive DNA sequence motifs from ENCODE transcription factor binding and chromatin accessibility assays](https://doi.org/10.5281/zenodo.17123347) (Deshpande et al., Zenodo 2025) +- [ChromBPNet: bias factorized, base-resolution deep learning models of chromatin accessibility reveal cis-regulatory sequence syntax, transcription factor footprints and regulatory variants](https://doi.org/10.1101/2024.12.25.630221) (Pampari et al., bioRxiv 2024) + +## ChromBPNet model: DNASE in T-cell (ENCSR541PUY) +- Model: ChromBPNet +- Assay: DNASE-seq +- Experiment: [ENCSR541PUY](https://www.encodeproject.org/experiments/ENCSR541PUY/) +- Model annotation: [ENCSR099KJG](https://www.encodeproject.org/annotations/ENCSR099KJG/) +- Biosample: T-cell (Full name: Homo sapiens T-cell male adult (30 years)) +- Cell slim(s): T-cell,hematopoietic-cell,leukocyte +- Organ slim(s): blood,bodily-fluid +- Developmental slim(s): mesoderm,endoderm +- System slim(s): immune-system +- Assembly: hg38 + +## Directory structure +- `fold_0`: Model of 5-fold cross-validation: Fold 0 + - `model.chrombpnet.fold_0.encid.h5`: full chrombpnet model that combines both bias and corrected model in .h5 format + - `model.chrombpnet_nobias.fold_0.encid.h5`: bias-corrected accessibility model in .h5 format (Use for all biological discovery) + - `model.bias_scaled.fold_0.encid.h5`: bias model in .h5 format + - `model.chrombpnet.fold_0.encid.tar`: full chrombpnet model that combines both bias and corrected model in SavedModel format. After being untarred, it results in a directory named "chrombpnet". + - `model.chrombpnet_nobias.fold_0.encid.tar`: bias-corrected accessibility model in SavedModel format (Use for all biological discovery). After being untarred, it results in a directory named "chrombpnet_wo_bias". + - `model.bias_scaled.fold_0.encid.tar`: bias model in SavedModel format. After being untarred, it results in a directory named "bias_model_scaled". + - `logs.models.fold_0.encid`: folder containing log files for training models +- `fold_1`: Model of 5-fold coss-validation: Fold 1 +- `fold_2`: Model of 5-fold cross-validation: Fold 2 +- `fold_3`: Model of 5-fold cross-validation: Fold 3 +- `fold_4`: Model of 5-fold cross-validation: Fold 4 + +# Instructions +## 1. Pseudocode for loading models in .h5 format + +(1) Use the code in python after appropriately defining `model_in_h5_format` and `inputs`. \ +(2) `inputs` is a one hot encoded sequence of shape (N,2114,4). Here N corresponds to the +number of tested sequences, 2114 is the input sequence length and 4 corresponds to [A,C,G,T]. + +```python +import tensorflow as tf +from tensorflow.keras.utils import get_custom_objects +from tensorflow.keras.models import load_model + +custom_objects={"tf": tf} +get_custom_objects().update(custom_objects) + +model=load_model(model_in_h5_format,compile=False) +outputs = model(inputs) +``` + +The list `outputs` consists of two elements. The first element has a shape of (N, 1000) and +contains logit predictions for a 1000-base-pair output. The second element, with a shape of +(N, 1), contains logcount predictions. To transform these predictions into per-base signals, +follow the provided pseudo code lines below. + +```python +import numpy as np + +def softmax(x, temp=1): + norm_x = x - np.mean(x,axis=1, keepdims=True) + return np.exp(temp*norm_x)/np.sum(np.exp(temp*norm_x), axis=1, keepdims=True) + +predictions = softmax(outputs[0]) * (np.exp(outputs[1])-1) +``` + +## 2. Pseudocode for loading models in .tar format + +(1) First untar the directory as follows `tar -xvf model.tar`. \ +(2) Use the code below in python after appropriately defining `model_dir_untared` and `inputs`. \ +(3) `inputs` is a one hot encoded sequence of shape (N,2114,4). Here N corresponds to the number +of tested sequences, 2114 is the input sequence length and 4 corresponds to ACGT. + +Reference: https://www.tensorflow.org/api_docs/python/tf/saved_model/load + +```python +import tensorflow as tf + +model = tf.saved_model.load('model_dir_untared') +outputs = model.signatures['serving_default'](**{'sequence':inputs.astype('float32')}) +``` + +The variable `outputs` represents a dictionary containing two key-value pairs. The first key +is `logits_profile_predictions`, holding a value with a shape of (N, 1000). This value corresponds +to logit predictions for a 1000-base-pair output. The second key, named `logcount_predictions``, +is associated with a value of shape (N, 1), representing logcount predictions. To transform these +predictions into per-base signals, utilize the provided pseudo code lines mentioned below. + +```python +import numpy as np +def softmax(x, temp=1): + norm_x = x - np.mean(x,axis=1, keepdims=True) + return np.exp(temp*norm_x)/np.sum(np.exp(temp*norm_x), axis=1, keepdims=True) + +predictions = softmax(outputs["logits_profile_predictions"]) * (np.exp(outputs["logcount_predictions"])-1) +``` + +## Docker image to load and use the models +- https://hub.docker.com/r/kundajelab/chrombpnet-atlas/ (tag:v1) + +## Code for ChromBPNet +- https://github.com/kundajelab/chrombpnet/ + +# License & citation +External data users may freely download, analyze and publish results based on any ENCODE data without restrictions. + +Released under the [ENCODE data-use policy](https://www.encodeproject.org/about/data-use-policy/). Please cite the ENCODE Project Consortium and the model software: [ChromBPNet](https://github.com/kundajelab/chrombpnet) (Pampari et al., bioRxiv 2024). \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.args.json b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.args.json new file mode 100644 index 0000000000000000000000000000000000000000..089fd7d9679aeddfb938808cbef7fc8346910e9b --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.args.json @@ -0,0 +1,23 @@ +{ + "genome": "reference/hg38.genome.fa", + "bigwig": "data/ENCSR541PUY.bigWig", + "peaks": "chrombppnet_model_encsr283tme_bias//filtered.peaks.bed", + "nonpeaks": "chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed", + "output_prefix": "chrombppnet_model_encsr283tme_bias//chrombpnet", + "chr_fold_path": "splits/fold_0.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/scratch/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..6d4d137b55eac149f640694953307be03b7e945d --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.batch_loss.tsv @@ -0,0 +1,41566 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss 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None None +0 1795 1.3183014392852783 381.4788818359375 372.90972900390625 None None None +0 1796 1.3179792165756226 381.49249267578125 372.9254455566406 None None None +0 1797 1.317555546760559 381.471435546875 372.9071350097656 None None None +0 1798 1.3172169923782349 381.4391174316406 372.8769836425781 None None None +0 1799 1.3168174028396606 381.4035949707031 372.8440856933594 None None None +0 1800 1.316585898399353 381.43603515625 372.8780212402344 None None None +0 1801 1.3160529136657715 381.3936462402344 372.8390808105469 None None None +0 1802 1.315647840499878 381.4064636230469 372.8545227050781 None None None +0 1803 1.3153897523880005 381.41290283203125 372.86260986328125 None None None +0 1804 1.3149614334106445 381.4542541503906 372.90679931640625 None None None +0 1805 1.3145631551742554 381.4176940917969 372.872802734375 None None None +0 1806 1.3140835762023926 381.43096923828125 372.8891906738281 None None None +0 1807 1.3137381076812744 381.43072509765625 372.8912048339844 None None None +0 1808 1.3133444786071777 381.41656494140625 372.8796081542969 None None None +0 1809 1.3129525184631348 381.3966369628906 372.86224365234375 None None None +0 1810 1.3124442100524902 381.3594970703125 372.8283996582031 None None None +0 1811 1.3123130798339844 381.41436767578125 372.88409423828125 None None None +0 1812 1.3120583295822144 381.429931640625 372.90130615234375 None None None +0 1813 1.3116122484207153 381.3867492675781 372.8609924316406 None None None +0 1814 1.3110973834991455 381.3510437011719 372.82867431640625 None None None +0 1815 1.3107573986053467 381.3381652832031 372.8179931640625 None None None +0 1816 1.3102906942367554 381.3045654296875 372.78741455078125 None None None +0 1817 1.3098256587982178 381.3011474609375 372.78704833984375 None None None +0 1818 1.309482455253601 381.3105773925781 372.7987365722656 None None None +0 1819 1.3091247081756592 381.30804443359375 372.79852294921875 None None None +0 1820 1.3087040185928345 381.26861572265625 372.7618408203125 None None None +0 1821 1.3082488775253296 381.2261047363281 372.7222595214844 None None None +0 1822 1.3078981637954712 381.216552734375 372.71502685546875 None None None +0 1823 1.3073724508285522 381.1632080078125 372.66510009765625 None None None +0 1824 1.3069536685943604 381.1357116699219 372.6403503417969 None None None +0 1825 1.3064780235290527 381.0911865234375 372.5989074707031 None None None +0 1826 1.3062589168548584 381.0804443359375 372.58953857421875 None None None +0 1827 1.3057916164398193 381.102783203125 372.61492919921875 None None None +0 1828 1.3054347038269043 381.0798645019531 372.5943298339844 None None None +0 1829 1.3050366640090942 381.0889587402344 372.6059875488281 None None None +0 1830 1.3046479225158691 381.09088134765625 372.6104736328125 None None None +0 1831 1.304198980331421 381.043212890625 372.5657653808594 None None None +0 1832 1.303735375404358 381.0186462402344 372.5441589355469 None None None +0 1833 1.3034214973449707 381.021240234375 372.54876708984375 None None None +0 1834 1.3031604290008545 381.0151672363281 372.54443359375 None None None +0 1835 1.302700161933899 380.99017333984375 372.5224304199219 None None None +0 1836 1.3023942708969116 380.9608154296875 372.49505615234375 None None None +0 1837 1.3019410371780396 380.92218017578125 372.4593505859375 None None None +0 1838 1.3014932870864868 380.9154357910156 372.45556640625 None None None +0 1839 1.301058292388916 380.88079833984375 372.42376708984375 None None None +0 1840 1.3006995916366577 380.8343811035156 372.379638671875 None None None +0 1841 1.3003321886062622 380.81695556640625 372.3646240234375 None None None +0 1842 1.3000311851501465 380.81646728515625 372.3661193847656 None None None +0 1843 1.2998124361038208 380.8067321777344 372.3578186035156 None None None +0 1844 1.2993531227111816 380.7828369140625 372.33685302734375 None None None +0 1845 1.2989625930786133 380.77020263671875 372.3267822265625 None None None +0 1846 1.2985148429870605 380.7444152832031 372.30389404296875 None None None +0 1847 1.297979712486267 380.69171142578125 372.2546691894531 None None None +0 1848 1.2977155447006226 380.7293395996094 372.29400634765625 None None None +0 1849 1.2973132133483887 380.70721435546875 372.2745361328125 None None None +0 1850 1.2968722581863403 380.6990661621094 372.2692565917969 None None None +0 1851 1.2965348958969116 380.6998291015625 372.272216796875 None None None +0 1852 1.296115756034851 380.6916198730469 372.2667236328125 None None None +0 1853 1.2958067655563354 380.76214599609375 372.3392333984375 None None None +0 1854 1.2953858375549316 380.7515563964844 372.33135986328125 None None None +0 1855 1.294941782951355 380.79791259765625 372.380615234375 None None None +0 1856 1.294478416442871 380.7546081542969 372.34033203125 None None None +0 1857 1.2939943075180054 380.739501953125 372.328369140625 None None None +0 1858 1.2937341928482056 380.80615234375 372.396728515625 None None None +0 1859 1.2933052778244019 380.78875732421875 372.382080078125 None None None +0 1860 1.2929929494857788 380.7637634277344 372.359130859375 None None None +0 1861 1.2925747632980347 380.7710266113281 372.36907958984375 None None None +0 1862 1.2922890186309814 380.7969970703125 372.3969421386719 None None None +0 1863 1.2918667793273926 380.7861633300781 372.3888244628906 None None None +0 1864 1.2914358377456665 380.7872619628906 372.3927307128906 None None None +0 1865 1.2911601066589355 380.820068359375 372.4273376464844 None None None +0 1866 1.290680170059204 380.7657165527344 372.3760986328125 None None None +0 1867 1.2902345657348633 380.7587585449219 372.37200927734375 None None None +0 1868 1.2899653911590576 380.8153991699219 372.4303894042969 None None None +0 1869 1.2896775007247925 380.845947265625 372.46282958984375 None None None +0 1870 1.2894995212554932 380.865966796875 372.4839782714844 None None None +0 1871 1.2891080379486084 380.86688232421875 372.4874267578125 None None None +0 1872 1.2891149520874023 380.8714904785156 372.4919738769531 None None None +0 1873 1.2886987924575806 380.824462890625 372.4476623535156 None None None +0 1874 1.2882213592529297 380.7695617675781 372.3958740234375 None None None +0 1875 1.2877906560897827 380.7107238769531 372.33984375 None None None +0 1876 1.287611484527588 380.72332763671875 372.35357666015625 None None None +0 1877 1.2875217199325562 380.74652099609375 372.37738037109375 None None None +0 1878 1.2872000932693481 380.71099853515625 372.3439636230469 None None None +0 1879 1.2869216203689575 380.7225646972656 372.3573303222656 None None None +0 1880 1.2865355014801025 380.725341796875 372.3626403808594 None None None +0 1881 1.286189079284668 380.7369384765625 372.3764953613281 None None None +0 1882 1.2859461307525635 380.7598876953125 372.4010314941406 None None None +0 1883 1.2856444120407104 380.74639892578125 372.3894958496094 None None None +0 1884 1.2854965925216675 380.72320556640625 372.36724853515625 None None None +0 1885 1.2852554321289062 380.69464111328125 372.34027099609375 None None None +0 1886 1.2848730087280273 380.7076416015625 372.35577392578125 None None None +0 1887 1.2844499349594116 380.6723327636719 372.3232421875 None None None +0 1888 1.2842074632644653 380.67864990234375 372.33111572265625 None None None +0 1889 1.284096360206604 380.7295837402344 372.3828125 None None None +0 1890 1.2839330434799194 380.7537536621094 372.4080505371094 None None None +0 1891 1.2838891744613647 380.7974853515625 372.45208740234375 None None None +0 1892 1.2836346626281738 380.78094482421875 372.43719482421875 None None None +0 1893 1.2833532094955444 380.784912109375 372.4429931640625 None None None +0 1894 1.2829328775405884 380.7721862792969 372.4330139160156 None None None +0 1895 1.2825812101364136 380.7721862792969 372.435302734375 None None None +0 1896 1.2821928262710571 380.78045654296875 372.4460754394531 None None None +0 1897 1.281922698020935 380.7761535644531 372.44354248046875 None None None +0 1898 1.2819068431854248 380.7978515625 372.4653625488281 None None None +0 1899 1.2815098762512207 380.77703857421875 372.4471130371094 None None None +0 1900 1.281116247177124 380.7522888183594 372.4249572753906 None None None +0 1901 1.280832290649414 380.75445556640625 372.428955078125 None None None +0 1902 1.2806196212768555 380.7709655761719 372.4468078613281 None None None +0 1903 1.2802238464355469 380.7391052246094 372.4175109863281 None None None +0 1904 1.2800827026367188 380.7729797363281 372.4523010253906 None None None +0 1905 1.2796489000320435 380.7210693359375 372.4032287597656 None None None +0 1906 1.27931547164917 380.7041015625 372.388427734375 None None None +0 1907 1.2789738178253174 380.6962890625 372.3828430175781 None None None +0 1908 1.2786059379577637 380.7009582519531 372.389892578125 None None None +0 1909 1.2781338691711426 380.686279296875 372.3782653808594 None None None +0 1910 1.27786386013031 380.7292175292969 372.4229431152344 None None None +0 1911 1.277564525604248 380.7276916503906 372.4233703613281 None None None +0 1912 1.2772338390350342 380.718994140625 372.41680908203125 None None None +0 1913 1.276820421218872 380.6825256347656 372.38299560546875 None None None +0 1914 1.2764164209365845 380.6685791015625 372.3716735839844 None None None +0 1915 1.2759355306625366 380.6223449707031 372.32855224609375 None None None +0 1916 1.2755275964736938 380.6232604980469 372.3321533203125 None None None +0 1917 1.2750589847564697 380.6199035644531 372.3318176269531 None None None +0 1918 1.274660348892212 380.58392333984375 372.2983703613281 None None None +0 1919 1.2743653059005737 380.5855712890625 372.3019714355469 None None None +0 1920 1.2739020586013794 380.53765869140625 372.2570495605469 None None None +0 1921 1.2736364603042603 380.5469665527344 372.2680969238281 None None None +0 1922 1.2733983993530273 380.5849609375 372.3076477050781 None None None +0 1923 1.2730132341384888 380.573974609375 372.29913330078125 None None None +0 1924 1.2728272676467896 380.60089111328125 372.3272705078125 None None None +0 1925 1.2724655866622925 380.5946960449219 372.32342529296875 None None None +0 1926 1.2722162008285522 380.5746765136719 372.30499267578125 None None None +0 1927 1.2718472480773926 380.5520935058594 372.2847900390625 None None None +0 1928 1.2715256214141846 380.5385437011719 372.2732849121094 None None None +0 1929 1.271163821220398 380.5162658691406 372.25335693359375 None None None +0 1930 1.2707545757293701 380.5087890625 372.2485656738281 None None None +0 1931 1.2704039812088013 380.4967041015625 372.2387390136719 None None None +0 1932 1.2701756954193115 380.508544921875 372.2520751953125 None None None +0 1933 1.2699259519577026 380.4969787597656 372.2421569824219 None None None +0 1934 1.269580364227295 380.4458923339844 372.1932678222656 None None None +0 1935 1.2692837715148926 380.41168212890625 372.1610107421875 None None None +0 1936 1.268852949142456 380.363525390625 372.11566162109375 None None None +0 1937 1.2684893608093262 380.3368225097656 372.0913391113281 None None None +0 1938 1.2680805921554565 380.3301696777344 372.0873718261719 None None None +0 1939 1.2677854299545288 380.3526306152344 372.11175537109375 None None None +0 1940 1.2673923969268799 380.35845947265625 372.1201477050781 None None None +0 1941 1.2669965028762817 380.3244934082031 372.0887145996094 None None None +0 1942 1.2666963338851929 380.2915954589844 372.05780029296875 None None None +0 1943 1.266477108001709 380.25714111328125 372.0247497558594 None None None +0 1944 1.2662898302078247 380.2843933105469 372.05322265625 None None None +0 1945 1.2659071683883667 380.27239990234375 372.043701171875 None None None +0 1946 1.2655209302902222 380.2593994140625 372.033203125 None None None +0 1947 1.2651150226593018 380.2590026855469 372.03546142578125 None None None +0 1948 1.264823317527771 380.2535705566406 372.03192138671875 None None None +0 1949 1.2645554542541504 380.2528076171875 372.0329284667969 None None None +0 1950 1.2641459703445435 380.219482421875 372.0022277832031 None None None +0 1951 1.2636693716049194 380.1711120605469 371.9570007324219 None None None +0 1952 1.2633447647094727 380.1650085449219 371.9529724121094 None None None +0 1953 1.263031005859375 380.1490173339844 371.9390563964844 None None None +0 1954 1.2627989053726196 380.1929626464844 371.9844665527344 None None None +0 1955 1.262503981590271 380.20623779296875 371.99969482421875 None None None +0 1956 1.2622350454330444 380.1988525390625 371.9940490722656 None None None +0 1957 1.2619601488113403 380.18463134765625 371.98162841796875 None None None +0 1958 1.2617460489273071 380.2143859863281 372.01275634765625 None None None +0 1959 1.2613513469696045 380.1737365722656 371.97467041015625 None None None +0 1960 1.261201024055481 380.151611328125 371.9535217285156 None None None +0 1961 1.2609344720840454 380.1461486816406 371.9498291015625 None None None +0 1962 1.2607128620147705 380.1109619140625 371.9160461425781 None None None +0 1963 1.2603850364685059 380.0693054199219 371.87652587890625 None None None +0 1964 1.2600643634796143 380.0673522949219 371.87664794921875 None None None +0 1965 1.2597776651382446 380.05364990234375 371.8648376464844 None None None +0 1966 1.2594611644744873 380.0240783691406 371.83734130859375 None None None +0 1967 1.259156584739685 380.01739501953125 371.8326721191406 None None None +0 1968 1.2589963674545288 380.00811767578125 371.8244323730469 None None None +0 1969 1.2587257623672485 379.9914855957031 371.8095397949219 None None None +0 1970 1.2584378719329834 379.9916687011719 371.8115539550781 None None None +0 1971 1.2581701278686523 379.9858703613281 371.8074951171875 None None None +0 1972 1.2579494714736938 379.9848937988281 371.8079833984375 None None None +0 1973 1.25765860080719 379.9618835449219 371.7868347167969 None None None +0 1974 1.2572641372680664 379.99676513671875 371.82427978515625 None None None +0 1975 1.2570335865020752 379.99639892578125 371.825439453125 None None None +0 1976 1.2567394971847534 379.9393005371094 371.7702331542969 None None None +0 1977 1.2565197944641113 379.938720703125 371.7710876464844 None None None +0 1978 1.256286859512329 379.9188232421875 371.7527160644531 None None None +0 1979 1.2560209035873413 379.90216064453125 371.73779296875 None None None +0 1980 1.2556942701339722 379.9160461425781 371.7538146972656 None None None +0 1981 1.255350112915039 379.897216796875 371.7372131347656 None None None +0 1982 1.2549232244491577 379.864990234375 371.7077941894531 None None None +0 1983 1.2545360326766968 379.8687744140625 371.7140808105469 None None None +0 1984 1.2540696859359741 379.7892150878906 371.6375732421875 None None None +0 1985 1.2536706924438477 379.78717041015625 371.63812255859375 None None None +0 1986 1.253352403640747 379.7672424316406 371.6202697753906 None None None +0 1987 1.2531627416610718 379.7925109863281 371.6467590332031 None None None +0 1988 1.2527328729629517 379.74041748046875 371.59747314453125 None None None +0 1989 1.2524410486221313 379.7498474121094 371.6087951660156 None None None +0 1990 1.2520612478256226 379.7159118652344 371.57733154296875 None None None +0 1991 1.2518930435180664 379.76483154296875 371.62738037109375 None None None +0 1992 1.2516065835952759 379.76422119140625 371.6286315917969 None None None +0 1993 1.2512308359146118 379.78546142578125 371.65234375 None None None +0 1994 1.2508481740951538 379.7508544921875 371.6202087402344 None None None +0 1995 1.2504682540893555 379.7425537109375 371.6143493652344 None None None +0 1996 1.2502332925796509 379.7726745605469 371.64599609375 None None None +0 1997 1.2499432563781738 379.76007080078125 371.6352844238281 None None None +0 1998 1.2496696710586548 379.74249267578125 371.6195068359375 None 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353.4020080566406 None None None +1 1933 0.5276879072189331 356.8143615722656 353.3848571777344 None None None +1 1934 0.5277209877967834 356.806640625 353.37689208984375 None None None +1 1935 0.527694821357727 356.8019714355469 353.3724060058594 None None None +1 1936 0.5277081727981567 356.8071594238281 353.3774719238281 None None None +1 1937 0.5277047157287598 356.7925720214844 353.3628845214844 None None None +1 1938 0.5277332067489624 356.76544189453125 353.3355712890625 None None None +1 1939 0.5277419090270996 356.7664489746094 353.3365478515625 None None None +1 1940 0.5277249217033386 356.7392272949219 353.3094482421875 None None None +1 1941 0.5277320146560669 356.7657165527344 353.33587646484375 None None None +1 1942 0.527587354183197 356.7389831542969 353.3100891113281 None None None +1 1943 0.527583122253418 356.7113342285156 353.282470703125 None None None +1 1944 0.5275959968566895 356.6993408203125 353.2703857421875 None None None +1 1945 0.5275291204452515 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353.3603515625 None None None +1 1984 0.5271458625793457 356.8023681640625 353.3763732910156 None None None +1 1985 0.5270588994026184 356.8043212890625 353.37890625 None None None +1 1986 0.5269120335578918 356.7573547363281 353.3328552246094 None None None +1 1987 0.5268712043762207 356.74713134765625 353.3228759765625 None None None +1 1988 0.526763916015625 356.7305603027344 353.3070373535156 None None None +1 1989 0.526796281337738 356.76177978515625 353.3380126953125 None None None +1 1990 0.5266478657722473 356.777587890625 353.35479736328125 None None None +1 1991 0.5267387628555298 356.79156494140625 353.36822509765625 None None None +1 1992 0.5266761183738708 356.8109436035156 353.38800048828125 None None None +1 1993 0.5266786217689514 356.80645751953125 353.38348388671875 None None None +1 1994 0.5265637040138245 356.7791748046875 353.35693359375 None None None +1 1995 0.5264585018157959 356.7613525390625 353.3398132324219 None None None +1 1996 0.5267250537872314 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0.5269034504890442 356.60675048828125 353.1822814941406 None None None +1 2010 0.5268893837928772 356.57098388671875 353.1466369628906 None None None +1 2011 0.5269436836242676 356.5700988769531 353.1453857421875 None None None +1 2012 0.5269370079040527 356.56170654296875 353.13702392578125 None None None +1 2013 0.526927649974823 356.573974609375 353.1493225097656 None None None +1 2014 0.5268656611442566 356.5343017578125 353.1100769042969 None None None +1 2015 0.5268009901046753 356.48516845703125 353.06134033203125 None None None +1 2016 0.5267221927642822 356.48150634765625 353.05816650390625 None None None +1 2017 0.526637613773346 356.4700622558594 353.04730224609375 None None None +1 2018 0.5266804695129395 356.47998046875 353.05694580078125 None None None +1 2019 0.5267579555511475 356.5572204589844 353.1336669921875 None None None +1 2020 0.5267906785011292 356.5601501464844 353.13641357421875 None None None +1 2021 0.5267869234085083 356.5445556640625 353.1208190917969 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350.240234375 347.13372802734375 None None None +2 1943 0.47790801525115967 350.21563720703125 347.10931396484375 None None None +2 1944 0.4778901934623718 350.2269287109375 347.1207275390625 None None None +2 1945 0.47785961627960205 350.27130126953125 347.1653137207031 None None None +2 1946 0.47775745391845703 350.2843322753906 347.17901611328125 None None None +2 1947 0.47783565521240234 350.2503967285156 347.14459228515625 None None None +2 1948 0.4777888059616089 350.2665710449219 347.16107177734375 None None None +2 1949 0.4778309464454651 350.30902099609375 347.2032775878906 None None None +2 1950 0.47777801752090454 350.28765869140625 347.1822204589844 None None None +2 1951 0.4777175486087799 350.3055114746094 347.20050048828125 None None None +2 1952 0.4777769148349762 350.3310546875 347.22564697265625 None None None +2 1953 0.47772786021232605 350.3245849609375 347.2195129394531 None None None +2 1954 0.47762155532836914 350.3233642578125 347.218994140625 None None None +2 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340.1728515625 337.5705261230469 None None None +5 1822 0.40038758516311646 340.1920166015625 337.5899658203125 None None None +5 1823 0.4004194736480713 340.1770324707031 337.57476806640625 None None None +5 1824 0.400350958108902 340.1815185546875 337.5797119140625 None None None +5 1825 0.4003569483757019 340.1866149902344 337.5847473144531 None None None +5 1826 0.4003618359565735 340.15875244140625 337.55682373046875 None None None +5 1827 0.4003750681877136 340.16339111328125 337.5614013671875 None None None +5 1828 0.4003894329071045 340.17047119140625 337.568359375 None None None +5 1829 0.40038907527923584 340.19287109375 337.5907897949219 None None None +5 1830 0.40040308237075806 340.19073486328125 337.58856201171875 None None None +5 1831 0.40053895115852356 340.2209777832031 337.6179504394531 None None None +5 1832 0.4005875885486603 340.2270812988281 337.62371826171875 None None None +5 1833 0.40064099431037903 340.2109375 337.60723876953125 None None None +5 1834 0.4006813168525696 340.2052001953125 337.6011962890625 None None None +5 1835 0.40080878138542175 340.21319580078125 337.6083679199219 None None None +5 1836 0.40081238746643066 340.20947265625 337.6046142578125 None None None +5 1837 0.40072908997535706 340.2099304199219 337.6056213378906 None None None +5 1838 0.4007251262664795 340.1921691894531 337.587890625 None None None +5 1839 0.40079009532928467 340.2303161621094 337.6256103515625 None None None +5 1840 0.4008539021015167 340.2388000488281 337.6336364746094 None None None +5 1841 0.40092310309410095 340.2834167480469 337.6778259277344 None None None +5 1842 0.4009900987148285 340.3241271972656 337.71807861328125 None None None +5 1843 0.40102291107177734 340.3431396484375 337.73687744140625 None None None +5 1844 0.4011859893798828 340.358154296875 337.7508239746094 None None None +5 1845 0.40127602219581604 340.3966369628906 337.7887268066406 None None None +5 1846 0.4012894928455353 340.3997497558594 337.791748046875 None 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340.3817443847656 337.7744140625 None None None +5 1860 0.4011753499507904 340.4267272949219 337.8194580078125 None None None +5 1861 0.4011974334716797 340.40399169921875 337.7966003417969 None None None +5 1862 0.40126335620880127 340.40093994140625 337.7930603027344 None None None +5 1863 0.40134286880493164 340.4212341308594 337.8128662109375 None None None +5 1864 0.4013778865337372 340.46844482421875 337.85986328125 None None None +5 1865 0.4013342559337616 340.4615478515625 337.8532409667969 None None None +5 1866 0.4014047682285309 340.480224609375 337.8714904785156 None None None +5 1867 0.40153875946998596 340.4982604980469 337.8886413574219 None None None +5 1868 0.40148359537124634 340.4921875 337.8829345703125 None None None +5 1869 0.40143024921417236 340.51019287109375 337.9012756347656 None None None +5 1870 0.40148165822029114 340.51214599609375 337.9029235839844 None None None +5 1871 0.4016183912754059 340.48492431640625 337.8747863769531 None None None +5 1872 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+5 1885 0.40212881565093994 340.6706848144531 338.0570983886719 None None None +5 1886 0.4021119773387909 340.6368103027344 338.0233459472656 None None None +5 1887 0.4020737409591675 340.6782531738281 338.06500244140625 None None None +5 1888 0.4021203815937042 340.6935729980469 338.0800476074219 None None None +5 1889 0.4021454453468323 340.6754455566406 338.061767578125 None None None +5 1890 0.4021233022212982 340.65411376953125 338.0406188964844 None None None +5 1891 0.402047336101532 340.6540832519531 338.0410461425781 None None None +5 1892 0.402077853679657 340.6560974121094 338.0428771972656 None None None +5 1893 0.4021206200122833 340.68658447265625 338.0730895996094 None None None +5 1894 0.4020736515522003 340.6585998535156 338.0454406738281 None None None +5 1895 0.40213578939437866 340.70819091796875 338.0946044921875 None None None +5 1896 0.40204617381095886 340.6910400390625 338.07806396484375 None None None +5 1897 0.4019862413406372 340.69219970703125 338.07958984375 None None None +5 1898 0.4019843339920044 340.7371520996094 338.12457275390625 None None None +5 1899 0.40195876359939575 340.75042724609375 338.13800048828125 None None None +5 1900 0.40193215012550354 340.7807312011719 338.1684875488281 None None None +5 1901 0.4018607437610626 340.7834167480469 338.171630859375 None None None +5 1902 0.4018651247024536 340.82550048828125 338.2136535644531 None None None +5 1903 0.40181484818458557 340.8748474121094 338.2633361816406 None None None +5 1904 0.40182000398635864 340.8654479980469 338.2538757324219 None None None +5 1905 0.40185052156448364 340.89501953125 338.28326416015625 None None None +5 1906 0.4018732011318207 340.9096984863281 338.2978210449219 None None None +5 1907 0.40188124775886536 340.92376708984375 338.31182861328125 None None None +5 1908 0.40188315510749817 340.9153137207031 338.3033752441406 None None None +5 1909 0.40198996663093567 340.9280700683594 338.3154296875 None None None +5 1910 0.4020693004131317 340.92547607421875 338.3123474121094 None None None +5 1911 0.4019610583782196 340.89288330078125 338.2804260253906 None None None +5 1912 0.40190497040748596 340.877685546875 338.2655944824219 None None None +5 1913 0.401862770318985 340.86907958984375 338.25726318359375 None None None +5 1914 0.4018353819847107 340.8370361328125 338.22540283203125 None None None +5 1915 0.40183407068252563 340.8270263671875 338.2154235839844 None None None +5 1916 0.4018348753452301 340.8333435058594 338.22174072265625 None None None +5 1917 0.40196338295936584 340.835205078125 338.2227783203125 None None None +5 1918 0.40189501643180847 340.826416015625 338.2144470214844 None None None +5 1919 0.40199872851371765 340.8921813964844 338.2795104980469 None None None +5 1920 0.4019600749015808 340.9274597167969 338.3150329589844 None None None +5 1921 0.40204668045043945 340.9538879394531 338.3409118652344 None None None +5 1922 0.402031272649765 340.9730529785156 338.3601989746094 None None None +5 1923 0.4020194411277771 340.994140625 338.3813781738281 None None None +5 1924 0.40205276012420654 341.0460205078125 338.4330139160156 None None None +5 1925 0.40204209089279175 341.0386962890625 338.4257507324219 None None None +5 1926 0.402086079120636 341.109130859375 338.49591064453125 None None None +5 1927 0.4021233022212982 341.1204528808594 338.50701904296875 None None None +5 1928 0.40209782123565674 341.11224365234375 338.49896240234375 None None None +5 1929 0.40204599499702454 341.0780029296875 338.46502685546875 None None None +5 1930 0.4021074175834656 341.0610046386719 338.4476623535156 None None None +5 1931 0.40214741230010986 341.05926513671875 338.4456787109375 None None None +5 1932 0.4021156132221222 341.0285949707031 338.41522216796875 None None None +5 1933 0.40211057662963867 341.0093688964844 338.39605712890625 None None None +5 1934 0.4020719826221466 340.9721984863281 338.3591613769531 None None None +5 1935 0.40208306908607483 340.97607421875 338.3629455566406 None None None +5 1936 0.40207594633102417 340.9613952636719 338.34832763671875 None None None +5 1937 0.40203991532325745 340.9386291503906 338.3258056640625 None None None +5 1938 0.40206652879714966 340.94439697265625 338.3314208984375 None None None +5 1939 0.40202903747558594 340.96533203125 338.3525695800781 None None None +5 1940 0.4020020663738251 340.9393615722656 338.32684326171875 None None None +5 1941 0.40202462673187256 340.93341064453125 338.32073974609375 None None None +5 1942 0.4021121561527252 340.9430236816406 338.3297424316406 None None None +5 1943 0.4021511375904083 340.9462890625 338.332763671875 None None None +5 1944 0.40209078788757324 340.94415283203125 338.3310241699219 None None None +5 1945 0.40214410424232483 340.9942626953125 338.38079833984375 None None None +5 1946 0.40218839049339294 341.0086669921875 338.3949279785156 None None None +5 1947 0.40213248133659363 340.9999084472656 338.38653564453125 None None None +5 1948 0.40213605761528015 340.9883117675781 338.37493896484375 None None None +5 1949 0.40224283933639526 340.980224609375 338.36614990234375 None None None +5 1950 0.4022362232208252 340.95538330078125 338.3414001464844 None None None +5 1951 0.4022413194179535 340.953369140625 338.3393249511719 None None None +5 1952 0.4022230803966522 340.9425964355469 338.3287048339844 None None None +5 1953 0.402224063873291 340.92388916015625 338.3099670410156 None None None +5 1954 0.4022310972213745 340.9115295410156 338.297607421875 None None None +5 1955 0.4022142291069031 340.9097900390625 338.29595947265625 None None None +5 1956 0.40224286913871765 340.89794921875 338.2839660644531 None None None +5 1957 0.40230289101600647 340.868408203125 338.2540283203125 None None None +5 1958 0.40227505564689636 340.8609924316406 338.2467956542969 None None None +5 1959 0.40230053663253784 340.8692932128906 338.2549133300781 None None None +5 1960 0.4022143483161926 340.85076904296875 338.2369689941406 None None None +5 1961 0.4022465944290161 340.8695068359375 338.2555236816406 None None None +5 1962 0.40222564339637756 340.87261962890625 338.2587585449219 None None None +5 1963 0.40225157141685486 340.8861999511719 338.2721862792969 None None None +5 1964 0.4022650122642517 340.9207763671875 338.3066711425781 None None None +5 1965 0.4023980498313904 340.91693115234375 338.3019714355469 None None None +5 1966 0.402349054813385 340.9053039550781 338.2906494140625 None None None +5 1967 0.40232694149017334 340.91192626953125 338.2974548339844 None None None +5 1968 0.4023746848106384 340.9385681152344 338.3237609863281 None None None +5 1969 0.40235936641693115 340.9172668457031 338.30255126953125 None None None +5 1970 0.4024912416934967 340.94940185546875 338.3338317871094 None None None +5 1971 0.40241527557373047 340.9194030761719 338.3043212890625 None None None +5 1972 0.40239691734313965 340.9173278808594 338.3023376464844 None None None +5 1973 0.40239912271499634 340.927001953125 338.3119812011719 None None None +5 1974 0.4024523198604584 340.9515380859375 338.336181640625 None None None +5 1975 0.402383029460907 340.94879150390625 338.3338928222656 None None None +5 1976 0.40235769748687744 340.9299011230469 338.31512451171875 None None None +5 1977 0.4023682475090027 340.90850830078125 338.2936706542969 None None None +5 1978 0.40249648690223694 340.899169921875 338.2834777832031 None None None +5 1979 0.40250638127326965 340.8819580078125 338.2662048339844 None None None +5 1980 0.40248435735702515 340.8710021972656 338.25537109375 None None None +5 1981 0.4024902880191803 340.8392333984375 338.2235412597656 None None None +5 1982 0.4024878442287445 340.85577392578125 338.2400817871094 None None None +5 1983 0.40262076258659363 340.9329833984375 338.3164367675781 None None None +5 1984 0.40260979533195496 340.9754333496094 338.35894775390625 None None None +5 1985 0.40258219838142395 340.99786376953125 338.3815612792969 None None None +5 1986 0.4025668501853943 340.9929504394531 338.3767395019531 None None None +5 1987 0.4026360809803009 341.03338623046875 338.416748046875 None None None +5 1988 0.4026367664337158 341.05029296875 338.4336242675781 None None None +5 1989 0.40268245339393616 341.05535888671875 338.43841552734375 None None None +5 1990 0.402753621339798 341.0292053222656 338.41180419921875 None None None +5 1991 0.40274783968925476 341.0499572753906 338.4325866699219 None None None +5 1992 0.4027473032474518 341.0783996582031 338.4610595703125 None None None +5 1993 0.40277576446533203 341.08892822265625 338.4714050292969 None None None +5 1994 0.402701199054718 341.0853576660156 338.4682922363281 None None None +5 1995 0.4027048945426941 341.1295471191406 338.512451171875 None None None +5 1996 0.40273135900497437 341.1409912109375 338.5237121582031 None None None +5 1997 0.40273040533065796 341.134765625 338.5174560546875 None None None +5 1998 0.4027031362056732 341.1280822753906 338.510986328125 None None None +5 1999 0.40274474024772644 341.127197265625 338.5098571777344 None None None +5 2000 0.40275901556015015 341.1101989746094 338.4927673339844 None None None +5 2001 0.4027838408946991 341.1036682128906 338.4860534667969 None None None +5 2002 0.4027239978313446 341.1171569824219 338.49993896484375 None None None +5 2003 0.40274059772491455 341.1344299316406 338.5171203613281 None None None +5 2004 0.4027685225009918 341.1202697753906 338.5027770996094 None None None +5 2005 0.40272626280784607 341.13165283203125 338.514404296875 None None None +5 2006 0.4027012586593628 341.170654296875 338.5535583496094 None None None +5 2007 0.40266409516334534 341.1614685058594 338.54461669921875 None None None +5 2008 0.40261414647102356 341.1513671875 338.53485107421875 None None None +5 2009 0.40256109833717346 341.1503601074219 338.5341796875 None None None +5 2010 0.40248924493789673 341.1666564941406 338.55096435546875 None None None +5 2011 0.4024658501148224 341.1440734863281 338.5285339355469 None None None +5 2012 0.4024188816547394 341.1541748046875 338.5389404296875 None None None +5 2013 0.4024350941181183 341.19281005859375 338.5774841308594 None None None +5 2014 0.40238168835639954 341.1546630859375 338.5396728515625 None None None +5 2015 0.4023144841194153 341.1477355957031 338.533203125 None None None +5 2016 0.40232282876968384 341.19415283203125 338.57952880859375 None None None +5 2017 0.40229684114456177 341.19732666015625 338.5829162597656 None None None +5 2018 0.4023124873638153 341.1708679199219 338.5563659667969 None None None +5 2019 0.4023228585720062 341.1311950683594 338.5166015625 None None None +5 2020 0.40232914686203003 341.13885498046875 338.52423095703125 None None None +5 2021 0.40227198600769043 341.11138916015625 338.49713134765625 None None None +5 2022 0.40229254961013794 341.0899658203125 338.4755554199219 None None None +5 2023 0.40227991342544556 341.085693359375 338.4713439941406 None None None +5 2024 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339.11566162109375 336.593505859375 None None None +6 1915 0.3881989121437073 339.1507873535156 336.627685546875 None None None +6 1916 0.38821521401405334 339.1730041503906 336.6497802734375 None None None +6 1917 0.3882014751434326 339.1854553222656 336.6623229980469 None None None +6 1918 0.3881799280643463 339.18731689453125 336.664306640625 None None None +6 1919 0.38807207345962524 339.2113952636719 336.6891174316406 None None None +6 1920 0.3880842626094818 339.1995544433594 336.67718505859375 None None None +6 1921 0.388179749250412 339.2316589355469 336.7086486816406 None None None +6 1922 0.38814061880111694 339.2222900390625 336.6994934082031 None None None +6 1923 0.3880831301212311 339.20855712890625 336.6861572265625 None None None +6 1924 0.38805070519447327 339.17694091796875 336.6547546386719 None None None +6 1925 0.3880728483200073 339.1743469238281 336.6520080566406 None None None +6 1926 0.3880968391895294 339.1661682128906 336.6436767578125 None None None +6 1927 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None None +6 1940 0.3883277177810669 339.1380310058594 336.6141052246094 None None None +6 1941 0.38841626048088074 339.14788818359375 336.6234130859375 None None None +6 1942 0.38847091794013977 339.15069580078125 336.6258544921875 None None None +6 1943 0.38844218850135803 339.1607971191406 336.6361999511719 None None None +6 1944 0.3884265720844269 339.1570129394531 336.63250732421875 None None None +6 1945 0.38834628462791443 339.1447448730469 336.6207580566406 None None None +6 1946 0.38835960626602173 339.16986083984375 336.64581298828125 None None None +6 1947 0.3883023262023926 339.1857604980469 336.66204833984375 None None None +6 1948 0.3882991671562195 339.1929626464844 336.6693115234375 None None None +6 1949 0.3882313668727875 339.1706848144531 336.6474609375 None None None +6 1950 0.3882632553577423 339.1304931640625 336.6070861816406 None None None +6 1951 0.3882468640804291 339.12078857421875 336.5974426269531 None None None +6 1952 0.3882957100868225 339.1172180175781 336.5935974121094 None None None +6 1953 0.3882535398006439 339.1163330078125 336.59295654296875 None None None +6 1954 0.3881908655166626 339.129150390625 336.6062316894531 None None None +6 1955 0.38822034001350403 339.1605529785156 336.63739013671875 None None None +6 1956 0.38812220096588135 339.143798828125 336.6212463378906 None None None +6 1957 0.3881665766239166 339.113037109375 336.5902099609375 None None None +6 1958 0.38825300335884094 339.15264892578125 336.6292724609375 None None None +6 1959 0.38820475339889526 339.1381530761719 336.6151123046875 None None None +6 1960 0.3882734179496765 339.1668395996094 336.64337158203125 None None None +6 1961 0.38829371333122253 339.1477966308594 336.6241760253906 None None None +6 1962 0.38830623030662537 339.138916015625 336.6152038574219 None None None +6 1963 0.3884468376636505 339.1470947265625 336.6224365234375 None None None +6 1964 0.3884489834308624 339.13812255859375 336.6134338378906 None None None +6 1965 0.38858020305633545 339.1391296386719 336.6136169433594 None None None +6 1966 0.3885507583618164 339.1305236816406 336.605224609375 None None None +6 1967 0.3885047733783722 339.1233825683594 336.598388671875 None None None +6 1968 0.38858646154403687 339.12628173828125 336.6007385253906 None None None +6 1969 0.388840913772583 339.15673828125 336.6295471191406 None None None +6 1970 0.38887977600097656 339.14501953125 336.6175842285156 None None None +6 1971 0.3889780044555664 339.15509033203125 336.6269836425781 None None None +6 1972 0.38909974694252014 339.1912841796875 336.66241455078125 None None None +6 1973 0.3891006410121918 339.16534423828125 336.6365051269531 None None None +6 1974 0.3891395926475525 339.1624755859375 336.6333923339844 None None None +6 1975 0.3891814351081848 339.1324768066406 336.60308837890625 None None None +6 1976 0.3891853988170624 339.0919494628906 336.56256103515625 None None None +6 1977 0.3891589045524597 339.14141845703125 336.6121826171875 None 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336.6612243652344 None None None +6 1991 0.3891087472438812 339.1930236816406 336.66412353515625 None None None +6 1992 0.3891198933124542 339.1919860839844 336.66302490234375 None None None +6 1993 0.3891567885875702 339.1725158691406 336.643310546875 None None None +6 1994 0.38909482955932617 339.14093017578125 336.61212158203125 None None None +6 1995 0.38905781507492065 339.12677001953125 336.5981750488281 None None None +6 1996 0.3890276253223419 339.1348571777344 336.60650634765625 None None None +6 1997 0.3890739381313324 339.15252685546875 336.6238708496094 None None None +6 1998 0.38906553387641907 339.1125183105469 336.5838928222656 None None None +6 1999 0.3890396058559418 339.1018371582031 336.5733947753906 None None None +6 2000 0.38904812932014465 339.1149597167969 336.58642578125 None None None +6 2001 0.38907259702682495 339.0843200683594 336.55560302734375 None None None +6 2002 0.3890261650085449 339.1123962402344 336.583984375 None None None +6 2003 0.38899949193000793 339.112060546875 336.5838317871094 None None None +6 2004 0.38896602392196655 339.11981201171875 336.5917663574219 None None None +6 2005 0.3889846205711365 339.1407775878906 336.61260986328125 None None None +6 2006 0.38888728618621826 339.10418701171875 336.5766906738281 None None None +6 2007 0.3889015018939972 339.1192321777344 336.59161376953125 None None None +6 2008 0.38886719942092896 339.1480712890625 336.62066650390625 None None None +6 2009 0.38888463377952576 339.13897705078125 336.6114807128906 None None None +6 2010 0.388799786567688 339.1087341308594 336.581787109375 None None None +6 2011 0.38882291316986084 339.1265869140625 336.5994873046875 None None None +6 2012 0.38878849148750305 339.1103515625 336.5834655761719 None None None +6 2013 0.38876473903656006 339.15576171875 336.6290283203125 None None None +6 2014 0.388773113489151 339.1566467285156 336.6298522949219 None None None +6 2015 0.3887568712234497 339.1701354980469 336.6434326171875 None None None +6 2016 0.38882511854171753 339.1585388183594 336.63140869140625 None None None +6 2017 0.3887743353843689 339.15234375 336.6255187988281 None None None +6 2018 0.38875654339790344 339.13848876953125 336.6117858886719 None None None +6 2019 0.3886919915676117 339.1070251464844 336.58074951171875 None None None +6 2020 0.38859593868255615 339.0672607421875 336.54156494140625 None None None +6 2021 0.3885553479194641 339.0556335449219 336.53021240234375 None None None +6 2022 0.3885553479194641 339.0736999511719 336.54827880859375 None None None +6 2023 0.38846781849861145 339.07684326171875 336.5519714355469 None None None +6 2024 0.38846203684806824 339.08380126953125 336.5589599609375 None None None +6 2025 0.38851451873779297 339.0934143066406 336.5682373046875 None None None +6 2026 0.3884725868701935 339.0928649902344 336.5679626464844 None None None +6 2027 0.3884735703468323 339.0868835449219 336.56195068359375 None None None +6 2028 0.3885296583175659 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334.74591064453125 None None None +7 1794 0.37204107642173767 337.16619873046875 334.7474670410156 None None None +7 1795 0.3719818592071533 337.1340026855469 334.7156677246094 None None None +7 1796 0.372066855430603 337.1083679199219 334.6894836425781 None None None +7 1797 0.3720945417881012 337.1136474609375 334.6945495605469 None None None +7 1798 0.3721754252910614 337.1151123046875 334.69549560546875 None None None +7 1799 0.3720959722995758 337.078125 334.6590576171875 None None None +7 1800 0.372206449508667 337.115234375 334.6954345703125 None None None +7 1801 0.37221071124076843 337.1307678222656 334.7109069824219 None None None +7 1802 0.3721628189086914 337.1439208984375 334.7243957519531 None None None +7 1803 0.37224411964416504 337.1537780761719 334.73370361328125 None None None +7 1804 0.37226369976997375 337.1811828613281 334.7610168457031 None None None +7 1805 0.37218356132507324 337.1849060058594 334.7652587890625 None None None +7 1806 0.3722487688064575 337.197265625 334.7771911621094 None None None +7 1807 0.3723219037055969 337.2025146484375 334.781982421875 None None None +7 1808 0.37231898307800293 337.1933288574219 334.7728271484375 None None None +7 1809 0.37232187390327454 337.1546325683594 334.734130859375 None None None +7 1810 0.3722885549068451 337.1517028808594 334.73138427734375 None None None +7 1811 0.372288316488266 337.1299743652344 334.7096862792969 None None None +7 1812 0.37225767970085144 337.1057434082031 334.6856384277344 None None None +7 1813 0.37221089005470276 337.0608825683594 334.6410827636719 None None None +7 1814 0.37224626541137695 337.07379150390625 334.65374755859375 None None None +7 1815 0.37238574028015137 337.1096496582031 334.6886901855469 None None None +7 1816 0.3724486827850342 337.1043395996094 334.6829833984375 None None None +7 1817 0.3725053369998932 337.1170349121094 334.6953430175781 None None None +7 1818 0.37247368693351746 337.11199951171875 334.6905212402344 None None None +7 1819 0.37243154644966125 337.1351318359375 334.7138977050781 None None None +7 1820 0.3724151849746704 337.144775390625 334.7236633300781 None None None +7 1821 0.3723127245903015 337.1271057128906 334.7066650390625 None None None +7 1822 0.37230268120765686 337.1446533203125 334.7242736816406 None None None +7 1823 0.372378408908844 337.12957763671875 334.708740234375 None None None +7 1824 0.3723874092102051 337.11279296875 334.69189453125 None None None +7 1825 0.3723413944244385 337.114013671875 334.6933898925781 None None None +7 1826 0.37235087156295776 337.133544921875 334.712890625 None None None +7 1827 0.37234655022621155 337.146240234375 334.7256164550781 None None None +7 1828 0.37231433391571045 337.1512756347656 334.7308654785156 None None None +7 1829 0.37221139669418335 337.1335754394531 334.71380615234375 None None None +7 1830 0.3722288906574249 337.1470031738281 334.7271423339844 None None None +7 1831 0.3722341060638428 337.1164245605469 334.6965026855469 None None None 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1870 0.3717706501483917 337.0525817871094 334.63568115234375 None None None +7 1871 0.37173086404800415 337.0499572753906 334.63330078125 None None None +7 1872 0.3716930150985718 337.00067138671875 334.58428955078125 None None None +7 1873 0.37166309356689453 336.9918212890625 334.5756530761719 None None None +7 1874 0.37166622281074524 337.01104736328125 334.59478759765625 None None None +7 1875 0.37167537212371826 337.0282287597656 334.6119384765625 None None None +7 1876 0.37175536155700684 337.0512390136719 334.6344299316406 None None None +7 1877 0.3717084228992462 337.0084533691406 334.5919189453125 None None None +7 1878 0.37167906761169434 337.00531005859375 334.5889892578125 None None None +7 1879 0.371608167886734 336.98919677734375 334.57330322265625 None None None +7 1880 0.37159326672554016 336.9715576171875 334.5557556152344 None None None +7 1881 0.3714563250541687 336.942138671875 334.5272521972656 None None None +7 1882 0.37155672907829285 336.9751281738281 334.5596008300781 None None None +7 1883 0.3715650141239166 336.9708251953125 334.5552673339844 None None None +7 1884 0.37160536646842957 336.9471130371094 334.53131103515625 None None None +7 1885 0.37152597308158875 336.9792785644531 334.5639953613281 None None None +7 1886 0.3714981973171234 336.97515869140625 334.56005859375 None None None +7 1887 0.37151896953582764 336.99407958984375 334.578857421875 None None None +7 1888 0.37143474817276 337.0069274902344 334.5922546386719 None None None +7 1889 0.3713900148868561 336.9785461425781 334.56414794921875 None None None +7 1890 0.37133219838142395 336.980712890625 334.56671142578125 None None None +7 1891 0.37128856778144836 336.97650146484375 334.56280517578125 None None None +7 1892 0.37123584747314453 336.9817199707031 334.5683288574219 None None None +7 1893 0.3712221086025238 336.9613342285156 334.54803466796875 None None None +7 1894 0.37127405405044556 336.96978759765625 334.55621337890625 None None None +7 1895 0.37140020728111267 336.98687744140625 334.5724792480469 None None None +7 1896 0.37141796946525574 337.0091247558594 334.5946350097656 None None None +7 1897 0.3713299334049225 336.9770202636719 334.56304931640625 None None None +7 1898 0.3712437152862549 336.9945983886719 334.58123779296875 None None None +7 1899 0.3713251054286957 337.02777099609375 334.6138916015625 None None None +7 1900 0.37133079767227173 337.02362060546875 334.60968017578125 None None None +7 1901 0.3712950050830841 337.0312805175781 334.6175842285156 None None None +7 1902 0.37130606174468994 337.0606384277344 334.6468505859375 None None None +7 1903 0.37129536271095276 337.0472106933594 334.6335144042969 None None None +7 1904 0.37125808000564575 337.0245361328125 334.611083984375 None None None +7 1905 0.37131983041763306 337.0421447753906 334.6282653808594 None None None +7 1906 0.37130817770957947 337.0447692871094 334.6310119628906 None None None +7 1907 0.37145987153053284 337.0373229980469 334.6225280761719 None None None +7 1908 0.3715243935585022 337.0791320800781 334.6639709472656 None None None +7 1909 0.3716311454772949 337.09967041015625 334.683837890625 None None None +7 1910 0.37160760164260864 337.1092224121094 334.69354248046875 None None None +7 1911 0.3715973198413849 337.1168518066406 334.70123291015625 None None None +7 1912 0.3715527355670929 337.0894470214844 334.6741027832031 None None None +7 1913 0.3715861141681671 337.0653076171875 334.64971923828125 None None None +7 1914 0.37163177132606506 337.06494140625 334.6490478515625 None None None +7 1915 0.3716510534286499 337.04486083984375 334.62884521484375 None None None +7 1916 0.371680349111557 337.0409240722656 334.62469482421875 None None None +7 1917 0.3716195225715637 337.0321350097656 334.6163330078125 None None None +7 1918 0.37161535024642944 337.00830078125 334.592529296875 None None None +7 1919 0.3716367185115814 337.0232238769531 334.6073303222656 None None None +7 1920 0.3715791702270508 336.9990539550781 334.58355712890625 None None None +7 1921 0.371537983417511 337.0140686035156 334.59881591796875 None None None +7 1922 0.3715793788433075 337.0418395996094 334.6263122558594 None None None +7 1923 0.37159425020217896 337.04925537109375 334.6336364746094 None None None +7 1924 0.37162715196609497 337.060791015625 334.6449279785156 None None None +7 1925 0.37178826332092285 337.0727844238281 334.6558837890625 None None None +7 1926 0.3717844486236572 337.06146240234375 334.64459228515625 None None None +7 1927 0.37175285816192627 337.050537109375 334.6338806152344 None None None +7 1928 0.37172186374664307 337.03216552734375 334.61572265625 None None None +7 1929 0.37167444825172424 337.0305480957031 334.6144104003906 None None None +7 1930 0.37168389558792114 337.03448486328125 334.6182556152344 None None None +7 1931 0.37164339423179626 337.017333984375 334.60137939453125 None None None +7 1932 0.37167248129844666 337.0132141113281 334.5970764160156 None None None +7 1933 0.37168559432029724 337.0004577636719 334.584228515625 None None None +7 1934 0.37176138162612915 337.0032958984375 334.5865783691406 None None None +7 1935 0.37174078822135925 336.9881286621094 334.5715026855469 None None None +7 1936 0.3718339800834656 336.9884948730469 334.5712890625 None None None +7 1937 0.371858149766922 336.984619140625 334.5672302246094 None None None +7 1938 0.3718966543674469 337.0354919433594 334.61785888671875 None None None +7 1939 0.37182730436325073 337.01214599609375 334.5949401855469 None None None +7 1940 0.3717191815376282 337.02520751953125 334.60870361328125 None None None +7 1941 0.37171199917793274 337.03717041015625 334.6206970214844 None None None +7 1942 0.37168651819229126 337.01947021484375 334.6031494140625 None None None +7 1943 0.37173399329185486 337.0337829589844 334.6171875 None None None +7 1944 0.37184175848960876 337.06121826171875 334.6438903808594 None None None +7 1945 0.37178197503089905 337.0438537597656 334.62689208984375 None None None +7 1946 0.37172138690948486 337.0287170410156 334.6121826171875 None None None +7 1947 0.37168437242507935 337.034912109375 334.61859130859375 None None None +7 1948 0.37164735794067383 337.0380554199219 334.6219787597656 None None None +7 1949 0.3717397451400757 337.0599365234375 334.64324951171875 None None None +7 1950 0.3717736005783081 337.0601501464844 334.64324951171875 None None None +7 1951 0.37185096740722656 337.0842590332031 334.6668701171875 None None None +7 1952 0.37195488810539246 337.08819580078125 334.6701354980469 None None None +7 1953 0.3719722628593445 337.0941162109375 334.6759033203125 None None None +7 1954 0.3719520568847656 337.1041259765625 334.68603515625 None None None +7 1955 0.3720037043094635 337.0987243652344 334.6802978515625 None None None +7 1956 0.3719980716705322 337.1086730957031 334.6902770996094 None None None +7 1957 0.3719843029975891 337.0885009765625 334.6701965332031 None None None +7 1958 0.3719503879547119 337.05657958984375 334.6384582519531 None None None +7 1959 0.3720000982284546 337.06268310546875 334.6442565917969 None None None +7 1960 0.37199094891548157 337.08001708984375 334.6616516113281 None None None +7 1961 0.3719138503074646 337.0561828613281 334.6383056640625 None None None +7 1962 0.3719685971736908 337.07244873046875 334.6542053222656 None None None +7 1963 0.3719833493232727 337.0914611816406 334.6731262207031 None None None +7 1964 0.37204375863075256 337.1044616699219 334.68572998046875 None None None +7 1965 0.37204575538635254 337.08966064453125 334.6708984375 None None None +7 1966 0.37212613224983215 337.0860900878906 334.66680908203125 None None None +7 1967 0.37212035059928894 337.127197265625 334.70794677734375 None None None +7 1968 0.3720611035823822 337.1178283691406 334.6989440917969 None None None +7 1969 0.37202250957489014 337.115966796875 334.69732666015625 None None None +7 1970 0.37195828557014465 337.1263732910156 334.7081604003906 None None None +7 1971 0.3719301223754883 337.0950622558594 334.6770324707031 None None None +7 1972 0.37189415097236633 337.0670166015625 334.64923095703125 None None None +7 1973 0.3718438148498535 337.0447692871094 334.6273193359375 None None None +7 1974 0.37191277742385864 337.0396423339844 334.6217346191406 None None None +7 1975 0.37195178866386414 337.0486145019531 334.6304626464844 None None None +7 1976 0.37186628580093384 337.01861572265625 334.60101318359375 None None None +7 1977 0.3718268871307373 337.0298767089844 334.6125183105469 None None None +7 1978 0.37178558111190796 336.9898986816406 334.5727844238281 None None None +7 1979 0.37181833386421204 337.0225830078125 334.60528564453125 None None None +7 1980 0.37178075313568115 337.0314025878906 334.6143493652344 None None None +7 1981 0.37173232436180115 337.0472412109375 334.6304931640625 None None None +7 1982 0.37173447012901306 337.04412841796875 334.6273498535156 None None None +7 1983 0.37172985076904297 337.0412902832031 334.62457275390625 None None None +7 1984 0.3717429041862488 337.0032958984375 334.58648681640625 None None None +7 1985 0.3717552125453949 337.0148620605469 334.59796142578125 None None None +7 1986 0.3717479109764099 336.99005126953125 334.5732116699219 None None None +7 1987 0.37166905403137207 336.96160888671875 334.5452880859375 None None None +7 1988 0.3717152178287506 336.94671630859375 334.5300598144531 None None None +7 1989 0.3716592788696289 336.9057312011719 334.48944091796875 None None None +7 1990 0.371681272983551 336.92791748046875 334.51153564453125 None None None +7 1991 0.3716592490673065 336.9075622558594 334.4913024902344 None None None +7 1992 0.37161657214164734 336.8954772949219 334.4794921875 None None None +7 1993 0.37156301736831665 336.879638671875 334.4639892578125 None None None +7 1994 0.3715226650238037 336.87091064453125 334.4554748535156 None None None +7 1995 0.37149783968925476 336.8885192871094 334.4732666015625 None None None +7 1996 0.37151533365249634 336.8944396972656 334.4790344238281 None None None +7 1997 0.37149372696876526 336.8811950683594 334.4659118652344 None None None +7 1998 0.37154215574264526 336.8850402832031 334.46942138671875 None None None +7 1999 0.3715314269065857 336.9049987792969 334.48944091796875 None None None +7 2000 0.3714802861213684 336.87371826171875 334.45849609375 None None None +7 2001 0.371534138917923 336.8689880371094 334.4533996582031 None None None +7 2002 0.371532142162323 336.9236145019531 334.508056640625 None None None +7 2003 0.3715614378452301 336.9246520996094 334.5089111328125 None None None +7 2004 0.37156417965888977 336.9115905761719 334.4958190917969 None None None +7 2005 0.37156423926353455 336.8805236816406 334.4647216796875 None None None +7 2006 0.3714870810508728 336.8898010253906 334.4744873046875 None None None +7 2007 0.3713938891887665 336.8820495605469 334.46734619140625 None None None +7 2008 0.3714158236980438 336.85809326171875 334.44329833984375 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332.5861511230469 None None None +8 1899 0.3645201027393341 334.9638366699219 332.5947570800781 None None None +8 1900 0.3644877076148987 334.9364013671875 332.56756591796875 None None None +8 1901 0.3645271360874176 334.93798828125 332.5688781738281 None None None +8 1902 0.3646145761013031 334.9422912597656 332.5726013183594 None None None +8 1903 0.36461004614830017 334.9419250488281 332.5722961425781 None None None +8 1904 0.3645216226577759 334.9563903808594 332.58734130859375 None None None +8 1905 0.36442917585372925 334.9101257324219 332.5416564941406 None None None +8 1906 0.36437559127807617 334.8839416503906 332.51580810546875 None None None +8 1907 0.3643832802772522 334.8834533691406 332.5152282714844 None None None +8 1908 0.36443841457366943 334.8775329589844 332.5089416503906 None None None +8 1909 0.3644082546234131 334.862060546875 332.4936828613281 None None None +8 1910 0.36433982849121094 334.83331298828125 332.4653625488281 None None None +8 1911 0.3643278181552887 334.81170654296875 332.4438781738281 None None None +8 1912 0.3643075227737427 334.8018493652344 332.43414306640625 None None None +8 1913 0.36431002616882324 334.8238525390625 332.4561462402344 None None None +8 1914 0.3642871379852295 334.8505859375 332.4830017089844 None None None +8 1915 0.36422285437583923 334.83221435546875 332.46502685546875 None None None +8 1916 0.36426013708114624 334.8857727050781 332.518310546875 None None None +8 1917 0.36432766914367676 334.8643798828125 332.49652099609375 None None None +8 1918 0.3643123507499695 334.8593444824219 332.4915771484375 None None None +8 1919 0.364311546087265 334.85491943359375 332.4871520996094 None None None +8 1920 0.3643045127391815 334.8468933105469 332.4791564941406 None None None +8 1921 0.36436155438423157 334.8600158691406 332.49188232421875 None None None +8 1922 0.36435675621032715 334.8357849121094 332.4676513671875 None None None +8 1923 0.36429643630981445 334.82049560546875 332.4527587890625 None None None +8 1924 0.36441245675086975 334.83758544921875 332.4691162109375 None None None +8 1925 0.36443495750427246 334.8291931152344 332.4605407714844 None None None +8 1926 0.3645156919956207 334.8391418457031 332.469970703125 None None None +8 1927 0.36445334553718567 334.8244934082031 332.45574951171875 None None None +8 1928 0.3644115924835205 334.8143615722656 332.4458923339844 None None None +8 1929 0.3644329905509949 334.831787109375 332.4632263183594 None None None +8 1930 0.3644949495792389 334.8625183105469 332.4935302734375 None None None +8 1931 0.3645913004875183 334.8645324707031 332.49493408203125 None None None +8 1932 0.3645496368408203 334.8634948730469 332.494140625 None None None +8 1933 0.3646480143070221 334.8851623535156 332.5151672363281 None None None +8 1934 0.3646320402622223 334.8891906738281 332.519287109375 None None None +8 1935 0.36467480659484863 334.9293212890625 332.55914306640625 None None None +8 1936 0.36471039056777954 334.95556640625 332.58514404296875 None None None +8 1937 0.36478766798973083 334.97998046875 332.60906982421875 None None None +8 1938 0.3647631108760834 334.97613525390625 332.60540771484375 None None None +8 1939 0.36472687125205994 334.9564208984375 332.5859069824219 None None None +8 1940 0.36468902230262756 334.94903564453125 332.57879638671875 None None None +8 1941 0.3647080361843109 334.93218994140625 332.56182861328125 None None None +8 1942 0.36472436785697937 334.8997802734375 332.529296875 None None None +8 1943 0.364687979221344 334.86785888671875 332.49761962890625 None None None +8 1944 0.36464378237724304 334.8601989746094 332.490234375 None None None +8 1945 0.36469581723213196 334.8365783691406 332.4662780761719 None None None +8 1946 0.36464715003967285 334.8424377441406 332.4724426269531 None None None +8 1947 0.36461934447288513 334.82904052734375 332.4592590332031 None None None +8 1948 0.3646143078804016 334.8035888671875 332.4338073730469 None None None +8 1949 0.3645807206630707 334.8309326171875 332.46136474609375 None None None +8 1950 0.36454907059669495 334.83416748046875 332.4648132324219 None None None +8 1951 0.3644728660583496 334.82855224609375 332.459716796875 None None None +8 1952 0.36447614431381226 334.8252258300781 332.4564208984375 None None None +8 1953 0.36443695425987244 334.8394470214844 332.4708557128906 None None None +8 1954 0.3644244968891144 334.8258361816406 332.4573059082031 None None None +8 1955 0.36446666717529297 334.8430480957031 332.4742736816406 None None None +8 1956 0.3644171357154846 334.8244323730469 332.45599365234375 None None None +8 1957 0.3643660843372345 334.83197021484375 332.4638366699219 None None None +8 1958 0.36441347002983093 334.8599853515625 332.4915466308594 None None None +8 1959 0.3644021153450012 334.8556213378906 332.4872741699219 None None None +8 1960 0.3643680214881897 334.861328125 332.49322509765625 None None None +8 1961 0.3643186688423157 334.8664855957031 332.4986877441406 None None None +8 1962 0.36432573199272156 334.8573913574219 332.4895324707031 None None None +8 1963 0.3642784059047699 334.8528747558594 332.4853210449219 None None None +8 1964 0.36422309279441833 334.9071350097656 332.5399169921875 None None None +8 1965 0.36413925886154175 334.9008483886719 332.5341796875 None None None +8 1966 0.3641069531440735 334.937744140625 332.5712585449219 None None None +8 1967 0.3641372621059418 334.90460205078125 332.5379333496094 None None None +8 1968 0.36416491866111755 334.9688720703125 332.60198974609375 None None None +8 1969 0.36417025327682495 334.9758605957031 332.60894775390625 None None None +8 1970 0.3641132414340973 334.9606628417969 332.5941162109375 None None None +8 1971 0.36408454179763794 334.97174072265625 332.6053771972656 None None None +8 1972 0.36408135294914246 334.9586486816406 332.59234619140625 None None None +8 1973 0.36410194635391235 334.9394836425781 332.5730285644531 None None None +8 1974 0.36409664154052734 334.9729309082031 332.6065368652344 None None None +8 1975 0.36414843797683716 334.9945983886719 332.62786865234375 None None None +8 1976 0.3641413450241089 335.0058898925781 332.6391906738281 None None None +8 1977 0.36416444182395935 335.01385498046875 332.64703369140625 None None None +8 1978 0.3641880750656128 335.0322265625 332.66522216796875 None None None +8 1979 0.3641563355922699 335.03924560546875 332.6724853515625 None None None +8 1980 0.36415785551071167 335.0513916015625 332.68463134765625 None None None +8 1981 0.36412525177001953 335.0806579589844 332.714111328125 None None None +8 1982 0.36415156722068787 335.0931091308594 332.72637939453125 None None None +8 1983 0.36415770649909973 335.073974609375 332.70721435546875 None None None +8 1984 0.36410483717918396 335.04443359375 332.6780090332031 None None None +8 1985 0.36416158080101013 335.0769348144531 332.71014404296875 None None None +8 1986 0.36410287022590637 335.1153259277344 332.7489013671875 None None None +8 1987 0.36409538984298706 335.11114501953125 332.7447509765625 None None None +8 1988 0.36412492394447327 335.1007080078125 332.734130859375 None None None +8 1989 0.3640921711921692 335.1134338378906 332.7470703125 None None None +8 1990 0.3641720414161682 335.1021728515625 332.7353210449219 None None None +8 1991 0.36420488357543945 335.0985412597656 332.7314758300781 None None None +8 1992 0.3641531765460968 335.0990295410156 332.7322692871094 None None None +8 1993 0.36417141556739807 335.1094970703125 332.74261474609375 None None None +8 1994 0.36422234773635864 335.10247802734375 332.7352294921875 None None None +8 1995 0.36418265104293823 335.0828857421875 332.7159118652344 None None None +8 1996 0.3642563819885254 335.0431823730469 332.67572021484375 None None None +8 1997 0.36422255635261536 335.0204162597656 332.6531982421875 None None None +8 1998 0.364208847284317 334.99267578125 332.6255187988281 None None None +8 1999 0.3642224967479706 335.0184326171875 332.65118408203125 None None None +8 2000 0.36418065428733826 335.0380859375 332.6711120605469 None None None +8 2001 0.364197701215744 335.053955078125 332.6868896484375 None None None +8 2002 0.36416950821876526 335.0694580078125 332.70257568359375 None None None +8 2003 0.3641924560070038 335.0503845214844 332.6833801269531 None None None +8 2004 0.36425840854644775 335.06134033203125 332.69390869140625 None None None +8 2005 0.3643106520175934 335.0679931640625 332.7002258300781 None None None +8 2006 0.36433181166648865 335.05267333984375 332.68475341796875 None None None +8 2007 0.36428195238113403 335.0550537109375 332.6874694824219 None None None +8 2008 0.36423608660697937 335.0323486328125 332.6650390625 None None None +8 2009 0.36424317955970764 334.9963073730469 332.6289367675781 None None None +8 2010 0.3641867935657501 334.98828125 332.6213073730469 None None None +8 2011 0.36422425508499146 334.9974670410156 332.6302490234375 None None None +8 2012 0.3641919791698456 335.0072021484375 332.6402282714844 None None None +8 2013 0.3641713857650757 335.01934814453125 332.6524658203125 None None None +8 2014 0.3641335070133209 335.0377502441406 332.6711120605469 None None None +8 2015 0.36417606472969055 335.06512451171875 332.6982116699219 None None None +8 2016 0.3641713857650757 335.05859375 332.69171142578125 None None None +8 2017 0.3641844391822815 335.040771484375 332.67376708984375 None None None +8 2018 0.3642214238643646 335.0414733886719 332.67425537109375 None None None +8 2019 0.36421191692352295 335.03997802734375 332.67279052734375 None None None +8 2020 0.3642672002315521 335.0423583984375 332.6748352050781 None None None +8 2021 0.36424803733825684 335.06134033203125 332.69390869140625 None None None +8 2022 0.36423763632774353 335.03143310546875 332.6640930175781 None None None +8 2023 0.36418822407722473 335.0697326660156 332.7027282714844 None None None +8 2024 0.364128053188324 335.04339599609375 332.6767578125 None None None +8 2025 0.36410069465637207 335.01885986328125 332.65240478515625 None None None +8 2026 0.3640609085559845 334.9941101074219 332.6279296875 None None None +8 2027 0.36414992809295654 334.988525390625 332.6217956542969 None None None +8 2028 0.364149272441864 335.0007629394531 332.634033203125 None None None +8 2029 0.36411166191101074 335.0097961425781 332.6432800292969 None None None +8 2030 0.3641633689403534 335.0135498046875 332.6466979980469 None None None +8 2031 0.36413848400115967 334.99212646484375 332.62542724609375 None None None +8 2032 0.36406585574150085 334.988525390625 332.622314453125 None None None +8 2033 0.3640863597393036 334.9921875 332.6258239746094 None None None +8 2034 0.36411944031715393 335.0201110839844 332.6535339355469 None None None +8 2035 0.3640628457069397 335.0021667480469 332.635986328125 None None None +8 2036 0.3641347289085388 335.0103759765625 332.6437072753906 None None None +8 2037 0.3641846477985382 335.0020751953125 332.6351318359375 None None None 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332.6860656738281 None None None +8 2051 0.364388644695282 335.01934814453125 332.65106201171875 None None None +8 2052 0.36440449953079224 335.0511169433594 332.6827392578125 None None None +8 2053 0.3643280863761902 335.0261535644531 332.6582946777344 None None None +8 2054 0.3643423318862915 335.0434265136719 332.6754455566406 None None None +8 2055 0.36424320936203003 335.03192138671875 332.6645812988281 None None None +8 2056 0.36419564485549927 335.005126953125 332.6380920410156 None None None +8 2057 0.3641885221004486 334.99530029296875 332.6282958984375 None None None +8 2058 0.36413586139678955 334.99188232421875 332.625244140625 None None None +8 2059 0.364091157913208 334.9571838378906 332.5908508300781 None None None +8 2060 0.36408939957618713 334.98077392578125 332.61444091796875 None None None +8 2061 0.3640269339084625 334.9524230957031 332.5865173339844 None None None +8 2062 0.36396583914756775 334.95611572265625 332.590576171875 None None None +8 2063 0.36387085914611816 334.94525146484375 332.5803527832031 None None None +8 2064 0.3638418912887573 334.94610595703125 332.5813903808594 None None None +8 2065 0.363857626914978 334.9654541015625 332.60064697265625 None None None +8 2066 0.3638140857219696 334.9639892578125 332.5994873046875 None None None +8 2067 0.36390042304992676 334.9775390625 332.61248779296875 None None None +8 2068 0.36386507749557495 335.0072937011719 332.6424255371094 None None None +8 2069 0.36395955085754395 335.0558776855469 332.6904296875 None None None +8 2070 0.36405324935913086 335.0744934082031 332.7084045410156 None None None +8 2071 0.3640126883983612 335.0680236816406 332.70220947265625 None None None +8 2072 0.3640572428703308 335.0999755859375 332.7338562011719 None None None +8 2073 0.3641866445541382 335.1282653808594 332.76129150390625 None None None +8 2074 0.3641239404678345 335.1426696777344 332.7761535644531 None None None +8 2075 0.3640795648097992 335.1483459472656 332.7821044921875 None None None +8 2076 0.3641178607940674 335.1499938964844 332.78350830078125 None None None +8 2077 0.36402830481529236 335.11358642578125 332.7476806640625 None None None +8 2078 0.3639998733997345 335.0774230957031 332.711669921875 None None None +8 2079 0.36402764916419983 335.0643310546875 332.69842529296875 None None None +8 2080 0.3640930950641632 335.0609130859375 332.694580078125 None None None +8 2081 0.36401721835136414 335.05096435546875 332.6851501464844 None None None +8 2082 0.3640190362930298 335.0282287597656 332.66241455078125 None None None +8 2083 0.3639884889125824 335.0036926269531 332.6380615234375 None None None +8 2084 0.363922655582428 335.01123046875 332.64605712890625 None None None +8 2085 0.36382725834846497 334.9898986816406 332.6253356933594 None None None +8 2086 0.36388611793518066 335.0174255371094 332.6524963378906 None None None +8 2087 0.36384257674217224 335.00323486328125 332.6385803222656 None None None +8 2088 0.36379408836364746 335.0218505859375 332.65753173828125 None None None +8 2089 0.36381101608276367 335.0115966796875 332.6471862792969 None None None +8 2090 0.3638584315776825 335.0567932128906 332.69207763671875 None None None +8 2091 0.3638785779476166 335.0487060546875 332.6838684082031 None None None +8 2092 0.3638538122177124 335.0627136230469 332.6980285644531 None None None +8 2093 0.3639254868030548 335.0606689453125 332.695556640625 None None None +8 2094 0.3639173209667206 335.103271484375 332.73822021484375 None None None +8 2095 0.36388838291168213 335.0771789550781 332.7122802734375 None None None +8 2096 0.3638385236263275 335.0616455078125 332.6970520019531 None None None +8 2097 0.3638956546783447 335.0574035644531 332.6924743652344 None None None +8 2098 0.363945871591568 335.0223693847656 332.6571044921875 None None None +8 2099 0.3639872670173645 335.01971435546875 332.6541748046875 None None None +8 2100 0.3639117479324341 335.0096130371094 332.6445617675781 None None None +8 2101 0.3638559877872467 334.9970703125 332.6324157714844 None None None +8 2102 0.3638405203819275 335.0388488769531 332.67431640625 None None None +8 2103 0.3638526201248169 335.05169677734375 332.6870422363281 None None None +8 2104 0.3638118505477905 335.07855224609375 332.7142333984375 None None None +8 2105 0.36385273933410645 335.10357666015625 332.73895263671875 None None None +8 2106 0.36382079124450684 335.1011657714844 332.73675537109375 None None None +8 2107 0.36384016275405884 335.06695556640625 332.7024230957031 None None None +8 2108 0.36387380957603455 335.0544128417969 332.68963623046875 None None None +8 2109 0.3639463484287262 335.04595947265625 332.68072509765625 None None None +8 2110 0.3639522194862366 335.0528869628906 332.6875915527344 None None None +8 2111 0.36388906836509705 335.04742431640625 332.68255615234375 None None None +8 2112 0.3638734221458435 335.0527648925781 332.68798828125 None None None +8 2113 0.36379823088645935 335.045654296875 332.6813659667969 None None None +8 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0.3565079867839813 333.5287170410156 331.2115783691406 None None None +9 1930 0.35656848549842834 333.5191345214844 331.20159912109375 None None None +9 1931 0.3565889298915863 333.5194396972656 331.2017822265625 None None None +9 1932 0.3565637171268463 333.5184020996094 331.2008972167969 None None None +9 1933 0.35651519894599915 333.514892578125 331.1977233886719 None None None +9 1934 0.35649436712265015 333.50567626953125 331.18865966796875 None None None +9 1935 0.35649609565734863 333.5286560058594 331.2116394042969 None None None +9 1936 0.3566651940345764 333.5738220214844 331.2557067871094 None None None +9 1937 0.35672271251678467 333.5894775390625 331.27099609375 None None None +9 1938 0.3566710650920868 333.58709716796875 331.2689514160156 None None None +9 1939 0.3567175567150116 333.5628967285156 331.24444580078125 None None None +9 1940 0.3567017912864685 333.5614929199219 331.2431335449219 None None None +9 1941 0.35666826367378235 333.5486755371094 331.2304992675781 None None None +9 1942 0.3566015362739563 333.5485534667969 331.2308044433594 None None None +9 1943 0.3564969301223755 333.5401916503906 331.22314453125 None None None +9 1944 0.35648313164711 333.5258483886719 331.20892333984375 None None None +9 1945 0.35649216175079346 333.51397705078125 331.19696044921875 None None None +9 1946 0.3565469980239868 333.52777099609375 331.2104187011719 None None None +9 1947 0.3565385043621063 333.536865234375 331.2195739746094 None None None +9 1948 0.35657835006713867 333.5569152832031 331.2393798828125 None None None +9 1949 0.3565619885921478 333.52960205078125 331.21221923828125 None None None +9 1950 0.3564733564853668 333.5181579589844 331.2013244628906 None None None +9 1951 0.3564445972442627 333.5049133300781 331.18829345703125 None None None +9 1952 0.3563806414604187 333.52142333984375 331.2052307128906 None None None +9 1953 0.3563863933086395 333.5194091796875 331.2031555175781 None None None +9 1954 0.35636159777641296 333.55322265625 331.2371520996094 None None None +9 1955 0.3564196527004242 333.5502624511719 331.2337951660156 None None None +9 1956 0.35640308260917664 333.5517883300781 331.2354431152344 None None None +9 1957 0.3563779890537262 333.5403137207031 331.22412109375 None None None +9 1958 0.35632506012916565 333.5104675292969 331.1946105957031 None None None +9 1959 0.35627123713493347 333.5622253417969 331.2467346191406 None None None +9 1960 0.3563001751899719 333.5461120605469 331.2304382324219 None None None +9 1961 0.35621827840805054 333.5397644042969 331.224609375 None None None +9 1962 0.3561956286430359 333.5311584472656 331.2161560058594 None None None +9 1963 0.3562788665294647 333.5299072265625 331.21435546875 None None None +9 1964 0.35634124279022217 333.56719970703125 331.2512512207031 None None None +9 1965 0.3563055694103241 333.53961181640625 331.223876953125 None None None +9 1966 0.35632556676864624 333.5210876464844 331.2052001953125 None None None +9 1967 0.35643622279167175 333.5500183105469 331.2334289550781 None None None +9 1968 0.35646694898605347 333.5552062988281 331.2384033203125 None None None +9 1969 0.3564428687095642 333.53759765625 331.2209777832031 None None None +9 1970 0.3564063012599945 333.5102844238281 331.1939392089844 None None None +9 1971 0.35646018385887146 333.51922607421875 331.2025146484375 None None None +9 1972 0.3565046787261963 333.5326843261719 331.2156677246094 None None None +9 1973 0.3565000593662262 333.51654052734375 331.1995544433594 None None None +9 1974 0.35657647252082825 333.5245361328125 331.2070617675781 None None None +9 1975 0.3566441833972931 333.5452575683594 331.2273254394531 None None None +9 1976 0.3566569983959198 333.5667419433594 331.24871826171875 None None None +9 1977 0.35660842061042786 333.5517883300781 331.23406982421875 None None None +9 1978 0.35649389028549194 333.53216552734375 331.2151794433594 None None None +9 1979 0.35645830631256104 333.54058837890625 331.2238464355469 None None None +9 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None None None +10 1871 0.34916239976882935 332.9223937988281 330.6522216796875 None None None +10 1872 0.349256306886673 332.9632873535156 330.6925354003906 None None None +10 1873 0.34926077723503113 332.9428405761719 330.6720886230469 None None None +10 1874 0.3491697311401367 332.94244384765625 330.67230224609375 None None None +10 1875 0.3491358757019043 332.893310546875 330.6233825683594 None None None +10 1876 0.3492663502693176 332.9468078613281 330.6759948730469 None None None +10 1877 0.34936821460723877 332.947021484375 330.6755676269531 None None None +10 1878 0.34941744804382324 332.9304504394531 330.65869140625 None None None +10 1879 0.349531352519989 332.9145202636719 330.6419982910156 None None None +10 1880 0.3494666814804077 332.8790588378906 330.6069641113281 None None None +10 1881 0.3495709002017975 332.8945007324219 330.6217346191406 None None None +10 1882 0.34961366653442383 332.87548828125 330.6024475097656 None None None +10 1883 0.34964194893836975 332.9038391113281 330.6305847167969 None None None +10 1884 0.3496239185333252 332.8883361816406 330.6152038574219 None None None +10 1885 0.34961289167404175 332.92547607421875 330.6524353027344 None None None +10 1886 0.34964480996131897 332.9190979003906 330.64581298828125 None None None +10 1887 0.34993940591812134 332.94268798828125 330.66748046875 None None None +10 1888 0.3499857485294342 332.9234313964844 330.6479797363281 None None None +10 1889 0.34994322061538696 332.9507751464844 330.67559814453125 None None None +10 1890 0.3498832583427429 332.9281921386719 330.6534118652344 None None None +10 1891 0.34992462396621704 332.9342346191406 330.6591796875 None None None +10 1892 0.3500276505947113 332.966064453125 330.69036865234375 None None None +10 1893 0.35005271434783936 332.9880676269531 330.7121887207031 None None None +10 1894 0.35035744309425354 333.0289001464844 330.75103759765625 None None None +10 1895 0.35036009550094604 333.01983642578125 330.7419738769531 None None None +10 1896 0.35033121705055237 333.009765625 330.7320861816406 None None None +10 1897 0.3503050208091736 333.0181884765625 330.74066162109375 None None None +10 1898 0.3502936065196991 332.9935302734375 330.7160949707031 None None None +10 1899 0.3503445088863373 333.005126953125 330.7273254394531 None None None +10 1900 0.350410521030426 333.0017395019531 330.7235107421875 None None None +10 1901 0.35034409165382385 332.97723388671875 330.699462890625 None None None +10 1902 0.35031309723854065 332.9626770019531 330.6850891113281 None None None +10 1903 0.3503279685974121 332.9447326660156 330.66705322265625 None None None +10 1904 0.35042059421539307 332.9870300292969 330.708740234375 None None None +10 1905 0.35040220618247986 332.9815979003906 330.7033996582031 None None None +10 1906 0.35054683685302734 332.9951171875 330.7159729003906 None None None +10 1907 0.3505583107471466 333.0270690917969 330.7478942871094 None None None +10 1908 0.3506152331829071 333.04052734375 330.760986328125 None None None +10 1909 0.3505658805370331 333.0259094238281 330.7466735839844 None None None +10 1910 0.350553035736084 333.0132141113281 330.7340393066406 None None None +10 1911 0.3505479395389557 333.0106201171875 330.73150634765625 None None None +10 1912 0.35055139660835266 333.0060729980469 330.7269287109375 None None None +10 1913 0.3506088852882385 333.03253173828125 330.7530517578125 None None None +10 1914 0.3505593538284302 333.0312194824219 330.7520751953125 None None None +10 1915 0.3506005108356476 333.0474548339844 330.7680358886719 None None None +10 1916 0.3506317138671875 333.04864501953125 330.7690124511719 None None None +10 1917 0.3505456745624542 333.01629638671875 330.7372131347656 None None None +10 1918 0.35053813457489014 333.0187683105469 330.7397155761719 None None None +10 1919 0.350520521402359 332.984619140625 330.7056884765625 None None None +10 1920 0.3504888415336609 333.01031494140625 330.7315979003906 None None None +10 1921 0.35044556856155396 333.01416015625 330.7357177734375 None None None +10 1922 0.350446492433548 332.99658203125 330.7181396484375 None None None +10 1923 0.3504168689250946 332.97406005859375 330.69580078125 None None None +10 1924 0.3504142463207245 332.95465087890625 330.6764221191406 None None None +10 1925 0.35038837790489197 332.95928955078125 330.6812438964844 None None None +10 1926 0.35037773847579956 332.94427490234375 330.66632080078125 None None None +10 1927 0.35032445192337036 332.923828125 330.64617919921875 None None None +10 1928 0.3502906560897827 332.9078369140625 330.6304016113281 None None None +10 1929 0.3502923250198364 332.9029541015625 330.62548828125 None None None +10 1930 0.3503178060054779 332.9049377441406 330.6273193359375 None None None +10 1931 0.3503667414188385 332.8888244628906 330.6108703613281 None None None +10 1932 0.35035911202430725 332.94281005859375 330.6649169921875 None None None +10 1933 0.35033437609672546 332.93359375 330.6558837890625 None None None +10 1934 0.35032549500465393 332.9679870605469 330.6903381347656 None None None +10 1935 0.35032933950424194 332.95751953125 330.67987060546875 None None None +10 1936 0.350375235080719 333.01715087890625 330.73919677734375 None None None +10 1937 0.35031551122665405 333.0206604003906 330.74310302734375 None None None +10 1938 0.3503214120864868 333.025146484375 330.7475280761719 None None None +10 1939 0.3503265082836151 333.00177001953125 330.72412109375 None None None +10 1940 0.3503223955631256 332.981689453125 330.7040710449219 None None None +10 1941 0.3503415584564209 332.9814453125 330.70367431640625 None None None +10 1942 0.35042718052864075 333.03631591796875 330.75799560546875 None None None +10 1943 0.3504422903060913 333.0248718261719 330.7464599609375 None None None +10 1944 0.3504965603351593 333.0290222167969 330.750244140625 None None None +10 1945 0.35047897696495056 333.035400390625 330.7567138671875 None None None +10 1946 0.350441575050354 333.0369567871094 330.7585144042969 None None None +10 1947 0.3503919243812561 332.98858642578125 330.7104797363281 None None None +10 1948 0.35031968355178833 332.98077392578125 330.703125 None None None +10 1949 0.3503618538379669 332.97418212890625 330.6962585449219 None None None +10 1950 0.35035738348960876 332.98028564453125 330.702392578125 None None None +10 1951 0.35027816891670227 332.9552917480469 330.67791748046875 None None None +10 1952 0.35024622082710266 332.98699951171875 330.7098388671875 None None None +10 1953 0.3502176105976105 332.9569396972656 330.6799621582031 None None None +10 1954 0.3502023220062256 332.9682922363281 330.69146728515625 None None None +10 1955 0.350189208984375 332.9573974609375 330.6806335449219 None None None +10 1956 0.3502122759819031 332.97210693359375 330.6951904296875 None None None +10 1957 0.35013091564178467 332.9452209472656 330.6688537597656 None None None +10 1958 0.35008856654167175 332.9433288574219 330.667236328125 None None None +10 1959 0.35006311535835266 332.9367980957031 330.6608581542969 None None None +10 1960 0.3500394821166992 332.9325866699219 330.6568298339844 None None None +10 1961 0.35003861784935 332.943603515625 330.6678161621094 None None None +10 1962 0.35006579756736755 332.9259338378906 330.6499938964844 None None None +10 1963 0.3500448763370514 332.9260559082031 330.65020751953125 None None None +10 1964 0.3500763177871704 332.9103698730469 330.6343688964844 None None None +10 1965 0.3500356078147888 332.93756103515625 330.6618347167969 None None None +10 1966 0.3500698208808899 332.95263671875 330.67669677734375 None None None +10 1967 0.3500235378742218 332.9359130859375 330.6602783203125 None None None +10 1968 0.3500259518623352 332.9382629394531 330.66259765625 None None None +10 1969 0.3501696288585663 332.9520568847656 330.6754455566406 None None None +10 1970 0.3501688838005066 332.95269775390625 330.6761169433594 None None None +10 1971 0.35014286637306213 332.94580078125 330.6694030761719 None None None +10 1972 0.35017627477645874 332.9226989746094 330.64605712890625 None None None +10 1973 0.35011035203933716 332.8975524902344 330.6213073730469 None None None +10 1974 0.35013332962989807 332.8961181640625 330.6197204589844 None None None +10 1975 0.3501366376876831 332.9028625488281 330.62646484375 None None None +10 1976 0.35013246536254883 332.9178771972656 330.6414794921875 None None None +10 1977 0.35009676218032837 332.9171142578125 330.6409606933594 None None None +10 1978 0.35012519359588623 332.9105529785156 330.6342468261719 None None None +10 1979 0.35005977749824524 332.9048156738281 330.6289367675781 None None None +10 1980 0.3500995337963104 332.9114990234375 330.6353759765625 None None None +10 1981 0.35015472769737244 332.91595458984375 330.6394958496094 None None None +10 1982 0.35012972354888916 332.9478454589844 330.6715087890625 None None None +10 1983 0.3500896692276001 332.95587158203125 330.6798095703125 None None None +10 1984 0.3500765860080719 332.9454040527344 330.66943359375 None None None +10 1985 0.350128710269928 332.9732666015625 330.69696044921875 None None None +10 1986 0.35012367367744446 332.96875 330.6925048828125 None None None +10 1987 0.3501887619495392 333.01092529296875 330.7342529296875 None None None +10 1988 0.3501354455947876 332.98907470703125 330.7127380371094 None None None +10 1989 0.3500555753707886 333.027099609375 330.7512512207031 None None None +10 1990 0.35006001591682434 333.03936767578125 330.76348876953125 None None None +10 1991 0.3500671684741974 333.01470947265625 330.73876953125 None None None +10 1992 0.3500388264656067 333.0213928222656 330.74560546875 None None None +10 1993 0.3500315845012665 332.9908752441406 330.7151794433594 None None None +10 1994 0.3500958979129791 333.00830078125 330.732177734375 None None None +10 1995 0.3501136600971222 332.99444580078125 330.7182312011719 None None None +10 1996 0.3502219021320343 332.9859313964844 330.7090148925781 None None None +10 1997 0.3502161502838135 333.0078125 330.73089599609375 None None None +10 1998 0.3501570522785187 333.0007629394531 330.7242431640625 None None None +10 1999 0.3502177298069 333.0217590332031 330.74481201171875 None None None +10 2000 0.35015779733657837 333.00152587890625 330.7249755859375 None None None +10 2001 0.35016435384750366 333.0531921386719 330.776611328125 None None None +10 2002 0.35016801953315735 333.04083251953125 330.76422119140625 None None None +10 2003 0.350228488445282 333.0543518066406 330.77734375 None None None +10 2004 0.3501547574996948 333.02447509765625 330.7479248046875 None None None +10 2005 0.3501255214214325 333.0065612792969 330.7301940917969 None None None +10 2006 0.3500586748123169 333.0114440917969 330.7355041503906 None None None +10 2007 0.3501075804233551 333.0074157714844 330.7311096191406 None None None +10 2008 0.3500519394874573 333.0047912597656 330.7288513183594 None None None +10 2009 0.35007238388061523 333.03863525390625 330.7625427246094 None None None +10 2010 0.35007843375205994 333.01904296875 330.742919921875 None None None +10 2011 0.35009676218032837 333.009521484375 330.7333068847656 None None None +10 2012 0.3500160574913025 332.9978332519531 330.7220764160156 None None None +10 2013 0.3501044511795044 333.0044250488281 330.7281188964844 None None None +10 2014 0.35004469752311707 332.9723815917969 330.69647216796875 None None None +10 2015 0.35002440214157104 332.9709167480469 330.69512939453125 None None None +10 2016 0.34999924898147583 332.9729309082031 330.69732666015625 None None None +10 2017 0.3500370383262634 332.98663330078125 330.71075439453125 None None None +10 2018 0.3500128388404846 333.0050964355469 330.7293701171875 None None None +10 2019 0.3499997854232788 333.01898193359375 330.74334716796875 None None None +10 2020 0.3499816060066223 333.0322570800781 330.7567443847656 None None None +10 2021 0.3499768078327179 333.04290771484375 330.7674560546875 None None None +10 2022 0.34992167353630066 333.0081787109375 330.7330627441406 None None None +10 2023 0.3499816656112671 333.0448913574219 330.7694091796875 None None None +10 2024 0.34991875290870667 333.05377197265625 330.7786865234375 None None None +10 2025 0.34985780715942383 333.08538818359375 330.8106994628906 None None None +10 2026 0.3498477637767792 333.0843505859375 330.8096923828125 None None None +10 2027 0.34988150000572205 333.0531921386719 330.7783508300781 None None None +10 2028 0.34988483786582947 333.0402526855469 330.765380859375 None None None +10 2029 0.3498636782169342 333.0358581542969 330.7611389160156 None None None +10 2030 0.3498893976211548 333.014404296875 330.7394714355469 None None None +10 2031 0.34984150528907776 332.99884033203125 330.7242431640625 None None None +10 2032 0.3498276174068451 333.00091552734375 330.72637939453125 None None None +10 2033 0.34998345375061035 333.015869140625 330.7403259277344 None None None +10 2034 0.349999338388443 333.0168151855469 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327.6006774902344 325.5727844238281 None None None +11 1934 0.3119681477546692 327.5970764160156 325.5694885253906 None None None +11 1935 0.311972051858902 327.60589599609375 325.5782470703125 None None None +11 1936 0.31200146675109863 327.6144714355469 325.5866394042969 None None None +11 1937 0.3119240701198578 327.5939025878906 325.5665588378906 None None None +11 1938 0.31192103028297424 327.59295654296875 325.5656433105469 None None None +11 1939 0.31194788217544556 327.5691833496094 325.5417175292969 None None None +11 1940 0.311912477016449 327.6040344238281 325.5768127441406 None None None +11 1941 0.31192514300346375 327.5834045410156 325.55609130859375 None None None +11 1942 0.3119136095046997 327.5901794433594 325.5629577636719 None None None +11 1943 0.3119048476219177 327.5792236328125 325.5520324707031 None None None +11 1944 0.3118336796760559 327.5803527832031 325.5535888671875 None None None +11 1945 0.3117821514606476 327.5943298339844 325.5679016113281 None None 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None +11 1971 0.3117655813694 327.55010986328125 325.5238037109375 None None None +11 1972 0.31170883774757385 327.5287780761719 325.5028076171875 None None None +11 1973 0.31168463826179504 327.5255126953125 325.4996643066406 None None None +11 1974 0.3116200864315033 327.5204162597656 325.4949951171875 None None None +11 1975 0.31156018376350403 327.5207214355469 325.49566650390625 None None None +11 1976 0.3115437924861908 327.5332946777344 325.5083312988281 None None None +11 1977 0.3115575313568115 327.55096435546875 325.5259094238281 None None None +11 1978 0.3115348815917969 327.5569152832031 325.5320129394531 None None None +11 1979 0.3115197420120239 327.5480651855469 325.52325439453125 None None None +11 1980 0.3114720284938812 327.5693664550781 325.5448913574219 None None None +11 1981 0.31139224767684937 327.5599365234375 325.5359802246094 None None None +11 1982 0.31134113669395447 327.5535583496094 325.5299377441406 None None None +11 1983 0.31130078434944153 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0.31125253438949585 327.5756530761719 325.5526428222656 None None None +11 1997 0.31124183535575867 327.6138916015625 325.5909423828125 None None None +11 1998 0.31123295426368713 327.6196594238281 325.59674072265625 None None None +11 1999 0.31123751401901245 327.6097106933594 325.5867919921875 None None None +11 2000 0.3111855983734131 327.5934143066406 325.5708312988281 None None None +11 2001 0.3111860156059265 327.5976867675781 325.5751037597656 None None None +11 2002 0.31127840280532837 327.60223388671875 325.5790710449219 None None None +11 2003 0.3112264573574066 327.6014404296875 325.5786437988281 None None None +11 2004 0.31117987632751465 327.6073303222656 325.5848083496094 None None None +11 2005 0.3111690282821655 327.6260681152344 325.6036071777344 None None None +11 2006 0.311189740896225 327.6522216796875 325.629638671875 None None None +11 2007 0.3111700713634491 327.6351013183594 325.6126403808594 None None None +11 2008 0.3111385107040405 327.67523193359375 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323.1221618652344 None None None +12 1869 0.2930220663547516 325.01885986328125 323.11468505859375 None None None +12 1870 0.29299861192703247 325.0447998046875 323.1407775878906 None None None +12 1871 0.29298365116119385 325.0491638183594 323.1452331542969 None None None +12 1872 0.2929406464099884 325.0566101074219 323.1529846191406 None None None +12 1873 0.2929506003856659 325.0553894042969 323.1517333984375 None None None +12 1874 0.29294177889823914 325.04656982421875 323.1429443359375 None None None +12 1875 0.29298093914985657 325.0556335449219 323.1517639160156 None None None +12 1876 0.2929365038871765 325.03515625 323.1315612792969 None None None +12 1877 0.29285356402397156 325.0166015625 323.113525390625 None None None +12 1878 0.2928265333175659 325.0230712890625 323.12017822265625 None None None +12 1879 0.2928253412246704 325.04168701171875 323.1387939453125 None None None +12 1880 0.2928242087364197 325.02099609375 323.1181335449219 None None None +12 1881 0.29280829429626465 325.01617431640625 323.1134033203125 None None None +12 1882 0.2927742302417755 325.0226135253906 323.12005615234375 None None None +12 1883 0.29278528690338135 324.9898376464844 323.0872497558594 None None None +12 1884 0.2928239405155182 324.97320556640625 323.0703430175781 None None None +12 1885 0.2928398847579956 324.9650573730469 323.0621032714844 None None None +12 1886 0.2928699553012848 324.94964599609375 323.04644775390625 None None None +12 1887 0.2928364872932434 324.9839172363281 323.0809631347656 None None None +12 1888 0.29279085993766785 324.9778137207031 323.07513427734375 None None None +12 1889 0.29277023673057556 324.9965515136719 323.093994140625 None None None +12 1890 0.29271507263183594 324.9967041015625 323.094482421875 None None None +12 1891 0.2926800549030304 325.036376953125 323.1343688964844 None None None +12 1892 0.292725145816803 325.04443359375 323.14215087890625 None None None +12 1893 0.2927120327949524 325.0387878417969 323.1365661621094 None None None +12 1894 0.2926976680755615 325.0758361816406 323.1737060546875 None None None +12 1895 0.29275262355804443 325.0736389160156 323.1711730957031 None None None +12 1896 0.2927423417568207 325.0816345214844 323.17919921875 None None None +12 1897 0.29280418157577515 325.05499267578125 323.15216064453125 None None None +12 1898 0.29281607270240784 325.1011657714844 323.1982116699219 None None None +12 1899 0.2927643358707428 325.12847900390625 323.22589111328125 None None None +12 1900 0.29274967312812805 325.1196594238281 323.2171936035156 None None None +12 1901 0.2926998734474182 325.0721130371094 323.16998291015625 None None None +12 1902 0.292730450630188 325.0702819824219 323.16796875 None None None +12 1903 0.29270219802856445 325.0715026855469 323.16937255859375 None None None +12 1904 0.2927038073539734 325.05517578125 323.153076171875 None None None +12 1905 0.29273778200149536 325.0486755371094 323.1463317871094 None None None +12 1906 0.292714923620224 325.0472717285156 323.14508056640625 None None None +12 1907 0.2927132546901703 325.0318603515625 323.12969970703125 None None None +12 1908 0.29269441962242126 325.0311279296875 323.1290588378906 None None None +12 1909 0.29268988966941833 325.0123291015625 323.1103210449219 None None None +12 1910 0.2927290201187134 324.9951171875 323.0928039550781 None None None +12 1911 0.2927447557449341 324.97943115234375 323.0770263671875 None None None +12 1912 0.29277926683425903 324.98907470703125 323.0864562988281 None None None +12 1913 0.2927735149860382 324.98126220703125 323.0787048339844 None None None +12 1914 0.2927461564540863 324.99993896484375 323.0975341796875 None None None +12 1915 0.2926959991455078 325.0014953613281 323.09942626953125 None None None +12 1916 0.2926664650440216 325.0290832519531 323.1272277832031 None None None +12 1917 0.2926672101020813 325.0468444824219 323.14495849609375 None None None +12 1918 0.29276373982429504 325.0300598144531 323.1275939941406 None None None +12 1919 0.29275259375572205 325.0184326171875 323.11602783203125 None None None +12 1920 0.2927436828613281 325.0169982910156 323.1146545410156 None None None +12 1921 0.29270175099372864 324.9789123535156 323.07684326171875 None None None +12 1922 0.29272401332855225 324.9523010253906 323.0500793457031 None None None +12 1923 0.2927350699901581 324.9692687988281 323.06695556640625 None None None +12 1924 0.2926870584487915 324.9676818847656 323.065673828125 None None None +12 1925 0.29273730516433716 324.9742736816406 323.07196044921875 None None None +12 1926 0.2927297055721283 324.9590148925781 323.0567626953125 None None None +12 1927 0.29278334975242615 324.9822998046875 323.0796813964844 None None None +12 1928 0.2927536368370056 325.0016784667969 323.0992736816406 None None None +12 1929 0.29279205203056335 325.0034484863281 323.1007995605469 None None None +12 1930 0.2928711771965027 324.9922790527344 323.0891418457031 None None None +12 1931 0.29286321997642517 324.9964294433594 323.0933532714844 None None None +12 1932 0.2927979826927185 324.9947814941406 323.0921630859375 None None None +12 1933 0.29275745153427124 324.99517822265625 323.0928039550781 None None None +12 1934 0.29277241230010986 324.9811096191406 323.07867431640625 None None None +12 1935 0.29282715916633606 324.98089599609375 323.0780944824219 None None None +12 1936 0.29287391901016235 324.98870849609375 323.0855712890625 None None None +12 1937 0.292868047952652 325.0082702636719 323.10516357421875 None None None +12 1938 0.29287663102149963 325.00848388671875 323.1053161621094 None None None +12 1939 0.292888343334198 324.9864807128906 323.083251953125 None None None +12 1940 0.2929005026817322 324.984130859375 323.0808410644531 None None None +12 1941 0.2928992807865143 324.9681396484375 323.06488037109375 None None None +12 1942 0.2928764224052429 324.998779296875 323.09564208984375 None None None +12 1943 0.29293379187583923 324.9827880859375 323.07928466796875 None None None +12 1944 0.29289600253105164 324.9840087890625 323.08074951171875 None None None +12 1945 0.2929752469062805 324.97509765625 323.0712890625 None None None +12 1946 0.292902410030365 324.94976806640625 323.04644775390625 None None None +12 1947 0.2929207384586334 324.98663330078125 323.08319091796875 None None None +12 1948 0.29286429286003113 324.98260498046875 323.07952880859375 None None None +12 1949 0.2928362786769867 324.97021484375 323.0672912597656 None None None +12 1950 0.2929072976112366 324.9779968261719 323.07464599609375 None None None +12 1951 0.29298731684684753 324.9951171875 323.09124755859375 None None None +12 1952 0.293018639087677 324.99017333984375 323.0860900878906 None None None +12 1953 0.2930109202861786 324.9771423339844 323.0731201171875 None None None +12 1954 0.2930460572242737 325.0223693847656 323.1181335449219 None None None +12 1955 0.29306572675704956 325.0058288574219 323.1014709472656 None None None +12 1956 0.293124258518219 325.0083312988281 323.1036071777344 None None None +12 1957 0.2930983006954193 325.03936767578125 323.134765625 None None None +12 1958 0.29311349987983704 325.0214538574219 323.1167907714844 None None None +12 1959 0.29318204522132874 325.03326416015625 323.1281433105469 None None None +12 1960 0.2932325005531311 325.0281982421875 323.12274169921875 None None None +12 1961 0.29319673776626587 325.02154541015625 323.1163024902344 None None None +12 1962 0.29314151406288147 325.01202392578125 323.1071472167969 None None None +12 1963 0.29320695996284485 324.9977111816406 323.0923767089844 None None None +12 1964 0.2931932210922241 324.995361328125 323.09014892578125 None None None +12 1965 0.2931315302848816 324.9636535644531 323.058837890625 None None None +12 1966 0.29314130544662476 324.9475402832031 323.0426940917969 None None None +12 1967 0.29311972856521606 324.9445495605469 323.03985595703125 None None None +12 1968 0.2931514084339142 324.9327392578125 323.02783203125 None None None +12 1969 0.29313257336616516 324.95428466796875 323.04949951171875 None None None +12 1970 0.2931232154369354 324.9606018066406 323.055908203125 None None None +12 1971 0.2931597828865051 324.9664001464844 323.0614318847656 None None None +12 1972 0.2931738793849945 324.9541015625 323.0490417480469 None None None +12 1973 0.29318884015083313 324.9529724121094 323.0478210449219 None None None +12 1974 0.29315292835235596 324.95489501953125 323.04998779296875 None None None +12 1975 0.2932429611682892 324.9846496582031 323.07916259765625 None None None +12 1976 0.29328683018684387 325.02191162109375 323.1161193847656 None None None +12 1977 0.2933220863342285 325.0421142578125 323.1361389160156 None None None +12 1978 0.29326555132865906 324.9956970214844 323.0900573730469 None None None +12 1979 0.29327481985092163 324.96337890625 323.05767822265625 None None None +12 1980 0.29327601194381714 324.9342041015625 323.02850341796875 None None None +12 1981 0.29320812225341797 324.930908203125 323.0256652832031 None None None +12 1982 0.29333072900772095 324.92742919921875 323.0213623046875 None None None +12 1983 0.2933194637298584 324.90643310546875 323.0004577636719 None None None +12 1984 0.29328739643096924 324.90618896484375 323.00042724609375 None None None +12 1985 0.29327675700187683 324.9214782714844 323.0157470703125 None None None +12 1986 0.29323717951774597 324.8896484375 322.9841613769531 None None None +12 1987 0.29327940940856934 324.9053955078125 322.9996337890625 None None None +12 1988 0.293321430683136 324.90277099609375 322.9967346191406 None None None +12 1989 0.2932910919189453 324.89410400390625 322.9882507324219 None None None +12 1990 0.293420672416687 324.882568359375 322.97589111328125 None None None +12 1991 0.29347294569015503 324.9117431640625 323.0047302246094 None None None +12 1992 0.29347020387649536 324.90338134765625 322.9963684082031 None None None +12 1993 0.29347917437553406 324.88275146484375 322.9756774902344 None None None +12 1994 0.29343879222869873 324.8678894042969 322.9610900878906 None None None +12 1995 0.2933928668498993 324.8314514160156 322.9249572753906 None None None +12 1996 0.29336097836494446 324.79974365234375 322.8934326171875 None None None +12 1997 0.2932937443256378 324.81591796875 322.9100646972656 None None None +12 1998 0.29328426718711853 324.77923583984375 322.8734436035156 None None None +12 1999 0.29335299134254456 324.759521484375 322.853271484375 None None None +12 2000 0.29329898953437805 324.72100830078125 322.81512451171875 None None None +12 2001 0.2932561933994293 324.7262268066406 322.82061767578125 None None None +12 2002 0.29324933886528015 324.7147216796875 322.80914306640625 None None None +12 2003 0.2932719588279724 324.7401428222656 322.83441162109375 None None None +12 2004 0.2932142913341522 324.7396240234375 322.8342590332031 None None None +12 2005 0.2932488024234772 324.754638671875 322.8490905761719 None None None +12 2006 0.29320988059043884 324.759521484375 322.8542175292969 None None None +12 2007 0.2933197021484375 324.7449035644531 322.8388977050781 None None None +12 2008 0.29340559244155884 324.75762939453125 322.8510437011719 None None None +12 2009 0.2933637499809265 324.7640380859375 322.8577575683594 None None None +12 2010 0.29337602853775024 324.7688293457031 322.8624267578125 None None None +12 2011 0.29338374733924866 324.77197265625 322.8655090332031 None None None +12 2012 0.2933213710784912 324.7775573730469 322.8714904785156 None None None +12 2013 0.29329991340637207 324.7835388183594 322.87762451171875 None None None +12 2014 0.2932547628879547 324.7717590332031 322.86614990234375 None None None +12 2015 0.2933517098426819 324.7909240722656 322.8846435546875 None None None +12 2016 0.2933335602283478 324.79168701171875 322.8855285644531 None None None +12 2017 0.2933962643146515 324.8105773925781 322.90399169921875 None None None +12 2018 0.29340407252311707 324.8174133300781 322.9107666015625 None None None +12 2019 0.29342371225357056 324.80426025390625 322.8974914550781 None None None +12 2020 0.2934640049934387 324.8183898925781 322.9113464355469 None None None +12 2021 0.2934628129005432 324.8414001464844 322.9343566894531 None None None +12 2022 0.29350340366363525 324.8896179199219 322.9823303222656 None None None +12 2023 0.293473482131958 324.8680114746094 322.9609375 None None None +12 2024 0.29345470666885376 324.9019775390625 322.9950256347656 None None None +12 2025 0.2934148609638214 324.88079833984375 322.97412109375 None None None +12 2026 0.29342660307884216 324.8919372558594 322.98516845703125 None None None +12 2027 0.29345017671585083 324.8755798339844 322.96868896484375 None None None +12 2028 0.29350945353507996 324.8817138671875 322.97442626953125 None None None +12 2029 0.2935001254081726 324.8838195800781 322.9765930175781 None None None +12 2030 0.29349270462989807 324.8589782714844 322.9518127441406 None None None +12 2031 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324.835693359375 322.92779541015625 None None None +12 2057 0.29363977909088135 324.82830810546875 322.920166015625 None None None +12 2058 0.2936363220214844 324.8133239746094 322.90521240234375 None None None +12 2059 0.29362019896507263 324.8092041015625 322.90118408203125 None None None +12 2060 0.29364222288131714 324.7803955078125 322.8722229003906 None None None +12 2061 0.2936638295650482 324.7984619140625 322.8901672363281 None None None +12 2062 0.29370519518852234 324.8039855957031 322.8954162597656 None None None +12 2063 0.2936689853668213 324.8001403808594 322.89178466796875 None None None +12 2064 0.29364103078842163 324.809814453125 322.9016418457031 None None None +12 2065 0.2935905158519745 324.78131103515625 322.8735046386719 None None None +12 2066 0.2935607135295868 324.7613830566406 322.8537902832031 None None None +12 2067 0.29351118206977844 324.7223205566406 322.8150634765625 None None None +12 2068 0.2935082018375397 324.720703125 322.8134765625 None None None 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0.2770324945449829 320.9710388183594 319.170166015625 None None None +14 1879 0.27706146240234375 320.9564514160156 319.1553649902344 None None None +14 1880 0.2770548462867737 320.96868896484375 319.1676025390625 None None None +14 1881 0.2770285904407501 320.94854736328125 319.1476135253906 None None None +14 1882 0.2770070731639862 320.9415588378906 319.1407775878906 None None None +14 1883 0.27694952487945557 320.93170166015625 319.1313171386719 None None None +14 1884 0.27693748474121094 320.90643310546875 319.10614013671875 None None None +14 1885 0.27690568566322327 320.8872985839844 319.08721923828125 None None None +14 1886 0.27695056796073914 320.9087219238281 319.10833740234375 None None None +14 1887 0.276980459690094 320.9065856933594 319.1059875488281 None None None +14 1888 0.27696168422698975 320.8880920410156 319.087646484375 None None None +14 1889 0.27696478366851807 320.8818359375 319.08135986328125 None None None +14 1890 0.2769571840763092 320.8912048339844 319.09075927734375 None None None +14 1891 0.2769152522087097 320.8929443359375 319.0927429199219 None None None +14 1892 0.27686333656311035 320.8668212890625 319.0669860839844 None None None +14 1893 0.27686142921447754 320.8491516113281 319.0492858886719 None None None +14 1894 0.27698609232902527 320.8787536621094 319.0780944824219 None None None +14 1895 0.2770386338233948 320.8951416015625 319.0941467285156 None None None +14 1896 0.27703312039375305 320.8889465332031 319.08795166015625 None None None +14 1897 0.2769988775253296 320.907470703125 319.1067199707031 None None None +14 1898 0.2770473062992096 320.8814697265625 319.0804443359375 None None None +14 1899 0.2771233320236206 320.8966369628906 319.0950927734375 None None None +14 1900 0.27702951431274414 320.8897399902344 319.08880615234375 None None None +14 1901 0.27704501152038574 320.9032897949219 319.1022644042969 None None None +14 1902 0.2770126163959503 320.8927307128906 319.0919189453125 None None None +14 1903 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320.881591796875 319.0830993652344 None None None +14 1941 0.27668508887290955 320.9124450683594 319.1138000488281 None None None +14 1942 0.27668777108192444 320.9334411621094 319.13482666015625 None None None +14 1943 0.2766512632369995 320.9534606933594 319.1550598144531 None None None +14 1944 0.27672603726387024 320.9681396484375 319.1692810058594 None None None +14 1945 0.27674949169158936 320.984375 319.1853332519531 None None None +14 1946 0.27672767639160156 320.9674377441406 319.1685485839844 None None None +14 1947 0.2766568064689636 320.97357177734375 319.1751708984375 None None None +14 1948 0.27662232518196106 320.9519958496094 319.15380859375 None None None +14 1949 0.27659872174263 320.9269714355469 319.12890625 None None None +14 1950 0.27662986516952515 320.9084167480469 319.11016845703125 None None None +14 1951 0.27658310532569885 320.8883056640625 319.0903625488281 None None None +14 1952 0.27663320302963257 320.9178466796875 319.11956787109375 None None None +14 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319.151611328125 None None None +14 1966 0.27714139223098755 320.9442443847656 319.1426696777344 None None None +14 1967 0.2771810293197632 320.95257568359375 319.1507263183594 None None None +14 1968 0.27719029784202576 320.9595642089844 319.1576843261719 None None None +14 1969 0.27714958786964417 320.947265625 319.1456298828125 None None None +14 1970 0.2770923674106598 320.9110107421875 319.1097717285156 None None None +14 1971 0.2770838439464569 320.9354248046875 319.1342468261719 None None None +14 1972 0.2771168053150177 320.952880859375 319.1514892578125 None None None +14 1973 0.2771635949611664 320.9259948730469 319.124267578125 None None None +14 1974 0.2771621346473694 320.90625 319.1045227050781 None None None +14 1975 0.2771439850330353 320.9283752441406 319.1267395019531 None None None +14 1976 0.27706921100616455 320.89337158203125 319.09222412109375 None None None +14 1977 0.2771188020706177 320.8872985839844 319.0858154296875 None None None +14 1978 0.2771143913269043 320.8916931152344 319.09027099609375 None None None +14 1979 0.27703598141670227 320.905517578125 319.1045837402344 None None None +14 1980 0.2770237922668457 320.89520263671875 319.0943298339844 None None None +14 1981 0.2770276963710785 320.93280029296875 319.1319274902344 None None None +14 1982 0.2771671712398529 320.9630432128906 319.1612243652344 None None None +14 1983 0.2771538496017456 320.9542236328125 319.1524963378906 None None None +14 1984 0.2771281898021698 320.9443054199219 319.14276123046875 None None None +14 1985 0.2770693600177765 320.9407653808594 319.1396179199219 None None None +14 1986 0.2770501673221588 320.98406982421875 319.18304443359375 None None None +14 1987 0.27701154351234436 320.9455261230469 319.1447448730469 None None None +14 1988 0.2770349383354187 320.91461181640625 319.1136779785156 None None None +14 1989 0.2770135998725891 320.91497802734375 319.1141662597656 None None None +14 1990 0.2770134508609772 320.8796691894531 319.078857421875 None 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320.77044677734375 318.9710693359375 None None None +14 2004 0.27675554156303406 320.7552795410156 318.9561462402344 None None None +14 2005 0.27675116062164307 320.7469787597656 318.9478759765625 None None None +14 2006 0.2767365276813507 320.73162841796875 318.9326477050781 None None None +14 2007 0.2767691910266876 320.7471923828125 318.947998046875 None None None +14 2008 0.2767568528652191 320.7290344238281 318.92987060546875 None None None +14 2009 0.27674734592437744 320.7103576660156 318.9112854003906 None None None +14 2010 0.2768136262893677 320.6759033203125 318.8763732910156 None None None +14 2011 0.2768532335758209 320.69232177734375 318.8925476074219 None None None +14 2012 0.27700236439704895 320.6698303222656 318.86907958984375 None None None +14 2013 0.27699244022369385 320.6584167480469 318.8577575683594 None None None +14 2014 0.27696800231933594 320.6177978515625 318.8172607421875 None None None +14 2015 0.2769124209880829 320.593505859375 318.7933654785156 None 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None +15 1927 0.2586950361728668 318.17626953125 316.4945068359375 None None None +15 1928 0.25872310996055603 318.1609191894531 316.4789733886719 None None None +15 1929 0.25871819257736206 318.1204528808594 316.4385070800781 None None None +15 1930 0.25869375467300415 318.11517333984375 316.43341064453125 None None None +15 1931 0.2586895823478699 318.0881042480469 316.4063415527344 None None None +15 1932 0.2586830258369446 318.0810852050781 316.3993835449219 None None None +15 1933 0.2586956322193146 318.0868835449219 316.40509033203125 None None None +15 1934 0.25865438580513 318.0722351074219 316.39068603515625 None None None +15 1935 0.25865331292152405 318.0568542480469 316.37530517578125 None None None +15 1936 0.2587233781814575 318.0206604003906 316.33868408203125 None None None +15 1937 0.2587209939956665 318.01190185546875 316.32989501953125 None None None +15 1938 0.25878697633743286 318.0360412597656 316.35357666015625 None None None +15 1939 0.25875675678253174 318.06903076171875 316.38677978515625 None None None +15 1940 0.25874415040016174 318.04718017578125 316.3650207519531 None None None +15 1941 0.2587365508079529 318.07769775390625 316.39556884765625 None None None +15 1942 0.2587120831012726 318.0770568847656 316.39508056640625 None None None +15 1943 0.2587311267852783 318.0816650390625 316.3995666503906 None None None +15 1944 0.25867217779159546 318.0875244140625 316.40582275390625 None None None +15 1945 0.2586890757083893 318.1115417480469 316.42974853515625 None None None +15 1946 0.25868070125579834 318.1025390625 316.4207763671875 None None None +15 1947 0.2586456537246704 318.10626220703125 316.42474365234375 None None None +15 1948 0.2586880624294281 318.0984191894531 316.4165954589844 None None None +15 1949 0.2586256265640259 318.1126708984375 316.4312438964844 None None None +15 1950 0.2586837410926819 318.1476745605469 316.4658508300781 None None None +15 1951 0.2586680054664612 318.14678955078125 316.465087890625 None None None +15 1952 0.2586272954940796 318.1766357421875 316.4952087402344 None None None +15 1953 0.2585805356502533 318.1627502441406 316.4815673828125 None None None +15 1954 0.25859636068344116 318.21624755859375 316.5349426269531 None None None +15 1955 0.25859832763671875 318.2469787597656 316.565673828125 None None None +15 1956 0.25860756635665894 318.2098693847656 316.5285339355469 None None None +15 1957 0.25855663418769836 318.2279052734375 316.5469055175781 None None None +15 1958 0.2585107386112213 318.23974609375 316.55902099609375 None None None +15 1959 0.2585170269012451 318.2429504394531 316.5622253417969 None None None +15 1960 0.25854015350341797 318.23822021484375 316.55731201171875 None None None +15 1961 0.258520245552063 318.23211669921875 316.55133056640625 None None None +15 1962 0.25853800773620605 318.2301330566406 316.5492248535156 None None None +15 1963 0.2585935890674591 318.2268981933594 316.545654296875 None None None +15 1964 0.2586323916912079 318.2509460449219 316.5694274902344 None None None +15 1965 0.25869783759117126 318.2542724609375 316.5722961425781 None None None +15 1966 0.2586735785007477 318.2578430175781 316.5760192871094 None None None +15 1967 0.2586798071861267 318.2234191894531 316.54156494140625 None None None +15 1968 0.2587309181690216 318.2126159667969 316.53045654296875 None None None +15 1969 0.25878623127937317 318.22686767578125 316.5443420410156 None None None +15 1970 0.2587776184082031 318.26031494140625 316.57781982421875 None None None +15 1971 0.2587353587150574 318.2543640136719 316.5721130371094 None None None +15 1972 0.25869497656822205 318.2440490722656 316.56207275390625 None None None +15 1973 0.25876230001449585 318.25128173828125 316.56884765625 None None None +15 1974 0.2587698996067047 318.2358703613281 316.5533752441406 None None None +15 1975 0.258770227432251 318.20416259765625 316.52166748046875 None None None +15 1976 0.25872716307640076 318.19415283203125 316.5119323730469 None None None +15 1977 0.25872644782066345 318.2080993652344 316.52587890625 None None None +15 1978 0.2586618661880493 318.1997985839844 316.51800537109375 None None None +15 1979 0.25859832763671875 318.216796875 316.5354309082031 None None None +15 1980 0.25853002071380615 318.20831298828125 316.5273742675781 None None None +15 1981 0.258487343788147 318.1905212402344 316.5098571777344 None None None +15 1982 0.25846293568611145 318.181396484375 316.50091552734375 None None None +15 1983 0.2584809958934784 318.1408996582031 316.4603271484375 None None None +15 1984 0.2584572732448578 318.1266174316406 316.4461975097656 None None None +15 1985 0.2584976851940155 318.1021423339844 316.42144775390625 None None None +15 1986 0.2585846483707428 318.14935302734375 316.4681396484375 None None None +15 1987 0.25859588384628296 318.14910888671875 316.4678039550781 None None None +15 1988 0.25854334235191345 318.1447448730469 316.4637756347656 None None None +15 1989 0.2584870159626007 318.12286376953125 316.4422607421875 None None None +15 1990 0.25852906703948975 318.14019775390625 316.45928955078125 None None None +15 1991 0.2585655152797699 318.1540222167969 316.4728698730469 None None None +15 1992 0.258527547121048 318.1520080566406 316.4710998535156 None None None +15 1993 0.2585046589374542 318.138671875 316.4579162597656 None None None +15 1994 0.2584936320781708 318.1521911621094 316.4714660644531 None None None +15 1995 0.2584940791130066 318.1424255371094 316.46173095703125 None None None +15 1996 0.25849953293800354 318.12994384765625 316.4491882324219 None None None +15 1997 0.25847259163856506 318.1204528808594 316.43988037109375 None None None +15 1998 0.25845620036125183 318.1138916015625 316.43341064453125 None None None +15 1999 0.2584441900253296 318.0914611816406 316.4111022949219 None None None +15 2000 0.2584914565086365 318.0626220703125 316.3819274902344 None None None +15 2001 0.2584446668624878 318.0448913574219 316.3644714355469 None None None +15 2002 0.25842469930648804 318.0724792480469 316.3921813964844 None None None +15 2003 0.25840994715690613 318.096923828125 316.4167785644531 None None None +15 2004 0.25835171341896057 318.0907287597656 316.4109191894531 None None None +15 2005 0.2583535611629486 318.06658935546875 316.38677978515625 None None None +15 2006 0.2584017217159271 318.07513427734375 316.39501953125 None None None +15 2007 0.25840258598327637 318.0686950683594 316.3885803222656 None None None +15 2008 0.25843220949172974 318.083740234375 316.4034423828125 None None None +15 2009 0.25840499997138977 318.0759582519531 316.3958435058594 None None None +15 2010 0.258405864238739 318.1034851074219 316.42333984375 None None None +15 2011 0.25838661193847656 318.1149597167969 316.4349365234375 None None None +15 2012 0.25841912627220154 318.1217956542969 316.44158935546875 None None None +15 2013 0.2584104835987091 318.11981201171875 316.4396667480469 None None None +15 2014 0.2583957016468048 318.1025695800781 316.42254638671875 None None None +15 2015 0.2585248649120331 318.080078125 316.3992004394531 None None None +15 2016 0.2585251033306122 318.0987854003906 316.4179382324219 None None None +15 2017 0.2585694193840027 318.10772705078125 316.42657470703125 None None None +15 2018 0.2585637867450714 318.1039733886719 316.4228210449219 None None None +15 2019 0.2585762143135071 318.0726623535156 316.3914489746094 None None None +15 2020 0.2586122155189514 318.0906982421875 316.4092712402344 None None None +15 2021 0.25863951444625854 318.1061096191406 316.4245300292969 None None None +15 2022 0.258655846118927 318.0618591308594 316.380126953125 None None None +15 2023 0.25863808393478394 318.0626220703125 316.3810119628906 None None None +15 2024 0.25866952538490295 318.05377197265625 316.3719787597656 None None None +15 2025 0.25865042209625244 318.05328369140625 316.37164306640625 None None None +15 2026 0.25864967703819275 318.0760803222656 316.3944396972656 None None None +15 2027 0.2586062252521515 318.0600280761719 316.378662109375 None None None +15 2028 0.2585892379283905 318.0517272949219 316.3704528808594 None None None +15 2029 0.25860723853111267 318.0501708984375 316.36883544921875 None None None +15 2030 0.2585902512073517 318.0486145019531 316.36737060546875 None None None +15 2031 0.25857895612716675 318.0470275878906 316.3658447265625 None None None +15 2032 0.2585482597351074 318.0604553222656 316.3795166015625 None None None +15 2033 0.2585303485393524 318.0550842285156 316.374267578125 None None None +15 2034 0.258521169424057 318.0580749511719 316.3772888183594 None None None +15 2035 0.2585168778896332 318.061279296875 316.3805236816406 None None None +15 2036 0.2585316598415375 318.0611267089844 316.3802795410156 None None None +15 2037 0.2585456967353821 318.0806579589844 316.39971923828125 None None None +15 2038 0.25848692655563354 318.07122802734375 316.3906555175781 None None None +15 2039 0.2584899067878723 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0.25012698769569397 314.97686767578125 313.35113525390625 None None None +16 1910 0.2501280605792999 314.9810485839844 313.35528564453125 None None None +16 1911 0.250076025724411 314.98651123046875 313.361083984375 None None None +16 1912 0.2500791549682617 314.9787902832031 313.3533630371094 None None None +16 1913 0.2500523328781128 314.987548828125 313.3623046875 None None None +16 1914 0.2500682473182678 314.9560546875 313.3307189941406 None None None +16 1915 0.2500823438167572 314.97210693359375 313.3466796875 None None None +16 1916 0.25009486079216003 314.9831848144531 313.3576354980469 None None None +16 1917 0.2501397728919983 315.0200500488281 313.39422607421875 None None None +16 1918 0.25014328956604004 315.0582580566406 313.4324035644531 None None None +16 1919 0.2501182556152344 315.07763671875 313.4519348144531 None None None +16 1920 0.25005796551704407 315.07427978515625 313.448974609375 None None None +16 1921 0.25006288290023804 315.0598449707031 313.43450927734375 None None None +16 1922 0.2501280903816223 315.0945739746094 313.46881103515625 None None None +16 1923 0.25014543533325195 315.08953857421875 313.463623046875 None None None +16 1924 0.25012075901031494 315.0800476074219 313.4543151855469 None None None +16 1925 0.2500758469104767 315.0688781738281 313.4434509277344 None None None +16 1926 0.25017648935317993 315.0494079589844 313.42333984375 None None None +16 1927 0.25014927983283997 315.0658874511719 313.4399719238281 None None None +16 1928 0.25013813376426697 315.0603332519531 313.4344482421875 None None None +16 1929 0.25022822618484497 315.0679626464844 313.4415283203125 None None None +16 1930 0.25017935037612915 315.07000732421875 313.4438781738281 None None None +16 1931 0.2501569390296936 315.0347900390625 313.4088134765625 None None None +16 1932 0.25012239813804626 315.0560302734375 313.43023681640625 None None None +16 1933 0.2500770092010498 315.04736328125 313.4218444824219 None None None +16 1934 0.25005024671554565 315.03564453125 313.41033935546875 None None None +16 1935 0.25002825260162354 315.0191955566406 313.3940124511719 None None None +16 1936 0.25001952052116394 314.999267578125 313.3741455078125 None None None +16 1937 0.2499619573354721 315.0220947265625 313.3973693847656 None None None +16 1938 0.249937042593956 315.0312194824219 313.40667724609375 None None None +16 1939 0.24997366964817047 315.0444641113281 313.4197082519531 None None None +16 1940 0.2499428391456604 315.03875732421875 313.4141845703125 None None None +16 1941 0.2499430775642395 315.01922607421875 313.3946533203125 None None None +16 1942 0.2500131130218506 315.025146484375 313.40008544921875 None None None +16 1943 0.24999262392520905 315.0145263671875 313.38958740234375 None None None +16 1944 0.24993182718753815 315.0597839355469 313.43524169921875 None None None +16 1945 0.24989338219165802 315.04937744140625 313.42510986328125 None None None +16 1946 0.24992530047893524 315.0333251953125 313.40887451171875 None 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314.8983459472656 313.2753601074219 None None None +16 1960 0.2496728152036667 314.8931579589844 313.2702941894531 None None None +16 1961 0.24964182078838348 314.87603759765625 313.25335693359375 None None None +16 1962 0.249614879488945 314.8603515625 313.2378845214844 None None None +16 1963 0.24958637356758118 314.8825378417969 313.2602844238281 None None None +16 1964 0.2495550513267517 314.91326904296875 313.2912292480469 None None None +16 1965 0.24961884319782257 314.9359130859375 313.31341552734375 None None None +16 1966 0.24971827864646912 314.9759826660156 313.3528747558594 None None None +16 1967 0.24970130622386932 314.982666015625 313.35968017578125 None None None +16 1968 0.24967846274375916 315.00433349609375 313.3815002441406 None None None +16 1969 0.24970276653766632 315.0251159667969 313.4021301269531 None None None +16 1970 0.24967314302921295 315.0152587890625 313.3924560546875 None None None +16 1971 0.24962390959262848 315.0063781738281 313.3839111328125 None 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None +16 1997 0.24964971840381622 315.0649108886719 313.44219970703125 None None None +16 1998 0.24963146448135376 315.0649108886719 313.4422912597656 None None None +16 1999 0.24962034821510315 315.0621643066406 313.4396667480469 None None None +16 2000 0.24959053099155426 315.08612060546875 313.4637756347656 None None None +16 2001 0.24957232177257538 315.1202697753906 313.498046875 None None None +16 2002 0.2495221048593521 315.12255859375 313.50067138671875 None None None +16 2003 0.24955269694328308 315.1219787597656 313.4999084472656 None None None +16 2004 0.24952301383018494 315.1232604980469 313.5013732910156 None None None +16 2005 0.2495303899049759 315.1402893066406 313.518310546875 None None None +16 2006 0.249496728181839 315.125244140625 313.5035095214844 None None None +16 2007 0.2494870126247406 315.12249755859375 313.50079345703125 None None None +16 2008 0.24957755208015442 315.1542053222656 313.53192138671875 None None None +16 2009 0.24964644014835358 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313.4740905761719 None None None +16 2435 0.24936361610889435 315.0743103027344 313.453369140625 None None None +16 2436 0.24934124946594238 315.11480712890625 313.4939880371094 None None None +16 2437 0.24931533634662628 315.1001892089844 313.47955322265625 None None None +16 2438 0.24930258095264435 315.085205078125 313.46466064453125 None None None +16 2439 0.2493547946214676 315.0651550292969 313.44427490234375 None None None +16 2440 0.24936361610889435 315.0790710449219 313.4581298828125 None None None +16 2441 0.2493714839220047 315.09967041015625 313.4786682128906 None None None +16 2442 0.2493371218442917 315.086181640625 313.4654235839844 None None None +16 2443 0.24935322999954224 315.10186767578125 313.4809875488281 None None None +16 2444 0.24937616288661957 315.1151428222656 313.4941101074219 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..213ba8862e0ae4220fc3ef1d542813852cfe0f9e --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:39:17.697684: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:21.243421: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:21.248536: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:39:21.271470: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:39:21.271584: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:21.301211: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:21.301354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:21.316653: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:21.323502: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:21.349082: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:21.355828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:21.357465: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:21.359450: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:21.359830: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:39:21.360835: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:21.361116: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:39:21.361150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:21.361184: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:21.361208: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:21.361233: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:21.361256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:21.361300: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:21.361326: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:21.361350: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:21.361729: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:21.363230: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:23.569828: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:39:23.569940: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:39:23.569961: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:39:23.573563: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:04:00.0, compute capability: 6.0) +2023-07-16 23:39:24.581851: 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.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..23dca0bc8ed5d3582aceef108edbd16d3a879bbf --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/new_model_formats/bias_model_scaled diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet.params.json b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..69aab480e16ef92f67ffef1a4b12ab0bd4934fb9 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "6.5", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "splits/fold_0.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..19a13e6f9f36730fceb9f5c21e1b646f15b1f2be --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 6.0 +counts_sum_max_thresh 2901.88 +trainings_pts_post_thresh 170488 diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..9feed96bd1f6495be31ba2bec4441c96760517ee --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 13:04:13.965553: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:16.782400: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:16.786100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 13:04:16.985076: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 13:04:16.985181: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.007880: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.007948: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.019915: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.025049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.042624: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.047308: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.048324: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.079649: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.080075: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 13:04:17.081121: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.094672: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 13:04:17.094713: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.094743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.094760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.094776: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.094791: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.094806: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.094820: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.094835: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.125434: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.127078: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:20.499425: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 13:04:20.499542: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 13:04:20.499558: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 13:04:20.506818: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-07-17 13:04:23.123391: 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.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..66216924f71406ee97f8264b3fc4d5676d584c42 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/new_model_formats/chrombpnet diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9a0ad5cbf5d931b942c01bab8768d86ebf91483c --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 6.5 +filters 512 +n_dil_layers 8 +bias_model_path chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a6bec279a9523ace888857076c778de1e211f41 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a6bec279a9523ace888857076c778de1e211f41 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..691dac1c0e0848443d76f8a069b70a1362508460 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.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 +0,1.130052089691162,369.216552734375,376.5621032714844,0.5490089058876038,359.511474609375,363.0797119140625 +1,0.5247467756271362,352.20452880859375,355.6154479980469,0.41357555985450745,354.0384216308594,356.72662353515625 +2,0.47385528683662415,346.18292236328125,349.26312255859375,0.46088919043540955,352.51019287109375,355.50604248046875 +3,0.44637155532836914,342.85113525390625,345.75262451171875,0.3539409339427948,351.16082763671875,353.46112060546875 +4,0.4219280183315277,340.4607849121094,343.20343017578125,0.34231728315353394,349.05828857421875,351.2833251953125 +5,0.40299898386001587,338.2037353515625,340.8228759765625,0.3354872763156891,351.0819396972656,353.2626037597656 +6,0.38729172945022583,336.6048583984375,339.1216735839844,0.33433863520622253,350.3377990722656,352.51116943359375 +7,0.3728210926055908,334.4195556640625,336.84332275390625,0.3243592381477356,347.4803161621094,349.58856201171875 +8,0.36381131410598755,333.1907958984375,335.5550537109375,0.3666231632232666,349.91455078125,352.29754638671875 +9,0.35766202211380005,331.6991882324219,334.02362060546875,0.34783804416656494,350.3726501464844,352.6336669921875 +10,0.34886085987091064,330.7804260253906,333.048828125,0.3196626305580139,350.32159423828125,352.3993225097656 +11,0.31016862392425537,325.9654541015625,327.9813232421875,0.30734512209892273,346.2306823730469,348.2284240722656 +12,0.29519832134246826,322.6603698730469,324.5782470703125,0.3181401193141937,348.7048645019531,350.7729797363281 +13,0.28457197546958923,320.23541259765625,322.0848083496094,0.3131084144115448,348.1142578125,350.149658203125 +14,0.27705323696136475,319.09832763671875,320.8991394042969,0.31166762113571167,350.2964172363281,352.322265625 +15,0.2585679590702057,315.8419189453125,317.5230407714844,0.310244083404541,350.39801025390625,352.41461181640625 +16,0.24937616288661957,313.4941101074219,315.1151428222656,0.31092849373817444,350.7561950683594,352.77740478515625 diff --git a/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.stdout_v1.txt b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68a0b579f23c298db0a567dc6c83074206e16b7 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR541PUY/logfile.modelling.fold_0.ENCSR541PUY.stdout_v1.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f37a0ddc789be8f1e460fbc60462fab83ee6994f0befe6ecc240a00ce0726634 +size 12790363 diff --git a/fold_0/model.bias_scaled.fold_0.ENCSR541PUY.h5 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b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.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//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.batch_loss.tsv b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..31aecbb1044826acbfd6246488d56508a6bba346 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.batch_loss.tsv @@ -0,0 +1,33405 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss 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1.784618854522705 380.4806823730469 368.8804931640625 None None None +0 1836 1.7839888334274292 380.4368591308594 368.8407897949219 None None None +0 1837 1.7835807800292969 380.43017578125 368.8367004394531 None None None +0 1838 1.7829642295837402 380.38690185546875 368.7974548339844 None None None +0 1839 1.7823636531829834 380.361572265625 368.7760314941406 None None None +0 1840 1.781835913658142 380.353759765625 368.77166748046875 None None None +0 1841 1.7813942432403564 380.3410949707031 368.7618408203125 None None None +0 1842 1.780763864517212 380.3062744140625 368.7311096191406 None None None +0 1843 1.7802940607070923 380.31878662109375 368.7466735839844 None None None +0 1844 1.7796944379806519 380.2800598144531 368.71185302734375 None None None +0 1845 1.7790753841400146 380.2415466308594 368.6773681640625 None None None +0 1846 1.7784978151321411 380.2008972167969 368.6405029296875 None None None +0 1847 1.7778860330581665 380.1841125488281 368.627685546875 None None 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368.4151916503906 None None None +0 1861 1.7699148654937744 379.9195251464844 368.4147644042969 None None None +0 1862 1.7694281339645386 379.9057922363281 368.4041748046875 None None None +0 1863 1.768906831741333 379.87738037109375 368.379150390625 None None None +0 1864 1.7684056758880615 379.865966796875 368.37103271484375 None None None +0 1865 1.7678521871566772 379.86260986328125 368.3712158203125 None None None +0 1866 1.7673991918563843 379.9053039550781 368.4168701171875 None None None +0 1867 1.7668893337249756 379.89984130859375 368.41473388671875 None None None +0 1868 1.7662925720214844 379.8751525878906 368.3939208984375 None None None +0 1869 1.765641212463379 379.8251037597656 368.34808349609375 None None None +0 1870 1.765183448791504 379.84027099609375 368.36627197265625 None None None +0 1871 1.764692783355713 379.8211364746094 368.3503112792969 None None None +0 1872 1.7640944719314575 379.77825927734375 368.3113098144531 None None None +0 1873 1.7634775638580322 379.7622375488281 368.2992858886719 None None None +0 1874 1.7628108263015747 379.7199401855469 368.2613220214844 None None None +0 1875 1.762229084968567 379.69390869140625 368.2390441894531 None None None +0 1876 1.7617988586425781 379.7071228027344 368.25506591796875 None None None +0 1877 1.761149525642395 379.6606140136719 368.2127990722656 None None None +0 1878 1.7604819536209106 379.6271057128906 368.1836242675781 None None None +0 1879 1.759777307510376 379.5742492675781 368.13531494140625 None None None +0 1880 1.7591286897659302 379.5409851074219 368.10626220703125 None None None +0 1881 1.7586508989334106 379.55938720703125 368.1278076171875 None None None +0 1882 1.7582011222839355 379.5703125 368.1416320800781 None None None +0 1883 1.7575809955596924 379.5240173339844 368.099365234375 None None None +0 1884 1.7571269273757935 379.5316467285156 368.10992431640625 None None None +0 1885 1.7565990686416626 379.5296325683594 368.111328125 None None None +0 1886 1.7559690475463867 379.4896240234375 368.07537841796875 None None None +0 1887 1.75546133518219 379.46649169921875 368.0555419921875 None None None +0 1888 1.7551521062850952 379.5268249511719 368.1178894042969 None None None +0 1889 1.7547016143798828 379.5435791015625 368.1375732421875 None None None +0 1890 1.7543481588363647 379.56378173828125 368.1600646972656 None None None +0 1891 1.753774881362915 379.55859375 368.1585998535156 None None None +0 1892 1.753366470336914 379.55908203125 368.1617431640625 None None None +0 1893 1.7527239322662354 379.51300048828125 368.1198425292969 None None None +0 1894 1.7521162033081055 379.4870300292969 368.0978088378906 None None None +0 1895 1.7516136169433594 379.47283935546875 368.0868835449219 None None None +0 1896 1.7509186267852783 379.4212951660156 368.03985595703125 None None None +0 1897 1.750610113143921 379.4576416015625 368.07818603515625 None None None +0 1898 1.7500330209732056 379.4185791015625 368.0428771972656 None None None 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367.9270324707031 None None None +0 1925 1.7364733219146729 379.1903076171875 367.9027099609375 None None None +0 1926 1.7359699010849 379.1711120605469 367.88677978515625 None None None +0 1927 1.7355077266693115 379.1724853515625 367.8911437988281 None None None +0 1928 1.7349812984466553 379.1608581542969 367.8829345703125 None None None +0 1929 1.7345460653305054 379.18377685546875 367.9086608886719 None None None +0 1930 1.7340842485427856 379.1992492675781 367.92718505859375 None None None +0 1931 1.7334730625152588 379.159423828125 367.8913269042969 None None None +0 1932 1.7330129146575928 379.15777587890625 367.8927001953125 None None None +0 1933 1.7324504852294922 379.1517333984375 367.89031982421875 None None None +0 1934 1.731899380683899 379.1391906738281 367.88134765625 None None None +0 1935 1.7312794923782349 379.087646484375 367.8338623046875 None None None +0 1936 1.7307872772216797 379.0599060058594 367.809326171875 None None None +0 1937 1.7304058074951172 379.0595703125 367.81146240234375 None None None +0 1938 1.7300130128860474 379.0914001464844 367.8458557128906 None None None +0 1939 1.729586124420166 379.108154296875 367.8653564453125 None None None +0 1940 1.7291700839996338 379.0975646972656 367.85748291015625 None None None +0 1941 1.7287781238555908 379.10406494140625 367.8665771484375 None None None +0 1942 1.7282156944274902 379.07879638671875 367.84490966796875 None None None +0 1943 1.7276692390441895 379.04937744140625 367.8190612792969 None None None +0 1944 1.7270750999450684 379.027587890625 367.8011169433594 None None None +0 1945 1.726604700088501 379.03466796875 367.811279296875 None None None +0 1946 1.7260478734970093 378.9912414550781 367.77142333984375 None None None +0 1947 1.7255682945251465 378.9687805175781 367.7521057128906 None None None +0 1948 1.7250549793243408 378.9642333984375 367.75091552734375 None None None +0 1949 1.72455632686615 378.9403076171875 367.7302551269531 None None None +0 1950 1.7239999771118164 378.89788818359375 367.6914367675781 None None None +0 1951 1.723447561264038 378.87847900390625 367.67559814453125 None None None +0 1952 1.7229804992675781 378.86676025390625 367.66693115234375 None None None +0 1953 1.7225302457809448 378.869140625 367.6722412109375 None None None +0 1954 1.7221064567565918 378.8582458496094 367.6640930175781 None None None +0 1955 1.7217397689819336 378.87762451171875 367.6858825683594 None None None +0 1956 1.721371054649353 378.8711853027344 367.68182373046875 None None None +0 1957 1.7209609746932983 378.871337890625 367.6846923828125 None None None +0 1958 1.7204174995422363 378.8453674316406 367.6622619628906 None None None +0 1959 1.719950556755066 378.8170471191406 367.6369323730469 None None None +0 1960 1.7193186283111572 378.7830810546875 367.6070861816406 None None None +0 1961 1.71894109249115 378.8099670410156 367.63641357421875 None None None +0 1962 1.7186678647994995 378.8107604980469 367.6390075683594 None None None +0 1963 1.7183572053909302 378.87359619140625 367.703857421875 None None None +0 1964 1.7177141904830933 378.8112487792969 367.64569091796875 None None None +0 1965 1.7172068357467651 378.8133544921875 367.6510925292969 None None None +0 1966 1.7166804075241089 378.8260498046875 367.6672058105469 None None None +0 1967 1.716148018836975 378.8154602050781 367.6600646972656 None None None +0 1968 1.7157505750656128 378.7884216308594 367.6356201171875 None None None +0 1969 1.7152764797210693 378.8297119140625 367.67999267578125 None None None +0 1970 1.714820384979248 378.8404541015625 367.6936950683594 None None None +0 1971 1.7142976522445679 378.8238830566406 367.6805114746094 None None None +0 1972 1.7137118577957153 378.7923278808594 367.65277099609375 None None None +0 1973 1.7131397724151611 378.7789611816406 367.6430969238281 None None None +0 1974 1.7126919031143188 378.754150390625 367.6211853027344 None None None +0 1975 1.712273120880127 378.7884521484375 367.658203125 None None None +0 1976 1.7119539976119995 378.802490234375 367.67431640625 None None None +0 1977 1.7115256786346436 378.83740234375 367.7120056152344 None None None +0 1978 1.711040735244751 378.856689453125 367.7344055175781 None None None +0 1979 1.7104085683822632 378.84783935546875 367.72967529296875 None None None +0 1980 1.7100683450698853 378.8797302246094 367.76373291015625 None None None +0 1981 1.7095810174942017 378.8536376953125 367.7408447265625 None None None +0 1982 1.7091025114059448 378.8746643066406 367.7649841308594 None None None +0 1983 1.7085787057876587 378.8710632324219 367.7647705078125 None None None +0 1984 1.708125352859497 378.8621520996094 367.7588195800781 None None None +0 1985 1.7075961828231812 378.85089111328125 367.7510070800781 None None None +0 1986 1.7070426940917969 378.828369140625 367.7320556640625 None None None +0 1987 1.7064396142959595 378.8113708496094 367.7190246582031 None None None +0 1988 1.7058532238006592 378.77606201171875 367.6875305175781 None None None +0 1989 1.7055840492248535 378.7745666503906 367.6877746582031 None None None +0 1990 1.7051175832748413 378.79071044921875 367.7069396972656 None None None +0 1991 1.7046411037445068 378.7989196777344 367.7182922363281 None None None +0 1992 1.7042428255081177 378.8329772949219 367.7549133300781 None None None +0 1993 1.703829050064087 378.8739929199219 367.79864501953125 None None None +0 1994 1.7033686637878418 378.87249755859375 367.8001403808594 None None None +0 1995 1.702820062637329 378.848876953125 367.78009033203125 None None None +0 1996 1.7023073434829712 378.81884765625 367.75335693359375 None None None +0 1997 1.7018133401870728 378.8091125488281 367.746826171875 None None None +0 1998 1.7011828422546387 378.754150390625 367.69598388671875 None None None +0 1999 1.7008544206619263 378.7501220703125 367.6941223144531 None None None +0 2000 1.7006142139434814 378.7510986328125 367.6966857910156 None None None +0 2001 1.700329303741455 378.7808837890625 367.72833251953125 None None None +0 2002 1.699853539466858 378.7789306640625 367.7294616699219 None None None +0 2003 1.6993541717529297 378.7742919921875 367.7280578613281 None None None +0 2004 1.6991931200027466 378.8187255859375 367.7735595703125 None None None +0 2005 1.6987175941467285 378.8002624511719 367.7582092285156 None None None +0 2006 1.6983351707458496 378.7981872558594 367.75860595703125 None None None +0 2007 1.6977875232696533 378.7801818847656 367.7441711425781 None None None +0 2008 1.6973686218261719 378.74774169921875 367.7144470214844 None None None +0 2009 1.6969363689422607 378.7847900390625 367.7543029785156 None None None +0 2010 1.6964607238769531 378.784912109375 367.7575378417969 None None None +0 2011 1.69601309299469 378.79522705078125 367.770751953125 None None None +0 2012 1.6955353021621704 378.7909851074219 367.7696533203125 None None None +0 2013 1.695021152496338 378.777587890625 367.75958251953125 None None None +0 2014 1.6945607662200928 378.7566833496094 367.74163818359375 None None None +0 2015 1.694156289100647 378.7731628417969 367.7607727050781 None None None +0 2016 1.693837285041809 378.80029296875 367.78997802734375 None None None +0 2017 1.6932584047317505 378.7724914550781 367.76593017578125 None None None +0 2018 1.692697525024414 378.7486267089844 367.7457275390625 None None None +0 2019 1.6923431158065796 378.7720031738281 367.77142333984375 None None None +0 2020 1.69182288646698 378.74029541015625 367.74310302734375 None None None +0 2021 1.6914522647857666 378.8079833984375 367.81317138671875 None None None +0 2022 1.6909836530685425 378.791259765625 367.79949951171875 None None None +0 2023 1.690471887588501 378.7862243652344 367.79779052734375 None None None +0 2024 1.6899889707565308 378.8134765625 367.82818603515625 None None None +0 2025 1.6894556283950806 378.8058776855469 367.8240661621094 None None None +0 2026 1.6889468431472778 378.8131408691406 367.8346252441406 None None 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0.4899826645851135 345.9926452636719 342.80792236328125 None None None +2 1953 0.48996612429618835 345.9740295410156 342.7893981933594 None None None +2 1954 0.4900023639202118 345.9678649902344 342.7829895019531 None None None +2 1955 0.4899492561817169 345.9717712402344 342.7872009277344 None None None +2 1956 0.4899572730064392 345.94073486328125 342.756103515625 None None None +2 1957 0.4900161027908325 345.9642639160156 342.7792663574219 None None None +2 1958 0.4900864362716675 345.9651794433594 342.77972412109375 None None None +2 1959 0.49003806710243225 345.9500427246094 342.764892578125 None None None +2 1960 0.48996418714523315 345.9242858886719 342.7396240234375 None None None +2 1961 0.48988455533981323 345.9372863769531 342.7531433105469 None None None +2 1962 0.48992177844047546 345.94793701171875 342.7635192871094 None None None +2 1963 0.48996949195861816 345.9495849609375 342.7648620605469 None None None +2 1964 0.4899579882621765 345.9453430175781 342.7607116699219 None None None +2 1965 0.48998355865478516 345.9825134277344 342.7976989746094 None None None +2 1966 0.4899946451187134 346.03582763671875 342.8509521484375 None None None +2 1967 0.49000564217567444 346.0294494628906 342.84454345703125 None None None +2 1968 0.48994091153144836 346.0370788574219 342.85260009765625 None None None +2 1969 0.4898437559604645 346.0044250488281 342.8205871582031 None None None +2 1970 0.4897918403148651 345.9740905761719 342.7905578613281 None None None +2 1971 0.48975738883018494 345.94354248046875 342.76025390625 None None None +2 1972 0.48970291018486023 345.8930969238281 342.7101745605469 None None None +2 1973 0.48987704515457153 345.92840576171875 342.7443542480469 None None None +2 1974 0.4899490177631378 345.9046936035156 342.72021484375 None None None +2 1975 0.4899653196334839 345.8873596191406 342.7027587890625 None None None +2 1976 0.48999395966529846 345.84844970703125 342.6636657714844 None None None +2 1977 0.49003809690475464 345.8540954589844 342.6690368652344 None None None +2 1978 0.4899739623069763 345.83636474609375 342.6517028808594 None None None +2 1979 0.4899093210697174 345.82080078125 342.6365661621094 None None None +2 1980 0.48999738693237305 345.83489990234375 342.65008544921875 None None None +2 1981 0.49012482166290283 345.8383483886719 342.6527099609375 None None None +2 1982 0.49006643891334534 345.8094177246094 342.6241455078125 None None None +2 1983 0.490025132894516 345.775146484375 342.5901794433594 None None None +2 1984 0.48988398909568787 345.73858642578125 342.55450439453125 None None None +2 1985 0.48988568782806396 345.7918395996094 342.6077575683594 None None None +2 1986 0.48980724811553955 345.7837829589844 342.6002197265625 None None None +2 1987 0.4898032546043396 345.7602844238281 342.5767517089844 None None None +2 1988 0.4897894561290741 345.74041748046875 342.5569763183594 None None None +2 1989 0.4897620975971222 345.7489318847656 342.565673828125 None None None +2 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345.7787170410156 342.595458984375 None None None +2 2016 0.48975783586502075 345.7593688964844 342.5762939453125 None None None +2 2017 0.4896883964538574 345.72613525390625 342.54351806640625 None None None +2 2018 0.4896152913570404 345.7054443359375 342.5233154296875 None None None +2 2019 0.48963984847068787 345.6927795410156 342.510498046875 None None None +2 2020 0.4895932376384735 345.6845703125 342.5025634765625 None None None +2 2021 0.4895462393760681 345.66815185546875 342.4864501953125 None None None +2 2022 0.48949503898620605 345.6694030761719 342.4880065917969 None None None +2 2023 0.48956677317619324 345.70458984375 342.5227355957031 None None None +2 2024 0.4895756244659424 345.6887512207031 342.5068664550781 None None None +2 2025 0.4894448518753052 345.6669616699219 342.4859313964844 None None None +2 2026 0.48933693766593933 345.6482238769531 342.4678955078125 None None None +2 2027 0.4892825186252594 345.6338195800781 342.453857421875 None None None +2 2028 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None +4 1906 0.4309806227684021 339.3353271484375 336.5334167480469 None None None +4 1907 0.4310171902179718 339.3216857910156 336.51953125 None None None +4 1908 0.43105438351631165 339.3429870605469 336.54058837890625 None None None +4 1909 0.43103450536727905 339.3670349121094 336.56475830078125 None None None +4 1910 0.43105795979499817 339.36962890625 336.5672302246094 None None None +4 1911 0.4310542643070221 339.41400146484375 336.6116027832031 None None None +4 1912 0.4310486614704132 339.41595458984375 336.6135559082031 None None None +4 1913 0.4309830367565155 339.427734375 336.6258239746094 None None None +4 1914 0.4309373199939728 339.4053039550781 336.6036376953125 None None None +4 1915 0.4309040307998657 339.4097595214844 336.6082763671875 None None None +4 1916 0.4309297502040863 339.4242858886719 336.6226501464844 None None None +4 1917 0.43092361092567444 339.39739990234375 336.5957946777344 None None None +4 1918 0.4308829605579376 339.3858947753906 336.5845642089844 None None None +4 1919 0.4308868944644928 339.3660888671875 336.5647277832031 None None None +4 1920 0.43090662360191345 339.3580017089844 336.5565185546875 None None None +4 1921 0.4309050142765045 339.38568115234375 336.58416748046875 None None None +4 1922 0.43085065484046936 339.35491943359375 336.55377197265625 None None None +4 1923 0.43078529834747314 339.3584289550781 336.5577392578125 None None None +4 1924 0.43073225021362305 339.3700256347656 336.5697021484375 None None None +4 1925 0.4306190609931946 339.3097839355469 336.5101318359375 None None None +4 1926 0.4305732250213623 339.2823181152344 336.4830017089844 None None None +4 1927 0.43055352568626404 339.2943115234375 336.4951171875 None None None +4 1928 0.43057456612586975 339.33489990234375 336.5355529785156 None None None +4 1929 0.43055808544158936 339.29766845703125 336.49847412109375 None None None +4 1930 0.4305590093135834 339.326416015625 336.5272216796875 None None None +4 1931 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None None None +4 1944 0.4307427406311035 339.25933837890625 336.4589538574219 None None None +4 1945 0.4307388961315155 339.2626037597656 336.46221923828125 None None None +4 1946 0.43078508973121643 339.299560546875 336.4989013671875 None None None +4 1947 0.4308015704154968 339.28839111328125 336.48760986328125 None None None +4 1948 0.43083322048187256 339.285400390625 336.4844055175781 None None None +4 1949 0.4308708906173706 339.333740234375 336.53253173828125 None None None +4 1950 0.43082866072654724 339.30426025390625 336.5033264160156 None None None +4 1951 0.43076005578041077 339.3013610839844 336.5008544921875 None None None +4 1952 0.4306580722332001 339.29229736328125 336.4924621582031 None None None +4 1953 0.43065422773361206 339.3162536621094 336.51641845703125 None None None +4 1954 0.43064433336257935 339.31011962890625 336.5103454589844 None None None +4 1955 0.43067944049835205 339.3455810546875 336.54559326171875 None None None +4 1956 0.43059831857681274 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339.33673095703125 336.53692626953125 None None None +4 1995 0.4306623935699463 339.3509216308594 336.5509948730469 None None None +4 1996 0.4306585192680359 339.3395690917969 336.5396728515625 None None None +4 1997 0.43067386746406555 339.34234619140625 336.5423889160156 None None None +4 1998 0.4306468069553375 339.3238220214844 336.5240173339844 None None None +4 1999 0.43058934807777405 339.3193054199219 336.5198974609375 None None None +4 2000 0.4305148720741272 339.29925537109375 336.50030517578125 None None None +4 2001 0.43069490790367126 339.3587341308594 336.5586242675781 None None None +4 2002 0.4310258626937866 339.4006652832031 336.598388671875 None None None +4 2003 0.43121424317359924 339.44189453125 336.6383972167969 None None None +4 2004 0.4311859905719757 339.4455871582031 336.64227294921875 None None None +4 2005 0.43122637271881104 339.4659729003906 336.6623840332031 None None None +4 2006 0.4312164783477783 339.4389953613281 336.6354675292969 None None None +4 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0.3966805040836334 335.4886474609375 332.9103088378906 None None None +6 1944 0.3967665135860443 335.4669189453125 332.88800048828125 None None None +6 1945 0.39689725637435913 335.5106506347656 332.9308776855469 None None None +6 1946 0.3968740701675415 335.5087890625 332.92919921875 None None None +6 1947 0.3969764709472656 335.537353515625 332.9571228027344 None None None +6 1948 0.39697644114494324 335.538818359375 332.9585876464844 None None None +6 1949 0.39692625403404236 335.514892578125 332.9349670410156 None None None +6 1950 0.39692366123199463 335.5318908691406 332.9520263671875 None None None +6 1951 0.39688295125961304 335.5282287597656 332.9486083984375 None None None +6 1952 0.3969164490699768 335.57086181640625 332.9910583496094 None None None +6 1953 0.3969660997390747 335.60137939453125 333.021240234375 None None None +6 1954 0.39693084359169006 335.58502197265625 333.005126953125 None None None +6 1955 0.3970145881175995 335.613037109375 333.0325927734375 None None 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333.13336181640625 330.62567138671875 None None None +7 1847 0.3859524130821228 333.1313171386719 330.62322998046875 None None None +7 1848 0.38587474822998047 333.11102294921875 330.6034240722656 None None None +7 1849 0.3859061598777771 333.10968017578125 330.60186767578125 None None None +7 1850 0.38588130474090576 333.1019287109375 330.5942687988281 None None None +7 1851 0.38590654730796814 333.1385803222656 330.6307678222656 None None None +7 1852 0.38589656352996826 333.1347351074219 330.62701416015625 None None None +7 1853 0.3858090043067932 333.10308837890625 330.595947265625 None None None +7 1854 0.3858938217163086 333.11968994140625 330.6119689941406 None None None +7 1855 0.3858901560306549 333.1539611816406 330.64630126953125 None None None +7 1856 0.3858601152896881 333.13995361328125 330.6324462890625 None None None +7 1857 0.38576996326446533 333.1341247558594 330.627197265625 None None None +7 1858 0.385818749666214 333.1632995605469 330.6560363769531 None None None 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330.6897888183594 None None None +7 1872 0.3860662281513214 333.16131591796875 330.6524963378906 None None None +7 1873 0.38611486554145813 333.1450500488281 330.63592529296875 None None None +7 1874 0.3861679136753082 333.18585205078125 330.67633056640625 None None None +7 1875 0.38619041442871094 333.1863708496094 330.6767272949219 None None None +7 1876 0.38611772656440735 333.1838684082031 330.6746520996094 None None None +7 1877 0.3860926926136017 333.18585205078125 330.6767883300781 None None None +7 1878 0.386209636926651 333.19873046875 330.68890380859375 None None None +7 1879 0.3861258924007416 333.19525146484375 330.68597412109375 None None None +7 1880 0.38611146807670593 333.19940185546875 330.69024658203125 None None None +7 1881 0.38612639904022217 333.1838073730469 330.6745300292969 None None None +7 1882 0.3860657513141632 333.1767272949219 330.6678466796875 None None None +7 1883 0.3860902488231659 333.1954650878906 330.68646240234375 None None None +7 1884 0.38608211278915405 333.2069091796875 330.6979675292969 None None None +7 1885 0.3860512375831604 333.205322265625 330.6965637207031 None None None +7 1886 0.3859938085079193 333.2071228027344 330.69873046875 None None None +7 1887 0.3860035538673401 333.1919250488281 330.6834716796875 None None None +7 1888 0.3859519958496094 333.14599609375 330.63787841796875 None None None +7 1889 0.3859879970550537 333.14117431640625 330.6328430175781 None None None +7 1890 0.3859843611717224 333.1631164550781 330.6548156738281 None None None +7 1891 0.3859611451625824 333.1554870605469 330.6473083496094 None None None +7 1892 0.38604333996772766 333.16424560546875 330.655517578125 None None None +7 1893 0.3860292434692383 333.173583984375 330.66497802734375 None None None +7 1894 0.3860812187194824 333.167724609375 330.65875244140625 None None None +7 1895 0.38622385263442993 333.1639099121094 330.6540222167969 None None None +7 1896 0.3864119350910187 333.1644592285156 330.6533508300781 None None None +7 1897 0.3863608241081238 333.20062255859375 330.6898498535156 None None None +7 1898 0.3863791227340698 333.1927185058594 330.6818542480469 None None None +7 1899 0.3863601088523865 333.17877197265625 330.66802978515625 None None None +7 1900 0.3863563537597656 333.2087097167969 330.697998046875 None None None +7 1901 0.38632071018218994 333.1873779296875 330.6769104003906 None None None +7 1902 0.38636088371276855 333.25750732421875 330.74676513671875 None None None +7 1903 0.38627275824546814 333.2623291015625 330.75213623046875 None None None +7 1904 0.3862481117248535 333.2657470703125 330.7557373046875 None None None +7 1905 0.3862227499485016 333.2317810058594 330.7219543457031 None None None +7 1906 0.38627538084983826 333.2120056152344 330.7018127441406 None None None +7 1907 0.3862113356590271 333.2157287597656 330.7059326171875 None None None +7 1908 0.38620397448539734 333.2154235839844 330.7056579589844 None None None +7 1909 0.3862324655056 333.24285888671875 330.73291015625 None None None +7 1910 0.38625606894493103 333.2425537109375 330.7324523925781 None None None +7 1911 0.38620027899742126 333.2041320800781 330.6943664550781 None None None +7 1912 0.38624265789985657 333.2045593261719 330.694580078125 None None None +7 1913 0.38626235723495483 333.1583557128906 330.6482238769531 None None None +7 1914 0.3862505853176117 333.1795959472656 330.6695251464844 None None None +7 1915 0.3862971067428589 333.2204284667969 330.7100830078125 None None None +7 1916 0.386333703994751 333.2066650390625 330.6960754394531 None None None +7 1917 0.38632312417030334 333.18878173828125 330.67828369140625 None None None +7 1918 0.38624829053878784 333.1829833984375 330.6729736328125 None None None +7 1919 0.3864099383354187 333.19403076171875 330.6829833984375 None None None +7 1920 0.3864905536174774 333.2066345214844 330.6950988769531 None None None +7 1921 0.3866501748561859 333.21844482421875 330.705810546875 None None None +7 1922 0.3866272270679474 333.22100830078125 330.7085266113281 None None None +7 1923 0.3865581154823303 333.1910095214844 330.6790466308594 None None None +7 1924 0.38658902049064636 333.18572998046875 330.6735534667969 None None None +7 1925 0.38656938076019287 333.1773986816406 330.6653137207031 None None None +7 1926 0.386555552482605 333.17803955078125 330.6660461425781 None None None +7 1927 0.3864486813545227 333.17193603515625 330.6606140136719 None None None +7 1928 0.38638925552368164 333.1480712890625 330.63714599609375 None None None +7 1929 0.38630303740501404 333.11541748046875 330.6050720214844 None None None +7 1930 0.3863452970981598 333.1064453125 330.5957946777344 None None None +7 1931 0.3862972855567932 333.09136962890625 330.5810546875 None None None +7 1932 0.3863316774368286 333.0990905761719 330.5885314941406 None None None +7 1933 0.3863460421562195 333.09307861328125 330.58245849609375 None None None +7 1934 0.38637179136276245 333.1622314453125 330.65142822265625 None None None +7 1935 0.38631516695022583 333.18408203125 330.6737060546875 None None None +7 1936 0.3863077759742737 333.1927795410156 330.68243408203125 None None None +7 1937 0.3863435983657837 333.2014465332031 330.6908874511719 None None None +7 1938 0.3863774836063385 333.2217102050781 330.7109375 None None None +7 1939 0.3864072561264038 333.2317199707031 330.7207336425781 None None None +7 1940 0.3863849937915802 333.2291564941406 330.71832275390625 None None None +7 1941 0.38638854026794434 333.2300109863281 330.7191467285156 None None None +7 1942 0.38656818866729736 333.2974853515625 330.78546142578125 None None None +7 1943 0.3866792619228363 333.3531799316406 330.8404235839844 None None None +7 1944 0.3867059051990509 333.3577880859375 330.8448791503906 None None None +7 1945 0.38665252923965454 333.3697204589844 330.8571472167969 None None None +7 1946 0.38669726252555847 333.36444091796875 330.8515930175781 None None None +7 1947 0.3867592513561249 333.3599548339844 330.8466796875 None None None +7 1948 0.38673657178878784 333.3614807128906 330.848388671875 None None None +7 1949 0.38671353459358215 333.35345458984375 330.8404846191406 None None None +7 1950 0.3866952657699585 333.321044921875 330.8082275390625 None None None +7 1951 0.38667571544647217 333.339111328125 330.826416015625 None None None +7 1952 0.3866886794567108 333.32763671875 330.8148498535156 None None None +7 1953 0.38668105006217957 333.3440856933594 330.8313903808594 None None None +7 1954 0.38665297627449036 333.3299865722656 330.8174743652344 None None None +7 1955 0.3865985572338104 333.3751220703125 330.86297607421875 None None None +7 1956 0.3865717351436615 333.37060546875 330.858642578125 None None None +7 1957 0.38658657670021057 333.38714599609375 330.8750915527344 None None None +7 1958 0.38663676381111145 333.3726806640625 330.8603210449219 None None None +7 1959 0.3866848945617676 333.37762451171875 330.86492919921875 None None None +7 1960 0.38665318489074707 333.36224365234375 330.8497314453125 None None None +7 1961 0.3866841197013855 333.3631286621094 330.8504638671875 None None None +7 1962 0.3867534101009369 333.3966979980469 330.883544921875 None None None +7 1963 0.38675376772880554 333.37725830078125 330.8641052246094 None None None +7 1964 0.3867020606994629 333.38775634765625 330.8749084472656 None None None +7 1965 0.3867291212081909 333.3905944824219 330.8775939941406 None None None +7 1966 0.3867620825767517 333.3883972167969 330.87518310546875 None None None +7 1967 0.38674333691596985 333.40155029296875 330.8884582519531 None None None +7 1968 0.38671422004699707 333.380615234375 330.8677062988281 None None None +7 1969 0.3867036700248718 333.3636474609375 330.8507995605469 None None None +7 1970 0.38664594292640686 333.3406677246094 330.8282165527344 None None None +7 1971 0.38669177889823914 333.34735107421875 330.8345642089844 None None None +7 1972 0.38662558794021606 333.329345703125 330.8169860839844 None None None +7 1973 0.38675668835639954 333.32470703125 330.81146240234375 None None None +7 1974 0.3867245018482208 333.30487060546875 330.79180908203125 None None None +7 1975 0.3866989016532898 333.3025817871094 330.7897033691406 None None None +7 1976 0.38670065999031067 333.3218078613281 330.80889892578125 None None None +7 1977 0.38673943281173706 333.3096008300781 330.7964172363281 None None None +7 1978 0.38679245114326477 333.3182067871094 330.8046875 None None None +7 1979 0.3867899477481842 333.3533935546875 330.8398742675781 None None None +7 1980 0.38669320940971375 333.3890380859375 330.87615966796875 None None None +7 1981 0.3866170644760132 333.37628173828125 330.8638916015625 None None None +7 1982 0.386732280254364 333.399169921875 330.8860168457031 None None None +7 1983 0.3867584466934204 333.41326904296875 330.8999328613281 None None None +7 1984 0.3867461383342743 333.4300537109375 330.91680908203125 None None None +7 1985 0.3867664635181427 333.42266845703125 330.9092712402344 None None None +7 1986 0.3867984712123871 333.4373779296875 330.92376708984375 None None None +7 1987 0.3867686986923218 333.42523193359375 330.9118347167969 None None None +7 1988 0.3867526054382324 333.45220947265625 330.9389343261719 None None None +7 1989 0.3867458999156952 333.452392578125 330.9391784667969 None None None +7 1990 0.38671809434890747 333.4324951171875 330.91949462890625 None None None +7 1991 0.3866502046585083 333.4254455566406 330.91290283203125 None None None +7 1992 0.38658711314201355 333.3906555175781 330.8785095214844 None None None +7 1993 0.38663557171821594 333.4182434082031 330.9057922363281 None None None +7 1994 0.38665029406547546 333.4300537109375 330.91754150390625 None None None +7 1995 0.38654929399490356 333.4186096191406 330.9067077636719 None None None +7 1996 0.3865033686161041 333.4137268066406 330.90216064453125 None None None +7 1997 0.38652417063713074 333.42132568359375 330.9095764160156 None None None +7 1998 0.38655880093574524 333.4003601074219 330.8883972167969 None None None +7 1999 0.386540025472641 333.40509033203125 330.89324951171875 None None None +7 2000 0.38655465841293335 333.4220886230469 330.9101257324219 None None None +7 2001 0.38658565282821655 333.4193420410156 330.90716552734375 None None None +7 2002 0.386604368686676 333.4107666015625 330.8984680175781 None None None +7 2003 0.3865449130535126 333.4251403808594 330.9132385253906 None None None +7 2004 0.38649171590805054 333.42279052734375 330.9112243652344 None None None +7 2005 0.3864240348339081 333.3879089355469 330.8768005371094 None None None +7 2006 0.38639649748802185 333.3655090332031 330.85455322265625 None None None +7 2007 0.3865222930908203 333.3882141113281 330.87646484375 None None None +7 2008 0.3865099549293518 333.37347412109375 330.86175537109375 None None None +7 2009 0.38655272126197815 333.35699462890625 330.8450012207031 None None None +7 2010 0.3865762948989868 333.3410339355469 330.8288879394531 None None None +7 2011 0.3865866959095001 333.3553466796875 330.8431701660156 None None None +7 2012 0.38657817244529724 333.3619079589844 330.8497619628906 None None None +7 2013 0.38660427927970886 333.3657531738281 330.85345458984375 None None None +7 2014 0.38662639260292053 333.3740539550781 330.8616638183594 None None None +7 2015 0.3866235613822937 333.400634765625 330.8882141113281 None None None +7 2016 0.3866322636604309 333.3999328613281 330.8874816894531 None None None +7 2017 0.3866051137447357 333.4338073730469 330.9215393066406 None None None +7 2018 0.3865169584751129 333.4486389160156 330.9369201660156 None None None +7 2019 0.38650748133659363 333.4844055175781 330.9727783203125 None None None +7 2020 0.3864864706993103 333.48565673828125 330.9741516113281 None None None +7 2021 0.38645899295806885 333.46380615234375 330.95245361328125 None None None +7 2022 0.38637781143188477 333.4110412597656 330.9002380371094 None None None +7 2023 0.38646551966667175 333.4252014160156 330.9138488769531 None None None +7 2024 0.38641706109046936 333.41387939453125 330.90283203125 None None None +7 2025 0.38640525937080383 333.4303283691406 330.9193420410156 None None None +7 2026 0.38640737533569336 333.4400939941406 330.9291076660156 None None None +7 2027 0.38633161783218384 333.4107666015625 330.9002990722656 None None None +7 2028 0.38628122210502625 333.3903503417969 330.88018798828125 None None None +7 2029 0.3862605094909668 333.3893127441406 330.8792724609375 None None None +7 2030 0.38621410727500916 333.4109191894531 330.9011535644531 None None None +7 2031 0.3861675262451172 333.3782043457031 330.8687438964844 None None None +7 2032 0.38612696528434753 333.3775329589844 330.86834716796875 None None None +7 2033 0.38610512018203735 333.3840026855469 330.87493896484375 None None None +7 2034 0.3861728608608246 333.4239807128906 330.91448974609375 None None None +7 2035 0.3861532211303711 333.39471435546875 330.8853454589844 None None None +7 2036 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331.36041259765625 328.91705322265625 None None None +8 1759 0.3758243918418884 331.3507080078125 328.9075012207031 None None None +8 1760 0.3757587671279907 331.39044189453125 328.9476623535156 None None None +8 1761 0.3757793605327606 331.380126953125 328.93719482421875 None None None +8 1762 0.37575551867485046 331.4037170410156 328.9609375 None None None +8 1763 0.37568268179893494 331.3958740234375 328.9535827636719 None None None +8 1764 0.37576714158058167 331.3948669433594 328.9520568847656 None None None +8 1765 0.37573111057281494 331.3912658691406 328.9486999511719 None None None +8 1766 0.375782310962677 331.3920593261719 328.94915771484375 None None None +8 1767 0.3759182393550873 331.3833923339844 328.9396057128906 None None None +8 1768 0.3760351836681366 331.3989562988281 328.95440673828125 None None None +8 1769 0.3759758174419403 331.41204833984375 328.9678649902344 None None None +8 1770 0.37596431374549866 331.43658447265625 328.99249267578125 None None None +8 1771 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None None +8 1784 0.3760010898113251 331.37750244140625 328.9331359863281 None None None +8 1785 0.37600988149642944 331.3810119628906 328.93658447265625 None None None +8 1786 0.37597936391830444 331.3965148925781 328.9522705078125 None None None +8 1787 0.3759659230709076 331.3901062011719 328.9459533691406 None None None +8 1788 0.3760071098804474 331.4013366699219 328.9569396972656 None None None +8 1789 0.37591812014579773 331.39617919921875 328.9523010253906 None None None +8 1790 0.37586355209350586 331.4071960449219 328.96368408203125 None None None +8 1791 0.37585359811782837 331.4070739746094 328.9635925292969 None None None +8 1792 0.3757736086845398 331.4044494628906 328.9615173339844 None None None +8 1793 0.37588393688201904 331.388916015625 328.94525146484375 None None None +8 1794 0.3759344518184662 331.3894348144531 328.9454040527344 None None None +8 1795 0.3759007751941681 331.438720703125 328.9949645996094 None None None +8 1796 0.3758430480957031 331.4568176269531 329.013427734375 None None None +8 1797 0.3758542239665985 331.5185546875 329.0750732421875 None None None +8 1798 0.37581804394721985 331.4928894042969 329.04962158203125 None None None +8 1799 0.37579265236854553 331.51116943359375 329.06805419921875 None None None +8 1800 0.3757946193218231 331.5638122558594 329.1206970214844 None None None +8 1801 0.37580615282058716 331.5436096191406 329.1004638671875 None None None +8 1802 0.375871479511261 331.55364990234375 329.11004638671875 None None None +8 1803 0.3758898377418518 331.5447082519531 329.1009826660156 None None None +8 1804 0.37582582235336304 331.51910400390625 329.0757751464844 None None None +8 1805 0.37583160400390625 331.5186462402344 329.0752868652344 None None None +8 1806 0.3759780526161194 331.5464782714844 329.1021728515625 None None None +8 1807 0.37593552470207214 331.55987548828125 329.1158752441406 None None None +8 1808 0.3758324682712555 331.5115661621094 329.0682067871094 None None None +8 1809 0.37588417530059814 331.5212097167969 329.0775451660156 None None None +8 1810 0.37590524554252625 331.5275573730469 329.083740234375 None None None +8 1811 0.3758690357208252 331.52105712890625 329.07745361328125 None None None +8 1812 0.3758854568004608 331.5721740722656 329.1284484863281 None None None +8 1813 0.37586700916290283 331.55487060546875 329.11126708984375 None None None +8 1814 0.3758332133293152 331.5916442871094 329.14825439453125 None None None +8 1815 0.37584662437438965 331.5700378417969 329.1265563964844 None None None +8 1816 0.3758033215999603 331.53375244140625 329.0905456542969 None None None +8 1817 0.3757607936859131 331.49737548828125 329.054443359375 None None None +8 1818 0.37572428584098816 331.5090026855469 329.0663146972656 None None None +8 1819 0.3757169246673584 331.5189208984375 329.0762939453125 None None None +8 1820 0.37582042813301086 331.5270690917969 329.0837097167969 None None None +8 1821 0.37589335441589355 331.5334167480469 329.089599609375 None None None +8 1822 0.37589141726493835 331.56707763671875 329.1232604980469 None None None +8 1823 0.3759028911590576 331.5934143066406 329.1495361328125 None None None +8 1824 0.37596699595451355 331.6188659667969 329.174560546875 None None None +8 1825 0.37598222494125366 331.5707092285156 329.1263122558594 None None None +8 1826 0.37599989771842957 331.5519714355469 329.10748291015625 None None None +8 1827 0.37599653005599976 331.5277404785156 329.08331298828125 None None None +8 1828 0.3760206997394562 331.5600280761719 329.11541748046875 None None None +8 1829 0.37601563334465027 331.5616760253906 329.1170959472656 None None None +8 1830 0.37594857811927795 331.5491027832031 329.1049499511719 None None None +8 1831 0.37587130069732666 331.54443359375 329.10076904296875 None None None +8 1832 0.3759414255619049 331.5242004394531 329.080078125 None None None +8 1833 0.37584295868873596 331.49456787109375 329.05108642578125 None None None +8 1834 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None None +8 1847 0.37579232454299927 331.6282043457031 329.18505859375 None None None +8 1848 0.37578773498535156 331.63873291015625 329.19561767578125 None None None +8 1849 0.37569954991340637 331.636962890625 329.19439697265625 None None None +8 1850 0.3757730722427368 331.6419677734375 329.1989440917969 None None None +8 1851 0.3757907748222351 331.652587890625 329.20941162109375 None None None +8 1852 0.37577763199806213 331.6773376464844 329.2342224121094 None None None +8 1853 0.37576568126678467 331.65618896484375 329.2131652832031 None None None +8 1854 0.37578070163726807 331.64178466796875 329.19866943359375 None None None +8 1855 0.3757590353488922 331.6531677246094 329.2101745605469 None None None +8 1856 0.375748872756958 331.68035888671875 329.2374267578125 None None None +8 1857 0.3757935166358948 331.7212219238281 329.27801513671875 None None None +8 1858 0.37573787569999695 331.7286071777344 329.2857360839844 None None None +8 1859 0.3756771385669708 331.69720458984375 329.2547302246094 None None None +8 1860 0.3757230043411255 331.6942443847656 329.25146484375 None None None +8 1861 0.37568721175193787 331.7098083496094 329.26727294921875 None None None +8 1862 0.37578797340393066 331.7201843261719 329.2769775390625 None None None +8 1863 0.37575390934944153 331.720458984375 329.2774963378906 None None None +8 1864 0.37567034363746643 331.69219970703125 329.2497863769531 None None None +8 1865 0.375606507062912 331.6788330078125 329.2368469238281 None None None +8 1866 0.37558484077453613 331.6804504394531 329.2386169433594 None None None +8 1867 0.3755814731121063 331.67376708984375 329.2319641113281 None None None +8 1868 0.375563383102417 331.67633056640625 329.2345886230469 None None None +8 1869 0.3755391240119934 331.66326904296875 329.2217102050781 None None None +8 1870 0.37562549114227295 331.6934814453125 329.2513427734375 None None None +8 1871 0.3757154643535614 331.7111511230469 329.2684631347656 None None None +8 1872 0.3756696879863739 331.73504638671875 329.2926330566406 None None None +8 1873 0.3756018877029419 331.73358154296875 329.2915954589844 None None None +8 1874 0.3755142390727997 331.70269775390625 329.26129150390625 None None None +8 1875 0.37545496225357056 331.732177734375 329.2911682128906 None None None +8 1876 0.37553536891937256 331.73529052734375 329.2937927246094 None None None +8 1877 0.37551823258399963 331.7452392578125 329.3038635253906 None None None +8 1878 0.37548163533210754 331.74847412109375 329.3073425292969 None None None +8 1879 0.375405490398407 331.76177978515625 329.3211669921875 None None None +8 1880 0.375428169965744 331.7675476074219 329.3267822265625 None None None +8 1881 0.37541377544403076 331.7462463378906 329.3055725097656 None None None +8 1882 0.37540727853775024 331.71240234375 329.27178955078125 None None None +8 1883 0.3754238188266754 331.7026062011719 329.26190185546875 None None None +8 1884 0.37544023990631104 331.6922302246094 329.2513732910156 None None None +8 1885 0.37534376978874207 331.68402099609375 329.2437744140625 None None None +8 1886 0.37538230419158936 331.6879577636719 329.2474670410156 None None None +8 1887 0.3754711151123047 331.6934509277344 329.25238037109375 None None None +8 1888 0.3754216730594635 331.6756896972656 329.2348937988281 None None None +8 1889 0.3754981458187103 331.64935302734375 329.2080993652344 None None None +8 1890 0.37546971440315247 331.68896484375 329.24786376953125 None None None +8 1891 0.37546494603157043 331.7037658691406 329.2626953125 None None None +8 1892 0.3754456639289856 331.70263671875 329.26171875 None None None +8 1893 0.375378280878067 331.70556640625 329.26507568359375 None None None +8 1894 0.3753841817378998 331.7090759277344 329.2685546875 None None None +8 1895 0.37537580728530884 331.7098693847656 329.2694091796875 None None None +8 1896 0.3753516972064972 331.7167053222656 329.2763977050781 None None None +8 1897 0.3753126859664917 331.7057189941406 329.26568603515625 None None None +8 1898 0.37524116039276123 331.68878173828125 329.24920654296875 None None None +8 1899 0.3752608597278595 331.6794738769531 329.23974609375 None None None +8 1900 0.37521687150001526 331.68096923828125 329.2415466308594 None None None +8 1901 0.37509065866470337 331.64349365234375 329.2048645019531 None None None +8 1902 0.37507927417755127 331.6240234375 329.18548583984375 None None None +8 1903 0.37504586577415466 331.635009765625 329.1966552734375 None None None +8 1904 0.3751365840435028 331.6519470214844 329.2130126953125 None None None +8 1905 0.37515246868133545 331.6702575683594 329.2312316894531 None None None +8 1906 0.3751393258571625 331.6376647949219 329.1986999511719 None None None +8 1907 0.37507012486457825 331.6072082519531 329.1686706542969 None None None +8 1908 0.37497764825820923 331.5850830078125 329.14715576171875 None None None +8 1909 0.37495797872543335 331.5960388183594 329.1582336425781 None None None +8 1910 0.3748602569103241 331.5809631347656 329.1438293457031 None None None +8 1911 0.3748064935207367 331.568359375 329.131591796875 None None None +8 1912 0.3748418986797333 331.56842041015625 329.13140869140625 None None None +8 1913 0.3748205304145813 331.55975341796875 329.12286376953125 None None None +8 1914 0.37483251094818115 331.5486145019531 329.1116638183594 None None None +8 1915 0.3747788071632385 331.5566711425781 329.12005615234375 None None None +8 1916 0.37480998039245605 331.53271484375 329.09588623046875 None None None +8 1917 0.37479716539382935 331.5618896484375 329.1251525878906 None None None +8 1918 0.37485191226005554 331.56878662109375 329.1316833496094 None None None +8 1919 0.37486788630485535 331.5716552734375 329.13446044921875 None None None +8 1920 0.37486639618873596 331.5982360839844 329.1610412597656 None None None +8 1921 0.37478193640708923 331.5754699707031 329.1387939453125 None None None +8 1922 0.3748892843723297 331.5755310058594 329.13818359375 None None None +8 1923 0.3749268054962158 331.5993957519531 329.1618347167969 None None None +8 1924 0.37497931718826294 331.6082763671875 329.1703796386719 None None None +8 1925 0.37493208050727844 331.6265869140625 329.18896484375 None None None +8 1926 0.37496915459632874 331.6152648925781 329.1773986816406 None None None +8 1927 0.37498921155929565 331.62432861328125 329.18634033203125 None None None +8 1928 0.37498611211776733 331.5989074707031 329.16094970703125 None None None +8 1929 0.37499311566352844 331.6069641113281 329.16900634765625 None None None +8 1930 0.3749988079071045 331.6560974121094 329.21807861328125 None None None +8 1931 0.37500160932540894 331.6346435546875 329.1966247558594 None None None +8 1932 0.37494096159935 331.6247253417969 329.1871032714844 None None None +8 1933 0.3750002980232239 331.63330078125 329.1952819824219 None None None +8 1934 0.37494081258773804 331.6036682128906 329.1660461425781 None None None +8 1935 0.37492236495018005 331.5854187011719 329.14788818359375 None None None +8 1936 0.37493816018104553 331.5859069824219 329.1483154296875 None None None +8 1937 0.37501049041748047 331.6049499511719 329.1669006347656 None None None +8 1938 0.37497246265411377 331.58355712890625 329.145751953125 None None None +8 1939 0.3750016987323761 331.591796875 329.15380859375 None None None +8 1940 0.374959260225296 331.5805358886719 329.142822265625 None None None +8 1941 0.3750351667404175 331.5863952636719 329.148193359375 None None None +8 1942 0.37502729892730713 331.60015869140625 329.1619873046875 None None None +8 1943 0.37501800060272217 331.5806884765625 329.142578125 None None None +8 1944 0.37491872906684875 331.55194091796875 329.1144714355469 None None None +8 1945 0.3749030828475952 331.5576477050781 329.1202697753906 None None None +8 1946 0.37486788630485535 331.56402587890625 329.1268615722656 None None None +8 1947 0.37484511733055115 331.5751953125 329.1382141113281 None None None +8 1948 0.3748336732387543 331.5646057128906 329.127685546875 None None None +8 1949 0.3747789263725281 331.539306640625 329.10272216796875 None None None +8 1950 0.3747459650039673 331.5458068847656 329.10943603515625 None None None +8 1951 0.374733567237854 331.5440673828125 329.1077880859375 None None None +8 1952 0.37465527653694153 331.52008056640625 329.08428955078125 None None None +8 1953 0.3746565580368042 331.49658203125 329.0608215332031 None None None +8 1954 0.3745884597301483 331.4637451171875 329.0284423828125 None None None +8 1955 0.3744865953922272 331.4469909667969 329.0122985839844 None None None +8 1956 0.37445810437202454 331.4062805175781 328.97174072265625 None None None +8 1957 0.374376118183136 331.39215087890625 328.9581604003906 None None None +8 1958 0.37434446811676025 331.3848571777344 328.9510803222656 None None None +8 1959 0.37428703904151917 331.37335205078125 328.93994140625 None None None +8 1960 0.3742838501930237 331.3953857421875 328.96197509765625 None None None +8 1961 0.37425118684768677 331.3931579589844 328.9599914550781 None None None +8 1962 0.37428411841392517 331.43487548828125 329.0014953613281 None None None +8 1963 0.3742500841617584 331.4698486328125 329.0367126464844 None None None +8 1964 0.37426653504371643 331.45672607421875 329.0234680175781 None None None +8 1965 0.37430351972579956 331.4661560058594 329.03265380859375 None None None +8 1966 0.374269038438797 331.4434509277344 329.0101623535156 None None None +8 1967 0.3742043673992157 331.4382629394531 329.00543212890625 None None None +8 1968 0.374221533536911 331.4245300292969 328.9916076660156 None None None +8 1969 0.37424930930137634 331.4615783691406 329.0284729003906 None None None +8 1970 0.3742024898529053 331.4654235839844 329.0325622558594 None None None +8 1971 0.37418487668037415 331.4745178222656 329.04180908203125 None None None +8 1972 0.37416404485702515 331.489501953125 329.0569152832031 None None None +8 1973 0.37410813570022583 331.46844482421875 329.03619384765625 None None None +8 1974 0.3741793930530548 331.5260009765625 329.09326171875 None None None +8 1975 0.3742440640926361 331.5385437011719 329.10540771484375 None None None +8 1976 0.3742507994174957 331.5251770019531 329.0920104980469 None None None +8 1977 0.374296635389328 331.56024169921875 329.12677001953125 None None None +8 1978 0.37425073981285095 331.58087158203125 329.1477355957031 None None None +8 1979 0.37427428364753723 331.593994140625 329.1606750488281 None None None +8 1980 0.374294638633728 331.6263122558594 329.19287109375 None None None +8 1981 0.37424802780151367 331.63330078125 329.2001647949219 None None None +8 1982 0.37423425912857056 331.620361328125 329.1872863769531 None None None +8 1983 0.37423470616340637 331.6293029785156 329.19622802734375 None None None +8 1984 0.37419766187667847 331.6148986816406 329.1820983886719 None None None +8 1985 0.3742321729660034 331.5757141113281 329.1426696777344 None None None +8 1986 0.3742576241493225 331.59674072265625 329.1635437011719 None None None +8 1987 0.3741627633571625 331.586181640625 329.15362548828125 None None None +8 1988 0.37409353256225586 331.5701599121094 329.1380310058594 None None None +8 1989 0.37404462695121765 331.57171630859375 329.139892578125 None None None +8 1990 0.37404191493988037 331.5889892578125 329.15716552734375 None None None +8 1991 0.3740336298942566 331.60638427734375 329.17462158203125 None None None +8 1992 0.3740123212337494 331.6163330078125 329.1847229003906 None None None +8 1993 0.3739545941352844 331.5802917480469 329.1490478515625 None None None +8 1994 0.37395575642585754 331.5792236328125 329.1479797363281 None None None +8 1995 0.37388089299201965 331.5771484375 329.1463928222656 None None None +8 1996 0.37386903166770935 331.5393981933594 329.1087341308594 None None None +8 1997 0.3738275468349457 331.5285949707031 329.0982360839844 None None None +8 1998 0.3738037347793579 331.510498046875 329.08026123046875 None None None +8 1999 0.3738475739955902 331.51129150390625 329.0807800292969 None None None +8 2000 0.3738659918308258 331.53118896484375 329.1005554199219 None None None +8 2001 0.37385228276252747 331.5184020996094 329.0878601074219 None None None +8 2002 0.37380868196487427 331.4932861328125 329.06304931640625 None None None +8 2003 0.37376391887664795 331.4940490722656 329.0641174316406 None None None +8 2004 0.3737180829048157 331.4794921875 329.0498962402344 None None None +8 2005 0.3738619387149811 331.4786071777344 329.0480651855469 None None None +8 2006 0.37379494309425354 331.4379577636719 329.0078125 None None None +8 2007 0.37377437949180603 331.4270935058594 328.9971008300781 None None None +8 2008 0.3737667202949524 331.4196472167969 328.98974609375 None None None +8 2009 0.37379351258277893 331.4200439453125 328.9899597167969 None None None +8 2010 0.37378373742103577 331.41619873046875 328.9861755371094 None None None +8 2011 0.3737300634384155 331.3870849609375 328.9574279785156 None None None +8 2012 0.3737952411174774 331.3780517578125 328.94793701171875 None None None +8 2013 0.3737756907939911 331.3824768066406 328.9525146484375 None None None +8 2014 0.373763769865036 331.3565368652344 328.9266662597656 None None None +8 2015 0.3738500773906708 331.3604736328125 328.9300231933594 None None None +8 2016 0.3738230764865875 331.3236083984375 328.8933410644531 None None None +8 2017 0.37376827001571655 331.30169677734375 328.871826171875 None None None +8 2018 0.3738332986831665 331.3258972167969 328.8955993652344 None None None +8 2019 0.37376829981803894 331.2995300292969 328.86962890625 None None None +8 2020 0.3737563490867615 331.30291748046875 328.8730773925781 None None None +8 2021 0.37372246384620667 331.2961730957031 328.8666076660156 None None None +8 2022 0.3736657500267029 331.3461608886719 328.91693115234375 None None None +8 2023 0.37363651394844055 331.3250427246094 328.8960266113281 None None None +8 2024 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328.9471740722656 None None None +8 2050 0.3736855387687683 331.3915100097656 328.96209716796875 None None None +8 2051 0.37373650074005127 331.4388732910156 329.0091247558594 None None None +8 2052 0.3738161027431488 331.4704895019531 329.0401916503906 None None None +8 2053 0.37387481331825256 331.4801330566406 329.0494689941406 None None None +8 2054 0.3738628029823303 331.47705078125 329.0464172363281 None None None +8 2055 0.3738906979560852 331.5268249511719 329.09600830078125 None None None +8 2056 0.3740003705024719 331.486083984375 329.0545654296875 None None None +8 2057 0.3739880919456482 331.4996337890625 329.0682067871094 None None None +8 2058 0.37397757172584534 331.4985656738281 329.0672302246094 None None None +8 2059 0.3739320933818817 331.4828186035156 329.0517578125 None None None +8 2060 0.3738851547241211 331.4536437988281 329.0229187011719 None None None +8 2061 0.37383535504341125 331.4472351074219 329.0168151855469 None None None +8 2062 0.37394949793815613 331.48345947265625 329.05230712890625 None None None +8 2063 0.3739742934703827 331.4607238769531 329.0293884277344 None None None +8 2064 0.3741113543510437 331.4953918457031 329.0631408691406 None None None +8 2065 0.37399032711982727 331.4835510253906 329.0520935058594 None None None +8 2066 0.3740002512931824 331.45074462890625 329.01922607421875 None None None +8 2067 0.3740585744380951 331.4623718261719 329.030517578125 None None None +8 2068 0.37406307458877563 331.44940185546875 329.0174865722656 None None None +8 2069 0.37403205037117004 331.4226989746094 328.9909973144531 None None None +8 2070 0.3740701377391815 331.4108581542969 328.9789123535156 None None None +8 2071 0.37408649921417236 331.4266357421875 328.9945983886719 None None None +8 2072 0.37406614422798157 331.43695068359375 329.0050354003906 None None None +8 2073 0.3740222156047821 331.4383850097656 329.0067443847656 None None None +8 2074 0.3740572929382324 331.4632873535156 329.03143310546875 None None None +8 2075 0.3740445673465729 331.4336853027344 329.00189208984375 None None None +8 2076 0.37415146827697754 331.4587097167969 329.0262451171875 None None None +8 2077 0.3741724193096161 331.4750671386719 329.04248046875 None None None +8 2078 0.3741638660430908 331.4635314941406 329.031005859375 None None None +8 2079 0.3741176724433899 331.4596252441406 329.0273742675781 None None None +8 2080 0.37413275241851807 331.4472351074219 329.014892578125 None None None +8 2081 0.374129056930542 331.4842834472656 329.0519714355469 None None None +8 2082 0.3742090165615082 331.4977111816406 329.06488037109375 None None None +8 2083 0.374178409576416 331.4725341796875 329.0399169921875 None None None +8 2084 0.37415462732315063 331.5027770996094 329.0703430175781 None None None +8 2085 0.3741610646247864 331.50274658203125 329.0702819824219 None None None +8 2086 0.3741329610347748 331.5298156738281 329.0975646972656 None None None +8 2087 0.37411460280418396 331.55853271484375 329.12640380859375 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0.37406396865844727 331.6163635253906 329.1844482421875 None None None +8 2114 0.3742280900478363 331.6126708984375 329.1796875 None None None +8 2115 0.3741915225982666 331.615234375 329.1824951171875 None None None +8 2116 0.3742448091506958 331.5938720703125 329.1607971191406 None None None +8 2117 0.37424805760383606 331.5670471191406 329.1339416503906 None None None +8 2118 0.3742181360721588 331.57550048828125 329.142578125 None None None +8 2119 0.37418439984321594 331.5865173339844 329.15380859375 None None None +8 2120 0.374136745929718 331.5822448730469 329.14984130859375 None None None +8 2121 0.37415018677711487 331.61981201171875 329.18731689453125 None None None +8 2122 0.3741265833377838 331.6011962890625 329.16888427734375 None None None +8 2123 0.37412989139556885 331.6094970703125 329.17718505859375 None None None +8 2124 0.37416669726371765 331.63818359375 329.20562744140625 None None None +8 2125 0.3741105794906616 331.6334228515625 329.2012023925781 None None None 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None None +9 1924 0.36162710189819336 330.22265625 327.87188720703125 None None None +9 1925 0.36161166429519653 330.21356201171875 327.8628845214844 None None None +9 1926 0.3615668714046478 330.2438049316406 327.8934631347656 None None None +9 1927 0.36148929595947266 330.22357177734375 327.87371826171875 None None None +9 1928 0.36144983768463135 330.2430419921875 327.8934326171875 None None None +9 1929 0.3615087866783142 330.2554626464844 327.90545654296875 None None None +9 1930 0.3615707457065582 330.23974609375 327.88934326171875 None None None +9 1931 0.3615162670612335 330.25189208984375 327.9018859863281 None None None +9 1932 0.36151254177093506 330.2452697753906 327.895263671875 None None None +9 1933 0.3614957332611084 330.2501525878906 327.9002685546875 None None None +9 1934 0.3614574074745178 330.2379455566406 327.8883361816406 None None None +9 1935 0.36149293184280396 330.2745666503906 327.92474365234375 None None None +9 1936 0.3614541292190552 330.25677490234375 327.9072265625 None None None +9 1937 0.36139222979545593 330.25006103515625 327.90087890625 None None None +9 1938 0.36137548089027405 330.2749938964844 327.92596435546875 None None None +9 1939 0.3612997233867645 330.2496643066406 327.901123046875 None None None +9 1940 0.3613215386867523 330.2889709472656 327.9402770996094 None None None +9 1941 0.36127179861068726 330.29473876953125 327.94635009765625 None None None +9 1942 0.3612322211265564 330.2790222167969 327.930908203125 None None None +9 1943 0.36123526096343994 330.2771911621094 327.9290771484375 None None None +9 1944 0.3611547350883484 330.26824951171875 327.920654296875 None None None +9 1945 0.3612005412578583 330.25067138671875 327.90277099609375 None None None +9 1946 0.3612608015537262 330.2370910644531 327.8887939453125 None None None +9 1947 0.36121445894241333 330.2862854003906 327.9382629394531 None None None +9 1948 0.3612232208251953 330.2832946777344 327.9352111816406 None None None +9 1949 0.3612127900123596 330.28924560546875 327.9412536621094 None None None +9 1950 0.36120161414146423 330.2386779785156 327.8907165527344 None None None +9 1951 0.3611689805984497 330.2621154785156 327.91436767578125 None None None +9 1952 0.3612120449542999 330.26959228515625 327.92156982421875 None None None +9 1953 0.36121124029159546 330.2967224121094 327.94873046875 None None None +9 1954 0.3612584173679352 330.3314514160156 327.983154296875 None None None +9 1955 0.36122027039527893 330.3255310058594 327.97747802734375 None None None +9 1956 0.3612980246543884 330.32989501953125 327.9813537597656 None None None +9 1957 0.3612716794013977 330.38079833984375 328.0324401855469 None None None +9 1958 0.36125582456588745 330.3846130371094 328.03631591796875 None None None +9 1959 0.3613525629043579 330.4166259765625 328.06768798828125 None None None +9 1960 0.36137890815734863 330.4221496582031 328.07305908203125 None None None +9 1961 0.3612987995147705 330.4064025878906 328.0578308105469 None None None +9 1962 0.36133599281311035 330.392578125 328.04376220703125 None None None +9 1963 0.3613145053386688 330.3696594238281 328.02093505859375 None None None +9 1964 0.36131536960601807 330.3905334472656 328.04180908203125 None None None +9 1965 0.3613123595714569 330.3799133300781 328.0312194824219 None None None +9 1966 0.36136895418167114 330.408203125 328.05914306640625 None None None +9 1967 0.3613213300704956 330.4035339355469 328.0547790527344 None None None +9 1968 0.36129772663116455 330.4033508300781 328.05474853515625 None None None +9 1969 0.3612542748451233 330.3965148925781 328.0481872558594 None None None +9 1970 0.3613046109676361 330.4413146972656 328.0926513671875 None None None +9 1971 0.36135029792785645 330.4281921386719 328.0792236328125 None None None +9 1972 0.3613363802433014 330.3972473144531 328.0483703613281 None None None +9 1973 0.36145102977752686 330.4208679199219 328.0712585449219 None None None +9 1974 0.36146870255470276 330.4527282714844 328.1029968261719 None None None +9 1975 0.36147692799568176 330.4668273925781 328.1170654296875 None None None +9 1976 0.36151251196861267 330.46966552734375 328.1196594238281 None None None +9 1977 0.3615081012248993 330.4916687011719 328.1417236328125 None None None +9 1978 0.3614952862262726 330.5229797363281 328.173095703125 None None None +9 1979 0.3615221679210663 330.521728515625 328.17169189453125 None None None +9 1980 0.3614693284034729 330.4986877441406 328.14898681640625 None None None +9 1981 0.36148035526275635 330.53472900390625 328.1849670410156 None None None +9 1982 0.36143094301223755 330.5225830078125 328.173095703125 None None None +9 1983 0.36150142550468445 330.55859375 328.20867919921875 None None None +9 1984 0.3615255355834961 330.5604248046875 328.2103576660156 None None None +9 1985 0.3614584505558014 330.5594177246094 328.2098083496094 None None None +9 1986 0.3614203631877899 330.5723571777344 328.2229919433594 None None None +9 1987 0.3614451587200165 330.6097412109375 328.26019287109375 None None None +9 1988 0.3615514039993286 330.6143798828125 328.26416015625 None None None +9 1989 0.3615311086177826 330.6138000488281 328.2637023925781 None None None +9 1990 0.3615574538707733 330.6120300292969 328.26177978515625 None None None +9 1991 0.3615161180496216 330.6094055175781 328.2594299316406 None None None +9 1992 0.36145398020744324 330.61944580078125 328.2698974609375 None None None +9 1993 0.3614118993282318 330.5926818847656 328.243408203125 None None None +9 1994 0.36142584681510925 330.6030578613281 328.253662109375 None None None +9 1995 0.36140498518943787 330.5775451660156 328.2283020019531 None None None +9 1996 0.3613751232624054 330.5658264160156 328.216796875 None None None +9 1997 0.3614676296710968 330.56219482421875 328.2125549316406 None None None +9 1998 0.361423134803772 330.5795593261719 328.230224609375 None None None +9 1999 0.36147749423980713 330.61572265625 328.26605224609375 None None None +9 2000 0.36149072647094727 330.6255187988281 328.2757568359375 None None None +9 2001 0.3615167438983917 330.62750244140625 328.277587890625 None None None +9 2002 0.3614484369754791 330.6734619140625 328.3240051269531 None None None +9 2003 0.36144864559173584 330.6809997558594 328.33154296875 None None None +9 2004 0.36144423484802246 330.70404052734375 328.3545837402344 None None None +9 2005 0.3614460527896881 330.7120056152344 328.362548828125 None None None +9 2006 0.361417293548584 330.7204284667969 328.37115478515625 None None None +9 2007 0.3615283668041229 330.7601623535156 328.41015625 None None None +9 2008 0.36155474185943604 330.7682189941406 328.41802978515625 None None None +9 2009 0.36154916882514954 330.7456359863281 328.3954772949219 None None None +9 2010 0.3615853786468506 330.7647399902344 328.41436767578125 None None None +9 2011 0.36161598563194275 330.7532043457031 328.4026184082031 None None None +9 2012 0.36161279678344727 330.784423828125 328.4338684082031 None None None +9 2013 0.3616478443145752 330.7790222167969 328.42822265625 None None None +9 2014 0.3616420328617096 330.81768798828125 328.4669494628906 None None None +9 2015 0.36163944005966187 330.794189453125 328.4434814453125 None None None +9 2016 0.3617174029350281 330.8064880371094 328.4552307128906 None None None +9 2017 0.36166876554489136 330.79461669921875 328.4437255859375 None None None +9 2018 0.36170896887779236 330.79608154296875 328.4449157714844 None None None +9 2019 0.36173224449157715 330.79931640625 328.447998046875 None None None +9 2020 0.36165574193000793 330.7704772949219 328.419677734375 None None None +9 2021 0.36168262362480164 330.744873046875 328.3938903808594 None None None +9 2022 0.36168578267097473 330.7395935058594 328.38861083984375 None None None +9 2023 0.36169299483299255 330.6980895996094 328.3470764160156 None None None +9 2024 0.3617032766342163 330.693115234375 328.3420104980469 None None None +9 2025 0.3616524040699005 330.7257080078125 328.3749084472656 None None None +9 2026 0.3616114854812622 330.725830078125 328.3753356933594 None None None +9 2027 0.3616500496864319 330.7347106933594 328.3839111328125 None None None +9 2028 0.36167415976524353 330.720947265625 328.3700256347656 None None None +9 2029 0.3616274893283844 330.6754455566406 328.3248291015625 None None None +9 2030 0.3615436851978302 330.64703369140625 328.2969665527344 None None None +9 2031 0.36152878403663635 330.65313720703125 328.3031311035156 None None None +9 2032 0.3615001440048218 330.6509094238281 328.30108642578125 None None None +9 2033 0.36149492859840393 330.64605712890625 328.2962951660156 None None None +9 2034 0.3615470230579376 330.6434631347656 328.2933349609375 None None None +9 2035 0.36150017380714417 330.62969970703125 328.2798767089844 None None None +9 2036 0.3615337610244751 330.60748291015625 328.2574462890625 None None None +9 2037 0.36151185631752014 330.5995178222656 328.2496032714844 None None None +9 2038 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None None None +9 2051 0.361316442489624 330.6400451660156 328.2914123535156 None None None +9 2052 0.3614528775215149 330.6573791503906 328.3078308105469 None None None +9 2053 0.36146649718284607 330.68719482421875 328.33758544921875 None None None +9 2054 0.361397922039032 330.70489501953125 328.3557434082031 None None None +9 2055 0.3614768087863922 330.728759765625 328.37908935546875 None None None +9 2056 0.3614371120929718 330.7220458984375 328.3726501464844 None None None +9 2057 0.3615238666534424 330.7227783203125 328.372802734375 None None None +9 2058 0.3615053594112396 330.73876953125 328.388916015625 None None None +9 2059 0.3614636957645416 330.7213439941406 328.37176513671875 None None None +9 2060 0.3614700436592102 330.7348937988281 328.38525390625 None None None +9 2061 0.36146193742752075 330.75628662109375 328.4067077636719 None None None +9 2062 0.36143580079078674 330.7709655761719 328.42156982421875 None None None +9 2063 0.3613893985748291 330.7405090332031 328.3913879394531 None None None +9 2064 0.36136874556541443 330.7548828125 328.4059143066406 None None None +9 2065 0.36137157678604126 330.747314453125 328.3983459472656 None None None +9 2066 0.36134815216064453 330.73443603515625 328.3855895996094 None None None +9 2067 0.36131995916366577 330.7215270996094 328.37286376953125 None None None +9 2068 0.36146384477615356 330.76422119140625 328.41461181640625 None None None +9 2069 0.3615108132362366 330.78387451171875 328.4339599609375 None None None +9 2070 0.3616393506526947 330.7930603027344 328.44232177734375 None None None +9 2071 0.36164727807044983 330.7835693359375 328.4327697753906 None None None +9 2072 0.36178120970726013 330.8155517578125 328.4638977050781 None None None +9 2073 0.3618573248386383 330.8115539550781 328.4593811035156 None None None +9 2074 0.36186668276786804 330.8038330078125 328.45159912109375 None None None +9 2075 0.36181795597076416 330.80657958984375 328.4546813964844 None None None +9 2076 0.3618179261684418 330.7865295410156 328.4346008300781 None None None +9 2077 0.3617837131023407 330.794677734375 328.4429931640625 None None None +9 2078 0.361756294965744 330.7883605957031 328.4368591308594 None None None +9 2079 0.3617400527000427 330.7603759765625 328.408935546875 None None None +9 2080 0.36174070835113525 330.7969970703125 328.445556640625 None None None +9 2081 0.36182448267936707 330.8028869628906 328.4508972167969 None None None +9 2082 0.36178264021873474 330.8049621582031 328.4532470703125 None None None +9 2083 0.36170661449432373 330.8087158203125 328.4574890136719 None None None +9 2084 0.3616498112678528 330.8145446777344 328.4637145996094 None None None +9 2085 0.36158671975135803 330.7715148925781 328.42108154296875 None None None +9 2086 0.3616660237312317 330.81182861328125 328.46087646484375 None None None +9 2087 0.3618142306804657 330.8356018066406 328.4836730957031 None None None +9 2088 0.3617735207080841 330.8274841308594 328.4757995605469 None None None +9 2089 0.3617393970489502 330.8080749511719 328.4566650390625 None None None +9 2090 0.3617474436759949 330.81890869140625 328.4674377441406 None None None +9 2091 0.3616951107978821 330.8216857910156 328.4705505371094 None None None +9 2092 0.361728310585022 330.8455810546875 328.4942626953125 None None None +9 2093 0.3617033362388611 330.8612976074219 328.5101318359375 None None None +9 2094 0.36173880100250244 330.843017578125 328.49163818359375 None None None +9 2095 0.3618060052394867 330.8531188964844 328.5013427734375 None None None +9 2096 0.3618161678314209 330.86614990234375 328.5142517089844 None None None +9 2097 0.361786812543869 330.871826171875 328.5201721191406 None None None +9 2098 0.36180567741394043 330.8907775878906 328.53900146484375 None None None +9 2099 0.361796498298645 330.8805847167969 328.52886962890625 None None None +9 2100 0.36176005005836487 330.9141540527344 328.5627136230469 None None None +9 2101 0.36183884739875793 330.9005126953125 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330.9458923339844 328.5933532714844 None None None +9 2115 0.361926406621933 330.93206787109375 328.5794982910156 None None None +9 2116 0.3618756830692291 330.88720703125 328.5350036621094 None None None +9 2117 0.3619091510772705 330.8699951171875 328.517578125 None None None +9 2118 0.361897349357605 330.8263244628906 328.4739685058594 None None None +9 2119 0.3618411421775818 330.8197937011719 328.46783447265625 None None None +9 2120 0.36184072494506836 330.79779052734375 328.44580078125 None None None +9 2121 0.3618132472038269 330.80450439453125 328.45269775390625 None None None +9 2122 0.36180925369262695 330.8679504394531 328.5161437988281 None None None +9 2123 0.3618628680706024 330.8516540527344 328.4994812011719 None None None +9 2124 0.3618277609348297 330.8226318359375 328.470703125 None None None +9 2125 0.36179447174072266 330.82366943359375 328.4719543457031 None None None +9 2126 0.3617999255657196 330.8310241699219 328.4792785644531 None None None +9 2127 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0.3479539453983307 328.3705139160156 326.10870361328125 None None None +10 1851 0.348004013299942 328.3786315917969 326.11651611328125 None None None +10 1852 0.3480062782764435 328.3668212890625 326.10467529296875 None None None +10 1853 0.34803247451782227 328.3501892089844 326.0878601074219 None None None +10 1854 0.34803393483161926 328.337890625 326.0755615234375 None None None +10 1855 0.3481268584728241 328.31854248046875 326.05560302734375 None None None +10 1856 0.34806421399116516 328.3304443359375 326.06793212890625 None None None +10 1857 0.3480983078479767 328.34613037109375 326.0833740234375 None None None +10 1858 0.3481219410896301 328.37420654296875 326.1112976074219 None None None +10 1859 0.3481111228466034 328.3921813964844 326.1293640136719 None None None +10 1860 0.3481164872646332 328.4019470214844 326.13909912109375 None None None +10 1861 0.34814178943634033 328.3984069824219 326.1354064941406 None None None +10 1862 0.34811389446258545 328.37640380859375 326.1135559082031 None None None +10 1863 0.3481672406196594 328.391357421875 326.128173828125 None None None +10 1864 0.3482109010219574 328.37017822265625 326.1067199707031 None None None +10 1865 0.34815511107444763 328.3553771972656 326.09228515625 None None None +10 1866 0.34812551736831665 328.35009765625 326.08721923828125 None None None +10 1867 0.3481157422065735 328.3457946777344 326.0830078125 None None None +10 1868 0.34812483191490173 328.3515625 326.0887145996094 None None None +10 1869 0.3480708599090576 328.33697509765625 326.074462890625 None None None +10 1870 0.34810900688171387 328.3163757324219 326.0535888671875 None None None +10 1871 0.34811413288116455 328.3098449707031 326.0469970703125 None None None +10 1872 0.34815770387649536 328.3502197265625 326.0870666503906 None None None +10 1873 0.34818193316459656 328.3634948730469 326.1002502441406 None None None +10 1874 0.348177045583725 328.3424072265625 326.0791931152344 None None None +10 1875 0.3480968475341797 328.3271484375 326.0644226074219 None None None +10 1876 0.3481580913066864 328.3277893066406 326.064697265625 None None None +10 1877 0.3481267988681793 328.3269958496094 326.0640869140625 None None None +10 1878 0.3481314182281494 328.3050231933594 326.0420837402344 None None None +10 1879 0.34808728098869324 328.2840881347656 326.02142333984375 None None None +10 1880 0.34802675247192383 328.2961120605469 326.0338439941406 None None None +10 1881 0.3480305075645447 328.3043518066406 326.04205322265625 None None None +10 1882 0.34799259901046753 328.3156433105469 326.0535888671875 None None None +10 1883 0.34797510504722595 328.29656982421875 326.03460693359375 None None None +10 1884 0.34793856739997864 328.28753662109375 326.0258483886719 None None None +10 1885 0.3480682671070099 328.29437255859375 326.0318298339844 None None None +10 1886 0.3481288254261017 328.25030517578125 325.98736572265625 None None None +10 1887 0.34808623790740967 328.234375 325.9717102050781 None None None +10 1888 0.3481098413467407 328.2496032714844 325.9867858886719 None None None +10 1889 0.34810057282447815 328.2333068847656 325.97052001953125 None None None +10 1890 0.34806206822395325 328.2539978027344 325.9914855957031 None None None +10 1891 0.34804683923721313 328.26373291015625 326.0013122558594 None None None +10 1892 0.3479863107204437 328.24981689453125 325.9877624511719 None None None +10 1893 0.348000705242157 328.26605224609375 326.00390625 None None None +10 1894 0.3481156527996063 328.31488037109375 326.052001953125 None None None +10 1895 0.34811827540397644 328.2940673828125 326.0311279296875 None None None +10 1896 0.3482271730899811 328.364501953125 326.1008605957031 None None None +10 1897 0.3482820391654968 328.37890625 326.1148986816406 None None None +10 1898 0.34838539361953735 328.3827209472656 326.1180419921875 None None None +10 1899 0.3484272062778473 328.39752197265625 326.1325988769531 None None None +10 1900 0.34837961196899414 328.38494873046875 326.1203308105469 None None None +10 1901 0.3484759032726288 328.3748474121094 326.109619140625 None None None +10 1902 0.3484402596950531 328.3864440917969 326.12139892578125 None None None +10 1903 0.34847790002822876 328.394287109375 326.1289978027344 None None None +10 1904 0.34844452142715454 328.4071350097656 326.14208984375 None None None +10 1905 0.34844279289245605 328.4104919433594 326.14544677734375 None None None +10 1906 0.34839946031570435 328.39776611328125 326.1330261230469 None None None +10 1907 0.34835729002952576 328.3680114746094 326.1035461425781 None None None +10 1908 0.3483830392360687 328.3646545410156 326.1000061035156 None None None +10 1909 0.3484627902507782 328.35858154296875 326.0934143066406 None None None +10 1910 0.3484908640384674 328.3567199707031 326.09136962890625 None None None +10 1911 0.34851446747779846 328.3651123046875 326.0995788574219 None None None +10 1912 0.34852170944213867 328.3738708496094 326.1083068847656 None None None +10 1913 0.3485179841518402 328.39984130859375 326.13427734375 None None None +10 1914 0.34851741790771484 328.38262939453125 326.1170654296875 None None None +10 1915 0.34848752617836 328.3583679199219 326.093017578125 None None None +10 1916 0.34855371713638306 328.4114990234375 326.1457214355469 None None None +10 1917 0.3485698401927948 328.4317321777344 326.1658630371094 None None None +10 1918 0.3485831618309021 328.47955322265625 326.213623046875 None None None +10 1919 0.3485385477542877 328.4492492675781 326.1835632324219 None None None +10 1920 0.348606675863266 328.43634033203125 326.1702575683594 None None None +10 1921 0.3485637605190277 328.4326477050781 326.16680908203125 None None None +10 1922 0.34853383898735046 328.4403381347656 326.1747131347656 None None None +10 1923 0.3485448658466339 328.4350280761719 326.1693420410156 None None None +10 1924 0.3485100269317627 328.411376953125 326.14593505859375 None None None +10 1925 0.3484768271446228 328.41424560546875 326.1490173339844 None None None +10 1926 0.3484037518501282 328.43585205078125 326.1711120605469 None None None +10 1927 0.34841620922088623 328.4501953125 326.1853942871094 None None None +10 1928 0.3483535349369049 328.4404602050781 326.17608642578125 None None None +10 1929 0.34828242659568787 328.4295959472656 326.1656494140625 None None None +10 1930 0.34821441769599915 328.41876220703125 326.1553039550781 None None None +10 1931 0.34825214743614197 328.443115234375 326.1794128417969 None None None +10 1932 0.34822502732276917 328.4499206542969 326.1864318847656 None None None +10 1933 0.3482530415058136 328.4385070800781 326.1748352050781 None None None +10 1934 0.3482852280139923 328.4728088378906 326.2088928222656 None None None +10 1935 0.34822991490364075 328.4796142578125 326.216064453125 None None None +10 1936 0.34829506278038025 328.4812927246094 326.21734619140625 None None None +10 1937 0.34834638237953186 328.4883117675781 326.2239990234375 None None None +10 1938 0.34827572107315063 328.4724426269531 326.2085876464844 None None None +10 1939 0.3482713997364044 328.48138427734375 326.2175598144531 None None None +10 1940 0.34821149706840515 328.4811706542969 326.2177429199219 None None None +10 1941 0.34819698333740234 328.46258544921875 326.1992492675781 None None None +10 1942 0.34812092781066895 328.4274597167969 326.1645812988281 None None None +10 1943 0.34807726740837097 328.4113464355469 326.14874267578125 None None None +10 1944 0.34810903668403625 328.41668701171875 326.15386962890625 None None None +10 1945 0.3482421040534973 328.49267578125 326.2289733886719 None None None +10 1946 0.3482552468776703 328.4933166503906 326.22955322265625 None None None +10 1947 0.3481861352920532 328.4987487792969 326.23541259765625 None None None +10 1948 0.34821683168411255 328.5524597167969 326.2889709472656 None None None +10 1949 0.3481879234313965 328.5533752441406 326.29010009765625 None None None +10 1950 0.3482006788253784 328.5576171875 326.29425048828125 None None None +10 1951 0.3481999933719635 328.59136962890625 326.3280029296875 None None None +10 1952 0.34821537137031555 328.5743103027344 326.310791015625 None None None +10 1953 0.3483433425426483 328.5779724121094 326.31365966796875 None None None +10 1954 0.3482683300971985 328.55438232421875 326.29052734375 None None None +10 1955 0.348321795463562 328.5455017089844 326.28131103515625 None None None +10 1956 0.34823331236839294 328.52337646484375 326.259765625 None None None +10 1957 0.34819817543029785 328.4798889160156 326.2164611816406 None None None +10 1958 0.34832119941711426 328.5220947265625 326.2579040527344 None None None +10 1959 0.34832385182380676 328.5381164550781 326.27392578125 None None None +10 1960 0.3482573330402374 328.5000305175781 326.2362365722656 None None None +10 1961 0.3482512831687927 328.5195617675781 326.25579833984375 None None None +10 1962 0.3482225835323334 328.51214599609375 326.24859619140625 None None None +10 1963 0.3482126295566559 328.516845703125 326.2533264160156 None None None +10 1964 0.34820666909217834 328.5178527832031 326.25439453125 None None None +10 1965 0.3481401205062866 328.5241394042969 326.2610778808594 None None None +10 1966 0.3481674790382385 328.5079040527344 326.2446594238281 None None None +10 1967 0.3481919467449188 328.50238037109375 326.23895263671875 None None None +10 1968 0.3481389582157135 328.5134582519531 326.2503662109375 None None None +10 1969 0.34820470213890076 328.5207824707031 326.25726318359375 None None None +10 1970 0.34815508127212524 328.5293884277344 326.2662048339844 None None None +10 1971 0.3480813205242157 328.5074768066406 326.2447509765625 None None None +10 1972 0.34818193316459656 328.49700927734375 326.2336730957031 None None None +10 1973 0.34809398651123047 328.46942138671875 326.2066650390625 None None None +10 1974 0.34805718064308167 328.46661376953125 326.2041015625 None None None +10 1975 0.34801751375198364 328.46551513671875 326.2032775878906 None None None +10 1976 0.3480184078216553 328.4565734863281 326.1943664550781 None None None +10 1977 0.34806790947914124 328.51934814453125 326.2568054199219 None None None +10 1978 0.3480646312236786 328.5118408203125 326.2492980957031 None None None +10 1979 0.34804266691207886 328.532470703125 326.27008056640625 None None None +10 1980 0.3480144143104553 328.5220642089844 326.2598571777344 None None None +10 1981 0.3480585813522339 328.4981384277344 326.2356262207031 None None None +10 1982 0.34797534346580505 328.4981689453125 326.2361755371094 None None None +10 1983 0.34803029894828796 328.4867248535156 326.2243957519531 None None None +10 1984 0.34810206294059753 328.46417236328125 326.2013854980469 None None None +10 1985 0.3481343686580658 328.4365234375 326.1734924316406 None None None +10 1986 0.34809011220932007 328.4208984375 326.1581726074219 None None None +10 1987 0.3480687141418457 328.4225158691406 326.159912109375 None None None +10 1988 0.3480503559112549 328.4248352050781 326.1623229980469 None None None +10 1989 0.3479978144168854 328.43603515625 326.17388916015625 None None None +10 1990 0.34797391295433044 328.4217529296875 326.1597595214844 None None None +10 1991 0.34796133637428284 328.42694091796875 326.1650390625 None None None +10 1992 0.34792351722717285 328.4123840332031 326.1507263183594 None None None +10 1993 0.347942054271698 328.4278564453125 326.16607666015625 None None None +10 1994 0.3478723168373108 328.3937072753906 326.13238525390625 None None None +10 1995 0.34782838821411133 328.38623046875 326.12518310546875 None None None +10 1996 0.3477427363395691 328.3915710449219 326.1310729980469 None None None +10 1997 0.3477140963077545 328.3955383300781 326.1352233886719 None None None +10 1998 0.34768736362457275 328.3936767578125 326.1335144042969 None None None +10 1999 0.34769150614738464 328.37109375 326.1109313964844 None None None +10 2000 0.347698450088501 328.3690185546875 326.1087646484375 None None None +10 2001 0.34776267409324646 328.369384765625 326.1087341308594 None None None +10 2002 0.3477100729942322 328.3898010253906 326.12945556640625 None None None +10 2003 0.34777092933654785 328.4267578125 326.166015625 None None None +10 2004 0.34783920645713806 328.44744873046875 326.186279296875 None None None +10 2005 0.34784436225891113 328.4429626464844 326.1817626953125 None None None +10 2006 0.3479410707950592 328.4649963378906 326.203125 None None None +10 2007 0.3479684889316559 328.47052001953125 326.2084655761719 None None None +10 2008 0.34803786873817444 328.4731750488281 326.2106628417969 None None None +10 2009 0.348037451505661 328.504150390625 326.2416687011719 None None None +10 2010 0.3480980694293976 328.5148620605469 326.2519836425781 None None None +10 2011 0.34809327125549316 328.5185852050781 326.2557373046875 None None None +10 2012 0.34805014729499817 328.5415344238281 326.2789611816406 None None None +10 2013 0.3482007086277008 328.5469665527344 326.2834167480469 None None None +10 2014 0.348300039768219 328.5538330078125 326.2896423339844 None None None +10 2015 0.3482993245124817 328.57135009765625 326.3071594238281 None None None +10 2016 0.348333477973938 328.5732727050781 326.3088684082031 None None None +10 2017 0.3482923209667206 328.5713195800781 326.30718994140625 None None None +10 2018 0.34829944372177124 328.5770568847656 326.3128967285156 None None None +10 2019 0.3483326733112335 328.57989501953125 326.3154602050781 None None None +10 2020 0.34832361340522766 328.576904296875 326.31256103515625 None None None +10 2021 0.3483692705631256 328.5660095214844 326.3013916015625 None None None +10 2022 0.34833118319511414 328.57861328125 326.31427001953125 None None None +10 2023 0.3483882546424866 328.5552978515625 326.29052734375 None None None +10 2024 0.3484213352203369 328.55364990234375 326.2886962890625 None None None +10 2025 0.34851017594337463 328.55096435546875 326.285400390625 None None None +10 2026 0.34846967458724976 328.5469665527344 326.2817077636719 None None None +10 2027 0.34850725531578064 328.5611572265625 326.2956237792969 None None None +10 2028 0.3485598862171173 328.58099365234375 326.3151550292969 None None None +10 2029 0.3485923409461975 328.6244201660156 326.35833740234375 None None None +10 2030 0.3486955463886261 328.638671875 326.3719177246094 None None None +10 2031 0.34869515895843506 328.6512451171875 326.3844909667969 None None None +10 2032 0.3486725091934204 328.63427734375 326.3677062988281 None None None +10 2033 0.34868425130844116 328.6118469238281 326.3451843261719 None None None +10 2034 0.3487287163734436 328.63787841796875 326.3709411621094 None None None +10 2035 0.3487173318862915 328.6463317871094 326.37945556640625 None None None +10 2036 0.34871017932891846 328.6450500488281 326.37823486328125 None None None +10 2037 0.34871533513069153 328.709716796875 326.4428405761719 None None 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0.3093007504940033 322.7535705566406 320.7430114746094 None None None +12 1953 0.30931276082992554 322.7729797363281 320.7623291015625 None None None +12 1954 0.30924320220947266 322.7662353515625 320.75604248046875 None None None +12 1955 0.30922967195510864 322.7742919921875 320.76416015625 None None None +12 1956 0.30926963686943054 322.79241943359375 320.7820129394531 None None None +12 1957 0.3093293607234955 322.7784118652344 320.7676086425781 None None None +12 1958 0.3094106912612915 322.7815246582031 320.77020263671875 None None None +12 1959 0.3094390332698822 322.7961730957031 320.78466796875 None None None +12 1960 0.3094301223754883 322.7901306152344 320.7786560058594 None None None +12 1961 0.3095318377017975 322.8042907714844 320.79217529296875 None None None +12 1962 0.30952444672584534 322.79974365234375 320.7876892089844 None None None +12 1963 0.30947211384773254 322.7610778808594 320.7493591308594 None None None +12 1964 0.3094688653945923 322.74755859375 320.7358703613281 None None None +12 1965 0.30956774950027466 322.75225830078125 320.73992919921875 None None None +12 1966 0.3095642626285553 322.760498046875 320.7481689453125 None None None +12 1967 0.3095819652080536 322.7660827636719 320.7536315917969 None None None +12 1968 0.3095720112323761 322.7786865234375 320.7663269042969 None None None +12 1969 0.3095442056655884 322.7738952636719 320.76171875 None None None +12 1970 0.3094918727874756 322.7766418457031 320.7647705078125 None None None +12 1971 0.3094623386859894 322.7424621582031 320.7308044433594 None None None +12 1972 0.30942386388778687 322.7449951171875 320.73358154296875 None None None +12 1973 0.30945441126823425 322.7826843261719 320.77105712890625 None None None +12 1974 0.30951988697052 322.8106994628906 320.79864501953125 None None None +12 1975 0.3095119893550873 322.786376953125 320.7743835449219 None None None +12 1976 0.30946776270866394 322.7599182128906 320.74822998046875 None None None +12 1977 0.30948516726493835 322.7808837890625 320.7690734863281 None None None +12 1978 0.3094960153102875 322.78558349609375 320.77374267578125 None None None +12 1979 0.309529572725296 322.7874450683594 320.775390625 None None None +12 1980 0.3095041513442993 322.799560546875 320.78765869140625 None None None +12 1981 0.3095153868198395 322.8091125488281 320.79718017578125 None None None +12 1982 0.3095511794090271 322.8207702636719 320.80859375 None None None +12 1983 0.30952781438827515 322.8685607910156 320.8565673828125 None None None +12 1984 0.3095516264438629 322.89007568359375 320.8779296875 None None None +12 1985 0.3095490038394928 322.87896728515625 320.8668518066406 None None None +12 1986 0.3095884919166565 322.9046936035156 320.892333984375 None None None +12 1987 0.30956587195396423 322.931396484375 320.919189453125 None None None +12 1988 0.3096572160720825 322.95233154296875 320.9395446777344 None None None +12 1989 0.30963945388793945 322.93267822265625 320.91998291015625 None None None +12 1990 0.3096214830875397 322.95989990234375 320.94732666015625 None None None +12 1991 0.30962687730789185 322.9928283691406 320.9801940917969 None None None +12 1992 0.3097057342529297 322.9708251953125 320.95770263671875 None None None +12 1993 0.3097566068172455 322.961669921875 320.94818115234375 None None None +12 1994 0.30973124504089355 322.94775390625 320.9344177246094 None None None +12 1995 0.30972668528556824 322.9243469238281 320.91107177734375 None None None +12 1996 0.30968230962753296 322.9456481933594 320.9326477050781 None None None +12 1997 0.3097117245197296 322.98065185546875 320.96746826171875 None None None +12 1998 0.30973124504089355 323.0020446777344 320.9887390136719 None None None +12 1999 0.309848427772522 323.0096130371094 320.9955749511719 None None None +12 2000 0.3099052608013153 323.0111083984375 320.9967041015625 None None None +12 2001 0.3099044859409332 323.0204772949219 321.00604248046875 None None None +12 2002 0.30992862582206726 323.02545166015625 321.0108642578125 None None None +12 2003 0.3098490536212921 322.99310302734375 320.9790344238281 None None None +12 2004 0.3098151981830597 322.9888916015625 320.9750671386719 None None None +12 2005 0.3097566068172455 322.9554443359375 320.9419860839844 None None None +12 2006 0.30984023213386536 322.9292297363281 320.9151916503906 None None None +12 2007 0.3098548352718353 322.9220886230469 320.9079895019531 None None None +12 2008 0.30983486771583557 322.9124450683594 320.89849853515625 None None None +12 2009 0.3098166584968567 322.8904113769531 320.8765563964844 None None None +12 2010 0.30981072783470154 322.8677673339844 320.85394287109375 None None None +12 2011 0.3097984492778778 322.87384033203125 320.8600769042969 None None None +12 2012 0.30983060598373413 322.8818359375 320.86785888671875 None None None +12 2013 0.30985575914382935 322.89617919921875 320.88201904296875 None None None +12 2014 0.3098183274269104 322.9000244140625 320.8861083984375 None 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320.8886413574219 None None None +12 2028 0.3097946047782898 322.90740966796875 320.8936767578125 None None None +12 2029 0.30980005860328674 322.8869323730469 320.8731384277344 None None None +12 2030 0.30978015065193176 322.8826599121094 320.8689880371094 None None None +12 2031 0.30972620844841003 322.88330078125 320.8700256347656 None None None +12 2032 0.30971500277519226 322.86114501953125 320.847900390625 None None None +12 2033 0.3097614645957947 322.825927734375 320.8124084472656 None None None +12 2034 0.30977025628089905 322.81878662109375 320.8052062988281 None None None +12 2035 0.309806227684021 322.8144226074219 320.8006591796875 None None None +12 2036 0.3098215162754059 322.7952575683594 320.7813720703125 None None None +12 2037 0.3097696602344513 322.8141174316406 320.8005676269531 None None None +12 2038 0.3098182678222656 322.8401184082031 320.82623291015625 None None None +12 2039 0.30988749861717224 322.833984375 320.8196716308594 None None None +12 2040 0.30990996956825256 322.84259033203125 320.8281555175781 None None None +12 2041 0.30993005633354187 322.8705749511719 320.85595703125 None None None +12 2042 0.30995550751686096 322.89898681640625 320.88421630859375 None None None +12 2043 0.309967041015625 322.928955078125 320.91412353515625 None None None +12 2044 0.30994123220443726 322.9449462890625 320.9302673339844 None None None +12 2045 0.309915691614151 322.94879150390625 320.9342956542969 None None None +12 2046 0.30993372201919556 322.9451904296875 320.9305725097656 None None None +12 2047 0.3099499046802521 322.94903564453125 320.934326171875 None None None +12 2048 0.30990296602249146 322.9118957519531 320.89752197265625 None None None +12 2049 0.3098565936088562 322.9065856933594 320.8924865722656 None None None +12 2050 0.30985715985298157 322.8702697753906 320.856201171875 None None None +12 2051 0.3098551332950592 322.87115478515625 320.8570861816406 None None None +12 2052 0.30990955233573914 322.8517761230469 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0.30990734696388245 322.9830322265625 320.9685363769531 None None None +12 2066 0.30990129709243774 322.9512023925781 320.9367370605469 None None None +12 2067 0.3098514676094055 322.9232177734375 320.9090881347656 None None None +12 2068 0.3098704516887665 322.91778564453125 320.9035339355469 None None None +12 2069 0.3099030554294586 322.9171447753906 320.9026794433594 None None None +12 2070 0.30985206365585327 322.90106201171875 320.886962890625 None None None +12 2071 0.3097882568836212 322.89129638671875 320.8775634765625 None None None +12 2072 0.3097560405731201 322.87005615234375 320.85650634765625 None None None +12 2073 0.30972060561180115 322.8591613769531 320.8458557128906 None None None +12 2074 0.30970844626426697 322.842041015625 320.8288269042969 None None None +12 2075 0.3096495568752289 322.8485107421875 320.8356628417969 None None None +12 2076 0.3096039295196533 322.87188720703125 320.8593444824219 None None None +12 2077 0.30957213044166565 322.8501281738281 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317.4468994140625 None None None +13 1873 0.2945535182952881 319.3540954589844 317.44012451171875 None None None +13 1874 0.2945422828197479 319.36077880859375 317.4468994140625 None None None +13 1875 0.2945570945739746 319.388427734375 317.4744873046875 None None None +13 1876 0.29453346133232117 319.3845520019531 317.47076416015625 None None None +13 1877 0.29457294940948486 319.4360656738281 317.5220031738281 None None None +13 1878 0.2945754826068878 319.4341735839844 317.52008056640625 None None None +13 1879 0.2945326268672943 319.4079284667969 317.49407958984375 None None None +13 1880 0.29448479413986206 319.396240234375 317.48272705078125 None None None +13 1881 0.2944815158843994 319.4120178222656 317.4985046386719 None None None +13 1882 0.2944301664829254 319.4098815917969 317.4967346191406 None None None +13 1883 0.2944667339324951 319.436279296875 317.52288818359375 None None None +13 1884 0.2945433557033539 319.4393310546875 317.52545166015625 None None None +13 1885 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317.4394836425781 None None None +13 1898 0.2943233549594879 319.3725280761719 317.4599914550781 None None None +13 1899 0.2943643033504486 319.39056396484375 317.4777526855469 None None None +13 1900 0.2943657338619232 319.3801574707031 317.46734619140625 None None None +13 1901 0.29433947801589966 319.3747253417969 317.4620361328125 None None None +13 1902 0.2943289577960968 319.3428649902344 317.43023681640625 None None None +13 1903 0.29431504011154175 319.3666687011719 317.4541320800781 None None None +13 1904 0.2943190634250641 319.35919189453125 317.4466247558594 None None None +13 1905 0.2942977547645569 319.3846130371094 317.47216796875 None None None +13 1906 0.29431062936782837 319.3748779296875 317.46234130859375 None None None +13 1907 0.2943367660045624 319.4352111816406 317.5224914550781 None None None +13 1908 0.2943040728569031 319.43414306640625 317.5216369628906 None None None +13 1909 0.29425522685050964 319.4371643066406 317.52496337890625 None None None +13 1910 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317.5247497558594 None None None +13 1923 0.2941378951072693 319.4657897949219 317.5544128417969 None None None +13 1924 0.29413682222366333 319.4658508300781 317.5544738769531 None None None +13 1925 0.2941006124019623 319.44927978515625 317.53814697265625 None None None +13 1926 0.294244647026062 319.4508361816406 317.5387878417969 None None None +13 1927 0.294289767742157 319.44183349609375 317.5294494628906 None None None +13 1928 0.2943870425224304 319.4375 317.5245361328125 None None None +13 1929 0.29438087344169617 319.4520568847656 317.5390930175781 None None None +13 1930 0.29434049129486084 319.4542541503906 317.5415344238281 None None None +13 1931 0.29433542490005493 319.4515075683594 317.538818359375 None None None +13 1932 0.29428306221961975 319.4388427734375 317.5264892578125 None None None +13 1933 0.2942273020744324 319.418212890625 317.5062255859375 None None None +13 1934 0.29420581459999084 319.4319763183594 317.5201416015625 None None None +13 1935 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317.5801696777344 None None None +13 1948 0.29409679770469666 319.4908447265625 317.5796813964844 None None None +13 1949 0.29408472776412964 319.4851989746094 317.5741271972656 None None None +13 1950 0.29404276609420776 319.46478271484375 317.5539855957031 None None None +13 1951 0.29407060146331787 319.4710998535156 317.56011962890625 None None None +13 1952 0.29404416680336 319.44952392578125 317.5387268066406 None None None +13 1953 0.29402944445610046 319.448974609375 317.5382995605469 None None None +13 1954 0.29402342438697815 319.4172668457031 317.50665283203125 None None None +13 1955 0.29403162002563477 319.3900146484375 317.47930908203125 None None None +13 1956 0.2939879894256592 319.4283447265625 317.5179138183594 None None None +13 1957 0.29403233528137207 319.42425537109375 317.5135498046875 None None None +13 1958 0.2942318022251129 319.45672607421875 317.54473876953125 None None None +13 1959 0.2941841185092926 319.4601745605469 317.5484924316406 None None None +13 1960 0.2942473888397217 319.4752197265625 317.5631103515625 None None None +13 1961 0.2942259609699249 319.4525451660156 317.54058837890625 None None None +13 1962 0.29427963495254517 319.4394226074219 317.5271301269531 None None None +13 1963 0.29427260160446167 319.4254150390625 317.51318359375 None None None +13 1964 0.2942964434623718 319.4193420410156 317.5069274902344 None None None +13 1965 0.29434043169021606 319.4502258300781 317.5375061035156 None None None +13 1966 0.29437750577926636 319.4546813964844 317.5417175292969 None None None +13 1967 0.29438719153404236 319.45745849609375 317.54443359375 None None None +13 1968 0.29433658719062805 319.4491882324219 317.5364990234375 None None None +13 1969 0.2943110466003418 319.4630432128906 317.550537109375 None None None +13 1970 0.29429084062576294 319.4251708984375 317.5127868652344 None None None +13 1971 0.29425716400146484 319.44189453125 317.5296936035156 None None None +13 1972 0.29428571462631226 319.4516296386719 317.53924560546875 None None None +13 1973 0.2942473888397217 319.460205078125 317.5480651855469 None None None +13 1974 0.2942410409450531 319.4556884765625 317.5435791015625 None None None +13 1975 0.2942664921283722 319.4764099121094 317.56414794921875 None None None +13 1976 0.2942943274974823 319.4744567871094 317.56201171875 None None None +13 1977 0.29427579045295715 319.49127197265625 317.57891845703125 None None None +13 1978 0.29429781436920166 319.52142333984375 317.60894775390625 None None None +13 1979 0.2942422032356262 319.51165771484375 317.5995178222656 None None None +13 1980 0.2942016124725342 319.4979553222656 317.5860900878906 None None None +13 1981 0.2941696047782898 319.5418701171875 317.6302185058594 None None None +13 1982 0.294139564037323 319.5156555175781 317.6041564941406 None None None +13 1983 0.2941490113735199 319.4975280761719 317.5859680175781 None None None +13 1984 0.294094055891037 319.48748779296875 317.5762939453125 None None None +13 1985 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317.62457275390625 None None None +13 1998 0.2939683496952057 319.54095458984375 317.63055419921875 None None None +13 1999 0.2939556837081909 319.533203125 317.6228942871094 None None None +13 2000 0.293953537940979 319.50408935546875 317.5938415527344 None None None +13 2001 0.2939358949661255 319.5209045410156 317.61077880859375 None None None +13 2002 0.29393449425697327 319.5184326171875 317.6083068847656 None None None +13 2003 0.29394373297691345 319.4981384277344 317.5879821777344 None None None +13 2004 0.2938847839832306 319.49322509765625 317.58343505859375 None None None +13 2005 0.29393255710601807 319.4781494140625 317.5680847167969 None None None +13 2006 0.2939557731151581 319.47344970703125 317.5632019042969 None None None +13 2007 0.2939950227737427 319.49176025390625 317.5812683105469 None None None +13 2008 0.2939423620700836 319.49554443359375 317.5853576660156 None None None +13 2009 0.2939269542694092 319.48858642578125 317.57855224609375 None None None +13 2010 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317.4234313964844 None None None +13 2023 0.2939426302909851 319.3641357421875 317.4539794921875 None None None +13 2024 0.2939043641090393 319.3719787597656 317.46209716796875 None None None +13 2025 0.29393914341926575 319.4322509765625 317.52215576171875 None None None +13 2026 0.29388877749443054 319.44732666015625 317.53753662109375 None None None +13 2027 0.293931245803833 319.4384460449219 317.5283508300781 None None None +13 2028 0.29396945238113403 319.4454040527344 317.53509521484375 None None None +13 2029 0.29397258162498474 319.44775390625 317.5374450683594 None None None +13 2030 0.2939237058162689 319.43536376953125 317.52532958984375 None None None +13 2031 0.29394087195396423 319.4251708984375 317.5150451660156 None None None +13 2032 0.2939442992210388 319.4186096191406 317.5084228515625 None None None +13 2033 0.293902188539505 319.4034423828125 317.4934997558594 None None None +13 2034 0.2940116226673126 319.3939514160156 317.48333740234375 None None None +13 2035 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+13 2336 0.29396820068359375 319.47064208984375 317.560546875 None None None +13 2337 0.2940223217010498 319.47412109375 317.5636901855469 None None None +13 2338 0.2940513491630554 319.48736572265625 317.5767517089844 None None None +13 2339 0.29407769441604614 319.46453857421875 317.5537414550781 None None None +13 2340 0.2940486967563629 319.4681396484375 317.5574951171875 None None None +13 2341 0.294021874666214 319.4570617675781 317.546630859375 None None None +13 2342 0.2939748466014862 319.43994140625 317.52978515625 None None None +13 2343 0.2939576506614685 319.46307373046875 317.5530700683594 None None None +13 2344 0.29392752051353455 319.49114990234375 317.5813293457031 None None None +13 2345 0.2939381003379822 319.49432373046875 317.5844421386719 None None None +13 2346 0.29390066862106323 319.5138244628906 317.60418701171875 None None None +13 2347 0.29387879371643066 319.51678466796875 317.6072692871094 None None None +13 2348 0.2938220500946045 319.52398681640625 317.6148376464844 None None None +13 2349 0.29379403591156006 319.5857849121094 317.6768493652344 None None None +13 2350 0.2938081920146942 319.5785827636719 317.6695251464844 None None None +13 2351 0.29379186034202576 319.6079406738281 317.698974609375 None None None +13 2352 0.293781578540802 319.62548828125 317.71661376953125 None None None +13 2353 0.2938525080680847 319.64019775390625 317.7308654785156 None None None +13 2354 0.2938348054885864 319.6438903808594 317.7346496582031 None None None +13 2355 0.29393479228019714 319.6623840332031 317.75250244140625 None None None +13 2356 0.2939104437828064 319.6515808105469 317.7418518066406 None None None +13 2357 0.29387298226356506 319.61553955078125 317.7060546875 None None None +13 2358 0.2939046323299408 319.5985107421875 317.6888427734375 None None None +13 2359 0.2938705086708069 319.5827331542969 317.67327880859375 None None None +13 2360 0.29389727115631104 319.5885314941406 317.67889404296875 None None None +13 2361 0.29394450783729553 319.5804138183594 317.67047119140625 None None None +13 2362 0.29389670491218567 319.5605163574219 317.6509094238281 None None None +13 2363 0.2938937246799469 319.5851745605469 317.6755676269531 None None None +13 2364 0.29388660192489624 319.5809631347656 317.6714172363281 None None None +13 2365 0.2938932180404663 319.5687561035156 317.65911865234375 None None None +13 2366 0.29390308260917664 319.5604553222656 317.6507873535156 None None None +13 2367 0.29389747977256775 319.57989501953125 317.6702575683594 None None None +13 2368 0.2938745319843292 319.5786437988281 317.6691589355469 None None None +13 2369 0.29391852021217346 319.5947570800781 317.6849670410156 None None None +13 2370 0.29398638010025024 319.5872497558594 317.677001953125 None None None +13 2371 0.29397761821746826 319.56317138671875 317.6529846191406 None None None +13 2372 0.293939471244812 319.5472106933594 317.63726806640625 None None None +13 2373 0.29393628239631653 319.5468444824219 317.6369323730469 None None None +13 2374 0.2939111292362213 319.55224609375 317.6424865722656 None None None +13 2375 0.29389122128486633 319.5604553222656 317.65081787109375 None None None +13 2376 0.29384711384773254 319.56964111328125 317.6602783203125 None None None +13 2377 0.29380300641059875 319.55523681640625 317.64617919921875 None None None +13 2378 0.29382386803627014 319.57415771484375 317.6649475097656 None None None +13 2379 0.29379838705062866 319.5477294921875 317.638671875 None None None +13 2380 0.29377099871635437 319.5618896484375 317.6530456542969 None None None +13 2381 0.2937859892845154 319.570068359375 317.6611022949219 None None None +13 2382 0.2938031256198883 319.5802001953125 317.6711120605469 None None None +13 2383 0.2937917411327362 319.5686340332031 317.6596374511719 None None None +13 2384 0.29375454783439636 319.5953674316406 317.6866149902344 None None None +13 2385 0.2937167286872864 319.6287841796875 317.72027587890625 None None None diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b1f02a245d43426c71ce788d5fd6b11f2b72e8b --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:39:17.710690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:21.297695: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:21.302672: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:39:21.324706: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:39:21.324814: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:21.355177: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:21.355340: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:21.370796: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:21.378962: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:21.407392: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:21.414264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:21.415783: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:21.420412: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:21.420811: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:39:21.421937: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:21.422236: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-16 23:39:21.422302: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:21.422343: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:21.422369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:21.422394: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:21.422419: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:21.422444: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:21.422469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:21.422494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:21.422982: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:21.424709: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:23.641786: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:39:23.641888: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:39:23.641909: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:39:23.645546: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:83:00.0, compute capability: 6.0) +2023-07-16 23:39:24.666990: 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.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c29e00f68ccb3f8b9a0eef411b969241ded2bb6 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/bias_model_scaled diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet.params.json b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..440f29b6c1932ec2fb4301e1630189e9d023d51d --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "6.5", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_data_params.tsv b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..ae70fb2052576b7bc78a6796628a2e39e690d6ae --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 6.0 +counts_sum_max_thresh 2931.79 +trainings_pts_post_thresh 172133 diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..641a12fb421e8c717bb6cccd4db2796d1947b662 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 13:04:14.035790: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:16.804035: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:16.807766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 13:04:17.174788: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:8a:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 13:04:17.174889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.200296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.200445: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.212060: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.217171: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.235412: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.240253: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.241328: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.363931: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.364434: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 13:04:17.365455: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.368562: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:8a:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-17 13:04:17.368607: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.368642: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.368660: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.368676: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.368691: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.368705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.368720: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.368734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.379373: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.381232: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:20.680901: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 13:04:20.681046: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 13:04:20.681063: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 13:04:20.688441: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:8a:00.0, compute capability: 8.0) +2023-07-17 13:04:23.306688: 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.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d2ed758029fc833e528f7c3a9837732d6c8decc --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/chrombpnet diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_model_params.tsv b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..030e22db5164aaaa8e93f83df840374062570299 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 6.5 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..83413421c27b8879749c02fb81d73a764cbbd5b5 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..83413421c27b8879749c02fb81d73a764cbbd5b5 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.epoch_loss.csv b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..60ca4970049aeb64de0674b81c97cc12e2802030 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.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 +0,1.536049723625183,365.8699645996094,375.8548278808594,0.6065818071365356,415.1147155761719,419.0577087402344 +1,0.5542137622833252,348.6054382324219,352.2078857421875,0.4707699120044708,406.5162353515625,409.5760803222656 +2,0.48773321509361267,342.3206787109375,345.4905090332031,0.438638299703598,401.63714599609375,404.4883117675781 +3,0.4570261538028717,338.9614562988281,341.932373046875,0.40447723865509033,402.2358093261719,404.865234375 +4,0.4324542284011841,336.78692626953125,339.5982971191406,0.5618929266929626,398.364990234375,402.0173034667969 +5,0.41354233026504517,334.1759948730469,336.8645324707031,0.45372283458709717,399.68634033203125,402.63531494140625 +6,0.3968570828437805,332.69024658203125,335.2698669433594,0.4760427474975586,398.3963623046875,401.4906005859375 +7,0.3851085305213928,330.48602294921875,332.988525390625,0.35657939314842224,398.4853820800781,400.80279541015625 +8,0.37482529878616333,329.40716552734375,331.8439636230469,0.35715070366859436,395.81390380859375,398.1353759765625 +9,0.3605729639530182,328.39080810546875,330.734375,0.367458701133728,397.5610046386719,399.94940185546875 +10,0.3488212525844574,326.22869873046875,328.4960632324219,0.36951738595962524,396.81695556640625,399.2188415527344 +11,0.3431011736392975,326.2972717285156,328.5272521972656,0.36635446548461914,399.0517272949219,401.4330139160156 +12,0.3076491355895996,320.673828125,322.6735534667969,0.33498984575271606,396.609619140625,398.786865234375 +13,0.2937167286872864,317.72027587890625,319.6287841796875,0.3361209034919739,397.3537292480469,399.53863525390625 diff --git a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stderr.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d37cc8cf2411199cf57e4e9e63dab8f47f34518 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stderr.txt @@ -0,0 +1,328 @@ +2022-10-07 01:02:48.751348: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:47.319015: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:08:47.321033: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:08:47.372759: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 01:08:47.372869: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:47.482374: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:47.482494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:47.526060: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:08:47.765400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:08:47.863390: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:08:47.888485: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:08:47.893103: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:47.897174: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:08:47.897569: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:08:47.897654: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:08:47.898108: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 01:08:47.898142: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:47.898164: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:47.898183: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:47.898202: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:08:47.898220: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:08:47.898238: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:08:47.898255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:08:47.898273: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:47.899032: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:08:47.901078: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:51.022423: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:08:51.149143: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:08:51.149200: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:08:51.159164: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +2022-10-07 01:08:52.470704: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:08:52.482064: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 01:08:52.715142: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:55.293883: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:55.304109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:09:40.249992: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:09:42.262212: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:09:42.263084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:09:42.321698: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 01:09:42.321812: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:09:42.324480: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:09:42.324539: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:09:42.325747: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:09:42.325978: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:09:42.328753: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:09:42.329376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:09:42.329534: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:09:42.330402: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:09:42.330765: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:09:42.330853: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:09:42.331290: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 01:09:42.331337: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:09:42.331360: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:09:42.331379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:09:42.331396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:09:42.331414: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:09:42.331431: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:09:42.331448: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:09:42.331465: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:09:42.332216: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:09:42.332261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:09:42.900824: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:09:42.900925: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:09:42.900941: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:09:42.902320: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +2022-10-07 01:15:36.951858: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:15:36.952371: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 01:15:38.792111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:15:39.096400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:15:39.116417: 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: 0.1804s vs `on_train_batch_end` time: 0.2495s). Check your callbacks. +2022-10-07 05:58:33.708688: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 05:58:36.989587: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 05:58:36.990546: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 05:58:37.043190: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 05:58:37.043291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 05:58:37.045921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 05:58:37.045984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 05:58:37.047214: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 05:58:37.047438: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 05:58:37.050190: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 05:58:37.050812: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 05:58:37.050971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 05:58:37.055216: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 05:58:37.055639: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 05:58:37.055734: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 05:58:37.056229: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 05:58:37.056265: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 05:58:37.056293: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 05:58:37.056317: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 05:58:37.056339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 05:58:37.056361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 05:58:37.056383: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 05:58:37.056406: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 05:58:37.056428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 05:58:37.057238: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 05:58:37.057282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 05:58:37.636681: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 05:58:37.636780: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 05:58:37.636804: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 05:58:37.638950: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +2022-10-07 06:00:29.259052: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 06:00:29.263760: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 06:00:29.383463: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:00:29.675104: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:00:29.677421: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 06:05:17.646112: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:05:20.597401: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:05:20.614772: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 06:05:20.683035: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:05:20.683134: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:05:20.686061: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:05:20.686139: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:05:20.687570: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:05:20.687854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:05:20.691117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:05:20.691872: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:05:20.692064: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:05:20.693042: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:05:20.693437: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 06:05:20.693552: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:05:20.694068: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:05:20.694102: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:05:20.694125: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:05:20.694144: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:05:20.694162: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:05:20.694181: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:05:20.694199: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:05:20.694217: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:05:20.694235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:05:20.694992: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:05:20.695032: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:05:21.271508: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 06:05:21.271611: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 06:05:21.271628: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 06:05:21.273014: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 06:06:47.262767: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 06:06:47.265880: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 06:06:47.340914: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:06:47.622596: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:06:47.624287: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 06:11:18.363359: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:11:21.318843: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:11:21.319766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 06:11:21.376940: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:11:21.377047: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:11:21.380093: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:11:21.380167: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:11:21.381608: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:11:21.381890: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:11:21.385114: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:11:21.385730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:11:21.385896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:11:21.391560: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:11:21.391929: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 06:11:21.392017: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:11:21.392449: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:11:21.392478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:11:21.392501: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:11:21.392521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:11:21.392560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:11:21.392580: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:11:21.392599: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:11:21.392617: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:11:21.392636: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:11:21.393374: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:11:21.393412: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:11:21.940825: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 06:11:21.940931: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 06:11:21.940947: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 06:11:21.942322: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +2022-10-07 06:12:48.216776: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 06:12:48.218979: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 06:12:48.267338: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:12:48.552191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:12:48.553854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 06:14:20.059876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:14:21.512454: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:14:21.513350: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 06:14:21.593150: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:14:21.593258: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:14:21.595860: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:14:21.595927: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:14:21.597131: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:14:21.597364: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:14:21.600113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:14:21.600734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:14:21.600904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:14:21.601771: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:14:21.602140: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 06:14:21.602221: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:14:21.602665: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:14:21.602703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:14:21.602728: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:14:21.602750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:14:21.602771: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:14:21.602800: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:14:21.602822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:14:21.602842: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:14:21.602862: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:14:21.603615: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:14:21.603659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:14:22.154351: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 06:14:22.154472: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 06:14:22.154489: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 06:14:22.156270: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 06:14:37.027937: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 06:14:37.028553: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 06:14:37.290981: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:14:37.627321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:14:37.629905: 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/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints’: File exists +2022-10-07 06:17:59.725524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:18:01.157401: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:18:01.158280: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 06:18:01.210585: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:18:01.210690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:18:01.213291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:18:01.213355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:18:01.214564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:18:01.214800: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:18:01.217562: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:18:01.218192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:18:01.218355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:18:01.219195: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:18:01.219547: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 06:18:01.219630: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 06:18:01.220062: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c4:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-10-07 06:18:01.220121: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:18:01.220147: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:18:01.220170: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:18:01.220191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 06:18:01.220211: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 06:18:01.220232: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 06:18:01.220253: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 06:18:01.220273: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 06:18:01.220998: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 06:18:01.221045: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 06:18:01.771681: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 06:18:01.771789: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 06:18:01.771805: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 06:18:01.773120: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30130 MB memory) -> physical GPU (device: 0, name: Tesla V100S-PCIE-32GB, pci bus id: 0000:c4:00.0, compute capability: 7.0) +2022-10-07 06:18:16.289659: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 06:18:16.290292: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499905000 Hz +2022-10-07 06:18:16.468483: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 06:18:16.801059: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 06:18:16.802943: 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.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stdout.txt b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fbd142a4ca23ec9a20bc55500ba5d4dfcfed669 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stdout.txt @@ -0,0 +1,464 @@ +DNase-seq +DNASE_SE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +Fri Oct 7 01:02:46 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 Tesla V100S-PCI... On | 00000000:C4:00.0 Off | 0 | +| N/A 30C P0 26W / 250W | 0MiB / 32768MiB | 0% E. Process | +| | | N/A | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-10-07_01-02-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 159748 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 159748 +Number of peaks input: 40252 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 40252 +Number of non peaks input: 160087 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 160087 +Number of non peaks input: 39912 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 39912 +Number of peaks after removing outliers: 157990 +Number of nonpeaks after removing outliers: 142137 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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--genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '6.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(138818, 10) +loading nonpeaks... +got split:train for bed regions:(125631, 10) +loading peaks... +got split:valid for bed regions:(19172, 10) +loading nonpeaks... +got split:valid for bed regions:(16506, 10) +Epoch 1/50 + 1/2386 [..............................] - ETA: 5:42:49 - loss: 443.8172 - logits_profile_predictions_loss: 432.4488 - logcount_predictions_loss: 1.7490 2/2386 [..............................] - ETA: 19:16 - loss: 1262.5243 - logits_profile_predictions_loss: 388.5566 - logcount_predictions_loss: 134.4566 3/2386 [..............................] - ETA: 19:16 - loss: 1365.0092 - logits_profile_predictions_loss: 394.5644 - logcount_predictions_loss: 149.2992 4/2386 [..............................] - ETA: 19:09 - loss: 1344.1997 - logits_profile_predictions_loss: 397.3947 - logcount_predictions_loss: 145.6623 5/2386 [..............................] - ETA: 19:06 - loss: 1303.4934 - logits_profile_predictions_loss: 405.3003 - logcount_predictions_loss: 138.1835 6/2386 [..............................] - ETA: 19:01 - loss: 1262.0396 - logits_profile_predictions_loss: 415.2561 - logcount_predictions_loss: 130.2744 7/2386 [..............................] - ETA: 18:59 - loss: 1218.7379 - logits_profile_predictions_loss: 420.5148 - logcount_predictions_loss: 122.8036 8/2386 [..............................] - ETA: 18:57 - loss: 1178.4307 - logits_profile_predictions_loss: 424.3667 - logcount_predictions_loss: 116.0099 9/2386 [..............................] - ETA: 18:55 - loss: 1139.8942 - logits_profile_predictions_loss: 425.5589 - logcount_predictions_loss: 109.8977 10/2386 [..............................] - ETA: 18:53 - loss: 1104.2932 - logits_profile_predictions_loss: 425.6113 - logcount_predictions_loss: 104.4126 11/2386 [..............................] - ETA: 18:50 - loss: 1072.2677 - logits_profile_predictions_loss: 425.5993 - logcount_predictions_loss: 99.4874  12/2386 [..............................] - ETA: 18:49 - loss: 1042.8899 - logits_profile_predictions_loss: 425.0933 - logcount_predictions_loss: 95.0456 13/2386 [..............................] - ETA: 18:48 - loss: 1016.8978 - logits_profile_predictions_loss: 425.2126 - logcount_predictions_loss: 91.0285 14/2386 [..............................] - ETA: 18:47 - loss: 993.2646 - logits_profile_predictions_loss: 425.3205 - logcount_predictions_loss: 87.3760  15/2386 [..............................] - ETA: 18:46 - loss: 971.3950 - logits_profile_predictions_loss: 425.1354 - logcount_predictions_loss: 84.0399 16/2386 [..............................] - ETA: 18:45 - loss: 951.0040 - logits_profile_predictions_loss: 424.6318 - logcount_predictions_loss: 80.9803 17/2386 [..............................] - ETA: 18:43 - loss: 932.4183 - logits_profile_predictions_loss: 424.3374 - logcount_predictions_loss: 78.1663 18/2386 [..............................] - ETA: 18:42 - loss: 915.1358 - logits_profile_predictions_loss: 423.9461 - logcount_predictions_loss: 75.5676 19/2386 [..............................] - ETA: 18:42 - loss: 898.9780 - logits_profile_predictions_loss: 423.4408 - logcount_predictions_loss: 73.1596 20/2386 [..............................] - ETA: 18:40 - loss: 883.9789 - 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[..............................] - ETA: 18:35 - loss: 801.3112 - logits_profile_predictions_loss: 419.1878 - logcount_predictions_loss: 58.7882 28/2386 [..............................] - ETA: 18:34 - loss: 791.9065 - logits_profile_predictions_loss: 418.6071 - logcount_predictions_loss: 57.4307 29/2386 [..............................] - ETA: 18:34 - loss: 782.9212 - logits_profile_predictions_loss: 417.9868 - logcount_predictions_loss: 56.1438 30/2386 [..............................] - ETA: 18:33 - loss: 774.5068 - logits_profile_predictions_loss: 417.5079 - logcount_predictions_loss: 54.9229 31/2386 [..............................] - ETA: 18:32 - loss: 766.5245 - logits_profile_predictions_loss: 417.0677 - logcount_predictions_loss: 53.7626 32/2386 [..............................] - ETA: 18:32 - loss: 758.9136 - logits_profile_predictions_loss: 416.6371 - logcount_predictions_loss: 52.6579 33/2386 [..............................] - ETA: 18:31 - loss: 751.6285 - logits_profile_predictions_loss: 416.1975 - logcount_predictions_loss: 51.6048 34/2386 [..............................] - ETA: 18:31 - loss: 744.7885 - logits_profile_predictions_loss: 415.8866 - logcount_predictions_loss: 50.6003 35/2386 [..............................] - ETA: 18:30 - loss: 738.1870 - logits_profile_predictions_loss: 415.5275 - logcount_predictions_loss: 49.6399 36/2386 [..............................] - ETA: 18:29 - loss: 731.9792 - logits_profile_predictions_loss: 415.2875 - logcount_predictions_loss: 48.7218 37/2386 [..............................] - ETA: 18:29 - loss: 725.9817 - logits_profile_predictions_loss: 415.0086 - logcount_predictions_loss: 47.8420 38/2386 [..............................] - ETA: 18:28 - loss: 720.3315 - logits_profile_predictions_loss: 414.8365 - logcount_predictions_loss: 46.9992 39/2386 [..............................] - ETA: 18:27 - loss: 714.8658 - logits_profile_predictions_loss: 414.6298 - logcount_predictions_loss: 46.1902 40/2386 [..............................] - ETA: 18:27 - loss: 709.5727 - logits_profile_predictions_loss: 414.3895 - logcount_predictions_loss: 45.4128 41/2386 [..............................] - ETA: 18:26 - loss: 704.4687 - logits_profile_predictions_loss: 414.1446 - logcount_predictions_loss: 44.6653 42/2386 [..............................] - ETA: 18:26 - loss: 699.5319 - logits_profile_predictions_loss: 413.8851 - logcount_predictions_loss: 43.9457 43/2386 [..............................] - ETA: 18:25 - loss: 694.9029 - logits_profile_predictions_loss: 413.7558 - logcount_predictions_loss: 43.2534 44/2386 [..............................] - ETA: 18:24 - loss: 690.4184 - logits_profile_predictions_loss: 413.6085 - logcount_predictions_loss: 42.5862 45/2386 [..............................] - ETA: 18:24 - loss: 686.0769 - logits_profile_predictions_loss: 413.4511 - logcount_predictions_loss: 41.9424 46/2386 [..............................] - ETA: 18:23 - loss: 681.9599 - logits_profile_predictions_loss: 413.3704 - logcount_predictions_loss: 41.3215 47/2386 [..............................] - ETA: 18:23 - loss: 677.9189 - logits_profile_predictions_loss: 413.2303 - logcount_predictions_loss: 40.7213 48/2386 [..............................] - ETA: 18:22 - loss: 673.9779 - logits_profile_predictions_loss: 413.0604 - logcount_predictions_loss: 40.1412 49/2386 [..............................] - ETA: 18:22 - loss: 670.1445 - logits_profile_predictions_loss: 412.8753 - logcount_predictions_loss: 39.5799 50/2386 [..............................] - ETA: 18:21 - loss: 666.4396 - logits_profile_predictions_loss: 412.7007 - logcount_predictions_loss: 39.0368 51/2386 [..............................] - ETA: 18:21 - loss: 662.8412 - logits_profile_predictions_loss: 412.5209 - logcount_predictions_loss: 38.5108 52/2386 [..............................] - ETA: 18:20 - loss: 659.3422 - logits_profile_predictions_loss: 412.3346 - logcount_predictions_loss: 38.0012 53/2386 [..............................] - ETA: 18:20 - loss: 655.9127 - logits_profile_predictions_loss: 412.1184 - logcount_predictions_loss: 37.5068 54/2386 [..............................] - ETA: 18:19 - loss: 652.5793 - logits_profile_predictions_loss: 411.9015 - logcount_predictions_loss: 37.0274 55/2386 [..............................] - ETA: 18:19 - loss: 649.3295 - logits_profile_predictions_loss: 411.6764 - logcount_predictions_loss: 36.5620 56/2386 [..............................] - ETA: 18:18 - loss: 646.1596 - logits_profile_predictions_loss: 411.4438 - logcount_predictions_loss: 36.1101 57/2386 [..............................] - ETA: 18:18 - loss: 643.0801 - logits_profile_predictions_loss: 411.2177 - logcount_predictions_loss: 35.6712 58/2386 [..............................] - ETA: 18:17 - loss: 640.0824 - logits_profile_predictions_loss: 410.9932 - logcount_predictions_loss: 35.2445 59/2386 [..............................] - ETA: 18:17 - loss: 637.1772 - logits_profile_predictions_loss: 410.7844 - logcount_predictions_loss: 34.8297 60/2386 [..............................] - ETA: 18:16 - loss: 634.3481 - logits_profile_predictions_loss: 410.5786 - logcount_predictions_loss: 34.4261 61/2386 [..............................] - ETA: 18:16 - loss: 631.5877 - logits_profile_predictions_loss: 410.3714 - logcount_predictions_loss: 34.0333 62/2386 [..............................] - ETA: 18:15 - loss: 628.9078 - logits_profile_predictions_loss: 410.1768 - logcount_predictions_loss: 33.6509 63/2386 [..............................] - ETA: 18:15 - loss: 626.3213 - logits_profile_predictions_loss: 410.0101 - logcount_predictions_loss: 33.2787 64/2386 [..............................] - ETA: 18:14 - loss: 623.8023 - logits_profile_predictions_loss: 409.8487 - logcount_predictions_loss: 32.9160 65/2386 [..............................] - ETA: 18:14 - loss: 621.3561 - logits_profile_predictions_loss: 409.6998 - logcount_predictions_loss: 32.5625 66/2386 [..............................] - ETA: 18:14 - loss: 618.9615 - logits_profile_predictions_loss: 409.5451 - logcount_predictions_loss: 32.2179 67/2386 [..............................] - ETA: 18:13 - loss: 616.5927 - logits_profile_predictions_loss: 409.3626 - logcount_predictions_loss: 31.8816 68/2386 [..............................] - ETA: 18:13 - loss: 614.2846 - logits_profile_predictions_loss: 409.1874 - logcount_predictions_loss: 31.5534 69/2386 [..............................] - ETA: 18:12 - loss: 612.0405 - logits_profile_predictions_loss: 409.0245 - logcount_predictions_loss: 31.2332 70/2386 [..............................] - ETA: 18:12 - loss: 609.8473 - logits_profile_predictions_loss: 408.8633 - logcount_predictions_loss: 30.9206 71/2386 [..............................] - ETA: 18:11 - loss: 607.7210 - logits_profile_predictions_loss: 408.7209 - logcount_predictions_loss: 30.6154 72/2386 [..............................] - ETA: 18:11 - loss: 605.6409 - logits_profile_predictions_loss: 408.5791 - logcount_predictions_loss: 30.3172 73/2386 [..............................] - ETA: 18:11 - loss: 603.6163 - logits_profile_predictions_loss: 408.4484 - logcount_predictions_loss: 30.0258 74/2386 [..............................] - ETA: 18:10 - loss: 601.6449 - logits_profile_predictions_loss: 408.3283 - logcount_predictions_loss: 29.7410 75/2386 [..............................] - ETA: 18:10 - loss: 599.7089 - logits_profile_predictions_loss: 408.2027 - logcount_predictions_loss: 29.4625 76/2386 [..............................] - ETA: 18:09 - loss: 597.8110 - logits_profile_predictions_loss: 408.0757 - logcount_predictions_loss: 29.1901 77/2386 [..............................] - ETA: 18:09 - loss: 595.9596 - logits_profile_predictions_loss: 407.9566 - logcount_predictions_loss: 28.9236 78/2386 [..............................] - ETA: 18:08 - loss: 594.1423 - logits_profile_predictions_loss: 407.8348 - logcount_predictions_loss: 28.6627 79/2386 [..............................] - ETA: 18:08 - loss: 592.3517 - logits_profile_predictions_loss: 407.7044 - logcount_predictions_loss: 28.4073 80/2386 [>.............................] - ETA: 18:07 - loss: 590.6132 - logits_profile_predictions_loss: 407.5906 - logcount_predictions_loss: 28.1573 81/2386 [>.............................] - ETA: 18:07 - loss: 588.9226 - logits_profile_predictions_loss: 407.4910 - logcount_predictions_loss: 27.9126 82/2386 [>.............................] - ETA: 18:06 - loss: 587.2800 - logits_profile_predictions_loss: 407.4064 - logcount_predictions_loss: 27.6729 83/2386 [>.............................] - ETA: 18:06 - loss: 585.6721 - logits_profile_predictions_loss: 407.3249 - logcount_predictions_loss: 27.4381 84/2386 [>.............................] - ETA: 18:06 - loss: 584.0906 - logits_profile_predictions_loss: 407.2395 - logcount_predictions_loss: 27.2079 85/2386 [>.............................] - ETA: 18:05 - loss: 582.5434 - logits_profile_predictions_loss: 407.1587 - logcount_predictions_loss: 26.9823 86/2386 [>.............................] - ETA: 18:05 - loss: 581.0324 - logits_profile_predictions_loss: 407.0854 - logcount_predictions_loss: 26.7611 87/2386 [>.............................] - ETA: 18:04 - loss: 579.5368 - logits_profile_predictions_loss: 407.0004 - logcount_predictions_loss: 26.5441 88/2386 [>.............................] - ETA: 18:04 - loss: 578.0765 - logits_profile_predictions_loss: 406.9234 - logcount_predictions_loss: 26.3313 89/2386 [>.............................] - ETA: 18:03 - loss: 576.6354 - logits_profile_predictions_loss: 406.8397 - logcount_predictions_loss: 26.1224 90/2386 [>.............................] - ETA: 18:03 - loss: 575.2169 - logits_profile_predictions_loss: 406.7534 - logcount_predictions_loss: 25.9175 91/2386 [>.............................] - ETA: 18:02 - loss: 573.8294 - logits_profile_predictions_loss: 406.6731 - logcount_predictions_loss: 25.7164 92/2386 [>.............................] - ETA: 18:02 - loss: 572.4759 - logits_profile_predictions_loss: 406.6025 - logcount_predictions_loss: 25.5190 93/2386 [>.............................] - ETA: 18:02 - loss: 571.1487 - logits_profile_predictions_loss: 406.5350 - logcount_predictions_loss: 25.3252 94/2386 [>.............................] - ETA: 18:01 - loss: 569.8337 - logits_profile_predictions_loss: 406.4576 - logcount_predictions_loss: 25.1348 95/2386 [>.............................] - ETA: 18:01 - loss: 568.5510 - logits_profile_predictions_loss: 406.3900 - logcount_predictions_loss: 24.9479 96/2386 [>.............................] - ETA: 18:00 - loss: 567.2861 - logits_profile_predictions_loss: 406.3191 - logcount_predictions_loss: 24.7642 97/2386 [>.............................] - ETA: 18:00 - loss: 566.0361 - logits_profile_predictions_loss: 406.2425 - logcount_predictions_loss: 24.5837 98/2386 [>.............................] - ETA: 17:59 - loss: 564.8164 - logits_profile_predictions_loss: 406.1755 - logcount_predictions_loss: 24.4063 99/2386 [>.............................] - ETA: 17:59 - loss: 563.6169 - logits_profile_predictions_loss: 406.1092 - logcount_predictions_loss: 24.2320 100/2386 [>.............................] - ETA: 17:58 - loss: 562.4402 - logits_profile_predictions_loss: 406.0462 - logcount_predictions_loss: 24.0606 101/2386 [>.............................] - ETA: 17:58 - loss: 561.2805 - logits_profile_predictions_loss: 405.9816 - logcount_predictions_loss: 23.8922 102/2386 [>.............................] - ETA: 17:57 - loss: 560.1396 - logits_profile_predictions_loss: 405.9177 - logcount_predictions_loss: 23.7265 103/2386 [>.............................] - ETA: 17:57 - loss: 559.0120 - logits_profile_predictions_loss: 405.8496 - logcount_predictions_loss: 23.5635 104/2386 [>.............................] - ETA: 17:56 - loss: 557.8946 - logits_profile_predictions_loss: 405.7748 - logcount_predictions_loss: 23.4031 105/2386 [>.............................] - ETA: 17:56 - loss: 556.7926 - logits_profile_predictions_loss: 405.6985 - logcount_predictions_loss: 23.2453 106/2386 [>.............................] - ETA: 17:56 - loss: 555.7065 - logits_profile_predictions_loss: 405.6219 - logcount_predictions_loss: 23.0900 107/2386 [>.............................] - ETA: 17:55 - loss: 554.6368 - logits_profile_predictions_loss: 405.5459 - logcount_predictions_loss: 22.9371 108/2386 [>.............................] - ETA: 17:55 - loss: 553.5828 - logits_profile_predictions_loss: 405.4698 - logcount_predictions_loss: 22.7866 109/2386 [>.............................] - ETA: 17:54 - loss: 552.5522 - logits_profile_predictions_loss: 405.4017 - logcount_predictions_loss: 22.6386 110/2386 [>.............................] - ETA: 17:54 - loss: 551.5331 - logits_profile_predictions_loss: 405.3303 - logcount_predictions_loss: 22.4928 111/2386 [>.............................] - ETA: 17:53 - loss: 550.5308 - logits_profile_predictions_loss: 405.2612 - logcount_predictions_loss: 22.3492 112/2386 [>.............................] - ETA: 17:53 - loss: 549.5537 - logits_profile_predictions_loss: 405.2027 - logcount_predictions_loss: 22.2079 113/2386 [>.............................] - ETA: 17:52 - loss: 548.5936 - logits_profile_predictions_loss: 405.1473 - logcount_predictions_loss: 22.0687 114/2386 [>.............................] - ETA: 17:52 - loss: 547.6430 - logits_profile_predictions_loss: 405.0881 - logcount_predictions_loss: 21.9315 115/2386 [>.............................] - ETA: 17:51 - loss: 546.7023 - logits_profile_predictions_loss: 405.0258 - logcount_predictions_loss: 21.7964 116/2386 [>.............................] - ETA: 17:51 - loss: 545.7728 - logits_profile_predictions_loss: 404.9617 - logcount_predictions_loss: 21.6633 117/2386 [>.............................] - ETA: 17:50 - loss: 544.8558 - logits_profile_predictions_loss: 404.8976 - logcount_predictions_loss: 21.5321 118/2386 [>.............................] - ETA: 17:50 - loss: 543.9464 - logits_profile_predictions_loss: 404.8291 - logcount_predictions_loss: 21.4027 119/2386 [>.............................] - ETA: 17:50 - loss: 543.0600 - logits_profile_predictions_loss: 404.7710 - logcount_predictions_loss: 21.2753 120/2386 [>.............................] - ETA: 17:49 - loss: 542.1809 - logits_profile_predictions_loss: 404.7085 - logcount_predictions_loss: 21.1496 121/2386 [>.............................] - ETA: 17:49 - loss: 541.3211 - logits_profile_predictions_loss: 404.6535 - logcount_predictions_loss: 21.0258 122/2386 [>.............................] - ETA: 17:48 - loss: 540.4721 - logits_profile_predictions_loss: 404.5982 - logcount_predictions_loss: 20.9037 123/2386 [>.............................] - ETA: 17:48 - loss: 539.6373 - logits_profile_predictions_loss: 404.5461 - logcount_predictions_loss: 20.7833 124/2386 [>.............................] - ETA: 17:47 - loss: 538.8060 - 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287/2386 [==>...........................] - ETA: 16:34 - loss: 473.9087 - logits_profile_predictions_loss: 399.2667 - logcount_predictions_loss: 11.4834 288/2386 [==>...........................] - ETA: 16:34 - loss: 473.7125 - logits_profile_predictions_loss: 399.2480 - logcount_predictions_loss: 11.4561 289/2386 [==>...........................] - ETA: 16:34 - loss: 473.5177 - logits_profile_predictions_loss: 399.2296 - logcount_predictions_loss: 11.4290 290/2386 [==>...........................] - ETA: 16:33 - loss: 473.3228 - logits_profile_predictions_loss: 399.2100 - logcount_predictions_loss: 11.4020 291/2386 [==>...........................] - ETA: 16:33 - loss: 473.1291 - logits_profile_predictions_loss: 399.1906 - logcount_predictions_loss: 11.3752 292/2386 [==>...........................] - ETA: 16:32 - loss: 472.9370 - logits_profile_predictions_loss: 399.1718 - logcount_predictions_loss: 11.3485 293/2386 [==>...........................] - ETA: 16:32 - loss: 472.7457 - 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300/2386 [==>...........................] - ETA: 16:29 - loss: 471.4259 - logits_profile_predictions_loss: 399.0103 - logcount_predictions_loss: 11.1409 301/2386 [==>...........................] - ETA: 16:28 - loss: 471.2420 - logits_profile_predictions_loss: 398.9906 - logcount_predictions_loss: 11.1156 302/2386 [==>...........................] - ETA: 16:28 - loss: 471.0585 - logits_profile_predictions_loss: 398.9703 - logcount_predictions_loss: 11.0905 303/2386 [==>...........................] - ETA: 16:27 - loss: 470.8760 - logits_profile_predictions_loss: 398.9502 - logcount_predictions_loss: 11.0655 304/2386 [==>...........................] - ETA: 16:27 - loss: 470.6936 - logits_profile_predictions_loss: 398.9292 - logcount_predictions_loss: 11.0407 305/2386 [==>...........................] - ETA: 16:26 - loss: 470.5122 - logits_profile_predictions_loss: 398.9083 - logcount_predictions_loss: 11.0160 306/2386 [==>...........................] - ETA: 16:26 - loss: 470.3313 - logits_profile_predictions_loss: 398.8869 - logcount_predictions_loss: 10.9915 307/2386 [==>...........................] - ETA: 16:25 - loss: 470.1518 - logits_profile_predictions_loss: 398.8661 - logcount_predictions_loss: 10.9671 308/2386 [==>...........................] - ETA: 16:25 - loss: 469.9734 - logits_profile_predictions_loss: 398.8453 - logcount_predictions_loss: 10.9428 309/2386 [==>...........................] - ETA: 16:25 - loss: 469.7960 - logits_profile_predictions_loss: 398.8248 - logcount_predictions_loss: 10.9187 310/2386 [==>...........................] - ETA: 16:24 - loss: 469.6194 - logits_profile_predictions_loss: 398.8041 - logcount_predictions_loss: 10.8947 311/2386 [==>...........................] - ETA: 16:24 - loss: 469.4442 - logits_profile_predictions_loss: 398.7839 - logcount_predictions_loss: 10.8709 312/2386 [==>...........................] - ETA: 16:23 - loss: 469.2695 - logits_profile_predictions_loss: 398.7634 - logcount_predictions_loss: 10.8471 313/2386 [==>...........................] - ETA: 16:23 - loss: 469.0967 - logits_profile_predictions_loss: 398.7437 - logcount_predictions_loss: 10.8236 314/2386 [==>...........................] - ETA: 16:22 - loss: 468.9248 - logits_profile_predictions_loss: 398.7242 - logcount_predictions_loss: 10.8001 315/2386 [==>...........................] - ETA: 16:22 - loss: 468.7535 - logits_profile_predictions_loss: 398.7045 - logcount_predictions_loss: 10.7768 316/2386 [==>...........................] - ETA: 16:21 - loss: 468.5830 - logits_profile_predictions_loss: 398.6846 - logcount_predictions_loss: 10.7536 317/2386 [==>...........................] - ETA: 16:21 - loss: 468.4142 - logits_profile_predictions_loss: 398.6656 - logcount_predictions_loss: 10.7306 318/2386 [==>...........................] - ETA: 16:20 - loss: 468.2470 - logits_profile_predictions_loss: 398.6473 - logcount_predictions_loss: 10.7077 319/2386 [===>..........................] - ETA: 16:20 - loss: 468.0812 - logits_profile_predictions_loss: 398.6296 - logcount_predictions_loss: 10.6849 320/2386 [===>..........................] - ETA: 16:19 - loss: 467.9154 - logits_profile_predictions_loss: 398.6111 - logcount_predictions_loss: 10.6622 321/2386 [===>..........................] - ETA: 16:19 - loss: 467.7499 - logits_profile_predictions_loss: 398.5921 - logcount_predictions_loss: 10.6397 322/2386 [===>..........................] - ETA: 16:19 - loss: 467.5846 - logits_profile_predictions_loss: 398.5725 - logcount_predictions_loss: 10.6173 323/2386 [===>..........................] - ETA: 16:18 - loss: 467.4209 - logits_profile_predictions_loss: 398.5537 - logcount_predictions_loss: 10.5950 324/2386 [===>..........................] - ETA: 16:18 - loss: 467.2587 - logits_profile_predictions_loss: 398.5356 - logcount_predictions_loss: 10.5728 325/2386 [===>..........................] - ETA: 16:17 - loss: 467.0970 - logits_profile_predictions_loss: 398.5172 - logcount_predictions_loss: 10.5508 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logits_profile_predictions_loss: 398.3802 - logcount_predictions_loss: 10.3997 333/2386 [===>..........................] - ETA: 16:13 - loss: 465.8216 - logits_profile_predictions_loss: 398.3612 - logcount_predictions_loss: 10.3786 334/2386 [===>..........................] - ETA: 16:13 - loss: 465.6667 - logits_profile_predictions_loss: 398.3429 - logcount_predictions_loss: 10.3575 335/2386 [===>..........................] - ETA: 16:13 - loss: 465.5129 - logits_profile_predictions_loss: 398.3249 - logcount_predictions_loss: 10.3367 336/2386 [===>..........................] - ETA: 16:12 - loss: 465.3593 - logits_profile_predictions_loss: 398.3064 - logcount_predictions_loss: 10.3159 337/2386 [===>..........................] - ETA: 16:12 - loss: 465.2059 - logits_profile_predictions_loss: 398.2874 - logcount_predictions_loss: 10.2952 338/2386 [===>..........................] - ETA: 16:11 - loss: 465.0530 - logits_profile_predictions_loss: 398.2683 - logcount_predictions_loss: 10.2746 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352/2386 [===>..........................] - ETA: 16:05 - loss: 462.9595 - logits_profile_predictions_loss: 397.9767 - logcount_predictions_loss: 9.9974  353/2386 [===>..........................] - ETA: 16:04 - loss: 462.8142 - logits_profile_predictions_loss: 397.9553 - logcount_predictions_loss: 9.9783 354/2386 [===>..........................] - ETA: 16:04 - loss: 462.6696 - logits_profile_predictions_loss: 397.9339 - logcount_predictions_loss: 9.9594 355/2386 [===>..........................] - ETA: 16:03 - loss: 462.5251 - logits_profile_predictions_loss: 397.9121 - logcount_predictions_loss: 9.9405 356/2386 [===>..........................] - ETA: 16:03 - loss: 462.3818 - logits_profile_predictions_loss: 397.8908 - logcount_predictions_loss: 9.9217 357/2386 [===>..........................] - ETA: 16:02 - loss: 462.2388 - logits_profile_predictions_loss: 397.8692 - logcount_predictions_loss: 9.9030 358/2386 [===>..........................] - ETA: 16:02 - loss: 462.0965 - 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[..............................] - ETA: 18:42 - loss: 358.7500 - logits_profile_predictions_loss: 354.6340 - logcount_predictions_loss: 0.6332 12/2386 [..............................] - ETA: 18:41 - loss: 358.0666 - logits_profile_predictions_loss: 353.9533 - logcount_predictions_loss: 0.6328 13/2386 [..............................] - ETA: 18:42 - loss: 357.6644 - logits_profile_predictions_loss: 353.5401 - logcount_predictions_loss: 0.6345 14/2386 [..............................] - ETA: 18:42 - loss: 357.2235 - logits_profile_predictions_loss: 353.0942 - logcount_predictions_loss: 0.6353 15/2386 [..............................] - ETA: 18:41 - loss: 356.6631 - logits_profile_predictions_loss: 352.5369 - logcount_predictions_loss: 0.6348 16/2386 [..............................] - ETA: 18:41 - loss: 356.4509 - logits_profile_predictions_loss: 352.3195 - logcount_predictions_loss: 0.6356 17/2386 [..............................] - ETA: 18:40 - loss: 356.2425 - 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[..............................] - ETA: 18:39 - loss: 353.2298 - logits_profile_predictions_loss: 349.0976 - logcount_predictions_loss: 0.6357 25/2386 [..............................] - ETA: 18:38 - loss: 352.9419 - logits_profile_predictions_loss: 348.8083 - logcount_predictions_loss: 0.6359 26/2386 [..............................] - ETA: 18:38 - loss: 352.6164 - logits_profile_predictions_loss: 348.4804 - logcount_predictions_loss: 0.6363 27/2386 [..............................] - ETA: 18:38 - loss: 352.3278 - logits_profile_predictions_loss: 348.1902 - logcount_predictions_loss: 0.6366 28/2386 [..............................] - ETA: 18:37 - loss: 352.0573 - logits_profile_predictions_loss: 347.9193 - logcount_predictions_loss: 0.6366 29/2386 [..............................] - ETA: 18:37 - loss: 351.7837 - logits_profile_predictions_loss: 347.6457 - logcount_predictions_loss: 0.6366 30/2386 [..............................] - ETA: 18:37 - loss: 351.4747 - 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[..............................] - ETA: 18:34 - loss: 349.3884 - logits_profile_predictions_loss: 345.2610 - logcount_predictions_loss: 0.6350 38/2386 [..............................] - ETA: 18:34 - loss: 349.1879 - logits_profile_predictions_loss: 345.0620 - logcount_predictions_loss: 0.6347 39/2386 [..............................] - ETA: 18:33 - loss: 348.9710 - logits_profile_predictions_loss: 344.8473 - logcount_predictions_loss: 0.6344 40/2386 [..............................] - ETA: 18:33 - loss: 348.7702 - logits_profile_predictions_loss: 344.6489 - logcount_predictions_loss: 0.6341 41/2386 [..............................] - ETA: 18:33 - loss: 348.5773 - logits_profile_predictions_loss: 344.4591 - logcount_predictions_loss: 0.6336 42/2386 [..............................] - ETA: 18:32 - loss: 348.4188 - logits_profile_predictions_loss: 344.3027 - logcount_predictions_loss: 0.6333 43/2386 [..............................] - ETA: 18:32 - loss: 348.2729 - 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[..............................] - ETA: 18:29 - loss: 347.4569 - logits_profile_predictions_loss: 343.3517 - logcount_predictions_loss: 0.6316 51/2386 [..............................] - ETA: 18:29 - loss: 347.3249 - logits_profile_predictions_loss: 343.2212 - logcount_predictions_loss: 0.6314 52/2386 [..............................] - ETA: 18:29 - loss: 347.2176 - logits_profile_predictions_loss: 343.1149 - logcount_predictions_loss: 0.6312 53/2386 [..............................] - ETA: 18:28 - loss: 347.1419 - logits_profile_predictions_loss: 343.0406 - logcount_predictions_loss: 0.6310 54/2386 [..............................] - ETA: 18:28 - loss: 347.0829 - logits_profile_predictions_loss: 342.9830 - logcount_predictions_loss: 0.6308 55/2386 [..............................] - ETA: 18:27 - loss: 347.0082 - logits_profile_predictions_loss: 342.9099 - logcount_predictions_loss: 0.6305 56/2386 [..............................] - ETA: 18:27 - loss: 346.9445 - 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[..............................] - ETA: 18:24 - loss: 346.6237 - logits_profile_predictions_loss: 342.5408 - logcount_predictions_loss: 0.6282 64/2386 [..............................] - ETA: 18:23 - loss: 346.5554 - logits_profile_predictions_loss: 342.4749 - logcount_predictions_loss: 0.6278 65/2386 [..............................] - ETA: 18:23 - loss: 346.5104 - logits_profile_predictions_loss: 342.4322 - logcount_predictions_loss: 0.6274 66/2386 [..............................] - ETA: 18:22 - loss: 346.4804 - logits_profile_predictions_loss: 342.4043 - logcount_predictions_loss: 0.6271 67/2386 [..............................] - ETA: 18:22 - loss: 346.4542 - logits_profile_predictions_loss: 342.3799 - logcount_predictions_loss: 0.6268 68/2386 [..............................] - ETA: 18:21 - loss: 346.4204 - logits_profile_predictions_loss: 342.3484 - logcount_predictions_loss: 0.6265 69/2386 [..............................] - ETA: 18:21 - loss: 346.3767 - 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[..............................] - ETA: 18:18 - loss: 346.0216 - logits_profile_predictions_loss: 341.9672 - logcount_predictions_loss: 0.6238 77/2386 [..............................] - ETA: 18:18 - loss: 345.9560 - logits_profile_predictions_loss: 341.9040 - logcount_predictions_loss: 0.6234 78/2386 [..............................] - ETA: 18:17 - loss: 345.8901 - logits_profile_predictions_loss: 341.8405 - logcount_predictions_loss: 0.6230 79/2386 [..............................] - ETA: 18:17 - loss: 345.8352 - logits_profile_predictions_loss: 341.7879 - logcount_predictions_loss: 0.6227 80/2386 [>.............................] - ETA: 18:16 - loss: 345.7786 - logits_profile_predictions_loss: 341.7339 - logcount_predictions_loss: 0.6223 81/2386 [>.............................] - ETA: 18:16 - loss: 345.7354 - logits_profile_predictions_loss: 341.6931 - logcount_predictions_loss: 0.6219 82/2386 [>.............................] - ETA: 18:16 - loss: 345.6952 - 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[====>.........................] - ETA: 15:20 - loss: 352.0808 - logits_profile_predictions_loss: 348.0764 - logcount_predictions_loss: 0.6161 467/2386 [====>.........................] - ETA: 15:20 - loss: 352.0863 - logits_profile_predictions_loss: 348.0821 - logcount_predictions_loss: 0.6161 468/2386 [====>.........................] - ETA: 15:19 - loss: 352.0918 - logits_profile_predictions_loss: 348.0878 - logcount_predictions_loss: 0.6160 469/2386 [====>.........................] - ETA: 15:19 - loss: 352.0973 - logits_profile_predictions_loss: 348.0934 - logcount_predictions_loss: 0.6160 470/2386 [====>.........................] - ETA: 15:18 - loss: 352.1028 - logits_profile_predictions_loss: 348.0991 - logcount_predictions_loss: 0.6160 471/2386 [====>.........................] - ETA: 15:18 - loss: 352.1083 - logits_profile_predictions_loss: 348.1047 - logcount_predictions_loss: 0.6160 472/2386 [====>.........................] - ETA: 15:17 - loss: 352.1138 - 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[=====>........................] - ETA: 15:14 - loss: 352.1550 - logits_profile_predictions_loss: 348.1524 - logcount_predictions_loss: 0.6158 480/2386 [=====>........................] - ETA: 15:13 - loss: 352.1611 - logits_profile_predictions_loss: 348.1587 - logcount_predictions_loss: 0.6158 481/2386 [=====>........................] - ETA: 15:13 - loss: 352.1672 - logits_profile_predictions_loss: 348.1649 - logcount_predictions_loss: 0.6158 482/2386 [=====>........................] - ETA: 15:12 - loss: 352.1733 - logits_profile_predictions_loss: 348.1711 - logcount_predictions_loss: 0.6157 483/2386 [=====>........................] - ETA: 15:12 - loss: 352.1793 - logits_profile_predictions_loss: 348.1772 - logcount_predictions_loss: 0.6157 484/2386 [=====>........................] - ETA: 15:12 - loss: 352.1853 - logits_profile_predictions_loss: 348.1833 - logcount_predictions_loss: 0.6157 485/2386 [=====>........................] - ETA: 15:11 - loss: 352.1914 - 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[=====>........................] - ETA: 15:08 - loss: 352.2344 - logits_profile_predictions_loss: 348.2334 - logcount_predictions_loss: 0.6156 493/2386 [=====>........................] - ETA: 15:07 - loss: 352.2407 - logits_profile_predictions_loss: 348.2398 - logcount_predictions_loss: 0.6155 494/2386 [=====>........................] - ETA: 15:07 - loss: 352.2468 - logits_profile_predictions_loss: 348.2460 - logcount_predictions_loss: 0.6155 495/2386 [=====>........................] - ETA: 15:06 - loss: 352.2530 - logits_profile_predictions_loss: 348.2524 - logcount_predictions_loss: 0.6155 496/2386 [=====>........................] - ETA: 15:06 - loss: 352.2587 - logits_profile_predictions_loss: 348.2582 - logcount_predictions_loss: 0.6155 497/2386 [=====>........................] - ETA: 15:05 - loss: 352.2644 - logits_profile_predictions_loss: 348.2640 - logcount_predictions_loss: 0.6155 498/2386 [=====>........................] - ETA: 15:05 - loss: 352.2700 - 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[=====>........................] - ETA: 15:02 - loss: 352.3084 - logits_profile_predictions_loss: 348.3092 - logcount_predictions_loss: 0.6153 506/2386 [=====>........................] - ETA: 15:01 - loss: 352.3139 - logits_profile_predictions_loss: 348.3149 - logcount_predictions_loss: 0.6153 507/2386 [=====>........................] - ETA: 15:01 - loss: 352.3196 - logits_profile_predictions_loss: 348.3206 - logcount_predictions_loss: 0.6152 508/2386 [=====>........................] - ETA: 15:00 - loss: 352.3250 - logits_profile_predictions_loss: 348.3262 - logcount_predictions_loss: 0.6152 509/2386 [=====>........................] - ETA: 15:00 - loss: 352.3303 - logits_profile_predictions_loss: 348.3316 - logcount_predictions_loss: 0.6152 510/2386 [=====>........................] - ETA: 14:59 - loss: 352.3354 - logits_profile_predictions_loss: 348.3369 - logcount_predictions_loss: 0.6152 511/2386 [=====>........................] - ETA: 14:59 - loss: 352.3407 - 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[..............................] - ETA: 18:42 - loss: 312.7036 - logits_profile_predictions_loss: 309.3042 - logcount_predictions_loss: 0.5230 9/2386 [..............................] - ETA: 18:43 - loss: 315.1362 - logits_profile_predictions_loss: 311.7776 - logcount_predictions_loss: 0.5167 10/2386 [..............................] - ETA: 18:43 - loss: 316.9811 - logits_profile_predictions_loss: 313.6534 - logcount_predictions_loss: 0.5120 11/2386 [..............................] - ETA: 18:44 - loss: 319.5965 - logits_profile_predictions_loss: 316.2741 - logcount_predictions_loss: 0.5111 12/2386 [..............................] - ETA: 18:43 - loss: 321.6587 - logits_profile_predictions_loss: 318.3482 - logcount_predictions_loss: 0.5093 13/2386 [..............................] - ETA: 18:43 - loss: 323.7003 - logits_profile_predictions_loss: 320.3907 - logcount_predictions_loss: 0.5092 14/2386 [..............................] - ETA: 18:42 - loss: 325.4002 - 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[..............................] - ETA: 18:40 - loss: 332.4972 - logits_profile_predictions_loss: 329.1836 - logcount_predictions_loss: 0.5098 22/2386 [..............................] - ETA: 18:40 - loss: 333.1183 - logits_profile_predictions_loss: 329.8019 - logcount_predictions_loss: 0.5102 23/2386 [..............................] - ETA: 18:40 - loss: 333.8108 - logits_profile_predictions_loss: 330.4914 - logcount_predictions_loss: 0.5107 24/2386 [..............................] - ETA: 18:39 - loss: 334.4206 - logits_profile_predictions_loss: 331.0993 - logcount_predictions_loss: 0.5110 25/2386 [..............................] - ETA: 18:39 - loss: 335.0056 - logits_profile_predictions_loss: 331.6809 - logcount_predictions_loss: 0.5115 26/2386 [..............................] - ETA: 18:38 - loss: 335.5997 - logits_profile_predictions_loss: 332.2721 - logcount_predictions_loss: 0.5119 27/2386 [..............................] - ETA: 18:38 - loss: 336.1812 - 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[..............................] - ETA: 18:36 - loss: 339.6205 - logits_profile_predictions_loss: 336.2788 - logcount_predictions_loss: 0.5141 35/2386 [..............................] - ETA: 18:36 - loss: 340.0840 - logits_profile_predictions_loss: 336.7410 - logcount_predictions_loss: 0.5143 36/2386 [..............................] - ETA: 18:35 - loss: 340.5486 - logits_profile_predictions_loss: 337.2049 - logcount_predictions_loss: 0.5144 37/2386 [..............................] - ETA: 18:35 - loss: 340.9989 - logits_profile_predictions_loss: 337.6546 - logcount_predictions_loss: 0.5145 38/2386 [..............................] - ETA: 18:34 - loss: 341.4131 - logits_profile_predictions_loss: 338.0689 - logcount_predictions_loss: 0.5145 39/2386 [..............................] - ETA: 18:34 - loss: 341.8326 - logits_profile_predictions_loss: 338.4886 - logcount_predictions_loss: 0.5145 40/2386 [..............................] - ETA: 18:34 - loss: 342.2133 - 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[..............................] - ETA: 18:31 - loss: 344.1512 - logits_profile_predictions_loss: 340.8147 - logcount_predictions_loss: 0.5133 48/2386 [..............................] - ETA: 18:31 - loss: 344.3692 - logits_profile_predictions_loss: 341.0340 - logcount_predictions_loss: 0.5131 49/2386 [..............................] - ETA: 18:30 - loss: 344.5611 - logits_profile_predictions_loss: 341.2271 - logcount_predictions_loss: 0.5129 50/2386 [..............................] - ETA: 18:30 - loss: 344.7848 - logits_profile_predictions_loss: 341.4514 - logcount_predictions_loss: 0.5128 51/2386 [..............................] - ETA: 18:30 - loss: 345.0098 - logits_profile_predictions_loss: 341.6771 - logcount_predictions_loss: 0.5127 52/2386 [..............................] - ETA: 18:30 - loss: 345.2091 - logits_profile_predictions_loss: 341.8769 - logcount_predictions_loss: 0.5126 53/2386 [..............................] - ETA: 18:29 - loss: 345.3803 - 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[..............................] - ETA: 18:26 - loss: 346.4152 - logits_profile_predictions_loss: 343.0866 - logcount_predictions_loss: 0.5121 61/2386 [..............................] - ETA: 18:26 - loss: 346.5269 - logits_profile_predictions_loss: 343.1988 - logcount_predictions_loss: 0.5120 62/2386 [..............................] - ETA: 18:25 - loss: 346.6446 - logits_profile_predictions_loss: 343.3171 - logcount_predictions_loss: 0.5119 63/2386 [..............................] - ETA: 18:25 - loss: 346.7669 - logits_profile_predictions_loss: 343.4401 - logcount_predictions_loss: 0.5118 64/2386 [..............................] - ETA: 18:25 - loss: 346.8838 - logits_profile_predictions_loss: 343.5580 - logcount_predictions_loss: 0.5117 65/2386 [..............................] - ETA: 18:24 - loss: 346.9969 - logits_profile_predictions_loss: 343.6721 - logcount_predictions_loss: 0.5115 66/2386 [..............................] - ETA: 18:24 - loss: 347.0977 - 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[..............................] - ETA: 18:39 - loss: 338.3368 - logits_profile_predictions_loss: 335.2898 - logcount_predictions_loss: 0.4688 19/2386 [..............................] - ETA: 18:39 - loss: 338.0520 - logits_profile_predictions_loss: 335.0125 - logcount_predictions_loss: 0.4676 20/2386 [..............................] - ETA: 18:39 - loss: 337.8169 - logits_profile_predictions_loss: 334.7839 - logcount_predictions_loss: 0.4666 21/2386 [..............................] - ETA: 18:39 - loss: 337.4920 - logits_profile_predictions_loss: 334.4668 - logcount_predictions_loss: 0.4654 22/2386 [..............................] - ETA: 18:38 - loss: 337.3465 - logits_profile_predictions_loss: 334.3253 - logcount_predictions_loss: 0.4648 23/2386 [..............................] - ETA: 18:38 - loss: 337.1233 - logits_profile_predictions_loss: 334.1079 - logcount_predictions_loss: 0.4639 24/2386 [..............................] - ETA: 18:37 - loss: 336.9663 - 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[..............................] - ETA: 18:35 - loss: 337.7490 - logits_profile_predictions_loss: 334.7628 - logcount_predictions_loss: 0.4594 32/2386 [..............................] - ETA: 18:35 - loss: 337.8181 - logits_profile_predictions_loss: 334.8333 - logcount_predictions_loss: 0.4592 33/2386 [..............................] - ETA: 18:34 - loss: 337.8991 - logits_profile_predictions_loss: 334.9163 - logcount_predictions_loss: 0.4589 34/2386 [..............................] - ETA: 18:34 - loss: 337.9650 - logits_profile_predictions_loss: 334.9837 - logcount_predictions_loss: 0.4587 35/2386 [..............................] - ETA: 18:34 - loss: 338.0310 - logits_profile_predictions_loss: 335.0509 - logcount_predictions_loss: 0.4585 36/2386 [..............................] - ETA: 18:34 - loss: 338.1326 - logits_profile_predictions_loss: 335.1525 - logcount_predictions_loss: 0.4585 37/2386 [..............................] - ETA: 18:33 - loss: 338.2328 - 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[==>...........................] - ETA: 16:40 - loss: 338.5870 - logits_profile_predictions_loss: 335.6728 - logcount_predictions_loss: 0.4483 290/2386 [==>...........................] - ETA: 16:39 - loss: 338.5887 - logits_profile_predictions_loss: 335.6746 - logcount_predictions_loss: 0.4483 291/2386 [==>...........................] - ETA: 16:39 - loss: 338.5902 - logits_profile_predictions_loss: 335.6764 - logcount_predictions_loss: 0.4483 292/2386 [==>...........................] - ETA: 16:38 - loss: 338.5916 - logits_profile_predictions_loss: 335.6779 - logcount_predictions_loss: 0.4483 293/2386 [==>...........................] - ETA: 16:38 - loss: 338.5923 - logits_profile_predictions_loss: 335.6788 - logcount_predictions_loss: 0.4482 294/2386 [==>...........................] - ETA: 16:37 - loss: 338.5928 - logits_profile_predictions_loss: 335.6794 - logcount_predictions_loss: 0.4482 295/2386 [==>...........................] - ETA: 16:37 - loss: 338.5930 - 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logits_profile_predictions_loss: 335.5927 - logcount_predictions_loss: 0.4452 426/2386 [====>.........................] - ETA: 15:35 - loss: 338.4848 - logits_profile_predictions_loss: 335.5908 - logcount_predictions_loss: 0.4452 427/2386 [====>.........................] - ETA: 15:34 - loss: 338.4831 - logits_profile_predictions_loss: 335.5891 - logcount_predictions_loss: 0.4452 428/2386 [====>.........................] - ETA: 15:34 - loss: 338.4813 - logits_profile_predictions_loss: 335.5875 - logcount_predictions_loss: 0.4452 429/2386 [====>.........................] - ETA: 15:34 - loss: 338.4803 - logits_profile_predictions_loss: 335.5866 - logcount_predictions_loss: 0.4452 430/2386 [====>.........................] - ETA: 15:33 - loss: 338.4792 - logits_profile_predictions_loss: 335.5856 - logcount_predictions_loss: 0.4452 431/2386 [====>.........................] - ETA: 15:33 - loss: 338.4782 - logits_profile_predictions_loss: 335.5847 - logcount_predictions_loss: 0.4451 432/2386 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logits_profile_predictions_loss: 335.5764 - logcount_predictions_loss: 0.4450 439/2386 [====>.........................] - ETA: 15:29 - loss: 338.4677 - logits_profile_predictions_loss: 335.5750 - logcount_predictions_loss: 0.4450 440/2386 [====>.........................] - ETA: 15:28 - loss: 338.4662 - logits_profile_predictions_loss: 335.5736 - logcount_predictions_loss: 0.4450 441/2386 [====>.........................] - ETA: 15:28 - loss: 338.4644 - logits_profile_predictions_loss: 335.5719 - logcount_predictions_loss: 0.4450 442/2386 [====>.........................] - ETA: 15:27 - loss: 338.4626 - logits_profile_predictions_loss: 335.5702 - logcount_predictions_loss: 0.4450 443/2386 [====>.........................] - ETA: 15:27 - loss: 338.4607 - logits_profile_predictions_loss: 335.5685 - logcount_predictions_loss: 0.4450 444/2386 [====>.........................] - ETA: 15:26 - loss: 338.4586 - logits_profile_predictions_loss: 335.5665 - logcount_predictions_loss: 0.4449 445/2386 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[=====>........................] - ETA: 14:49 - loss: 338.2787 - logits_profile_predictions_loss: 335.4004 - logcount_predictions_loss: 0.4428 524/2386 [=====>........................] - ETA: 14:48 - loss: 338.2763 - logits_profile_predictions_loss: 335.3982 - logcount_predictions_loss: 0.4428 525/2386 [=====>........................] - ETA: 14:48 - loss: 338.2741 - logits_profile_predictions_loss: 335.3962 - logcount_predictions_loss: 0.4427 526/2386 [=====>........................] - ETA: 14:47 - loss: 338.2723 - logits_profile_predictions_loss: 335.3945 - logcount_predictions_loss: 0.4427 527/2386 [=====>........................] - ETA: 14:47 - loss: 338.2705 - logits_profile_predictions_loss: 335.3929 - logcount_predictions_loss: 0.4427 528/2386 [=====>........................] - ETA: 14:47 - loss: 338.2685 - logits_profile_predictions_loss: 335.3911 - logcount_predictions_loss: 0.4427 529/2386 [=====>........................] - ETA: 14:46 - loss: 338.2667 - 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loss: 339.2496 - logits_profile_predictions_loss: 336.4302 - logcount_predictions_loss: 0.4337 2383/2386 [============================>.] - ETA: 1s - loss: 339.2498 - logits_profile_predictions_loss: 336.4303 - logcount_predictions_loss: 0.4337 2384/2386 [============================>.] - ETA: 0s - loss: 339.2499 - logits_profile_predictions_loss: 336.4305 - logcount_predictions_loss: 0.4337 2385/2386 [============================>.] - ETA: 0s - loss: 339.2501 - logits_profile_predictions_loss: 336.4306 - logcount_predictions_loss: 0.4337 2386/2386 [==============================] - ETA: 0s - loss: 339.2502 - logits_profile_predictions_loss: 336.4308 - logcount_predictions_loss: 0.4337 2386/2386 [==============================] - 1196s 501ms/step - loss: 339.2503 - logits_profile_predictions_loss: 336.4309 - logcount_predictions_loss: 0.4337 - val_loss: 402.0173 - val_logits_profile_predictions_loss: 398.3650 - val_logcount_predictions_loss: 0.5619 + +Epoch 00005: val_loss improved from 404.48831 to 402.01730, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 6/50 + 1/2386 [..............................] - ETA: 20:41 - loss: 349.2837 - logits_profile_predictions_loss: 346.3348 - logcount_predictions_loss: 0.4537 2/2386 [..............................] - ETA: 18:32 - loss: 358.9134 - logits_profile_predictions_loss: 355.7668 - logcount_predictions_loss: 0.4841 3/2386 [..............................] - ETA: 18:34 - loss: 370.4881 - logits_profile_predictions_loss: 367.3759 - logcount_predictions_loss: 0.4788 4/2386 [..............................] - ETA: 18:35 - loss: 372.6067 - logits_profile_predictions_loss: 369.4544 - logcount_predictions_loss: 0.4850 5/2386 [..............................] - ETA: 18:39 - loss: 372.8003 - logits_profile_predictions_loss: 369.6977 - logcount_predictions_loss: 0.4773 6/2386 [..............................] - ETA: 18:39 - loss: 370.7517 - logits_profile_predictions_loss: 367.6441 - logcount_predictions_loss: 0.4781 7/2386 [..............................] - ETA: 18:39 - loss: 369.1715 - logits_profile_predictions_loss: 366.0543 - logcount_predictions_loss: 0.4796 8/2386 [..............................] - ETA: 18:38 - loss: 370.1238 - logits_profile_predictions_loss: 367.0016 - logcount_predictions_loss: 0.4803 9/2386 [..............................] - ETA: 18:39 - loss: 370.6772 - logits_profile_predictions_loss: 367.5153 - logcount_predictions_loss: 0.4864 10/2386 [..............................] - ETA: 18:39 - loss: 370.8513 - logits_profile_predictions_loss: 367.6796 - logcount_predictions_loss: 0.4880 11/2386 [..............................] - ETA: 18:40 - loss: 370.3328 - logits_profile_predictions_loss: 367.1663 - logcount_predictions_loss: 0.4871 12/2386 [..............................] - ETA: 18:39 - loss: 369.7119 - logits_profile_predictions_loss: 366.5569 - logcount_predictions_loss: 0.4854 13/2386 [..............................] - ETA: 18:39 - loss: 369.0579 - logits_profile_predictions_loss: 365.9105 - logcount_predictions_loss: 0.4842 14/2386 [..............................] - ETA: 18:39 - loss: 368.4175 - logits_profile_predictions_loss: 365.2809 - logcount_predictions_loss: 0.4826 15/2386 [..............................] - ETA: 18:39 - loss: 367.3781 - logits_profile_predictions_loss: 364.2589 - logcount_predictions_loss: 0.4799 16/2386 [..............................] - ETA: 18:39 - loss: 366.4150 - logits_profile_predictions_loss: 363.3123 - logcount_predictions_loss: 0.4773 17/2386 [..............................] - ETA: 18:39 - loss: 365.4413 - logits_profile_predictions_loss: 362.3541 - logcount_predictions_loss: 0.4750 18/2386 [..............................] - ETA: 18:39 - loss: 364.2871 - logits_profile_predictions_loss: 361.2135 - logcount_predictions_loss: 0.4729 19/2386 [..............................] - ETA: 18:38 - loss: 363.4925 - 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[..............................] - ETA: 18:36 - loss: 358.8638 - logits_profile_predictions_loss: 355.8687 - logcount_predictions_loss: 0.4608 27/2386 [..............................] - ETA: 18:36 - loss: 358.3541 - logits_profile_predictions_loss: 355.3663 - logcount_predictions_loss: 0.4597 28/2386 [..............................] - ETA: 18:36 - loss: 357.7734 - logits_profile_predictions_loss: 354.7943 - logcount_predictions_loss: 0.4583 29/2386 [..............................] - ETA: 18:36 - loss: 357.2307 - logits_profile_predictions_loss: 354.2586 - logcount_predictions_loss: 0.4572 30/2386 [..............................] - ETA: 18:35 - loss: 356.7448 - logits_profile_predictions_loss: 353.7791 - logcount_predictions_loss: 0.4563 31/2386 [..............................] - ETA: 18:35 - loss: 356.2172 - logits_profile_predictions_loss: 353.2587 - logcount_predictions_loss: 0.4552 32/2386 [..............................] - ETA: 18:34 - loss: 355.6999 - logits_profile_predictions_loss: 352.7482 - logcount_predictions_loss: 0.4541 33/2386 [..............................] - ETA: 18:34 - loss: 355.2160 - logits_profile_predictions_loss: 352.2712 - logcount_predictions_loss: 0.4530 34/2386 [..............................] - ETA: 18:34 - loss: 354.7813 - logits_profile_predictions_loss: 351.8428 - logcount_predictions_loss: 0.4521 35/2386 [..............................] - ETA: 18:33 - loss: 354.3851 - logits_profile_predictions_loss: 351.4515 - logcount_predictions_loss: 0.4513 36/2386 [..............................] - ETA: 18:33 - loss: 354.0258 - logits_profile_predictions_loss: 351.0970 - logcount_predictions_loss: 0.4506 37/2386 [..............................] - ETA: 18:32 - loss: 353.6437 - logits_profile_predictions_loss: 350.7196 - logcount_predictions_loss: 0.4499 38/2386 [..............................] - ETA: 18:32 - loss: 353.2985 - logits_profile_predictions_loss: 350.3791 - logcount_predictions_loss: 0.4491 39/2386 [..............................] - ETA: 18:32 - loss: 352.9696 - logits_profile_predictions_loss: 350.0548 - logcount_predictions_loss: 0.4484 40/2386 [..............................] - ETA: 18:31 - loss: 352.6535 - logits_profile_predictions_loss: 349.7434 - logcount_predictions_loss: 0.4477 41/2386 [..............................] - ETA: 18:30 - loss: 352.3681 - logits_profile_predictions_loss: 349.4623 - logcount_predictions_loss: 0.4471 42/2386 [..............................] - ETA: 18:30 - loss: 352.0863 - logits_profile_predictions_loss: 349.1846 - logcount_predictions_loss: 0.4464 43/2386 [..............................] - ETA: 18:30 - loss: 351.8509 - logits_profile_predictions_loss: 348.9538 - logcount_predictions_loss: 0.4457 44/2386 [..............................] - ETA: 18:29 - loss: 351.6540 - logits_profile_predictions_loss: 348.7614 - logcount_predictions_loss: 0.4450 45/2386 [..............................] - ETA: 18:29 - loss: 351.4547 - logits_profile_predictions_loss: 348.5656 - logcount_predictions_loss: 0.4445 46/2386 [..............................] - ETA: 18:29 - loss: 351.2372 - logits_profile_predictions_loss: 348.3517 - logcount_predictions_loss: 0.4439 47/2386 [..............................] - ETA: 18:28 - loss: 351.0172 - logits_profile_predictions_loss: 348.1352 - logcount_predictions_loss: 0.4434 48/2386 [..............................] - ETA: 18:28 - loss: 350.7910 - logits_profile_predictions_loss: 347.9128 - logcount_predictions_loss: 0.4428 49/2386 [..............................] - ETA: 18:27 - loss: 350.5519 - logits_profile_predictions_loss: 347.6777 - logcount_predictions_loss: 0.4422 50/2386 [..............................] - ETA: 18:27 - loss: 350.3257 - logits_profile_predictions_loss: 347.4552 - logcount_predictions_loss: 0.4416 51/2386 [..............................] - ETA: 18:26 - loss: 350.1339 - logits_profile_predictions_loss: 347.2666 - logcount_predictions_loss: 0.4411 52/2386 [..............................] - ETA: 18:26 - loss: 349.9712 - logits_profile_predictions_loss: 347.1073 - logcount_predictions_loss: 0.4406 53/2386 [..............................] - ETA: 18:25 - loss: 349.7835 - logits_profile_predictions_loss: 346.9232 - logcount_predictions_loss: 0.4400 54/2386 [..............................] - ETA: 18:25 - loss: 349.5885 - logits_profile_predictions_loss: 346.7317 - logcount_predictions_loss: 0.4395 55/2386 [..............................] - ETA: 18:25 - loss: 349.4026 - logits_profile_predictions_loss: 346.5490 - logcount_predictions_loss: 0.4390 56/2386 [..............................] - ETA: 18:24 - loss: 349.2333 - logits_profile_predictions_loss: 346.3823 - logcount_predictions_loss: 0.4386 57/2386 [..............................] - ETA: 18:24 - loss: 349.0819 - logits_profile_predictions_loss: 346.2335 - logcount_predictions_loss: 0.4382 58/2386 [..............................] - ETA: 18:23 - loss: 348.9398 - logits_profile_predictions_loss: 346.0942 - logcount_predictions_loss: 0.4378 59/2386 [..............................] - ETA: 18:23 - loss: 348.8173 - logits_profile_predictions_loss: 345.9744 - logcount_predictions_loss: 0.4374 60/2386 [..............................] - ETA: 18:23 - loss: 348.7161 - logits_profile_predictions_loss: 345.8755 - logcount_predictions_loss: 0.4370 61/2386 [..............................] - ETA: 18:22 - loss: 348.6084 - logits_profile_predictions_loss: 345.7704 - logcount_predictions_loss: 0.4366 62/2386 [..............................] - ETA: 18:22 - loss: 348.5090 - logits_profile_predictions_loss: 345.6735 - logcount_predictions_loss: 0.4362 63/2386 [..............................] - ETA: 18:21 - loss: 348.4032 - logits_profile_predictions_loss: 345.5701 - logcount_predictions_loss: 0.4359 64/2386 [..............................] - ETA: 18:21 - loss: 348.2928 - logits_profile_predictions_loss: 345.4623 - logcount_predictions_loss: 0.4355 65/2386 [..............................] - ETA: 18:20 - loss: 348.1928 - logits_profile_predictions_loss: 345.3649 - logcount_predictions_loss: 0.4351 66/2386 [..............................] - ETA: 18:20 - loss: 348.0838 - logits_profile_predictions_loss: 345.2584 - logcount_predictions_loss: 0.4347 67/2386 [..............................] - ETA: 18:20 - loss: 347.9845 - logits_profile_predictions_loss: 345.1618 - logcount_predictions_loss: 0.4343 68/2386 [..............................] - ETA: 18:19 - loss: 347.8768 - logits_profile_predictions_loss: 345.0566 - logcount_predictions_loss: 0.4339 69/2386 [..............................] - ETA: 18:19 - loss: 347.7758 - logits_profile_predictions_loss: 344.9577 - logcount_predictions_loss: 0.4336 70/2386 [..............................] - ETA: 18:18 - loss: 347.6563 - logits_profile_predictions_loss: 344.8405 - logcount_predictions_loss: 0.4332 71/2386 [..............................] - ETA: 18:18 - loss: 347.5441 - 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[..............................] - ETA: 18:15 - loss: 346.6647 - logits_profile_predictions_loss: 343.8690 - logcount_predictions_loss: 0.4301 79/2386 [..............................] - ETA: 18:14 - loss: 346.5491 - logits_profile_predictions_loss: 343.7556 - logcount_predictions_loss: 0.4298 80/2386 [>.............................] - ETA: 18:14 - loss: 346.4360 - logits_profile_predictions_loss: 343.6448 - logcount_predictions_loss: 0.4294 81/2386 [>.............................] - ETA: 18:13 - loss: 346.3277 - logits_profile_predictions_loss: 343.5388 - logcount_predictions_loss: 0.4291 82/2386 [>.............................] - ETA: 18:13 - loss: 346.2304 - logits_profile_predictions_loss: 343.4435 - logcount_predictions_loss: 0.4287 83/2386 [>.............................] - ETA: 18:13 - loss: 346.1300 - logits_profile_predictions_loss: 343.3453 - logcount_predictions_loss: 0.4284 84/2386 [>.............................] - ETA: 18:12 - loss: 346.0314 - logits_profile_predictions_loss: 343.2489 - logcount_predictions_loss: 0.4281 85/2386 [>.............................] - ETA: 18:12 - loss: 345.9322 - logits_profile_predictions_loss: 343.1518 - logcount_predictions_loss: 0.4278 86/2386 [>.............................] - ETA: 18:11 - loss: 345.8448 - logits_profile_predictions_loss: 343.0663 - logcount_predictions_loss: 0.4274 87/2386 [>.............................] - ETA: 18:11 - loss: 345.7610 - logits_profile_predictions_loss: 342.9846 - logcount_predictions_loss: 0.4271 88/2386 [>.............................] - ETA: 18:11 - loss: 345.6828 - logits_profile_predictions_loss: 342.9083 - logcount_predictions_loss: 0.4268 89/2386 [>.............................] - ETA: 18:10 - loss: 345.6114 - logits_profile_predictions_loss: 342.8388 - logcount_predictions_loss: 0.4266 90/2386 [>.............................] - ETA: 18:10 - loss: 345.5467 - logits_profile_predictions_loss: 342.7758 - logcount_predictions_loss: 0.4263 91/2386 [>.............................] - ETA: 18:09 - loss: 345.4829 - logits_profile_predictions_loss: 342.7138 - logcount_predictions_loss: 0.4260 92/2386 [>.............................] - ETA: 18:09 - loss: 345.4162 - logits_profile_predictions_loss: 342.6489 - logcount_predictions_loss: 0.4257 93/2386 [>.............................] - ETA: 18:08 - loss: 345.3466 - logits_profile_predictions_loss: 342.5810 - logcount_predictions_loss: 0.4255 94/2386 [>.............................] - ETA: 18:08 - loss: 345.2808 - logits_profile_predictions_loss: 342.5166 - logcount_predictions_loss: 0.4253 95/2386 [>.............................] - ETA: 18:07 - loss: 345.2248 - logits_profile_predictions_loss: 342.4618 - logcount_predictions_loss: 0.4251 96/2386 [>.............................] - ETA: 18:07 - loss: 345.1743 - logits_profile_predictions_loss: 342.4122 - logcount_predictions_loss: 0.4249 97/2386 [>.............................] - ETA: 18:07 - loss: 345.1224 - 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[>.............................] - ETA: 18:04 - loss: 344.7680 - logits_profile_predictions_loss: 342.0127 - logcount_predictions_loss: 0.4239 105/2386 [>.............................] - ETA: 18:03 - loss: 344.7291 - logits_profile_predictions_loss: 341.9746 - logcount_predictions_loss: 0.4238 106/2386 [>.............................] - ETA: 18:03 - loss: 344.6868 - logits_profile_predictions_loss: 341.9330 - logcount_predictions_loss: 0.4237 107/2386 [>.............................] - ETA: 18:02 - loss: 344.6479 - logits_profile_predictions_loss: 341.8947 - logcount_predictions_loss: 0.4236 108/2386 [>.............................] - ETA: 18:02 - loss: 344.6152 - logits_profile_predictions_loss: 341.8625 - logcount_predictions_loss: 0.4235 109/2386 [>.............................] - ETA: 18:01 - loss: 344.5829 - logits_profile_predictions_loss: 341.8307 - logcount_predictions_loss: 0.4234 110/2386 [>.............................] - ETA: 18:01 - loss: 344.5477 - 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[>.............................] - ETA: 17:58 - loss: 344.3242 - logits_profile_predictions_loss: 341.5761 - logcount_predictions_loss: 0.4228 118/2386 [>.............................] - ETA: 17:57 - loss: 344.3025 - logits_profile_predictions_loss: 341.5546 - logcount_predictions_loss: 0.4227 119/2386 [>.............................] - ETA: 17:57 - loss: 344.2827 - logits_profile_predictions_loss: 341.5350 - logcount_predictions_loss: 0.4227 120/2386 [>.............................] - ETA: 17:56 - loss: 344.2680 - logits_profile_predictions_loss: 341.5204 - logcount_predictions_loss: 0.4227 121/2386 [>.............................] - ETA: 17:56 - loss: 344.2526 - logits_profile_predictions_loss: 341.5052 - logcount_predictions_loss: 0.4227 122/2386 [>.............................] - ETA: 17:56 - loss: 344.2398 - logits_profile_predictions_loss: 341.4923 - logcount_predictions_loss: 0.4227 123/2386 [>.............................] - ETA: 17:55 - loss: 344.2261 - 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logits_profile_predictions_loss: 338.9956 - logcount_predictions_loss: 0.4225 319/2386 [===>..........................] - ETA: 16:25 - loss: 341.7287 - logits_profile_predictions_loss: 338.9829 - logcount_predictions_loss: 0.4224 320/2386 [===>..........................] - ETA: 16:25 - loss: 341.7157 - logits_profile_predictions_loss: 338.9700 - logcount_predictions_loss: 0.4224 321/2386 [===>..........................] - ETA: 16:24 - loss: 341.7029 - logits_profile_predictions_loss: 338.9572 - logcount_predictions_loss: 0.4224 322/2386 [===>..........................] - ETA: 16:24 - loss: 341.6901 - logits_profile_predictions_loss: 338.9446 - logcount_predictions_loss: 0.4224 323/2386 [===>..........................] - ETA: 16:24 - loss: 341.6770 - logits_profile_predictions_loss: 338.9315 - logcount_predictions_loss: 0.4224 324/2386 [===>..........................] - ETA: 16:23 - loss: 341.6636 - logits_profile_predictions_loss: 338.9183 - logcount_predictions_loss: 0.4224 325/2386 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logits_profile_predictions_loss: 338.3990 - logcount_predictions_loss: 0.4213 384/2386 [===>..........................] - ETA: 15:55 - loss: 341.1307 - logits_profile_predictions_loss: 338.3925 - logcount_predictions_loss: 0.4213 385/2386 [===>..........................] - ETA: 15:54 - loss: 341.1238 - logits_profile_predictions_loss: 338.3858 - logcount_predictions_loss: 0.4212 386/2386 [===>..........................] - ETA: 15:54 - loss: 341.1171 - logits_profile_predictions_loss: 338.3791 - logcount_predictions_loss: 0.4212 387/2386 [===>..........................] - ETA: 15:53 - loss: 341.1107 - logits_profile_predictions_loss: 338.3728 - logcount_predictions_loss: 0.4212 388/2386 [===>..........................] - ETA: 15:53 - loss: 341.1042 - logits_profile_predictions_loss: 338.3663 - logcount_predictions_loss: 0.4212 389/2386 [===>..........................] - ETA: 15:52 - loss: 341.0977 - logits_profile_predictions_loss: 338.3600 - logcount_predictions_loss: 0.4212 390/2386 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[====>.........................] - ETA: 15:46 - loss: 341.0050 - logits_profile_predictions_loss: 338.2684 - logcount_predictions_loss: 0.4210 404/2386 [====>.........................] - ETA: 15:45 - loss: 340.9987 - logits_profile_predictions_loss: 338.2622 - logcount_predictions_loss: 0.4210 405/2386 [====>.........................] - ETA: 15:45 - loss: 340.9924 - logits_profile_predictions_loss: 338.2559 - logcount_predictions_loss: 0.4210 406/2386 [====>.........................] - ETA: 15:44 - loss: 340.9860 - logits_profile_predictions_loss: 338.2496 - logcount_predictions_loss: 0.4210 407/2386 [====>.........................] - ETA: 15:44 - loss: 340.9798 - logits_profile_predictions_loss: 338.2434 - logcount_predictions_loss: 0.4210 408/2386 [====>.........................] - ETA: 15:43 - loss: 340.9742 - logits_profile_predictions_loss: 338.2379 - logcount_predictions_loss: 0.4210 409/2386 [====>.........................] - ETA: 15:43 - loss: 340.9684 - 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[============================>.] - ETA: 9s - loss: 337.6568 - logits_profile_predictions_loss: 334.9517 - logcount_predictions_loss: 0.4161  2367/2386 [============================>.] - ETA: 9s - loss: 337.6565 - logits_profile_predictions_loss: 334.9514 - logcount_predictions_loss: 0.4161 2368/2386 [============================>.] - ETA: 8s - loss: 337.6562 - logits_profile_predictions_loss: 334.9511 - logcount_predictions_loss: 0.4161 2369/2386 [============================>.] - ETA: 8s - loss: 337.6559 - logits_profile_predictions_loss: 334.9508 - logcount_predictions_loss: 0.4161 2370/2386 [============================>.] - ETA: 7s - loss: 337.6555 - logits_profile_predictions_loss: 334.9505 - logcount_predictions_loss: 0.4161 2371/2386 [============================>.] - ETA: 7s - loss: 337.6552 - logits_profile_predictions_loss: 334.9501 - logcount_predictions_loss: 0.4161 2372/2386 [============================>.] - ETA: 6s - loss: 337.6549 - logits_profile_predictions_loss: 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loss: 337.6525 - logits_profile_predictions_loss: 334.9475 - logcount_predictions_loss: 0.4161 2380/2386 [============================>.] - ETA: 2s - loss: 337.6522 - logits_profile_predictions_loss: 334.9472 - logcount_predictions_loss: 0.4161 2381/2386 [============================>.] - ETA: 2s - loss: 337.6518 - logits_profile_predictions_loss: 334.9468 - logcount_predictions_loss: 0.4161 2382/2386 [============================>.] - ETA: 1s - loss: 337.6515 - logits_profile_predictions_loss: 334.9465 - logcount_predictions_loss: 0.4161 2383/2386 [============================>.] - ETA: 1s - loss: 337.6511 - logits_profile_predictions_loss: 334.9461 - logcount_predictions_loss: 0.4161 2384/2386 [============================>.] - ETA: 0s - loss: 337.6508 - logits_profile_predictions_loss: 334.9458 - logcount_predictions_loss: 0.4161 2385/2386 [============================>.] - ETA: 0s - loss: 337.6504 - logits_profile_predictions_loss: 334.9455 - logcount_predictions_loss: 0.4161 2386/2386 [==============================] - ETA: 0s - loss: 337.6501 - logits_profile_predictions_loss: 334.9451 - logcount_predictions_loss: 0.4161 2386/2386 [==============================] - 1196s 501ms/step - loss: 337.6498 - logits_profile_predictions_loss: 334.9448 - logcount_predictions_loss: 0.4161 - val_loss: 402.6353 - val_logits_profile_predictions_loss: 399.6863 - val_logcount_predictions_loss: 0.4537 + +Epoch 00006: val_loss did not improve from 402.01730 +Epoch 7/50 + 1/2386 [..............................] - ETA: 20:53 - loss: 424.0235 - logits_profile_predictions_loss: 418.7826 - logcount_predictions_loss: 0.8063 2/2386 [..............................] - ETA: 18:40 - loss: 403.9611 - logits_profile_predictions_loss: 399.0385 - logcount_predictions_loss: 0.7573 3/2386 [..............................] - ETA: 18:41 - loss: 386.2658 - logits_profile_predictions_loss: 381.7286 - logcount_predictions_loss: 0.6980 4/2386 [..............................] - ETA: 18:45 - loss: 377.7748 - logits_profile_predictions_loss: 373.4438 - logcount_predictions_loss: 0.6663 5/2386 [..............................] - ETA: 18:45 - loss: 370.3767 - logits_profile_predictions_loss: 366.2206 - logcount_predictions_loss: 0.6394 6/2386 [..............................] - ETA: 18:44 - loss: 364.5459 - logits_profile_predictions_loss: 360.5269 - logcount_predictions_loss: 0.6183 7/2386 [..............................] - ETA: 18:45 - loss: 360.8226 - logits_profile_predictions_loss: 356.9256 - logcount_predictions_loss: 0.5995 8/2386 [..............................] - ETA: 18:44 - loss: 356.8082 - logits_profile_predictions_loss: 353.0252 - logcount_predictions_loss: 0.5820 9/2386 [..............................] - ETA: 18:44 - loss: 354.3358 - logits_profile_predictions_loss: 350.6463 - logcount_predictions_loss: 0.5676 10/2386 [..............................] - ETA: 18:44 - loss: 352.9335 - logits_profile_predictions_loss: 349.3157 - logcount_predictions_loss: 0.5566 11/2386 [..............................] - ETA: 18:44 - loss: 351.5852 - logits_profile_predictions_loss: 348.0260 - logcount_predictions_loss: 0.5476 12/2386 [..............................] - ETA: 18:44 - loss: 350.6680 - logits_profile_predictions_loss: 347.1527 - logcount_predictions_loss: 0.5408 13/2386 [..............................] - ETA: 18:43 - loss: 349.9031 - logits_profile_predictions_loss: 346.4307 - logcount_predictions_loss: 0.5342 14/2386 [..............................] - ETA: 18:43 - loss: 349.0973 - logits_profile_predictions_loss: 345.6688 - logcount_predictions_loss: 0.5275 15/2386 [..............................] - ETA: 18:43 - loss: 348.3792 - logits_profile_predictions_loss: 344.9869 - logcount_predictions_loss: 0.5219 16/2386 [..............................] - ETA: 18:42 - loss: 347.8640 - logits_profile_predictions_loss: 344.5041 - logcount_predictions_loss: 0.5169 17/2386 [..............................] - ETA: 18:42 - loss: 347.3405 - logits_profile_predictions_loss: 344.0121 - logcount_predictions_loss: 0.5121 18/2386 [..............................] - ETA: 18:42 - loss: 346.8504 - logits_profile_predictions_loss: 343.5500 - logcount_predictions_loss: 0.5078 19/2386 [..............................] - ETA: 18:41 - loss: 346.4376 - logits_profile_predictions_loss: 343.1621 - logcount_predictions_loss: 0.5039 20/2386 [..............................] - ETA: 18:41 - loss: 345.9095 - logits_profile_predictions_loss: 342.6556 - logcount_predictions_loss: 0.5006 21/2386 [..............................] - ETA: 18:41 - loss: 345.5175 - logits_profile_predictions_loss: 342.2832 - logcount_predictions_loss: 0.4976 22/2386 [..............................] - ETA: 18:40 - loss: 345.2021 - logits_profile_predictions_loss: 341.9849 - logcount_predictions_loss: 0.4950 23/2386 [..............................] - ETA: 18:39 - loss: 344.9507 - logits_profile_predictions_loss: 341.7500 - logcount_predictions_loss: 0.4924 24/2386 [..............................] - ETA: 18:40 - loss: 344.6457 - logits_profile_predictions_loss: 341.4614 - logcount_predictions_loss: 0.4899 25/2386 [..............................] - ETA: 18:39 - loss: 344.3145 - logits_profile_predictions_loss: 341.1466 - logcount_predictions_loss: 0.4874 26/2386 [..............................] - ETA: 18:39 - loss: 343.9468 - logits_profile_predictions_loss: 340.7937 - logcount_predictions_loss: 0.4851 27/2386 [..............................] - ETA: 18:39 - loss: 343.5988 - logits_profile_predictions_loss: 340.4593 - logcount_predictions_loss: 0.4830 28/2386 [..............................] - ETA: 18:38 - loss: 343.3382 - logits_profile_predictions_loss: 340.2109 - logcount_predictions_loss: 0.4811 29/2386 [..............................] - ETA: 18:38 - loss: 343.0891 - logits_profile_predictions_loss: 339.9737 - logcount_predictions_loss: 0.4793 30/2386 [..............................] - ETA: 18:37 - loss: 342.7808 - logits_profile_predictions_loss: 339.6760 - logcount_predictions_loss: 0.4777 31/2386 [..............................] - ETA: 18:37 - loss: 342.4965 - logits_profile_predictions_loss: 339.4008 - logcount_predictions_loss: 0.4763 32/2386 [..............................] - ETA: 18:37 - loss: 342.2197 - logits_profile_predictions_loss: 339.1325 - logcount_predictions_loss: 0.4749 33/2386 [..............................] - ETA: 18:36 - loss: 341.9543 - logits_profile_predictions_loss: 338.8744 - logcount_predictions_loss: 0.4738 34/2386 [..............................] - ETA: 18:36 - loss: 341.6895 - logits_profile_predictions_loss: 338.6168 - logcount_predictions_loss: 0.4727 35/2386 [..............................] - ETA: 18:35 - loss: 341.4163 - logits_profile_predictions_loss: 338.3511 - logcount_predictions_loss: 0.4716 36/2386 [..............................] - ETA: 18:35 - loss: 341.1734 - logits_profile_predictions_loss: 338.1156 - logcount_predictions_loss: 0.4704 37/2386 [..............................] - ETA: 18:35 - loss: 340.9979 - logits_profile_predictions_loss: 337.9474 - logcount_predictions_loss: 0.4693 38/2386 [..............................] - ETA: 18:34 - loss: 340.8095 - logits_profile_predictions_loss: 337.7660 - logcount_predictions_loss: 0.4682 39/2386 [..............................] - ETA: 18:34 - loss: 340.7418 - logits_profile_predictions_loss: 337.7047 - logcount_predictions_loss: 0.4673 40/2386 [..............................] - ETA: 18:34 - loss: 340.6550 - logits_profile_predictions_loss: 337.6243 - logcount_predictions_loss: 0.4663 41/2386 [..............................] - ETA: 18:33 - loss: 340.5522 - logits_profile_predictions_loss: 337.5278 - logcount_predictions_loss: 0.4653 42/2386 [..............................] - ETA: 18:33 - loss: 340.4941 - logits_profile_predictions_loss: 337.4758 - logcount_predictions_loss: 0.4644 43/2386 [..............................] - ETA: 18:33 - loss: 340.4506 - logits_profile_predictions_loss: 337.4379 - logcount_predictions_loss: 0.4635 44/2386 [..............................] - ETA: 18:32 - loss: 340.4278 - logits_profile_predictions_loss: 337.4206 - logcount_predictions_loss: 0.4627 45/2386 [..............................] - ETA: 18:32 - loss: 340.3808 - logits_profile_predictions_loss: 337.3793 - logcount_predictions_loss: 0.4618 46/2386 [..............................] - ETA: 18:31 - loss: 340.3070 - logits_profile_predictions_loss: 337.3115 - logcount_predictions_loss: 0.4608 47/2386 [..............................] - ETA: 18:31 - loss: 340.2122 - logits_profile_predictions_loss: 337.2225 - logcount_predictions_loss: 0.4600 48/2386 [..............................] - ETA: 18:31 - loss: 340.1059 - logits_profile_predictions_loss: 337.1220 - logcount_predictions_loss: 0.4591 49/2386 [..............................] - ETA: 18:30 - loss: 340.0139 - logits_profile_predictions_loss: 337.0354 - logcount_predictions_loss: 0.4582 50/2386 [..............................] - ETA: 18:30 - loss: 339.9269 - logits_profile_predictions_loss: 336.9535 - logcount_predictions_loss: 0.4574 51/2386 [..............................] - ETA: 18:29 - loss: 339.8412 - logits_profile_predictions_loss: 336.8729 - logcount_predictions_loss: 0.4567 52/2386 [..............................] - ETA: 18:29 - loss: 339.7289 - logits_profile_predictions_loss: 336.7658 - logcount_predictions_loss: 0.4559 53/2386 [..............................] - ETA: 18:29 - loss: 339.6371 - logits_profile_predictions_loss: 336.6789 - logcount_predictions_loss: 0.4551 54/2386 [..............................] - ETA: 18:28 - loss: 339.5480 - logits_profile_predictions_loss: 336.5946 - logcount_predictions_loss: 0.4544 55/2386 [..............................] - ETA: 18:28 - loss: 339.4598 - logits_profile_predictions_loss: 336.5111 - logcount_predictions_loss: 0.4537 56/2386 [..............................] - ETA: 18:28 - loss: 339.3616 - logits_profile_predictions_loss: 336.4172 - logcount_predictions_loss: 0.4530 57/2386 [..............................] - ETA: 18:27 - loss: 339.2547 - logits_profile_predictions_loss: 336.3149 - logcount_predictions_loss: 0.4523 58/2386 [..............................] - ETA: 18:27 - loss: 339.1635 - logits_profile_predictions_loss: 336.2280 - logcount_predictions_loss: 0.4516 59/2386 [..............................] - ETA: 18:26 - loss: 339.0920 - logits_profile_predictions_loss: 336.1607 - logcount_predictions_loss: 0.4510 60/2386 [..............................] - ETA: 18:26 - loss: 339.0389 - logits_profile_predictions_loss: 336.1114 - logcount_predictions_loss: 0.4504 61/2386 [..............................] - ETA: 18:25 - loss: 338.9929 - logits_profile_predictions_loss: 336.0692 - logcount_predictions_loss: 0.4498 62/2386 [..............................] - ETA: 18:25 - loss: 338.9549 - logits_profile_predictions_loss: 336.0350 - logcount_predictions_loss: 0.4492 63/2386 [..............................] - ETA: 18:24 - loss: 338.9294 - logits_profile_predictions_loss: 336.0129 - logcount_predictions_loss: 0.4487 64/2386 [..............................] - ETA: 18:24 - loss: 338.9221 - logits_profile_predictions_loss: 336.0091 - logcount_predictions_loss: 0.4482 65/2386 [..............................] - ETA: 18:23 - loss: 338.9176 - logits_profile_predictions_loss: 336.0075 - logcount_predictions_loss: 0.4477 66/2386 [..............................] - ETA: 18:23 - loss: 338.9229 - logits_profile_predictions_loss: 336.0159 - logcount_predictions_loss: 0.4472 67/2386 [..............................] - ETA: 18:22 - loss: 338.9292 - logits_profile_predictions_loss: 336.0250 - logcount_predictions_loss: 0.4468 68/2386 [..............................] - ETA: 18:22 - loss: 338.9434 - logits_profile_predictions_loss: 336.0420 - logcount_predictions_loss: 0.4464 69/2386 [..............................] - ETA: 18:22 - loss: 338.9432 - logits_profile_predictions_loss: 336.0447 - logcount_predictions_loss: 0.4459 70/2386 [..............................] - ETA: 18:21 - loss: 338.9431 - logits_profile_predictions_loss: 336.0475 - logcount_predictions_loss: 0.4455 71/2386 [..............................] - ETA: 18:21 - loss: 338.9399 - logits_profile_predictions_loss: 336.0474 - logcount_predictions_loss: 0.4450 72/2386 [..............................] - ETA: 18:20 - loss: 338.9427 - logits_profile_predictions_loss: 336.0533 - logcount_predictions_loss: 0.4445 73/2386 [..............................] - ETA: 18:20 - loss: 338.9493 - logits_profile_predictions_loss: 336.0627 - logcount_predictions_loss: 0.4441 74/2386 [..............................] - ETA: 18:20 - loss: 338.9506 - logits_profile_predictions_loss: 336.0668 - logcount_predictions_loss: 0.4437 75/2386 [..............................] - ETA: 18:19 - loss: 338.9494 - logits_profile_predictions_loss: 336.0682 - logcount_predictions_loss: 0.4433 76/2386 [..............................] - ETA: 18:18 - loss: 338.9372 - logits_profile_predictions_loss: 336.0586 - logcount_predictions_loss: 0.4429 77/2386 [..............................] - ETA: 18:18 - loss: 338.9241 - logits_profile_predictions_loss: 336.0482 - logcount_predictions_loss: 0.4425 78/2386 [..............................] - ETA: 18:18 - loss: 338.9191 - logits_profile_predictions_loss: 336.0457 - logcount_predictions_loss: 0.4421 79/2386 [..............................] - ETA: 18:17 - loss: 338.9127 - logits_profile_predictions_loss: 336.0419 - logcount_predictions_loss: 0.4417 80/2386 [>.............................] - ETA: 18:17 - loss: 338.9153 - logits_profile_predictions_loss: 336.0470 - logcount_predictions_loss: 0.4413 81/2386 [>.............................] - ETA: 18:16 - loss: 338.9266 - logits_profile_predictions_loss: 336.0607 - logcount_predictions_loss: 0.4409 82/2386 [>.............................] - ETA: 18:16 - loss: 338.9435 - logits_profile_predictions_loss: 336.0799 - logcount_predictions_loss: 0.4406 83/2386 [>.............................] - ETA: 18:15 - loss: 338.9627 - logits_profile_predictions_loss: 336.1014 - logcount_predictions_loss: 0.4402 84/2386 [>.............................] - ETA: 18:15 - loss: 338.9792 - logits_profile_predictions_loss: 336.1201 - logcount_predictions_loss: 0.4399 85/2386 [>.............................] - ETA: 18:14 - loss: 338.9931 - logits_profile_predictions_loss: 336.1362 - logcount_predictions_loss: 0.4395 86/2386 [>.............................] - ETA: 18:14 - loss: 339.0171 - logits_profile_predictions_loss: 336.1622 - logcount_predictions_loss: 0.4392 87/2386 [>.............................] - ETA: 18:13 - loss: 339.0443 - logits_profile_predictions_loss: 336.1912 - logcount_predictions_loss: 0.4389 88/2386 [>.............................] - ETA: 18:13 - loss: 339.0730 - logits_profile_predictions_loss: 336.2218 - logcount_predictions_loss: 0.4387 89/2386 [>.............................] - ETA: 18:13 - loss: 339.0953 - logits_profile_predictions_loss: 336.2460 - logcount_predictions_loss: 0.4384 90/2386 [>.............................] - ETA: 18:12 - loss: 339.1123 - logits_profile_predictions_loss: 336.2651 - logcount_predictions_loss: 0.4380 91/2386 [>.............................] - ETA: 18:12 - loss: 339.1242 - logits_profile_predictions_loss: 336.2790 - logcount_predictions_loss: 0.4377 92/2386 [>.............................] - ETA: 18:11 - loss: 339.1305 - logits_profile_predictions_loss: 336.2874 - logcount_predictions_loss: 0.4374 93/2386 [>.............................] - ETA: 18:11 - loss: 339.1386 - logits_profile_predictions_loss: 336.2976 - logcount_predictions_loss: 0.4371 94/2386 [>.............................] - ETA: 18:10 - loss: 339.1514 - logits_profile_predictions_loss: 336.3124 - logcount_predictions_loss: 0.4368 95/2386 [>.............................] - ETA: 18:10 - loss: 339.1641 - logits_profile_predictions_loss: 336.3271 - logcount_predictions_loss: 0.4365 96/2386 [>.............................] - ETA: 18:09 - loss: 339.1752 - logits_profile_predictions_loss: 336.3403 - logcount_predictions_loss: 0.4361 97/2386 [>.............................] - ETA: 18:09 - loss: 339.1919 - logits_profile_predictions_loss: 336.3590 - logcount_predictions_loss: 0.4358 98/2386 [>.............................] - ETA: 18:08 - loss: 339.2069 - logits_profile_predictions_loss: 336.3758 - logcount_predictions_loss: 0.4356 99/2386 [>.............................] - ETA: 18:08 - loss: 339.2207 - logits_profile_predictions_loss: 336.3913 - logcount_predictions_loss: 0.4353 100/2386 [>.............................] - ETA: 18:08 - loss: 339.2341 - logits_profile_predictions_loss: 336.4066 - logcount_predictions_loss: 0.4350 101/2386 [>.............................] - ETA: 18:07 - loss: 339.2512 - logits_profile_predictions_loss: 336.4255 - logcount_predictions_loss: 0.4347 102/2386 [>.............................] - ETA: 18:07 - loss: 339.2679 - logits_profile_predictions_loss: 336.4440 - logcount_predictions_loss: 0.4345 103/2386 [>.............................] - ETA: 18:06 - loss: 339.2773 - logits_profile_predictions_loss: 336.4550 - logcount_predictions_loss: 0.4342 104/2386 [>.............................] - ETA: 18:06 - loss: 339.2888 - logits_profile_predictions_loss: 336.4681 - logcount_predictions_loss: 0.4339 105/2386 [>.............................] - ETA: 18:05 - loss: 339.2988 - logits_profile_predictions_loss: 336.4799 - logcount_predictions_loss: 0.4337 106/2386 [>.............................] - ETA: 18:05 - loss: 339.3041 - logits_profile_predictions_loss: 336.4869 - logcount_predictions_loss: 0.4334 107/2386 [>.............................] - ETA: 18:04 - loss: 339.3113 - logits_profile_predictions_loss: 336.4957 - logcount_predictions_loss: 0.4332 108/2386 [>.............................] - ETA: 18:04 - loss: 339.3199 - logits_profile_predictions_loss: 336.5058 - logcount_predictions_loss: 0.4329 109/2386 [>.............................] - ETA: 18:03 - loss: 339.3247 - logits_profile_predictions_loss: 336.5122 - logcount_predictions_loss: 0.4327 110/2386 [>.............................] - ETA: 18:03 - loss: 339.3310 - logits_profile_predictions_loss: 336.5201 - logcount_predictions_loss: 0.4325 111/2386 [>.............................] - ETA: 18:03 - loss: 339.3361 - logits_profile_predictions_loss: 336.5268 - logcount_predictions_loss: 0.4322 112/2386 [>.............................] - ETA: 18:02 - loss: 339.3358 - logits_profile_predictions_loss: 336.5281 - logcount_predictions_loss: 0.4320 113/2386 [>.............................] - ETA: 18:02 - loss: 339.3362 - logits_profile_predictions_loss: 336.5301 - logcount_predictions_loss: 0.4317 114/2386 [>.............................] - ETA: 18:01 - loss: 339.3388 - logits_profile_predictions_loss: 336.5342 - logcount_predictions_loss: 0.4315 115/2386 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[..............................] - ETA: 18:43 - loss: 351.8062 - logits_profile_predictions_loss: 349.0192 - logcount_predictions_loss: 0.4288 9/2386 [..............................] - ETA: 18:43 - loss: 350.4469 - logits_profile_predictions_loss: 347.6489 - logcount_predictions_loss: 0.4305 10/2386 [..............................] - ETA: 18:42 - loss: 349.3026 - logits_profile_predictions_loss: 346.5089 - logcount_predictions_loss: 0.4298 11/2386 [..............................] - ETA: 18:43 - loss: 348.3156 - logits_profile_predictions_loss: 345.5323 - logcount_predictions_loss: 0.4282 12/2386 [..............................] - ETA: 18:41 - loss: 347.5419 - logits_profile_predictions_loss: 344.7538 - logcount_predictions_loss: 0.4289 13/2386 [..............................] - ETA: 18:41 - loss: 346.6781 - logits_profile_predictions_loss: 343.8906 - logcount_predictions_loss: 0.4288 14/2386 [..............................] - ETA: 18:41 - loss: 346.0693 - 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[..............................] - ETA: 18:39 - loss: 343.7055 - logits_profile_predictions_loss: 340.9155 - logcount_predictions_loss: 0.4292 22/2386 [..............................] - ETA: 18:39 - loss: 343.3682 - logits_profile_predictions_loss: 340.5801 - logcount_predictions_loss: 0.4289 23/2386 [..............................] - ETA: 18:38 - loss: 343.1264 - logits_profile_predictions_loss: 340.3414 - logcount_predictions_loss: 0.4285 24/2386 [..............................] - ETA: 18:38 - loss: 342.9035 - logits_profile_predictions_loss: 340.1221 - logcount_predictions_loss: 0.4279 25/2386 [..............................] - ETA: 18:37 - loss: 342.7032 - logits_profile_predictions_loss: 339.9246 - logcount_predictions_loss: 0.4275 26/2386 [..............................] - ETA: 18:37 - loss: 342.5150 - logits_profile_predictions_loss: 339.7381 - logcount_predictions_loss: 0.4272 27/2386 [..............................] - ETA: 18:37 - loss: 342.3278 - 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[..............................] - ETA: 18:34 - loss: 340.7994 - logits_profile_predictions_loss: 338.0408 - logcount_predictions_loss: 0.4244 35/2386 [..............................] - ETA: 18:34 - loss: 340.6106 - logits_profile_predictions_loss: 337.8536 - logcount_predictions_loss: 0.4242 36/2386 [..............................] - ETA: 18:33 - loss: 340.4335 - logits_profile_predictions_loss: 337.6782 - logcount_predictions_loss: 0.4239 37/2386 [..............................] - ETA: 18:33 - loss: 340.2875 - logits_profile_predictions_loss: 337.5339 - logcount_predictions_loss: 0.4236 38/2386 [..............................] - ETA: 18:33 - loss: 340.1258 - logits_profile_predictions_loss: 337.3734 - logcount_predictions_loss: 0.4234 39/2386 [..............................] - ETA: 18:33 - loss: 339.9847 - logits_profile_predictions_loss: 337.2335 - logcount_predictions_loss: 0.4233 40/2386 [..............................] - ETA: 18:32 - loss: 339.8208 - 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[..............................] - ETA: 18:29 - loss: 339.0192 - logits_profile_predictions_loss: 336.2668 - logcount_predictions_loss: 0.4234 48/2386 [..............................] - ETA: 18:29 - loss: 338.9228 - logits_profile_predictions_loss: 336.1702 - logcount_predictions_loss: 0.4235 49/2386 [..............................] - ETA: 18:29 - loss: 338.8169 - logits_profile_predictions_loss: 336.0637 - logcount_predictions_loss: 0.4236 50/2386 [..............................] - ETA: 18:28 - loss: 338.7486 - logits_profile_predictions_loss: 335.9948 - logcount_predictions_loss: 0.4236 51/2386 [..............................] - ETA: 18:28 - loss: 338.7158 - logits_profile_predictions_loss: 335.9611 - logcount_predictions_loss: 0.4238 52/2386 [..............................] - ETA: 18:27 - loss: 338.6770 - logits_profile_predictions_loss: 335.9216 - logcount_predictions_loss: 0.4239 53/2386 [..............................] - ETA: 18:27 - loss: 338.6461 - 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[..............................] - ETA: 18:24 - loss: 338.1761 - logits_profile_predictions_loss: 335.4196 - logcount_predictions_loss: 0.4241 61/2386 [..............................] - ETA: 18:23 - loss: 338.1219 - logits_profile_predictions_loss: 335.3655 - logcount_predictions_loss: 0.4241 62/2386 [..............................] - ETA: 18:23 - loss: 338.0824 - logits_profile_predictions_loss: 335.3265 - logcount_predictions_loss: 0.4240 63/2386 [..............................] - ETA: 18:22 - loss: 338.0441 - logits_profile_predictions_loss: 335.2887 - logcount_predictions_loss: 0.4239 64/2386 [..............................] - ETA: 18:22 - loss: 338.0135 - logits_profile_predictions_loss: 335.2588 - logcount_predictions_loss: 0.4238 65/2386 [..............................] - ETA: 18:22 - loss: 337.9820 - logits_profile_predictions_loss: 335.2280 - logcount_predictions_loss: 0.4237 66/2386 [..............................] - ETA: 18:21 - loss: 337.9663 - 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[..............................] - ETA: 18:18 - loss: 338.0119 - logits_profile_predictions_loss: 335.2647 - logcount_predictions_loss: 0.4226 74/2386 [..............................] - ETA: 18:18 - loss: 338.0149 - logits_profile_predictions_loss: 335.2685 - logcount_predictions_loss: 0.4225 75/2386 [..............................] - ETA: 18:17 - loss: 338.0181 - logits_profile_predictions_loss: 335.2724 - logcount_predictions_loss: 0.4224 76/2386 [..............................] - ETA: 18:17 - loss: 338.0178 - logits_profile_predictions_loss: 335.2731 - logcount_predictions_loss: 0.4223 77/2386 [..............................] - ETA: 18:17 - loss: 338.0155 - logits_profile_predictions_loss: 335.2718 - logcount_predictions_loss: 0.4221 78/2386 [..............................] - ETA: 18:16 - loss: 338.0131 - logits_profile_predictions_loss: 335.2703 - logcount_predictions_loss: 0.4220 79/2386 [..............................] - ETA: 18:16 - loss: 338.0029 - 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[==>...........................] - ETA: 16:59 - loss: 328.8423 - logits_profile_predictions_loss: 326.5159 - logcount_predictions_loss: 0.3579 253/2386 [==>...........................] - ETA: 16:58 - loss: 328.8456 - logits_profile_predictions_loss: 326.5187 - logcount_predictions_loss: 0.3580 254/2386 [==>...........................] - ETA: 16:58 - loss: 328.8490 - logits_profile_predictions_loss: 326.5217 - logcount_predictions_loss: 0.3580 255/2386 [==>...........................] - ETA: 16:57 - loss: 328.8529 - logits_profile_predictions_loss: 326.5251 - logcount_predictions_loss: 0.3581 256/2386 [==>...........................] - ETA: 16:57 - loss: 328.8559 - logits_profile_predictions_loss: 326.5277 - logcount_predictions_loss: 0.3582 257/2386 [==>...........................] - ETA: 16:57 - loss: 328.8598 - logits_profile_predictions_loss: 326.5312 - logcount_predictions_loss: 0.3582 258/2386 [==>...........................] - ETA: 16:56 - loss: 328.8630 - 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[==>...........................] - ETA: 16:47 - loss: 328.8824 - logits_profile_predictions_loss: 326.5456 - logcount_predictions_loss: 0.3595 279/2386 [==>...........................] - ETA: 16:46 - loss: 328.8814 - logits_profile_predictions_loss: 326.5442 - logcount_predictions_loss: 0.3596 280/2386 [==>...........................] - ETA: 16:46 - loss: 328.8801 - logits_profile_predictions_loss: 326.5426 - logcount_predictions_loss: 0.3596 281/2386 [==>...........................] - ETA: 16:45 - loss: 328.8792 - logits_profile_predictions_loss: 326.5413 - logcount_predictions_loss: 0.3597 282/2386 [==>...........................] - ETA: 16:45 - loss: 328.8789 - logits_profile_predictions_loss: 326.5407 - logcount_predictions_loss: 0.3597 283/2386 [==>...........................] - ETA: 16:44 - loss: 328.8788 - logits_profile_predictions_loss: 326.5403 - logcount_predictions_loss: 0.3598 284/2386 [==>...........................] - ETA: 16:44 - loss: 328.8792 - 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[==>...........................] - ETA: 16:41 - loss: 328.8846 - logits_profile_predictions_loss: 326.5437 - logcount_predictions_loss: 0.3601 292/2386 [==>...........................] - ETA: 16:40 - loss: 328.8848 - logits_profile_predictions_loss: 326.5436 - logcount_predictions_loss: 0.3602 293/2386 [==>...........................] - ETA: 16:40 - loss: 328.8848 - logits_profile_predictions_loss: 326.5433 - logcount_predictions_loss: 0.3602 294/2386 [==>...........................] - ETA: 16:39 - loss: 328.8846 - logits_profile_predictions_loss: 326.5428 - logcount_predictions_loss: 0.3603 295/2386 [==>...........................] - ETA: 16:39 - loss: 328.8834 - logits_profile_predictions_loss: 326.5413 - logcount_predictions_loss: 0.3603 296/2386 [==>...........................] - ETA: 16:38 - loss: 328.8826 - logits_profile_predictions_loss: 326.5402 - logcount_predictions_loss: 0.3604 297/2386 [==>...........................] - ETA: 16:38 - loss: 328.8807 - 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[==>...........................] - ETA: 16:34 - loss: 328.8674 - logits_profile_predictions_loss: 326.5231 - logcount_predictions_loss: 0.3607 305/2386 [==>...........................] - ETA: 16:34 - loss: 328.8646 - logits_profile_predictions_loss: 326.5201 - logcount_predictions_loss: 0.3607 306/2386 [==>...........................] - ETA: 16:34 - loss: 328.8621 - logits_profile_predictions_loss: 326.5174 - logcount_predictions_loss: 0.3607 307/2386 [==>...........................] - ETA: 16:33 - loss: 328.8593 - logits_profile_predictions_loss: 326.5144 - logcount_predictions_loss: 0.3608 308/2386 [==>...........................] - ETA: 16:33 - loss: 328.8565 - logits_profile_predictions_loss: 326.5114 - logcount_predictions_loss: 0.3608 309/2386 [==>...........................] - ETA: 16:32 - loss: 328.8532 - logits_profile_predictions_loss: 326.5078 - logcount_predictions_loss: 0.3608 310/2386 [==>...........................] - ETA: 16:32 - loss: 328.8498 - 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[==>...........................] - ETA: 16:28 - loss: 328.8308 - logits_profile_predictions_loss: 326.4840 - logcount_predictions_loss: 0.3610 318/2386 [==>...........................] - ETA: 16:28 - loss: 328.8289 - logits_profile_predictions_loss: 326.4819 - logcount_predictions_loss: 0.3611 319/2386 [===>..........................] - ETA: 16:27 - loss: 328.8270 - logits_profile_predictions_loss: 326.4798 - logcount_predictions_loss: 0.3611 320/2386 [===>..........................] - ETA: 16:27 - loss: 328.8250 - logits_profile_predictions_loss: 326.4776 - logcount_predictions_loss: 0.3611 321/2386 [===>..........................] - ETA: 16:27 - loss: 328.8228 - logits_profile_predictions_loss: 326.4753 - logcount_predictions_loss: 0.3612 322/2386 [===>..........................] - ETA: 16:26 - loss: 328.8204 - logits_profile_predictions_loss: 326.4727 - logcount_predictions_loss: 0.3612 323/2386 [===>..........................] - ETA: 16:26 - loss: 328.8176 - logits_profile_predictions_loss: 326.4698 - logcount_predictions_loss: 0.3612 324/2386 [===>..........................] - ETA: 16:25 - loss: 328.8155 - logits_profile_predictions_loss: 326.4675 - logcount_predictions_loss: 0.3612 325/2386 [===>..........................] - ETA: 16:25 - loss: 328.8147 - logits_profile_predictions_loss: 326.4665 - logcount_predictions_loss: 0.3613 326/2386 [===>..........................] - ETA: 16:24 - loss: 328.8141 - logits_profile_predictions_loss: 326.4657 - logcount_predictions_loss: 0.3613 327/2386 [===>..........................] - ETA: 16:24 - loss: 328.8136 - logits_profile_predictions_loss: 326.4651 - logcount_predictions_loss: 0.3613 328/2386 [===>..........................] - ETA: 16:23 - loss: 328.8132 - logits_profile_predictions_loss: 326.4645 - logcount_predictions_loss: 0.3613 329/2386 [===>..........................] - ETA: 16:23 - loss: 328.8123 - logits_profile_predictions_loss: 326.4634 - logcount_predictions_loss: 0.3614 330/2386 [===>..........................] - ETA: 16:22 - loss: 328.8119 - logits_profile_predictions_loss: 326.4629 - logcount_predictions_loss: 0.3614 331/2386 [===>..........................] - ETA: 16:22 - loss: 328.8114 - logits_profile_predictions_loss: 326.4622 - logcount_predictions_loss: 0.3614 332/2386 [===>..........................] - ETA: 16:21 - loss: 328.8109 - logits_profile_predictions_loss: 326.4615 - logcount_predictions_loss: 0.3614 333/2386 [===>..........................] - ETA: 16:21 - loss: 328.8103 - logits_profile_predictions_loss: 326.4608 - logcount_predictions_loss: 0.3615 334/2386 [===>..........................] - ETA: 16:20 - loss: 328.8102 - logits_profile_predictions_loss: 326.4605 - logcount_predictions_loss: 0.3615 335/2386 [===>..........................] - ETA: 16:20 - loss: 328.8105 - logits_profile_predictions_loss: 326.4607 - logcount_predictions_loss: 0.3615 336/2386 [===>..........................] - ETA: 16:20 - loss: 328.8106 - 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[===>..........................] - ETA: 16:16 - loss: 328.8165 - logits_profile_predictions_loss: 326.4655 - logcount_predictions_loss: 0.3617 344/2386 [===>..........................] - ETA: 16:16 - loss: 328.8168 - logits_profile_predictions_loss: 326.4656 - logcount_predictions_loss: 0.3617 345/2386 [===>..........................] - ETA: 16:15 - loss: 328.8167 - logits_profile_predictions_loss: 326.4654 - logcount_predictions_loss: 0.3617 346/2386 [===>..........................] - ETA: 16:15 - loss: 328.8163 - logits_profile_predictions_loss: 326.4649 - logcount_predictions_loss: 0.3618 347/2386 [===>..........................] - ETA: 16:14 - loss: 328.8157 - logits_profile_predictions_loss: 326.4641 - logcount_predictions_loss: 0.3618 348/2386 [===>..........................] - ETA: 16:14 - loss: 328.8149 - logits_profile_predictions_loss: 326.4631 - logcount_predictions_loss: 0.3618 349/2386 [===>..........................] - ETA: 16:13 - loss: 328.8137 - 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[===>..........................] - ETA: 16:10 - loss: 328.8062 - logits_profile_predictions_loss: 326.4534 - logcount_predictions_loss: 0.3620 357/2386 [===>..........................] - ETA: 16:10 - loss: 328.8051 - logits_profile_predictions_loss: 326.4523 - logcount_predictions_loss: 0.3620 358/2386 [===>..........................] - ETA: 16:09 - loss: 328.8036 - logits_profile_predictions_loss: 326.4506 - logcount_predictions_loss: 0.3620 359/2386 [===>..........................] - ETA: 16:09 - loss: 328.8023 - logits_profile_predictions_loss: 326.4492 - logcount_predictions_loss: 0.3620 360/2386 [===>..........................] - ETA: 16:08 - loss: 328.8008 - logits_profile_predictions_loss: 326.4476 - logcount_predictions_loss: 0.3620 361/2386 [===>..........................] - ETA: 16:08 - loss: 328.7996 - logits_profile_predictions_loss: 326.4463 - logcount_predictions_loss: 0.3620 362/2386 [===>..........................] - ETA: 16:07 - loss: 328.7981 - logits_profile_predictions_loss: 326.4447 - logcount_predictions_loss: 0.3621 363/2386 [===>..........................] - ETA: 16:07 - loss: 328.7965 - logits_profile_predictions_loss: 326.4430 - logcount_predictions_loss: 0.3621 364/2386 [===>..........................] - ETA: 16:06 - loss: 328.7947 - logits_profile_predictions_loss: 326.4411 - logcount_predictions_loss: 0.3621 365/2386 [===>..........................] - ETA: 16:06 - loss: 328.7929 - logits_profile_predictions_loss: 326.4392 - logcount_predictions_loss: 0.3621 366/2386 [===>..........................] - ETA: 16:05 - loss: 328.7916 - logits_profile_predictions_loss: 326.4378 - logcount_predictions_loss: 0.3621 367/2386 [===>..........................] - ETA: 16:05 - loss: 328.7898 - logits_profile_predictions_loss: 326.4359 - logcount_predictions_loss: 0.3621 368/2386 [===>..........................] - ETA: 16:04 - loss: 328.7882 - logits_profile_predictions_loss: 326.4343 - logcount_predictions_loss: 0.3621 369/2386 [===>..........................] - ETA: 16:04 - loss: 328.7867 - logits_profile_predictions_loss: 326.4326 - logcount_predictions_loss: 0.3622 370/2386 [===>..........................] - ETA: 16:03 - loss: 328.7850 - logits_profile_predictions_loss: 326.4308 - logcount_predictions_loss: 0.3622 371/2386 [===>..........................] - ETA: 16:03 - loss: 328.7834 - logits_profile_predictions_loss: 326.4291 - logcount_predictions_loss: 0.3622 372/2386 [===>..........................] - ETA: 16:03 - loss: 328.7819 - logits_profile_predictions_loss: 326.4274 - logcount_predictions_loss: 0.3622 373/2386 [===>..........................] - ETA: 16:02 - loss: 328.7804 - logits_profile_predictions_loss: 326.4258 - logcount_predictions_loss: 0.3622 374/2386 [===>..........................] - ETA: 16:02 - loss: 328.7785 - logits_profile_predictions_loss: 326.4238 - logcount_predictions_loss: 0.3623 375/2386 [===>..........................] - ETA: 16:01 - loss: 328.7761 - logits_profile_predictions_loss: 326.4213 - logcount_predictions_loss: 0.3623 376/2386 [===>..........................] - ETA: 16:01 - loss: 328.7744 - logits_profile_predictions_loss: 326.4194 - logcount_predictions_loss: 0.3623 377/2386 [===>..........................] - ETA: 16:00 - loss: 328.7729 - logits_profile_predictions_loss: 326.4178 - logcount_predictions_loss: 0.3623 378/2386 [===>..........................] - ETA: 16:00 - loss: 328.7711 - logits_profile_predictions_loss: 326.4159 - logcount_predictions_loss: 0.3623 379/2386 [===>..........................] - ETA: 15:59 - loss: 328.7690 - logits_profile_predictions_loss: 326.4136 - logcount_predictions_loss: 0.3624 380/2386 [===>..........................] - ETA: 15:59 - loss: 328.7671 - logits_profile_predictions_loss: 326.4116 - logcount_predictions_loss: 0.3624 381/2386 [===>..........................] - ETA: 15:58 - loss: 328.7652 - logits_profile_predictions_loss: 326.4096 - logcount_predictions_loss: 0.3624 382/2386 [===>..........................] - ETA: 15:58 - loss: 328.7628 - logits_profile_predictions_loss: 326.4071 - logcount_predictions_loss: 0.3624 383/2386 [===>..........................] - ETA: 15:57 - loss: 328.7604 - logits_profile_predictions_loss: 326.4045 - logcount_predictions_loss: 0.3624 384/2386 [===>..........................] - ETA: 15:57 - loss: 328.7577 - logits_profile_predictions_loss: 326.4016 - logcount_predictions_loss: 0.3625 385/2386 [===>..........................] - ETA: 15:56 - loss: 328.7554 - logits_profile_predictions_loss: 326.3992 - logcount_predictions_loss: 0.3625 386/2386 [===>..........................] - ETA: 15:56 - loss: 328.7530 - logits_profile_predictions_loss: 326.3967 - logcount_predictions_loss: 0.3625 387/2386 [===>..........................] - ETA: 15:55 - loss: 328.7515 - logits_profile_predictions_loss: 326.3950 - logcount_predictions_loss: 0.3625 388/2386 [===>..........................] - ETA: 15:55 - loss: 328.7497 - logits_profile_predictions_loss: 326.3931 - logcount_predictions_loss: 0.3625 389/2386 [===>..........................] - ETA: 15:54 - loss: 328.7479 - logits_profile_predictions_loss: 326.3911 - logcount_predictions_loss: 0.3626 390/2386 [===>..........................] - ETA: 15:54 - loss: 328.7459 - logits_profile_predictions_loss: 326.3889 - logcount_predictions_loss: 0.3626 391/2386 [===>..........................] - ETA: 15:53 - loss: 328.7440 - logits_profile_predictions_loss: 326.3869 - logcount_predictions_loss: 0.3626 392/2386 [===>..........................] - ETA: 15:53 - loss: 328.7422 - logits_profile_predictions_loss: 326.3850 - logcount_predictions_loss: 0.3626 393/2386 [===>..........................] - ETA: 15:53 - loss: 328.7403 - logits_profile_predictions_loss: 326.3829 - logcount_predictions_loss: 0.3627 394/2386 [===>..........................] - ETA: 15:52 - loss: 328.7389 - logits_profile_predictions_loss: 326.3813 - logcount_predictions_loss: 0.3627 395/2386 [===>..........................] - ETA: 15:52 - loss: 328.7375 - logits_profile_predictions_loss: 326.3798 - logcount_predictions_loss: 0.3627 396/2386 [===>..........................] - ETA: 15:51 - loss: 328.7361 - logits_profile_predictions_loss: 326.3782 - logcount_predictions_loss: 0.3627 397/2386 [===>..........................] - ETA: 15:51 - loss: 328.7346 - logits_profile_predictions_loss: 326.3765 - logcount_predictions_loss: 0.3628 398/2386 [====>.........................] - ETA: 15:50 - loss: 328.7330 - logits_profile_predictions_loss: 326.3748 - logcount_predictions_loss: 0.3628 399/2386 [====>.........................] - ETA: 15:50 - loss: 328.7316 - logits_profile_predictions_loss: 326.3733 - logcount_predictions_loss: 0.3628 400/2386 [====>.........................] - ETA: 15:49 - loss: 328.7305 - logits_profile_predictions_loss: 326.3720 - logcount_predictions_loss: 0.3628 401/2386 [====>.........................] - ETA: 15:49 - loss: 328.7299 - logits_profile_predictions_loss: 326.3712 - logcount_predictions_loss: 0.3629 402/2386 [====>.........................] - ETA: 15:48 - loss: 328.7292 - logits_profile_predictions_loss: 326.3704 - logcount_predictions_loss: 0.3629 403/2386 [====>.........................] - ETA: 15:48 - loss: 328.7284 - logits_profile_predictions_loss: 326.3695 - logcount_predictions_loss: 0.3629 404/2386 [====>.........................] - ETA: 15:47 - loss: 328.7279 - logits_profile_predictions_loss: 326.3689 - logcount_predictions_loss: 0.3629 405/2386 [====>.........................] - ETA: 15:47 - loss: 328.7275 - logits_profile_predictions_loss: 326.3683 - logcount_predictions_loss: 0.3629 406/2386 [====>.........................] - ETA: 15:46 - loss: 328.7268 - logits_profile_predictions_loss: 326.3674 - logcount_predictions_loss: 0.3630 407/2386 [====>.........................] - ETA: 15:46 - loss: 328.7264 - logits_profile_predictions_loss: 326.3669 - logcount_predictions_loss: 0.3630 408/2386 [====>.........................] - ETA: 15:45 - loss: 328.7255 - logits_profile_predictions_loss: 326.3659 - logcount_predictions_loss: 0.3630 409/2386 [====>.........................] - ETA: 15:45 - loss: 328.7244 - logits_profile_predictions_loss: 326.3647 - logcount_predictions_loss: 0.3630 410/2386 [====>.........................] - ETA: 15:44 - loss: 328.7232 - logits_profile_predictions_loss: 326.3634 - logcount_predictions_loss: 0.3630 411/2386 [====>.........................] - ETA: 15:44 - loss: 328.7219 - logits_profile_predictions_loss: 326.3619 - logcount_predictions_loss: 0.3631 412/2386 [====>.........................] - ETA: 15:43 - loss: 328.7207 - logits_profile_predictions_loss: 326.3606 - logcount_predictions_loss: 0.3631 413/2386 [====>.........................] - ETA: 15:43 - loss: 328.7198 - logits_profile_predictions_loss: 326.3596 - logcount_predictions_loss: 0.3631 414/2386 [====>.........................] - ETA: 15:43 - loss: 328.7187 - logits_profile_predictions_loss: 326.3583 - logcount_predictions_loss: 0.3631 415/2386 [====>.........................] - ETA: 15:42 - loss: 328.7172 - logits_profile_predictions_loss: 326.3568 - logcount_predictions_loss: 0.3631 416/2386 [====>.........................] - ETA: 15:42 - loss: 328.7158 - logits_profile_predictions_loss: 326.3553 - logcount_predictions_loss: 0.3632 417/2386 [====>.........................] - ETA: 15:41 - loss: 328.7145 - logits_profile_predictions_loss: 326.3539 - logcount_predictions_loss: 0.3632 418/2386 [====>.........................] - ETA: 15:41 - loss: 328.7134 - logits_profile_predictions_loss: 326.3527 - logcount_predictions_loss: 0.3632 419/2386 [====>.........................] - ETA: 15:40 - loss: 328.7124 - logits_profile_predictions_loss: 326.3515 - logcount_predictions_loss: 0.3632 420/2386 [====>.........................] - ETA: 15:40 - loss: 328.7118 - logits_profile_predictions_loss: 326.3509 - logcount_predictions_loss: 0.3632 421/2386 [====>.........................] - ETA: 15:39 - loss: 328.7109 - logits_profile_predictions_loss: 326.3498 - logcount_predictions_loss: 0.3632 422/2386 [====>.........................] - ETA: 15:39 - loss: 328.7098 - logits_profile_predictions_loss: 326.3487 - logcount_predictions_loss: 0.3632 423/2386 [====>.........................] - ETA: 15:38 - loss: 328.7087 - logits_profile_predictions_loss: 326.3474 - logcount_predictions_loss: 0.3633 424/2386 [====>.........................] - ETA: 15:38 - loss: 328.7074 - logits_profile_predictions_loss: 326.3460 - logcount_predictions_loss: 0.3633 425/2386 [====>.........................] - ETA: 15:37 - loss: 328.7064 - logits_profile_predictions_loss: 326.3449 - logcount_predictions_loss: 0.3633 426/2386 [====>.........................] - ETA: 15:37 - loss: 328.7053 - logits_profile_predictions_loss: 326.3437 - logcount_predictions_loss: 0.3633 427/2386 [====>.........................] - ETA: 15:36 - loss: 328.7041 - logits_profile_predictions_loss: 326.3424 - logcount_predictions_loss: 0.3633 428/2386 [====>.........................] - ETA: 15:36 - loss: 328.7026 - logits_profile_predictions_loss: 326.3408 - logcount_predictions_loss: 0.3633 429/2386 [====>.........................] - ETA: 15:35 - loss: 328.7011 - logits_profile_predictions_loss: 326.3392 - logcount_predictions_loss: 0.3634 430/2386 [====>.........................] - ETA: 15:35 - loss: 328.6999 - logits_profile_predictions_loss: 326.3379 - logcount_predictions_loss: 0.3634 431/2386 [====>.........................] - ETA: 15:34 - loss: 328.6983 - logits_profile_predictions_loss: 326.3362 - logcount_predictions_loss: 0.3634 432/2386 [====>.........................] - ETA: 15:34 - loss: 328.6965 - logits_profile_predictions_loss: 326.3343 - logcount_predictions_loss: 0.3634 433/2386 [====>.........................] - ETA: 15:34 - loss: 328.6945 - logits_profile_predictions_loss: 326.3321 - logcount_predictions_loss: 0.3634 434/2386 [====>.........................] - ETA: 15:33 - loss: 328.6925 - logits_profile_predictions_loss: 326.3300 - logcount_predictions_loss: 0.3634 435/2386 [====>.........................] - ETA: 15:33 - loss: 328.6906 - logits_profile_predictions_loss: 326.3280 - logcount_predictions_loss: 0.3635 436/2386 [====>.........................] - ETA: 15:32 - loss: 328.6887 - logits_profile_predictions_loss: 326.3260 - logcount_predictions_loss: 0.3635 437/2386 [====>.........................] - ETA: 15:32 - loss: 328.6870 - logits_profile_predictions_loss: 326.3242 - logcount_predictions_loss: 0.3635 438/2386 [====>.........................] - ETA: 15:31 - loss: 328.6854 - logits_profile_predictions_loss: 326.3224 - logcount_predictions_loss: 0.3635 439/2386 [====>.........................] - ETA: 15:31 - loss: 328.6839 - logits_profile_predictions_loss: 326.3209 - logcount_predictions_loss: 0.3635 440/2386 [====>.........................] - ETA: 15:30 - loss: 328.6824 - logits_profile_predictions_loss: 326.3193 - logcount_predictions_loss: 0.3635 441/2386 [====>.........................] - ETA: 15:30 - loss: 328.6809 - logits_profile_predictions_loss: 326.3176 - logcount_predictions_loss: 0.3636 442/2386 [====>.........................] - ETA: 15:29 - loss: 328.6791 - logits_profile_predictions_loss: 326.3157 - logcount_predictions_loss: 0.3636 443/2386 [====>.........................] - ETA: 15:29 - loss: 328.6773 - logits_profile_predictions_loss: 326.3139 - logcount_predictions_loss: 0.3636 444/2386 [====>.........................] - ETA: 15:28 - loss: 328.6753 - logits_profile_predictions_loss: 326.3118 - logcount_predictions_loss: 0.3636 445/2386 [====>.........................] - ETA: 15:28 - loss: 328.6734 - logits_profile_predictions_loss: 326.3098 - logcount_predictions_loss: 0.3636 446/2386 [====>.........................] - ETA: 15:27 - loss: 328.6715 - logits_profile_predictions_loss: 326.3078 - logcount_predictions_loss: 0.3636 447/2386 [====>.........................] - ETA: 15:27 - loss: 328.6701 - logits_profile_predictions_loss: 326.3063 - logcount_predictions_loss: 0.3637 448/2386 [====>.........................] - ETA: 15:26 - loss: 328.6689 - logits_profile_predictions_loss: 326.3050 - logcount_predictions_loss: 0.3637 449/2386 [====>.........................] - ETA: 15:26 - loss: 328.6677 - logits_profile_predictions_loss: 326.3036 - logcount_predictions_loss: 0.3637 450/2386 [====>.........................] - ETA: 15:26 - loss: 328.6662 - logits_profile_predictions_loss: 326.3021 - logcount_predictions_loss: 0.3637 451/2386 [====>.........................] - ETA: 15:25 - loss: 328.6646 - logits_profile_predictions_loss: 326.3004 - logcount_predictions_loss: 0.3637 452/2386 [====>.........................] - ETA: 15:25 - loss: 328.6632 - logits_profile_predictions_loss: 326.2989 - logcount_predictions_loss: 0.3637 453/2386 [====>.........................] - ETA: 15:24 - loss: 328.6620 - logits_profile_predictions_loss: 326.2976 - logcount_predictions_loss: 0.3638 454/2386 [====>.........................] - ETA: 15:24 - loss: 328.6612 - logits_profile_predictions_loss: 326.2966 - logcount_predictions_loss: 0.3638 455/2386 [====>.........................] - ETA: 15:23 - loss: 328.6606 - logits_profile_predictions_loss: 326.2959 - logcount_predictions_loss: 0.3638 456/2386 [====>.........................] - ETA: 15:23 - loss: 328.6600 - logits_profile_predictions_loss: 326.2952 - logcount_predictions_loss: 0.3638 457/2386 [====>.........................] - ETA: 15:22 - loss: 328.6596 - logits_profile_predictions_loss: 326.2947 - logcount_predictions_loss: 0.3638 458/2386 [====>.........................] - ETA: 15:22 - loss: 328.6593 - logits_profile_predictions_loss: 326.2944 - logcount_predictions_loss: 0.3638 459/2386 [====>.........................] - ETA: 15:21 - loss: 328.6592 - logits_profile_predictions_loss: 326.2941 - logcount_predictions_loss: 0.3638 460/2386 [====>.........................] - ETA: 15:21 - loss: 328.6590 - logits_profile_predictions_loss: 326.2938 - logcount_predictions_loss: 0.3639 461/2386 [====>.........................] - ETA: 15:20 - loss: 328.6589 - logits_profile_predictions_loss: 326.2936 - logcount_predictions_loss: 0.3639 462/2386 [====>.........................] - ETA: 15:20 - loss: 328.6587 - logits_profile_predictions_loss: 326.2933 - logcount_predictions_loss: 0.3639 463/2386 [====>.........................] - ETA: 15:19 - loss: 328.6585 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 464/2386 [====>.........................] - ETA: 15:19 - loss: 328.6586 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 465/2386 [====>.........................] - ETA: 15:18 - loss: 328.6587 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 466/2386 [====>.........................] - ETA: 15:18 - loss: 328.6588 - logits_profile_predictions_loss: 326.2929 - logcount_predictions_loss: 0.3640 467/2386 [====>.........................] - ETA: 15:17 - loss: 328.6589 - logits_profile_predictions_loss: 326.2929 - logcount_predictions_loss: 0.3640 468/2386 [====>.........................] - ETA: 15:17 - loss: 328.6592 - logits_profile_predictions_loss: 326.2931 - logcount_predictions_loss: 0.3640 469/2386 [====>.........................] - ETA: 15:16 - loss: 328.6594 - logits_profile_predictions_loss: 326.2933 - logcount_predictions_loss: 0.3640 470/2386 [====>.........................] - ETA: 15:16 - loss: 328.6597 - logits_profile_predictions_loss: 326.2934 - logcount_predictions_loss: 0.3640 471/2386 [====>.........................] - ETA: 15:16 - loss: 328.6602 - logits_profile_predictions_loss: 326.2938 - logcount_predictions_loss: 0.3641 472/2386 [====>.........................] - ETA: 15:15 - loss: 328.6604 - logits_profile_predictions_loss: 326.2939 - logcount_predictions_loss: 0.3641 473/2386 [====>.........................] - ETA: 15:15 - loss: 328.6607 - logits_profile_predictions_loss: 326.2941 - logcount_predictions_loss: 0.3641 474/2386 [====>.........................] - ETA: 15:14 - loss: 328.6614 - logits_profile_predictions_loss: 326.2947 - logcount_predictions_loss: 0.3641 475/2386 [====>.........................] - ETA: 15:14 - loss: 328.6621 - logits_profile_predictions_loss: 326.2953 - logcount_predictions_loss: 0.3641 476/2386 [====>.........................] - ETA: 15:13 - loss: 328.6631 - logits_profile_predictions_loss: 326.2962 - logcount_predictions_loss: 0.3641 477/2386 [====>.........................] - ETA: 15:13 - loss: 328.6641 - logits_profile_predictions_loss: 326.2971 - logcount_predictions_loss: 0.3641 478/2386 [=====>........................] - ETA: 15:12 - loss: 328.6651 - logits_profile_predictions_loss: 326.2980 - logcount_predictions_loss: 0.3642 479/2386 [=====>........................] - ETA: 15:12 - loss: 328.6661 - 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[=====>........................] - ETA: 14:56 - loss: 328.6813 - logits_profile_predictions_loss: 326.3108 - logcount_predictions_loss: 0.3647 513/2386 [=====>........................] - ETA: 14:56 - loss: 328.6818 - logits_profile_predictions_loss: 326.3111 - logcount_predictions_loss: 0.3647 514/2386 [=====>........................] - ETA: 14:55 - loss: 328.6820 - logits_profile_predictions_loss: 326.3113 - logcount_predictions_loss: 0.3647 515/2386 [=====>........................] - ETA: 14:55 - loss: 328.6821 - logits_profile_predictions_loss: 326.3113 - logcount_predictions_loss: 0.3647 516/2386 [=====>........................] - ETA: 14:54 - loss: 328.6821 - logits_profile_predictions_loss: 326.3112 - logcount_predictions_loss: 0.3648 517/2386 [=====>........................] - ETA: 14:54 - loss: 328.6820 - logits_profile_predictions_loss: 326.3110 - logcount_predictions_loss: 0.3648 518/2386 [=====>........................] - ETA: 14:53 - loss: 328.6820 - 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[=====>........................] - ETA: 14:50 - loss: 328.6835 - logits_profile_predictions_loss: 326.3116 - logcount_predictions_loss: 0.3649 526/2386 [=====>........................] - ETA: 14:49 - loss: 328.6840 - logits_profile_predictions_loss: 326.3119 - logcount_predictions_loss: 0.3649 527/2386 [=====>........................] - ETA: 14:49 - loss: 328.6843 - logits_profile_predictions_loss: 326.3121 - logcount_predictions_loss: 0.3649 528/2386 [=====>........................] - ETA: 14:48 - loss: 328.6844 - logits_profile_predictions_loss: 326.3121 - logcount_predictions_loss: 0.3650 529/2386 [=====>........................] - ETA: 14:48 - loss: 328.6845 - logits_profile_predictions_loss: 326.3121 - logcount_predictions_loss: 0.3650 530/2386 [=====>........................] - ETA: 14:47 - loss: 328.6845 - logits_profile_predictions_loss: 326.3119 - logcount_predictions_loss: 0.3650 531/2386 [=====>........................] - ETA: 14:47 - loss: 328.6846 - 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[=====>........................] - ETA: 14:44 - loss: 328.6888 - logits_profile_predictions_loss: 326.3154 - logcount_predictions_loss: 0.3651 539/2386 [=====>........................] - ETA: 14:43 - loss: 328.6893 - logits_profile_predictions_loss: 326.3158 - logcount_predictions_loss: 0.3652 540/2386 [=====>........................] - ETA: 14:43 - loss: 328.6896 - logits_profile_predictions_loss: 326.3160 - logcount_predictions_loss: 0.3652 541/2386 [=====>........................] - ETA: 14:42 - loss: 328.6901 - logits_profile_predictions_loss: 326.3163 - logcount_predictions_loss: 0.3652 542/2386 [=====>........................] - ETA: 14:42 - loss: 328.6907 - logits_profile_predictions_loss: 326.3168 - logcount_predictions_loss: 0.3652 543/2386 [=====>........................] - ETA: 14:41 - loss: 328.6913 - logits_profile_predictions_loss: 326.3173 - logcount_predictions_loss: 0.3652 544/2386 [=====>........................] - ETA: 14:41 - loss: 328.6916 - 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[=====>........................] - ETA: 14:37 - loss: 328.6957 - logits_profile_predictions_loss: 326.3208 - logcount_predictions_loss: 0.3654 552/2386 [=====>........................] - ETA: 14:37 - loss: 328.6960 - logits_profile_predictions_loss: 326.3210 - logcount_predictions_loss: 0.3654 553/2386 [=====>........................] - ETA: 14:36 - loss: 328.6963 - logits_profile_predictions_loss: 326.3212 - logcount_predictions_loss: 0.3654 554/2386 [=====>........................] - ETA: 14:36 - loss: 328.6964 - logits_profile_predictions_loss: 326.3213 - logcount_predictions_loss: 0.3654 555/2386 [=====>........................] - ETA: 14:36 - loss: 328.6967 - logits_profile_predictions_loss: 326.3214 - logcount_predictions_loss: 0.3654 556/2386 [=====>........................] - ETA: 14:35 - loss: 328.6969 - logits_profile_predictions_loss: 326.3215 - logcount_predictions_loss: 0.3654 557/2386 [======>.......................] - ETA: 14:35 - loss: 328.6970 - 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[=====>........................] - ETA: 14:50 - loss: 332.7441 - logits_profile_predictions_loss: 330.3977 - logcount_predictions_loss: 0.3610 523/2386 [=====>........................] - ETA: 14:49 - loss: 332.7399 - logits_profile_predictions_loss: 330.3934 - logcount_predictions_loss: 0.3610 524/2386 [=====>........................] - ETA: 14:49 - loss: 332.7356 - logits_profile_predictions_loss: 330.3891 - logcount_predictions_loss: 0.3610 525/2386 [=====>........................] - ETA: 14:48 - loss: 332.7314 - logits_profile_predictions_loss: 330.3849 - logcount_predictions_loss: 0.3610 526/2386 [=====>........................] - ETA: 14:48 - loss: 332.7272 - logits_profile_predictions_loss: 330.3807 - logcount_predictions_loss: 0.3610 527/2386 [=====>........................] - ETA: 14:47 - loss: 332.7230 - logits_profile_predictions_loss: 330.3764 - logcount_predictions_loss: 0.3610 528/2386 [=====>........................] - ETA: 14:47 - loss: 332.7187 - 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[..............................] - ETA: 18:40 - loss: 348.5714 - logits_profile_predictions_loss: 346.1636 - logcount_predictions_loss: 0.3704 14/2386 [..............................] - ETA: 18:40 - loss: 347.8590 - logits_profile_predictions_loss: 345.4616 - logcount_predictions_loss: 0.3688 15/2386 [..............................] - ETA: 18:40 - loss: 347.0697 - logits_profile_predictions_loss: 344.6799 - logcount_predictions_loss: 0.3677 16/2386 [..............................] - ETA: 18:39 - loss: 346.1629 - logits_profile_predictions_loss: 343.7776 - logcount_predictions_loss: 0.3670 17/2386 [..............................] - ETA: 18:39 - loss: 345.4554 - logits_profile_predictions_loss: 343.0725 - logcount_predictions_loss: 0.3666 18/2386 [..............................] - ETA: 18:39 - loss: 344.8506 - logits_profile_predictions_loss: 342.4664 - logcount_predictions_loss: 0.3668 19/2386 [..............................] - ETA: 18:39 - loss: 344.3765 - logits_profile_predictions_loss: 341.9935 - logcount_predictions_loss: 0.3666 20/2386 [..............................] - ETA: 18:38 - loss: 343.7738 - logits_profile_predictions_loss: 341.3943 - logcount_predictions_loss: 0.3661 21/2386 [..............................] - ETA: 18:39 - loss: 343.2157 - logits_profile_predictions_loss: 340.8397 - logcount_predictions_loss: 0.3655 22/2386 [..............................] - ETA: 18:38 - loss: 342.8152 - logits_profile_predictions_loss: 340.4408 - logcount_predictions_loss: 0.3653 23/2386 [..............................] - ETA: 18:38 - loss: 342.3731 - logits_profile_predictions_loss: 339.9992 - logcount_predictions_loss: 0.3652 24/2386 [..............................] - ETA: 18:37 - loss: 341.9542 - logits_profile_predictions_loss: 339.5815 - logcount_predictions_loss: 0.3650 25/2386 [..............................] - ETA: 18:37 - loss: 341.6296 - logits_profile_predictions_loss: 339.2553 - logcount_predictions_loss: 0.3653 26/2386 [..............................] - ETA: 18:36 - loss: 341.3487 - logits_profile_predictions_loss: 338.9699 - logcount_predictions_loss: 0.3660 27/2386 [..............................] - ETA: 18:36 - loss: 341.1189 - logits_profile_predictions_loss: 338.7352 - logcount_predictions_loss: 0.3667 28/2386 [..............................] - ETA: 18:36 - loss: 340.8741 - logits_profile_predictions_loss: 338.4856 - logcount_predictions_loss: 0.3675 29/2386 [..............................] - ETA: 18:35 - loss: 340.5773 - logits_profile_predictions_loss: 338.1846 - logcount_predictions_loss: 0.3681 30/2386 [..............................] - ETA: 18:35 - loss: 340.3517 - logits_profile_predictions_loss: 337.9552 - logcount_predictions_loss: 0.3687 31/2386 [..............................] - ETA: 18:35 - loss: 340.1786 - logits_profile_predictions_loss: 337.7784 - logcount_predictions_loss: 0.3693 32/2386 [..............................] - ETA: 18:34 - loss: 339.9960 - logits_profile_predictions_loss: 337.5935 - logcount_predictions_loss: 0.3696 33/2386 [..............................] - ETA: 18:34 - loss: 339.8831 - logits_profile_predictions_loss: 337.4787 - logcount_predictions_loss: 0.3699 34/2386 [..............................] - ETA: 18:33 - loss: 339.7736 - logits_profile_predictions_loss: 337.3683 - logcount_predictions_loss: 0.3700 35/2386 [..............................] - ETA: 18:33 - loss: 339.7494 - logits_profile_predictions_loss: 337.3428 - logcount_predictions_loss: 0.3702 36/2386 [..............................] - ETA: 18:33 - loss: 339.6725 - logits_profile_predictions_loss: 337.2647 - logcount_predictions_loss: 0.3704 37/2386 [..............................] - ETA: 18:32 - loss: 339.5987 - logits_profile_predictions_loss: 337.1901 - logcount_predictions_loss: 0.3705 38/2386 [..............................] - ETA: 18:32 - loss: 339.5549 - logits_profile_predictions_loss: 337.1460 - logcount_predictions_loss: 0.3706 39/2386 [..............................] - ETA: 18:32 - loss: 339.5016 - logits_profile_predictions_loss: 337.0924 - logcount_predictions_loss: 0.3706 40/2386 [..............................] - ETA: 18:31 - loss: 339.4070 - logits_profile_predictions_loss: 336.9969 - logcount_predictions_loss: 0.3708 41/2386 [..............................] - ETA: 18:31 - loss: 339.2957 - logits_profile_predictions_loss: 336.8848 - logcount_predictions_loss: 0.3709 42/2386 [..............................] - ETA: 18:31 - loss: 339.2234 - logits_profile_predictions_loss: 336.8119 - logcount_predictions_loss: 0.3710 43/2386 [..............................] - ETA: 18:31 - loss: 339.1239 - logits_profile_predictions_loss: 336.7121 - logcount_predictions_loss: 0.3710 44/2386 [..............................] - ETA: 18:30 - loss: 339.0451 - logits_profile_predictions_loss: 336.6326 - logcount_predictions_loss: 0.3712 45/2386 [..............................] - ETA: 18:30 - loss: 338.9550 - logits_profile_predictions_loss: 336.5420 - logcount_predictions_loss: 0.3712 46/2386 [..............................] - ETA: 18:29 - loss: 338.8157 - logits_profile_predictions_loss: 336.4023 - logcount_predictions_loss: 0.3713 47/2386 [..............................] - ETA: 18:29 - loss: 338.6689 - logits_profile_predictions_loss: 336.2547 - logcount_predictions_loss: 0.3714 48/2386 [..............................] - ETA: 18:28 - loss: 338.5129 - logits_profile_predictions_loss: 336.0984 - logcount_predictions_loss: 0.3715 49/2386 [..............................] - ETA: 18:28 - loss: 338.3771 - logits_profile_predictions_loss: 335.9623 - logcount_predictions_loss: 0.3715 50/2386 [..............................] - ETA: 18:28 - loss: 338.2438 - logits_profile_predictions_loss: 335.8288 - logcount_predictions_loss: 0.3715 51/2386 [..............................] - ETA: 18:27 - loss: 338.1309 - logits_profile_predictions_loss: 335.7158 - logcount_predictions_loss: 0.3716 52/2386 [..............................] - ETA: 18:27 - loss: 338.0141 - logits_profile_predictions_loss: 335.5983 - logcount_predictions_loss: 0.3716 53/2386 [..............................] - ETA: 18:26 - loss: 337.9092 - logits_profile_predictions_loss: 335.4930 - logcount_predictions_loss: 0.3717 54/2386 [..............................] - ETA: 18:26 - loss: 337.8027 - logits_profile_predictions_loss: 335.3862 - logcount_predictions_loss: 0.3718 55/2386 [..............................] - ETA: 18:26 - loss: 337.6982 - logits_profile_predictions_loss: 335.2815 - logcount_predictions_loss: 0.3718 56/2386 [..............................] - ETA: 18:25 - loss: 337.5818 - logits_profile_predictions_loss: 335.1650 - logcount_predictions_loss: 0.3718 57/2386 [..............................] - ETA: 18:25 - loss: 337.4647 - logits_profile_predictions_loss: 335.0474 - logcount_predictions_loss: 0.3719 58/2386 [..............................] - ETA: 18:24 - loss: 337.3515 - logits_profile_predictions_loss: 334.9340 - logcount_predictions_loss: 0.3719 59/2386 [..............................] - ETA: 18:24 - loss: 337.2297 - logits_profile_predictions_loss: 334.8122 - logcount_predictions_loss: 0.3719 60/2386 [..............................] - ETA: 18:23 - loss: 337.1034 - logits_profile_predictions_loss: 334.6862 - logcount_predictions_loss: 0.3719 61/2386 [..............................] - ETA: 18:23 - loss: 336.9767 - logits_profile_predictions_loss: 334.5596 - logcount_predictions_loss: 0.3718 62/2386 [..............................] - ETA: 18:23 - loss: 336.8575 - logits_profile_predictions_loss: 334.4404 - logcount_predictions_loss: 0.3719 63/2386 [..............................] - ETA: 18:22 - loss: 336.7261 - logits_profile_predictions_loss: 334.3090 - logcount_predictions_loss: 0.3719 64/2386 [..............................] - ETA: 18:22 - loss: 336.5928 - logits_profile_predictions_loss: 334.1757 - logcount_predictions_loss: 0.3719 65/2386 [..............................] - ETA: 18:21 - loss: 336.4756 - logits_profile_predictions_loss: 334.0584 - logcount_predictions_loss: 0.3719 66/2386 [..............................] - ETA: 18:21 - loss: 336.3571 - logits_profile_predictions_loss: 333.9399 - logcount_predictions_loss: 0.3719 67/2386 [..............................] - ETA: 18:20 - loss: 336.2424 - logits_profile_predictions_loss: 333.8251 - logcount_predictions_loss: 0.3719 68/2386 [..............................] - ETA: 18:20 - loss: 336.1461 - logits_profile_predictions_loss: 333.7287 - logcount_predictions_loss: 0.3719 69/2386 [..............................] - ETA: 18:19 - loss: 336.0440 - logits_profile_predictions_loss: 333.6264 - logcount_predictions_loss: 0.3719 70/2386 [..............................] - ETA: 18:19 - loss: 335.9660 - logits_profile_predictions_loss: 333.5481 - logcount_predictions_loss: 0.3720 71/2386 [..............................] - ETA: 18:19 - loss: 335.8930 - logits_profile_predictions_loss: 333.4751 - logcount_predictions_loss: 0.3720 72/2386 [..............................] - ETA: 18:18 - loss: 335.8302 - logits_profile_predictions_loss: 333.4122 - logcount_predictions_loss: 0.3720 73/2386 [..............................] - ETA: 18:18 - loss: 335.7709 - logits_profile_predictions_loss: 333.3529 - logcount_predictions_loss: 0.3720 74/2386 [..............................] - ETA: 18:17 - loss: 335.7141 - logits_profile_predictions_loss: 333.2962 - logcount_predictions_loss: 0.3720 75/2386 [..............................] - ETA: 18:17 - loss: 335.6578 - logits_profile_predictions_loss: 333.2401 - logcount_predictions_loss: 0.3719 76/2386 [..............................] - ETA: 18:16 - loss: 335.6122 - logits_profile_predictions_loss: 333.1945 - logcount_predictions_loss: 0.3719 77/2386 [..............................] - ETA: 18:16 - loss: 335.5709 - logits_profile_predictions_loss: 333.1533 - logcount_predictions_loss: 0.3719 78/2386 [..............................] - ETA: 18:16 - loss: 335.5280 - logits_profile_predictions_loss: 333.1105 - logcount_predictions_loss: 0.3719 79/2386 [..............................] - ETA: 18:15 - loss: 335.4752 - logits_profile_predictions_loss: 333.0577 - logcount_predictions_loss: 0.3719 80/2386 [>.............................] - ETA: 18:15 - loss: 335.4285 - logits_profile_predictions_loss: 333.0111 - logcount_predictions_loss: 0.3719 81/2386 [>.............................] - ETA: 18:15 - loss: 335.3762 - logits_profile_predictions_loss: 332.9591 - logcount_predictions_loss: 0.3719 82/2386 [>.............................] - ETA: 18:14 - loss: 335.3246 - logits_profile_predictions_loss: 332.9077 - logcount_predictions_loss: 0.3718 83/2386 [>.............................] - ETA: 18:14 - loss: 335.2782 - logits_profile_predictions_loss: 332.8617 - logcount_predictions_loss: 0.3718 84/2386 [>.............................] - ETA: 18:13 - loss: 335.2324 - logits_profile_predictions_loss: 332.8163 - logcount_predictions_loss: 0.3717 85/2386 [>.............................] - ETA: 18:13 - loss: 335.1863 - logits_profile_predictions_loss: 332.7709 - logcount_predictions_loss: 0.3716 86/2386 [>.............................] - ETA: 18:12 - loss: 335.1399 - logits_profile_predictions_loss: 332.7252 - logcount_predictions_loss: 0.3715 87/2386 [>.............................] - ETA: 18:12 - loss: 335.0977 - logits_profile_predictions_loss: 332.6838 - logcount_predictions_loss: 0.3714 88/2386 [>.............................] - ETA: 18:12 - loss: 335.0659 - logits_profile_predictions_loss: 332.6527 - logcount_predictions_loss: 0.3712 89/2386 [>.............................] - ETA: 18:11 - loss: 335.0342 - logits_profile_predictions_loss: 332.6217 - logcount_predictions_loss: 0.3712 90/2386 [>.............................] - ETA: 18:11 - loss: 335.0023 - logits_profile_predictions_loss: 332.5904 - logcount_predictions_loss: 0.3711 91/2386 [>.............................] - ETA: 18:10 - loss: 334.9624 - logits_profile_predictions_loss: 332.5512 - logcount_predictions_loss: 0.3709 92/2386 [>.............................] - ETA: 18:10 - loss: 334.9149 - logits_profile_predictions_loss: 332.5045 - logcount_predictions_loss: 0.3708 93/2386 [>.............................] - ETA: 18:09 - loss: 334.8701 - logits_profile_predictions_loss: 332.4604 - logcount_predictions_loss: 0.3707 94/2386 [>.............................] - ETA: 18:09 - loss: 334.8234 - logits_profile_predictions_loss: 332.4143 - logcount_predictions_loss: 0.3706 95/2386 [>.............................] - ETA: 18:08 - loss: 334.7806 - logits_profile_predictions_loss: 332.3722 - logcount_predictions_loss: 0.3705 96/2386 [>.............................] - ETA: 18:08 - loss: 334.7426 - logits_profile_predictions_loss: 332.3350 - logcount_predictions_loss: 0.3704 97/2386 [>.............................] - ETA: 18:07 - loss: 334.7093 - logits_profile_predictions_loss: 332.3023 - logcount_predictions_loss: 0.3703 98/2386 [>.............................] - ETA: 18:07 - loss: 334.6695 - logits_profile_predictions_loss: 332.2632 - logcount_predictions_loss: 0.3702 99/2386 [>.............................] - ETA: 18:06 - loss: 334.6319 - logits_profile_predictions_loss: 332.2263 - logcount_predictions_loss: 0.3701 100/2386 [>.............................] - ETA: 18:06 - loss: 334.5975 - logits_profile_predictions_loss: 332.1927 - logcount_predictions_loss: 0.3700 101/2386 [>.............................] - ETA: 18:05 - loss: 334.5632 - logits_profile_predictions_loss: 332.1591 - logcount_predictions_loss: 0.3699 102/2386 [>.............................] - ETA: 18:05 - loss: 334.5327 - logits_profile_predictions_loss: 332.1293 - logcount_predictions_loss: 0.3697 103/2386 [>.............................] - ETA: 18:05 - loss: 334.4971 - logits_profile_predictions_loss: 332.0944 - logcount_predictions_loss: 0.3696 104/2386 [>.............................] - ETA: 18:04 - loss: 334.4645 - logits_profile_predictions_loss: 332.0625 - logcount_predictions_loss: 0.3695 105/2386 [>.............................] - ETA: 18:04 - loss: 334.4289 - logits_profile_predictions_loss: 332.0277 - logcount_predictions_loss: 0.3694 106/2386 [>.............................] - ETA: 18:03 - loss: 334.3943 - logits_profile_predictions_loss: 331.9938 - logcount_predictions_loss: 0.3693 107/2386 [>.............................] - ETA: 18:03 - loss: 334.3538 - logits_profile_predictions_loss: 331.9540 - logcount_predictions_loss: 0.3692 108/2386 [>.............................] - ETA: 18:02 - loss: 334.3097 - logits_profile_predictions_loss: 331.9104 - logcount_predictions_loss: 0.3691 109/2386 [>.............................] - ETA: 18:02 - loss: 334.2627 - logits_profile_predictions_loss: 331.8641 - logcount_predictions_loss: 0.3690 110/2386 [>.............................] - ETA: 18:02 - loss: 334.2221 - logits_profile_predictions_loss: 331.8243 - logcount_predictions_loss: 0.3689 111/2386 [>.............................] - ETA: 18:01 - loss: 334.1844 - logits_profile_predictions_loss: 331.7873 - logcount_predictions_loss: 0.3688 112/2386 [>.............................] - ETA: 18:01 - loss: 334.1438 - logits_profile_predictions_loss: 331.7474 - logcount_predictions_loss: 0.3687 113/2386 [>.............................] - ETA: 18:00 - loss: 334.1045 - logits_profile_predictions_loss: 331.7089 - logcount_predictions_loss: 0.3686 114/2386 [>.............................] - ETA: 18:00 - loss: 334.0642 - logits_profile_predictions_loss: 331.6693 - logcount_predictions_loss: 0.3684 115/2386 [>.............................] - ETA: 17:59 - loss: 334.0262 - logits_profile_predictions_loss: 331.6320 - logcount_predictions_loss: 0.3683 116/2386 [>.............................] - ETA: 17:59 - loss: 333.9907 - logits_profile_predictions_loss: 331.5972 - logcount_predictions_loss: 0.3682 117/2386 [>.............................] - ETA: 17:59 - loss: 333.9528 - logits_profile_predictions_loss: 331.5600 - logcount_predictions_loss: 0.3681 118/2386 [>.............................] - ETA: 17:58 - loss: 333.9180 - logits_profile_predictions_loss: 331.5261 - logcount_predictions_loss: 0.3680 119/2386 [>.............................] - ETA: 17:58 - loss: 333.8870 - logits_profile_predictions_loss: 331.4958 - logcount_predictions_loss: 0.3679 120/2386 [>.............................] - ETA: 17:57 - loss: 333.8552 - logits_profile_predictions_loss: 331.4648 - logcount_predictions_loss: 0.3678 121/2386 [>.............................] - ETA: 17:57 - loss: 333.8201 - logits_profile_predictions_loss: 331.4303 - logcount_predictions_loss: 0.3676 122/2386 [>.............................] - ETA: 17:56 - loss: 333.7851 - logits_profile_predictions_loss: 331.3961 - logcount_predictions_loss: 0.3675 123/2386 [>.............................] - ETA: 17:56 - loss: 333.7506 - logits_profile_predictions_loss: 331.3622 - logcount_predictions_loss: 0.3674 124/2386 [>.............................] - ETA: 17:55 - loss: 333.7157 - logits_profile_predictions_loss: 331.3280 - logcount_predictions_loss: 0.3673 125/2386 [>.............................] - ETA: 17:55 - loss: 333.6831 - logits_profile_predictions_loss: 331.2962 - logcount_predictions_loss: 0.3672 126/2386 [>.............................] - ETA: 17:55 - loss: 333.6503 - logits_profile_predictions_loss: 331.2642 - logcount_predictions_loss: 0.3671 127/2386 [>.............................] - ETA: 17:54 - loss: 333.6172 - logits_profile_predictions_loss: 331.2318 - logcount_predictions_loss: 0.3670 128/2386 [>.............................] - ETA: 17:54 - loss: 333.5842 - logits_profile_predictions_loss: 331.1996 - logcount_predictions_loss: 0.3669 129/2386 [>.............................] - ETA: 17:53 - loss: 333.5486 - logits_profile_predictions_loss: 331.1648 - logcount_predictions_loss: 0.3667 130/2386 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[===>..........................] - ETA: 15:59 - loss: 329.9436 - logits_profile_predictions_loss: 327.6484 - logcount_predictions_loss: 0.3531 378/2386 [===>..........................] - ETA: 15:58 - loss: 329.9366 - logits_profile_predictions_loss: 327.6416 - logcount_predictions_loss: 0.3531 379/2386 [===>..........................] - ETA: 15:58 - loss: 329.9294 - logits_profile_predictions_loss: 327.6347 - logcount_predictions_loss: 0.3530 380/2386 [===>..........................] - ETA: 15:57 - loss: 329.9221 - logits_profile_predictions_loss: 327.6276 - logcount_predictions_loss: 0.3530 381/2386 [===>..........................] - ETA: 15:57 - loss: 329.9147 - logits_profile_predictions_loss: 327.6204 - logcount_predictions_loss: 0.3530 382/2386 [===>..........................] - ETA: 15:57 - loss: 329.9072 - logits_profile_predictions_loss: 327.6131 - logcount_predictions_loss: 0.3529 383/2386 [===>..........................] - ETA: 15:56 - loss: 329.8995 - logits_profile_predictions_loss: 327.6056 - logcount_predictions_loss: 0.3529 384/2386 [===>..........................] - ETA: 15:56 - loss: 329.8916 - logits_profile_predictions_loss: 327.5980 - logcount_predictions_loss: 0.3529 385/2386 [===>..........................] - ETA: 15:55 - loss: 329.8839 - logits_profile_predictions_loss: 327.5905 - logcount_predictions_loss: 0.3528 386/2386 [===>..........................] - ETA: 15:55 - loss: 329.8760 - logits_profile_predictions_loss: 327.5828 - logcount_predictions_loss: 0.3528 387/2386 [===>..........................] - ETA: 15:54 - loss: 329.8684 - logits_profile_predictions_loss: 327.5754 - logcount_predictions_loss: 0.3528 388/2386 [===>..........................] - ETA: 15:54 - loss: 329.8605 - logits_profile_predictions_loss: 327.5678 - logcount_predictions_loss: 0.3527 389/2386 [===>..........................] - ETA: 15:53 - loss: 329.8526 - logits_profile_predictions_loss: 327.5601 - logcount_predictions_loss: 0.3527 390/2386 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[====>.........................] - ETA: 15:47 - loss: 329.7569 - logits_profile_predictions_loss: 327.4672 - logcount_predictions_loss: 0.3523 404/2386 [====>.........................] - ETA: 15:46 - loss: 329.7518 - logits_profile_predictions_loss: 327.4622 - logcount_predictions_loss: 0.3522 405/2386 [====>.........................] - ETA: 15:46 - loss: 329.7468 - logits_profile_predictions_loss: 327.4574 - logcount_predictions_loss: 0.3522 406/2386 [====>.........................] - ETA: 15:45 - loss: 329.7417 - logits_profile_predictions_loss: 327.4525 - logcount_predictions_loss: 0.3522 407/2386 [====>.........................] - ETA: 15:45 - loss: 329.7365 - logits_profile_predictions_loss: 327.4475 - logcount_predictions_loss: 0.3522 408/2386 [====>.........................] - ETA: 15:44 - loss: 329.7313 - logits_profile_predictions_loss: 327.4425 - logcount_predictions_loss: 0.3521 409/2386 [====>.........................] - ETA: 15:44 - loss: 329.7261 - 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[============================>.] - ETA: 9s - loss: 328.4223 - logits_profile_predictions_loss: 326.1612 - logcount_predictions_loss: 0.3479  2367/2386 [============================>.] - ETA: 9s - loss: 328.4224 - logits_profile_predictions_loss: 326.1613 - logcount_predictions_loss: 0.3479 2368/2386 [============================>.] - ETA: 8s - loss: 328.4225 - logits_profile_predictions_loss: 326.1614 - logcount_predictions_loss: 0.3479 2369/2386 [============================>.] - ETA: 8s - loss: 328.4226 - logits_profile_predictions_loss: 326.1614 - logcount_predictions_loss: 0.3479 2370/2386 [============================>.] - ETA: 7s - loss: 328.4226 - logits_profile_predictions_loss: 326.1615 - logcount_predictions_loss: 0.3479 2371/2386 [============================>.] - ETA: 7s - loss: 328.4227 - logits_profile_predictions_loss: 326.1616 - logcount_predictions_loss: 0.3479 2372/2386 [============================>.] - ETA: 6s - loss: 328.4228 - logits_profile_predictions_loss: 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2386/2386 [==============================] - ETA: 0s - loss: 328.4234 - logits_profile_predictions_loss: 326.1623 - logcount_predictions_loss: 0.3479 2386/2386 [==============================] - 1197s 502ms/step - loss: 328.4235 - logits_profile_predictions_loss: 326.1623 - logcount_predictions_loss: 0.3479 - val_loss: 399.2188 - val_logits_profile_predictions_loss: 396.8170 - val_logcount_predictions_loss: 0.3695 + +Epoch 00011: val_loss did not improve from 398.13538 +Epoch 12/50 + 1/2386 [..............................] - ETA: 20:31 - loss: 373.9243 - logits_profile_predictions_loss: 370.9721 - logcount_predictions_loss: 0.4542 2/2386 [..............................] - ETA: 18:50 - loss: 363.2365 - logits_profile_predictions_loss: 360.4766 - logcount_predictions_loss: 0.4246 3/2386 [..............................] - ETA: 18:42 - loss: 353.8913 - logits_profile_predictions_loss: 351.3004 - logcount_predictions_loss: 0.3986 4/2386 [..............................] - ETA: 18:43 - loss: 353.4039 - logits_profile_predictions_loss: 350.9448 - logcount_predictions_loss: 0.3783 5/2386 [..............................] - ETA: 18:43 - loss: 353.3385 - logits_profile_predictions_loss: 350.9669 - logcount_predictions_loss: 0.3649 6/2386 [..............................] - ETA: 18:45 - loss: 350.8385 - logits_profile_predictions_loss: 348.5382 - logcount_predictions_loss: 0.3539 7/2386 [..............................] - ETA: 18:48 - loss: 348.9777 - logits_profile_predictions_loss: 346.7201 - logcount_predictions_loss: 0.3473 8/2386 [..............................] - ETA: 18:48 - loss: 347.3473 - logits_profile_predictions_loss: 345.1198 - logcount_predictions_loss: 0.3427 9/2386 [..............................] - ETA: 18:47 - loss: 346.3871 - logits_profile_predictions_loss: 344.1791 - logcount_predictions_loss: 0.3397 10/2386 [..............................] - ETA: 18:46 - loss: 346.1788 - logits_profile_predictions_loss: 343.9786 - logcount_predictions_loss: 0.3385 11/2386 [..............................] - ETA: 18:45 - loss: 346.1417 - logits_profile_predictions_loss: 343.9484 - logcount_predictions_loss: 0.3374 12/2386 [..............................] - ETA: 18:45 - loss: 345.5066 - logits_profile_predictions_loss: 343.3222 - logcount_predictions_loss: 0.3361 13/2386 [..............................] - ETA: 18:45 - loss: 344.8338 - logits_profile_predictions_loss: 342.6551 - logcount_predictions_loss: 0.3352 14/2386 [..............................] - ETA: 18:44 - loss: 344.4688 - logits_profile_predictions_loss: 342.2923 - logcount_predictions_loss: 0.3348 15/2386 [..............................] - ETA: 18:43 - loss: 344.1738 - logits_profile_predictions_loss: 341.9992 - logcount_predictions_loss: 0.3346 16/2386 [..............................] - ETA: 18:43 - loss: 343.9414 - logits_profile_predictions_loss: 341.7710 - logcount_predictions_loss: 0.3339 17/2386 [..............................] - ETA: 18:43 - loss: 343.6661 - logits_profile_predictions_loss: 341.4990 - logcount_predictions_loss: 0.3334 18/2386 [..............................] - ETA: 18:43 - loss: 343.2400 - logits_profile_predictions_loss: 341.0759 - logcount_predictions_loss: 0.3329 19/2386 [..............................] - ETA: 18:41 - loss: 342.9835 - logits_profile_predictions_loss: 340.8230 - logcount_predictions_loss: 0.3324 20/2386 [..............................] - ETA: 18:41 - loss: 342.9000 - logits_profile_predictions_loss: 340.7426 - logcount_predictions_loss: 0.3319 21/2386 [..............................] - ETA: 18:41 - loss: 342.7027 - logits_profile_predictions_loss: 340.5495 - logcount_predictions_loss: 0.3312 22/2386 [..............................] - ETA: 18:41 - loss: 342.6070 - logits_profile_predictions_loss: 340.4569 - logcount_predictions_loss: 0.3308 23/2386 [..............................] - ETA: 18:40 - loss: 342.5846 - logits_profile_predictions_loss: 340.4358 - logcount_predictions_loss: 0.3306 24/2386 [..............................] - ETA: 18:40 - loss: 342.5631 - logits_profile_predictions_loss: 340.4153 - logcount_predictions_loss: 0.3304 25/2386 [..............................] - ETA: 18:39 - loss: 342.5219 - logits_profile_predictions_loss: 340.3756 - logcount_predictions_loss: 0.3302 26/2386 [..............................] - ETA: 18:39 - loss: 342.4137 - logits_profile_predictions_loss: 340.2697 - logcount_predictions_loss: 0.3298 27/2386 [..............................] - ETA: 18:38 - loss: 342.2315 - logits_profile_predictions_loss: 340.0903 - logcount_predictions_loss: 0.3294 28/2386 [..............................] - ETA: 18:38 - loss: 341.9717 - logits_profile_predictions_loss: 339.8333 - logcount_predictions_loss: 0.3290 29/2386 [..............................] - ETA: 18:38 - loss: 341.7453 - logits_profile_predictions_loss: 339.6097 - logcount_predictions_loss: 0.3285 30/2386 [..............................] - ETA: 18:37 - loss: 341.5543 - logits_profile_predictions_loss: 339.4214 - logcount_predictions_loss: 0.3281 31/2386 [..............................] - ETA: 18:37 - loss: 341.3058 - logits_profile_predictions_loss: 339.1757 - logcount_predictions_loss: 0.3277 32/2386 [..............................] - ETA: 18:36 - loss: 341.1098 - logits_profile_predictions_loss: 338.9819 - logcount_predictions_loss: 0.3274 33/2386 [..............................] - ETA: 18:36 - loss: 340.8627 - logits_profile_predictions_loss: 338.7370 - logcount_predictions_loss: 0.3270 34/2386 [..............................] - ETA: 18:36 - loss: 340.6106 - logits_profile_predictions_loss: 338.4874 - logcount_predictions_loss: 0.3266 35/2386 [..............................] - ETA: 18:35 - loss: 340.3767 - logits_profile_predictions_loss: 338.2560 - logcount_predictions_loss: 0.3263 36/2386 [..............................] - ETA: 18:35 - loss: 340.1093 - logits_profile_predictions_loss: 337.9911 - logcount_predictions_loss: 0.3259 37/2386 [..............................] - ETA: 18:34 - loss: 339.8426 - logits_profile_predictions_loss: 337.7265 - logcount_predictions_loss: 0.3256 38/2386 [..............................] - ETA: 18:34 - loss: 339.5616 - logits_profile_predictions_loss: 337.4464 - logcount_predictions_loss: 0.3254 39/2386 [..............................] - ETA: 18:34 - loss: 339.3112 - logits_profile_predictions_loss: 337.1969 - logcount_predictions_loss: 0.3253 40/2386 [..............................] - ETA: 18:34 - loss: 339.1135 - logits_profile_predictions_loss: 336.9987 - logcount_predictions_loss: 0.3253 41/2386 [..............................] - ETA: 18:33 - loss: 338.8870 - logits_profile_predictions_loss: 336.7722 - logcount_predictions_loss: 0.3253 42/2386 [..............................] - ETA: 18:33 - loss: 338.6997 - logits_profile_predictions_loss: 336.5850 - logcount_predictions_loss: 0.3253 43/2386 [..............................] - ETA: 18:32 - loss: 338.5102 - logits_profile_predictions_loss: 336.3958 - logcount_predictions_loss: 0.3253 44/2386 [..............................] - ETA: 18:32 - loss: 338.3164 - logits_profile_predictions_loss: 336.2023 - logcount_predictions_loss: 0.3252 45/2386 [..............................] - ETA: 18:31 - loss: 338.1279 - logits_profile_predictions_loss: 336.0143 - logcount_predictions_loss: 0.3252 46/2386 [..............................] - ETA: 18:31 - loss: 337.9515 - logits_profile_predictions_loss: 335.8387 - logcount_predictions_loss: 0.3250 47/2386 [..............................] - ETA: 18:30 - loss: 337.7930 - logits_profile_predictions_loss: 335.6808 - logcount_predictions_loss: 0.3249 48/2386 [..............................] - ETA: 18:30 - loss: 337.6383 - logits_profile_predictions_loss: 335.5265 - logcount_predictions_loss: 0.3249 49/2386 [..............................] - ETA: 18:30 - loss: 337.4920 - logits_profile_predictions_loss: 335.3805 - logcount_predictions_loss: 0.3248 50/2386 [..............................] - ETA: 18:29 - loss: 337.3354 - logits_profile_predictions_loss: 335.2243 - logcount_predictions_loss: 0.3248 51/2386 [..............................] - ETA: 18:29 - loss: 337.1619 - logits_profile_predictions_loss: 335.0513 - logcount_predictions_loss: 0.3247 52/2386 [..............................] - ETA: 18:28 - loss: 336.9757 - logits_profile_predictions_loss: 334.8658 - logcount_predictions_loss: 0.3246 53/2386 [..............................] - ETA: 18:28 - loss: 336.8017 - logits_profile_predictions_loss: 334.6924 - logcount_predictions_loss: 0.3245 54/2386 [..............................] - ETA: 18:27 - loss: 336.6395 - logits_profile_predictions_loss: 334.5305 - logcount_predictions_loss: 0.3245 55/2386 [..............................] - ETA: 18:27 - loss: 336.4819 - logits_profile_predictions_loss: 334.3728 - logcount_predictions_loss: 0.3245 56/2386 [..............................] - ETA: 18:27 - loss: 336.3297 - logits_profile_predictions_loss: 334.2208 - logcount_predictions_loss: 0.3244 57/2386 [..............................] - ETA: 18:26 - loss: 336.1924 - logits_profile_predictions_loss: 334.0839 - logcount_predictions_loss: 0.3244 58/2386 [..............................] - ETA: 18:26 - loss: 336.0707 - logits_profile_predictions_loss: 333.9628 - logcount_predictions_loss: 0.3243 59/2386 [..............................] - ETA: 18:26 - loss: 335.9620 - logits_profile_predictions_loss: 333.8542 - logcount_predictions_loss: 0.3243 60/2386 [..............................] - ETA: 18:25 - loss: 335.8463 - logits_profile_predictions_loss: 333.7389 - logcount_predictions_loss: 0.3242 61/2386 [..............................] - ETA: 18:25 - loss: 335.7285 - logits_profile_predictions_loss: 333.6212 - logcount_predictions_loss: 0.3242 62/2386 [..............................] - ETA: 18:24 - loss: 335.6155 - logits_profile_predictions_loss: 333.5083 - logcount_predictions_loss: 0.3242 63/2386 [..............................] - ETA: 18:24 - loss: 335.5197 - logits_profile_predictions_loss: 333.4126 - logcount_predictions_loss: 0.3242 64/2386 [..............................] - ETA: 18:23 - loss: 335.4406 - logits_profile_predictions_loss: 333.3334 - logcount_predictions_loss: 0.3242 65/2386 [..............................] - ETA: 18:23 - loss: 335.3838 - logits_profile_predictions_loss: 333.2763 - logcount_predictions_loss: 0.3242 66/2386 [..............................] - ETA: 18:22 - loss: 335.3417 - logits_profile_predictions_loss: 333.2338 - logcount_predictions_loss: 0.3243 67/2386 [..............................] - ETA: 18:22 - loss: 335.3065 - logits_profile_predictions_loss: 333.1980 - logcount_predictions_loss: 0.3244 68/2386 [..............................] - ETA: 18:22 - loss: 335.2676 - logits_profile_predictions_loss: 333.1585 - logcount_predictions_loss: 0.3245 69/2386 [..............................] - ETA: 18:21 - loss: 335.2295 - logits_profile_predictions_loss: 333.1197 - logcount_predictions_loss: 0.3246 70/2386 [..............................] - ETA: 18:21 - loss: 335.1846 - logits_profile_predictions_loss: 333.0738 - logcount_predictions_loss: 0.3247 71/2386 [..............................] - ETA: 18:20 - loss: 335.1335 - logits_profile_predictions_loss: 333.0219 - logcount_predictions_loss: 0.3248 72/2386 [..............................] - ETA: 18:20 - loss: 335.0860 - logits_profile_predictions_loss: 332.9738 - logcount_predictions_loss: 0.3249 73/2386 [..............................] - ETA: 18:19 - loss: 335.0512 - logits_profile_predictions_loss: 332.9383 - logcount_predictions_loss: 0.3250 74/2386 [..............................] - ETA: 18:19 - loss: 335.0152 - logits_profile_predictions_loss: 332.9017 - logcount_predictions_loss: 0.3251 75/2386 [..............................] - ETA: 18:19 - loss: 334.9749 - logits_profile_predictions_loss: 332.8609 - logcount_predictions_loss: 0.3252 76/2386 [..............................] - ETA: 18:18 - loss: 334.9310 - logits_profile_predictions_loss: 332.8165 - logcount_predictions_loss: 0.3253 77/2386 [..............................] - ETA: 18:17 - loss: 334.8787 - logits_profile_predictions_loss: 332.7637 - logcount_predictions_loss: 0.3254 78/2386 [..............................] - ETA: 18:17 - loss: 334.8253 - logits_profile_predictions_loss: 332.7096 - logcount_predictions_loss: 0.3255 79/2386 [..............................] - ETA: 18:17 - loss: 334.7672 - logits_profile_predictions_loss: 332.6508 - logcount_predictions_loss: 0.3256 80/2386 [>.............................] - ETA: 18:16 - loss: 334.7141 - logits_profile_predictions_loss: 332.5971 - logcount_predictions_loss: 0.3257 81/2386 [>.............................] - ETA: 18:16 - loss: 334.6699 - logits_profile_predictions_loss: 332.5521 - logcount_predictions_loss: 0.3258 82/2386 [>.............................] - ETA: 18:16 - loss: 334.6220 - logits_profile_predictions_loss: 332.5033 - logcount_predictions_loss: 0.3259 83/2386 [>.............................] - ETA: 18:15 - loss: 334.5780 - logits_profile_predictions_loss: 332.4586 - logcount_predictions_loss: 0.3261 84/2386 [>.............................] - ETA: 18:15 - loss: 334.5318 - logits_profile_predictions_loss: 332.4117 - logcount_predictions_loss: 0.3262 85/2386 [>.............................] - ETA: 18:14 - loss: 334.4902 - logits_profile_predictions_loss: 332.3695 - logcount_predictions_loss: 0.3263 86/2386 [>.............................] - ETA: 18:14 - loss: 334.4418 - logits_profile_predictions_loss: 332.3205 - logcount_predictions_loss: 0.3263 87/2386 [>.............................] - ETA: 18:13 - loss: 334.3912 - logits_profile_predictions_loss: 332.2695 - logcount_predictions_loss: 0.3264 88/2386 [>.............................] - ETA: 18:13 - loss: 334.3396 - logits_profile_predictions_loss: 332.2175 - logcount_predictions_loss: 0.3265 89/2386 [>.............................] - ETA: 18:12 - loss: 334.2968 - logits_profile_predictions_loss: 332.1743 - logcount_predictions_loss: 0.3265 90/2386 [>.............................] - ETA: 18:12 - loss: 334.2482 - logits_profile_predictions_loss: 332.1254 - logcount_predictions_loss: 0.3266 91/2386 [>.............................] - ETA: 18:12 - loss: 334.1951 - logits_profile_predictions_loss: 332.0720 - logcount_predictions_loss: 0.3266 92/2386 [>.............................] - ETA: 18:11 - loss: 334.1433 - logits_profile_predictions_loss: 332.0200 - logcount_predictions_loss: 0.3267 93/2386 [>.............................] - ETA: 18:11 - loss: 334.0959 - logits_profile_predictions_loss: 331.9724 - logcount_predictions_loss: 0.3267 94/2386 [>.............................] - ETA: 18:10 - loss: 334.0452 - logits_profile_predictions_loss: 331.9216 - logcount_predictions_loss: 0.3267 95/2386 [>.............................] - ETA: 18:10 - loss: 333.9891 - logits_profile_predictions_loss: 331.8652 - logcount_predictions_loss: 0.3267 96/2386 [>.............................] - ETA: 18:09 - loss: 333.9341 - logits_profile_predictions_loss: 331.8100 - logcount_predictions_loss: 0.3268 97/2386 [>.............................] - ETA: 18:09 - loss: 333.8825 - logits_profile_predictions_loss: 331.7581 - logcount_predictions_loss: 0.3268 98/2386 [>.............................] - ETA: 18:08 - loss: 333.8299 - logits_profile_predictions_loss: 331.7052 - logcount_predictions_loss: 0.3269 99/2386 [>.............................] - ETA: 18:08 - loss: 333.7735 - logits_profile_predictions_loss: 331.6486 - logcount_predictions_loss: 0.3269 100/2386 [>.............................] - ETA: 18:07 - loss: 333.7133 - logits_profile_predictions_loss: 331.5882 - logcount_predictions_loss: 0.3269 101/2386 [>.............................] - ETA: 18:07 - loss: 333.6587 - logits_profile_predictions_loss: 331.5335 - logcount_predictions_loss: 0.3269 102/2386 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[===>..........................] - ETA: 16:25 - loss: 330.2618 - logits_profile_predictions_loss: 328.0972 - logcount_predictions_loss: 0.3330 324/2386 [===>..........................] - ETA: 16:24 - loss: 330.2543 - logits_profile_predictions_loss: 328.0896 - logcount_predictions_loss: 0.3331 325/2386 [===>..........................] - ETA: 16:24 - loss: 330.2468 - logits_profile_predictions_loss: 328.0819 - logcount_predictions_loss: 0.3331 326/2386 [===>..........................] - ETA: 16:23 - loss: 330.2391 - logits_profile_predictions_loss: 328.0741 - logcount_predictions_loss: 0.3331 327/2386 [===>..........................] - ETA: 16:23 - loss: 330.2317 - logits_profile_predictions_loss: 328.0666 - logcount_predictions_loss: 0.3331 328/2386 [===>..........................] - ETA: 16:22 - loss: 330.2242 - logits_profile_predictions_loss: 328.0589 - logcount_predictions_loss: 0.3331 329/2386 [===>..........................] - ETA: 16:22 - loss: 330.2163 - 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[===>..........................] - ETA: 16:19 - loss: 330.1730 - logits_profile_predictions_loss: 328.0067 - logcount_predictions_loss: 0.3333 337/2386 [===>..........................] - ETA: 16:18 - loss: 330.1673 - logits_profile_predictions_loss: 328.0008 - logcount_predictions_loss: 0.3333 338/2386 [===>..........................] - ETA: 16:18 - loss: 330.1619 - logits_profile_predictions_loss: 327.9953 - logcount_predictions_loss: 0.3333 339/2386 [===>..........................] - ETA: 16:17 - loss: 330.1566 - logits_profile_predictions_loss: 327.9899 - logcount_predictions_loss: 0.3334 340/2386 [===>..........................] - ETA: 16:17 - loss: 330.1519 - logits_profile_predictions_loss: 327.9849 - logcount_predictions_loss: 0.3334 341/2386 [===>..........................] - ETA: 16:16 - loss: 330.1471 - logits_profile_predictions_loss: 327.9800 - logcount_predictions_loss: 0.3334 342/2386 [===>..........................] - ETA: 16:16 - loss: 330.1419 - 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[===>..........................] - ETA: 16:13 - loss: 330.1126 - logits_profile_predictions_loss: 327.9443 - logcount_predictions_loss: 0.3336 350/2386 [===>..........................] - ETA: 16:12 - loss: 330.1095 - logits_profile_predictions_loss: 327.9411 - logcount_predictions_loss: 0.3336 351/2386 [===>..........................] - ETA: 16:12 - loss: 330.1060 - logits_profile_predictions_loss: 327.9375 - logcount_predictions_loss: 0.3336 352/2386 [===>..........................] - ETA: 16:11 - loss: 330.1029 - logits_profile_predictions_loss: 327.9342 - logcount_predictions_loss: 0.3337 353/2386 [===>..........................] - ETA: 16:11 - loss: 330.0998 - logits_profile_predictions_loss: 327.9310 - logcount_predictions_loss: 0.3337 354/2386 [===>..........................] - ETA: 16:10 - loss: 330.0970 - logits_profile_predictions_loss: 327.9281 - logcount_predictions_loss: 0.3337 355/2386 [===>..........................] - ETA: 16:10 - loss: 330.0945 - logits_profile_predictions_loss: 327.9254 - logcount_predictions_loss: 0.3337 356/2386 [===>..........................] - ETA: 16:09 - loss: 330.0916 - logits_profile_predictions_loss: 327.9224 - logcount_predictions_loss: 0.3337 357/2386 [===>..........................] - ETA: 16:09 - loss: 330.0888 - logits_profile_predictions_loss: 327.9194 - logcount_predictions_loss: 0.3338 358/2386 [===>..........................] - ETA: 16:08 - loss: 330.0859 - logits_profile_predictions_loss: 327.9164 - logcount_predictions_loss: 0.3338 359/2386 [===>..........................] - ETA: 16:08 - loss: 330.0831 - logits_profile_predictions_loss: 327.9135 - logcount_predictions_loss: 0.3338 360/2386 [===>..........................] - ETA: 16:07 - loss: 330.0804 - logits_profile_predictions_loss: 327.9107 - logcount_predictions_loss: 0.3338 361/2386 [===>..........................] - ETA: 16:07 - loss: 330.0777 - logits_profile_predictions_loss: 327.9078 - logcount_predictions_loss: 0.3338 362/2386 [===>..........................] - ETA: 16:06 - loss: 330.0751 - logits_profile_predictions_loss: 327.9051 - logcount_predictions_loss: 0.3339 363/2386 [===>..........................] - ETA: 16:06 - loss: 330.0720 - logits_profile_predictions_loss: 327.9019 - logcount_predictions_loss: 0.3339 364/2386 [===>..........................] - ETA: 16:06 - loss: 330.0694 - logits_profile_predictions_loss: 327.8991 - logcount_predictions_loss: 0.3339 365/2386 [===>..........................] - ETA: 16:05 - loss: 330.0672 - logits_profile_predictions_loss: 327.8968 - logcount_predictions_loss: 0.3339 366/2386 [===>..........................] - ETA: 16:05 - loss: 330.0646 - logits_profile_predictions_loss: 327.8942 - logcount_predictions_loss: 0.3339 367/2386 [===>..........................] - ETA: 16:04 - loss: 330.0626 - logits_profile_predictions_loss: 327.8920 - logcount_predictions_loss: 0.3340 368/2386 [===>..........................] - ETA: 16:04 - loss: 330.0604 - logits_profile_predictions_loss: 327.8897 - logcount_predictions_loss: 0.3340 369/2386 [===>..........................] - ETA: 16:03 - loss: 330.0586 - logits_profile_predictions_loss: 327.8878 - logcount_predictions_loss: 0.3340 370/2386 [===>..........................] - ETA: 16:03 - loss: 330.0566 - logits_profile_predictions_loss: 327.8857 - logcount_predictions_loss: 0.3340 371/2386 [===>..........................] - ETA: 16:02 - loss: 330.0547 - logits_profile_predictions_loss: 327.8837 - logcount_predictions_loss: 0.3340 372/2386 [===>..........................] - ETA: 16:02 - loss: 330.0533 - logits_profile_predictions_loss: 327.8821 - logcount_predictions_loss: 0.3340 373/2386 [===>..........................] - ETA: 16:01 - loss: 330.0521 - logits_profile_predictions_loss: 327.8809 - logcount_predictions_loss: 0.3341 374/2386 [===>..........................] - ETA: 16:01 - loss: 330.0508 - logits_profile_predictions_loss: 327.8794 - logcount_predictions_loss: 0.3341 375/2386 [===>..........................] - ETA: 16:00 - loss: 330.0499 - logits_profile_predictions_loss: 327.8784 - logcount_predictions_loss: 0.3341 376/2386 [===>..........................] - ETA: 16:00 - loss: 330.0493 - logits_profile_predictions_loss: 327.8777 - logcount_predictions_loss: 0.3341 377/2386 [===>..........................] - ETA: 15:59 - loss: 330.0494 - logits_profile_predictions_loss: 327.8777 - logcount_predictions_loss: 0.3341 378/2386 [===>..........................] - ETA: 15:59 - loss: 330.0492 - logits_profile_predictions_loss: 327.8774 - logcount_predictions_loss: 0.3341 379/2386 [===>..........................] - ETA: 15:58 - loss: 330.0489 - logits_profile_predictions_loss: 327.8769 - logcount_predictions_loss: 0.3342 380/2386 [===>..........................] - ETA: 15:58 - loss: 330.0487 - logits_profile_predictions_loss: 327.8767 - logcount_predictions_loss: 0.3342 381/2386 [===>..........................] - ETA: 15:57 - loss: 330.0482 - 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[====>.........................] - ETA: 15:30 - loss: 329.8636 - logits_profile_predictions_loss: 327.6870 - logcount_predictions_loss: 0.3349 441/2386 [====>.........................] - ETA: 15:29 - loss: 329.8600 - logits_profile_predictions_loss: 327.6833 - logcount_predictions_loss: 0.3349 442/2386 [====>.........................] - ETA: 15:29 - loss: 329.8563 - logits_profile_predictions_loss: 327.6796 - logcount_predictions_loss: 0.3349 443/2386 [====>.........................] - ETA: 15:28 - loss: 329.8524 - logits_profile_predictions_loss: 327.6756 - logcount_predictions_loss: 0.3349 444/2386 [====>.........................] - ETA: 15:28 - loss: 329.8485 - logits_profile_predictions_loss: 327.6716 - logcount_predictions_loss: 0.3349 445/2386 [====>.........................] - ETA: 15:27 - loss: 329.8450 - logits_profile_predictions_loss: 327.6680 - logcount_predictions_loss: 0.3349 446/2386 [====>.........................] - ETA: 15:27 - loss: 329.8418 - 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[=====>........................] - ETA: 15:11 - loss: 329.7124 - logits_profile_predictions_loss: 327.5324 - logcount_predictions_loss: 0.3354 480/2386 [=====>........................] - ETA: 15:11 - loss: 329.7084 - logits_profile_predictions_loss: 327.5284 - logcount_predictions_loss: 0.3354 481/2386 [=====>........................] - ETA: 15:10 - loss: 329.7045 - logits_profile_predictions_loss: 327.5244 - logcount_predictions_loss: 0.3354 482/2386 [=====>........................] - ETA: 15:10 - loss: 329.7005 - logits_profile_predictions_loss: 327.5204 - logcount_predictions_loss: 0.3354 483/2386 [=====>........................] - ETA: 15:09 - loss: 329.6967 - logits_profile_predictions_loss: 327.5165 - logcount_predictions_loss: 0.3354 484/2386 [=====>........................] - ETA: 15:09 - loss: 329.6928 - logits_profile_predictions_loss: 327.5125 - logcount_predictions_loss: 0.3354 485/2386 [=====>........................] - ETA: 15:08 - loss: 329.6888 - 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[=====>........................] - ETA: 15:05 - loss: 329.6581 - logits_profile_predictions_loss: 327.4773 - logcount_predictions_loss: 0.3355 493/2386 [=====>........................] - ETA: 15:04 - loss: 329.6533 - logits_profile_predictions_loss: 327.4725 - logcount_predictions_loss: 0.3355 494/2386 [=====>........................] - ETA: 15:04 - loss: 329.6485 - logits_profile_predictions_loss: 327.4676 - logcount_predictions_loss: 0.3355 495/2386 [=====>........................] - ETA: 15:03 - loss: 329.6435 - logits_profile_predictions_loss: 327.4626 - logcount_predictions_loss: 0.3355 496/2386 [=====>........................] - ETA: 15:03 - loss: 329.6385 - logits_profile_predictions_loss: 327.4575 - logcount_predictions_loss: 0.3356 497/2386 [=====>........................] - ETA: 15:03 - loss: 329.6338 - logits_profile_predictions_loss: 327.4528 - logcount_predictions_loss: 0.3356 498/2386 [=====>........................] - ETA: 15:02 - loss: 329.6290 - 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[=====>........................] - ETA: 14:59 - loss: 329.5971 - logits_profile_predictions_loss: 327.4157 - logcount_predictions_loss: 0.3356 506/2386 [=====>........................] - ETA: 14:58 - loss: 329.5925 - logits_profile_predictions_loss: 327.4111 - logcount_predictions_loss: 0.3356 507/2386 [=====>........................] - ETA: 14:58 - loss: 329.5879 - logits_profile_predictions_loss: 327.4064 - logcount_predictions_loss: 0.3356 508/2386 [=====>........................] - ETA: 14:57 - loss: 329.5832 - logits_profile_predictions_loss: 327.4017 - logcount_predictions_loss: 0.3356 509/2386 [=====>........................] - ETA: 14:57 - loss: 329.5788 - logits_profile_predictions_loss: 327.3972 - logcount_predictions_loss: 0.3356 510/2386 [=====>........................] - ETA: 14:56 - loss: 329.5742 - logits_profile_predictions_loss: 327.3926 - logcount_predictions_loss: 0.3357 511/2386 [=====>........................] - ETA: 14:56 - loss: 329.5698 - 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[============================>.] - ETA: 16s - loss: 328.5692 - logits_profile_predictions_loss: 326.3584 - logcount_predictions_loss: 0.3401 2352/2386 [============================>.] - ETA: 16s - loss: 328.5693 - logits_profile_predictions_loss: 326.3585 - logcount_predictions_loss: 0.3401 2353/2386 [============================>.] - ETA: 15s - loss: 328.5694 - logits_profile_predictions_loss: 326.3585 - logcount_predictions_loss: 0.3401 2354/2386 [============================>.] - ETA: 15s - loss: 328.5694 - logits_profile_predictions_loss: 326.3586 - logcount_predictions_loss: 0.3401 2355/2386 [============================>.] - ETA: 14s - loss: 328.5695 - logits_profile_predictions_loss: 326.3587 - logcount_predictions_loss: 0.3402 2356/2386 [============================>.] - ETA: 14s - loss: 328.5695 - logits_profile_predictions_loss: 326.3587 - logcount_predictions_loss: 0.3402 2357/2386 [============================>.] - ETA: 13s - loss: 328.5696 - 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[============================>.] - ETA: 10s - loss: 328.5699 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2365/2386 [============================>.] - ETA: 10s - loss: 328.5699 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2366/2386 [============================>.] - ETA: 9s - loss: 328.5699 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402  2367/2386 [============================>.] - ETA: 9s - loss: 328.5699 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2368/2386 [============================>.] - ETA: 8s - loss: 328.5699 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2369/2386 [============================>.] - ETA: 8s - loss: 328.5699 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2370/2386 [============================>.] - ETA: 7s - loss: 328.5700 - logits_profile_predictions_loss: 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2384/2386 [============================>.] - ETA: 0s - loss: 328.5701 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2385/2386 [============================>.] - ETA: 0s - loss: 328.5701 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2386/2386 [==============================] - ETA: 0s - loss: 328.5701 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 2386/2386 [==============================] - 1197s 502ms/step - loss: 328.5701 - logits_profile_predictions_loss: 326.3590 - logcount_predictions_loss: 0.3402 - val_loss: 401.4330 - val_logits_profile_predictions_loss: 399.0517 - val_logcount_predictions_loss: 0.3664 + +Epoch 00012: val_loss did not improve from 398.13538 +Epoch 13/50 + 1/2386 [..............................] - ETA: 20:45 - loss: 340.4478 - logits_profile_predictions_loss: 337.2421 - logcount_predictions_loss: 0.4932 2/2386 [..............................] - ETA: 18:36 - loss: 337.8472 - logits_profile_predictions_loss: 334.9713 - logcount_predictions_loss: 0.4424 3/2386 [..............................] - ETA: 18:37 - loss: 329.4178 - logits_profile_predictions_loss: 326.7301 - logcount_predictions_loss: 0.4135 4/2386 [..............................] - ETA: 18:42 - loss: 322.0746 - logits_profile_predictions_loss: 319.5251 - logcount_predictions_loss: 0.3922 5/2386 [..............................] - ETA: 18:42 - loss: 319.5788 - logits_profile_predictions_loss: 317.0467 - logcount_predictions_loss: 0.3896 6/2386 [..............................] - ETA: 18:42 - loss: 318.0652 - logits_profile_predictions_loss: 315.5566 - logcount_predictions_loss: 0.3859 7/2386 [..............................] - ETA: 18:42 - loss: 318.1218 - logits_profile_predictions_loss: 315.6403 - logcount_predictions_loss: 0.3818 8/2386 [..............................] - ETA: 18:41 - loss: 317.5654 - logits_profile_predictions_loss: 315.1098 - logcount_predictions_loss: 0.3778 9/2386 [..............................] - ETA: 18:41 - loss: 316.7144 - logits_profile_predictions_loss: 314.2858 - logcount_predictions_loss: 0.3736 10/2386 [..............................] - ETA: 18:41 - loss: 316.3724 - logits_profile_predictions_loss: 313.9656 - logcount_predictions_loss: 0.3703 11/2386 [..............................] - ETA: 18:41 - loss: 315.8329 - logits_profile_predictions_loss: 313.4432 - logcount_predictions_loss: 0.3677 12/2386 [..............................] - ETA: 18:41 - loss: 315.2809 - logits_profile_predictions_loss: 312.9082 - logcount_predictions_loss: 0.3650 13/2386 [..............................] - ETA: 18:40 - loss: 315.1393 - logits_profile_predictions_loss: 312.7800 - logcount_predictions_loss: 0.3630 14/2386 [..............................] - ETA: 18:40 - loss: 314.9933 - logits_profile_predictions_loss: 312.6490 - logcount_predictions_loss: 0.3607 15/2386 [..............................] - ETA: 18:40 - loss: 315.0809 - logits_profile_predictions_loss: 312.7492 - logcount_predictions_loss: 0.3587 16/2386 [..............................] - ETA: 18:40 - loss: 314.8232 - logits_profile_predictions_loss: 312.5027 - logcount_predictions_loss: 0.3570 17/2386 [..............................] - ETA: 18:40 - loss: 314.6828 - logits_profile_predictions_loss: 312.3664 - logcount_predictions_loss: 0.3564 18/2386 [..............................] - ETA: 18:39 - loss: 314.4605 - logits_profile_predictions_loss: 312.1471 - logcount_predictions_loss: 0.3559 19/2386 [..............................] - ETA: 18:39 - loss: 314.2762 - logits_profile_predictions_loss: 311.9654 - logcount_predictions_loss: 0.3555 20/2386 [..............................] - ETA: 18:39 - loss: 314.2358 - logits_profile_predictions_loss: 311.9286 - logcount_predictions_loss: 0.3550 21/2386 [..............................] - ETA: 18:39 - loss: 314.3154 - logits_profile_predictions_loss: 312.0104 - logcount_predictions_loss: 0.3546 22/2386 [..............................] - ETA: 18:38 - loss: 314.3588 - logits_profile_predictions_loss: 312.0562 - logcount_predictions_loss: 0.3542 23/2386 [..............................] - ETA: 18:38 - loss: 314.3474 - logits_profile_predictions_loss: 312.0480 - logcount_predictions_loss: 0.3538 24/2386 [..............................] - ETA: 18:37 - loss: 314.3951 - logits_profile_predictions_loss: 312.0978 - logcount_predictions_loss: 0.3534 25/2386 [..............................] - ETA: 18:37 - loss: 314.4220 - logits_profile_predictions_loss: 312.1277 - logcount_predictions_loss: 0.3530 26/2386 [..............................] - ETA: 18:37 - loss: 314.4761 - logits_profile_predictions_loss: 312.1847 - logcount_predictions_loss: 0.3525 27/2386 [..............................] - ETA: 18:36 - loss: 314.6374 - logits_profile_predictions_loss: 312.3485 - logcount_predictions_loss: 0.3521 28/2386 [..............................] - ETA: 18:36 - loss: 314.7420 - logits_profile_predictions_loss: 312.4559 - logcount_predictions_loss: 0.3517 29/2386 [..............................] - ETA: 18:35 - loss: 314.8620 - logits_profile_predictions_loss: 312.5780 - logcount_predictions_loss: 0.3514 30/2386 [..............................] - ETA: 18:35 - loss: 315.0613 - logits_profile_predictions_loss: 312.7775 - logcount_predictions_loss: 0.3513 31/2386 [..............................] - ETA: 18:35 - loss: 315.2687 - logits_profile_predictions_loss: 312.9837 - logcount_predictions_loss: 0.3515 32/2386 [..............................] - ETA: 18:35 - loss: 315.4033 - logits_profile_predictions_loss: 313.1173 - logcount_predictions_loss: 0.3517 33/2386 [..............................] - ETA: 18:34 - loss: 315.5952 - logits_profile_predictions_loss: 313.3083 - logcount_predictions_loss: 0.3518 34/2386 [..............................] - ETA: 18:34 - loss: 315.7869 - logits_profile_predictions_loss: 313.4998 - logcount_predictions_loss: 0.3519 35/2386 [..............................] - ETA: 18:33 - loss: 315.9801 - logits_profile_predictions_loss: 313.6930 - logcount_predictions_loss: 0.3519 36/2386 [..............................] - ETA: 18:33 - loss: 316.2048 - logits_profile_predictions_loss: 313.9178 - logcount_predictions_loss: 0.3518 37/2386 [..............................] - ETA: 18:33 - loss: 316.3972 - logits_profile_predictions_loss: 314.1100 - logcount_predictions_loss: 0.3519 38/2386 [..............................] - ETA: 18:32 - loss: 316.6275 - logits_profile_predictions_loss: 314.3403 - logcount_predictions_loss: 0.3519 39/2386 [..............................] - ETA: 18:32 - loss: 316.8622 - logits_profile_predictions_loss: 314.5753 - logcount_predictions_loss: 0.3518 40/2386 [..............................] - ETA: 18:32 - loss: 317.1128 - logits_profile_predictions_loss: 314.8260 - logcount_predictions_loss: 0.3518 41/2386 [..............................] - ETA: 18:31 - loss: 317.3478 - logits_profile_predictions_loss: 315.0612 - logcount_predictions_loss: 0.3518 42/2386 [..............................] - ETA: 18:31 - loss: 317.6117 - logits_profile_predictions_loss: 315.3252 - logcount_predictions_loss: 0.3518 43/2386 [..............................] - ETA: 18:31 - loss: 317.8523 - logits_profile_predictions_loss: 315.5662 - logcount_predictions_loss: 0.3517 44/2386 [..............................] - ETA: 18:30 - loss: 318.0470 - logits_profile_predictions_loss: 315.7619 - logcount_predictions_loss: 0.3516 45/2386 [..............................] - ETA: 18:30 - loss: 318.2370 - logits_profile_predictions_loss: 315.9528 - logcount_predictions_loss: 0.3514 46/2386 [..............................] - ETA: 18:29 - loss: 318.4227 - logits_profile_predictions_loss: 316.1396 - logcount_predictions_loss: 0.3512 47/2386 [..............................] - ETA: 18:29 - loss: 318.5792 - logits_profile_predictions_loss: 316.2973 - logcount_predictions_loss: 0.3511 48/2386 [..............................] - ETA: 18:28 - loss: 318.7583 - logits_profile_predictions_loss: 316.4773 - logcount_predictions_loss: 0.3509 49/2386 [..............................] - ETA: 18:28 - loss: 318.9226 - logits_profile_predictions_loss: 316.6426 - logcount_predictions_loss: 0.3508 50/2386 [..............................] - ETA: 18:28 - loss: 319.0809 - logits_profile_predictions_loss: 316.8022 - logcount_predictions_loss: 0.3506 51/2386 [..............................] - ETA: 18:27 - loss: 319.2253 - logits_profile_predictions_loss: 316.9477 - logcount_predictions_loss: 0.3504 52/2386 [..............................] - ETA: 18:27 - loss: 319.3472 - logits_profile_predictions_loss: 317.0710 - logcount_predictions_loss: 0.3502 53/2386 [..............................] - ETA: 18:26 - loss: 319.4687 - logits_profile_predictions_loss: 317.1941 - logcount_predictions_loss: 0.3499 54/2386 [..............................] - ETA: 18:26 - loss: 319.5829 - logits_profile_predictions_loss: 317.3099 - logcount_predictions_loss: 0.3497 55/2386 [..............................] - ETA: 18:26 - loss: 319.7033 - logits_profile_predictions_loss: 317.4316 - logcount_predictions_loss: 0.3495 56/2386 [..............................] - ETA: 18:26 - loss: 319.8060 - logits_profile_predictions_loss: 317.5352 - logcount_predictions_loss: 0.3494 57/2386 [..............................] - ETA: 18:25 - loss: 319.8941 - logits_profile_predictions_loss: 317.6243 - logcount_predictions_loss: 0.3492 58/2386 [..............................] - ETA: 18:25 - loss: 319.9665 - logits_profile_predictions_loss: 317.6981 - logcount_predictions_loss: 0.3490 59/2386 [..............................] - ETA: 18:24 - loss: 320.0652 - logits_profile_predictions_loss: 317.7975 - logcount_predictions_loss: 0.3489 60/2386 [..............................] - ETA: 18:24 - loss: 320.1506 - logits_profile_predictions_loss: 317.8835 - logcount_predictions_loss: 0.3488 61/2386 [..............................] - ETA: 18:24 - loss: 320.2334 - logits_profile_predictions_loss: 317.9672 - logcount_predictions_loss: 0.3486 62/2386 [..............................] - ETA: 18:23 - loss: 320.3121 - logits_profile_predictions_loss: 318.0467 - logcount_predictions_loss: 0.3485 63/2386 [..............................] - ETA: 18:23 - loss: 320.4072 - logits_profile_predictions_loss: 318.1424 - logcount_predictions_loss: 0.3484 64/2386 [..............................] - ETA: 18:22 - loss: 320.5171 - logits_profile_predictions_loss: 318.2530 - logcount_predictions_loss: 0.3483 65/2386 [..............................] - ETA: 18:22 - loss: 320.6233 - logits_profile_predictions_loss: 318.3596 - logcount_predictions_loss: 0.3482 66/2386 [..............................] - ETA: 18:22 - loss: 320.7154 - logits_profile_predictions_loss: 318.4521 - logcount_predictions_loss: 0.3482 67/2386 [..............................] - ETA: 18:21 - loss: 320.8088 - logits_profile_predictions_loss: 318.5456 - logcount_predictions_loss: 0.3482 68/2386 [..............................] - ETA: 18:21 - loss: 320.8987 - logits_profile_predictions_loss: 318.6355 - logcount_predictions_loss: 0.3482 69/2386 [..............................] - ETA: 18:20 - loss: 320.9813 - logits_profile_predictions_loss: 318.7183 - logcount_predictions_loss: 0.3482 70/2386 [..............................] - ETA: 18:20 - loss: 321.0644 - logits_profile_predictions_loss: 318.8017 - logcount_predictions_loss: 0.3481 71/2386 [..............................] - ETA: 18:19 - loss: 321.1449 - logits_profile_predictions_loss: 318.8823 - logcount_predictions_loss: 0.3481 72/2386 [..............................] - ETA: 18:19 - loss: 321.2183 - logits_profile_predictions_loss: 318.9559 - logcount_predictions_loss: 0.3481 73/2386 [..............................] - ETA: 18:19 - loss: 321.3018 - logits_profile_predictions_loss: 319.0396 - logcount_predictions_loss: 0.3480 74/2386 [..............................] - ETA: 18:18 - loss: 321.3858 - logits_profile_predictions_loss: 319.1235 - logcount_predictions_loss: 0.3480 75/2386 [..............................] - ETA: 18:18 - loss: 321.4689 - logits_profile_predictions_loss: 319.2065 - logcount_predictions_loss: 0.3481 76/2386 [..............................] - ETA: 18:17 - loss: 321.5398 - logits_profile_predictions_loss: 319.2773 - logcount_predictions_loss: 0.3481 77/2386 [..............................] - ETA: 18:17 - loss: 321.6107 - logits_profile_predictions_loss: 319.3483 - logcount_predictions_loss: 0.3481 78/2386 [..............................] - ETA: 18:16 - loss: 321.6739 - logits_profile_predictions_loss: 319.4116 - logcount_predictions_loss: 0.3480 79/2386 [..............................] - ETA: 18:16 - loss: 321.7334 - logits_profile_predictions_loss: 319.4715 - logcount_predictions_loss: 0.3480 80/2386 [>.............................] - ETA: 18:16 - loss: 321.7928 - 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logits_profile_predictions_loss: 326.1095 - logcount_predictions_loss: 0.3334 354/2386 [===>..........................] - ETA: 16:09 - loss: 328.2760 - logits_profile_predictions_loss: 326.1092 - logcount_predictions_loss: 0.3333 355/2386 [===>..........................] - ETA: 16:09 - loss: 328.2762 - logits_profile_predictions_loss: 326.1096 - logcount_predictions_loss: 0.3333 356/2386 [===>..........................] - ETA: 16:08 - loss: 328.2762 - logits_profile_predictions_loss: 326.1098 - logcount_predictions_loss: 0.3333 357/2386 [===>..........................] - ETA: 16:08 - loss: 328.2761 - logits_profile_predictions_loss: 326.1099 - logcount_predictions_loss: 0.3332 358/2386 [===>..........................] - ETA: 16:07 - loss: 328.2760 - logits_profile_predictions_loss: 326.1101 - logcount_predictions_loss: 0.3332 359/2386 [===>..........................] - ETA: 16:07 - loss: 328.2759 - logits_profile_predictions_loss: 326.1102 - logcount_predictions_loss: 0.3332 360/2386 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[===>..........................] - ETA: 15:54 - loss: 328.2271 - logits_profile_predictions_loss: 326.0668 - logcount_predictions_loss: 0.3323 387/2386 [===>..........................] - ETA: 15:54 - loss: 328.2235 - logits_profile_predictions_loss: 326.0633 - logcount_predictions_loss: 0.3323 388/2386 [===>..........................] - ETA: 15:53 - loss: 328.2203 - logits_profile_predictions_loss: 326.0603 - logcount_predictions_loss: 0.3323 389/2386 [===>..........................] - ETA: 15:53 - loss: 328.2170 - logits_profile_predictions_loss: 326.0573 - logcount_predictions_loss: 0.3323 390/2386 [===>..........................] - ETA: 15:52 - loss: 328.2139 - logits_profile_predictions_loss: 326.0543 - logcount_predictions_loss: 0.3322 391/2386 [===>..........................] - ETA: 15:52 - loss: 328.2103 - logits_profile_predictions_loss: 326.0509 - logcount_predictions_loss: 0.3322 392/2386 [===>..........................] - ETA: 15:51 - loss: 328.2066 - logits_profile_predictions_loss: 326.0474 - logcount_predictions_loss: 0.3322 393/2386 [===>..........................] - ETA: 15:51 - loss: 328.2031 - logits_profile_predictions_loss: 326.0441 - logcount_predictions_loss: 0.3321 394/2386 [===>..........................] - ETA: 15:50 - loss: 328.1999 - logits_profile_predictions_loss: 326.0410 - logcount_predictions_loss: 0.3321 395/2386 [===>..........................] - ETA: 15:50 - loss: 328.1968 - logits_profile_predictions_loss: 326.0380 - logcount_predictions_loss: 0.3321 396/2386 [===>..........................] - ETA: 15:49 - loss: 328.1932 - logits_profile_predictions_loss: 326.0347 - logcount_predictions_loss: 0.3321 397/2386 [===>..........................] - ETA: 15:49 - loss: 328.1899 - logits_profile_predictions_loss: 326.0315 - logcount_predictions_loss: 0.3320 398/2386 [====>.........................] - ETA: 15:48 - loss: 328.1865 - logits_profile_predictions_loss: 326.0283 - logcount_predictions_loss: 0.3320 399/2386 [====>.........................] - ETA: 15:48 - loss: 328.1833 - logits_profile_predictions_loss: 326.0253 - logcount_predictions_loss: 0.3320 400/2386 [====>.........................] - ETA: 15:47 - loss: 328.1800 - logits_profile_predictions_loss: 326.0222 - logcount_predictions_loss: 0.3320 401/2386 [====>.........................] - ETA: 15:47 - loss: 328.1771 - logits_profile_predictions_loss: 326.0194 - logcount_predictions_loss: 0.3319 402/2386 [====>.........................] - ETA: 15:46 - loss: 328.1738 - logits_profile_predictions_loss: 326.0163 - logcount_predictions_loss: 0.3319 403/2386 [====>.........................] - ETA: 15:46 - loss: 328.1705 - logits_profile_predictions_loss: 326.0131 - logcount_predictions_loss: 0.3319 404/2386 [====>.........................] - ETA: 15:46 - loss: 328.1671 - logits_profile_predictions_loss: 326.0099 - logcount_predictions_loss: 0.3318 405/2386 [====>.........................] - ETA: 15:45 - loss: 328.1639 - 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[====>.........................] - ETA: 15:42 - loss: 328.1427 - logits_profile_predictions_loss: 325.9868 - logcount_predictions_loss: 0.3317 413/2386 [====>.........................] - ETA: 15:41 - loss: 328.1399 - logits_profile_predictions_loss: 325.9841 - logcount_predictions_loss: 0.3316 414/2386 [====>.........................] - ETA: 15:41 - loss: 328.1372 - logits_profile_predictions_loss: 325.9815 - logcount_predictions_loss: 0.3316 415/2386 [====>.........................] - ETA: 15:40 - loss: 328.1345 - logits_profile_predictions_loss: 325.9790 - logcount_predictions_loss: 0.3316 416/2386 [====>.........................] - ETA: 15:40 - loss: 328.1318 - logits_profile_predictions_loss: 325.9765 - logcount_predictions_loss: 0.3316 417/2386 [====>.........................] - ETA: 15:39 - loss: 328.1288 - logits_profile_predictions_loss: 325.9736 - logcount_predictions_loss: 0.3316 418/2386 [====>.........................] - ETA: 15:39 - loss: 328.1261 - 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[====>.........................] - ETA: 15:36 - loss: 328.1044 - logits_profile_predictions_loss: 325.9502 - logcount_predictions_loss: 0.3314 426/2386 [====>.........................] - ETA: 15:35 - loss: 328.1016 - logits_profile_predictions_loss: 325.9475 - logcount_predictions_loss: 0.3314 427/2386 [====>.........................] - ETA: 15:35 - loss: 328.0989 - logits_profile_predictions_loss: 325.9450 - logcount_predictions_loss: 0.3313 428/2386 [====>.........................] - ETA: 15:34 - loss: 328.0963 - logits_profile_predictions_loss: 325.9426 - logcount_predictions_loss: 0.3313 429/2386 [====>.........................] - ETA: 15:34 - loss: 328.0936 - logits_profile_predictions_loss: 325.9400 - logcount_predictions_loss: 0.3313 430/2386 [====>.........................] - ETA: 15:33 - loss: 328.0910 - logits_profile_predictions_loss: 325.9374 - logcount_predictions_loss: 0.3313 431/2386 [====>.........................] - ETA: 15:33 - loss: 328.0885 - logits_profile_predictions_loss: 325.9351 - logcount_predictions_loss: 0.3313 432/2386 [====>.........................] - ETA: 15:32 - loss: 328.0858 - logits_profile_predictions_loss: 325.9324 - logcount_predictions_loss: 0.3313 433/2386 [====>.........................] - ETA: 15:32 - loss: 328.0829 - logits_profile_predictions_loss: 325.9297 - logcount_predictions_loss: 0.3312 434/2386 [====>.........................] - ETA: 15:31 - loss: 328.0804 - logits_profile_predictions_loss: 325.9272 - logcount_predictions_loss: 0.3312 435/2386 [====>.........................] - ETA: 15:31 - loss: 328.0778 - logits_profile_predictions_loss: 325.9248 - logcount_predictions_loss: 0.3312 436/2386 [====>.........................] - ETA: 15:31 - loss: 328.0756 - logits_profile_predictions_loss: 325.9227 - logcount_predictions_loss: 0.3312 437/2386 [====>.........................] - ETA: 15:30 - loss: 328.0733 - logits_profile_predictions_loss: 325.9205 - logcount_predictions_loss: 0.3312 438/2386 [====>.........................] - ETA: 15:30 - loss: 328.0713 - logits_profile_predictions_loss: 325.9186 - logcount_predictions_loss: 0.3312 439/2386 [====>.........................] - ETA: 15:29 - loss: 328.0689 - logits_profile_predictions_loss: 325.9163 - logcount_predictions_loss: 0.3311 440/2386 [====>.........................] - ETA: 15:29 - loss: 328.0665 - logits_profile_predictions_loss: 325.9140 - logcount_predictions_loss: 0.3311 441/2386 [====>.........................] - ETA: 15:28 - loss: 328.0639 - logits_profile_predictions_loss: 325.9115 - logcount_predictions_loss: 0.3311 442/2386 [====>.........................] - ETA: 15:28 - loss: 328.0610 - logits_profile_predictions_loss: 325.9087 - logcount_predictions_loss: 0.3311 443/2386 [====>.........................] - ETA: 15:27 - loss: 328.0582 - logits_profile_predictions_loss: 325.9060 - logcount_predictions_loss: 0.3311 444/2386 [====>.........................] - ETA: 15:27 - loss: 328.0557 - 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[====>.........................] - ETA: 15:23 - loss: 328.0396 - logits_profile_predictions_loss: 325.8883 - logcount_predictions_loss: 0.3309 452/2386 [====>.........................] - ETA: 15:23 - loss: 328.0371 - logits_profile_predictions_loss: 325.8859 - logcount_predictions_loss: 0.3309 453/2386 [====>.........................] - ETA: 15:22 - loss: 328.0347 - logits_profile_predictions_loss: 325.8836 - logcount_predictions_loss: 0.3309 454/2386 [====>.........................] - ETA: 15:22 - loss: 328.0320 - logits_profile_predictions_loss: 325.8810 - logcount_predictions_loss: 0.3309 455/2386 [====>.........................] - ETA: 15:21 - loss: 328.0292 - logits_profile_predictions_loss: 325.8783 - logcount_predictions_loss: 0.3309 456/2386 [====>.........................] - ETA: 15:21 - loss: 328.0266 - logits_profile_predictions_loss: 325.8758 - logcount_predictions_loss: 0.3309 457/2386 [====>.........................] - ETA: 15:21 - loss: 328.0241 - logits_profile_predictions_loss: 325.8735 - logcount_predictions_loss: 0.3308 458/2386 [====>.........................] - ETA: 15:20 - loss: 328.0217 - logits_profile_predictions_loss: 325.8711 - logcount_predictions_loss: 0.3308 459/2386 [====>.........................] - ETA: 15:20 - loss: 328.0191 - logits_profile_predictions_loss: 325.8686 - logcount_predictions_loss: 0.3308 460/2386 [====>.........................] - ETA: 15:19 - loss: 328.0167 - logits_profile_predictions_loss: 325.8664 - logcount_predictions_loss: 0.3308 461/2386 [====>.........................] - ETA: 15:19 - loss: 328.0142 - logits_profile_predictions_loss: 325.8640 - logcount_predictions_loss: 0.3308 462/2386 [====>.........................] - ETA: 15:18 - loss: 328.0122 - logits_profile_predictions_loss: 325.8620 - logcount_predictions_loss: 0.3308 463/2386 [====>.........................] - ETA: 15:18 - loss: 328.0100 - logits_profile_predictions_loss: 325.8600 - logcount_predictions_loss: 0.3308 464/2386 [====>.........................] - ETA: 15:17 - loss: 328.0078 - logits_profile_predictions_loss: 325.8578 - logcount_predictions_loss: 0.3307 465/2386 [====>.........................] - ETA: 15:17 - loss: 328.0052 - logits_profile_predictions_loss: 325.8553 - logcount_predictions_loss: 0.3307 466/2386 [====>.........................] - ETA: 15:16 - loss: 328.0027 - logits_profile_predictions_loss: 325.8529 - logcount_predictions_loss: 0.3307 467/2386 [====>.........................] - ETA: 15:16 - loss: 328.0001 - logits_profile_predictions_loss: 325.8504 - logcount_predictions_loss: 0.3307 468/2386 [====>.........................] - ETA: 15:15 - loss: 327.9977 - logits_profile_predictions_loss: 325.8481 - logcount_predictions_loss: 0.3307 469/2386 [====>.........................] - ETA: 15:15 - loss: 327.9950 - logits_profile_predictions_loss: 325.8455 - logcount_predictions_loss: 0.3307 470/2386 [====>.........................] - ETA: 15:14 - loss: 327.9922 - logits_profile_predictions_loss: 325.8427 - logcount_predictions_loss: 0.3307 471/2386 [====>.........................] - ETA: 15:14 - loss: 327.9892 - logits_profile_predictions_loss: 325.8399 - logcount_predictions_loss: 0.3306 472/2386 [====>.........................] - ETA: 15:13 - loss: 327.9862 - logits_profile_predictions_loss: 325.8370 - logcount_predictions_loss: 0.3306 473/2386 [====>.........................] - ETA: 15:13 - loss: 327.9832 - logits_profile_predictions_loss: 325.8340 - logcount_predictions_loss: 0.3306 474/2386 [====>.........................] - ETA: 15:12 - loss: 327.9803 - logits_profile_predictions_loss: 325.8312 - logcount_predictions_loss: 0.3306 475/2386 [====>.........................] - ETA: 15:12 - loss: 327.9772 - logits_profile_predictions_loss: 325.8282 - logcount_predictions_loss: 0.3306 476/2386 [====>.........................] - ETA: 15:11 - loss: 327.9742 - logits_profile_predictions_loss: 325.8253 - logcount_predictions_loss: 0.3306 477/2386 [====>.........................] - ETA: 15:11 - loss: 327.9712 - logits_profile_predictions_loss: 325.8224 - logcount_predictions_loss: 0.3306 478/2386 [=====>........................] - ETA: 15:11 - loss: 327.9679 - logits_profile_predictions_loss: 325.8192 - logcount_predictions_loss: 0.3305 479/2386 [=====>........................] - ETA: 15:10 - loss: 327.9646 - logits_profile_predictions_loss: 325.8159 - logcount_predictions_loss: 0.3305 480/2386 [=====>........................] - ETA: 15:10 - loss: 327.9613 - logits_profile_predictions_loss: 325.8128 - logcount_predictions_loss: 0.3305 481/2386 [=====>........................] - ETA: 15:09 - loss: 327.9580 - logits_profile_predictions_loss: 325.8095 - logcount_predictions_loss: 0.3305 482/2386 [=====>........................] - ETA: 15:09 - loss: 327.9552 - logits_profile_predictions_loss: 325.8068 - logcount_predictions_loss: 0.3305 483/2386 [=====>........................] - ETA: 15:08 - loss: 327.9522 - logits_profile_predictions_loss: 325.8039 - logcount_predictions_loss: 0.3305 484/2386 [=====>........................] - ETA: 15:08 - loss: 327.9493 - logits_profile_predictions_loss: 325.8011 - logcount_predictions_loss: 0.3305 485/2386 [=====>........................] - ETA: 15:07 - loss: 327.9466 - logits_profile_predictions_loss: 325.7985 - logcount_predictions_loss: 0.3305 486/2386 [=====>........................] - ETA: 15:07 - loss: 327.9441 - logits_profile_predictions_loss: 325.7961 - logcount_predictions_loss: 0.3304 487/2386 [=====>........................] - ETA: 15:06 - loss: 327.9413 - logits_profile_predictions_loss: 325.7933 - logcount_predictions_loss: 0.3304 488/2386 [=====>........................] - ETA: 15:06 - loss: 327.9384 - logits_profile_predictions_loss: 325.7905 - logcount_predictions_loss: 0.3304 489/2386 [=====>........................] - ETA: 15:05 - loss: 327.9355 - logits_profile_predictions_loss: 325.7877 - logcount_predictions_loss: 0.3304 490/2386 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[..............................] - ETA: 18:36 - loss: 305.9517 - logits_profile_predictions_loss: 304.0282 - logcount_predictions_loss: 0.2959 34/2386 [..............................] - ETA: 18:35 - loss: 306.3605 - logits_profile_predictions_loss: 304.4357 - logcount_predictions_loss: 0.2961 35/2386 [..............................] - ETA: 18:35 - loss: 306.7211 - logits_profile_predictions_loss: 304.7953 - logcount_predictions_loss: 0.2963 36/2386 [..............................] - ETA: 18:35 - loss: 307.0634 - logits_profile_predictions_loss: 305.1370 - logcount_predictions_loss: 0.2964 37/2386 [..............................] - ETA: 18:34 - loss: 307.3635 - logits_profile_predictions_loss: 305.4365 - logcount_predictions_loss: 0.2965 38/2386 [..............................] - ETA: 18:34 - loss: 307.6491 - logits_profile_predictions_loss: 305.7215 - logcount_predictions_loss: 0.2966 39/2386 [..............................] - ETA: 18:34 - loss: 307.9162 - 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[====>.........................] - ETA: 15:44 - loss: 321.3905 - logits_profile_predictions_loss: 319.4749 - logcount_predictions_loss: 0.2947 411/2386 [====>.........................] - ETA: 15:44 - loss: 321.3983 - logits_profile_predictions_loss: 319.4826 - logcount_predictions_loss: 0.2947 412/2386 [====>.........................] - ETA: 15:43 - loss: 321.4064 - logits_profile_predictions_loss: 319.4905 - logcount_predictions_loss: 0.2947 413/2386 [====>.........................] - ETA: 15:43 - loss: 321.4145 - logits_profile_predictions_loss: 319.4986 - logcount_predictions_loss: 0.2948 414/2386 [====>.........................] - ETA: 15:42 - loss: 321.4228 - logits_profile_predictions_loss: 319.5067 - logcount_predictions_loss: 0.2948 415/2386 [====>.........................] - ETA: 15:42 - loss: 321.4309 - logits_profile_predictions_loss: 319.5147 - logcount_predictions_loss: 0.2948 416/2386 [====>.........................] - ETA: 15:41 - loss: 321.4390 - 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[====>.........................] - ETA: 15:20 - loss: 321.7058 - logits_profile_predictions_loss: 319.7844 - logcount_predictions_loss: 0.2956 463/2386 [====>.........................] - ETA: 15:19 - loss: 321.7102 - logits_profile_predictions_loss: 319.7887 - logcount_predictions_loss: 0.2956 464/2386 [====>.........................] - ETA: 15:19 - loss: 321.7144 - logits_profile_predictions_loss: 319.7928 - logcount_predictions_loss: 0.2956 465/2386 [====>.........................] - ETA: 15:18 - loss: 321.7185 - logits_profile_predictions_loss: 319.7968 - logcount_predictions_loss: 0.2957 466/2386 [====>.........................] - ETA: 15:18 - loss: 321.7224 - logits_profile_predictions_loss: 319.8006 - logcount_predictions_loss: 0.2957 467/2386 [====>.........................] - ETA: 15:17 - loss: 321.7263 - logits_profile_predictions_loss: 319.8044 - logcount_predictions_loss: 0.2957 468/2386 [====>.........................] - ETA: 15:17 - loss: 321.7302 - 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[===========================>..] - ETA: 49s - loss: 320.8995 - logits_profile_predictions_loss: 318.9703 - logcount_predictions_loss: 0.2968 2283/2386 [===========================>..] - ETA: 49s - loss: 320.8989 - logits_profile_predictions_loss: 318.9697 - logcount_predictions_loss: 0.2968 2284/2386 [===========================>..] - ETA: 48s - loss: 320.8983 - logits_profile_predictions_loss: 318.9691 - logcount_predictions_loss: 0.2968 2285/2386 [===========================>..] - ETA: 48s - loss: 320.8977 - logits_profile_predictions_loss: 318.9686 - logcount_predictions_loss: 0.2968 2286/2386 [===========================>..] - ETA: 47s - loss: 320.8971 - logits_profile_predictions_loss: 318.9680 - logcount_predictions_loss: 0.2968 2287/2386 [===========================>..] - ETA: 47s - loss: 320.8965 - logits_profile_predictions_loss: 318.9674 - logcount_predictions_loss: 0.2968 2288/2386 [===========================>..] - ETA: 46s - loss: 320.8960 - 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[===========================>..] - ETA: 43s - loss: 320.8922 - logits_profile_predictions_loss: 318.9631 - logcount_predictions_loss: 0.2968 2296/2386 [===========================>..] - ETA: 43s - loss: 320.8916 - logits_profile_predictions_loss: 318.9625 - logcount_predictions_loss: 0.2968 2297/2386 [===========================>..] - ETA: 42s - loss: 320.8910 - logits_profile_predictions_loss: 318.9620 - logcount_predictions_loss: 0.2968 2298/2386 [===========================>..] - ETA: 42s - loss: 320.8905 - logits_profile_predictions_loss: 318.9614 - logcount_predictions_loss: 0.2968 2299/2386 [===========================>..] - ETA: 41s - loss: 320.8899 - logits_profile_predictions_loss: 318.9609 - logcount_predictions_loss: 0.2968 2300/2386 [===========================>..] - ETA: 41s - loss: 320.8894 - logits_profile_predictions_loss: 318.9603 - logcount_predictions_loss: 0.2968 2301/2386 [===========================>..] - ETA: 40s - loss: 320.8888 - 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[============================>.] - ETA: 37s - loss: 320.8849 - logits_profile_predictions_loss: 318.9560 - logcount_predictions_loss: 0.2968 2309/2386 [============================>.] - ETA: 36s - loss: 320.8844 - logits_profile_predictions_loss: 318.9554 - logcount_predictions_loss: 0.2968 2310/2386 [============================>.] - ETA: 36s - loss: 320.8838 - logits_profile_predictions_loss: 318.9549 - logcount_predictions_loss: 0.2968 2311/2386 [============================>.] - ETA: 35s - loss: 320.8833 - logits_profile_predictions_loss: 318.9543 - logcount_predictions_loss: 0.2968 2312/2386 [============================>.] - ETA: 35s - loss: 320.8827 - logits_profile_predictions_loss: 318.9538 - logcount_predictions_loss: 0.2968 2313/2386 [============================>.] - ETA: 34s - loss: 320.8822 - logits_profile_predictions_loss: 318.9533 - logcount_predictions_loss: 0.2968 2314/2386 [============================>.] - ETA: 34s - loss: 320.8816 - logits_profile_predictions_loss: 318.9527 - logcount_predictions_loss: 0.2968 2315/2386 [============================>.] - ETA: 33s - loss: 320.8811 - logits_profile_predictions_loss: 318.9522 - logcount_predictions_loss: 0.2968 2316/2386 [============================>.] - ETA: 33s - loss: 320.8805 - logits_profile_predictions_loss: 318.9516 - logcount_predictions_loss: 0.2968 2317/2386 [============================>.] - ETA: 33s - loss: 320.8799 - logits_profile_predictions_loss: 318.9511 - logcount_predictions_loss: 0.2968 2318/2386 [============================>.] - ETA: 32s - loss: 320.8794 - logits_profile_predictions_loss: 318.9505 - logcount_predictions_loss: 0.2968 2319/2386 [============================>.] - ETA: 32s - loss: 320.8788 - logits_profile_predictions_loss: 318.9500 - logcount_predictions_loss: 0.2968 2320/2386 [============================>.] - ETA: 31s - loss: 320.8783 - logits_profile_predictions_loss: 318.9494 - logcount_predictions_loss: 0.2968 2321/2386 [============================>.] - ETA: 31s - loss: 320.8777 - logits_profile_predictions_loss: 318.9488 - logcount_predictions_loss: 0.2968 2322/2386 [============================>.] - ETA: 30s - loss: 320.8771 - logits_profile_predictions_loss: 318.9483 - logcount_predictions_loss: 0.2968 2323/2386 [============================>.] - ETA: 30s - loss: 320.8766 - logits_profile_predictions_loss: 318.9477 - logcount_predictions_loss: 0.2968 2324/2386 [============================>.] - ETA: 29s - loss: 320.8760 - logits_profile_predictions_loss: 318.9472 - logcount_predictions_loss: 0.2968 2325/2386 [============================>.] - ETA: 29s - loss: 320.8754 - logits_profile_predictions_loss: 318.9466 - logcount_predictions_loss: 0.2968 2326/2386 [============================>.] - ETA: 28s - loss: 320.8748 - logits_profile_predictions_loss: 318.9460 - logcount_predictions_loss: 0.2968 2327/2386 [============================>.] - ETA: 28s - loss: 320.8743 - logits_profile_predictions_loss: 318.9455 - logcount_predictions_loss: 0.2968 2328/2386 [============================>.] - ETA: 27s - loss: 320.8737 - logits_profile_predictions_loss: 318.9449 - logcount_predictions_loss: 0.2968 2329/2386 [============================>.] - ETA: 27s - loss: 320.8731 - logits_profile_predictions_loss: 318.9443 - logcount_predictions_loss: 0.2968 2330/2386 [============================>.] - ETA: 26s - loss: 320.8725 - logits_profile_predictions_loss: 318.9437 - logcount_predictions_loss: 0.2968 2331/2386 [============================>.] - ETA: 26s - loss: 320.8720 - logits_profile_predictions_loss: 318.9432 - logcount_predictions_loss: 0.2968 2332/2386 [============================>.] - ETA: 25s - loss: 320.8714 - logits_profile_predictions_loss: 318.9426 - logcount_predictions_loss: 0.2968 2333/2386 [============================>.] - ETA: 25s - loss: 320.8708 - logits_profile_predictions_loss: 318.9420 - logcount_predictions_loss: 0.2968 2334/2386 [============================>.] - ETA: 24s - loss: 320.8702 - logits_profile_predictions_loss: 318.9414 - logcount_predictions_loss: 0.2968 2335/2386 [============================>.] - ETA: 24s - loss: 320.8696 - logits_profile_predictions_loss: 318.9409 - logcount_predictions_loss: 0.2968 2336/2386 [============================>.] - ETA: 23s - loss: 320.8690 - logits_profile_predictions_loss: 318.9403 - logcount_predictions_loss: 0.2968 2337/2386 [============================>.] - ETA: 23s - loss: 320.8684 - logits_profile_predictions_loss: 318.9397 - logcount_predictions_loss: 0.2968 2338/2386 [============================>.] - ETA: 22s - loss: 320.8678 - logits_profile_predictions_loss: 318.9391 - logcount_predictions_loss: 0.2968 2339/2386 [============================>.] - ETA: 22s - loss: 320.8672 - logits_profile_predictions_loss: 318.9385 - logcount_predictions_loss: 0.2968 2340/2386 [============================>.] - ETA: 22s - loss: 320.8666 - logits_profile_predictions_loss: 318.9379 - logcount_predictions_loss: 0.2968 2341/2386 [============================>.] - ETA: 21s - loss: 320.8660 - logits_profile_predictions_loss: 318.9373 - logcount_predictions_loss: 0.2968 2342/2386 [============================>.] - ETA: 21s - loss: 320.8654 - logits_profile_predictions_loss: 318.9367 - logcount_predictions_loss: 0.2968 2343/2386 [============================>.] - ETA: 20s - loss: 320.8648 - logits_profile_predictions_loss: 318.9361 - logcount_predictions_loss: 0.2968 2344/2386 [============================>.] - ETA: 20s - loss: 320.8642 - logits_profile_predictions_loss: 318.9355 - logcount_predictions_loss: 0.2968 2345/2386 [============================>.] - ETA: 19s - loss: 320.8636 - logits_profile_predictions_loss: 318.9350 - logcount_predictions_loss: 0.2968 2346/2386 [============================>.] - ETA: 19s - loss: 320.8631 - logits_profile_predictions_loss: 318.9344 - logcount_predictions_loss: 0.2968 2347/2386 [============================>.] - ETA: 18s - loss: 320.8625 - logits_profile_predictions_loss: 318.9338 - logcount_predictions_loss: 0.2968 2348/2386 [============================>.] - ETA: 18s - loss: 320.8619 - logits_profile_predictions_loss: 318.9333 - logcount_predictions_loss: 0.2968 2349/2386 [============================>.] - ETA: 17s - loss: 320.8613 - logits_profile_predictions_loss: 318.9327 - logcount_predictions_loss: 0.2968 2350/2386 [============================>.] - ETA: 17s - loss: 320.8608 - logits_profile_predictions_loss: 318.9322 - logcount_predictions_loss: 0.2968 2351/2386 [============================>.] - ETA: 16s - loss: 320.8603 - logits_profile_predictions_loss: 318.9316 - logcount_predictions_loss: 0.2968 2352/2386 [============================>.] - ETA: 16s - loss: 320.8597 - logits_profile_predictions_loss: 318.9311 - logcount_predictions_loss: 0.2968 2353/2386 [============================>.] - ETA: 15s - loss: 320.8592 - logits_profile_predictions_loss: 318.9306 - logcount_predictions_loss: 0.2968 2354/2386 [============================>.] - ETA: 15s - loss: 320.8587 - logits_profile_predictions_loss: 318.9301 - logcount_predictions_loss: 0.2968 2355/2386 [============================>.] - ETA: 14s - loss: 320.8582 - logits_profile_predictions_loss: 318.9296 - logcount_predictions_loss: 0.2968 2356/2386 [============================>.] - ETA: 14s - loss: 320.8577 - logits_profile_predictions_loss: 318.9291 - logcount_predictions_loss: 0.2968 2357/2386 [============================>.] - ETA: 13s - loss: 320.8571 - logits_profile_predictions_loss: 318.9286 - logcount_predictions_loss: 0.2968 2358/2386 [============================>.] - ETA: 13s - loss: 320.8566 - logits_profile_predictions_loss: 318.9281 - logcount_predictions_loss: 0.2968 2359/2386 [============================>.] - ETA: 12s - loss: 320.8561 - logits_profile_predictions_loss: 318.9275 - logcount_predictions_loss: 0.2968 2360/2386 [============================>.] - ETA: 12s - loss: 320.8555 - logits_profile_predictions_loss: 318.9270 - logcount_predictions_loss: 0.2968 2361/2386 [============================>.] - ETA: 11s - loss: 320.8550 - logits_profile_predictions_loss: 318.9265 - logcount_predictions_loss: 0.2968 2362/2386 [============================>.] - ETA: 11s - loss: 320.8545 - logits_profile_predictions_loss: 318.9259 - logcount_predictions_loss: 0.2967 2363/2386 [============================>.] - ETA: 11s - loss: 320.8539 - logits_profile_predictions_loss: 318.9254 - logcount_predictions_loss: 0.2967 2364/2386 [============================>.] - ETA: 10s - loss: 320.8534 - logits_profile_predictions_loss: 318.9249 - logcount_predictions_loss: 0.2967 2365/2386 [============================>.] - ETA: 10s - loss: 320.8528 - logits_profile_predictions_loss: 318.9243 - logcount_predictions_loss: 0.2967 2366/2386 [============================>.] - ETA: 9s - loss: 320.8523 - logits_profile_predictions_loss: 318.9238 - logcount_predictions_loss: 0.2967  2367/2386 [============================>.] - ETA: 9s - loss: 320.8518 - logits_profile_predictions_loss: 318.9233 - logcount_predictions_loss: 0.2967 2368/2386 [============================>.] - ETA: 8s - loss: 320.8512 - logits_profile_predictions_loss: 318.9227 - logcount_predictions_loss: 0.2967 2369/2386 [============================>.] - ETA: 8s - loss: 320.8507 - logits_profile_predictions_loss: 318.9222 - logcount_predictions_loss: 0.2967 2370/2386 [============================>.] - ETA: 7s - loss: 320.8502 - logits_profile_predictions_loss: 318.9217 - logcount_predictions_loss: 0.2967 2371/2386 [============================>.] - ETA: 7s - loss: 320.8496 - logits_profile_predictions_loss: 318.9212 - logcount_predictions_loss: 0.2967 2372/2386 [============================>.] - ETA: 6s - loss: 320.8491 - logits_profile_predictions_loss: 318.9206 - logcount_predictions_loss: 0.2967 2373/2386 [============================>.] - ETA: 6s - loss: 320.8485 - logits_profile_predictions_loss: 318.9201 - logcount_predictions_loss: 0.2967 2374/2386 [============================>.] - ETA: 5s - loss: 320.8480 - logits_profile_predictions_loss: 318.9195 - logcount_predictions_loss: 0.2967 2375/2386 [============================>.] - ETA: 5s - loss: 320.8474 - logits_profile_predictions_loss: 318.9190 - logcount_predictions_loss: 0.2967 2376/2386 [============================>.] - ETA: 4s - loss: 320.8469 - logits_profile_predictions_loss: 318.9185 - logcount_predictions_loss: 0.2967 2377/2386 [============================>.] - ETA: 4s - loss: 320.8464 - logits_profile_predictions_loss: 318.9179 - logcount_predictions_loss: 0.2967 2378/2386 [============================>.] - ETA: 3s - loss: 320.8458 - logits_profile_predictions_loss: 318.9174 - logcount_predictions_loss: 0.2967 2379/2386 [============================>.] - ETA: 3s - loss: 320.8453 - logits_profile_predictions_loss: 318.9169 - logcount_predictions_loss: 0.2967 2380/2386 [============================>.] - ETA: 2s - loss: 320.8447 - logits_profile_predictions_loss: 318.9163 - logcount_predictions_loss: 0.2967 2381/2386 [============================>.] - ETA: 2s - loss: 320.8442 - logits_profile_predictions_loss: 318.9158 - logcount_predictions_loss: 0.2967 2382/2386 [============================>.] - ETA: 1s - loss: 320.8437 - logits_profile_predictions_loss: 318.9153 - logcount_predictions_loss: 0.2967 2383/2386 [============================>.] - ETA: 1s - loss: 320.8431 - logits_profile_predictions_loss: 318.9148 - logcount_predictions_loss: 0.2967 2384/2386 [============================>.] - ETA: 0s - loss: 320.8426 - logits_profile_predictions_loss: 318.9142 - logcount_predictions_loss: 0.2967 2385/2386 [============================>.] - ETA: 0s - loss: 320.8421 - logits_profile_predictions_loss: 318.9137 - logcount_predictions_loss: 0.2967 2386/2386 [==============================] - ETA: 0s - loss: 320.8416 - logits_profile_predictions_loss: 318.9132 - logcount_predictions_loss: 0.2967 2386/2386 [==============================] - 1199s 502ms/step - loss: 320.8411 - logits_profile_predictions_loss: 318.9127 - logcount_predictions_loss: 0.2967 - val_loss: 399.5386 - val_logits_profile_predictions_loss: 397.3537 - val_logcount_predictions_loss: 0.3361 + +Epoch 00014: val_loss did not improve from 398.13538 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-10-07_05-58-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-05-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-11-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-14-18: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-07_06-14-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 5:09 3/37 [=>............................] - ETA: 21s  4/37 [==>...........................] - ETA: 27s 5/37 [===>..........................] - ETA: 30s 6/37 [===>..........................] - ETA: 31s 7/37 [====>.........................] - ETA: 31s 8/37 [=====>........................] - ETA: 31s 9/37 [======>.......................] - ETA: 30s 10/37 [=======>......................] - ETA: 29s 11/37 [=======>......................] - ETA: 29s 12/37 [========>.....................] - ETA: 28s 13/37 [=========>....................] - ETA: 27s 14/37 [==========>...................] - ETA: 26s 15/37 [===========>..................] - ETA: 25s 16/37 [===========>..................] - ETA: 24s 17/37 [============>.................] - ETA: 23s 18/37 [=============>................] - ETA: 22s 19/37 [==============>...............] - ETA: 21s 20/37 [===============>..............] - ETA: 20s 21/37 [================>.............] - ETA: 19s 22/37 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[==>...........................] - ETA: 41s 5/37 [===>..........................] - ETA: 40s 6/37 [===>..........................] - ETA: 38s 7/37 [====>.........................] - ETA: 37s 8/37 [=====>........................] - ETA: 36s 9/37 [======>.......................] - ETA: 35s 10/37 [=======>......................] - ETA: 33s 11/37 [=======>......................] - ETA: 32s 12/37 [========>.....................] - ETA: 31s 13/37 [=========>....................] - ETA: 30s 14/37 [==========>...................] - ETA: 28s 15/37 [===========>..................] - ETA: 27s 16/37 [===========>..................] - ETA: 26s 17/37 [============>.................] - ETA: 25s 18/37 [=============>................] - ETA: 23s 19/37 [==============>...............] - ETA: 22s 20/37 [===============>..............] - ETA: 21s 21/37 [================>.............] - ETA: 20s 22/37 [================>.............] - ETA: 18s 23/37 [=================>............] - ETA: 17s 24/37 [==================>...........] - ETA: 16s 25/37 [===================>..........] - ETA: 15s 26/37 [====================>.........] - ETA: 13s 27/37 [====================>.........] - ETA: 12s 28/37 [=====================>........] - ETA: 11s 29/37 [======================>.......] - ETA: 10s 30/37 [=======================>......] - ETA: 8s  31/37 [========================>.....] - ETA: 7s 32/37 [========================>.....] - ETA: 6s 33/37 [=========================>....] - ETA: 5s 34/37 [==========================>...] - ETA: 3s 35/37 [===========================>..] - ETA: 2s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 46s 1s/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 43s 3/37 [=>............................] - ETA: 42s 4/37 [==>...........................] - ETA: 41s 5/37 [===>..........................] - ETA: 40s 6/37 [===>..........................] - ETA: 38s 7/37 [====>.........................] - ETA: 37s 8/37 [=====>........................] - ETA: 36s 9/37 [======>.......................] - ETA: 35s 10/37 [=======>......................] - ETA: 33s 11/37 [=======>......................] - ETA: 32s 12/37 [========>.....................] - ETA: 31s 13/37 [=========>....................] - ETA: 30s 14/37 [==========>...................] - ETA: 28s 15/37 [===========>..................] - ETA: 27s 16/37 [===========>..................] - ETA: 26s 17/37 [============>.................] - ETA: 25s 18/37 [=============>................] - ETA: 23s 19/37 [==============>...............] - ETA: 22s 20/37 [===============>..............] - ETA: 21s 21/37 [================>.............] - ETA: 20s 22/37 [================>.............] - ETA: 18s 23/37 [=================>............] - ETA: 17s 24/37 [==================>...........] - ETA: 16s 25/37 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[====>.........................] - ETA: 37s 8/37 [=====>........................] - ETA: 36s 9/37 [======>.......................] - ETA: 35s 10/37 [=======>......................] - ETA: 34s 11/37 [=======>......................] - ETA: 32s 12/37 [========>.....................] - ETA: 31s 13/37 [=========>....................] - ETA: 30s 14/37 [==========>...................] - ETA: 28s 15/37 [===========>..................] - ETA: 27s 16/37 [===========>..................] - ETA: 26s 17/37 [============>.................] - ETA: 25s 18/37 [=============>................] - ETA: 23s 19/37 [==============>...............] - ETA: 22s 20/37 [===============>..............] - ETA: 21s 21/37 [================>.............] - ETA: 20s 22/37 [================>.............] - ETA: 18s 23/37 [=================>............] - ETA: 17s 24/37 [==================>...........] - ETA: 16s 25/37 [===================>..........] - ETA: 15s 26/37 [====================>.........] - ETA: 13s 27/37 [====================>.........] - ETA: 12s 28/37 [=====================>........] - ETA: 11s 29/37 [======================>.......] - ETA: 10s 30/37 [=======================>......] - ETA: 8s  31/37 [========================>.....] - ETA: 7s 32/37 [========================>.....] - ETA: 6s 33/37 [=========================>....] - ETA: 5s 34/37 [==========================>...] - ETA: 3s 35/37 [===========================>..] - ETA: 2s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 46s 1s/step +Saving marginal footprints +2022-10-07_06-17-58: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-07_06-17-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 1:40 3/37 [=>............................] - ETA: 1s  4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 1s 15/37 [===========>..................] - ETA: 1s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 1s 19/37 [==============>...............] - ETA: 1s 20/37 [===============>..............] - ETA: 1s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 0s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 7s 105ms/step + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 3s 3/37 [=>............................] - ETA: 3s 4/37 [==>...........................] - ETA: 3s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 1s 19/37 [==============>...............] - ETA: 1s 20/37 [===============>..............] - ETA: 1s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 3s 93ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 3s 3/37 [=>............................] - ETA: 3s 4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 159748 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 159748 +Number of peaks input: 40252 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 40252 +Number of non peaks input: 160087 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 160087 +Number of non peaks input: 39912 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 39912 +Number of peaks after removing outliers: 157990 +Number of nonpeaks after removing outliers: 142137 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/4442 [..............................] - ETA: 16:58:26 8/4442 [..............................] - ETA: 32s  15/4442 [..............................] - ETA: 33s 22/4442 [..............................] - ETA: 33s 29/4442 [..............................] - ETA: 33s 36/4442 [..............................] - ETA: 32s 43/4442 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ETA: 0s 4417/4442 [============================>.] - ETA: 0s 4425/4442 [============================>.] - ETA: 0s 4433/4442 [============================>.] - ETA: 0s 4441/4442 [============================>.] - ETA: 0s 4442/4442 [==============================] - ETA: 0s 4442/4442 [==============================] - 45s 7ms/step +2022-10-07_01-09-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '6.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(138818, 10) +loading nonpeaks... +got split:train for bed regions:(125631, 10) +loading peaks... +got split:valid for bed regions:(19172, 10) +loading nonpeaks... +got split:valid for bed regions:(16506, 10) +Epoch 1/50 + 1/2386 [..............................] - ETA: 5:42:49 - loss: 443.8172 - logits_profile_predictions_loss: 432.4488 - logcount_predictions_loss: 1.7490 2/2386 [..............................] - ETA: 19:16 - loss: 1262.5243 - logits_profile_predictions_loss: 388.5566 - logcount_predictions_loss: 134.4566 3/2386 [..............................] - ETA: 19:16 - loss: 1365.0092 - logits_profile_predictions_loss: 394.5644 - logcount_predictions_loss: 149.2992 4/2386 [..............................] - ETA: 19:09 - loss: 1344.1997 - logits_profile_predictions_loss: 397.3947 - logcount_predictions_loss: 145.6623 5/2386 [..............................] - ETA: 19:06 - loss: 1303.4934 - logits_profile_predictions_loss: 405.3003 - logcount_predictions_loss: 138.1835 6/2386 [..............................] - ETA: 19:01 - loss: 1262.0396 - logits_profile_predictions_loss: 415.2561 - logcount_predictions_loss: 130.2744 7/2386 [..............................] - ETA: 18:59 - loss: 1218.7379 - logits_profile_predictions_loss: 420.5148 - logcount_predictions_loss: 122.8036 8/2386 [..............................] - ETA: 18:57 - loss: 1178.4307 - logits_profile_predictions_loss: 424.3667 - logcount_predictions_loss: 116.0099 9/2386 [..............................] - ETA: 18:55 - loss: 1139.8942 - logits_profile_predictions_loss: 425.5589 - logcount_predictions_loss: 109.8977 10/2386 [..............................] - ETA: 18:53 - loss: 1104.2932 - logits_profile_predictions_loss: 425.6113 - logcount_predictions_loss: 104.4126 11/2386 [..............................] - ETA: 18:50 - loss: 1072.2677 - logits_profile_predictions_loss: 425.5993 - logcount_predictions_loss: 99.4874  12/2386 [..............................] - ETA: 18:49 - loss: 1042.8899 - logits_profile_predictions_loss: 425.0933 - logcount_predictions_loss: 95.0456 13/2386 [..............................] - ETA: 18:48 - loss: 1016.8978 - logits_profile_predictions_loss: 425.2126 - logcount_predictions_loss: 91.0285 14/2386 [..............................] - ETA: 18:47 - loss: 993.2646 - logits_profile_predictions_loss: 425.3205 - logcount_predictions_loss: 87.3760  15/2386 [..............................] - ETA: 18:46 - loss: 971.3950 - logits_profile_predictions_loss: 425.1354 - logcount_predictions_loss: 84.0399 16/2386 [..............................] - ETA: 18:45 - loss: 951.0040 - logits_profile_predictions_loss: 424.6318 - logcount_predictions_loss: 80.9803 17/2386 [..............................] - ETA: 18:43 - loss: 932.4183 - logits_profile_predictions_loss: 424.3374 - logcount_predictions_loss: 78.1663 18/2386 [..............................] - ETA: 18:42 - loss: 915.1358 - logits_profile_predictions_loss: 423.9461 - logcount_predictions_loss: 75.5676 19/2386 [..............................] - ETA: 18:42 - loss: 898.9780 - logits_profile_predictions_loss: 423.4408 - logcount_predictions_loss: 73.1596 20/2386 [..............................] - ETA: 18:40 - loss: 883.9789 - logits_profile_predictions_loss: 422.9820 - logcount_predictions_loss: 70.9226 21/2386 [..............................] - ETA: 18:39 - loss: 869.9873 - logits_profile_predictions_loss: 422.5389 - logcount_predictions_loss: 68.8382 22/2386 [..............................] - ETA: 18:39 - loss: 856.8136 - logits_profile_predictions_loss: 422.0250 - logcount_predictions_loss: 66.8905 23/2386 [..............................] - ETA: 18:38 - loss: 844.2153 - logits_profile_predictions_loss: 421.2934 - logcount_predictions_loss: 65.0649 24/2386 [..............................] - ETA: 18:37 - loss: 832.5018 - logits_profile_predictions_loss: 420.7128 - logcount_predictions_loss: 63.3522 25/2386 [..............................] - ETA: 18:36 - loss: 821.5461 - logits_profile_predictions_loss: 420.2280 - logcount_predictions_loss: 61.7413 26/2386 [..............................] - ETA: 18:35 - loss: 811.1843 - logits_profile_predictions_loss: 419.7363 - logcount_predictions_loss: 60.2228 27/2386 [..............................] - ETA: 18:35 - loss: 801.3112 - logits_profile_predictions_loss: 419.1878 - logcount_predictions_loss: 58.7882 28/2386 [..............................] - ETA: 18:34 - loss: 791.9065 - logits_profile_predictions_loss: 418.6071 - logcount_predictions_loss: 57.4307 29/2386 [..............................] - ETA: 18:34 - loss: 782.9212 - logits_profile_predictions_loss: 417.9868 - logcount_predictions_loss: 56.1438 30/2386 [..............................] - ETA: 18:33 - loss: 774.5068 - logits_profile_predictions_loss: 417.5079 - logcount_predictions_loss: 54.9229 31/2386 [..............................] - ETA: 18:32 - loss: 766.5245 - logits_profile_predictions_loss: 417.0677 - logcount_predictions_loss: 53.7626 32/2386 [..............................] - ETA: 18:32 - loss: 758.9136 - logits_profile_predictions_loss: 416.6371 - logcount_predictions_loss: 52.6579 33/2386 [..............................] - ETA: 18:31 - loss: 751.6285 - logits_profile_predictions_loss: 416.1975 - logcount_predictions_loss: 51.6048 34/2386 [..............................] - ETA: 18:31 - loss: 744.7885 - logits_profile_predictions_loss: 415.8866 - logcount_predictions_loss: 50.6003 35/2386 [..............................] - ETA: 18:30 - loss: 738.1870 - logits_profile_predictions_loss: 415.5275 - logcount_predictions_loss: 49.6399 36/2386 [..............................] - ETA: 18:29 - loss: 731.9792 - logits_profile_predictions_loss: 415.2875 - logcount_predictions_loss: 48.7218 37/2386 [..............................] - ETA: 18:29 - loss: 725.9817 - logits_profile_predictions_loss: 415.0086 - logcount_predictions_loss: 47.8420 38/2386 [..............................] - ETA: 18:28 - loss: 720.3315 - logits_profile_predictions_loss: 414.8365 - logcount_predictions_loss: 46.9992 39/2386 [..............................] - ETA: 18:27 - loss: 714.8658 - logits_profile_predictions_loss: 414.6298 - logcount_predictions_loss: 46.1902 40/2386 [..............................] - ETA: 18:27 - loss: 709.5727 - logits_profile_predictions_loss: 414.3895 - logcount_predictions_loss: 45.4128 41/2386 [..............................] - ETA: 18:26 - loss: 704.4687 - logits_profile_predictions_loss: 414.1446 - logcount_predictions_loss: 44.6653 42/2386 [..............................] - ETA: 18:26 - loss: 699.5319 - logits_profile_predictions_loss: 413.8851 - logcount_predictions_loss: 43.9457 43/2386 [..............................] - ETA: 18:25 - loss: 694.9029 - logits_profile_predictions_loss: 413.7558 - logcount_predictions_loss: 43.2534 44/2386 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330/2386 [===>..........................] - ETA: 16:15 - loss: 466.2941 - logits_profile_predictions_loss: 398.4195 - logcount_predictions_loss: 10.4423 331/2386 [===>..........................] - ETA: 16:14 - loss: 466.1353 - logits_profile_predictions_loss: 398.3996 - logcount_predictions_loss: 10.4209 332/2386 [===>..........................] - ETA: 16:14 - loss: 465.9778 - logits_profile_predictions_loss: 398.3802 - logcount_predictions_loss: 10.3997 333/2386 [===>..........................] - ETA: 16:13 - loss: 465.8216 - logits_profile_predictions_loss: 398.3612 - logcount_predictions_loss: 10.3786 334/2386 [===>..........................] - ETA: 16:13 - loss: 465.6667 - logits_profile_predictions_loss: 398.3429 - logcount_predictions_loss: 10.3575 335/2386 [===>..........................] - ETA: 16:13 - loss: 465.5129 - logits_profile_predictions_loss: 398.3249 - logcount_predictions_loss: 10.3367 336/2386 [===>..........................] - ETA: 16:12 - loss: 465.3593 - logits_profile_predictions_loss: 398.3064 - logcount_predictions_loss: 10.3159 337/2386 [===>..........................] - ETA: 16:12 - loss: 465.2059 - logits_profile_predictions_loss: 398.2874 - logcount_predictions_loss: 10.2952 338/2386 [===>..........................] - ETA: 16:11 - loss: 465.0530 - logits_profile_predictions_loss: 398.2683 - logcount_predictions_loss: 10.2746 339/2386 [===>..........................] - ETA: 16:11 - loss: 464.9004 - logits_profile_predictions_loss: 398.2487 - logcount_predictions_loss: 10.2541 340/2386 [===>..........................] - ETA: 16:10 - loss: 464.7479 - logits_profile_predictions_loss: 398.2285 - logcount_predictions_loss: 10.2338 341/2386 [===>..........................] - ETA: 16:10 - loss: 464.5956 - logits_profile_predictions_loss: 398.2079 - logcount_predictions_loss: 10.2135 342/2386 [===>..........................] - ETA: 16:09 - loss: 464.4445 - logits_profile_predictions_loss: 398.1879 - logcount_predictions_loss: 10.1934 343/2386 [===>..........................] - ETA: 16:09 - loss: 464.2937 - logits_profile_predictions_loss: 398.1674 - logcount_predictions_loss: 10.1733 344/2386 [===>..........................] - ETA: 16:08 - loss: 464.1435 - logits_profile_predictions_loss: 398.1468 - logcount_predictions_loss: 10.1534 345/2386 [===>..........................] - ETA: 16:08 - loss: 463.9930 - logits_profile_predictions_loss: 398.1253 - logcount_predictions_loss: 10.1335 346/2386 [===>..........................] - ETA: 16:08 - loss: 463.8427 - logits_profile_predictions_loss: 398.1035 - logcount_predictions_loss: 10.1138 347/2386 [===>..........................] - ETA: 16:07 - loss: 463.6936 - logits_profile_predictions_loss: 398.0821 - logcount_predictions_loss: 10.0941 348/2386 [===>..........................] - ETA: 16:07 - loss: 463.5458 - logits_profile_predictions_loss: 398.0613 - logcount_predictions_loss: 10.0746 349/2386 [===>..........................] - ETA: 16:06 - loss: 463.3986 - logits_profile_predictions_loss: 398.0405 - logcount_predictions_loss: 10.0551 350/2386 [===>..........................] - ETA: 16:06 - loss: 463.2519 - logits_profile_predictions_loss: 398.0195 - logcount_predictions_loss: 10.0358 351/2386 [===>..........................] - ETA: 16:05 - loss: 463.1057 - logits_profile_predictions_loss: 397.9983 - logcount_predictions_loss: 10.0165 352/2386 [===>..........................] - ETA: 16:05 - loss: 462.9595 - logits_profile_predictions_loss: 397.9767 - logcount_predictions_loss: 9.9974  353/2386 [===>..........................] - ETA: 16:04 - loss: 462.8142 - logits_profile_predictions_loss: 397.9553 - logcount_predictions_loss: 9.9783 354/2386 [===>..........................] - ETA: 16:04 - loss: 462.6696 - logits_profile_predictions_loss: 397.9339 - logcount_predictions_loss: 9.9594 355/2386 [===>..........................] - ETA: 16:03 - loss: 462.5251 - logits_profile_predictions_loss: 397.9121 - logcount_predictions_loss: 9.9405 356/2386 [===>..........................] - ETA: 16:03 - loss: 462.3818 - logits_profile_predictions_loss: 397.8908 - logcount_predictions_loss: 9.9217 357/2386 [===>..........................] - ETA: 16:02 - loss: 462.2388 - logits_profile_predictions_loss: 397.8692 - logcount_predictions_loss: 9.9030 358/2386 [===>..........................] - ETA: 16:02 - loss: 462.0965 - logits_profile_predictions_loss: 397.8477 - logcount_predictions_loss: 9.8845 359/2386 [===>..........................] - ETA: 16:02 - loss: 461.9550 - logits_profile_predictions_loss: 397.8265 - logcount_predictions_loss: 9.8660 360/2386 [===>..........................] - ETA: 16:01 - loss: 461.8147 - logits_profile_predictions_loss: 397.8057 - logcount_predictions_loss: 9.8476 361/2386 [===>..........................] - ETA: 16:01 - loss: 461.6761 - logits_profile_predictions_loss: 397.7861 - logcount_predictions_loss: 9.8293 362/2386 [===>..........................] - ETA: 16:00 - loss: 461.5382 - logits_profile_predictions_loss: 397.7666 - logcount_predictions_loss: 9.8111 363/2386 [===>..........................] - ETA: 16:00 - loss: 461.4010 - logits_profile_predictions_loss: 397.7471 - logcount_predictions_loss: 9.7929 364/2386 [===>..........................] - ETA: 15:59 - loss: 461.2640 - logits_profile_predictions_loss: 397.7274 - logcount_predictions_loss: 9.7749 365/2386 [===>..........................] - ETA: 15:59 - loss: 461.1283 - logits_profile_predictions_loss: 397.7082 - logcount_predictions_loss: 9.7570 366/2386 [===>..........................] - ETA: 15:58 - loss: 460.9926 - logits_profile_predictions_loss: 397.6887 - logcount_predictions_loss: 9.7391 367/2386 [===>..........................] - ETA: 15:58 - loss: 460.8576 - logits_profile_predictions_loss: 397.6692 - logcount_predictions_loss: 9.7213 368/2386 [===>..........................] - ETA: 15:57 - loss: 460.7234 - logits_profile_predictions_loss: 397.6500 - logcount_predictions_loss: 9.7036 369/2386 [===>..........................] - ETA: 15:57 - loss: 460.5902 - logits_profile_predictions_loss: 397.6312 - logcount_predictions_loss: 9.6860 370/2386 [===>..........................] - ETA: 15:56 - loss: 460.4572 - logits_profile_predictions_loss: 397.6121 - logcount_predictions_loss: 9.6685 371/2386 [===>..........................] - ETA: 15:56 - loss: 460.3248 - logits_profile_predictions_loss: 397.5930 - logcount_predictions_loss: 9.6511 372/2386 [===>..........................] - ETA: 15:56 - loss: 460.1928 - logits_profile_predictions_loss: 397.5738 - logcount_predictions_loss: 9.6337 373/2386 [===>..........................] - ETA: 15:55 - loss: 460.0609 - logits_profile_predictions_loss: 397.5541 - logcount_predictions_loss: 9.6165 374/2386 [===>..........................] - ETA: 15:55 - loss: 459.9300 - logits_profile_predictions_loss: 397.5349 - logcount_predictions_loss: 9.5993 375/2386 [===>..........................] - ETA: 15:54 - loss: 459.7995 - logits_profile_predictions_loss: 397.5156 - logcount_predictions_loss: 9.5822 376/2386 [===>..........................] - ETA: 15:54 - loss: 459.6698 - logits_profile_predictions_loss: 397.4965 - logcount_predictions_loss: 9.5651 377/2386 [===>..........................] - ETA: 15:53 - loss: 459.5404 - logits_profile_predictions_loss: 397.4773 - logcount_predictions_loss: 9.5482 378/2386 [===>..........................] - ETA: 15:53 - loss: 459.4112 - logits_profile_predictions_loss: 397.4577 - logcount_predictions_loss: 9.5313 379/2386 [===>..........................] - ETA: 15:52 - loss: 459.2827 - logits_profile_predictions_loss: 397.4383 - logcount_predictions_loss: 9.5146 380/2386 [===>..........................] - ETA: 15:52 - loss: 459.1550 - logits_profile_predictions_loss: 397.4192 - logcount_predictions_loss: 9.4979 381/2386 [===>..........................] - ETA: 15:51 - loss: 459.0279 - logits_profile_predictions_loss: 397.4001 - logcount_predictions_loss: 9.4812 382/2386 [===>..........................] - ETA: 15:51 - loss: 458.9009 - logits_profile_predictions_loss: 397.3807 - logcount_predictions_loss: 9.4647 383/2386 [===>..........................] - ETA: 15:50 - loss: 458.7746 - logits_profile_predictions_loss: 397.3615 - logcount_predictions_loss: 9.4482 384/2386 [===>..........................] - ETA: 15:50 - loss: 458.6489 - logits_profile_predictions_loss: 397.3424 - logcount_predictions_loss: 9.4318 385/2386 [===>..........................] - ETA: 15:50 - loss: 458.5236 - logits_profile_predictions_loss: 397.3232 - logcount_predictions_loss: 9.4155 386/2386 [===>..........................] - ETA: 15:49 - loss: 458.3991 - logits_profile_predictions_loss: 397.3043 - logcount_predictions_loss: 9.3992 387/2386 [===>..........................] - ETA: 15:49 - loss: 458.2751 - logits_profile_predictions_loss: 397.2853 - logcount_predictions_loss: 9.3831 388/2386 [===>..........................] - ETA: 15:48 - loss: 458.1516 - logits_profile_predictions_loss: 397.2665 - logcount_predictions_loss: 9.3670 389/2386 [===>..........................] - ETA: 15:48 - loss: 458.0284 - logits_profile_predictions_loss: 397.2474 - logcount_predictions_loss: 9.3509 390/2386 [===>..........................] - ETA: 15:47 - loss: 457.9060 - logits_profile_predictions_loss: 397.2287 - logcount_predictions_loss: 9.3350 391/2386 [===>..........................] - ETA: 15:47 - loss: 457.7839 - logits_profile_predictions_loss: 397.2098 - logcount_predictions_loss: 9.3191 392/2386 [===>..........................] - ETA: 15:46 - loss: 457.6622 - logits_profile_predictions_loss: 397.1908 - logcount_predictions_loss: 9.3033 393/2386 [===>..........................] - ETA: 15:46 - loss: 457.5413 - logits_profile_predictions_loss: 397.1722 - logcount_predictions_loss: 9.2876 394/2386 [===>..........................] - ETA: 15:45 - loss: 457.4213 - logits_profile_predictions_loss: 397.1540 - logcount_predictions_loss: 9.2719 395/2386 [===>..........................] - ETA: 15:45 - loss: 457.3017 - logits_profile_predictions_loss: 397.1357 - logcount_predictions_loss: 9.2564 396/2386 [===>..........................] - ETA: 15:44 - loss: 457.1823 - logits_profile_predictions_loss: 397.1171 - logcount_predictions_loss: 9.2408 397/2386 [===>..........................] - ETA: 15:44 - loss: 457.0641 - logits_profile_predictions_loss: 397.0993 - logcount_predictions_loss: 9.2254 398/2386 [====>.........................] - ETA: 15:43 - loss: 456.9468 - logits_profile_predictions_loss: 397.0818 - logcount_predictions_loss: 9.2100 399/2386 [====>.........................] - ETA: 15:43 - loss: 456.8300 - logits_profile_predictions_loss: 397.0645 - logcount_predictions_loss: 9.1947 400/2386 [====>.........................] - ETA: 15:43 - loss: 456.7131 - logits_profile_predictions_loss: 397.0466 - logcount_predictions_loss: 9.1795 401/2386 [====>.........................] - ETA: 15:42 - loss: 456.5964 - logits_profile_predictions_loss: 397.0286 - logcount_predictions_loss: 9.1643 402/2386 [====>.........................] - ETA: 15:42 - loss: 456.4806 - logits_profile_predictions_loss: 397.0109 - logcount_predictions_loss: 9.1492 403/2386 [====>.........................] - ETA: 15:41 - loss: 456.3663 - logits_profile_predictions_loss: 396.9942 - logcount_predictions_loss: 9.1342 404/2386 [====>.........................] - ETA: 15:41 - loss: 456.2519 - logits_profile_predictions_loss: 396.9771 - logcount_predictions_loss: 9.1192 405/2386 [====>.........................] - ETA: 15:40 - loss: 456.1378 - logits_profile_predictions_loss: 396.9598 - logcount_predictions_loss: 9.1043 406/2386 [====>.........................] - ETA: 15:40 - loss: 456.0242 - logits_profile_predictions_loss: 396.9426 - logcount_predictions_loss: 9.0895 407/2386 [====>.........................] - ETA: 15:39 - loss: 455.9113 - logits_profile_predictions_loss: 396.9257 - logcount_predictions_loss: 9.0747 408/2386 [====>.........................] - ETA: 15:39 - loss: 455.7990 - logits_profile_predictions_loss: 396.9089 - logcount_predictions_loss: 9.0600 409/2386 [====>.........................] - ETA: 15:38 - loss: 455.6876 - logits_profile_predictions_loss: 396.8926 - logcount_predictions_loss: 9.0454 410/2386 [====>.........................] - ETA: 15:38 - loss: 455.5763 - logits_profile_predictions_loss: 396.8760 - logcount_predictions_loss: 9.0308 411/2386 [====>.........................] - ETA: 15:37 - loss: 455.4652 - logits_profile_predictions_loss: 396.8592 - logcount_predictions_loss: 9.0163 412/2386 [====>.........................] - ETA: 15:37 - loss: 455.3557 - logits_profile_predictions_loss: 396.8436 - logcount_predictions_loss: 9.0019 413/2386 [====>.........................] - ETA: 15:37 - loss: 455.2464 - logits_profile_predictions_loss: 396.8278 - logcount_predictions_loss: 8.9875 414/2386 [====>.........................] - ETA: 15:36 - loss: 455.1378 - logits_profile_predictions_loss: 396.8121 - logcount_predictions_loss: 8.9732 415/2386 [====>.........................] - ETA: 15:36 - loss: 455.0295 - logits_profile_predictions_loss: 396.7965 - logcount_predictions_loss: 8.9589 416/2386 [====>.........................] - ETA: 15:35 - loss: 454.9212 - logits_profile_predictions_loss: 396.7805 - logcount_predictions_loss: 8.9448 417/2386 [====>.........................] - ETA: 15:35 - loss: 454.8135 - logits_profile_predictions_loss: 396.7647 - logcount_predictions_loss: 8.9306 418/2386 [====>.........................] - ETA: 15:34 - loss: 454.7059 - logits_profile_predictions_loss: 396.7485 - logcount_predictions_loss: 8.9165 419/2386 [====>.........................] - ETA: 15:34 - loss: 454.5981 - logits_profile_predictions_loss: 396.7319 - logcount_predictions_loss: 8.9025 420/2386 [====>.........................] - ETA: 15:33 - loss: 454.4904 - logits_profile_predictions_loss: 396.7149 - logcount_predictions_loss: 8.8886 421/2386 [====>.........................] - ETA: 15:33 - loss: 454.3830 - logits_profile_predictions_loss: 396.6979 - logcount_predictions_loss: 8.8747 422/2386 [====>.........................] - ETA: 15:32 - loss: 454.2763 - logits_profile_predictions_loss: 396.6811 - logcount_predictions_loss: 8.8608 423/2386 [====>.........................] - ETA: 15:32 - loss: 454.1691 - logits_profile_predictions_loss: 396.6636 - logcount_predictions_loss: 8.8470 424/2386 [====>.........................] - ETA: 15:31 - loss: 454.0623 - logits_profile_predictions_loss: 396.6461 - logcount_predictions_loss: 8.8333 425/2386 [====>.........................] - ETA: 15:31 - loss: 453.9561 - logits_profile_predictions_loss: 396.6288 - logcount_predictions_loss: 8.8196 426/2386 [====>.........................] - ETA: 15:30 - loss: 453.8505 - logits_profile_predictions_loss: 396.6116 - logcount_predictions_loss: 8.8060 427/2386 [====>.........................] - ETA: 15:30 - loss: 453.7454 - logits_profile_predictions_loss: 396.5947 - logcount_predictions_loss: 8.7925 428/2386 [====>.........................] - ETA: 15:30 - loss: 453.6404 - logits_profile_predictions_loss: 396.5774 - logcount_predictions_loss: 8.7790 429/2386 [====>.........................] - ETA: 15:29 - loss: 453.5354 - logits_profile_predictions_loss: 396.5598 - logcount_predictions_loss: 8.7655 430/2386 [====>.........................] - ETA: 15:29 - loss: 453.4309 - logits_profile_predictions_loss: 396.5424 - logcount_predictions_loss: 8.7521 431/2386 [====>.........................] - ETA: 15:28 - loss: 453.3267 - logits_profile_predictions_loss: 396.5249 - logcount_predictions_loss: 8.7388 432/2386 [====>.........................] - ETA: 15:28 - loss: 453.2233 - logits_profile_predictions_loss: 396.5078 - logcount_predictions_loss: 8.7255 433/2386 [====>.........................] - ETA: 15:27 - loss: 453.1202 - logits_profile_predictions_loss: 396.4906 - logcount_predictions_loss: 8.7123 434/2386 [====>.........................] - ETA: 15:27 - loss: 453.0174 - logits_profile_predictions_loss: 396.4734 - logcount_predictions_loss: 8.6991 435/2386 [====>.........................] - ETA: 15:26 - loss: 452.9145 - logits_profile_predictions_loss: 396.4558 - logcount_predictions_loss: 8.6860 436/2386 [====>.........................] - ETA: 15:26 - loss: 452.8113 - logits_profile_predictions_loss: 396.4375 - logcount_predictions_loss: 8.6729 437/2386 [====>.........................] - ETA: 15:25 - loss: 452.7079 - logits_profile_predictions_loss: 396.4188 - logcount_predictions_loss: 8.6599 438/2386 [====>.........................] - ETA: 15:25 - loss: 452.6048 - logits_profile_predictions_loss: 396.4000 - logcount_predictions_loss: 8.6469 439/2386 [====>.........................] - ETA: 15:24 - loss: 452.5019 - logits_profile_predictions_loss: 396.3810 - logcount_predictions_loss: 8.6340 440/2386 [====>.........................] - ETA: 15:24 - loss: 452.3989 - logits_profile_predictions_loss: 396.3616 - logcount_predictions_loss: 8.6212 441/2386 [====>.........................] - ETA: 15:24 - loss: 452.2961 - logits_profile_predictions_loss: 396.3421 - logcount_predictions_loss: 8.6083 442/2386 [====>.........................] - ETA: 15:23 - loss: 452.1937 - logits_profile_predictions_loss: 396.3226 - logcount_predictions_loss: 8.5956 443/2386 [====>.........................] - ETA: 15:23 - loss: 452.0919 - logits_profile_predictions_loss: 396.3034 - logcount_predictions_loss: 8.5829 444/2386 [====>.........................] - ETA: 15:22 - loss: 451.9905 - logits_profile_predictions_loss: 396.2843 - logcount_predictions_loss: 8.5702 445/2386 [====>.........................] - ETA: 15:22 - loss: 451.8894 - logits_profile_predictions_loss: 396.2651 - logcount_predictions_loss: 8.5576 446/2386 [====>.........................] - ETA: 15:21 - loss: 451.7896 - logits_profile_predictions_loss: 396.2469 - logcount_predictions_loss: 8.5451 447/2386 [====>.........................] - ETA: 15:21 - loss: 451.6901 - logits_profile_predictions_loss: 396.2287 - logcount_predictions_loss: 8.5326 448/2386 [====>.........................] - ETA: 15:20 - loss: 451.5909 - logits_profile_predictions_loss: 396.2104 - logcount_predictions_loss: 8.5201 449/2386 [====>.........................] - ETA: 15:20 - loss: 451.4915 - logits_profile_predictions_loss: 396.1916 - logcount_predictions_loss: 8.5077 450/2386 [====>.........................] - ETA: 15:19 - loss: 451.3924 - logits_profile_predictions_loss: 396.1728 - logcount_predictions_loss: 8.4953 451/2386 [====>.........................] - ETA: 15:19 - loss: 451.2937 - logits_profile_predictions_loss: 396.1542 - logcount_predictions_loss: 8.4830 452/2386 [====>.........................] - ETA: 15:18 - loss: 451.1954 - logits_profile_predictions_loss: 396.1356 - logcount_predictions_loss: 8.4708 453/2386 [====>.........................] - ETA: 15:18 - loss: 451.0974 - logits_profile_predictions_loss: 396.1169 - logcount_predictions_loss: 8.4586 454/2386 [====>.........................] - ETA: 15:17 - loss: 450.9997 - logits_profile_predictions_loss: 396.0982 - logcount_predictions_loss: 8.4464 455/2386 [====>.........................] - ETA: 15:17 - loss: 450.9024 - logits_profile_predictions_loss: 396.0797 - logcount_predictions_loss: 8.4343 456/2386 [====>.........................] - ETA: 15:17 - loss: 450.8055 - logits_profile_predictions_loss: 396.0612 - logcount_predictions_loss: 8.4222 457/2386 [====>.........................] - ETA: 15:16 - loss: 450.7093 - logits_profile_predictions_loss: 396.0431 - logcount_predictions_loss: 8.4102 458/2386 [====>.........................] - ETA: 15:16 - loss: 450.6135 - logits_profile_predictions_loss: 396.0252 - logcount_predictions_loss: 8.3982 459/2386 [====>.........................] - ETA: 15:15 - loss: 450.5176 - logits_profile_predictions_loss: 396.0068 - logcount_predictions_loss: 8.3863 460/2386 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[=====>........................] - ETA: 15:12 - loss: 352.1793 - logits_profile_predictions_loss: 348.1772 - logcount_predictions_loss: 0.6157 484/2386 [=====>........................] - ETA: 15:12 - loss: 352.1853 - logits_profile_predictions_loss: 348.1833 - logcount_predictions_loss: 0.6157 485/2386 [=====>........................] - ETA: 15:11 - loss: 352.1914 - logits_profile_predictions_loss: 348.1895 - logcount_predictions_loss: 0.6157 486/2386 [=====>........................] - ETA: 15:11 - loss: 352.1975 - logits_profile_predictions_loss: 348.1957 - logcount_predictions_loss: 0.6157 487/2386 [=====>........................] - ETA: 15:10 - loss: 352.2034 - logits_profile_predictions_loss: 348.2018 - logcount_predictions_loss: 0.6157 488/2386 [=====>........................] - ETA: 15:10 - loss: 352.2093 - logits_profile_predictions_loss: 348.2078 - logcount_predictions_loss: 0.6156 489/2386 [=====>........................] - ETA: 15:09 - loss: 352.2153 - 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[=====>........................] - ETA: 15:06 - loss: 352.2587 - logits_profile_predictions_loss: 348.2582 - logcount_predictions_loss: 0.6155 497/2386 [=====>........................] - ETA: 15:05 - loss: 352.2644 - logits_profile_predictions_loss: 348.2640 - logcount_predictions_loss: 0.6155 498/2386 [=====>........................] - ETA: 15:05 - loss: 352.2700 - logits_profile_predictions_loss: 348.2698 - logcount_predictions_loss: 0.6154 499/2386 [=====>........................] - ETA: 15:04 - loss: 352.2754 - logits_profile_predictions_loss: 348.2754 - logcount_predictions_loss: 0.6154 500/2386 [=====>........................] - ETA: 15:04 - loss: 352.2807 - logits_profile_predictions_loss: 348.2808 - logcount_predictions_loss: 0.6154 501/2386 [=====>........................] - ETA: 15:03 - loss: 352.2862 - logits_profile_predictions_loss: 348.2864 - logcount_predictions_loss: 0.6154 502/2386 [=====>........................] - ETA: 15:03 - loss: 352.2917 - 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[=====>........................] - ETA: 15:00 - loss: 352.3303 - logits_profile_predictions_loss: 348.3316 - logcount_predictions_loss: 0.6152 510/2386 [=====>........................] - ETA: 14:59 - loss: 352.3354 - logits_profile_predictions_loss: 348.3369 - logcount_predictions_loss: 0.6152 511/2386 [=====>........................] - ETA: 14:59 - loss: 352.3407 - logits_profile_predictions_loss: 348.3424 - logcount_predictions_loss: 0.6152 512/2386 [=====>........................] - ETA: 14:58 - loss: 352.3460 - logits_profile_predictions_loss: 348.3478 - logcount_predictions_loss: 0.6151 513/2386 [=====>........................] - ETA: 14:58 - loss: 352.3513 - logits_profile_predictions_loss: 348.3533 - logcount_predictions_loss: 0.6151 514/2386 [=====>........................] - ETA: 14:57 - loss: 352.3567 - logits_profile_predictions_loss: 348.3588 - logcount_predictions_loss: 0.6151 515/2386 [=====>........................] - ETA: 14:57 - loss: 352.3621 - 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[=====>........................] - ETA: 14:53 - loss: 352.3991 - logits_profile_predictions_loss: 348.4025 - logcount_predictions_loss: 0.6149 523/2386 [=====>........................] - ETA: 14:53 - loss: 352.4044 - logits_profile_predictions_loss: 348.4080 - logcount_predictions_loss: 0.6149 524/2386 [=====>........................] - ETA: 14:53 - loss: 352.4098 - logits_profile_predictions_loss: 348.4135 - logcount_predictions_loss: 0.6148 525/2386 [=====>........................] - ETA: 14:52 - loss: 352.4150 - logits_profile_predictions_loss: 348.4188 - logcount_predictions_loss: 0.6148 526/2386 [=====>........................] - ETA: 14:52 - loss: 352.4201 - logits_profile_predictions_loss: 348.4241 - logcount_predictions_loss: 0.6148 527/2386 [=====>........................] - ETA: 14:51 - loss: 352.4252 - logits_profile_predictions_loss: 348.4295 - logcount_predictions_loss: 0.6148 528/2386 [=====>........................] - ETA: 14:51 - loss: 352.4304 - 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[=====>........................] - ETA: 14:47 - loss: 352.4678 - logits_profile_predictions_loss: 348.4734 - logcount_predictions_loss: 0.6145 536/2386 [=====>........................] - ETA: 14:47 - loss: 352.4732 - logits_profile_predictions_loss: 348.4790 - logcount_predictions_loss: 0.6145 537/2386 [=====>........................] - ETA: 14:46 - loss: 352.4787 - logits_profile_predictions_loss: 348.4846 - logcount_predictions_loss: 0.6145 538/2386 [=====>........................] - ETA: 14:46 - loss: 352.4840 - logits_profile_predictions_loss: 348.4901 - logcount_predictions_loss: 0.6145 539/2386 [=====>........................] - ETA: 14:45 - loss: 352.4895 - logits_profile_predictions_loss: 348.4958 - logcount_predictions_loss: 0.6144 540/2386 [=====>........................] - ETA: 14:45 - loss: 352.4951 - logits_profile_predictions_loss: 348.5016 - logcount_predictions_loss: 0.6144 541/2386 [=====>........................] - ETA: 14:44 - loss: 352.5006 - 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[..............................] - ETA: 18:43 - loss: 321.6587 - logits_profile_predictions_loss: 318.3482 - logcount_predictions_loss: 0.5093 13/2386 [..............................] - ETA: 18:43 - loss: 323.7003 - logits_profile_predictions_loss: 320.3907 - logcount_predictions_loss: 0.5092 14/2386 [..............................] - ETA: 18:42 - loss: 325.4002 - logits_profile_predictions_loss: 322.0899 - logcount_predictions_loss: 0.5093 15/2386 [..............................] - ETA: 18:42 - loss: 326.7707 - logits_profile_predictions_loss: 323.4604 - logcount_predictions_loss: 0.5093 16/2386 [..............................] - ETA: 18:42 - loss: 327.9838 - logits_profile_predictions_loss: 324.6765 - logcount_predictions_loss: 0.5088 17/2386 [..............................] - ETA: 18:42 - loss: 329.0881 - logits_profile_predictions_loss: 325.7781 - logcount_predictions_loss: 0.5092 18/2386 [..............................] - ETA: 18:41 - loss: 330.0695 - logits_profile_predictions_loss: 326.7606 - logcount_predictions_loss: 0.5091 19/2386 [..............................] - ETA: 18:41 - loss: 330.9727 - logits_profile_predictions_loss: 327.6626 - logcount_predictions_loss: 0.5092 20/2386 [..............................] - ETA: 18:40 - loss: 331.8121 - logits_profile_predictions_loss: 328.5000 - logcount_predictions_loss: 0.5095 21/2386 [..............................] - ETA: 18:40 - loss: 332.4972 - logits_profile_predictions_loss: 329.1836 - logcount_predictions_loss: 0.5098 22/2386 [..............................] - ETA: 18:40 - loss: 333.1183 - logits_profile_predictions_loss: 329.8019 - logcount_predictions_loss: 0.5102 23/2386 [..............................] - ETA: 18:40 - loss: 333.8108 - logits_profile_predictions_loss: 330.4914 - logcount_predictions_loss: 0.5107 24/2386 [..............................] - ETA: 18:39 - loss: 334.4206 - logits_profile_predictions_loss: 331.0993 - logcount_predictions_loss: 0.5110 25/2386 [..............................] - ETA: 18:39 - loss: 335.0056 - logits_profile_predictions_loss: 331.6809 - logcount_predictions_loss: 0.5115 26/2386 [..............................] - ETA: 18:38 - loss: 335.5997 - logits_profile_predictions_loss: 332.2721 - logcount_predictions_loss: 0.5119 27/2386 [..............................] - ETA: 18:38 - loss: 336.1812 - logits_profile_predictions_loss: 332.8525 - logcount_predictions_loss: 0.5121 28/2386 [..............................] - ETA: 18:38 - loss: 336.6434 - logits_profile_predictions_loss: 333.3119 - logcount_predictions_loss: 0.5125 29/2386 [..............................] - ETA: 18:37 - loss: 337.0750 - logits_profile_predictions_loss: 333.7417 - logcount_predictions_loss: 0.5128 30/2386 [..............................] - ETA: 18:37 - loss: 337.5355 - logits_profile_predictions_loss: 334.2012 - logcount_predictions_loss: 0.5130 31/2386 [..............................] - ETA: 18:37 - loss: 338.0132 - 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[..............................] - ETA: 18:34 - loss: 341.4131 - logits_profile_predictions_loss: 338.0689 - logcount_predictions_loss: 0.5145 39/2386 [..............................] - ETA: 18:34 - loss: 341.8326 - logits_profile_predictions_loss: 338.4886 - logcount_predictions_loss: 0.5145 40/2386 [..............................] - ETA: 18:34 - loss: 342.2133 - logits_profile_predictions_loss: 338.8697 - logcount_predictions_loss: 0.5144 41/2386 [..............................] - ETA: 18:33 - loss: 342.5808 - logits_profile_predictions_loss: 339.2373 - logcount_predictions_loss: 0.5144 42/2386 [..............................] - ETA: 18:33 - loss: 342.8958 - logits_profile_predictions_loss: 339.5528 - logcount_predictions_loss: 0.5143 43/2386 [..............................] - ETA: 18:33 - loss: 343.1843 - logits_profile_predictions_loss: 339.8423 - logcount_predictions_loss: 0.5141 44/2386 [..............................] - ETA: 18:32 - loss: 343.4436 - logits_profile_predictions_loss: 340.1028 - logcount_predictions_loss: 0.5140 45/2386 [..............................] - ETA: 18:32 - loss: 343.6770 - logits_profile_predictions_loss: 340.3375 - logcount_predictions_loss: 0.5138 46/2386 [..............................] - ETA: 18:32 - loss: 343.9275 - logits_profile_predictions_loss: 340.5894 - logcount_predictions_loss: 0.5135 47/2386 [..............................] - ETA: 18:31 - loss: 344.1512 - logits_profile_predictions_loss: 340.8147 - logcount_predictions_loss: 0.5133 48/2386 [..............................] - ETA: 18:31 - loss: 344.3692 - logits_profile_predictions_loss: 341.0340 - logcount_predictions_loss: 0.5131 49/2386 [..............................] - ETA: 18:30 - loss: 344.5611 - logits_profile_predictions_loss: 341.2271 - logcount_predictions_loss: 0.5129 50/2386 [..............................] - ETA: 18:30 - loss: 344.7848 - logits_profile_predictions_loss: 341.4514 - logcount_predictions_loss: 0.5128 51/2386 [..............................] - ETA: 18:30 - loss: 345.0098 - logits_profile_predictions_loss: 341.6771 - logcount_predictions_loss: 0.5127 52/2386 [..............................] - ETA: 18:30 - loss: 345.2091 - logits_profile_predictions_loss: 341.8769 - logcount_predictions_loss: 0.5126 53/2386 [..............................] - ETA: 18:29 - loss: 345.3803 - logits_profile_predictions_loss: 342.0489 - logcount_predictions_loss: 0.5125 54/2386 [..............................] - ETA: 18:29 - loss: 345.5589 - logits_profile_predictions_loss: 342.2282 - logcount_predictions_loss: 0.5124 55/2386 [..............................] - ETA: 18:28 - loss: 345.7320 - logits_profile_predictions_loss: 342.4019 - logcount_predictions_loss: 0.5123 56/2386 [..............................] - ETA: 18:28 - loss: 345.8776 - logits_profile_predictions_loss: 342.5476 - logcount_predictions_loss: 0.5123 57/2386 [..............................] - ETA: 18:27 - loss: 346.0081 - logits_profile_predictions_loss: 342.6786 - logcount_predictions_loss: 0.5122 58/2386 [..............................] - ETA: 18:27 - loss: 346.1498 - logits_profile_predictions_loss: 342.8203 - logcount_predictions_loss: 0.5122 59/2386 [..............................] - ETA: 18:26 - loss: 346.2905 - logits_profile_predictions_loss: 342.9613 - logcount_predictions_loss: 0.5122 60/2386 [..............................] - ETA: 18:26 - loss: 346.4152 - logits_profile_predictions_loss: 343.0866 - logcount_predictions_loss: 0.5121 61/2386 [..............................] - ETA: 18:26 - loss: 346.5269 - logits_profile_predictions_loss: 343.1988 - logcount_predictions_loss: 0.5120 62/2386 [..............................] - ETA: 18:25 - loss: 346.6446 - logits_profile_predictions_loss: 343.3171 - logcount_predictions_loss: 0.5119 63/2386 [..............................] - ETA: 18:25 - loss: 346.7669 - logits_profile_predictions_loss: 343.4401 - logcount_predictions_loss: 0.5118 64/2386 [..............................] - ETA: 18:25 - loss: 346.8838 - logits_profile_predictions_loss: 343.5580 - logcount_predictions_loss: 0.5117 65/2386 [..............................] - ETA: 18:24 - loss: 346.9969 - logits_profile_predictions_loss: 343.6721 - logcount_predictions_loss: 0.5115 66/2386 [..............................] - ETA: 18:24 - loss: 347.0977 - logits_profile_predictions_loss: 343.7740 - logcount_predictions_loss: 0.5113 67/2386 [..............................] - ETA: 18:23 - loss: 347.1876 - logits_profile_predictions_loss: 343.8650 - logcount_predictions_loss: 0.5112 68/2386 [..............................] - ETA: 18:23 - loss: 347.2816 - logits_profile_predictions_loss: 343.9601 - logcount_predictions_loss: 0.5110 69/2386 [..............................] - ETA: 18:22 - loss: 347.3589 - logits_profile_predictions_loss: 344.0387 - logcount_predictions_loss: 0.5108 70/2386 [..............................] - ETA: 18:22 - loss: 347.4273 - 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[..............................] - ETA: 18:19 - loss: 348.0973 - logits_profile_predictions_loss: 344.7864 - logcount_predictions_loss: 0.5094 78/2386 [..............................] - ETA: 18:18 - loss: 348.2034 - logits_profile_predictions_loss: 344.8934 - logcount_predictions_loss: 0.5092 79/2386 [..............................] - ETA: 18:18 - loss: 348.2994 - logits_profile_predictions_loss: 344.9901 - logcount_predictions_loss: 0.5091 80/2386 [>.............................] - ETA: 18:18 - loss: 348.3910 - logits_profile_predictions_loss: 345.0824 - logcount_predictions_loss: 0.5090 81/2386 [>.............................] - ETA: 18:17 - loss: 348.4879 - logits_profile_predictions_loss: 345.1799 - logcount_predictions_loss: 0.5089 82/2386 [>.............................] - ETA: 18:17 - loss: 348.5792 - logits_profile_predictions_loss: 345.2716 - logcount_predictions_loss: 0.5089 83/2386 [>.............................] - ETA: 18:16 - loss: 348.6649 - 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307.2321 - logits_profile_predictions_loss: 304.0123 - logcount_predictions_loss: 0.4954 3/2386 [..............................] - ETA: 18:39 - loss: 319.7458 - logits_profile_predictions_loss: 316.3710 - logcount_predictions_loss: 0.5192 4/2386 [..............................] - ETA: 18:39 - loss: 331.0558 - logits_profile_predictions_loss: 327.6192 - logcount_predictions_loss: 0.5287 5/2386 [..............................] - ETA: 18:43 - loss: 336.0320 - logits_profile_predictions_loss: 332.6412 - logcount_predictions_loss: 0.5217 6/2386 [..............................] - ETA: 18:43 - loss: 339.1908 - logits_profile_predictions_loss: 335.8501 - logcount_predictions_loss: 0.5140 7/2386 [..............................] - ETA: 18:41 - loss: 339.9485 - logits_profile_predictions_loss: 336.6608 - logcount_predictions_loss: 0.5058 8/2386 [..............................] - ETA: 18:42 - loss: 340.2595 - logits_profile_predictions_loss: 337.0067 - logcount_predictions_loss: 0.5004 9/2386 [..............................] - ETA: 18:41 - loss: 339.7302 - logits_profile_predictions_loss: 336.5171 - logcount_predictions_loss: 0.4943 10/2386 [..............................] - ETA: 18:41 - loss: 339.3958 - logits_profile_predictions_loss: 336.2209 - logcount_predictions_loss: 0.4884 11/2386 [..............................] - ETA: 18:41 - loss: 339.6107 - logits_profile_predictions_loss: 336.4578 - logcount_predictions_loss: 0.4851 12/2386 [..............................] - ETA: 18:42 - loss: 339.4460 - logits_profile_predictions_loss: 336.3182 - logcount_predictions_loss: 0.4812 13/2386 [..............................] - ETA: 18:41 - loss: 339.6362 - logits_profile_predictions_loss: 336.5208 - logcount_predictions_loss: 0.4793 14/2386 [..............................] - ETA: 18:41 - loss: 339.5333 - logits_profile_predictions_loss: 336.4348 - logcount_predictions_loss: 0.4767 15/2386 [..............................] - ETA: 18:40 - loss: 339.1809 - 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[..............................] - ETA: 18:38 - loss: 337.3465 - logits_profile_predictions_loss: 334.3253 - logcount_predictions_loss: 0.4648 23/2386 [..............................] - ETA: 18:38 - loss: 337.1233 - logits_profile_predictions_loss: 334.1079 - logcount_predictions_loss: 0.4639 24/2386 [..............................] - ETA: 18:37 - loss: 336.9663 - logits_profile_predictions_loss: 333.9570 - logcount_predictions_loss: 0.4630 25/2386 [..............................] - ETA: 18:37 - loss: 336.9691 - logits_profile_predictions_loss: 333.9653 - logcount_predictions_loss: 0.4621 26/2386 [..............................] - ETA: 18:37 - loss: 337.0150 - logits_profile_predictions_loss: 334.0138 - logcount_predictions_loss: 0.4617 27/2386 [..............................] - ETA: 18:36 - loss: 337.1678 - logits_profile_predictions_loss: 334.1703 - logcount_predictions_loss: 0.4612 28/2386 [..............................] - ETA: 18:36 - loss: 337.3602 - 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[..............................] - ETA: 18:34 - loss: 338.0310 - logits_profile_predictions_loss: 335.0509 - logcount_predictions_loss: 0.4585 36/2386 [..............................] - ETA: 18:34 - loss: 338.1326 - logits_profile_predictions_loss: 335.1525 - logcount_predictions_loss: 0.4585 37/2386 [..............................] - ETA: 18:33 - loss: 338.2328 - logits_profile_predictions_loss: 335.2523 - logcount_predictions_loss: 0.4585 38/2386 [..............................] - ETA: 18:33 - loss: 338.3378 - logits_profile_predictions_loss: 335.3554 - logcount_predictions_loss: 0.4588 39/2386 [..............................] - ETA: 18:33 - loss: 338.4280 - logits_profile_predictions_loss: 335.4446 - logcount_predictions_loss: 0.4590 40/2386 [..............................] - ETA: 18:32 - loss: 338.4931 - logits_profile_predictions_loss: 335.5090 - logcount_predictions_loss: 0.4591 41/2386 [..............................] - ETA: 18:32 - loss: 338.6004 - 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[..............................] - ETA: 18:29 - loss: 338.8200 - logits_profile_predictions_loss: 335.8373 - logcount_predictions_loss: 0.4589 49/2386 [..............................] - ETA: 18:29 - loss: 338.8825 - logits_profile_predictions_loss: 335.9008 - logcount_predictions_loss: 0.4587 50/2386 [..............................] - ETA: 18:28 - loss: 339.0011 - logits_profile_predictions_loss: 336.0195 - logcount_predictions_loss: 0.4587 51/2386 [..............................] - ETA: 18:28 - loss: 339.1361 - logits_profile_predictions_loss: 336.1539 - logcount_predictions_loss: 0.4588 52/2386 [..............................] - ETA: 18:28 - loss: 339.2779 - logits_profile_predictions_loss: 336.2951 - logcount_predictions_loss: 0.4589 53/2386 [..............................] - ETA: 18:27 - loss: 339.4244 - logits_profile_predictions_loss: 336.4402 - logcount_predictions_loss: 0.4591 54/2386 [..............................] - ETA: 18:27 - loss: 339.5935 - 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[..............................] - ETA: 18:24 - loss: 340.8327 - logits_profile_predictions_loss: 337.8308 - logcount_predictions_loss: 0.4618 62/2386 [..............................] - ETA: 18:24 - loss: 340.9651 - logits_profile_predictions_loss: 337.9611 - logcount_predictions_loss: 0.4622 63/2386 [..............................] - ETA: 18:23 - loss: 341.0909 - logits_profile_predictions_loss: 338.0847 - logcount_predictions_loss: 0.4625 64/2386 [..............................] - ETA: 18:23 - loss: 341.1969 - logits_profile_predictions_loss: 338.1886 - logcount_predictions_loss: 0.4628 65/2386 [..............................] - ETA: 18:22 - loss: 341.3027 - logits_profile_predictions_loss: 338.2927 - logcount_predictions_loss: 0.4631 66/2386 [..............................] - ETA: 18:22 - loss: 341.4191 - logits_profile_predictions_loss: 338.4077 - logcount_predictions_loss: 0.4633 67/2386 [..............................] - ETA: 18:21 - loss: 341.5191 - 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[..............................] - ETA: 18:19 - loss: 342.1006 - logits_profile_predictions_loss: 339.0831 - logcount_predictions_loss: 0.4642 75/2386 [..............................] - ETA: 18:18 - loss: 342.1767 - logits_profile_predictions_loss: 339.1585 - logcount_predictions_loss: 0.4643 76/2386 [..............................] - ETA: 18:18 - loss: 342.2493 - logits_profile_predictions_loss: 339.2303 - logcount_predictions_loss: 0.4645 77/2386 [..............................] - ETA: 18:17 - loss: 342.3158 - logits_profile_predictions_loss: 339.2962 - logcount_predictions_loss: 0.4645 78/2386 [..............................] - ETA: 18:17 - loss: 342.3694 - logits_profile_predictions_loss: 339.3492 - logcount_predictions_loss: 0.4646 79/2386 [..............................] - ETA: 18:16 - loss: 342.4208 - logits_profile_predictions_loss: 339.4000 - logcount_predictions_loss: 0.4647 80/2386 [>.............................] - ETA: 18:16 - loss: 342.4762 - 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[>.............................] - ETA: 18:13 - loss: 342.7711 - logits_profile_predictions_loss: 339.7459 - logcount_predictions_loss: 0.4654 88/2386 [>.............................] - ETA: 18:12 - loss: 342.8002 - logits_profile_predictions_loss: 339.7740 - logcount_predictions_loss: 0.4656 89/2386 [>.............................] - ETA: 18:12 - loss: 342.8238 - logits_profile_predictions_loss: 339.7967 - logcount_predictions_loss: 0.4657 90/2386 [>.............................] - ETA: 18:11 - loss: 342.8447 - logits_profile_predictions_loss: 339.8167 - logcount_predictions_loss: 0.4658 91/2386 [>.............................] - ETA: 18:11 - loss: 342.8584 - logits_profile_predictions_loss: 339.8295 - logcount_predictions_loss: 0.4660 92/2386 [>.............................] - ETA: 18:10 - loss: 342.8655 - logits_profile_predictions_loss: 339.8356 - logcount_predictions_loss: 0.4661 93/2386 [>.............................] - ETA: 18:10 - loss: 342.8664 - 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logits_profile_predictions_loss: 339.5991 - logcount_predictions_loss: 0.4694 367/2386 [===>..........................] - ETA: 16:04 - loss: 342.6556 - logits_profile_predictions_loss: 339.6046 - logcount_predictions_loss: 0.4694 368/2386 [===>..........................] - ETA: 16:03 - loss: 342.6607 - logits_profile_predictions_loss: 339.6094 - logcount_predictions_loss: 0.4694 369/2386 [===>..........................] - ETA: 16:03 - loss: 342.6656 - logits_profile_predictions_loss: 339.6142 - logcount_predictions_loss: 0.4694 370/2386 [===>..........................] - ETA: 16:02 - loss: 342.6698 - logits_profile_predictions_loss: 339.6182 - logcount_predictions_loss: 0.4695 371/2386 [===>..........................] - ETA: 16:02 - loss: 342.6740 - logits_profile_predictions_loss: 339.6223 - logcount_predictions_loss: 0.4695 372/2386 [===>..........................] - ETA: 16:02 - loss: 342.6786 - logits_profile_predictions_loss: 339.6267 - logcount_predictions_loss: 0.4695 373/2386 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[====>.........................] - ETA: 15:18 - loss: 343.0445 - logits_profile_predictions_loss: 339.9838 - logcount_predictions_loss: 0.4709 465/2386 [====>.........................] - ETA: 15:18 - loss: 343.0472 - logits_profile_predictions_loss: 339.9865 - logcount_predictions_loss: 0.4709 466/2386 [====>.........................] - ETA: 15:17 - loss: 343.0497 - logits_profile_predictions_loss: 339.9890 - logcount_predictions_loss: 0.4709 467/2386 [====>.........................] - ETA: 15:17 - loss: 343.0522 - logits_profile_predictions_loss: 339.9915 - logcount_predictions_loss: 0.4709 468/2386 [====>.........................] - ETA: 15:16 - loss: 343.0546 - logits_profile_predictions_loss: 339.9939 - logcount_predictions_loss: 0.4709 469/2386 [====>.........................] - ETA: 15:16 - loss: 343.0570 - logits_profile_predictions_loss: 339.9963 - logcount_predictions_loss: 0.4709 470/2386 [====>.........................] - ETA: 15:15 - loss: 343.0598 - 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[====>.........................] - ETA: 15:12 - loss: 343.0732 - logits_profile_predictions_loss: 340.0125 - logcount_predictions_loss: 0.4709 478/2386 [=====>........................] - ETA: 15:11 - loss: 343.0752 - logits_profile_predictions_loss: 340.0145 - logcount_predictions_loss: 0.4709 479/2386 [=====>........................] - ETA: 15:11 - loss: 343.0771 - logits_profile_predictions_loss: 340.0164 - logcount_predictions_loss: 0.4709 480/2386 [=====>........................] - ETA: 15:10 - loss: 343.0793 - logits_profile_predictions_loss: 340.0186 - logcount_predictions_loss: 0.4709 481/2386 [=====>........................] - ETA: 15:10 - loss: 343.0814 - logits_profile_predictions_loss: 340.0207 - logcount_predictions_loss: 0.4709 482/2386 [=====>........................] - ETA: 15:09 - loss: 343.0837 - logits_profile_predictions_loss: 340.0230 - logcount_predictions_loss: 0.4709 483/2386 [=====>........................] - ETA: 15:09 - loss: 343.0863 - logits_profile_predictions_loss: 340.0256 - logcount_predictions_loss: 0.4709 484/2386 [=====>........................] - ETA: 15:09 - loss: 343.0888 - logits_profile_predictions_loss: 340.0281 - logcount_predictions_loss: 0.4709 485/2386 [=====>........................] - ETA: 15:08 - loss: 343.0911 - logits_profile_predictions_loss: 340.0305 - logcount_predictions_loss: 0.4709 486/2386 [=====>........................] - ETA: 15:08 - loss: 343.0936 - logits_profile_predictions_loss: 340.0330 - logcount_predictions_loss: 0.4709 487/2386 [=====>........................] - ETA: 15:07 - loss: 343.0961 - logits_profile_predictions_loss: 340.0355 - logcount_predictions_loss: 0.4709 488/2386 [=====>........................] - ETA: 15:07 - loss: 343.0986 - logits_profile_predictions_loss: 340.0380 - logcount_predictions_loss: 0.4709 489/2386 [=====>........................] - ETA: 15:06 - loss: 343.1013 - logits_profile_predictions_loss: 340.0407 - logcount_predictions_loss: 0.4709 490/2386 [=====>........................] - ETA: 15:06 - loss: 343.1039 - logits_profile_predictions_loss: 340.0433 - logcount_predictions_loss: 0.4709 491/2386 [=====>........................] - ETA: 15:05 - loss: 343.1066 - logits_profile_predictions_loss: 340.0461 - logcount_predictions_loss: 0.4709 492/2386 [=====>........................] - ETA: 15:05 - loss: 343.1093 - logits_profile_predictions_loss: 340.0487 - logcount_predictions_loss: 0.4709 493/2386 [=====>........................] - ETA: 15:04 - loss: 343.1118 - logits_profile_predictions_loss: 340.0513 - logcount_predictions_loss: 0.4709 494/2386 [=====>........................] - ETA: 15:04 - loss: 343.1141 - logits_profile_predictions_loss: 340.0536 - logcount_predictions_loss: 0.4709 495/2386 [=====>........................] - ETA: 15:03 - loss: 343.1163 - logits_profile_predictions_loss: 340.0558 - logcount_predictions_loss: 0.4708 496/2386 [=====>........................] - ETA: 15:03 - loss: 343.1186 - 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[=====>........................] - ETA: 14:59 - loss: 343.1317 - logits_profile_predictions_loss: 340.0713 - logcount_predictions_loss: 0.4708 504/2386 [=====>........................] - ETA: 14:59 - loss: 343.1332 - logits_profile_predictions_loss: 340.0729 - logcount_predictions_loss: 0.4708 505/2386 [=====>........................] - ETA: 14:59 - loss: 343.1347 - logits_profile_predictions_loss: 340.0744 - logcount_predictions_loss: 0.4708 506/2386 [=====>........................] - ETA: 14:58 - loss: 343.1367 - logits_profile_predictions_loss: 340.0764 - logcount_predictions_loss: 0.4708 507/2386 [=====>........................] - ETA: 14:58 - loss: 343.1388 - logits_profile_predictions_loss: 340.0785 - logcount_predictions_loss: 0.4708 508/2386 [=====>........................] - ETA: 14:57 - loss: 343.1415 - logits_profile_predictions_loss: 340.0812 - logcount_predictions_loss: 0.4708 509/2386 [=====>........................] - ETA: 14:57 - loss: 343.1442 - 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[============================>.] - ETA: 23s - loss: 342.8250 - logits_profile_predictions_loss: 339.8093 - logcount_predictions_loss: 0.4639 2337/2386 [============================>.] - ETA: 23s - loss: 342.8246 - logits_profile_predictions_loss: 339.8089 - logcount_predictions_loss: 0.4639 2338/2386 [============================>.] - ETA: 22s - loss: 342.8242 - logits_profile_predictions_loss: 339.8085 - logcount_predictions_loss: 0.4639 2339/2386 [============================>.] - ETA: 22s - loss: 342.8238 - logits_profile_predictions_loss: 339.8081 - logcount_predictions_loss: 0.4639 2340/2386 [============================>.] - ETA: 22s - loss: 342.8234 - logits_profile_predictions_loss: 339.8077 - logcount_predictions_loss: 0.4639 2341/2386 [============================>.] - ETA: 21s - loss: 342.8229 - logits_profile_predictions_loss: 339.8073 - logcount_predictions_loss: 0.4639 2342/2386 [============================>.] - ETA: 21s - loss: 342.8225 - 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[============================>.] - ETA: 17s - loss: 342.8196 - logits_profile_predictions_loss: 339.8042 - logcount_predictions_loss: 0.4639 2350/2386 [============================>.] - ETA: 17s - loss: 342.8192 - logits_profile_predictions_loss: 339.8038 - logcount_predictions_loss: 0.4639 2351/2386 [============================>.] - ETA: 16s - loss: 342.8188 - logits_profile_predictions_loss: 339.8034 - logcount_predictions_loss: 0.4639 2352/2386 [============================>.] - ETA: 16s - loss: 342.8184 - logits_profile_predictions_loss: 339.8030 - logcount_predictions_loss: 0.4639 2353/2386 [============================>.] - ETA: 15s - loss: 342.8180 - logits_profile_predictions_loss: 339.8027 - logcount_predictions_loss: 0.4639 2354/2386 [============================>.] - ETA: 15s - loss: 342.8177 - logits_profile_predictions_loss: 339.8023 - logcount_predictions_loss: 0.4639 2355/2386 [============================>.] - ETA: 14s - loss: 342.8173 - logits_profile_predictions_loss: 339.8019 - logcount_predictions_loss: 0.4639 2356/2386 [============================>.] - ETA: 14s - loss: 342.8169 - logits_profile_predictions_loss: 339.8016 - logcount_predictions_loss: 0.4639 2357/2386 [============================>.] - ETA: 13s - loss: 342.8165 - logits_profile_predictions_loss: 339.8012 - logcount_predictions_loss: 0.4639 2358/2386 [============================>.] - ETA: 13s - loss: 342.8162 - logits_profile_predictions_loss: 339.8009 - logcount_predictions_loss: 0.4639 2359/2386 [============================>.] - ETA: 12s - loss: 342.8158 - logits_profile_predictions_loss: 339.8005 - logcount_predictions_loss: 0.4639 2360/2386 [============================>.] - ETA: 12s - loss: 342.8154 - logits_profile_predictions_loss: 339.8002 - logcount_predictions_loss: 0.4639 2361/2386 [============================>.] - ETA: 11s - loss: 342.8150 - logits_profile_predictions_loss: 339.7998 - logcount_predictions_loss: 0.4639 2362/2386 [============================>.] - ETA: 11s - loss: 342.8147 - logits_profile_predictions_loss: 339.7995 - logcount_predictions_loss: 0.4639 2363/2386 [============================>.] - ETA: 11s - loss: 342.8143 - logits_profile_predictions_loss: 339.7991 - logcount_predictions_loss: 0.4639 2364/2386 [============================>.] - ETA: 10s - loss: 342.8139 - logits_profile_predictions_loss: 339.7987 - logcount_predictions_loss: 0.4638 2365/2386 [============================>.] - ETA: 10s - loss: 342.8135 - logits_profile_predictions_loss: 339.7983 - logcount_predictions_loss: 0.4638 2366/2386 [============================>.] - ETA: 9s - loss: 342.8131 - logits_profile_predictions_loss: 339.7980 - logcount_predictions_loss: 0.4638  2367/2386 [============================>.] - ETA: 9s - loss: 342.8127 - logits_profile_predictions_loss: 339.7976 - logcount_predictions_loss: 0.4638 2368/2386 [============================>.] - ETA: 8s - loss: 342.8123 - logits_profile_predictions_loss: 339.7972 - logcount_predictions_loss: 0.4638 2369/2386 [============================>.] - ETA: 8s - loss: 342.8119 - logits_profile_predictions_loss: 339.7968 - logcount_predictions_loss: 0.4638 2370/2386 [============================>.] - ETA: 7s - loss: 342.8115 - logits_profile_predictions_loss: 339.7964 - logcount_predictions_loss: 0.4638 2371/2386 [============================>.] - ETA: 7s - loss: 342.8111 - logits_profile_predictions_loss: 339.7960 - logcount_predictions_loss: 0.4638 2372/2386 [============================>.] - ETA: 6s - loss: 342.8107 - logits_profile_predictions_loss: 339.7957 - logcount_predictions_loss: 0.4638 2373/2386 [============================>.] - ETA: 6s - loss: 342.8104 - logits_profile_predictions_loss: 339.7953 - logcount_predictions_loss: 0.4638 2374/2386 [============================>.] - ETA: 5s - loss: 342.8100 - logits_profile_predictions_loss: 339.7950 - logcount_predictions_loss: 0.4638 2375/2386 [============================>.] - ETA: 5s - 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2382/2386 [============================>.] - ETA: 1s - loss: 342.8070 - logits_profile_predictions_loss: 339.7922 - logcount_predictions_loss: 0.4638 2383/2386 [============================>.] - ETA: 1s - loss: 342.8067 - logits_profile_predictions_loss: 339.7918 - logcount_predictions_loss: 0.4638 2384/2386 [============================>.] - ETA: 0s - loss: 342.8063 - logits_profile_predictions_loss: 339.7915 - logcount_predictions_loss: 0.4638 2385/2386 [============================>.] - ETA: 0s - loss: 342.8059 - logits_profile_predictions_loss: 339.7911 - logcount_predictions_loss: 0.4638 2386/2386 [==============================] - ETA: 0s - loss: 342.8056 - logits_profile_predictions_loss: 339.7908 - logcount_predictions_loss: 0.4638 2386/2386 [==============================] - 1198s 502ms/step - loss: 342.8052 - logits_profile_predictions_loss: 339.7904 - logcount_predictions_loss: 0.4638 - val_loss: 404.8652 - val_logits_profile_predictions_loss: 402.2358 - val_logcount_predictions_loss: 0.4045 + +Epoch 00004: val_loss did not improve from 404.48831 +Epoch 5/50 + 1/2386 [..............................] - ETA: 20:31 - loss: 352.6133 - logits_profile_predictions_loss: 349.9805 - logcount_predictions_loss: 0.4050 2/2386 [..............................] - ETA: 18:32 - loss: 344.5349 - logits_profile_predictions_loss: 342.0092 - logcount_predictions_loss: 0.3886 3/2386 [..............................] - ETA: 18:40 - loss: 341.5408 - logits_profile_predictions_loss: 338.9434 - logcount_predictions_loss: 0.3996 4/2386 [..............................] - ETA: 18:40 - loss: 344.8309 - logits_profile_predictions_loss: 342.1532 - logcount_predictions_loss: 0.4120 5/2386 [..............................] - ETA: 18:39 - loss: 342.5512 - logits_profile_predictions_loss: 339.8618 - logcount_predictions_loss: 0.4137 6/2386 [..............................] - ETA: 18:42 - loss: 340.8861 - logits_profile_predictions_loss: 338.2050 - logcount_predictions_loss: 0.4125 7/2386 [..............................] - ETA: 18:41 - loss: 339.4688 - logits_profile_predictions_loss: 336.7862 - logcount_predictions_loss: 0.4127 8/2386 [..............................] - ETA: 18:42 - loss: 338.2322 - logits_profile_predictions_loss: 335.5529 - logcount_predictions_loss: 0.4122 9/2386 [..............................] - ETA: 18:41 - loss: 337.2555 - logits_profile_predictions_loss: 334.5729 - logcount_predictions_loss: 0.4127 10/2386 [..............................] - ETA: 18:41 - loss: 335.6764 - logits_profile_predictions_loss: 332.9927 - logcount_predictions_loss: 0.4129 11/2386 [..............................] - ETA: 18:41 - loss: 334.1048 - logits_profile_predictions_loss: 331.4235 - logcount_predictions_loss: 0.4125 12/2386 [..............................] - ETA: 18:40 - loss: 332.7829 - logits_profile_predictions_loss: 330.1059 - logcount_predictions_loss: 0.4119 13/2386 [..............................] - ETA: 18:40 - loss: 331.6604 - logits_profile_predictions_loss: 328.9896 - logcount_predictions_loss: 0.4109 14/2386 [..............................] - ETA: 18:39 - loss: 331.3591 - logits_profile_predictions_loss: 328.6750 - logcount_predictions_loss: 0.4129 15/2386 [..............................] - ETA: 18:39 - loss: 331.2551 - logits_profile_predictions_loss: 328.5610 - logcount_predictions_loss: 0.4145 16/2386 [..............................] - ETA: 18:39 - loss: 331.1356 - logits_profile_predictions_loss: 328.4331 - logcount_predictions_loss: 0.4158 17/2386 [..............................] - ETA: 18:40 - loss: 331.1768 - logits_profile_predictions_loss: 328.4667 - logcount_predictions_loss: 0.4169 18/2386 [..............................] - ETA: 18:39 - loss: 331.1329 - logits_profile_predictions_loss: 328.4092 - logcount_predictions_loss: 0.4190 19/2386 [..............................] - ETA: 18:39 - loss: 331.0367 - logits_profile_predictions_loss: 328.2889 - logcount_predictions_loss: 0.4227 20/2386 [..............................] - ETA: 18:38 - loss: 331.0357 - logits_profile_predictions_loss: 328.2640 - logcount_predictions_loss: 0.4264 21/2386 [..............................] - ETA: 18:39 - loss: 331.1585 - logits_profile_predictions_loss: 328.3660 - logcount_predictions_loss: 0.4296 22/2386 [..............................] - ETA: 18:38 - loss: 331.3480 - logits_profile_predictions_loss: 328.5350 - logcount_predictions_loss: 0.4328 23/2386 [..............................] - ETA: 18:38 - loss: 331.4954 - logits_profile_predictions_loss: 328.6638 - logcount_predictions_loss: 0.4356 24/2386 [..............................] - ETA: 18:38 - loss: 331.6825 - logits_profile_predictions_loss: 328.8303 - logcount_predictions_loss: 0.4388 25/2386 [..............................] - ETA: 18:37 - loss: 331.7633 - logits_profile_predictions_loss: 328.8928 - logcount_predictions_loss: 0.4416 26/2386 [..............................] - ETA: 18:37 - loss: 331.9088 - logits_profile_predictions_loss: 329.0188 - logcount_predictions_loss: 0.4446 27/2386 [..............................] - ETA: 18:36 - loss: 331.9684 - logits_profile_predictions_loss: 329.0612 - logcount_predictions_loss: 0.4473 28/2386 [..............................] - ETA: 18:36 - loss: 331.9448 - logits_profile_predictions_loss: 329.0241 - logcount_predictions_loss: 0.4493 29/2386 [..............................] - ETA: 18:36 - loss: 331.9012 - logits_profile_predictions_loss: 328.9683 - logcount_predictions_loss: 0.4512 30/2386 [..............................] - ETA: 18:35 - loss: 331.8848 - logits_profile_predictions_loss: 328.9420 - logcount_predictions_loss: 0.4527 31/2386 [..............................] - ETA: 18:35 - loss: 331.8933 - logits_profile_predictions_loss: 328.9407 - logcount_predictions_loss: 0.4543 32/2386 [..............................] - ETA: 18:35 - loss: 331.9148 - logits_profile_predictions_loss: 328.9511 - logcount_predictions_loss: 0.4560 33/2386 [..............................] - ETA: 18:34 - loss: 331.9663 - logits_profile_predictions_loss: 328.9919 - logcount_predictions_loss: 0.4576 34/2386 [..............................] - ETA: 18:34 - loss: 331.9989 - logits_profile_predictions_loss: 329.0143 - logcount_predictions_loss: 0.4592 35/2386 [..............................] - ETA: 18:33 - loss: 332.0410 - logits_profile_predictions_loss: 329.0465 - logcount_predictions_loss: 0.4607 36/2386 [..............................] - ETA: 18:33 - loss: 332.0605 - logits_profile_predictions_loss: 329.0575 - logcount_predictions_loss: 0.4620 37/2386 [..............................] - ETA: 18:33 - loss: 332.0926 - logits_profile_predictions_loss: 329.0825 - logcount_predictions_loss: 0.4631 38/2386 [..............................] - ETA: 18:32 - loss: 332.1568 - logits_profile_predictions_loss: 329.1386 - logcount_predictions_loss: 0.4643 39/2386 [..............................] - ETA: 18:32 - loss: 332.2162 - logits_profile_predictions_loss: 329.1915 - logcount_predictions_loss: 0.4653 40/2386 [..............................] - ETA: 18:32 - loss: 332.2747 - logits_profile_predictions_loss: 329.2437 - logcount_predictions_loss: 0.4663 41/2386 [..............................] - ETA: 18:31 - loss: 332.3912 - logits_profile_predictions_loss: 329.3548 - logcount_predictions_loss: 0.4671 42/2386 [..............................] - ETA: 18:31 - loss: 332.4910 - logits_profile_predictions_loss: 329.4500 - logcount_predictions_loss: 0.4679 43/2386 [..............................] - ETA: 18:30 - loss: 332.5610 - logits_profile_predictions_loss: 329.5161 - logcount_predictions_loss: 0.4685 44/2386 [..............................] - ETA: 18:30 - loss: 332.6455 - logits_profile_predictions_loss: 329.5973 - logcount_predictions_loss: 0.4690 45/2386 [..............................] - ETA: 18:30 - loss: 332.6911 - logits_profile_predictions_loss: 329.6402 - logcount_predictions_loss: 0.4694 46/2386 [..............................] - ETA: 18:29 - loss: 332.7378 - logits_profile_predictions_loss: 329.6846 - logcount_predictions_loss: 0.4697 47/2386 [..............................] - ETA: 18:29 - loss: 332.8015 - logits_profile_predictions_loss: 329.7463 - logcount_predictions_loss: 0.4700 48/2386 [..............................] - ETA: 18:28 - loss: 332.9035 - logits_profile_predictions_loss: 329.8467 - logcount_predictions_loss: 0.4703 49/2386 [..............................] - ETA: 18:28 - loss: 333.0134 - logits_profile_predictions_loss: 329.9555 - logcount_predictions_loss: 0.4705 50/2386 [..............................] - ETA: 18:27 - loss: 333.1655 - logits_profile_predictions_loss: 330.1064 - logcount_predictions_loss: 0.4706 51/2386 [..............................] - ETA: 18:27 - loss: 333.3401 - logits_profile_predictions_loss: 330.2800 - logcount_predictions_loss: 0.4708 52/2386 [..............................] - ETA: 18:26 - loss: 333.5150 - logits_profile_predictions_loss: 330.4541 - logcount_predictions_loss: 0.4709 53/2386 [..............................] - ETA: 18:26 - loss: 333.6767 - logits_profile_predictions_loss: 330.6156 - logcount_predictions_loss: 0.4709 54/2386 [..............................] - ETA: 18:25 - loss: 333.8299 - logits_profile_predictions_loss: 330.7688 - logcount_predictions_loss: 0.4709 55/2386 [..............................] - ETA: 18:25 - loss: 333.9751 - logits_profile_predictions_loss: 330.9138 - logcount_predictions_loss: 0.4710 56/2386 [..............................] - ETA: 18:25 - loss: 334.0939 - logits_profile_predictions_loss: 331.0328 - logcount_predictions_loss: 0.4709 57/2386 [..............................] - ETA: 18:24 - loss: 334.2059 - logits_profile_predictions_loss: 331.1451 - logcount_predictions_loss: 0.4709 58/2386 [..............................] - ETA: 18:24 - loss: 334.3126 - logits_profile_predictions_loss: 331.2525 - logcount_predictions_loss: 0.4708 59/2386 [..............................] - ETA: 18:23 - loss: 334.4134 - logits_profile_predictions_loss: 331.3542 - logcount_predictions_loss: 0.4706 60/2386 [..............................] - ETA: 18:23 - loss: 334.5003 - logits_profile_predictions_loss: 331.4423 - logcount_predictions_loss: 0.4705 61/2386 [..............................] - ETA: 18:23 - loss: 334.5765 - logits_profile_predictions_loss: 331.5198 - logcount_predictions_loss: 0.4703 62/2386 [..............................] - ETA: 18:22 - loss: 334.6545 - logits_profile_predictions_loss: 331.5989 - logcount_predictions_loss: 0.4701 63/2386 [..............................] - ETA: 18:22 - loss: 334.7284 - logits_profile_predictions_loss: 331.6739 - logcount_predictions_loss: 0.4699 64/2386 [..............................] - ETA: 18:21 - loss: 334.8023 - logits_profile_predictions_loss: 331.7488 - logcount_predictions_loss: 0.4698 65/2386 [..............................] - ETA: 18:21 - loss: 334.8810 - logits_profile_predictions_loss: 331.8285 - logcount_predictions_loss: 0.4696 66/2386 [..............................] - ETA: 18:20 - loss: 334.9594 - logits_profile_predictions_loss: 331.9079 - logcount_predictions_loss: 0.4695 67/2386 [..............................] - ETA: 18:20 - loss: 335.0330 - logits_profile_predictions_loss: 331.9828 - logcount_predictions_loss: 0.4693 68/2386 [..............................] - ETA: 18:20 - loss: 335.0972 - logits_profile_predictions_loss: 332.0484 - logcount_predictions_loss: 0.4691 69/2386 [..............................] - ETA: 18:19 - loss: 335.1477 - logits_profile_predictions_loss: 332.1003 - logcount_predictions_loss: 0.4688 70/2386 [..............................] - ETA: 18:19 - loss: 335.2050 - logits_profile_predictions_loss: 332.1587 - logcount_predictions_loss: 0.4687 71/2386 [..............................] - ETA: 18:18 - loss: 335.2543 - logits_profile_predictions_loss: 332.2090 - logcount_predictions_loss: 0.4685 72/2386 [..............................] - ETA: 18:18 - loss: 335.2980 - logits_profile_predictions_loss: 332.2536 - logcount_predictions_loss: 0.4684 73/2386 [..............................] - ETA: 18:17 - loss: 335.3516 - logits_profile_predictions_loss: 332.3081 - logcount_predictions_loss: 0.4682 74/2386 [..............................] - ETA: 18:17 - loss: 335.4062 - logits_profile_predictions_loss: 332.3635 - logcount_predictions_loss: 0.4681 75/2386 [..............................] - ETA: 18:17 - loss: 335.4574 - logits_profile_predictions_loss: 332.4156 - logcount_predictions_loss: 0.4680 76/2386 [..............................] - ETA: 18:16 - loss: 335.4918 - logits_profile_predictions_loss: 332.4511 - logcount_predictions_loss: 0.4678 77/2386 [..............................] - ETA: 18:16 - loss: 335.5231 - logits_profile_predictions_loss: 332.4835 - logcount_predictions_loss: 0.4676 78/2386 [..............................] - ETA: 18:15 - loss: 335.5553 - 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[====>.........................] - ETA: 15:12 - loss: 338.3938 - logits_profile_predictions_loss: 335.5065 - logcount_predictions_loss: 0.4442 476/2386 [====>.........................] - ETA: 15:11 - loss: 338.3918 - logits_profile_predictions_loss: 335.5046 - logcount_predictions_loss: 0.4442 477/2386 [====>.........................] - ETA: 15:11 - loss: 338.3898 - logits_profile_predictions_loss: 335.5028 - logcount_predictions_loss: 0.4441 478/2386 [=====>........................] - ETA: 15:10 - loss: 338.3878 - logits_profile_predictions_loss: 335.5010 - logcount_predictions_loss: 0.4441 479/2386 [=====>........................] - ETA: 15:10 - loss: 338.3856 - logits_profile_predictions_loss: 335.4989 - logcount_predictions_loss: 0.4441 480/2386 [=====>........................] - ETA: 15:09 - loss: 338.3832 - logits_profile_predictions_loss: 335.4968 - logcount_predictions_loss: 0.4441 481/2386 [=====>........................] - ETA: 15:09 - loss: 338.3809 - logits_profile_predictions_loss: 335.4946 - logcount_predictions_loss: 0.4440 482/2386 [=====>........................] - ETA: 15:08 - loss: 338.3785 - logits_profile_predictions_loss: 335.4924 - logcount_predictions_loss: 0.4440 483/2386 [=====>........................] - ETA: 15:08 - loss: 338.3760 - logits_profile_predictions_loss: 335.4901 - logcount_predictions_loss: 0.4440 484/2386 [=====>........................] - ETA: 15:07 - loss: 338.3733 - logits_profile_predictions_loss: 335.4876 - logcount_predictions_loss: 0.4439 485/2386 [=====>........................] - ETA: 15:07 - loss: 338.3704 - logits_profile_predictions_loss: 335.4849 - logcount_predictions_loss: 0.4439 486/2386 [=====>........................] - ETA: 15:07 - loss: 338.3674 - logits_profile_predictions_loss: 335.4820 - logcount_predictions_loss: 0.4439 487/2386 [=====>........................] - ETA: 15:06 - loss: 338.3641 - logits_profile_predictions_loss: 335.4789 - logcount_predictions_loss: 0.4439 488/2386 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logits_profile_predictions_loss: 338.4539 - logcount_predictions_loss: 0.4214 375/2386 [===>..........................] - ETA: 15:59 - loss: 341.1866 - logits_profile_predictions_loss: 338.4475 - logcount_predictions_loss: 0.4214 376/2386 [===>..........................] - ETA: 15:59 - loss: 341.1808 - logits_profile_predictions_loss: 338.4418 - logcount_predictions_loss: 0.4214 377/2386 [===>..........................] - ETA: 15:58 - loss: 341.1749 - logits_profile_predictions_loss: 338.4360 - logcount_predictions_loss: 0.4214 378/2386 [===>..........................] - ETA: 15:58 - loss: 341.1687 - logits_profile_predictions_loss: 338.4299 - logcount_predictions_loss: 0.4214 379/2386 [===>..........................] - ETA: 15:57 - loss: 341.1624 - logits_profile_predictions_loss: 338.4237 - logcount_predictions_loss: 0.4213 380/2386 [===>..........................] - ETA: 15:57 - loss: 341.1561 - logits_profile_predictions_loss: 338.4176 - logcount_predictions_loss: 0.4213 381/2386 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logits_profile_predictions_loss: 337.8660 - logcount_predictions_loss: 0.4203 466/2386 [====>.........................] - ETA: 15:16 - loss: 340.5912 - logits_profile_predictions_loss: 337.8594 - logcount_predictions_loss: 0.4203 467/2386 [====>.........................] - ETA: 15:15 - loss: 340.5850 - logits_profile_predictions_loss: 337.8533 - logcount_predictions_loss: 0.4203 468/2386 [====>.........................] - ETA: 15:15 - loss: 340.5786 - logits_profile_predictions_loss: 337.8469 - logcount_predictions_loss: 0.4203 469/2386 [====>.........................] - ETA: 15:15 - loss: 340.5722 - logits_profile_predictions_loss: 337.8406 - logcount_predictions_loss: 0.4203 470/2386 [====>.........................] - ETA: 15:14 - loss: 340.5660 - logits_profile_predictions_loss: 337.8345 - logcount_predictions_loss: 0.4202 471/2386 [====>.........................] - ETA: 15:14 - loss: 340.5604 - logits_profile_predictions_loss: 337.8289 - logcount_predictions_loss: 0.4202 472/2386 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[..............................] - ETA: 18:38 - loss: 343.3382 - logits_profile_predictions_loss: 340.2109 - logcount_predictions_loss: 0.4811 29/2386 [..............................] - ETA: 18:38 - loss: 343.0891 - logits_profile_predictions_loss: 339.9737 - logcount_predictions_loss: 0.4793 30/2386 [..............................] - ETA: 18:37 - loss: 342.7808 - logits_profile_predictions_loss: 339.6760 - logcount_predictions_loss: 0.4777 31/2386 [..............................] - ETA: 18:37 - loss: 342.4965 - logits_profile_predictions_loss: 339.4008 - logcount_predictions_loss: 0.4763 32/2386 [..............................] - ETA: 18:37 - loss: 342.2197 - logits_profile_predictions_loss: 339.1325 - logcount_predictions_loss: 0.4749 33/2386 [..............................] - ETA: 18:36 - loss: 341.9543 - logits_profile_predictions_loss: 338.8744 - logcount_predictions_loss: 0.4738 34/2386 [..............................] - ETA: 18:36 - loss: 341.6895 - 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logits_profile_predictions_loss: 335.1566 - logcount_predictions_loss: 0.4094 334/2386 [===>..........................] - ETA: 16:20 - loss: 337.8070 - logits_profile_predictions_loss: 335.1466 - logcount_predictions_loss: 0.4093 335/2386 [===>..........................] - ETA: 16:20 - loss: 337.7965 - logits_profile_predictions_loss: 335.1363 - logcount_predictions_loss: 0.4093 336/2386 [===>..........................] - ETA: 16:19 - loss: 337.7862 - logits_profile_predictions_loss: 335.1264 - logcount_predictions_loss: 0.4092 337/2386 [===>..........................] - ETA: 16:19 - loss: 337.7760 - logits_profile_predictions_loss: 335.1164 - logcount_predictions_loss: 0.4092 338/2386 [===>..........................] - ETA: 16:18 - loss: 337.7654 - logits_profile_predictions_loss: 335.1061 - logcount_predictions_loss: 0.4091 339/2386 [===>..........................] - ETA: 16:18 - loss: 337.7555 - logits_profile_predictions_loss: 335.0965 - logcount_predictions_loss: 0.4091 340/2386 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logits_profile_predictions_loss: 335.0337 - logcount_predictions_loss: 0.4088 347/2386 [===>..........................] - ETA: 16:14 - loss: 337.6824 - logits_profile_predictions_loss: 335.0257 - logcount_predictions_loss: 0.4087 348/2386 [===>..........................] - ETA: 16:14 - loss: 337.6739 - logits_profile_predictions_loss: 335.0174 - logcount_predictions_loss: 0.4087 349/2386 [===>..........................] - ETA: 16:13 - loss: 337.6652 - logits_profile_predictions_loss: 335.0091 - logcount_predictions_loss: 0.4087 350/2386 [===>..........................] - ETA: 16:13 - loss: 337.6561 - logits_profile_predictions_loss: 335.0003 - logcount_predictions_loss: 0.4086 351/2386 [===>..........................] - ETA: 16:12 - loss: 337.6467 - logits_profile_predictions_loss: 334.9912 - logcount_predictions_loss: 0.4086 352/2386 [===>..........................] - ETA: 16:12 - loss: 337.6374 - logits_profile_predictions_loss: 334.9821 - logcount_predictions_loss: 0.4085 353/2386 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logits_profile_predictions_loss: 334.9290 - logcount_predictions_loss: 0.4082 360/2386 [===>..........................] - ETA: 16:08 - loss: 337.5755 - logits_profile_predictions_loss: 334.9227 - logcount_predictions_loss: 0.4081 361/2386 [===>..........................] - ETA: 16:07 - loss: 337.5691 - logits_profile_predictions_loss: 334.9166 - logcount_predictions_loss: 0.4081 362/2386 [===>..........................] - ETA: 16:07 - loss: 337.5623 - logits_profile_predictions_loss: 334.9101 - logcount_predictions_loss: 0.4080 363/2386 [===>..........................] - ETA: 16:06 - loss: 337.5561 - logits_profile_predictions_loss: 334.9042 - logcount_predictions_loss: 0.4080 364/2386 [===>..........................] - ETA: 16:06 - loss: 337.5499 - logits_profile_predictions_loss: 334.8983 - logcount_predictions_loss: 0.4080 365/2386 [===>..........................] - ETA: 16:06 - loss: 337.5439 - logits_profile_predictions_loss: 334.8926 - logcount_predictions_loss: 0.4079 366/2386 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logits_profile_predictions_loss: 334.8450 - logcount_predictions_loss: 0.4076 373/2386 [===>..........................] - ETA: 16:02 - loss: 337.4863 - logits_profile_predictions_loss: 334.8374 - logcount_predictions_loss: 0.4075 374/2386 [===>..........................] - ETA: 16:01 - loss: 337.4784 - logits_profile_predictions_loss: 334.8298 - logcount_predictions_loss: 0.4075 375/2386 [===>..........................] - ETA: 16:01 - loss: 337.4708 - logits_profile_predictions_loss: 334.8225 - logcount_predictions_loss: 0.4074 376/2386 [===>..........................] - ETA: 16:00 - loss: 337.4630 - logits_profile_predictions_loss: 334.8150 - logcount_predictions_loss: 0.4074 377/2386 [===>..........................] - ETA: 16:00 - loss: 337.4554 - logits_profile_predictions_loss: 334.8076 - logcount_predictions_loss: 0.4074 378/2386 [===>..........................] - ETA: 15:59 - loss: 337.4484 - logits_profile_predictions_loss: 334.8009 - logcount_predictions_loss: 0.4073 379/2386 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logits_profile_predictions_loss: 334.7513 - logcount_predictions_loss: 0.4070 386/2386 [===>..........................] - ETA: 15:56 - loss: 337.3889 - logits_profile_predictions_loss: 334.7436 - logcount_predictions_loss: 0.4070 387/2386 [===>..........................] - ETA: 15:55 - loss: 337.3816 - logits_profile_predictions_loss: 334.7366 - logcount_predictions_loss: 0.4069 388/2386 [===>..........................] - ETA: 15:55 - loss: 337.3750 - logits_profile_predictions_loss: 334.7303 - logcount_predictions_loss: 0.4069 389/2386 [===>..........................] - ETA: 15:54 - loss: 337.3684 - logits_profile_predictions_loss: 334.7240 - logcount_predictions_loss: 0.4069 390/2386 [===>..........................] - ETA: 15:54 - loss: 337.3617 - logits_profile_predictions_loss: 334.7175 - logcount_predictions_loss: 0.4068 391/2386 [===>..........................] - ETA: 15:53 - loss: 337.3548 - logits_profile_predictions_loss: 334.7108 - logcount_predictions_loss: 0.4068 392/2386 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[====>.........................] - ETA: 15:47 - loss: 337.2601 - logits_profile_predictions_loss: 334.6195 - logcount_predictions_loss: 0.4063 406/2386 [====>.........................] - ETA: 15:46 - loss: 337.2531 - logits_profile_predictions_loss: 334.6127 - logcount_predictions_loss: 0.4062 407/2386 [====>.........................] - ETA: 15:46 - loss: 337.2465 - logits_profile_predictions_loss: 334.6064 - logcount_predictions_loss: 0.4062 408/2386 [====>.........................] - ETA: 15:45 - loss: 337.2401 - logits_profile_predictions_loss: 334.6002 - logcount_predictions_loss: 0.4062 409/2386 [====>.........................] - ETA: 15:45 - loss: 337.2336 - logits_profile_predictions_loss: 334.5939 - logcount_predictions_loss: 0.4061 410/2386 [====>.........................] - ETA: 15:44 - loss: 337.2272 - logits_profile_predictions_loss: 334.5877 - logcount_predictions_loss: 0.4061 411/2386 [====>.........................] - ETA: 15:44 - loss: 337.2204 - 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[====>.........................] - ETA: 15:34 - loss: 337.0965 - logits_profile_predictions_loss: 334.4618 - logcount_predictions_loss: 0.4054 432/2386 [====>.........................] - ETA: 15:34 - loss: 337.0914 - logits_profile_predictions_loss: 334.4569 - logcount_predictions_loss: 0.4053 433/2386 [====>.........................] - ETA: 15:33 - loss: 337.0864 - logits_profile_predictions_loss: 334.4521 - logcount_predictions_loss: 0.4053 434/2386 [====>.........................] - ETA: 15:33 - loss: 337.0812 - logits_profile_predictions_loss: 334.4471 - logcount_predictions_loss: 0.4053 435/2386 [====>.........................] - ETA: 15:32 - loss: 337.0759 - logits_profile_predictions_loss: 334.4419 - logcount_predictions_loss: 0.4052 436/2386 [====>.........................] - ETA: 15:32 - loss: 337.0703 - logits_profile_predictions_loss: 334.4366 - logcount_predictions_loss: 0.4052 437/2386 [====>.........................] - ETA: 15:31 - loss: 337.0651 - logits_profile_predictions_loss: 334.4316 - logcount_predictions_loss: 0.4052 438/2386 [====>.........................] - ETA: 15:31 - loss: 337.0595 - logits_profile_predictions_loss: 334.4262 - logcount_predictions_loss: 0.4051 439/2386 [====>.........................] - ETA: 15:30 - loss: 337.0539 - logits_profile_predictions_loss: 334.4207 - logcount_predictions_loss: 0.4051 440/2386 [====>.........................] - ETA: 15:30 - loss: 337.0479 - logits_profile_predictions_loss: 334.4149 - logcount_predictions_loss: 0.4051 441/2386 [====>.........................] - ETA: 15:29 - loss: 337.0416 - logits_profile_predictions_loss: 334.4089 - logcount_predictions_loss: 0.4051 442/2386 [====>.........................] - ETA: 15:29 - loss: 337.0352 - logits_profile_predictions_loss: 334.4027 - logcount_predictions_loss: 0.4050 443/2386 [====>.........................] - ETA: 15:29 - loss: 337.0288 - logits_profile_predictions_loss: 334.3964 - logcount_predictions_loss: 0.4050 444/2386 [====>.........................] - ETA: 15:28 - loss: 337.0225 - logits_profile_predictions_loss: 334.3903 - logcount_predictions_loss: 0.4050 445/2386 [====>.........................] - ETA: 15:28 - loss: 337.0160 - logits_profile_predictions_loss: 334.3841 - logcount_predictions_loss: 0.4049 446/2386 [====>.........................] - ETA: 15:27 - loss: 337.0093 - logits_profile_predictions_loss: 334.3776 - logcount_predictions_loss: 0.4049 447/2386 [====>.........................] - ETA: 15:27 - loss: 337.0027 - logits_profile_predictions_loss: 334.3712 - logcount_predictions_loss: 0.4049 448/2386 [====>.........................] - ETA: 15:26 - loss: 336.9963 - logits_profile_predictions_loss: 334.3650 - logcount_predictions_loss: 0.4048 449/2386 [====>.........................] - ETA: 15:26 - loss: 336.9899 - logits_profile_predictions_loss: 334.3588 - logcount_predictions_loss: 0.4048 450/2386 [====>.........................] - ETA: 15:25 - loss: 336.9841 - 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0.3987 - val_loss: 401.4906 - val_logits_profile_predictions_loss: 398.3964 - val_logcount_predictions_loss: 0.4760 + +Epoch 00007: val_loss improved from 402.01730 to 401.49060, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 8/50 + 1/2386 [..............................] - ETA: 20:41 - loss: 346.2582 - logits_profile_predictions_loss: 344.1102 - logcount_predictions_loss: 0.3305 2/2386 [..............................] - ETA: 18:47 - loss: 337.7904 - logits_profile_predictions_loss: 335.3347 - logcount_predictions_loss: 0.3778 3/2386 [..............................] - ETA: 18:47 - loss: 343.3594 - logits_profile_predictions_loss: 340.7059 - logcount_predictions_loss: 0.4082 4/2386 [..............................] - ETA: 18:46 - loss: 350.8220 - logits_profile_predictions_loss: 348.0969 - logcount_predictions_loss: 0.4193 5/2386 [..............................] - ETA: 18:46 - loss: 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[..............................] - ETA: 18:36 - loss: 326.7424 - logits_profile_predictions_loss: 324.5985 - logcount_predictions_loss: 0.3298 36/2386 [..............................] - ETA: 18:36 - loss: 326.7150 - logits_profile_predictions_loss: 324.5666 - logcount_predictions_loss: 0.3305 37/2386 [..............................] - ETA: 18:35 - loss: 326.6587 - logits_profile_predictions_loss: 324.5066 - logcount_predictions_loss: 0.3311 38/2386 [..............................] - ETA: 18:35 - loss: 326.5575 - logits_profile_predictions_loss: 324.4010 - logcount_predictions_loss: 0.3318 39/2386 [..............................] - ETA: 18:34 - loss: 326.4967 - logits_profile_predictions_loss: 324.3356 - logcount_predictions_loss: 0.3325 40/2386 [..............................] - ETA: 18:34 - loss: 326.4338 - logits_profile_predictions_loss: 324.2681 - logcount_predictions_loss: 0.3332 41/2386 [..............................] - ETA: 18:34 - loss: 326.4234 - 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[..............................] - ETA: 18:31 - loss: 326.4006 - logits_profile_predictions_loss: 324.2043 - logcount_predictions_loss: 0.3379 49/2386 [..............................] - ETA: 18:30 - loss: 326.4177 - logits_profile_predictions_loss: 324.2184 - logcount_predictions_loss: 0.3384 50/2386 [..............................] - ETA: 18:30 - loss: 326.4134 - logits_profile_predictions_loss: 324.2114 - logcount_predictions_loss: 0.3388 51/2386 [..............................] - ETA: 18:29 - loss: 326.3937 - logits_profile_predictions_loss: 324.1891 - logcount_predictions_loss: 0.3392 52/2386 [..............................] - ETA: 18:29 - loss: 326.3665 - logits_profile_predictions_loss: 324.1596 - logcount_predictions_loss: 0.3395 53/2386 [..............................] - ETA: 18:29 - loss: 326.3578 - logits_profile_predictions_loss: 324.1486 - logcount_predictions_loss: 0.3399 54/2386 [..............................] - ETA: 18:28 - loss: 326.3867 - 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[..............................] - ETA: 18:25 - loss: 326.6910 - logits_profile_predictions_loss: 324.4616 - logcount_predictions_loss: 0.3430 62/2386 [..............................] - ETA: 18:25 - loss: 326.7372 - logits_profile_predictions_loss: 324.5055 - logcount_predictions_loss: 0.3433 63/2386 [..............................] - ETA: 18:24 - loss: 326.7937 - logits_profile_predictions_loss: 324.5601 - logcount_predictions_loss: 0.3436 64/2386 [..............................] - ETA: 18:24 - loss: 326.8339 - logits_profile_predictions_loss: 324.5985 - logcount_predictions_loss: 0.3439 65/2386 [..............................] - ETA: 18:24 - loss: 326.8668 - logits_profile_predictions_loss: 324.6292 - logcount_predictions_loss: 0.3442 66/2386 [..............................] - ETA: 18:23 - loss: 326.8974 - logits_profile_predictions_loss: 324.6580 - logcount_predictions_loss: 0.3445 67/2386 [..............................] - ETA: 18:23 - loss: 326.9207 - 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[..............................] - ETA: 18:19 - loss: 327.0711 - logits_profile_predictions_loss: 324.8205 - logcount_predictions_loss: 0.3463 75/2386 [..............................] - ETA: 18:19 - loss: 327.0990 - logits_profile_predictions_loss: 324.8474 - logcount_predictions_loss: 0.3464 76/2386 [..............................] - ETA: 18:18 - loss: 327.1266 - logits_profile_predictions_loss: 324.8741 - logcount_predictions_loss: 0.3465 77/2386 [..............................] - ETA: 18:18 - loss: 327.1523 - logits_profile_predictions_loss: 324.8989 - logcount_predictions_loss: 0.3467 78/2386 [..............................] - ETA: 18:18 - loss: 327.1876 - logits_profile_predictions_loss: 324.9334 - logcount_predictions_loss: 0.3468 79/2386 [..............................] - ETA: 18:17 - loss: 327.2239 - logits_profile_predictions_loss: 324.9690 - logcount_predictions_loss: 0.3469 80/2386 [>.............................] - ETA: 18:17 - loss: 327.2692 - 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logits_profile_predictions_loss: 326.2294 - logcount_predictions_loss: 0.3526 159/2386 [>.............................] - ETA: 17:42 - loss: 328.5275 - logits_profile_predictions_loss: 326.2352 - logcount_predictions_loss: 0.3527 160/2386 [=>............................] - ETA: 17:41 - loss: 328.5329 - logits_profile_predictions_loss: 326.2404 - logcount_predictions_loss: 0.3527 161/2386 [=>............................] - ETA: 17:41 - loss: 328.5376 - logits_profile_predictions_loss: 326.2448 - logcount_predictions_loss: 0.3527 162/2386 [=>............................] - ETA: 17:40 - loss: 328.5426 - logits_profile_predictions_loss: 326.2494 - logcount_predictions_loss: 0.3528 163/2386 [=>............................] - ETA: 17:40 - loss: 328.5471 - logits_profile_predictions_loss: 326.2536 - logcount_predictions_loss: 0.3528 164/2386 [=>............................] - ETA: 17:40 - loss: 328.5518 - logits_profile_predictions_loss: 326.2581 - logcount_predictions_loss: 0.3529 165/2386 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logits_profile_predictions_loss: 326.2821 - logcount_predictions_loss: 0.3532 172/2386 [=>............................] - ETA: 17:36 - loss: 328.5830 - logits_profile_predictions_loss: 326.2867 - logcount_predictions_loss: 0.3533 173/2386 [=>............................] - ETA: 17:36 - loss: 328.5875 - logits_profile_predictions_loss: 326.2908 - logcount_predictions_loss: 0.3533 174/2386 [=>............................] - ETA: 17:35 - loss: 328.5934 - logits_profile_predictions_loss: 326.2965 - logcount_predictions_loss: 0.3534 175/2386 [=>............................] - ETA: 17:35 - loss: 328.5991 - logits_profile_predictions_loss: 326.3018 - logcount_predictions_loss: 0.3534 176/2386 [=>............................] - ETA: 17:34 - loss: 328.6061 - logits_profile_predictions_loss: 326.3085 - logcount_predictions_loss: 0.3535 177/2386 [=>............................] - ETA: 17:34 - loss: 328.6147 - logits_profile_predictions_loss: 326.3168 - logcount_predictions_loss: 0.3535 178/2386 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[=>............................] - ETA: 17:21 - loss: 328.7142 - logits_profile_predictions_loss: 326.4076 - logcount_predictions_loss: 0.3549 205/2386 [=>............................] - ETA: 17:21 - loss: 328.7153 - logits_profile_predictions_loss: 326.4083 - logcount_predictions_loss: 0.3549 206/2386 [=>............................] - ETA: 17:20 - loss: 328.7175 - logits_profile_predictions_loss: 326.4101 - logcount_predictions_loss: 0.3550 207/2386 [=>............................] - ETA: 17:20 - loss: 328.7199 - logits_profile_predictions_loss: 326.4120 - logcount_predictions_loss: 0.3551 208/2386 [=>............................] - ETA: 17:19 - loss: 328.7228 - logits_profile_predictions_loss: 326.4145 - logcount_predictions_loss: 0.3551 209/2386 [=>............................] - ETA: 17:19 - loss: 328.7251 - logits_profile_predictions_loss: 326.4164 - logcount_predictions_loss: 0.3552 210/2386 [=>............................] - ETA: 17:18 - loss: 328.7283 - 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logits_profile_predictions_loss: 326.5303 - logcount_predictions_loss: 0.3605 302/2386 [==>...........................] - ETA: 16:35 - loss: 328.8716 - logits_profile_predictions_loss: 326.5277 - logcount_predictions_loss: 0.3606 303/2386 [==>...........................] - ETA: 16:35 - loss: 328.8693 - logits_profile_predictions_loss: 326.5252 - logcount_predictions_loss: 0.3606 304/2386 [==>...........................] - ETA: 16:34 - loss: 328.8674 - logits_profile_predictions_loss: 326.5231 - logcount_predictions_loss: 0.3607 305/2386 [==>...........................] - ETA: 16:34 - loss: 328.8646 - logits_profile_predictions_loss: 326.5201 - logcount_predictions_loss: 0.3607 306/2386 [==>...........................] - ETA: 16:34 - loss: 328.8621 - logits_profile_predictions_loss: 326.5174 - logcount_predictions_loss: 0.3607 307/2386 [==>...........................] - ETA: 16:33 - loss: 328.8593 - logits_profile_predictions_loss: 326.5144 - logcount_predictions_loss: 0.3608 308/2386 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logits_profile_predictions_loss: 326.4911 - logcount_predictions_loss: 0.3610 315/2386 [==>...........................] - ETA: 16:29 - loss: 328.8350 - logits_profile_predictions_loss: 326.4885 - logcount_predictions_loss: 0.3610 316/2386 [==>...........................] - ETA: 16:29 - loss: 328.8330 - logits_profile_predictions_loss: 326.4864 - logcount_predictions_loss: 0.3610 317/2386 [==>...........................] - ETA: 16:28 - loss: 328.8308 - logits_profile_predictions_loss: 326.4840 - logcount_predictions_loss: 0.3610 318/2386 [==>...........................] - ETA: 16:28 - loss: 328.8289 - logits_profile_predictions_loss: 326.4819 - logcount_predictions_loss: 0.3611 319/2386 [===>..........................] - ETA: 16:27 - loss: 328.8270 - logits_profile_predictions_loss: 326.4798 - logcount_predictions_loss: 0.3611 320/2386 [===>..........................] - ETA: 16:27 - loss: 328.8250 - logits_profile_predictions_loss: 326.4776 - logcount_predictions_loss: 0.3611 321/2386 [===>..........................] - ETA: 16:27 - loss: 328.8228 - logits_profile_predictions_loss: 326.4753 - logcount_predictions_loss: 0.3612 322/2386 [===>..........................] - ETA: 16:26 - loss: 328.8204 - logits_profile_predictions_loss: 326.4727 - logcount_predictions_loss: 0.3612 323/2386 [===>..........................] - ETA: 16:26 - loss: 328.8176 - logits_profile_predictions_loss: 326.4698 - logcount_predictions_loss: 0.3612 324/2386 [===>..........................] - ETA: 16:25 - loss: 328.8155 - logits_profile_predictions_loss: 326.4675 - logcount_predictions_loss: 0.3612 325/2386 [===>..........................] - ETA: 16:25 - loss: 328.8147 - logits_profile_predictions_loss: 326.4665 - logcount_predictions_loss: 0.3613 326/2386 [===>..........................] - ETA: 16:24 - loss: 328.8141 - logits_profile_predictions_loss: 326.4657 - logcount_predictions_loss: 0.3613 327/2386 [===>..........................] - ETA: 16:24 - loss: 328.8136 - 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[===>..........................] - ETA: 16:20 - loss: 328.8102 - logits_profile_predictions_loss: 326.4605 - logcount_predictions_loss: 0.3615 335/2386 [===>..........................] - ETA: 16:20 - loss: 328.8105 - logits_profile_predictions_loss: 326.4607 - logcount_predictions_loss: 0.3615 336/2386 [===>..........................] - ETA: 16:20 - loss: 328.8106 - logits_profile_predictions_loss: 326.4606 - logcount_predictions_loss: 0.3615 337/2386 [===>..........................] - ETA: 16:19 - loss: 328.8117 - logits_profile_predictions_loss: 326.4615 - logcount_predictions_loss: 0.3616 338/2386 [===>..........................] - ETA: 16:19 - loss: 328.8127 - logits_profile_predictions_loss: 326.4624 - logcount_predictions_loss: 0.3616 339/2386 [===>..........................] - ETA: 16:18 - loss: 328.8137 - logits_profile_predictions_loss: 326.4633 - logcount_predictions_loss: 0.3616 340/2386 [===>..........................] - ETA: 16:18 - loss: 328.8147 - 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[===>..........................] - ETA: 16:14 - loss: 328.8157 - logits_profile_predictions_loss: 326.4641 - logcount_predictions_loss: 0.3618 348/2386 [===>..........................] - ETA: 16:14 - loss: 328.8149 - logits_profile_predictions_loss: 326.4631 - logcount_predictions_loss: 0.3618 349/2386 [===>..........................] - ETA: 16:13 - loss: 328.8137 - logits_profile_predictions_loss: 326.4619 - logcount_predictions_loss: 0.3618 350/2386 [===>..........................] - ETA: 16:13 - loss: 328.8127 - logits_profile_predictions_loss: 326.4607 - logcount_predictions_loss: 0.3618 351/2386 [===>..........................] - ETA: 16:12 - loss: 328.8114 - logits_profile_predictions_loss: 326.4593 - logcount_predictions_loss: 0.3619 352/2386 [===>..........................] - ETA: 16:12 - loss: 328.8100 - logits_profile_predictions_loss: 326.4578 - logcount_predictions_loss: 0.3619 353/2386 [===>..........................] - ETA: 16:12 - loss: 328.8090 - logits_profile_predictions_loss: 326.4566 - logcount_predictions_loss: 0.3619 354/2386 [===>..........................] - ETA: 16:11 - loss: 328.8077 - logits_profile_predictions_loss: 326.4552 - logcount_predictions_loss: 0.3619 355/2386 [===>..........................] - ETA: 16:11 - loss: 328.8069 - logits_profile_predictions_loss: 326.4543 - logcount_predictions_loss: 0.3619 356/2386 [===>..........................] - ETA: 16:10 - loss: 328.8062 - logits_profile_predictions_loss: 326.4534 - logcount_predictions_loss: 0.3620 357/2386 [===>..........................] - ETA: 16:10 - loss: 328.8051 - logits_profile_predictions_loss: 326.4523 - logcount_predictions_loss: 0.3620 358/2386 [===>..........................] - ETA: 16:09 - loss: 328.8036 - logits_profile_predictions_loss: 326.4506 - logcount_predictions_loss: 0.3620 359/2386 [===>..........................] - ETA: 16:09 - loss: 328.8023 - logits_profile_predictions_loss: 326.4492 - logcount_predictions_loss: 0.3620 360/2386 [===>..........................] - ETA: 16:08 - loss: 328.8008 - logits_profile_predictions_loss: 326.4476 - logcount_predictions_loss: 0.3620 361/2386 [===>..........................] - ETA: 16:08 - loss: 328.7996 - logits_profile_predictions_loss: 326.4463 - logcount_predictions_loss: 0.3620 362/2386 [===>..........................] - ETA: 16:07 - loss: 328.7981 - logits_profile_predictions_loss: 326.4447 - logcount_predictions_loss: 0.3621 363/2386 [===>..........................] - ETA: 16:07 - loss: 328.7965 - logits_profile_predictions_loss: 326.4430 - logcount_predictions_loss: 0.3621 364/2386 [===>..........................] - ETA: 16:06 - loss: 328.7947 - logits_profile_predictions_loss: 326.4411 - logcount_predictions_loss: 0.3621 365/2386 [===>..........................] - ETA: 16:06 - loss: 328.7929 - logits_profile_predictions_loss: 326.4392 - logcount_predictions_loss: 0.3621 366/2386 [===>..........................] - ETA: 16:05 - loss: 328.7916 - logits_profile_predictions_loss: 326.4378 - logcount_predictions_loss: 0.3621 367/2386 [===>..........................] - ETA: 16:05 - loss: 328.7898 - logits_profile_predictions_loss: 326.4359 - logcount_predictions_loss: 0.3621 368/2386 [===>..........................] - ETA: 16:04 - loss: 328.7882 - logits_profile_predictions_loss: 326.4343 - logcount_predictions_loss: 0.3621 369/2386 [===>..........................] - ETA: 16:04 - loss: 328.7867 - logits_profile_predictions_loss: 326.4326 - logcount_predictions_loss: 0.3622 370/2386 [===>..........................] - ETA: 16:03 - loss: 328.7850 - logits_profile_predictions_loss: 326.4308 - logcount_predictions_loss: 0.3622 371/2386 [===>..........................] - ETA: 16:03 - loss: 328.7834 - logits_profile_predictions_loss: 326.4291 - logcount_predictions_loss: 0.3622 372/2386 [===>..........................] - ETA: 16:03 - loss: 328.7819 - logits_profile_predictions_loss: 326.4274 - logcount_predictions_loss: 0.3622 373/2386 [===>..........................] - ETA: 16:02 - loss: 328.7804 - logits_profile_predictions_loss: 326.4258 - logcount_predictions_loss: 0.3622 374/2386 [===>..........................] - ETA: 16:02 - loss: 328.7785 - logits_profile_predictions_loss: 326.4238 - logcount_predictions_loss: 0.3623 375/2386 [===>..........................] - ETA: 16:01 - loss: 328.7761 - logits_profile_predictions_loss: 326.4213 - logcount_predictions_loss: 0.3623 376/2386 [===>..........................] - ETA: 16:01 - loss: 328.7744 - logits_profile_predictions_loss: 326.4194 - logcount_predictions_loss: 0.3623 377/2386 [===>..........................] - ETA: 16:00 - loss: 328.7729 - logits_profile_predictions_loss: 326.4178 - logcount_predictions_loss: 0.3623 378/2386 [===>..........................] - ETA: 16:00 - loss: 328.7711 - logits_profile_predictions_loss: 326.4159 - logcount_predictions_loss: 0.3623 379/2386 [===>..........................] - ETA: 15:59 - loss: 328.7690 - logits_profile_predictions_loss: 326.4136 - logcount_predictions_loss: 0.3624 380/2386 [===>..........................] - ETA: 15:59 - loss: 328.7671 - logits_profile_predictions_loss: 326.4116 - logcount_predictions_loss: 0.3624 381/2386 [===>..........................] - ETA: 15:58 - loss: 328.7652 - logits_profile_predictions_loss: 326.4096 - logcount_predictions_loss: 0.3624 382/2386 [===>..........................] - ETA: 15:58 - loss: 328.7628 - logits_profile_predictions_loss: 326.4071 - logcount_predictions_loss: 0.3624 383/2386 [===>..........................] - ETA: 15:57 - loss: 328.7604 - logits_profile_predictions_loss: 326.4045 - logcount_predictions_loss: 0.3624 384/2386 [===>..........................] - ETA: 15:57 - loss: 328.7577 - logits_profile_predictions_loss: 326.4016 - logcount_predictions_loss: 0.3625 385/2386 [===>..........................] - ETA: 15:56 - loss: 328.7554 - logits_profile_predictions_loss: 326.3992 - logcount_predictions_loss: 0.3625 386/2386 [===>..........................] - ETA: 15:56 - loss: 328.7530 - logits_profile_predictions_loss: 326.3967 - logcount_predictions_loss: 0.3625 387/2386 [===>..........................] - ETA: 15:55 - loss: 328.7515 - logits_profile_predictions_loss: 326.3950 - logcount_predictions_loss: 0.3625 388/2386 [===>..........................] - ETA: 15:55 - loss: 328.7497 - logits_profile_predictions_loss: 326.3931 - logcount_predictions_loss: 0.3625 389/2386 [===>..........................] - ETA: 15:54 - loss: 328.7479 - logits_profile_predictions_loss: 326.3911 - logcount_predictions_loss: 0.3626 390/2386 [===>..........................] - ETA: 15:54 - loss: 328.7459 - logits_profile_predictions_loss: 326.3889 - logcount_predictions_loss: 0.3626 391/2386 [===>..........................] - ETA: 15:53 - loss: 328.7440 - logits_profile_predictions_loss: 326.3869 - logcount_predictions_loss: 0.3626 392/2386 [===>..........................] - ETA: 15:53 - loss: 328.7422 - logits_profile_predictions_loss: 326.3850 - logcount_predictions_loss: 0.3626 393/2386 [===>..........................] - ETA: 15:53 - loss: 328.7403 - logits_profile_predictions_loss: 326.3829 - logcount_predictions_loss: 0.3627 394/2386 [===>..........................] - ETA: 15:52 - loss: 328.7389 - logits_profile_predictions_loss: 326.3813 - logcount_predictions_loss: 0.3627 395/2386 [===>..........................] - ETA: 15:52 - loss: 328.7375 - logits_profile_predictions_loss: 326.3798 - logcount_predictions_loss: 0.3627 396/2386 [===>..........................] - ETA: 15:51 - loss: 328.7361 - logits_profile_predictions_loss: 326.3782 - logcount_predictions_loss: 0.3627 397/2386 [===>..........................] - ETA: 15:51 - loss: 328.7346 - logits_profile_predictions_loss: 326.3765 - logcount_predictions_loss: 0.3628 398/2386 [====>.........................] - ETA: 15:50 - loss: 328.7330 - logits_profile_predictions_loss: 326.3748 - logcount_predictions_loss: 0.3628 399/2386 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logits_profile_predictions_loss: 326.3683 - logcount_predictions_loss: 0.3629 406/2386 [====>.........................] - ETA: 15:46 - loss: 328.7268 - logits_profile_predictions_loss: 326.3674 - logcount_predictions_loss: 0.3630 407/2386 [====>.........................] - ETA: 15:46 - loss: 328.7264 - logits_profile_predictions_loss: 326.3669 - logcount_predictions_loss: 0.3630 408/2386 [====>.........................] - ETA: 15:45 - loss: 328.7255 - logits_profile_predictions_loss: 326.3659 - logcount_predictions_loss: 0.3630 409/2386 [====>.........................] - ETA: 15:45 - loss: 328.7244 - logits_profile_predictions_loss: 326.3647 - logcount_predictions_loss: 0.3630 410/2386 [====>.........................] - ETA: 15:44 - loss: 328.7232 - logits_profile_predictions_loss: 326.3634 - logcount_predictions_loss: 0.3630 411/2386 [====>.........................] - ETA: 15:44 - loss: 328.7219 - logits_profile_predictions_loss: 326.3619 - logcount_predictions_loss: 0.3631 412/2386 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[====>.........................] - ETA: 15:19 - loss: 328.6586 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 465/2386 [====>.........................] - ETA: 15:18 - loss: 328.6587 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 466/2386 [====>.........................] - ETA: 15:18 - loss: 328.6588 - logits_profile_predictions_loss: 326.2929 - logcount_predictions_loss: 0.3640 467/2386 [====>.........................] - ETA: 15:17 - loss: 328.6589 - logits_profile_predictions_loss: 326.2929 - logcount_predictions_loss: 0.3640 468/2386 [====>.........................] - ETA: 15:17 - loss: 328.6592 - logits_profile_predictions_loss: 326.2931 - logcount_predictions_loss: 0.3640 469/2386 [====>.........................] - ETA: 15:16 - loss: 328.6594 - logits_profile_predictions_loss: 326.2933 - logcount_predictions_loss: 0.3640 470/2386 [====>.........................] - ETA: 15:16 - loss: 328.6597 - 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[====>.........................] - ETA: 15:13 - loss: 328.6641 - logits_profile_predictions_loss: 326.2971 - logcount_predictions_loss: 0.3641 478/2386 [=====>........................] - ETA: 15:12 - loss: 328.6651 - logits_profile_predictions_loss: 326.2980 - logcount_predictions_loss: 0.3642 479/2386 [=====>........................] - ETA: 15:12 - loss: 328.6661 - logits_profile_predictions_loss: 326.2989 - logcount_predictions_loss: 0.3642 480/2386 [=====>........................] - ETA: 15:11 - loss: 328.6673 - logits_profile_predictions_loss: 326.2999 - logcount_predictions_loss: 0.3642 481/2386 [=====>........................] - ETA: 15:11 - loss: 328.6684 - logits_profile_predictions_loss: 326.3010 - logcount_predictions_loss: 0.3642 482/2386 [=====>........................] - ETA: 15:10 - loss: 328.6699 - logits_profile_predictions_loss: 326.3024 - logcount_predictions_loss: 0.3642 483/2386 [=====>........................] - ETA: 15:10 - loss: 328.6711 - 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[=====>........................] - ETA: 14:48 - loss: 328.6845 - logits_profile_predictions_loss: 326.3121 - logcount_predictions_loss: 0.3650 530/2386 [=====>........................] - ETA: 14:47 - loss: 328.6845 - logits_profile_predictions_loss: 326.3119 - logcount_predictions_loss: 0.3650 531/2386 [=====>........................] - ETA: 14:47 - loss: 328.6846 - logits_profile_predictions_loss: 326.3120 - logcount_predictions_loss: 0.3650 532/2386 [=====>........................] - ETA: 14:47 - loss: 328.6850 - logits_profile_predictions_loss: 326.3122 - logcount_predictions_loss: 0.3650 533/2386 [=====>........................] - ETA: 14:46 - loss: 328.6857 - logits_profile_predictions_loss: 326.3128 - logcount_predictions_loss: 0.3650 534/2386 [=====>........................] - ETA: 14:46 - loss: 328.6861 - logits_profile_predictions_loss: 326.3132 - logcount_predictions_loss: 0.3651 535/2386 [=====>........................] - ETA: 14:45 - loss: 328.6868 - 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[..............................] - ETA: 18:38 - loss: 343.5037 - logits_profile_predictions_loss: 340.9943 - logcount_predictions_loss: 0.3861 20/2386 [..............................] - ETA: 18:38 - loss: 343.3058 - logits_profile_predictions_loss: 340.8007 - logcount_predictions_loss: 0.3854 21/2386 [..............................] - ETA: 18:38 - loss: 343.1508 - logits_profile_predictions_loss: 340.6499 - logcount_predictions_loss: 0.3848 22/2386 [..............................] - ETA: 18:37 - loss: 343.0934 - logits_profile_predictions_loss: 340.5967 - logcount_predictions_loss: 0.3841 23/2386 [..............................] - ETA: 18:37 - loss: 343.0512 - logits_profile_predictions_loss: 340.5551 - logcount_predictions_loss: 0.3840 24/2386 [..............................] - ETA: 18:36 - loss: 343.0519 - logits_profile_predictions_loss: 340.5576 - logcount_predictions_loss: 0.3837 25/2386 [..............................] - ETA: 18:36 - loss: 342.9965 - 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[..............................] - ETA: 18:34 - loss: 341.8018 - logits_profile_predictions_loss: 339.3249 - logcount_predictions_loss: 0.3811 33/2386 [..............................] - ETA: 18:33 - loss: 341.7051 - logits_profile_predictions_loss: 339.2294 - logcount_predictions_loss: 0.3809 34/2386 [..............................] - ETA: 18:33 - loss: 341.6250 - logits_profile_predictions_loss: 339.1496 - logcount_predictions_loss: 0.3808 35/2386 [..............................] - ETA: 18:33 - loss: 341.5661 - logits_profile_predictions_loss: 339.0915 - logcount_predictions_loss: 0.3807 36/2386 [..............................] - ETA: 18:32 - loss: 341.5226 - logits_profile_predictions_loss: 339.0492 - logcount_predictions_loss: 0.3805 37/2386 [..............................] - ETA: 18:32 - loss: 341.4683 - logits_profile_predictions_loss: 338.9948 - logcount_predictions_loss: 0.3805 38/2386 [..............................] - ETA: 18:32 - loss: 341.4921 - 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[..............................] - ETA: 18:29 - loss: 341.5125 - logits_profile_predictions_loss: 339.0387 - logcount_predictions_loss: 0.3806 46/2386 [..............................] - ETA: 18:29 - loss: 341.4631 - logits_profile_predictions_loss: 338.9895 - logcount_predictions_loss: 0.3806 47/2386 [..............................] - ETA: 18:28 - loss: 341.4312 - logits_profile_predictions_loss: 338.9577 - logcount_predictions_loss: 0.3805 48/2386 [..............................] - ETA: 18:28 - loss: 341.3889 - logits_profile_predictions_loss: 338.9159 - logcount_predictions_loss: 0.3805 49/2386 [..............................] - ETA: 18:28 - loss: 341.3486 - logits_profile_predictions_loss: 338.8762 - logcount_predictions_loss: 0.3804 50/2386 [..............................] - ETA: 18:27 - loss: 341.2925 - logits_profile_predictions_loss: 338.8208 - logcount_predictions_loss: 0.3803 51/2386 [..............................] - ETA: 18:27 - loss: 341.2344 - 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[..............................] - ETA: 18:24 - loss: 341.2716 - logits_profile_predictions_loss: 338.8051 - logcount_predictions_loss: 0.3794 59/2386 [..............................] - ETA: 18:23 - loss: 341.3028 - logits_profile_predictions_loss: 338.8373 - logcount_predictions_loss: 0.3793 60/2386 [..............................] - ETA: 18:23 - loss: 341.3238 - logits_profile_predictions_loss: 338.8592 - logcount_predictions_loss: 0.3792 61/2386 [..............................] - ETA: 18:23 - loss: 341.3343 - logits_profile_predictions_loss: 338.8709 - logcount_predictions_loss: 0.3790 62/2386 [..............................] - ETA: 18:22 - loss: 341.3240 - logits_profile_predictions_loss: 338.8616 - logcount_predictions_loss: 0.3788 63/2386 [..............................] - ETA: 18:22 - loss: 341.3025 - logits_profile_predictions_loss: 338.8414 - logcount_predictions_loss: 0.3786 64/2386 [..............................] - ETA: 18:21 - loss: 341.2780 - 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[..............................] - ETA: 18:19 - loss: 341.0343 - logits_profile_predictions_loss: 338.5852 - logcount_predictions_loss: 0.3768 72/2386 [..............................] - ETA: 18:19 - loss: 340.9790 - logits_profile_predictions_loss: 338.5312 - logcount_predictions_loss: 0.3766 73/2386 [..............................] - ETA: 18:18 - loss: 340.9199 - logits_profile_predictions_loss: 338.4732 - logcount_predictions_loss: 0.3764 74/2386 [..............................] - ETA: 18:18 - loss: 340.8652 - logits_profile_predictions_loss: 338.4198 - logcount_predictions_loss: 0.3762 75/2386 [..............................] - ETA: 18:17 - loss: 340.7995 - logits_profile_predictions_loss: 338.3552 - logcount_predictions_loss: 0.3760 76/2386 [..............................] - ETA: 18:17 - loss: 340.7422 - logits_profile_predictions_loss: 338.2988 - logcount_predictions_loss: 0.3759 77/2386 [..............................] - ETA: 18:16 - loss: 340.6866 - 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[>.............................] - ETA: 18:13 - loss: 340.2748 - logits_profile_predictions_loss: 337.8382 - logcount_predictions_loss: 0.3749 85/2386 [>.............................] - ETA: 18:13 - loss: 340.2143 - logits_profile_predictions_loss: 337.7785 - logcount_predictions_loss: 0.3747 86/2386 [>.............................] - ETA: 18:12 - loss: 340.1579 - logits_profile_predictions_loss: 337.7228 - logcount_predictions_loss: 0.3746 87/2386 [>.............................] - ETA: 18:12 - loss: 340.1095 - logits_profile_predictions_loss: 337.6752 - logcount_predictions_loss: 0.3745 88/2386 [>.............................] - ETA: 18:11 - loss: 340.0687 - logits_profile_predictions_loss: 337.6353 - logcount_predictions_loss: 0.3744 89/2386 [>.............................] - ETA: 18:11 - loss: 340.0307 - logits_profile_predictions_loss: 337.5981 - logcount_predictions_loss: 0.3742 90/2386 [>.............................] - ETA: 18:11 - loss: 339.9896 - 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[..............................] - ETA: 18:35 - loss: 340.3517 - logits_profile_predictions_loss: 337.9552 - logcount_predictions_loss: 0.3687 31/2386 [..............................] - ETA: 18:35 - loss: 340.1786 - logits_profile_predictions_loss: 337.7784 - logcount_predictions_loss: 0.3693 32/2386 [..............................] - ETA: 18:34 - loss: 339.9960 - logits_profile_predictions_loss: 337.5935 - logcount_predictions_loss: 0.3696 33/2386 [..............................] - ETA: 18:34 - loss: 339.8831 - logits_profile_predictions_loss: 337.4787 - logcount_predictions_loss: 0.3699 34/2386 [..............................] - ETA: 18:33 - loss: 339.7736 - logits_profile_predictions_loss: 337.3683 - logcount_predictions_loss: 0.3700 35/2386 [..............................] - ETA: 18:33 - loss: 339.7494 - logits_profile_predictions_loss: 337.3428 - logcount_predictions_loss: 0.3702 36/2386 [..............................] - ETA: 18:33 - loss: 339.6725 - 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[..............................] - ETA: 18:31 - loss: 339.1239 - logits_profile_predictions_loss: 336.7121 - logcount_predictions_loss: 0.3710 44/2386 [..............................] - ETA: 18:30 - loss: 339.0451 - logits_profile_predictions_loss: 336.6326 - logcount_predictions_loss: 0.3712 45/2386 [..............................] - ETA: 18:30 - loss: 338.9550 - logits_profile_predictions_loss: 336.5420 - logcount_predictions_loss: 0.3712 46/2386 [..............................] - ETA: 18:29 - loss: 338.8157 - logits_profile_predictions_loss: 336.4023 - logcount_predictions_loss: 0.3713 47/2386 [..............................] - ETA: 18:29 - loss: 338.6689 - logits_profile_predictions_loss: 336.2547 - logcount_predictions_loss: 0.3714 48/2386 [..............................] - ETA: 18:28 - loss: 338.5129 - logits_profile_predictions_loss: 336.0984 - logcount_predictions_loss: 0.3715 49/2386 [..............................] - ETA: 18:28 - loss: 338.3771 - logits_profile_predictions_loss: 335.9623 - logcount_predictions_loss: 0.3715 50/2386 [..............................] - ETA: 18:28 - loss: 338.2438 - logits_profile_predictions_loss: 335.8288 - logcount_predictions_loss: 0.3715 51/2386 [..............................] - ETA: 18:27 - loss: 338.1309 - logits_profile_predictions_loss: 335.7158 - logcount_predictions_loss: 0.3716 52/2386 [..............................] - ETA: 18:27 - loss: 338.0141 - logits_profile_predictions_loss: 335.5983 - logcount_predictions_loss: 0.3716 53/2386 [..............................] - ETA: 18:26 - loss: 337.9092 - logits_profile_predictions_loss: 335.4930 - logcount_predictions_loss: 0.3717 54/2386 [..............................] - ETA: 18:26 - loss: 337.8027 - logits_profile_predictions_loss: 335.3862 - logcount_predictions_loss: 0.3718 55/2386 [..............................] - ETA: 18:26 - loss: 337.6982 - logits_profile_predictions_loss: 335.2815 - logcount_predictions_loss: 0.3718 56/2386 [..............................] - ETA: 18:25 - loss: 337.5818 - logits_profile_predictions_loss: 335.1650 - logcount_predictions_loss: 0.3718 57/2386 [..............................] - ETA: 18:25 - loss: 337.4647 - logits_profile_predictions_loss: 335.0474 - logcount_predictions_loss: 0.3719 58/2386 [..............................] - ETA: 18:24 - loss: 337.3515 - logits_profile_predictions_loss: 334.9340 - logcount_predictions_loss: 0.3719 59/2386 [..............................] - ETA: 18:24 - loss: 337.2297 - logits_profile_predictions_loss: 334.8122 - logcount_predictions_loss: 0.3719 60/2386 [..............................] - ETA: 18:23 - loss: 337.1034 - logits_profile_predictions_loss: 334.6862 - logcount_predictions_loss: 0.3719 61/2386 [..............................] - ETA: 18:23 - loss: 336.9767 - logits_profile_predictions_loss: 334.5596 - logcount_predictions_loss: 0.3718 62/2386 [..............................] - ETA: 18:23 - loss: 336.8575 - 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[..............................] - ETA: 18:38 - loss: 341.9717 - logits_profile_predictions_loss: 339.8333 - logcount_predictions_loss: 0.3290 29/2386 [..............................] - ETA: 18:38 - loss: 341.7453 - logits_profile_predictions_loss: 339.6097 - logcount_predictions_loss: 0.3285 30/2386 [..............................] - ETA: 18:37 - loss: 341.5543 - logits_profile_predictions_loss: 339.4214 - logcount_predictions_loss: 0.3281 31/2386 [..............................] - ETA: 18:37 - loss: 341.3058 - logits_profile_predictions_loss: 339.1757 - logcount_predictions_loss: 0.3277 32/2386 [..............................] - ETA: 18:36 - loss: 341.1098 - logits_profile_predictions_loss: 338.9819 - logcount_predictions_loss: 0.3274 33/2386 [..............................] - ETA: 18:36 - loss: 340.8627 - logits_profile_predictions_loss: 338.7370 - logcount_predictions_loss: 0.3270 34/2386 [..............................] - ETA: 18:36 - loss: 340.6106 - 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[===>..........................] - ETA: 16:11 - loss: 330.0998 - logits_profile_predictions_loss: 327.9310 - logcount_predictions_loss: 0.3337 354/2386 [===>..........................] - ETA: 16:10 - loss: 330.0970 - logits_profile_predictions_loss: 327.9281 - logcount_predictions_loss: 0.3337 355/2386 [===>..........................] - ETA: 16:10 - loss: 330.0945 - logits_profile_predictions_loss: 327.9254 - logcount_predictions_loss: 0.3337 356/2386 [===>..........................] - ETA: 16:09 - loss: 330.0916 - logits_profile_predictions_loss: 327.9224 - logcount_predictions_loss: 0.3337 357/2386 [===>..........................] - ETA: 16:09 - loss: 330.0888 - logits_profile_predictions_loss: 327.9194 - logcount_predictions_loss: 0.3338 358/2386 [===>..........................] - ETA: 16:08 - loss: 330.0859 - logits_profile_predictions_loss: 327.9164 - logcount_predictions_loss: 0.3338 359/2386 [===>..........................] - ETA: 16:08 - loss: 330.0831 - 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[===>..........................] - ETA: 16:05 - loss: 330.0646 - logits_profile_predictions_loss: 327.8942 - logcount_predictions_loss: 0.3339 367/2386 [===>..........................] - ETA: 16:04 - loss: 330.0626 - logits_profile_predictions_loss: 327.8920 - logcount_predictions_loss: 0.3340 368/2386 [===>..........................] - ETA: 16:04 - loss: 330.0604 - logits_profile_predictions_loss: 327.8897 - logcount_predictions_loss: 0.3340 369/2386 [===>..........................] - ETA: 16:03 - loss: 330.0586 - logits_profile_predictions_loss: 327.8878 - logcount_predictions_loss: 0.3340 370/2386 [===>..........................] - ETA: 16:03 - loss: 330.0566 - logits_profile_predictions_loss: 327.8857 - logcount_predictions_loss: 0.3340 371/2386 [===>..........................] - ETA: 16:02 - loss: 330.0547 - logits_profile_predictions_loss: 327.8837 - logcount_predictions_loss: 0.3340 372/2386 [===>..........................] - ETA: 16:02 - loss: 330.0533 - 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[====>.........................] - ETA: 15:46 - loss: 329.9943 - logits_profile_predictions_loss: 327.8201 - logcount_predictions_loss: 0.3345 406/2386 [====>.........................] - ETA: 15:46 - loss: 329.9904 - logits_profile_predictions_loss: 327.8161 - logcount_predictions_loss: 0.3345 407/2386 [====>.........................] - ETA: 15:45 - loss: 329.9863 - logits_profile_predictions_loss: 327.8120 - logcount_predictions_loss: 0.3345 408/2386 [====>.........................] - ETA: 15:45 - loss: 329.9826 - logits_profile_predictions_loss: 327.8083 - logcount_predictions_loss: 0.3345 409/2386 [====>.........................] - ETA: 15:44 - loss: 329.9789 - logits_profile_predictions_loss: 327.8045 - logcount_predictions_loss: 0.3346 410/2386 [====>.........................] - ETA: 15:44 - loss: 329.9753 - logits_profile_predictions_loss: 327.8007 - logcount_predictions_loss: 0.3346 411/2386 [====>.........................] - ETA: 15:43 - loss: 329.9717 - 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[====>.........................] - ETA: 15:40 - loss: 329.9462 - logits_profile_predictions_loss: 327.7712 - logcount_predictions_loss: 0.3346 419/2386 [====>.........................] - ETA: 15:40 - loss: 329.9422 - logits_profile_predictions_loss: 327.7671 - logcount_predictions_loss: 0.3347 420/2386 [====>.........................] - ETA: 15:39 - loss: 329.9384 - logits_profile_predictions_loss: 327.7633 - logcount_predictions_loss: 0.3347 421/2386 [====>.........................] - ETA: 15:39 - loss: 329.9349 - logits_profile_predictions_loss: 327.7596 - logcount_predictions_loss: 0.3347 422/2386 [====>.........................] - ETA: 15:38 - loss: 329.9311 - logits_profile_predictions_loss: 327.7558 - logcount_predictions_loss: 0.3347 423/2386 [====>.........................] - ETA: 15:38 - loss: 329.9273 - logits_profile_predictions_loss: 327.7520 - logcount_predictions_loss: 0.3347 424/2386 [====>.........................] - ETA: 15:37 - loss: 329.9238 - 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[====>.........................] - ETA: 15:34 - loss: 329.8965 - logits_profile_predictions_loss: 327.7206 - logcount_predictions_loss: 0.3348 432/2386 [====>.........................] - ETA: 15:33 - loss: 329.8926 - logits_profile_predictions_loss: 327.7167 - logcount_predictions_loss: 0.3348 433/2386 [====>.........................] - ETA: 15:33 - loss: 329.8884 - logits_profile_predictions_loss: 327.7124 - logcount_predictions_loss: 0.3348 434/2386 [====>.........................] - ETA: 15:32 - loss: 329.8848 - logits_profile_predictions_loss: 327.7087 - logcount_predictions_loss: 0.3348 435/2386 [====>.........................] - ETA: 15:32 - loss: 329.8809 - logits_profile_predictions_loss: 327.7047 - logcount_predictions_loss: 0.3348 436/2386 [====>.........................] - ETA: 15:31 - loss: 329.8774 - logits_profile_predictions_loss: 327.7011 - logcount_predictions_loss: 0.3348 437/2386 [====>.........................] - ETA: 15:31 - loss: 329.8739 - 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[====>.........................] - ETA: 15:28 - loss: 329.8485 - logits_profile_predictions_loss: 327.6716 - logcount_predictions_loss: 0.3349 445/2386 [====>.........................] - ETA: 15:27 - loss: 329.8450 - logits_profile_predictions_loss: 327.6680 - logcount_predictions_loss: 0.3349 446/2386 [====>.........................] - ETA: 15:27 - loss: 329.8418 - logits_profile_predictions_loss: 327.6647 - logcount_predictions_loss: 0.3349 447/2386 [====>.........................] - ETA: 15:26 - loss: 329.8383 - logits_profile_predictions_loss: 327.6612 - logcount_predictions_loss: 0.3350 448/2386 [====>.........................] - ETA: 15:26 - loss: 329.8348 - logits_profile_predictions_loss: 327.6576 - logcount_predictions_loss: 0.3350 449/2386 [====>.........................] - ETA: 15:25 - loss: 329.8313 - logits_profile_predictions_loss: 327.6540 - logcount_predictions_loss: 0.3350 450/2386 [====>.........................] - ETA: 15:25 - loss: 329.8276 - 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[====>.........................] - ETA: 15:21 - loss: 329.8020 - logits_profile_predictions_loss: 327.6239 - logcount_predictions_loss: 0.3351 458/2386 [====>.........................] - ETA: 15:21 - loss: 329.7983 - logits_profile_predictions_loss: 327.6201 - logcount_predictions_loss: 0.3351 459/2386 [====>.........................] - ETA: 15:21 - loss: 329.7946 - logits_profile_predictions_loss: 327.6163 - logcount_predictions_loss: 0.3351 460/2386 [====>.........................] - ETA: 15:20 - loss: 329.7908 - logits_profile_predictions_loss: 327.6124 - logcount_predictions_loss: 0.3352 461/2386 [====>.........................] - ETA: 15:20 - loss: 329.7869 - logits_profile_predictions_loss: 327.6084 - logcount_predictions_loss: 0.3352 462/2386 [====>.........................] - ETA: 15:19 - loss: 329.7833 - logits_profile_predictions_loss: 327.6047 - logcount_predictions_loss: 0.3352 463/2386 [====>.........................] - ETA: 15:19 - loss: 329.7796 - 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[=====>........................] - ETA: 14:51 - loss: 329.5192 - logits_profile_predictions_loss: 327.3370 - logcount_predictions_loss: 0.3357 523/2386 [=====>........................] - ETA: 14:50 - loss: 329.5143 - logits_profile_predictions_loss: 327.3322 - logcount_predictions_loss: 0.3357 524/2386 [=====>........................] - ETA: 14:50 - loss: 329.5096 - logits_profile_predictions_loss: 327.3274 - logcount_predictions_loss: 0.3357 525/2386 [=====>........................] - ETA: 14:49 - loss: 329.5048 - logits_profile_predictions_loss: 327.3225 - logcount_predictions_loss: 0.3358 526/2386 [=====>........................] - ETA: 14:49 - loss: 329.4998 - logits_profile_predictions_loss: 327.3175 - logcount_predictions_loss: 0.3358 527/2386 [=====>........................] - ETA: 14:48 - loss: 329.4949 - logits_profile_predictions_loss: 327.3125 - logcount_predictions_loss: 0.3358 528/2386 [=====>........................] - ETA: 14:48 - loss: 329.4899 - 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[=====>........................] - ETA: 14:38 - loss: 329.4011 - logits_profile_predictions_loss: 327.2179 - logcount_predictions_loss: 0.3359 549/2386 [=====>........................] - ETA: 14:38 - loss: 329.3970 - logits_profile_predictions_loss: 327.2138 - logcount_predictions_loss: 0.3359 550/2386 [=====>........................] - ETA: 14:37 - loss: 329.3928 - logits_profile_predictions_loss: 327.2095 - logcount_predictions_loss: 0.3359 551/2386 [=====>........................] - ETA: 14:37 - loss: 329.3885 - logits_profile_predictions_loss: 327.2052 - logcount_predictions_loss: 0.3359 552/2386 [=====>........................] - ETA: 14:36 - loss: 329.3844 - logits_profile_predictions_loss: 327.2011 - logcount_predictions_loss: 0.3359 553/2386 [=====>........................] - ETA: 14:36 - loss: 329.3803 - logits_profile_predictions_loss: 327.1969 - logcount_predictions_loss: 0.3359 554/2386 [=====>........................] - ETA: 14:35 - loss: 329.3759 - 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[..............................] - ETA: 18:40 - loss: 315.1393 - logits_profile_predictions_loss: 312.7800 - logcount_predictions_loss: 0.3630 14/2386 [..............................] - ETA: 18:40 - loss: 314.9933 - logits_profile_predictions_loss: 312.6490 - logcount_predictions_loss: 0.3607 15/2386 [..............................] - ETA: 18:40 - loss: 315.0809 - logits_profile_predictions_loss: 312.7492 - logcount_predictions_loss: 0.3587 16/2386 [..............................] - ETA: 18:40 - loss: 314.8232 - logits_profile_predictions_loss: 312.5027 - logcount_predictions_loss: 0.3570 17/2386 [..............................] - ETA: 18:40 - loss: 314.6828 - logits_profile_predictions_loss: 312.3664 - logcount_predictions_loss: 0.3564 18/2386 [..............................] - ETA: 18:39 - loss: 314.4605 - logits_profile_predictions_loss: 312.1471 - logcount_predictions_loss: 0.3559 19/2386 [..............................] - ETA: 18:39 - loss: 314.2762 - logits_profile_predictions_loss: 311.9654 - logcount_predictions_loss: 0.3555 20/2386 [..............................] - ETA: 18:39 - loss: 314.2358 - logits_profile_predictions_loss: 311.9286 - logcount_predictions_loss: 0.3550 21/2386 [..............................] - ETA: 18:39 - loss: 314.3154 - logits_profile_predictions_loss: 312.0104 - logcount_predictions_loss: 0.3546 22/2386 [..............................] - ETA: 18:38 - loss: 314.3588 - logits_profile_predictions_loss: 312.0562 - logcount_predictions_loss: 0.3542 23/2386 [..............................] - ETA: 18:38 - loss: 314.3474 - logits_profile_predictions_loss: 312.0480 - logcount_predictions_loss: 0.3538 24/2386 [..............................] - ETA: 18:37 - loss: 314.3951 - logits_profile_predictions_loss: 312.0978 - logcount_predictions_loss: 0.3534 25/2386 [..............................] - ETA: 18:37 - loss: 314.4220 - logits_profile_predictions_loss: 312.1277 - logcount_predictions_loss: 0.3530 26/2386 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[==>...........................] - ETA: 16:35 - loss: 328.3124 - logits_profile_predictions_loss: 326.1335 - logcount_predictions_loss: 0.3352 300/2386 [==>...........................] - ETA: 16:34 - loss: 328.3127 - logits_profile_predictions_loss: 326.1340 - logcount_predictions_loss: 0.3352 301/2386 [==>...........................] - ETA: 16:34 - loss: 328.3125 - logits_profile_predictions_loss: 326.1340 - logcount_predictions_loss: 0.3351 302/2386 [==>...........................] - ETA: 16:34 - loss: 328.3125 - logits_profile_predictions_loss: 326.1343 - logcount_predictions_loss: 0.3351 303/2386 [==>...........................] - ETA: 16:33 - loss: 328.3123 - logits_profile_predictions_loss: 326.1343 - logcount_predictions_loss: 0.3351 304/2386 [==>...........................] - ETA: 16:33 - loss: 328.3126 - logits_profile_predictions_loss: 326.1349 - logcount_predictions_loss: 0.3350 305/2386 [==>...........................] - ETA: 16:32 - loss: 328.3125 - 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logits_profile_predictions_loss: 326.1287 - logcount_predictions_loss: 0.3345 319/2386 [===>..........................] - ETA: 16:26 - loss: 328.3021 - logits_profile_predictions_loss: 326.1281 - logcount_predictions_loss: 0.3344 320/2386 [===>..........................] - ETA: 16:25 - loss: 328.3010 - logits_profile_predictions_loss: 326.1272 - logcount_predictions_loss: 0.3344 321/2386 [===>..........................] - ETA: 16:25 - loss: 328.2995 - logits_profile_predictions_loss: 326.1260 - logcount_predictions_loss: 0.3344 322/2386 [===>..........................] - ETA: 16:24 - loss: 328.2983 - logits_profile_predictions_loss: 326.1250 - logcount_predictions_loss: 0.3343 323/2386 [===>..........................] - ETA: 16:24 - loss: 328.2974 - logits_profile_predictions_loss: 326.1242 - logcount_predictions_loss: 0.3343 324/2386 [===>..........................] - ETA: 16:23 - loss: 328.2962 - logits_profile_predictions_loss: 326.1233 - logcount_predictions_loss: 0.3343 325/2386 [===>..........................] - ETA: 16:23 - loss: 328.2947 - logits_profile_predictions_loss: 326.1220 - logcount_predictions_loss: 0.3342 326/2386 [===>..........................] - ETA: 16:22 - loss: 328.2933 - logits_profile_predictions_loss: 326.1208 - logcount_predictions_loss: 0.3342 327/2386 [===>..........................] - ETA: 16:22 - loss: 328.2918 - logits_profile_predictions_loss: 326.1194 - logcount_predictions_loss: 0.3342 328/2386 [===>..........................] - ETA: 16:21 - loss: 328.2906 - logits_profile_predictions_loss: 326.1185 - logcount_predictions_loss: 0.3342 329/2386 [===>..........................] - ETA: 16:21 - loss: 328.2897 - logits_profile_predictions_loss: 326.1178 - logcount_predictions_loss: 0.3341 330/2386 [===>..........................] - ETA: 16:20 - loss: 328.2887 - logits_profile_predictions_loss: 326.1170 - logcount_predictions_loss: 0.3341 331/2386 [===>..........................] - ETA: 16:20 - loss: 328.2879 - 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[===>..........................] - ETA: 16:17 - loss: 328.2885 - logits_profile_predictions_loss: 326.1183 - logcount_predictions_loss: 0.3339 339/2386 [===>..........................] - ETA: 16:16 - loss: 328.2882 - logits_profile_predictions_loss: 326.1182 - logcount_predictions_loss: 0.3338 340/2386 [===>..........................] - ETA: 16:16 - loss: 328.2874 - logits_profile_predictions_loss: 326.1176 - logcount_predictions_loss: 0.3338 341/2386 [===>..........................] - ETA: 16:15 - loss: 328.2865 - logits_profile_predictions_loss: 326.1169 - logcount_predictions_loss: 0.3338 342/2386 [===>..........................] - ETA: 16:15 - loss: 328.2852 - logits_profile_predictions_loss: 326.1158 - logcount_predictions_loss: 0.3337 343/2386 [===>..........................] - ETA: 16:14 - loss: 328.2839 - logits_profile_predictions_loss: 326.1148 - logcount_predictions_loss: 0.3337 344/2386 [===>..........................] - ETA: 16:14 - loss: 328.2830 - logits_profile_predictions_loss: 326.1141 - logcount_predictions_loss: 0.3337 345/2386 [===>..........................] - ETA: 16:13 - loss: 328.2823 - logits_profile_predictions_loss: 326.1136 - logcount_predictions_loss: 0.3336 346/2386 [===>..........................] - ETA: 16:13 - loss: 328.2816 - logits_profile_predictions_loss: 326.1131 - logcount_predictions_loss: 0.3336 347/2386 [===>..........................] - ETA: 16:12 - loss: 328.2810 - logits_profile_predictions_loss: 326.1127 - logcount_predictions_loss: 0.3336 348/2386 [===>..........................] - ETA: 16:12 - loss: 328.2803 - logits_profile_predictions_loss: 326.1122 - logcount_predictions_loss: 0.3335 349/2386 [===>..........................] - ETA: 16:11 - loss: 328.2796 - logits_profile_predictions_loss: 326.1118 - logcount_predictions_loss: 0.3335 350/2386 [===>..........................] - ETA: 16:11 - loss: 328.2789 - logits_profile_predictions_loss: 326.1113 - logcount_predictions_loss: 0.3335 351/2386 [===>..........................] - ETA: 16:10 - loss: 328.2781 - logits_profile_predictions_loss: 326.1106 - logcount_predictions_loss: 0.3334 352/2386 [===>..........................] - ETA: 16:10 - loss: 328.2772 - logits_profile_predictions_loss: 326.1100 - logcount_predictions_loss: 0.3334 353/2386 [===>..........................] - ETA: 16:10 - loss: 328.2765 - logits_profile_predictions_loss: 326.1095 - logcount_predictions_loss: 0.3334 354/2386 [===>..........................] - ETA: 16:09 - loss: 328.2760 - logits_profile_predictions_loss: 326.1092 - logcount_predictions_loss: 0.3333 355/2386 [===>..........................] - ETA: 16:09 - loss: 328.2762 - logits_profile_predictions_loss: 326.1096 - logcount_predictions_loss: 0.3333 356/2386 [===>..........................] - ETA: 16:08 - loss: 328.2762 - logits_profile_predictions_loss: 326.1098 - logcount_predictions_loss: 0.3333 357/2386 [===>..........................] - ETA: 16:08 - loss: 328.2761 - logits_profile_predictions_loss: 326.1099 - logcount_predictions_loss: 0.3332 358/2386 [===>..........................] - ETA: 16:07 - loss: 328.2760 - logits_profile_predictions_loss: 326.1101 - logcount_predictions_loss: 0.3332 359/2386 [===>..........................] - ETA: 16:07 - loss: 328.2759 - logits_profile_predictions_loss: 326.1102 - logcount_predictions_loss: 0.3332 360/2386 [===>..........................] - ETA: 16:06 - loss: 328.2754 - logits_profile_predictions_loss: 326.1098 - logcount_predictions_loss: 0.3331 361/2386 [===>..........................] - ETA: 16:06 - loss: 328.2748 - logits_profile_predictions_loss: 326.1094 - logcount_predictions_loss: 0.3331 362/2386 [===>..........................] - ETA: 16:05 - loss: 328.2741 - logits_profile_predictions_loss: 326.1090 - logcount_predictions_loss: 0.3331 363/2386 [===>..........................] - ETA: 16:05 - loss: 328.2731 - logits_profile_predictions_loss: 326.1082 - logcount_predictions_loss: 0.3330 364/2386 [===>..........................] - ETA: 16:04 - loss: 328.2720 - logits_profile_predictions_loss: 326.1073 - logcount_predictions_loss: 0.3330 365/2386 [===>..........................] - ETA: 16:04 - loss: 328.2708 - logits_profile_predictions_loss: 326.1063 - logcount_predictions_loss: 0.3330 366/2386 [===>..........................] - ETA: 16:03 - loss: 328.2697 - logits_profile_predictions_loss: 326.1055 - logcount_predictions_loss: 0.3329 367/2386 [===>..........................] - ETA: 16:03 - loss: 328.2688 - logits_profile_predictions_loss: 326.1048 - logcount_predictions_loss: 0.3329 368/2386 [===>..........................] - ETA: 16:02 - loss: 328.2681 - logits_profile_predictions_loss: 326.1043 - logcount_predictions_loss: 0.3329 369/2386 [===>..........................] - ETA: 16:02 - loss: 328.2670 - logits_profile_predictions_loss: 326.1034 - logcount_predictions_loss: 0.3328 370/2386 [===>..........................] - ETA: 16:02 - loss: 328.2656 - logits_profile_predictions_loss: 326.1022 - logcount_predictions_loss: 0.3328 371/2386 [===>..........................] - ETA: 16:01 - loss: 328.2644 - logits_profile_predictions_loss: 326.1012 - logcount_predictions_loss: 0.3328 372/2386 [===>..........................] - ETA: 16:01 - loss: 328.2632 - logits_profile_predictions_loss: 326.1002 - logcount_predictions_loss: 0.3328 373/2386 [===>..........................] - ETA: 16:00 - loss: 328.2616 - logits_profile_predictions_loss: 326.0988 - logcount_predictions_loss: 0.3327 374/2386 [===>..........................] - ETA: 16:00 - loss: 328.2597 - logits_profile_predictions_loss: 326.0971 - logcount_predictions_loss: 0.3327 375/2386 [===>..........................] - ETA: 15:59 - loss: 328.2577 - logits_profile_predictions_loss: 326.0953 - logcount_predictions_loss: 0.3327 376/2386 [===>..........................] - ETA: 15:59 - loss: 328.2557 - logits_profile_predictions_loss: 326.0934 - logcount_predictions_loss: 0.3326 377/2386 [===>..........................] - ETA: 15:58 - loss: 328.2533 - logits_profile_predictions_loss: 326.0913 - logcount_predictions_loss: 0.3326 378/2386 [===>..........................] - ETA: 15:58 - loss: 328.2511 - logits_profile_predictions_loss: 326.0893 - logcount_predictions_loss: 0.3326 379/2386 [===>..........................] - ETA: 15:57 - loss: 328.2486 - logits_profile_predictions_loss: 326.0870 - logcount_predictions_loss: 0.3325 380/2386 [===>..........................] - ETA: 15:57 - loss: 328.2457 - logits_profile_predictions_loss: 326.0843 - logcount_predictions_loss: 0.3325 381/2386 [===>..........................] - ETA: 15:56 - loss: 328.2427 - logits_profile_predictions_loss: 326.0814 - logcount_predictions_loss: 0.3325 382/2386 [===>..........................] - ETA: 15:56 - loss: 328.2396 - logits_profile_predictions_loss: 326.0786 - logcount_predictions_loss: 0.3325 383/2386 [===>..........................] - ETA: 15:55 - loss: 328.2366 - logits_profile_predictions_loss: 326.0758 - logcount_predictions_loss: 0.3324 384/2386 [===>..........................] - ETA: 15:55 - loss: 328.2336 - logits_profile_predictions_loss: 326.0729 - logcount_predictions_loss: 0.3324 385/2386 [===>..........................] - ETA: 15:54 - loss: 328.2307 - logits_profile_predictions_loss: 326.0702 - logcount_predictions_loss: 0.3324 386/2386 [===>..........................] - ETA: 15:54 - loss: 328.2271 - logits_profile_predictions_loss: 326.0668 - logcount_predictions_loss: 0.3323 387/2386 [===>..........................] - ETA: 15:54 - loss: 328.2235 - logits_profile_predictions_loss: 326.0633 - logcount_predictions_loss: 0.3323 388/2386 [===>..........................] - ETA: 15:53 - loss: 328.2203 - logits_profile_predictions_loss: 326.0603 - logcount_predictions_loss: 0.3323 389/2386 [===>..........................] - ETA: 15:53 - loss: 328.2170 - logits_profile_predictions_loss: 326.0573 - logcount_predictions_loss: 0.3323 390/2386 [===>..........................] - ETA: 15:52 - loss: 328.2139 - logits_profile_predictions_loss: 326.0543 - logcount_predictions_loss: 0.3322 391/2386 [===>..........................] - ETA: 15:52 - loss: 328.2103 - logits_profile_predictions_loss: 326.0509 - logcount_predictions_loss: 0.3322 392/2386 [===>..........................] - ETA: 15:51 - loss: 328.2066 - logits_profile_predictions_loss: 326.0474 - logcount_predictions_loss: 0.3322 393/2386 [===>..........................] - ETA: 15:51 - loss: 328.2031 - logits_profile_predictions_loss: 326.0441 - logcount_predictions_loss: 0.3321 394/2386 [===>..........................] - ETA: 15:50 - loss: 328.1999 - logits_profile_predictions_loss: 326.0410 - logcount_predictions_loss: 0.3321 395/2386 [===>..........................] - ETA: 15:50 - loss: 328.1968 - logits_profile_predictions_loss: 326.0380 - logcount_predictions_loss: 0.3321 396/2386 [===>..........................] - ETA: 15:49 - loss: 328.1932 - logits_profile_predictions_loss: 326.0347 - logcount_predictions_loss: 0.3321 397/2386 [===>..........................] - ETA: 15:49 - loss: 328.1899 - logits_profile_predictions_loss: 326.0315 - logcount_predictions_loss: 0.3320 398/2386 [====>.........................] - ETA: 15:48 - loss: 328.1865 - logits_profile_predictions_loss: 326.0283 - logcount_predictions_loss: 0.3320 399/2386 [====>.........................] - ETA: 15:48 - loss: 328.1833 - logits_profile_predictions_loss: 326.0253 - logcount_predictions_loss: 0.3320 400/2386 [====>.........................] - ETA: 15:47 - loss: 328.1800 - logits_profile_predictions_loss: 326.0222 - logcount_predictions_loss: 0.3320 401/2386 [====>.........................] - ETA: 15:47 - loss: 328.1771 - logits_profile_predictions_loss: 326.0194 - logcount_predictions_loss: 0.3319 402/2386 [====>.........................] - ETA: 15:46 - loss: 328.1738 - logits_profile_predictions_loss: 326.0163 - logcount_predictions_loss: 0.3319 403/2386 [====>.........................] - ETA: 15:46 - loss: 328.1705 - logits_profile_predictions_loss: 326.0131 - logcount_predictions_loss: 0.3319 404/2386 [====>.........................] - ETA: 15:46 - loss: 328.1671 - logits_profile_predictions_loss: 326.0099 - logcount_predictions_loss: 0.3318 405/2386 [====>.........................] - ETA: 15:45 - loss: 328.1639 - logits_profile_predictions_loss: 326.0069 - logcount_predictions_loss: 0.3318 406/2386 [====>.........................] - ETA: 15:45 - loss: 328.1608 - logits_profile_predictions_loss: 326.0040 - logcount_predictions_loss: 0.3318 407/2386 [====>.........................] - ETA: 15:44 - loss: 328.1577 - logits_profile_predictions_loss: 326.0010 - logcount_predictions_loss: 0.3318 408/2386 [====>.........................] - ETA: 15:44 - loss: 328.1545 - logits_profile_predictions_loss: 325.9979 - logcount_predictions_loss: 0.3318 409/2386 [====>.........................] - ETA: 15:43 - loss: 328.1515 - logits_profile_predictions_loss: 325.9951 - logcount_predictions_loss: 0.3317 410/2386 [====>.........................] - ETA: 15:43 - loss: 328.1484 - logits_profile_predictions_loss: 325.9922 - logcount_predictions_loss: 0.3317 411/2386 [====>.........................] - ETA: 15:42 - loss: 328.1454 - logits_profile_predictions_loss: 325.9893 - logcount_predictions_loss: 0.3317 412/2386 [====>.........................] - ETA: 15:42 - loss: 328.1427 - logits_profile_predictions_loss: 325.9868 - logcount_predictions_loss: 0.3317 413/2386 [====>.........................] - ETA: 15:41 - loss: 328.1399 - logits_profile_predictions_loss: 325.9841 - logcount_predictions_loss: 0.3316 414/2386 [====>.........................] - ETA: 15:41 - loss: 328.1372 - logits_profile_predictions_loss: 325.9815 - logcount_predictions_loss: 0.3316 415/2386 [====>.........................] - ETA: 15:40 - loss: 328.1345 - logits_profile_predictions_loss: 325.9790 - logcount_predictions_loss: 0.3316 416/2386 [====>.........................] - ETA: 15:40 - loss: 328.1318 - logits_profile_predictions_loss: 325.9765 - logcount_predictions_loss: 0.3316 417/2386 [====>.........................] - ETA: 15:39 - loss: 328.1288 - logits_profile_predictions_loss: 325.9736 - logcount_predictions_loss: 0.3316 418/2386 [====>.........................] - ETA: 15:39 - loss: 328.1261 - logits_profile_predictions_loss: 325.9710 - logcount_predictions_loss: 0.3315 419/2386 [====>.........................] - ETA: 15:38 - loss: 328.1232 - logits_profile_predictions_loss: 325.9682 - logcount_predictions_loss: 0.3315 420/2386 [====>.........................] - ETA: 15:38 - loss: 328.1200 - logits_profile_predictions_loss: 325.9651 - logcount_predictions_loss: 0.3315 421/2386 [====>.........................] - ETA: 15:37 - loss: 328.1167 - logits_profile_predictions_loss: 325.9620 - logcount_predictions_loss: 0.3315 422/2386 [====>.........................] - ETA: 15:37 - loss: 328.1135 - logits_profile_predictions_loss: 325.9590 - logcount_predictions_loss: 0.3314 423/2386 [====>.........................] - ETA: 15:37 - loss: 328.1105 - logits_profile_predictions_loss: 325.9560 - logcount_predictions_loss: 0.3314 424/2386 [====>.........................] - ETA: 15:36 - loss: 328.1074 - logits_profile_predictions_loss: 325.9531 - logcount_predictions_loss: 0.3314 425/2386 [====>.........................] - ETA: 15:36 - loss: 328.1044 - logits_profile_predictions_loss: 325.9502 - logcount_predictions_loss: 0.3314 426/2386 [====>.........................] - ETA: 15:35 - loss: 328.1016 - logits_profile_predictions_loss: 325.9475 - logcount_predictions_loss: 0.3314 427/2386 [====>.........................] - ETA: 15:35 - loss: 328.0989 - logits_profile_predictions_loss: 325.9450 - logcount_predictions_loss: 0.3313 428/2386 [====>.........................] - ETA: 15:34 - loss: 328.0963 - logits_profile_predictions_loss: 325.9426 - logcount_predictions_loss: 0.3313 429/2386 [====>.........................] - ETA: 15:34 - loss: 328.0936 - logits_profile_predictions_loss: 325.9400 - logcount_predictions_loss: 0.3313 430/2386 [====>.........................] - ETA: 15:33 - loss: 328.0910 - logits_profile_predictions_loss: 325.9374 - logcount_predictions_loss: 0.3313 431/2386 [====>.........................] - ETA: 15:33 - loss: 328.0885 - logits_profile_predictions_loss: 325.9351 - logcount_predictions_loss: 0.3313 432/2386 [====>.........................] - ETA: 15:32 - loss: 328.0858 - logits_profile_predictions_loss: 325.9324 - logcount_predictions_loss: 0.3313 433/2386 [====>.........................] - ETA: 15:32 - loss: 328.0829 - logits_profile_predictions_loss: 325.9297 - logcount_predictions_loss: 0.3312 434/2386 [====>.........................] - ETA: 15:31 - loss: 328.0804 - logits_profile_predictions_loss: 325.9272 - logcount_predictions_loss: 0.3312 435/2386 [====>.........................] - ETA: 15:31 - loss: 328.0778 - logits_profile_predictions_loss: 325.9248 - logcount_predictions_loss: 0.3312 436/2386 [====>.........................] - ETA: 15:31 - loss: 328.0756 - logits_profile_predictions_loss: 325.9227 - logcount_predictions_loss: 0.3312 437/2386 [====>.........................] - ETA: 15:30 - loss: 328.0733 - logits_profile_predictions_loss: 325.9205 - logcount_predictions_loss: 0.3312 438/2386 [====>.........................] - ETA: 15:30 - loss: 328.0713 - logits_profile_predictions_loss: 325.9186 - logcount_predictions_loss: 0.3312 439/2386 [====>.........................] - ETA: 15:29 - loss: 328.0689 - logits_profile_predictions_loss: 325.9163 - logcount_predictions_loss: 0.3311 440/2386 [====>.........................] - ETA: 15:29 - loss: 328.0665 - logits_profile_predictions_loss: 325.9140 - logcount_predictions_loss: 0.3311 441/2386 [====>.........................] - ETA: 15:28 - loss: 328.0639 - logits_profile_predictions_loss: 325.9115 - logcount_predictions_loss: 0.3311 442/2386 [====>.........................] - ETA: 15:28 - loss: 328.0610 - logits_profile_predictions_loss: 325.9087 - logcount_predictions_loss: 0.3311 443/2386 [====>.........................] - ETA: 15:27 - loss: 328.0582 - logits_profile_predictions_loss: 325.9060 - logcount_predictions_loss: 0.3311 444/2386 [====>.........................] - ETA: 15:27 - loss: 328.0557 - logits_profile_predictions_loss: 325.9037 - logcount_predictions_loss: 0.3311 445/2386 [====>.........................] - ETA: 15:26 - loss: 328.0535 - logits_profile_predictions_loss: 325.9016 - logcount_predictions_loss: 0.3310 446/2386 [====>.........................] - ETA: 15:26 - loss: 328.0511 - logits_profile_predictions_loss: 325.8992 - logcount_predictions_loss: 0.3310 447/2386 [====>.........................] - ETA: 15:25 - loss: 328.0488 - logits_profile_predictions_loss: 325.8971 - logcount_predictions_loss: 0.3310 448/2386 [====>.........................] - ETA: 15:25 - loss: 328.0465 - 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[=====>........................] - ETA: 14:57 - loss: 327.8814 - logits_profile_predictions_loss: 325.7351 - logcount_predictions_loss: 0.3302 508/2386 [=====>........................] - ETA: 14:56 - loss: 327.8782 - logits_profile_predictions_loss: 325.7321 - logcount_predictions_loss: 0.3301 509/2386 [=====>........................] - ETA: 14:56 - loss: 327.8750 - logits_profile_predictions_loss: 325.7290 - logcount_predictions_loss: 0.3301 510/2386 [=====>........................] - ETA: 14:55 - loss: 327.8719 - logits_profile_predictions_loss: 325.7259 - logcount_predictions_loss: 0.3301 511/2386 [=====>........................] - ETA: 14:55 - loss: 327.8689 - logits_profile_predictions_loss: 325.7230 - logcount_predictions_loss: 0.3301 512/2386 [=====>........................] - ETA: 14:54 - loss: 327.8657 - logits_profile_predictions_loss: 325.7199 - logcount_predictions_loss: 0.3301 513/2386 [=====>........................] - ETA: 14:54 - loss: 327.8627 - 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[=====>........................] - ETA: 14:44 - loss: 327.8016 - logits_profile_predictions_loss: 325.6577 - logcount_predictions_loss: 0.3298 534/2386 [=====>........................] - ETA: 14:44 - loss: 327.7985 - logits_profile_predictions_loss: 325.6547 - logcount_predictions_loss: 0.3298 535/2386 [=====>........................] - ETA: 14:43 - loss: 327.7955 - logits_profile_predictions_loss: 325.6518 - logcount_predictions_loss: 0.3298 536/2386 [=====>........................] - ETA: 14:43 - loss: 327.7925 - logits_profile_predictions_loss: 325.6488 - logcount_predictions_loss: 0.3298 537/2386 [=====>........................] - ETA: 14:43 - loss: 327.7892 - logits_profile_predictions_loss: 325.6456 - logcount_predictions_loss: 0.3297 538/2386 [=====>........................] - ETA: 14:42 - loss: 327.7859 - logits_profile_predictions_loss: 325.6424 - logcount_predictions_loss: 0.3297 539/2386 [=====>........................] - ETA: 14:42 - loss: 327.7825 - 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logits_profile_predictions_loss: 302.5984 - logcount_predictions_loss: 0.2949 31/2386 [..............................] - ETA: 18:37 - loss: 305.0098 - logits_profile_predictions_loss: 303.0901 - logcount_predictions_loss: 0.2954 32/2386 [..............................] - ETA: 18:36 - loss: 305.4971 - logits_profile_predictions_loss: 303.5754 - logcount_predictions_loss: 0.2956 33/2386 [..............................] - ETA: 18:36 - loss: 305.9517 - logits_profile_predictions_loss: 304.0282 - logcount_predictions_loss: 0.2959 34/2386 [..............................] - ETA: 18:35 - loss: 306.3605 - logits_profile_predictions_loss: 304.4357 - logcount_predictions_loss: 0.2961 35/2386 [..............................] - ETA: 18:35 - loss: 306.7211 - logits_profile_predictions_loss: 304.7953 - logcount_predictions_loss: 0.2963 36/2386 [..............................] - ETA: 18:35 - loss: 307.0634 - logits_profile_predictions_loss: 305.1370 - logcount_predictions_loss: 0.2964 37/2386 [..............................] - ETA: 18:34 - loss: 307.3635 - logits_profile_predictions_loss: 305.4365 - logcount_predictions_loss: 0.2965 38/2386 [..............................] - ETA: 18:34 - loss: 307.6491 - logits_profile_predictions_loss: 305.7215 - logcount_predictions_loss: 0.2966 39/2386 [..............................] - ETA: 18:34 - loss: 307.9162 - logits_profile_predictions_loss: 305.9882 - logcount_predictions_loss: 0.2966 40/2386 [..............................] - ETA: 18:33 - loss: 308.1302 - logits_profile_predictions_loss: 306.2021 - logcount_predictions_loss: 0.2966 41/2386 [..............................] - ETA: 18:33 - loss: 308.3261 - logits_profile_predictions_loss: 306.3983 - logcount_predictions_loss: 0.2966 42/2386 [..............................] - ETA: 18:32 - loss: 308.5070 - logits_profile_predictions_loss: 306.5791 - logcount_predictions_loss: 0.2966 43/2386 [..............................] - ETA: 18:32 - loss: 308.7251 - logits_profile_predictions_loss: 306.7972 - logcount_predictions_loss: 0.2966 44/2386 [..............................] - ETA: 18:31 - loss: 308.9150 - logits_profile_predictions_loss: 306.9868 - logcount_predictions_loss: 0.2966 45/2386 [..............................] - ETA: 18:31 - loss: 309.1144 - logits_profile_predictions_loss: 307.1857 - logcount_predictions_loss: 0.2967 46/2386 [..............................] - ETA: 18:31 - loss: 309.3150 - logits_profile_predictions_loss: 307.3859 - logcount_predictions_loss: 0.2968 47/2386 [..............................] - ETA: 18:30 - loss: 309.4884 - logits_profile_predictions_loss: 307.5591 - logcount_predictions_loss: 0.2968 48/2386 [..............................] - ETA: 18:30 - loss: 309.6420 - logits_profile_predictions_loss: 307.7127 - logcount_predictions_loss: 0.2968 49/2386 [..............................] - ETA: 18:29 - loss: 309.7798 - logits_profile_predictions_loss: 307.8506 - logcount_predictions_loss: 0.2968 50/2386 [..............................] - ETA: 18:29 - loss: 309.9219 - logits_profile_predictions_loss: 307.9929 - logcount_predictions_loss: 0.2968 51/2386 [..............................] - ETA: 18:29 - loss: 310.0520 - logits_profile_predictions_loss: 308.1233 - logcount_predictions_loss: 0.2967 52/2386 [..............................] - ETA: 18:28 - loss: 310.1809 - logits_profile_predictions_loss: 308.2526 - logcount_predictions_loss: 0.2967 53/2386 [..............................] - ETA: 18:28 - loss: 310.3077 - logits_profile_predictions_loss: 308.3798 - logcount_predictions_loss: 0.2966 54/2386 [..............................] - ETA: 18:28 - loss: 310.4393 - logits_profile_predictions_loss: 308.5120 - logcount_predictions_loss: 0.2965 55/2386 [..............................] - ETA: 18:27 - loss: 310.5748 - logits_profile_predictions_loss: 308.6482 - logcount_predictions_loss: 0.2964 56/2386 [..............................] - ETA: 18:27 - loss: 310.6989 - logits_profile_predictions_loss: 308.7730 - logcount_predictions_loss: 0.2963 57/2386 [..............................] - ETA: 18:26 - loss: 310.8168 - logits_profile_predictions_loss: 308.8916 - logcount_predictions_loss: 0.2962 58/2386 [..............................] - ETA: 18:26 - loss: 310.9296 - logits_profile_predictions_loss: 309.0050 - logcount_predictions_loss: 0.2961 59/2386 [..............................] - ETA: 18:26 - loss: 311.0313 - logits_profile_predictions_loss: 309.1072 - logcount_predictions_loss: 0.2960 60/2386 [..............................] - ETA: 18:25 - loss: 311.1377 - logits_profile_predictions_loss: 309.2139 - logcount_predictions_loss: 0.2960 61/2386 [..............................] - ETA: 18:25 - loss: 311.2559 - logits_profile_predictions_loss: 309.3325 - logcount_predictions_loss: 0.2959 62/2386 [..............................] - ETA: 18:24 - loss: 311.3664 - logits_profile_predictions_loss: 309.4435 - logcount_predictions_loss: 0.2958 63/2386 [..............................] - ETA: 18:24 - loss: 311.5003 - logits_profile_predictions_loss: 309.5775 - logcount_predictions_loss: 0.2958 64/2386 [..............................] - ETA: 18:23 - loss: 311.6343 - logits_profile_predictions_loss: 309.7115 - logcount_predictions_loss: 0.2958 65/2386 [..............................] - ETA: 18:23 - loss: 311.7674 - logits_profile_predictions_loss: 309.8447 - logcount_predictions_loss: 0.2958 66/2386 [..............................] - ETA: 18:23 - loss: 311.9031 - logits_profile_predictions_loss: 309.9806 - logcount_predictions_loss: 0.2958 67/2386 [..............................] - ETA: 18:22 - loss: 312.0386 - logits_profile_predictions_loss: 310.1161 - logcount_predictions_loss: 0.2958 68/2386 [..............................] - ETA: 18:22 - loss: 312.1645 - logits_profile_predictions_loss: 310.2423 - logcount_predictions_loss: 0.2957 69/2386 [..............................] - ETA: 18:21 - loss: 312.2814 - logits_profile_predictions_loss: 310.3593 - logcount_predictions_loss: 0.2957 70/2386 [..............................] - ETA: 18:21 - loss: 312.3857 - logits_profile_predictions_loss: 310.4637 - logcount_predictions_loss: 0.2957 71/2386 [..............................] - ETA: 18:20 - loss: 312.4810 - logits_profile_predictions_loss: 310.5593 - logcount_predictions_loss: 0.2956 72/2386 [..............................] - ETA: 18:20 - loss: 312.5724 - logits_profile_predictions_loss: 310.6511 - logcount_predictions_loss: 0.2956 73/2386 [..............................] - ETA: 18:20 - loss: 312.6688 - logits_profile_predictions_loss: 310.7479 - logcount_predictions_loss: 0.2955 74/2386 [..............................] - ETA: 18:19 - loss: 312.7629 - logits_profile_predictions_loss: 310.8425 - logcount_predictions_loss: 0.2955 75/2386 [..............................] - ETA: 18:19 - loss: 312.8628 - logits_profile_predictions_loss: 310.9428 - logcount_predictions_loss: 0.2954 76/2386 [..............................] - ETA: 18:18 - loss: 312.9578 - logits_profile_predictions_loss: 311.0382 - logcount_predictions_loss: 0.2953 77/2386 [..............................] - ETA: 18:18 - loss: 313.0618 - logits_profile_predictions_loss: 311.1425 - logcount_predictions_loss: 0.2953 78/2386 [..............................] - ETA: 18:17 - loss: 313.1710 - logits_profile_predictions_loss: 311.2518 - logcount_predictions_loss: 0.2953 79/2386 [..............................] - ETA: 18:17 - loss: 313.2836 - logits_profile_predictions_loss: 311.3644 - logcount_predictions_loss: 0.2953 80/2386 [>.............................] - ETA: 18:16 - loss: 313.4013 - logits_profile_predictions_loss: 311.4821 - logcount_predictions_loss: 0.2953 81/2386 [>.............................] - ETA: 18:16 - loss: 313.5127 - logits_profile_predictions_loss: 311.5935 - logcount_predictions_loss: 0.2953 82/2386 [>.............................] - ETA: 18:15 - loss: 313.6179 - logits_profile_predictions_loss: 311.6987 - logcount_predictions_loss: 0.2953 83/2386 [>.............................] - ETA: 18:15 - loss: 313.7152 - logits_profile_predictions_loss: 311.7961 - logcount_predictions_loss: 0.2953 84/2386 [>.............................] - ETA: 18:15 - loss: 313.8058 - logits_profile_predictions_loss: 311.8867 - logcount_predictions_loss: 0.2952 85/2386 [>.............................] - ETA: 18:14 - loss: 313.8856 - logits_profile_predictions_loss: 311.9666 - logcount_predictions_loss: 0.2952 86/2386 [>.............................] - ETA: 18:14 - loss: 313.9574 - logits_profile_predictions_loss: 312.0386 - logcount_predictions_loss: 0.2952 87/2386 [>.............................] - ETA: 18:13 - loss: 314.0302 - logits_profile_predictions_loss: 312.1115 - logcount_predictions_loss: 0.2952 88/2386 [>.............................] - ETA: 18:13 - loss: 314.1011 - logits_profile_predictions_loss: 312.1826 - logcount_predictions_loss: 0.2951 89/2386 [>.............................] - ETA: 18:13 - loss: 314.1671 - logits_profile_predictions_loss: 312.2490 - logcount_predictions_loss: 0.2951 90/2386 [>.............................] - ETA: 18:12 - loss: 314.2327 - logits_profile_predictions_loss: 312.3147 - logcount_predictions_loss: 0.2951 91/2386 [>.............................] - ETA: 18:12 - loss: 314.2971 - logits_profile_predictions_loss: 312.3793 - logcount_predictions_loss: 0.2950 92/2386 [>.............................] - ETA: 18:11 - loss: 314.3641 - logits_profile_predictions_loss: 312.4464 - logcount_predictions_loss: 0.2950 93/2386 [>.............................] - ETA: 18:11 - loss: 314.4234 - logits_profile_predictions_loss: 312.5059 - logcount_predictions_loss: 0.2950 94/2386 [>.............................] - ETA: 18:10 - loss: 314.4806 - logits_profile_predictions_loss: 312.5633 - logcount_predictions_loss: 0.2950 95/2386 [>.............................] - ETA: 18:10 - loss: 314.5324 - logits_profile_predictions_loss: 312.6153 - logcount_predictions_loss: 0.2949 96/2386 [>.............................] - ETA: 18:10 - loss: 314.5819 - logits_profile_predictions_loss: 312.6650 - logcount_predictions_loss: 0.2949 97/2386 [>.............................] - ETA: 18:09 - loss: 314.6249 - logits_profile_predictions_loss: 312.7083 - logcount_predictions_loss: 0.2949 98/2386 [>.............................] - ETA: 18:09 - loss: 314.6674 - logits_profile_predictions_loss: 312.7510 - logcount_predictions_loss: 0.2948 99/2386 [>.............................] - ETA: 18:08 - loss: 314.7117 - logits_profile_predictions_loss: 312.7955 - logcount_predictions_loss: 0.2948 100/2386 [>.............................] - ETA: 18:08 - loss: 314.7518 - logits_profile_predictions_loss: 312.8359 - logcount_predictions_loss: 0.2948 101/2386 [>.............................] - ETA: 18:07 - loss: 314.7912 - logits_profile_predictions_loss: 312.8755 - logcount_predictions_loss: 0.2947 102/2386 [>.............................] - ETA: 18:07 - loss: 314.8340 - logits_profile_predictions_loss: 312.9186 - logcount_predictions_loss: 0.2947 103/2386 [>.............................] - ETA: 18:06 - loss: 314.8811 - logits_profile_predictions_loss: 312.9660 - logcount_predictions_loss: 0.2946 104/2386 [>.............................] - ETA: 18:06 - loss: 314.9270 - logits_profile_predictions_loss: 313.0123 - logcount_predictions_loss: 0.2946 105/2386 [>.............................] - ETA: 18:05 - loss: 314.9719 - logits_profile_predictions_loss: 313.0575 - logcount_predictions_loss: 0.2945 106/2386 [>.............................] - ETA: 18:05 - loss: 315.0161 - logits_profile_predictions_loss: 313.1021 - logcount_predictions_loss: 0.2945 107/2386 [>.............................] - ETA: 18:04 - loss: 315.0639 - logits_profile_predictions_loss: 313.1503 - logcount_predictions_loss: 0.2944 108/2386 [>.............................] - ETA: 18:04 - loss: 315.1109 - logits_profile_predictions_loss: 313.1976 - logcount_predictions_loss: 0.2944 109/2386 [>.............................] - ETA: 18:03 - loss: 315.1551 - logits_profile_predictions_loss: 313.2420 - logcount_predictions_loss: 0.2943 110/2386 [>.............................] - ETA: 18:03 - loss: 315.2033 - logits_profile_predictions_loss: 313.2906 - logcount_predictions_loss: 0.2943 111/2386 [>.............................] - ETA: 18:03 - loss: 315.2525 - logits_profile_predictions_loss: 313.3400 - logcount_predictions_loss: 0.2942 112/2386 [>.............................] - ETA: 18:02 - loss: 315.2963 - logits_profile_predictions_loss: 313.3841 - logcount_predictions_loss: 0.2942 113/2386 [>.............................] - ETA: 18:02 - loss: 315.3394 - logits_profile_predictions_loss: 313.4275 - logcount_predictions_loss: 0.2941 114/2386 [>.............................] - ETA: 18:01 - loss: 315.3755 - logits_profile_predictions_loss: 313.4639 - logcount_predictions_loss: 0.2941 115/2386 [>.............................] - ETA: 18:01 - loss: 315.4120 - logits_profile_predictions_loss: 313.5007 - logcount_predictions_loss: 0.2941 116/2386 [>.............................] - ETA: 18:00 - loss: 315.4492 - logits_profile_predictions_loss: 313.5381 - logcount_predictions_loss: 0.2940 117/2386 [>.............................] - ETA: 18:00 - loss: 315.4872 - logits_profile_predictions_loss: 313.5765 - logcount_predictions_loss: 0.2940 118/2386 [>.............................] - ETA: 17:59 - loss: 315.5232 - logits_profile_predictions_loss: 313.6127 - logcount_predictions_loss: 0.2939 119/2386 [>.............................] - ETA: 17:59 - loss: 315.5556 - logits_profile_predictions_loss: 313.6454 - logcount_predictions_loss: 0.2939 120/2386 [>.............................] - ETA: 17:59 - loss: 315.5871 - logits_profile_predictions_loss: 313.6772 - logcount_predictions_loss: 0.2938 121/2386 [>.............................] - ETA: 17:58 - loss: 315.6201 - 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[>.............................] - ETA: 17:55 - loss: 315.8560 - logits_profile_predictions_loss: 313.9477 - logcount_predictions_loss: 0.2936 129/2386 [>.............................] - ETA: 17:55 - loss: 315.8889 - logits_profile_predictions_loss: 313.9808 - logcount_predictions_loss: 0.2935 130/2386 [>.............................] - ETA: 17:54 - loss: 315.9247 - logits_profile_predictions_loss: 314.0167 - logcount_predictions_loss: 0.2935 131/2386 [>.............................] - ETA: 17:54 - loss: 315.9582 - logits_profile_predictions_loss: 314.0502 - logcount_predictions_loss: 0.2935 132/2386 [>.............................] - ETA: 17:53 - loss: 315.9875 - logits_profile_predictions_loss: 314.0796 - logcount_predictions_loss: 0.2935 133/2386 [>.............................] - ETA: 17:53 - loss: 316.0173 - logits_profile_predictions_loss: 314.1094 - logcount_predictions_loss: 0.2935 134/2386 [>.............................] - ETA: 17:52 - loss: 316.0425 - 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[===>..........................] - ETA: 16:01 - loss: 321.1391 - logits_profile_predictions_loss: 319.2272 - logcount_predictions_loss: 0.2941 376/2386 [===>..........................] - ETA: 16:00 - loss: 321.1468 - logits_profile_predictions_loss: 319.2348 - logcount_predictions_loss: 0.2942 377/2386 [===>..........................] - ETA: 16:00 - loss: 321.1545 - logits_profile_predictions_loss: 319.2423 - logcount_predictions_loss: 0.2942 378/2386 [===>..........................] - ETA: 15:59 - loss: 321.1620 - logits_profile_predictions_loss: 319.2497 - logcount_predictions_loss: 0.2942 379/2386 [===>..........................] - ETA: 15:59 - loss: 321.1691 - logits_profile_predictions_loss: 319.2568 - logcount_predictions_loss: 0.2942 380/2386 [===>..........................] - ETA: 15:59 - loss: 321.1763 - logits_profile_predictions_loss: 319.2639 - logcount_predictions_loss: 0.2942 381/2386 [===>..........................] - ETA: 15:58 - loss: 321.1835 - 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[===>..........................] - ETA: 15:55 - loss: 321.2343 - logits_profile_predictions_loss: 319.3210 - logcount_predictions_loss: 0.2944 389/2386 [===>..........................] - ETA: 15:54 - loss: 321.2418 - logits_profile_predictions_loss: 319.3283 - logcount_predictions_loss: 0.2944 390/2386 [===>..........................] - ETA: 15:54 - loss: 321.2489 - logits_profile_predictions_loss: 319.3353 - logcount_predictions_loss: 0.2944 391/2386 [===>..........................] - ETA: 15:53 - loss: 321.2557 - logits_profile_predictions_loss: 319.3421 - logcount_predictions_loss: 0.2944 392/2386 [===>..........................] - ETA: 15:53 - loss: 321.2630 - logits_profile_predictions_loss: 319.3492 - logcount_predictions_loss: 0.2944 393/2386 [===>..........................] - ETA: 15:52 - loss: 321.2705 - logits_profile_predictions_loss: 319.3567 - logcount_predictions_loss: 0.2944 394/2386 [===>..........................] - ETA: 15:52 - loss: 321.2777 - logits_profile_predictions_loss: 319.3638 - logcount_predictions_loss: 0.2945 395/2386 [===>..........................] - ETA: 15:51 - loss: 321.2844 - logits_profile_predictions_loss: 319.3703 - logcount_predictions_loss: 0.2945 396/2386 [===>..........................] - ETA: 15:51 - loss: 321.2913 - logits_profile_predictions_loss: 319.3771 - logcount_predictions_loss: 0.2945 397/2386 [===>..........................] - ETA: 15:50 - loss: 321.2980 - logits_profile_predictions_loss: 319.3838 - logcount_predictions_loss: 0.2945 398/2386 [====>.........................] - ETA: 15:50 - loss: 321.3048 - logits_profile_predictions_loss: 319.3904 - logcount_predictions_loss: 0.2945 399/2386 [====>.........................] - ETA: 15:49 - loss: 321.3119 - logits_profile_predictions_loss: 319.3974 - logcount_predictions_loss: 0.2945 400/2386 [====>.........................] - ETA: 15:49 - loss: 321.3190 - logits_profile_predictions_loss: 319.4044 - logcount_predictions_loss: 0.2946 401/2386 [====>.........................] - ETA: 15:49 - loss: 321.3259 - logits_profile_predictions_loss: 319.4112 - logcount_predictions_loss: 0.2946 402/2386 [====>.........................] - ETA: 15:48 - loss: 321.3330 - logits_profile_predictions_loss: 319.4183 - logcount_predictions_loss: 0.2946 403/2386 [====>.........................] - ETA: 15:48 - loss: 321.3400 - logits_profile_predictions_loss: 319.4251 - logcount_predictions_loss: 0.2946 404/2386 [====>.........................] - ETA: 15:47 - loss: 321.3467 - logits_profile_predictions_loss: 319.4317 - logcount_predictions_loss: 0.2946 405/2386 [====>.........................] - ETA: 15:47 - loss: 321.3531 - logits_profile_predictions_loss: 319.4381 - logcount_predictions_loss: 0.2946 406/2386 [====>.........................] - ETA: 15:46 - loss: 321.3603 - logits_profile_predictions_loss: 319.4451 - logcount_predictions_loss: 0.2947 407/2386 [====>.........................] - ETA: 15:46 - loss: 321.3678 - logits_profile_predictions_loss: 319.4525 - logcount_predictions_loss: 0.2947 408/2386 [====>.........................] - ETA: 15:45 - loss: 321.3749 - logits_profile_predictions_loss: 319.4595 - logcount_predictions_loss: 0.2947 409/2386 [====>.........................] - ETA: 15:45 - loss: 321.3825 - logits_profile_predictions_loss: 319.4670 - logcount_predictions_loss: 0.2947 410/2386 [====>.........................] - ETA: 15:44 - loss: 321.3905 - logits_profile_predictions_loss: 319.4749 - logcount_predictions_loss: 0.2947 411/2386 [====>.........................] - ETA: 15:44 - loss: 321.3983 - logits_profile_predictions_loss: 319.4826 - logcount_predictions_loss: 0.2947 412/2386 [====>.........................] - ETA: 15:43 - loss: 321.4064 - logits_profile_predictions_loss: 319.4905 - logcount_predictions_loss: 0.2947 413/2386 [====>.........................] - ETA: 15:43 - loss: 321.4145 - logits_profile_predictions_loss: 319.4986 - logcount_predictions_loss: 0.2948 414/2386 [====>.........................] - ETA: 15:42 - loss: 321.4228 - logits_profile_predictions_loss: 319.5067 - logcount_predictions_loss: 0.2948 415/2386 [====>.........................] - ETA: 15:42 - loss: 321.4309 - logits_profile_predictions_loss: 319.5147 - logcount_predictions_loss: 0.2948 416/2386 [====>.........................] - ETA: 15:41 - loss: 321.4390 - logits_profile_predictions_loss: 319.5228 - logcount_predictions_loss: 0.2948 417/2386 [====>.........................] - ETA: 15:41 - loss: 321.4472 - logits_profile_predictions_loss: 319.5309 - logcount_predictions_loss: 0.2948 418/2386 [====>.........................] - ETA: 15:40 - loss: 321.4550 - logits_profile_predictions_loss: 319.5386 - logcount_predictions_loss: 0.2949 419/2386 [====>.........................] - ETA: 15:40 - loss: 321.4628 - logits_profile_predictions_loss: 319.5462 - logcount_predictions_loss: 0.2949 420/2386 [====>.........................] - ETA: 15:40 - loss: 321.4703 - 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[=====>........................] - ETA: 15:12 - loss: 321.7717 - logits_profile_predictions_loss: 319.8487 - logcount_predictions_loss: 0.2959 480/2386 [=====>........................] - ETA: 15:11 - loss: 321.7755 - logits_profile_predictions_loss: 319.8524 - logcount_predictions_loss: 0.2959 481/2386 [=====>........................] - ETA: 15:11 - loss: 321.7791 - logits_profile_predictions_loss: 319.8560 - logcount_predictions_loss: 0.2959 482/2386 [=====>........................] - ETA: 15:10 - loss: 321.7827 - logits_profile_predictions_loss: 319.8594 - logcount_predictions_loss: 0.2959 483/2386 [=====>........................] - ETA: 15:10 - loss: 321.7861 - logits_profile_predictions_loss: 319.8628 - logcount_predictions_loss: 0.2959 484/2386 [=====>........................] - ETA: 15:09 - loss: 321.7895 - logits_profile_predictions_loss: 319.8661 - logcount_predictions_loss: 0.2959 485/2386 [=====>........................] - ETA: 15:09 - loss: 321.7929 - 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318.9217 - logcount_predictions_loss: 0.2967 2371/2386 [============================>.] - ETA: 7s - loss: 320.8496 - logits_profile_predictions_loss: 318.9212 - logcount_predictions_loss: 0.2967 2372/2386 [============================>.] - ETA: 6s - loss: 320.8491 - logits_profile_predictions_loss: 318.9206 - logcount_predictions_loss: 0.2967 2373/2386 [============================>.] - ETA: 6s - loss: 320.8485 - logits_profile_predictions_loss: 318.9201 - logcount_predictions_loss: 0.2967 2374/2386 [============================>.] - ETA: 5s - loss: 320.8480 - logits_profile_predictions_loss: 318.9195 - logcount_predictions_loss: 0.2967 2375/2386 [============================>.] - ETA: 5s - loss: 320.8474 - logits_profile_predictions_loss: 318.9190 - logcount_predictions_loss: 0.2967 2376/2386 [============================>.] - ETA: 4s - loss: 320.8469 - logits_profile_predictions_loss: 318.9185 - logcount_predictions_loss: 0.2967 2377/2386 [============================>.] - ETA: 4s - loss: 320.8464 - logits_profile_predictions_loss: 318.9179 - logcount_predictions_loss: 0.2967 2378/2386 [============================>.] - ETA: 3s - loss: 320.8458 - logits_profile_predictions_loss: 318.9174 - logcount_predictions_loss: 0.2967 2379/2386 [============================>.] - ETA: 3s - loss: 320.8453 - logits_profile_predictions_loss: 318.9169 - logcount_predictions_loss: 0.2967 2380/2386 [============================>.] - ETA: 2s - loss: 320.8447 - logits_profile_predictions_loss: 318.9163 - logcount_predictions_loss: 0.2967 2381/2386 [============================>.] - ETA: 2s - loss: 320.8442 - logits_profile_predictions_loss: 318.9158 - logcount_predictions_loss: 0.2967 2382/2386 [============================>.] - ETA: 1s - loss: 320.8437 - logits_profile_predictions_loss: 318.9153 - logcount_predictions_loss: 0.2967 2383/2386 [============================>.] - ETA: 1s - loss: 320.8431 - logits_profile_predictions_loss: 318.9148 - logcount_predictions_loss: 0.2967 2384/2386 [============================>.] - ETA: 0s - loss: 320.8426 - logits_profile_predictions_loss: 318.9142 - logcount_predictions_loss: 0.2967 2385/2386 [============================>.] - ETA: 0s - loss: 320.8421 - logits_profile_predictions_loss: 318.9137 - logcount_predictions_loss: 0.2967 2386/2386 [==============================] - ETA: 0s - loss: 320.8416 - logits_profile_predictions_loss: 318.9132 - logcount_predictions_loss: 0.2967 2386/2386 [==============================] - 1199s 502ms/step - loss: 320.8411 - logits_profile_predictions_loss: 318.9127 - logcount_predictions_loss: 0.2967 - val_loss: 399.5386 - val_logits_profile_predictions_loss: 397.3537 - val_logcount_predictions_loss: 0.3361 + +Epoch 00014: val_loss did not improve from 398.13538 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-10-07_05-58-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-05-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-11-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-14-18: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-07_06-14-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 5:09 3/37 [=>............................] - ETA: 21s  4/37 [==>...........................] - ETA: 27s 5/37 [===>..........................] - ETA: 30s 6/37 [===>..........................] - ETA: 31s 7/37 [====>.........................] - ETA: 31s 8/37 [=====>........................] - ETA: 31s 9/37 [======>.......................] - ETA: 30s 10/37 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[===========================>..] - ETA: 2s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 46s 1s/step +Saving marginal footprints +2022-10-07_06-17-58: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-07_06-17-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 1:40 3/37 [=>............................] - ETA: 1s  4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 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[============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 3s 93ms/step +Saving marginal footprints diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR541PUY.h5 b/fold_1/model.bias_scaled.fold_1.ENCSR541PUY.h5 new file mode 100644 index 0000000000000000000000000000000000000000..b2ff1c1ccdf806c38e5c27354a8bdf8eea114492 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR541PUY.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acceb2c4f4138062d86d64589010059cb4ffef7860ce721f3f7ea647ef28cecf +size 2688440 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR541PUY.tar b/fold_1/model.bias_scaled.fold_1.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..8a7f5396358321461df9cb1bba47a3092f8cd803 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41e5c44baf9cb63020162d87b7009a2c9436bfd410a82bedc0c5cbee695df6e1 +size 1198080 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR541PUY.h5 b/fold_1/model.chrombpnet.fold_1.ENCSR541PUY.h5 new file mode 100644 index 0000000000000000000000000000000000000000..44c8de8fc654a96b0e3cdf515dc18e8700e492a6 --- /dev/null +++ b/fold_1/model.chrombpnet.fold_1.ENCSR541PUY.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f685e382f3dae889771e646f4dc4f584ba9745ac6d53e8dfb18fdf01134f368f +size 26447928 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR541PUY.tar b/fold_1/model.chrombpnet.fold_1.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..4a5484460fcd509b52676f080b852df7d71da67a --- /dev/null +++ b/fold_1/model.chrombpnet.fold_1.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09fd33f8e7b317efc93b8fa0aa70a25485d3318d63b4150a7c1f264c3ff01289 +size 27607040 diff --git a/fold_1/model.chrombpnet_nobias.fold_1.ENCSR541PUY.h5 b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR541PUY.h5 new file mode 100644 index 0000000000000000000000000000000000000000..a2db5ff287510bf4da902f5712e573d93f3ef924 --- /dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR541PUY.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:03ad5fd87bf8b6c123028173d3aedb294503608deb766660a593b5035b49f914 +size 25583536 diff --git a/fold_1/model.chrombpnet_nobias.fold_1.ENCSR541PUY.tar b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..9a61fd637a5cb6a49aa804ea85135b34ee5a3ea5 --- /dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1100cfd31e98f4fb9e7821836dcc6b47b754a52d1b0179deb85dead682148ca8 +size 26081280 diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.args.json b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.args.json new file mode 100644 index 0000000000000000000000000000000000000000..dd4a3d2c57b716e6836567960ddb25d84079ae86 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.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//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.batch_loss.tsv b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..823007bda639ba9822cd422c4b46d898f036b074 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.batch_loss.tsv @@ -0,0 +1,40801 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 1.859989881515503 428.0554504394531 415.96551513671875 None None None +0 1 1.5836228132247925 393.4750061035156 383.18145751953125 None None None +0 2 1.665541648864746 393.1756286621094 382.349609375 None None None +0 3 1.7696998119354248 512.404052734375 500.9010009765625 None None None +0 4 1.7478704452514648 491.6929626464844 480.331787109375 None None None +0 5 1.8392672538757324 506.5365295410156 494.5812683105469 None None None +0 6 1.8503663539886475 499.2102966308594 487.1828918457031 None None None +0 7 1.7235852479934692 475.8409423828125 464.6376037597656 None None None +0 8 1.742685079574585 475.0079650878906 463.6805114746094 None None None +0 9 1.6984764337539673 467.1915588378906 456.1514587402344 None None None +0 10 1.6423735618591309 458.8130187988281 448.1376647949219 None None None +0 11 1.5782753229141235 448.5589904785156 438.3002624511719 None None None +0 12 1.5039904117584229 436.3601379394531 426.5841979980469 None None None +0 13 1.5084203481674194 436.31451416015625 426.5097961425781 None None None +0 14 1.4906374216079712 433.88067626953125 424.1914978027344 None None None +0 15 1.460778832435608 430.5206298828125 421.0255432128906 None None None +0 16 1.434542179107666 428.1816101074219 418.8570556640625 None None None +0 17 1.4307671785354614 431.75872802734375 422.4587097167969 None None None +0 18 1.4137893915176392 429.7534484863281 420.5637512207031 None None None +0 19 1.3952223062515259 425.82635498046875 416.75738525390625 None None None +0 20 1.3826013803482056 426.00823974609375 417.021240234375 None None None +0 21 1.3395510911941528 418.1827392578125 409.4755859375 None None None +0 22 1.3576135635375977 425.5052795410156 416.6806945800781 None None None +0 23 1.336211085319519 420.3711242675781 411.6856994628906 None None None +0 24 1.3380367755889893 421.2152099609375 412.51788330078125 None None None +0 25 1.3189493417739868 418.9754638671875 410.40228271484375 None None None +0 26 1.3075506687164307 418.5352783203125 410.0361328125 None None None +0 27 1.280434250831604 414.6940612792969 406.3711853027344 None None None +0 28 1.2852132320404053 417.8104248046875 409.45648193359375 None None None +0 29 1.2843784093856812 418.5783386230469 410.2298583984375 None None None +0 30 1.2771414518356323 415.5956115722656 407.2941589355469 None None None +0 31 1.2603780031204224 413.35107421875 405.1585998535156 None None None +0 32 1.2487893104553223 411.4715881347656 403.35443115234375 None None None +0 33 1.2411813735961914 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372.87664794921875 None None None +0 1926 0.7122355699539185 377.4732360839844 372.84368896484375 None None None +0 1927 0.7122305035591125 377.4819030761719 372.8524169921875 None None None +0 1928 0.712247908115387 377.49041748046875 372.86077880859375 None None None +0 1929 0.7121700048446655 377.4951171875 372.865966796875 None None None +0 1930 0.7121813893318176 377.5180969238281 372.888916015625 None None None +0 1931 0.7121695876121521 377.50213623046875 372.8730163574219 None None None +0 1932 0.7121114134788513 377.45782470703125 372.82904052734375 None None None +0 1933 0.7121424078941345 377.44854736328125 372.819580078125 None None None +0 1934 0.712110161781311 377.4347839355469 372.8060302734375 None None None +0 1935 0.7120147943496704 377.4214782714844 372.7933349609375 None None None +0 1936 0.7120636105537415 377.40570068359375 372.7772216796875 None None None +0 1937 0.7119206190109253 377.4044494628906 372.7768859863281 None None None +0 1938 0.7119202613830566 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0.7103732228279114 377.1845703125 372.5671081542969 None None None +0 1952 0.7101913094520569 377.17095947265625 372.5546875 None None None +0 1953 0.7100939154624939 377.12896728515625 372.5133361816406 None None None +0 1954 0.7101388573646545 377.1397399902344 372.5238037109375 None None None +0 1955 0.7099027633666992 377.07977294921875 372.4653625488281 None None None +0 1956 0.7097546458244324 377.0671081542969 372.45367431640625 None None None +0 1957 0.7097088098526001 377.0538024902344 372.4406433105469 None None None +0 1958 0.7096648216247559 377.0431213378906 372.43023681640625 None None None +0 1959 0.7094725966453552 377.04119873046875 372.4295959472656 None None None +0 1960 0.7093556523323059 377.0307312011719 372.41986083984375 None None None +0 1961 0.7093212008476257 377.03802490234375 372.42742919921875 None None None +0 1962 0.7092263102531433 376.98052978515625 372.37054443359375 None None None +0 1963 0.7091354131698608 376.95330810546875 372.3439025878906 None 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372.1988220214844 None None None +0 1977 0.7077838778495789 376.7858581542969 372.1852722167969 None None None +0 1978 0.7076116800308228 376.7521667480469 372.1527099609375 None None None +0 1979 0.7074139714241028 376.7057800292969 372.10760498046875 None None None +0 1980 0.7073055505752563 376.70269775390625 372.105224609375 None None None +0 1981 0.7071931958198547 376.6607360839844 372.0639953613281 None None None +0 1982 0.7070550918579102 376.6152038574219 372.01934814453125 None None None +0 1983 0.7069360613822937 376.5727844238281 371.97772216796875 None None None +0 1984 0.7069704532623291 376.5740966796875 371.9787902832031 None None None +0 1985 0.7069094777107239 376.5898742675781 371.9949951171875 None None None +0 1986 0.7069123983383179 376.5837707519531 371.9888610839844 None None None +0 1987 0.7068519592285156 376.6064453125 372.0119323730469 None None None +0 1988 0.7069016098976135 376.6621398925781 372.06732177734375 None None None +0 1989 0.7067621350288391 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0.7060092687606812 376.44403076171875 371.8549499511719 None None None +0 2003 0.7060578465461731 376.44915771484375 371.85980224609375 None None None +0 2004 0.7059793472290039 376.4437255859375 371.8548889160156 None None None +0 2005 0.7063570618629456 376.5167541503906 371.92547607421875 None None None +0 2006 0.7063758969306946 376.5286865234375 371.937255859375 None None None +0 2007 0.7062132358551025 376.5046081542969 371.9142150878906 None None None +0 2008 0.7063275575637817 376.54638671875 371.9552307128906 None None None +0 2009 0.706352949142456 376.5958557128906 372.0045166015625 None None None +0 2010 0.7063298225402832 376.5628967285156 371.9717102050781 None None None +0 2011 0.7062278389930725 376.5657958984375 371.9752502441406 None None None +0 2012 0.7061570286750793 376.57635498046875 371.9862976074219 None None None +0 2013 0.7061684727668762 376.59466552734375 372.0045471191406 None None None +0 2014 0.7060966491699219 376.6125183105469 372.0228271484375 None 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None None None +2 1929 0.45884382724761963 348.2985534667969 345.3160095214844 None None None +2 1930 0.45880982279777527 348.2683410644531 345.2860107421875 None None None +2 1931 0.45875564217567444 348.25286865234375 345.2709045410156 None None None +2 1932 0.45866522192955017 348.2430114746094 345.2616271972656 None None None +2 1933 0.45853742957115173 348.1957702636719 345.2152404785156 None None None +2 1934 0.4585246741771698 348.1634826660156 345.1829833984375 None None None +2 1935 0.45846590399742126 348.1571350097656 345.177001953125 None None None +2 1936 0.4585272967815399 348.18377685546875 345.2032775878906 None None None +2 1937 0.45851796865463257 348.1988525390625 345.2183837890625 None None None +2 1938 0.4585086405277252 348.180419921875 345.20001220703125 None None None +2 1939 0.45847588777542114 348.19378662109375 345.2135925292969 None None None +2 1940 0.4584190249443054 348.1839904785156 345.2041931152344 None None None +2 1941 0.4582855999469757 348.1712646484375 345.19232177734375 None None None +2 1942 0.45831063389778137 348.15032958984375 345.17120361328125 None None None +2 1943 0.45838651061058044 348.14373779296875 345.16412353515625 None None None +2 1944 0.45832523703575134 348.11505126953125 345.1358337402344 None None None +2 1945 0.4583356976509094 348.11334228515625 345.1340637207031 None None None +2 1946 0.4583774507045746 348.1222839355469 345.1427307128906 None None None +2 1947 0.45837318897247314 348.1349792480469 345.15545654296875 None None None +2 1948 0.45834046602249146 348.10009765625 345.1207580566406 None None None +2 1949 0.4583592414855957 348.1391906738281 345.15972900390625 None None None +2 1950 0.4582372307777405 348.08807373046875 345.1094055175781 None None None +2 1951 0.4582788944244385 348.119873046875 345.14093017578125 None None None +2 1952 0.45827817916870117 348.1148376464844 345.13592529296875 None None None +2 1953 0.4581826627254486 348.0938415527344 345.1155700683594 None None None +2 1954 0.45830070972442627 348.0921936035156 345.1131591796875 None None None +2 1955 0.4583863914012909 348.1015319824219 345.1219787597656 None None None +2 1956 0.4583040177822113 348.088134765625 345.109130859375 None None None +2 1957 0.4581971764564514 348.05096435546875 345.0726623535156 None None None +2 1958 0.4582478404045105 348.0897216796875 345.1110534667969 None None None +2 1959 0.45821720361709595 348.0830993652344 345.1046142578125 None None None +2 1960 0.4581034183502197 348.0653991699219 345.087646484375 None None None +2 1961 0.45802170038223267 348.05035400390625 345.0731506347656 None None None +2 1962 0.4579835832118988 348.0397033691406 345.0627136230469 None None None +2 1963 0.4579591155052185 348.0107421875 345.033935546875 None None None +2 1964 0.45792120695114136 348.0181884765625 345.0415954589844 None None None +2 1965 0.4580352306365967 348.041259765625 345.0639343261719 None None None +2 1966 0.4580857753753662 348.0161437988281 345.0384826660156 None None None +2 1967 0.45807263255119324 348.0445861816406 345.0670166015625 None None None +2 1968 0.45817169547080994 348.0323791503906 345.05413818359375 None None None +2 1969 0.45817166566848755 348.04083251953125 345.0625915527344 None None None +2 1970 0.458204984664917 348.0682373046875 345.0898132324219 None None None +2 1971 0.4581161439418793 348.0616149902344 345.083740234375 None None None +2 1972 0.4580898880958557 348.032470703125 345.0547790527344 None None None +2 1973 0.4580882787704468 348.0212097167969 345.0435485839844 None None None +2 1974 0.4580628275871277 348.0039367675781 345.02642822265625 None None None +2 1975 0.45799311995506287 347.97662353515625 344.9996032714844 None None None +2 1976 0.45801323652267456 347.9590148925781 344.98187255859375 None None None +2 1977 0.45807403326034546 347.9999084472656 345.0223388671875 None None None +2 1978 0.4580288827419281 347.9697265625 344.9924621582031 None None None +2 1979 0.45803529024124146 347.9659423828125 344.9886474609375 None None None +2 1980 0.4580208957195282 347.96185302734375 344.9846496582031 None None None +2 1981 0.45803290605545044 347.9504089355469 344.9731140136719 None None None +2 1982 0.4580472409725189 347.93621826171875 344.95880126953125 None None None +2 1983 0.4580257534980774 347.9734802246094 344.9962158203125 None None None +2 1984 0.45795661211013794 347.98992919921875 345.01312255859375 None None None +2 1985 0.45789074897766113 347.9686584472656 344.9922790527344 None None None +2 1986 0.45786869525909424 347.95892333984375 344.982666015625 None None None +2 1987 0.4580247104167938 348.0047302246094 345.0274353027344 None None None +2 1988 0.4579735994338989 348.0054931640625 345.028564453125 None None None +2 1989 0.45786428451538086 347.9753112792969 344.99908447265625 None None None +2 1990 0.457853764295578 347.96417236328125 344.9880065917969 None None None +2 1991 0.4577721357345581 347.9137268066406 344.9380798339844 None None None +2 1992 0.45775124430656433 347.8996276855469 344.9241027832031 None None None +2 1993 0.45775511860847473 347.89508056640625 344.9195861816406 None None None +2 1994 0.4578723609447479 347.9586486816406 344.98236083984375 None None None +2 1995 0.4578099548816681 347.9400634765625 344.96417236328125 None None None +2 1996 0.4577048718929291 347.9394836425781 344.9642639160156 None None None +2 1997 0.4576593339443207 347.9266662597656 344.9517517089844 None None None +2 1998 0.4577416181564331 347.8880310058594 344.9125671386719 None None None +2 1999 0.4578576683998108 347.90313720703125 344.9269104003906 None None None +2 2000 0.45793554186820984 347.8972473144531 344.9205017089844 None None None +2 2001 0.45798638463020325 347.9192810058594 344.94219970703125 None None None +2 2002 0.45785215497016907 347.89007568359375 344.91387939453125 None None None +2 2003 0.4580036699771881 347.9056701660156 344.9284973144531 None None None +2 2004 0.4579930901527405 347.8568115234375 344.8797302246094 None None None +2 2005 0.458063006401062 347.8543701171875 344.8768310546875 None None None +2 2006 0.4581180214881897 347.82183837890625 344.8439636230469 None None None +2 2007 0.45832085609436035 347.83856201171875 344.8593444824219 None None None +2 2008 0.45839613676071167 347.83612060546875 344.8564147949219 None None None +2 2009 0.45846980810165405 347.831298828125 344.85113525390625 None None None +2 2010 0.45842137932777405 347.826171875 344.8463439941406 None None None +2 2011 0.4583519399166107 347.8606262207031 344.8812561035156 None None None +2 2012 0.4583529531955719 347.8606262207031 344.8812255859375 None None None +2 2013 0.458393931388855 347.8875427246094 344.90789794921875 None None None +2 2014 0.45849937200546265 347.8609619140625 344.880615234375 None None None +2 2015 0.4584605097770691 347.8457946777344 344.86572265625 None None None +2 2016 0.4584444761276245 347.8294372558594 344.8494873046875 None None None +2 2017 0.4584466516971588 347.8432922363281 344.8633117675781 None None None +2 2018 0.4584903419017792 347.858154296875 344.8778991699219 None None None +2 2019 0.4584744870662689 347.85430908203125 344.8741455078125 None None None +2 2020 0.4585523009300232 347.863525390625 344.8828430175781 None None None +2 2021 0.4585661292076111 347.8526916503906 344.8719482421875 None None None +2 2022 0.4585389792919159 347.83685302734375 344.8562927246094 None None None +2 2023 0.45863232016563416 347.8620300292969 344.880859375 None None None +2 2024 0.45869556069374084 347.84185791015625 344.86029052734375 None None None +2 2025 0.45877599716186523 347.8514709472656 344.8693542480469 None None None +2 2026 0.4587480127811432 347.8318176269531 344.84991455078125 None None None +2 2027 0.45865777134895325 347.7945861816406 344.8132629394531 None None None +2 2028 0.4585954546928406 347.8105773925781 344.82965087890625 None None None +2 2029 0.45855236053466797 347.7959289550781 344.8152770996094 None None None +2 2030 0.4585229456424713 347.7557373046875 344.7752380371094 None None None +2 2031 0.45843926072120667 347.7402038574219 344.7602844238281 None None None +2 2032 0.4584310054779053 347.7424621582031 344.7625732421875 None None None +2 2033 0.4584258794784546 347.7168884277344 344.73699951171875 None None None +2 2034 0.4583534300327301 347.6680908203125 344.68865966796875 None None None +2 2035 0.4583589732646942 347.6687927246094 344.6893310546875 None None None +2 2036 0.45831578969955444 347.6507263183594 344.6715087890625 None None None +2 2037 0.45818623900413513 347.6340637207031 344.6557312011719 None None None +2 2038 0.4581585228443146 347.6252746582031 344.6470947265625 None None None +2 2039 0.4582366645336151 347.6611022949219 344.6824035644531 None None None +2 2040 0.4581846594810486 347.6582946777344 344.6799621582031 None None None +2 2041 0.458200067281723 347.6772766113281 344.6988525390625 None None None +2 2042 0.45816749334335327 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339.4902648925781 336.9267578125 None None None +5 1895 0.39446985721588135 339.4971618652344 336.9333801269531 None None None +5 1896 0.39463162422180176 339.5077209472656 336.9429016113281 None None None +5 1897 0.3946724534034729 339.5065612792969 336.9414367675781 None None None +5 1898 0.3946009874343872 339.4829406738281 336.91827392578125 None None None +5 1899 0.3945602476596832 339.5104675292969 336.9460754394531 None None None +5 1900 0.39462143182754517 339.51751708984375 336.9527282714844 None None None +5 1901 0.39463621377944946 339.513427734375 336.9485168457031 None None None +5 1902 0.39468619227409363 339.50115966796875 336.9359436035156 None None None +5 1903 0.3945998251438141 339.48358154296875 336.9189147949219 None None None +5 1904 0.3946585953235626 339.4935607910156 336.92852783203125 None None None +5 1905 0.39470815658569336 339.4884338378906 336.92303466796875 None None None +5 1906 0.3947374224662781 339.4909973144531 336.9254150390625 None None None +5 1907 0.39480912685394287 339.5005187988281 336.93450927734375 None None None +5 1908 0.39480888843536377 339.4916076660156 336.9255676269531 None None None +5 1909 0.39474722743034363 339.48175048828125 336.91607666015625 None None None +5 1910 0.39466139674186707 339.48870849609375 336.9236145019531 None None None +5 1911 0.3946239948272705 339.4781799316406 336.913330078125 None None None +5 1912 0.3946380019187927 339.504150390625 336.9391784667969 None None None +5 1913 0.3946310877799988 339.50604248046875 336.94110107421875 None None None +5 1914 0.3945753574371338 339.4918212890625 336.92724609375 None None None +5 1915 0.39453986287117004 339.5146484375 336.9503173828125 None None None +5 1916 0.39447975158691406 339.52349853515625 336.95953369140625 None None None +5 1917 0.3945412337779999 339.5473327636719 336.9830017089844 None None None +5 1918 0.39444872736930847 339.5099792480469 336.94622802734375 None None None +5 1919 0.39443254470825195 339.4886779785156 336.9250183105469 None None None +5 1920 0.39450040459632874 339.5079040527344 336.94378662109375 None None None +5 1921 0.3944699168205261 339.51263427734375 336.9486999511719 None None None +5 1922 0.39439359307289124 339.5220642089844 336.9586181640625 None None None +5 1923 0.39441239833831787 339.53985595703125 336.9762878417969 None None None +5 1924 0.3945002555847168 339.5438537597656 336.979736328125 None None None +5 1925 0.39447373151779175 339.56304931640625 336.9991455078125 None None None +5 1926 0.3944571912288666 339.58538818359375 337.0215759277344 None None None +5 1927 0.39440250396728516 339.58099365234375 337.01751708984375 None None None +5 1928 0.3944564759731293 339.5726623535156 337.0088195800781 None None None +5 1929 0.3944443464279175 339.5902099609375 337.0264892578125 None None None +5 1930 0.3943810760974884 339.5778503417969 337.0145568847656 None None None +5 1931 0.39446642994880676 339.5960693359375 337.0321960449219 None None None +5 1932 0.39440521597862244 339.61358642578125 337.0501403808594 None None None +5 1933 0.39436790347099304 339.593505859375 337.0302734375 None None None +5 1934 0.3944353461265564 339.59033203125 337.02667236328125 None None None +5 1935 0.39441677927970886 339.6026916503906 337.0391540527344 None None None +5 1936 0.3943778872489929 339.60882568359375 337.0455627441406 None None None +5 1937 0.3944610059261322 339.6282043457031 337.06439208984375 None None None +5 1938 0.39438730478286743 339.638427734375 337.0751037597656 None None None +5 1939 0.39436981081962585 339.6368713378906 337.0736389160156 None None None +5 1940 0.39437711238861084 339.62884521484375 337.0655517578125 None None None +5 1941 0.3943970203399658 339.68133544921875 337.1178894042969 None None None +5 1942 0.3943365812301636 339.6528625488281 337.0898742675781 None None None +5 1943 0.3942881226539612 339.6537170410156 337.09100341796875 None None None +5 1944 0.3941757380962372 339.63055419921875 337.068603515625 None None None +5 1945 0.39416614174842834 339.6257019042969 337.06378173828125 None None None +5 1946 0.3941321074962616 339.63238525390625 337.0706787109375 None None None +5 1947 0.3940737247467041 339.638671875 337.07733154296875 None None None +5 1948 0.39408496022224426 339.6325988769531 337.0711975097656 None None None +5 1949 0.39408811926841736 339.6944580078125 337.1330261230469 None None None +5 1950 0.394088476896286 339.7063293457031 337.1448974609375 None None None +5 1951 0.39422181248664856 339.7333984375 337.1711120605469 None None None +5 1952 0.3943134546279907 339.76409912109375 337.201171875 None None None +5 1953 0.39438673853874207 339.8130187988281 337.2496337890625 None None None +5 1954 0.3943397104740143 339.7978820800781 337.2348327636719 None None None +5 1955 0.3943997025489807 339.80291748046875 337.23944091796875 None None None +5 1956 0.3945217728614807 339.79705810546875 337.2327880859375 None None None +5 1957 0.394468754529953 339.7749328613281 337.2110290527344 None None None +5 1958 0.39448538422584534 339.75457763671875 337.1905212402344 None None None +5 1959 0.39459896087646484 339.7856750488281 337.22088623046875 None None None +5 1960 0.3946370780467987 339.7642822265625 337.1992492675781 None None None +5 1961 0.39477643370628357 339.8003234863281 337.2344055175781 None None None +5 1962 0.39477822184562683 339.7691955566406 337.2032470703125 None None None +5 1963 0.3948829174041748 339.7825012207031 337.21588134765625 None None None +5 1964 0.39497825503349304 339.79656982421875 337.22930908203125 None None None +5 1965 0.39491304755210876 339.7823486328125 337.2155456542969 None None None +5 1966 0.394965797662735 339.8099365234375 337.2427673339844 None None None +5 1967 0.395072340965271 339.7826232910156 337.21478271484375 None None None +5 1968 0.39513519406318665 339.8002624511719 337.2320251464844 None None None +5 1969 0.3951442539691925 339.79913330078125 337.2308349609375 None None None +5 1970 0.3951546549797058 339.8087463378906 337.2403869628906 None None None +5 1971 0.39524728059768677 339.81756591796875 337.24859619140625 None None None +5 1972 0.3951781094074249 339.7978210449219 337.2292785644531 None None None +5 1973 0.39525970816612244 339.8064270019531 337.2373352050781 None None None +5 1974 0.39523738622665405 339.7771301269531 337.20819091796875 None None None +5 1975 0.3952915370464325 339.7665710449219 337.1972961425781 None None None +5 1976 0.39525020122528076 339.7436828613281 337.1746520996094 None None None +5 1977 0.39522606134414673 339.7679748535156 337.1990661621094 None None None +5 1978 0.39520683884620667 339.7424621582031 337.1736755371094 None None None +5 1979 0.3951892554759979 339.7166442871094 337.14801025390625 None None None +5 1980 0.39522111415863037 339.69964599609375 337.1308288574219 None None None +5 1981 0.3954477906227112 339.6944885253906 337.1241760253906 None None None +5 1982 0.3954586684703827 339.7178039550781 337.1474304199219 None None None +5 1983 0.395475298166275 339.7291259765625 337.1586608886719 None None None +5 1984 0.39539146423339844 339.73956298828125 337.169677734375 None None None +5 1985 0.39534124732017517 339.7369079589844 337.1673278808594 None None None +5 1986 0.39530259370803833 339.7338562011719 337.16455078125 None None None +5 1987 0.39537420868873596 339.7273254394531 337.15753173828125 None None None +5 1988 0.3954322040081024 339.7225646972656 337.15240478515625 None None None +5 1989 0.39552611112594604 339.7318420410156 337.1610412597656 None None None +5 1990 0.3955363631248474 339.7154846191406 337.1446533203125 None None None +5 1991 0.39554890990257263 339.7237548828125 337.15283203125 None None None +5 1992 0.3956047296524048 339.6990051269531 337.12774658203125 None None None +5 1993 0.3956342041492462 339.71990966796875 337.1484375 None None None +5 1994 0.395598828792572 339.719970703125 337.14874267578125 None None None +5 1995 0.39564013481140137 339.702880859375 337.13140869140625 None None None +5 1996 0.3956364095211029 339.67938232421875 337.1079406738281 None None None +5 1997 0.3956682085990906 339.65545654296875 337.08380126953125 None None None +5 1998 0.3957289755344391 339.6781311035156 337.1060485839844 None None None +5 1999 0.39566946029663086 339.6568908691406 337.0852355957031 None None None +5 2000 0.3957013785839081 339.6771545410156 337.10528564453125 None None None +5 2001 0.39569592475891113 339.667236328125 337.09539794921875 None None None +5 2002 0.3956908881664276 339.6789245605469 337.10711669921875 None None None +5 2003 0.3956409692764282 339.6390075683594 337.0675354003906 None None None +5 2004 0.3956429958343506 339.6387939453125 337.06732177734375 None None None +5 2005 0.3956717252731323 339.64422607421875 337.07257080078125 None None None +5 2006 0.39583128690719604 339.6504211425781 337.0777282714844 None None None +5 2007 0.3958524465560913 339.6540222167969 337.0812072753906 None None None +5 2008 0.3960224986076355 339.6912536621094 337.1173095703125 None None None +5 2009 0.3960631787776947 339.6915283203125 337.1173095703125 None None None +5 2010 0.39604651927948 339.6838073730469 337.10968017578125 None None None +5 2011 0.3961379826068878 339.6966247558594 337.1219177246094 None None None +5 2012 0.39609962701797485 339.6823425292969 337.10791015625 None None None +5 2013 0.39609476923942566 339.66943359375 337.09503173828125 None None None +5 2014 0.3962019085884094 339.6589660644531 337.0838623046875 None None None +5 2015 0.39618366956710815 339.6379699707031 337.06298828125 None None None +5 2016 0.3961789011955261 339.68017578125 337.105224609375 None None None +5 2017 0.39624494314193726 339.6517639160156 337.0763854980469 None None None +5 2018 0.39618924260139465 339.6186218261719 337.0436096191406 None None None +5 2019 0.39618563652038574 339.62554931640625 337.05059814453125 None None None +5 2020 0.39624083042144775 339.6200866699219 337.0447692871094 None None None +5 2021 0.3962674140930176 339.6004333496094 337.02490234375 None None None +5 2022 0.3963608741760254 339.6147155761719 337.0386047363281 None None None +5 2023 0.3962935507297516 339.6001281738281 337.0244445800781 None None None +5 2024 0.39638009667396545 339.6192932128906 337.0430603027344 None None None +5 2025 0.39646026492118835 339.6319274902344 337.05517578125 None None None +5 2026 0.3965131342411041 339.6296691894531 337.05255126953125 None None None +5 2027 0.39648979902267456 339.6531982421875 337.07623291015625 None None None +5 2028 0.3965458273887634 339.66363525390625 337.0863037109375 None None None +5 2029 0.3965328335762024 339.6673583984375 337.0901184082031 None None None +5 2030 0.39648061990737915 339.6578063964844 337.0809020996094 None None None +5 2031 0.3965449631214142 339.6200866699219 337.0427551269531 None None None +5 2032 0.39652422070503235 339.64892578125 337.0717468261719 None None None +5 2033 0.396501749753952 339.6230773925781 337.0460205078125 None None None +5 2034 0.39650020003318787 339.5965881347656 337.01953125 None None None +5 2035 0.396496444940567 339.6146240234375 337.03759765625 None None None +5 2036 0.3964063227176666 339.5838623046875 337.0074462890625 None None None +5 2037 0.39638301730155945 339.55419921875 336.9779357910156 None None None +5 2038 0.39636093378067017 339.53302001953125 336.9569091796875 None None None +5 2039 0.3964211344718933 339.51873779296875 336.9422302246094 None None None +5 2040 0.3963901698589325 339.5087890625 336.9325256347656 None None None +5 2041 0.39634063839912415 339.47320556640625 336.8972473144531 None None None +5 2042 0.39637717604637146 339.485595703125 336.9093933105469 None None None +5 2043 0.3964298367500305 339.5204162597656 336.94384765625 None None None +5 2044 0.39639654755592346 339.516357421875 336.9400329589844 None None None +5 2045 0.39643678069114685 339.5154724121094 336.9388732910156 None None None +5 2046 0.3965855836868286 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336.0240173339844 None None None +6 1934 0.37984132766723633 338.4710693359375 336.00244140625 None None None +6 1935 0.37974047660827637 338.45574951171875 335.98779296875 None None None +6 1936 0.37968721985816956 338.4466857910156 335.9790954589844 None None None +6 1937 0.3796839118003845 338.4498596191406 335.98223876953125 None None None +6 1938 0.37962087988853455 338.4058837890625 335.9386901855469 None None None +6 1939 0.3795405626296997 338.3501281738281 335.88348388671875 None None None +6 1940 0.37959209084510803 338.3486022949219 335.881591796875 None None None +6 1941 0.37959563732147217 338.331787109375 335.8647766113281 None None None +6 1942 0.37961289286613464 338.32830810546875 335.8611755371094 None None None +6 1943 0.37957245111465454 338.29864501953125 335.8317565917969 None None None +6 1944 0.37944769859313965 338.25 335.7839660644531 None None None +6 1945 0.3794720768928528 338.2554626464844 335.7892761230469 None None None +6 1946 0.3794337511062622 338.243896484375 335.7779541015625 None None None +6 1947 0.37935709953308105 338.2234802246094 335.7580261230469 None None None +6 1948 0.37938839197158813 338.21435546875 335.7486877441406 None None None +6 1949 0.37933972477912903 338.20318603515625 335.73785400390625 None None None +6 1950 0.37935665249824524 338.2554016113281 335.78997802734375 None None None +6 1951 0.3793319761753082 338.2657470703125 335.80047607421875 None None None +6 1952 0.3792191445827484 338.25244140625 335.7878723144531 None None None +6 1953 0.3792217969894409 338.2314758300781 335.76690673828125 None None None +6 1954 0.3793022334575653 338.2844543457031 335.8193359375 None None None +6 1955 0.3793220520019531 338.26361083984375 335.79840087890625 None None None +6 1956 0.379422128200531 338.2455139160156 335.7796630859375 None None None +6 1957 0.3794192671775818 338.2240295410156 335.7581787109375 None None None +6 1958 0.3793558180332184 338.2115783691406 335.7461242675781 None None None +6 1959 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335.82708740234375 None None None +6 1985 0.37937241792678833 338.30072021484375 335.8351135253906 None None None +6 1986 0.37929198145866394 338.3115234375 335.846435546875 None None None +6 1987 0.379376620054245 338.3098449707031 335.8442077636719 None None None +6 1988 0.3793461322784424 338.2825927734375 335.817138671875 None None None +6 1989 0.37938830256462097 338.28265380859375 335.81689453125 None None None +6 1990 0.3794436454772949 338.2918701171875 335.82574462890625 None None None +6 1991 0.3794155418872833 338.2613220214844 335.7954406738281 None None None +6 1992 0.3794745206832886 338.2706298828125 335.8043518066406 None None None +6 1993 0.37965646386146545 338.28704833984375 335.819580078125 None None None +6 1994 0.37959957122802734 338.267333984375 335.8002014160156 None None None +6 1995 0.3795730769634247 338.2508239746094 335.78387451171875 None None None +6 1996 0.37951868772506714 338.2749328613281 335.808349609375 None None None +6 1997 0.3795384466648102 338.2879943847656 335.8212890625 None None None +6 1998 0.37948742508888245 338.2742919921875 335.80792236328125 None None None +6 1999 0.37956324219703674 338.26446533203125 335.797607421875 None None None +6 2000 0.3796495795249939 338.26129150390625 335.79388427734375 None None None +6 2001 0.37964755296707153 338.23583984375 335.7684631347656 None None None +6 2002 0.3797098696231842 338.2245788574219 335.75677490234375 None None None +6 2003 0.379692941904068 338.20819091796875 335.740478515625 None None None +6 2004 0.37963104248046875 338.1656188964844 335.69830322265625 None None None +6 2005 0.3796398341655731 338.14385986328125 335.676513671875 None None None +6 2006 0.3795880377292633 338.11663818359375 335.649658203125 None None None +6 2007 0.37964317202568054 338.0940246582031 335.62664794921875 None None None +6 2008 0.3796626627445221 338.109375 335.6418762207031 None None None +6 2009 0.3796306252479553 338.1014404296875 335.6341552734375 None None None +6 2010 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0.36978334188461304 336.24542236328125 333.84210205078125 None None None +7 1886 0.36978450417518616 336.2463073730469 333.8429870605469 None None None +7 1887 0.3698131740093231 336.25543212890625 333.8519287109375 None None None +7 1888 0.3697015047073364 336.2035827636719 333.80078125 None None None +7 1889 0.36968177556991577 336.16998291015625 333.7673034667969 None None None +7 1890 0.3696754574775696 336.1756286621094 333.7729797363281 None None None +7 1891 0.3695944547653198 336.1637878417969 333.76171875 None None None +7 1892 0.36956867575645447 336.17608642578125 333.7741394042969 None None None +7 1893 0.36961519718170166 336.217041015625 333.8147888183594 None None None +7 1894 0.36968719959259033 336.2107849121094 333.80804443359375 None None None +7 1895 0.36971524357795715 336.2285461425781 333.82562255859375 None None None +7 1896 0.3696793019771576 336.24029541015625 333.8376159667969 None None None +7 1897 0.3696816563606262 336.23345947265625 333.83074951171875 None None None +7 1898 0.3696889877319336 336.25250244140625 333.8497314453125 None None None +7 1899 0.36967575550079346 336.27142333984375 333.8687744140625 None None None +7 1900 0.36959925293922424 336.29608154296875 333.8939514160156 None None None +7 1901 0.3696826994419098 336.3147277832031 333.91204833984375 None None None +7 1902 0.3697683811187744 336.3348388671875 333.9316101074219 None None None +7 1903 0.36971399188041687 336.30859375 333.9057312011719 None None None +7 1904 0.36962854862213135 336.29278564453125 333.8905029296875 None None None +7 1905 0.3696269094944 336.2705993652344 333.8683166503906 None None None +7 1906 0.36959245800971985 336.2492980957031 333.8472595214844 None None None +7 1907 0.3696020543575287 336.2771911621094 333.8750915527344 None None None +7 1908 0.3696923553943634 336.2839050292969 333.8811950683594 None None None +7 1909 0.3696545660495758 336.2728271484375 333.870361328125 None None None +7 1910 0.369662344455719 336.3041687011719 333.90167236328125 None None None +7 1911 0.3696277439594269 336.26495361328125 333.8626403808594 None None None +7 1912 0.36968061327934265 336.2838134765625 333.8811950683594 None None None +7 1913 0.3696018159389496 336.30743408203125 333.9052734375 None None None +7 1914 0.3697062134742737 336.3481750488281 333.94537353515625 None None None +7 1915 0.3696051239967346 336.3586120605469 333.9564208984375 None None None +7 1916 0.3696793019771576 336.3367004394531 333.9340515136719 None None None +7 1917 0.3697653114795685 336.31964111328125 333.9164123535156 None None None +7 1918 0.36985641717910767 336.3268127441406 333.9229736328125 None None None +7 1919 0.3699089288711548 336.3504943847656 333.9463195800781 None None None +7 1920 0.36990901827812195 336.375732421875 333.9715576171875 None None None +7 1921 0.3698672354221344 336.3835144042969 333.9796142578125 None None None +7 1922 0.36988940834999084 336.458984375 334.054931640625 None None None +7 1923 0.36997005343437195 336.4421691894531 334.0375671386719 None None None +7 1924 0.3699486255645752 336.44769287109375 334.043212890625 None None None +7 1925 0.3699127733707428 336.4642639160156 334.05999755859375 None None None +7 1926 0.3698473870754242 336.4361267089844 334.0322570800781 None None None +7 1927 0.3698086440563202 336.42474365234375 334.0211486816406 None None None +7 1928 0.3698330819606781 336.4306945800781 334.02691650390625 None None None +7 1929 0.3698374330997467 336.44793701171875 334.0440979003906 None None None +7 1930 0.36976614594459534 336.4244384765625 334.0210876464844 None None None +7 1931 0.36973410844802856 336.4253234863281 334.02215576171875 None None None +7 1932 0.3697555959224701 336.46734619140625 334.0640869140625 None None None +7 1933 0.3698822259902954 336.47308349609375 334.0690002441406 None None None +7 1934 0.3698064982891083 336.4591369628906 334.0555114746094 None None None +7 1935 0.3698434829711914 336.4789123535156 334.0750427246094 None None None +7 1936 0.3698361814022064 336.4829406738281 334.0791320800781 None None None +7 1937 0.36992746591567993 336.46612548828125 334.06170654296875 None None None +7 1938 0.36988455057144165 336.4391174316406 334.03497314453125 None None None +7 1939 0.36988285183906555 336.4420471191406 334.03790283203125 None None None +7 1940 0.3698744475841522 336.46905517578125 334.06500244140625 None None None +7 1941 0.3698539137840271 336.42962646484375 334.0257263183594 None None None +7 1942 0.3698592782020569 336.404052734375 334.0000915527344 None None None +7 1943 0.3698839843273163 336.3752746582031 333.97119140625 None None None +7 1944 0.3698303699493408 336.360595703125 333.9568176269531 None None None +7 1945 0.3697570562362671 336.3472900390625 333.9440002441406 None None None +7 1946 0.36972713470458984 336.3594055175781 333.9563293457031 None None None +7 1947 0.3696939945220947 336.3443603515625 333.94146728515625 None None None +7 1948 0.36971530318260193 336.3963928222656 333.99334716796875 None None None +7 1949 0.3697332441806793 336.42291259765625 334.0197448730469 None None None +7 1950 0.36972537636756897 336.4144592285156 334.0113525390625 None None None +7 1951 0.36977726221084595 336.4236145019531 334.0201721191406 None None None +7 1952 0.369865745306015 336.42425537109375 334.020263671875 None None None +7 1953 0.3698027431964874 336.38525390625 333.9816589355469 None None None +7 1954 0.36984744668006897 336.39910888671875 333.9952087402344 None None None +7 1955 0.36993592977523804 336.3623352050781 333.95782470703125 None None None +7 1956 0.3698945641517639 336.3436279296875 333.93939208984375 None None None +7 1957 0.36980512738227844 336.3517761230469 333.9481506347656 None None None +7 1958 0.369709312915802 336.33392333984375 333.930908203125 None None None +7 1959 0.36961284279823303 336.3170471191406 333.9146728515625 None None None +7 1960 0.3696264326572418 336.345458984375 333.9429931640625 None None None +7 1961 0.36962634325027466 336.3533630371094 333.9508972167969 None None None +7 1962 0.3696225881576538 336.3608093261719 333.9583740234375 None None None +7 1963 0.36961138248443604 336.32574462890625 333.9233703613281 None None None +7 1964 0.3695332407951355 336.30694580078125 333.9050598144531 None None None +7 1965 0.369482159614563 336.3154296875 333.91387939453125 None None None +7 1966 0.36943647265434265 336.32183837890625 333.92059326171875 None None None +7 1967 0.36943796277046204 336.3367919921875 333.9355163574219 None None None +7 1968 0.3695021867752075 336.30535888671875 333.9036560058594 None None None +7 1969 0.3694975972175598 336.3152770996094 333.9136047363281 None None None +7 1970 0.3694256842136383 336.28045654296875 333.87921142578125 None None None +7 1971 0.369423508644104 336.26763916015625 333.86639404296875 None None None +7 1972 0.3695017397403717 336.2579650878906 333.856201171875 None None None +7 1973 0.3695182800292969 336.24249267578125 333.84063720703125 None None None +7 1974 0.36950382590293884 336.2486877441406 333.8469543457031 None None None +7 1975 0.36948251724243164 336.2595520019531 333.8579406738281 None None None +7 1976 0.3694436848163605 336.2313537597656 333.83001708984375 None None None +7 1977 0.3694041967391968 336.2131652832031 333.8121032714844 None None None +7 1978 0.36935850977897644 336.2253112792969 333.8245544433594 None None None +7 1979 0.3693523108959198 336.2120361328125 333.8113098144531 None None None +7 1980 0.3693583011627197 336.23828125 333.8374938964844 None None None +7 1981 0.3693278133869171 336.1912536621094 333.7906799316406 None None None +7 1982 0.36928024888038635 336.2033386230469 333.8030700683594 None None None +7 1983 0.36935240030288696 336.2547607421875 333.8540344238281 None None None +7 1984 0.3693983256816864 336.2812805175781 333.8802490234375 None None None +7 1985 0.3693009316921234 336.2672424316406 333.86688232421875 None None None +7 1986 0.3693777918815613 336.2598876953125 333.8590087890625 None None None +7 1987 0.36944159865379333 336.2935791015625 333.8923034667969 None None None +7 1988 0.36942723393440247 336.291015625 333.8898010253906 None None None +7 1989 0.3693886995315552 336.272216796875 333.8712463378906 None None None +7 1990 0.36937302350997925 336.26239013671875 333.8615417480469 None None None +7 1991 0.3693447411060333 336.2402648925781 333.8395690917969 None None None +7 1992 0.3692721426486969 336.22515869140625 333.8249206542969 None None None +7 1993 0.36930790543556213 336.2157287597656 333.8152770996094 None None None +7 1994 0.3693208396434784 336.22442626953125 333.8238830566406 None None None +7 1995 0.3692767024040222 336.20648193359375 333.8062438964844 None None None +7 1996 0.36930832266807556 336.2144470214844 333.8139953613281 None None None +7 1997 0.3693256974220276 336.1883544921875 333.78778076171875 None None None +7 1998 0.369406133890152 336.2017822265625 333.80072021484375 None None None +7 1999 0.36944448947906494 336.207763671875 333.806396484375 None None None +7 2000 0.3695349097251892 336.2038269042969 333.8019104003906 None None None +7 2001 0.3695307672023773 336.18603515625 333.7841491699219 None None None +7 2002 0.36952728033065796 336.1709899902344 333.76910400390625 None None None +7 2003 0.3695949614048004 336.1739501953125 333.7716369628906 None None None +7 2004 0.36958006024360657 336.1467590332031 333.7445373535156 None None None +7 2005 0.36959606409072876 336.1789245605469 333.7765808105469 None None None +7 2006 0.36964738368988037 336.1980895996094 333.7954406738281 None None None +7 2007 0.3697007894515991 336.2086486816406 333.8056640625 None None None +7 2008 0.3696717619895935 336.1973876953125 333.7945861816406 None None None +7 2009 0.36974599957466125 336.2114562988281 333.8081359863281 None None None +7 2010 0.36972999572753906 336.1940002441406 333.7908020019531 None None None +7 2011 0.36971890926361084 336.19976806640625 333.7966613769531 None None None +7 2012 0.36965370178222656 336.2119445800781 333.8092346191406 None None None +7 2013 0.3696652948856354 336.2102966308594 333.8075256347656 None None None +7 2014 0.3696645498275757 336.2078552246094 333.8050842285156 None None None +7 2015 0.36967432498931885 336.20855712890625 333.80572509765625 None None None +7 2016 0.3696831464767456 336.20660400390625 333.8037109375 None None None +7 2017 0.36969509720802307 336.2085876464844 333.8056335449219 None None None +7 2018 0.3696410357952118 336.1796875 333.7770690917969 None None None +7 2019 0.36964303255081177 336.1724853515625 333.76983642578125 None None None +7 2020 0.3696393370628357 336.22003173828125 333.8174133300781 None None None +7 2021 0.3696306645870209 336.2821960449219 333.8796081542969 None None None +7 2022 0.3696226477622986 336.275146484375 333.87261962890625 None None None +7 2023 0.36962446570396423 336.3103332519531 333.90777587890625 None None None +7 2024 0.36961302161216736 336.3288269042969 333.9263610839844 None None None +7 2025 0.3696393072605133 336.3388977050781 333.9362487792969 None None None +7 2026 0.36963212490081787 336.3308410644531 333.9282531738281 None None None +7 2027 0.3697107136249542 336.3487854003906 333.9456787109375 None None None +7 2028 0.3696870803833008 336.3362121582031 333.93328857421875 None None None +7 2029 0.3696781098842621 336.3360595703125 333.9331970214844 None None None +7 2030 0.3696747124195099 336.3592834472656 333.9564514160156 None None None +7 2031 0.3695850670337677 336.33453369140625 333.93231201171875 None None None +7 2032 0.36958637833595276 336.3521728515625 333.9499206542969 None None None +7 2033 0.3696005046367645 336.3429260253906 333.94061279296875 None None None +7 2034 0.36963188648223877 336.3580017089844 333.9554748535156 None None None +7 2035 0.3695768415927887 336.33526611328125 333.9330749511719 None None None +7 2036 0.3695064187049866 336.3451232910156 333.9433898925781 None None None +7 2037 0.36947163939476013 336.35552978515625 333.95404052734375 None None None +7 2038 0.3694869875907898 336.3742980957031 333.97271728515625 None None None +7 2039 0.36953994631767273 336.3760070800781 333.9740905761719 None None None +7 2040 0.3695496618747711 336.3440246582031 333.94207763671875 None None None +7 2041 0.36955687403678894 336.3615417480469 333.95953369140625 None None None +7 2042 0.36957260966300964 336.3780822753906 333.9759826660156 None None None +7 2043 0.3694925904273987 336.3691711425781 333.96759033203125 None None None +7 2044 0.36950892210006714 336.365478515625 333.96380615234375 None None None +7 2045 0.36943116784095764 336.3895568847656 333.98834228515625 None None None +7 2046 0.3693762421607971 336.3486328125 333.9477844238281 None None None +7 2047 0.3693535029888153 336.340576171875 333.9399108886719 None None None +7 2048 0.3693920075893402 336.3451843261719 333.9442443847656 None None None +7 2049 0.36938801407814026 336.33984375 333.9389343261719 None None None +7 2050 0.3693942427635193 336.3341369628906 333.93316650390625 None None None +7 2051 0.3697277307510376 336.3572998046875 333.9541320800781 None None None +7 2052 0.36981338262557983 336.3736267089844 333.96990966796875 None None None +7 2053 0.3697827160358429 336.3661193847656 333.96258544921875 None None None +7 2054 0.3697549104690552 336.339111328125 333.9357604980469 None None None +7 2055 0.36967790126800537 336.3265686035156 333.9237365722656 None None None +7 2056 0.3696027398109436 336.3069152832031 333.9045104980469 None None None +7 2057 0.3695842921733856 336.30645751953125 333.9042053222656 None None None +7 2058 0.3695543706417084 336.29962158203125 333.8975524902344 None None None +7 2059 0.36953726410865784 336.26910400390625 333.86712646484375 None None None +7 2060 0.3695865869522095 336.2837219238281 333.8814697265625 None None None +7 2061 0.36964771151542664 336.2948913574219 333.8921813964844 None None None +7 2062 0.3697594404220581 336.3303527832031 333.9269104003906 None None None +7 2063 0.3696925640106201 336.3441467285156 333.941162109375 None None None +7 2064 0.3696848452091217 336.33563232421875 333.93267822265625 None None None +7 2065 0.36983630061149597 336.373291015625 333.9693603515625 None None None +7 2066 0.3697883188724518 336.3887939453125 333.98516845703125 None None None +7 2067 0.369803249835968 336.3581848144531 333.9544677734375 None None None +7 2068 0.3698144853115082 336.3859558105469 333.982177734375 None None None +7 2069 0.3697642683982849 336.35638427734375 333.9529113769531 None None None +7 2070 0.3697405755519867 336.3426513671875 333.9393310546875 None None None +7 2071 0.36969926953315735 336.31787109375 333.914794921875 None None None +7 2072 0.3697381615638733 336.2966003417969 333.8932800292969 None None None +7 2073 0.3697056472301483 336.289794921875 333.88665771484375 None None None +7 2074 0.36968836188316345 336.27423095703125 333.8712463378906 None None None +7 2075 0.36966806650161743 336.2609558105469 333.85809326171875 None None None +7 2076 0.3696860671043396 336.27154541015625 333.8685607910156 None None None +7 2077 0.36966145038604736 336.251953125 333.84912109375 None None None +7 2078 0.3696961998939514 336.2587890625 333.855712890625 None None None +7 2079 0.3697417080402374 336.2963562011719 333.8929748535156 None None None +7 2080 0.36972928047180176 336.2845153808594 333.8812561035156 None None None +7 2081 0.3697582185268402 336.2867126464844 333.88330078125 None None None +7 2082 0.3696998655796051 336.26708984375 333.864013671875 None None None +7 2083 0.36973515152931213 336.2426452636719 333.83935546875 None None None +7 2084 0.36976104974746704 336.2394104003906 333.8359680175781 None None None +7 2085 0.36974912881851196 336.28271484375 333.87933349609375 None None None +7 2086 0.36979296803474426 336.28521728515625 333.8815612792969 None None None +7 2087 0.36970147490501404 336.29803466796875 333.89495849609375 None None None +7 2088 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332.5757751464844 None None None +8 1861 0.3597739040851593 334.8973083496094 332.5588073730469 None None None +8 1862 0.35987263917922974 334.9148254394531 332.5756530761719 None None None +8 1863 0.35990095138549805 334.9046630859375 332.5653076171875 None None None +8 1864 0.3598579466342926 334.8670349121094 332.5279235839844 None None None +8 1865 0.35990825295448303 334.882568359375 332.5431213378906 None None None +8 1866 0.35989630222320557 334.8706359863281 332.5312805175781 None None None +8 1867 0.35988426208496094 334.86956787109375 332.5302734375 None None None +8 1868 0.3597898781299591 334.88720703125 332.5485534667969 None None None +8 1869 0.35971033573150635 334.9097595214844 332.5716247558594 None None None +8 1870 0.3597292900085449 334.9413146972656 332.6030578613281 None None None +8 1871 0.3597034811973572 334.91845703125 332.580322265625 None None None +8 1872 0.35974952578544617 334.90179443359375 332.5633544921875 None None None +8 1873 0.35970401763916016 334.92010498046875 332.5819396972656 None None None +8 1874 0.3598392903804779 334.92193603515625 332.5829162597656 None None None +8 1875 0.3597833216190338 334.9119873046875 332.57330322265625 None None None +8 1876 0.3597739338874817 334.8888854980469 332.55023193359375 None None None +8 1877 0.35983040928840637 334.8960266113281 332.5570068359375 None None None +8 1878 0.3597811162471771 334.8687744140625 332.53009033203125 None None None +8 1879 0.3596741259098053 334.86590576171875 332.5279235839844 None None None +8 1880 0.3596456050872803 334.87774658203125 332.5399475097656 None None None +8 1881 0.3595706820487976 334.8387451171875 332.5014343261719 None None None +8 1882 0.3595215678215027 334.8448791503906 332.5079040527344 None None None +8 1883 0.35948964953422546 334.8412780761719 332.5045166015625 None None None +8 1884 0.3594699203968048 334.8634948730469 332.52685546875 None None None +8 1885 0.3594960570335388 334.8637390136719 332.52691650390625 None None None +8 1886 0.3596172630786896 334.89300537109375 332.5553894042969 None None None +8 1887 0.35968098044395447 334.90142822265625 332.5633850097656 None None None +8 1888 0.35969752073287964 334.8860778808594 332.54791259765625 None None None +8 1889 0.3596665561199188 334.8683776855469 332.5304260253906 None None None +8 1890 0.3596251308917999 334.86279296875 332.5251159667969 None None None +8 1891 0.3596420884132385 334.847412109375 332.5096435546875 None None None +8 1892 0.35965093970298767 334.8880920410156 332.5502624511719 None None None +8 1893 0.3595700263977051 334.87774658203125 332.54046630859375 None None None +8 1894 0.35955655574798584 334.83544921875 332.49822998046875 None None None +8 1895 0.35947346687316895 334.8356628417969 332.4989929199219 None None None +8 1896 0.35956376791000366 334.87200927734375 332.5347595214844 None None None +8 1897 0.3594966232776642 334.8548583984375 332.5180358886719 None None None +8 1898 0.3594250977039337 334.83258056640625 332.4962158203125 None None None +8 1899 0.35934218764305115 334.8014221191406 332.4656066894531 None None None +8 1900 0.35940268635749817 334.79290771484375 332.4566650390625 None None None +8 1901 0.35934361815452576 334.8271789550781 332.4913024902344 None None None +8 1902 0.35924211144447327 334.78515625 332.449951171875 None None None +8 1903 0.35920411348342896 334.7831115722656 332.44818115234375 None None None +8 1904 0.35923874378204346 334.7577819824219 332.4225769042969 None None None +8 1905 0.3592342436313629 334.7340393066406 332.39892578125 None None None +8 1906 0.35925668478012085 334.7591247558594 332.4238586425781 None None None +8 1907 0.35921335220336914 334.73675537109375 332.4017639160156 None None None +8 1908 0.35914090275764465 334.7066650390625 332.37213134765625 None None None +8 1909 0.35912126302719116 334.6849365234375 332.3505554199219 None None None +8 1910 0.3591162860393524 334.76385498046875 332.42950439453125 None None None +8 1911 0.35910096764564514 334.7282409667969 332.39398193359375 None None None +8 1912 0.35900387167930603 334.69195556640625 332.3583679199219 None None None +8 1913 0.35900038480758667 334.6494140625 332.3158264160156 None None None +8 1914 0.35896408557891846 334.6352233886719 332.3018493652344 None None None +8 1915 0.35893023014068604 334.62384033203125 332.2907409667969 None None None +8 1916 0.35890188813209534 334.6186828613281 332.2857666015625 None None None +8 1917 0.35890838503837585 334.68634033203125 332.3534240722656 None None None +8 1918 0.3589884042739868 334.6983947753906 332.36492919921875 None None None +8 1919 0.35893696546554565 334.7080078125 332.3748779296875 None None None +8 1920 0.35902050137519836 334.6820068359375 332.34832763671875 None None None +8 1921 0.3589712381362915 334.6666564941406 332.3332824707031 None None None +8 1922 0.35901013016700745 334.6888427734375 332.355224609375 None None None +8 1923 0.35901379585266113 334.65460205078125 332.3209533691406 None None None +8 1924 0.3590587377548218 334.6553649902344 332.3213806152344 None None None +8 1925 0.35918688774108887 334.6614074707031 332.3266296386719 None None None +8 1926 0.3592025637626648 334.65374755859375 332.3188171386719 None None None +8 1927 0.35918381810188293 334.6791687011719 332.3443908691406 None None None +8 1928 0.35923412442207336 334.7313232421875 332.396240234375 None None None +8 1929 0.3592272996902466 334.72882080078125 332.393798828125 None None None +8 1930 0.3591773211956024 334.7167053222656 332.3819885253906 None None None +8 1931 0.3592323660850525 334.8075866699219 332.4725341796875 None None None +8 1932 0.3592829704284668 334.8114013671875 332.47601318359375 None None None +8 1933 0.3593146800994873 334.8184814453125 332.4828796386719 None None None +8 1934 0.3593958020210266 334.82098388671875 332.48486328125 None None None +8 1935 0.35943803191185 334.8299255371094 332.4935302734375 None None None +8 1936 0.3593912124633789 334.85565185546875 332.5195617675781 None None None +8 1937 0.35942208766937256 334.8636474609375 332.5273742675781 None None None +8 1938 0.35944563150405884 334.89410400390625 332.5576477050781 None None None +8 1939 0.35943803191185 334.9188232421875 332.5823974609375 None None None +8 1940 0.3594547510147095 334.91363525390625 332.5771179199219 None None None +8 1941 0.3595218360424042 334.9679870605469 332.6310119628906 None None None +8 1942 0.3595150113105774 334.9954833984375 332.6585693359375 None None None +8 1943 0.35948607325553894 334.98101806640625 332.6442565917969 None None None +8 1944 0.3595283329486847 334.9823913574219 332.6453857421875 None None None +8 1945 0.35950028896331787 334.9832458496094 332.6463928222656 None None None +8 1946 0.3594542145729065 334.9624938964844 332.6259460449219 None None None +8 1947 0.35949888825416565 334.966064453125 332.6292419433594 None None None +8 1948 0.3595059812068939 334.9394226074219 332.6025390625 None None None +8 1949 0.35953155159950256 334.9928894042969 332.6558532714844 None None None +8 1950 0.3596140444278717 334.9981384277344 332.6605224609375 None None None +8 1951 0.3595886528491974 335.01556396484375 332.6781005859375 None None None +8 1952 0.35952284932136536 334.98651123046875 332.64947509765625 None None None +8 1953 0.3594731390476227 334.99468994140625 332.6579895019531 None None None +8 1954 0.3594977557659149 335.0534973144531 332.71661376953125 None None None +8 1955 0.3594444692134857 335.0465087890625 332.7099609375 None None None +8 1956 0.35944312810897827 335.0154724121094 332.678955078125 None None None +8 1957 0.3594227433204651 335.0713195800781 332.7349548339844 None None None +8 1958 0.35936224460601807 335.08673095703125 332.7507629394531 None None None +8 1959 0.35936492681503296 335.10205078125 332.7660217285156 None None None +8 1960 0.35932835936546326 335.1184387207031 332.7826843261719 None None None +8 1961 0.3593369424343109 335.1625061035156 332.82666015625 None None None +8 1962 0.35936617851257324 335.14617919921875 332.81011962890625 None None None +8 1963 0.3592587113380432 335.08514404296875 332.7497863769531 None None None +8 1964 0.3592803478240967 335.0721740722656 332.7366943359375 None None None +8 1965 0.35930168628692627 335.0464782714844 332.7108459472656 None None None +8 1966 0.3592461943626404 335.0414733886719 332.7061767578125 None None None +8 1967 0.35918647050857544 335.01861572265625 332.6837158203125 None None None +8 1968 0.35923993587493896 335.0284423828125 332.6932067871094 None None None +8 1969 0.3591955602169037 335.0068664550781 332.6719055175781 None None None +8 1970 0.3591320216655731 335.0065612792969 332.6719970703125 None None None +8 1971 0.35907796025276184 335.00054931640625 332.6663818359375 None None None +8 1972 0.35906118154525757 335.05194091796875 332.7178649902344 None None None +8 1973 0.3590145707130432 335.051513671875 332.7177734375 None None None +8 1974 0.3589467406272888 335.0401306152344 332.70684814453125 None None None +8 1975 0.3588986098766327 335.0271911621094 332.6942443847656 None None None +8 1976 0.35896384716033936 335.0343322753906 332.700927734375 None None None +8 1977 0.3590066134929657 335.0288391113281 332.6951599121094 None None None +8 1978 0.3590450882911682 335.0377502441406 332.7038269042969 None None None +8 1979 0.35914018750190735 335.04669189453125 332.712158203125 None None None +8 1980 0.35907790064811707 335.02545166015625 332.6913146972656 None None None +8 1981 0.3590565323829651 335.0057678222656 332.6717834472656 None None None +8 1982 0.3590807318687439 334.98687744140625 332.6527404785156 None None None +8 1983 0.35907673835754395 334.9668273925781 332.63275146484375 None None None +8 1984 0.35904043912887573 334.96075439453125 332.6269226074219 None None None +8 1985 0.3590284585952759 334.9264221191406 332.5926513671875 None None None +8 1986 0.35898736119270325 334.92791748046875 332.5943908691406 None None None +8 1987 0.35893428325653076 334.8953857421875 332.56219482421875 None None None +8 1988 0.3588806986808777 334.88336181640625 332.55047607421875 None None None +8 1989 0.35886913537979126 334.91790771484375 332.5851135253906 None None None +8 1990 0.35887864232063293 334.9105529785156 332.57769775390625 None None None +8 1991 0.35890206694602966 334.9453430175781 332.6123046875 None None None +8 1992 0.35897892713546753 334.9853210449219 332.6518249511719 None None None +8 1993 0.3589714765548706 334.9684143066406 332.6349182128906 None None None +8 1994 0.35894256830215454 334.9835205078125 332.6502380371094 None None None +8 1995 0.359026700258255 334.9710388183594 332.6372375488281 None None None +8 1996 0.35909509658813477 334.96484375 332.630615234375 None None None +8 1997 0.3590393364429474 334.9368591308594 332.6029968261719 None None None +8 1998 0.35901278257369995 334.93133544921875 332.5976257324219 None None None +8 1999 0.3590438663959503 334.9424133300781 332.6085205078125 None None None +8 2000 0.35901376605033875 334.9801940917969 332.646484375 None None None +8 2001 0.359038382768631 334.9796447753906 332.645751953125 None None None +8 2002 0.35899749398231506 334.985107421875 332.6514587402344 None None None +8 2003 0.3590802848339081 334.9734191894531 332.6392822265625 None None None +8 2004 0.35909485816955566 334.9979553222656 332.6637268066406 None None None +8 2005 0.3591013252735138 335.0191650390625 332.68487548828125 None None None +8 2006 0.35910773277282715 335.0147399902344 332.680419921875 None None None +8 2007 0.35909977555274963 335.0467529296875 332.71246337890625 None None None +8 2008 0.35905200242996216 335.00933837890625 332.6753845214844 None None None +8 2009 0.35907599329948425 335.0006103515625 332.6664733886719 None None None +8 2010 0.3590652644634247 335.0104064941406 332.67633056640625 None None None +8 2011 0.35907647013664246 335.0218200683594 332.68768310546875 None None None +8 2012 0.35904133319854736 334.9966735839844 332.6627197265625 None None None +8 2013 0.3590500056743622 335.01690673828125 332.68292236328125 None None None +8 2014 0.3590073585510254 335.0420837402344 332.7083740234375 None None None +8 2015 0.35896384716033936 335.0323181152344 332.6988830566406 None None None +8 2016 0.35888075828552246 335.027099609375 332.6942443847656 None None None +8 2017 0.358792781829834 334.99591064453125 332.66363525390625 None None None +8 2018 0.35873278975486755 334.97674560546875 332.64483642578125 None None None +8 2019 0.3588067591190338 334.9971923828125 332.6648254394531 None None None +8 2020 0.3589799404144287 334.9998779296875 332.6663818359375 None None None +8 2021 0.35901308059692383 334.9762878417969 332.642578125 None None None +8 2022 0.35900595784187317 335.02154541015625 332.6878967285156 None None None +8 2023 0.3589863181114197 335.023681640625 332.69012451171875 None None None +8 2024 0.35898470878601074 335.0361328125 332.70257568359375 None None None +8 2025 0.3589060604572296 335.02777099609375 332.6947021484375 None None None +8 2026 0.35888442397117615 335.02606201171875 332.6931457519531 None None None +8 2027 0.3588255047798157 335.0156555175781 332.68310546875 None None None +8 2028 0.35887855291366577 335.0103759765625 332.677490234375 None None None +8 2029 0.3588698208332062 334.99346923828125 332.6606750488281 None None None +8 2030 0.35881829261779785 334.9954528808594 332.6629943847656 None None None +8 2031 0.35880351066589355 334.9916076660156 332.65924072265625 None None None +8 2032 0.3587888479232788 334.9737854003906 332.6414794921875 None None None +8 2033 0.3587665259838104 334.9554748535156 332.6233215332031 None None None +8 2034 0.35875216126441956 334.9234924316406 332.5914306640625 None None None +8 2035 0.3587299585342407 334.8951721191406 332.5632629394531 None None None +8 2036 0.3587096929550171 334.90478515625 332.5730285644531 None None None +8 2037 0.3586548864841461 334.9311218261719 332.5997314453125 None None None +8 2038 0.358621209859848 334.89892578125 332.5677795410156 None None None +8 2039 0.3586246073246002 334.8912353515625 332.5600280761719 None None None +8 2040 0.35858115553855896 334.8564147949219 332.5255126953125 None None None +8 2041 0.3585890233516693 334.8259582519531 332.4949951171875 None None None +8 2042 0.3585500419139862 334.8022155761719 332.47149658203125 None None None +8 2043 0.35852551460266113 334.78851318359375 332.45794677734375 None None None +8 2044 0.3586263358592987 334.8551025390625 332.52392578125 None None None +8 2045 0.3586404621601105 334.8800964355469 332.5487976074219 None None None +8 2046 0.3585972487926483 334.8789978027344 332.5479736328125 None None None +8 2047 0.35863327980041504 334.8794860839844 332.5482177734375 None None None +8 2048 0.35865870118141174 334.8724060058594 332.5409851074219 None None None +8 2049 0.3586394190788269 334.8680419921875 332.5367431640625 None None None +8 2050 0.35863402485847473 334.8648986816406 332.5336608886719 None 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330.6932067871094 None None None +9 1925 0.3496388792991638 332.9694519042969 330.69671630859375 None None None +9 1926 0.3496176600456238 332.95953369140625 330.6869201660156 None None None +9 1927 0.34960028529167175 332.9487609863281 330.6762390136719 None None None +9 1928 0.3495582342147827 332.95159912109375 330.67938232421875 None None None +9 1929 0.3496105372905731 332.9691162109375 330.696533203125 None None None +9 1930 0.3496352732181549 332.97015380859375 330.69744873046875 None None None +9 1931 0.34972167015075684 332.9820251464844 330.708740234375 None None None +9 1932 0.349690705537796 333.0049743652344 330.73193359375 None None None +9 1933 0.34968647360801697 332.9985046386719 330.7254638671875 None None None +9 1934 0.34961438179016113 332.97491455078125 330.70233154296875 None None None +9 1935 0.3495803773403168 332.9784851074219 330.70611572265625 None None None +9 1936 0.3496643602848053 332.97998046875 330.70709228515625 None None None +9 1937 0.34970036149024963 332.95977783203125 330.6866149902344 None None None +9 1938 0.3497077524662018 332.9450988769531 330.6719055175781 None None None +9 1939 0.3496692478656769 332.9424743652344 330.6695251464844 None None None +9 1940 0.3497156798839569 332.92974853515625 330.6565246582031 None None None +9 1941 0.3496875464916229 332.901611328125 330.6285705566406 None None None +9 1942 0.3497530221939087 332.8816833496094 330.60821533203125 None None None +9 1943 0.3497243821620941 332.8555603027344 330.582275390625 None None None +9 1944 0.34972289204597473 332.87872314453125 330.60546875 None None None +9 1945 0.3497299253940582 332.8643798828125 330.591064453125 None None None +9 1946 0.3498017191886902 332.8408203125 330.5670166015625 None None None +9 1947 0.3498442769050598 332.8656311035156 330.5915832519531 None None None +9 1948 0.3499596118927002 332.8459167480469 330.57110595703125 None None None +9 1949 0.3500087857246399 332.8680419921875 330.5929260253906 None None None +9 1950 0.35012269020080566 332.90631103515625 330.6304016113281 None None None +9 1951 0.35015153884887695 332.9160461425781 330.6399841308594 None None None +9 1952 0.35021281242370605 332.9136657714844 330.63720703125 None None None +9 1953 0.35021090507507324 332.92266845703125 330.6462097167969 None None None +9 1954 0.3502453565597534 332.9252624511719 330.6485595703125 None None None +9 1955 0.35026729106903076 332.9176025390625 330.6407470703125 None None None +9 1956 0.3503052592277527 332.96710205078125 330.6900329589844 None None None +9 1957 0.3503047227859497 333.0081481933594 330.7310791015625 None None None +9 1958 0.35024580359458923 332.9907531738281 330.71405029296875 None None None +9 1959 0.3502413034439087 332.9783020019531 330.7016296386719 None None None +9 1960 0.3502831757068634 332.9798889160156 330.7029113769531 None None None +9 1961 0.35032567381858826 332.9789733886719 330.7017517089844 None None None +9 1962 0.3503376841545105 332.9647216796875 330.6874084472656 None None None +9 1963 0.3503459692001343 332.97784423828125 330.7004699707031 None None None +9 1964 0.3503419756889343 332.9889221191406 330.7115783691406 None None None +9 1965 0.35043951869010925 333.03607177734375 330.75811767578125 None None None +9 1966 0.3504404127597809 333.048583984375 330.7705993652344 None None None +9 1967 0.3503972291946411 333.0467529296875 330.7690124511719 None None None +9 1968 0.3503724932670593 333.0205078125 330.7429504394531 None None None +9 1969 0.35040390491485596 333.02459716796875 330.746826171875 None None None +9 1970 0.3503774106502533 332.9951171875 330.717529296875 None None None +9 1971 0.3504287898540497 333.00604248046875 330.7281188964844 None None None +9 1972 0.35049402713775635 333.02093505859375 330.7425842285156 None None None +9 1973 0.3505428731441498 333.01068115234375 330.73199462890625 None None None +9 1974 0.3506980836391449 333.0595703125 330.7798767089844 None None None +9 1975 0.35074567794799805 333.0718688964844 330.7918395996094 None None None +9 1976 0.3506724536418915 333.0710754394531 330.7915344238281 None None None +9 1977 0.35066530108451843 333.0621337890625 330.78265380859375 None None None +9 1978 0.3506888151168823 333.0836486816406 330.80401611328125 None None None +9 1979 0.35067659616470337 333.0863342285156 330.8067626953125 None None None +9 1980 0.3506835699081421 333.1034851074219 330.8238525390625 None None None +9 1981 0.3507286608219147 333.1113586425781 330.8314208984375 None None None +9 1982 0.35076582431793213 333.1824951171875 330.9023132324219 None None None +9 1983 0.35083523392677307 333.19439697265625 330.9137878417969 None None None +9 1984 0.35078421235084534 333.1741943359375 330.8938903808594 None None None +9 1985 0.3507131338119507 333.1698913574219 330.8900451660156 None None None +9 1986 0.35073935985565186 333.1893615722656 330.90936279296875 None None None +9 1987 0.3506833016872406 333.17578125 330.8961181640625 None None None +9 1988 0.3507044315338135 333.1888427734375 330.9090576171875 None None None +9 1989 0.3506985008716583 333.1866149902344 330.9068603515625 None None None +9 1990 0.35066482424736023 333.1942138671875 330.9146728515625 None None None +9 1991 0.35060548782348633 333.2042541503906 330.92510986328125 None None None +9 1992 0.35057711601257324 333.2021484375 330.9231872558594 None None None +9 1993 0.35055744647979736 333.2117614746094 330.93292236328125 None None None +9 1994 0.35053688287734985 333.18402099609375 330.90533447265625 None None None +9 1995 0.3505082428455353 333.1850891113281 330.90655517578125 None None None +9 1996 0.35046690702438354 333.1713562011719 330.8930969238281 None None None +9 1997 0.3504932224750519 333.16510009765625 330.88665771484375 None None None +9 1998 0.3504215180873871 333.1257019042969 330.84771728515625 None None None +9 1999 0.3504396677017212 333.1118469238281 330.833740234375 None None None +9 2000 0.35040363669395447 333.1207580566406 330.8428955078125 None None None +9 2001 0.3504311144351959 333.1427001953125 330.8646545410156 None None None +9 2002 0.3504348397254944 333.171875 330.8938293457031 None None None +9 2003 0.3504239320755005 333.1567687988281 330.8788146972656 None None None +9 2004 0.3503701984882355 333.13525390625 330.8576354980469 None None None +9 2005 0.35030484199523926 333.1207275390625 330.84356689453125 None None None +9 2006 0.3502761125564575 333.1249084472656 330.8479309082031 None None None +9 2007 0.3502669334411621 333.132568359375 330.85565185546875 None None None +9 2008 0.3503212332725525 333.1214599609375 330.84417724609375 None None None +9 2009 0.35025930404663086 333.1217346191406 330.8448791503906 None None None +9 2010 0.35022208094596863 333.1212463378906 330.8446044921875 None None None +9 2011 0.3502076268196106 333.122802734375 330.8462219238281 None None None +9 2012 0.3502693474292755 333.1131591796875 330.8362121582031 None None None +9 2013 0.350246787071228 333.1073303222656 330.83056640625 None None None +9 2014 0.35020285844802856 333.0825500488281 330.8060607910156 None None None +9 2015 0.3502369821071625 333.10546875 330.8287353515625 None None None +9 2016 0.3503260314464569 333.1246032714844 330.8472900390625 None None None +9 2017 0.35040780901908875 333.15106201171875 330.8731994628906 None None None +9 2018 0.3504423499107361 333.1710510253906 330.8929748535156 None None None +9 2019 0.35043248534202576 333.1629943847656 330.8849792480469 None None None +9 2020 0.35035189986228943 333.17291259765625 330.8954162597656 None None None +9 2021 0.3503788411617279 333.20098876953125 330.9233093261719 None None None +9 2022 0.3504018485546112 333.2218933105469 330.944091796875 None None None +9 2023 0.3503696322441101 333.2380065917969 330.96044921875 None None None +9 2024 0.35036391019821167 333.25567626953125 330.9781494140625 None None None +9 2025 0.35037240386009216 333.2421875 330.9646301269531 None None None +9 2026 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0.3408952057361603 331.89154052734375 329.6759948730469 None None None +10 1967 0.3409610688686371 331.8791809082031 329.6632385253906 None None None +10 1968 0.3409462869167328 331.86083984375 329.64495849609375 None None None +10 1969 0.3409101366996765 331.85150146484375 329.6358642578125 None None None +10 1970 0.34093138575553894 331.8395080566406 329.62371826171875 None None None +10 1971 0.3409726321697235 331.87445068359375 329.65838623046875 None None None +10 1972 0.34095799922943115 331.8983154296875 329.6823425292969 None None None +10 1973 0.34089064598083496 331.9039611816406 329.6883850097656 None None None +10 1974 0.3409615457057953 331.97528076171875 329.7592468261719 None None None +10 1975 0.34092092514038086 331.951416015625 329.73565673828125 None None None +10 1976 0.3408646881580353 331.9118347167969 329.6964416503906 None None None +10 1977 0.34082090854644775 331.8987731933594 329.6836853027344 None None None +10 1978 0.34080973267555237 331.8783874511719 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328.8620910644531 None None None +11 1860 0.3373338282108307 331.0960693359375 328.903076171875 None None None +11 1861 0.3373796343803406 331.0834655761719 328.8901672363281 None None None +11 1862 0.337368905544281 331.0718994140625 328.878662109375 None None None +11 1863 0.33737704157829285 331.05096435546875 328.857666015625 None None None +11 1864 0.33738043904304504 331.052734375 328.8594055175781 None None None +11 1865 0.3373749256134033 331.039794921875 328.84649658203125 None None None +11 1866 0.3373098373413086 331.0372009277344 328.8443298339844 None None None +11 1867 0.3372533321380615 331.0355224609375 328.8430480957031 None None None +11 1868 0.33723828196525574 331.0160217285156 328.8236389160156 None None None +11 1869 0.3371480405330658 330.9715881347656 328.7798156738281 None None None +11 1870 0.33712896704673767 330.9927062988281 328.80108642578125 None None None +11 1871 0.3371180593967438 330.9661865234375 328.77459716796875 None None None +11 1872 0.33715444803237915 330.9766540527344 328.7847900390625 None None None +11 1873 0.33727478981018066 330.97509765625 328.782470703125 None None None +11 1874 0.3373710811138153 331.0257568359375 328.83258056640625 None None None +11 1875 0.33736297488212585 331.0446472167969 328.85150146484375 None None None +11 1876 0.33734869956970215 331.08001708984375 328.8869934082031 None None None +11 1877 0.33740076422691345 331.0661315917969 328.8727722167969 None None None +11 1878 0.3373841941356659 331.065185546875 328.8719482421875 None None None +11 1879 0.3373500406742096 331.06097412109375 328.8679504394531 None None None +11 1880 0.33735421299934387 331.0669860839844 328.8739318847656 None None None +11 1881 0.3374125361442566 331.088623046875 328.89520263671875 None None None +11 1882 0.3374531865119934 331.10125732421875 328.9075622558594 None None None +11 1883 0.33755725622177124 331.17645263671875 328.9820556640625 None None None +11 1884 0.33758509159088135 331.2000732421875 329.0054626464844 None None None +11 1885 0.3375426232814789 331.20135498046875 329.00701904296875 None None None +11 1886 0.3375009596347809 331.1998291015625 329.0057678222656 None None None +11 1887 0.33746659755706787 331.2011413574219 329.00732421875 None None None +11 1888 0.33745959401130676 331.1962585449219 329.0024719238281 None None None +11 1889 0.3374287486076355 331.2020568847656 329.0084533691406 None None None +11 1890 0.3374365270137787 331.1847229003906 328.9910888671875 None None None +11 1891 0.3373987078666687 331.179443359375 328.98602294921875 None None None +11 1892 0.3373490273952484 331.1583557128906 328.96527099609375 None None None +11 1893 0.3374115526676178 331.20196533203125 329.00848388671875 None None None +11 1894 0.3373548686504364 331.1820068359375 328.9888916015625 None None None +11 1895 0.337379515171051 331.2259826660156 329.03271484375 None None None +11 1896 0.3373805582523346 331.2144470214844 329.02117919921875 None None None +11 1897 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329.0498962402344 None None None +11 1910 0.33740073442459106 331.21453857421875 329.0211486816406 None None None +11 1911 0.3373144567012787 331.1864013671875 328.9935607910156 None None None +11 1912 0.33732229471206665 331.1790466308594 328.9861755371094 None None None +11 1913 0.33728817105293274 331.1714782714844 328.9788513183594 None None None +11 1914 0.33725547790527344 331.1616516113281 328.96923828125 None None None +11 1915 0.3371933400630951 331.16131591796875 328.96929931640625 None None None +11 1916 0.33717983961105347 331.1632385253906 328.9713439941406 None None None +11 1917 0.3371798098087311 331.1749267578125 328.9830322265625 None None None +11 1918 0.33712494373321533 331.1801452636719 328.98858642578125 None None None +11 1919 0.337053120136261 331.1701354980469 328.97906494140625 None None None +11 1920 0.3370349109172821 331.1612243652344 328.97027587890625 None None None +11 1921 0.3369837999343872 331.15643310546875 328.9658203125 None None None +11 1922 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328.8105163574219 None None None +11 1935 0.33699822425842285 331.0049743652344 328.814208984375 None None None +11 1936 0.3370324671268463 330.9934997558594 328.8025207519531 None None None +11 1937 0.3369879126548767 330.9994812011719 328.80877685546875 None None None +11 1938 0.33703532814979553 330.9844970703125 328.7934875488281 None None None +11 1939 0.3369838297367096 330.9869384765625 328.7962646484375 None None None +11 1940 0.3369404971599579 331.0249328613281 328.83453369140625 None None None +11 1941 0.3370167016983032 331.02557373046875 328.8346862792969 None None None +11 1942 0.3369728922843933 331.0471496582031 328.8565368652344 None None None +11 1943 0.336929589509964 331.0523986816406 328.862060546875 None None None +11 1944 0.3369540274143219 331.04962158203125 328.859130859375 None None None +11 1945 0.33694693446159363 331.0480651855469 328.8576354980469 None None None +11 1946 0.3369491994380951 331.0412902832031 328.8507995605469 None None None +11 1947 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328.9294738769531 None None None +11 1960 0.3369302451610565 331.1172180175781 328.9269104003906 None None None +11 1961 0.33684444427490234 331.1192626953125 328.9295349121094 None None None +11 1962 0.3367964029312134 331.1163635253906 328.9269714355469 None None None +11 1963 0.3368152976036072 331.1108703613281 328.92132568359375 None None None +11 1964 0.3367553949356079 331.0979309082031 328.9088134765625 None None None +11 1965 0.3367534577846527 331.0887756347656 328.8996887207031 None None None +11 1966 0.33672401309013367 331.1033020019531 328.9143981933594 None None None +11 1967 0.3367214500904083 331.0772705078125 328.8883972167969 None None None +11 1968 0.336747407913208 331.093994140625 328.90496826171875 None None None +11 1969 0.33676034212112427 331.0665588378906 328.8774719238281 None None None +11 1970 0.33673280477523804 331.0702819824219 328.8813781738281 None None None +11 1971 0.33672472834587097 331.0512390136719 328.8623962402344 None None None +11 1972 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None None None +11 1985 0.33690717816352844 331.02581787109375 328.835693359375 None None None +11 1986 0.3369424641132355 331.0269470214844 328.83660888671875 None None None +11 1987 0.3368995189666748 331.0417785644531 328.8517150878906 None None None +11 1988 0.3368890881538391 331.0428466796875 328.85284423828125 None None None +11 1989 0.33683809638023376 331.0708312988281 328.8811340332031 None None None +11 1990 0.3368009030818939 331.0575256347656 328.86810302734375 None None None +11 1991 0.3367679715156555 331.0885925292969 328.8993835449219 None None None +11 1992 0.3367542624473572 331.11669921875 328.92755126953125 None None None +11 1993 0.3367365300655365 331.1002502441406 328.91119384765625 None None None +11 1994 0.33666518330574036 331.0723571777344 328.8837585449219 None None None +11 1995 0.3366647958755493 331.0838928222656 328.8952941894531 None None None +11 1996 0.3367663621902466 331.10107421875 328.9118347167969 None None None +11 1997 0.33675286173820496 331.086669921875 328.89752197265625 None None None +11 1998 0.33678779006004333 331.0771179199219 328.88775634765625 None None None +11 1999 0.33675163984298706 331.04083251953125 328.8516845703125 None None None +11 2000 0.33675307035446167 331.0814514160156 328.89227294921875 None None None +11 2001 0.3367011845111847 331.0690002441406 328.8801574707031 None None None +11 2002 0.3366401791572571 331.0643615722656 328.8759460449219 None None None +11 2003 0.33659541606903076 331.05255126953125 328.8644104003906 None None None +11 2004 0.3365246057510376 331.0791931152344 328.8915100097656 None None None +11 2005 0.3365062475204468 331.0947265625 328.90716552734375 None None None +11 2006 0.33648204803466797 331.1286926269531 328.9412841796875 None None None +11 2007 0.336485892534256 331.1260681152344 328.9386291503906 None None None +11 2008 0.3363998532295227 331.09417724609375 328.90728759765625 None None None +11 2009 0.3364223539829254 331.1231384277344 328.9361267089844 None 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0.32734546065330505 330.8740234375 328.7466125488281 None None None +12 1828 0.32737669348716736 330.8825378417969 328.7549133300781 None None None +12 1829 0.3273923993110657 330.8807678222656 328.7530212402344 None None None +12 1830 0.3273814916610718 330.8968200683594 328.7691345214844 None None None +12 1831 0.3273584842681885 330.8941345214844 328.7666320800781 None None None +12 1832 0.32736721634864807 330.87884521484375 328.75128173828125 None None None +12 1833 0.32741519808769226 330.8753662109375 328.74749755859375 None None None +12 1834 0.3274078667163849 330.89520263671875 328.7673645019531 None None None +12 1835 0.3274083435535431 330.91986083984375 328.7920227050781 None None None +12 1836 0.3274354636669159 330.91754150390625 328.78948974609375 None None None +12 1837 0.3275003433227539 330.9336853027344 328.80517578125 None None None +12 1838 0.3275131583213806 330.9394836425781 328.8108825683594 None None None +12 1839 0.3275488018989563 330.9237060546875 328.7948913574219 None None None +12 1840 0.3275582492351532 330.9336242675781 328.8047180175781 None None None +12 1841 0.32758668065071106 330.9413146972656 328.8122253417969 None None None +12 1842 0.327639102935791 330.9627990722656 328.8333435058594 None None None +12 1843 0.3276490271091461 330.9881896972656 328.8586730957031 None None None +12 1844 0.3276090621948242 330.9599609375 328.8307189941406 None None None +12 1845 0.32756155729293823 330.939208984375 328.8102722167969 None None None +12 1846 0.3275369703769684 330.9744873046875 328.845703125 None None None +12 1847 0.3275300860404968 330.9888916015625 328.8601379394531 None None None +12 1848 0.3275185525417328 330.9617004394531 328.8330078125 None None None +12 1849 0.3275125026702881 330.9681091308594 328.8394470214844 None None None +12 1850 0.32740873098373413 330.9320373535156 328.8040466308594 None None None +12 1851 0.32740333676338196 330.9825744628906 328.8545837402344 None None None +12 1852 0.327463835477829 330.9638671875 328.83551025390625 None None None +12 1853 0.3274999260902405 330.9367370605469 328.8081359863281 None None None +12 1854 0.32753467559814453 330.91680908203125 328.78802490234375 None None None +12 1855 0.3275572657585144 330.9347229003906 328.8057556152344 None None None +12 1856 0.3275369107723236 330.92047119140625 328.7916564941406 None None None +12 1857 0.3275366723537445 330.9246520996094 328.79583740234375 None None None +12 1858 0.3274807631969452 330.8978576660156 328.7694091796875 None None None +12 1859 0.32748979330062866 330.8709411621094 328.742431640625 None None None +12 1860 0.3275667130947113 330.8525390625 328.7235107421875 None None None +12 1861 0.32762372493743896 330.8743896484375 328.7449951171875 None None None +12 1862 0.32772955298423767 330.91265869140625 328.7825927734375 None None None +12 1863 0.32775577902793884 330.9224853515625 328.792236328125 None None None +12 1864 0.32766544818878174 330.9045104980469 328.77484130859375 None None None +12 1865 0.3276977837085724 330.8974914550781 328.7676086425781 None None None +12 1866 0.3276554048061371 330.8924255371094 328.7628173828125 None None None +12 1867 0.3276803493499756 330.93280029296875 328.8030090332031 None None None +12 1868 0.3276499807834625 330.9270935058594 328.7974853515625 None None None +12 1869 0.3276553452014923 330.9029846191406 328.77337646484375 None None None +12 1870 0.3276062607765198 330.8735046386719 328.74420166015625 None None None +12 1871 0.3275603652000427 330.8323669433594 328.703369140625 None None None +12 1872 0.32751545310020447 330.8121337890625 328.6833801269531 None None None +12 1873 0.32758045196533203 330.8457946777344 328.71661376953125 None None None +12 1874 0.3275867998600006 330.85589599609375 328.7266845703125 None None None +12 1875 0.32754412293434143 330.86041259765625 328.7314453125 None None None +12 1876 0.32757318019866943 330.86395263671875 328.73480224609375 None None None +12 1877 0.32755592465400696 330.84503173828125 328.7159729003906 None None None +12 1878 0.3276247978210449 330.8816223144531 328.7521057128906 None None None +12 1879 0.3276655375957489 330.8736267089844 328.7438659667969 None None None +12 1880 0.32767489552497864 330.8700256347656 328.7402038574219 None None None +12 1881 0.32772332429885864 330.8621520996094 328.7320251464844 None None None +12 1882 0.32768964767456055 330.85089111328125 328.7209777832031 None None None +12 1883 0.32767540216445923 330.8592529296875 328.7294006347656 None None None +12 1884 0.3276577889919281 330.8582458496094 328.7284851074219 None None None +12 1885 0.327589750289917 330.85955810546875 328.7302551269531 None None None +12 1886 0.32760417461395264 330.8853759765625 328.7559814453125 None None None +12 1887 0.32757368683815 330.86114501953125 328.73193359375 None None None +12 1888 0.32752248644828796 330.85052490234375 328.7216491699219 None None None +12 1889 0.3275565207004547 330.8813781738281 328.75225830078125 None None None +12 1890 0.3275977671146393 330.8551330566406 328.72576904296875 None None None +12 1891 0.3276154100894928 330.84283447265625 328.7133483886719 None None None +12 1892 0.3276127576828003 330.84088134765625 328.71142578125 None None None +12 1893 0.3275977671146393 330.81976318359375 328.6903991699219 None None None +12 1894 0.3276107907295227 330.8188781738281 328.6894226074219 None None None +12 1895 0.3276048004627228 330.8264465332031 328.697021484375 None None None +12 1896 0.32756832242012024 330.80902099609375 328.6798400878906 None None None +12 1897 0.32755398750305176 330.7961730957031 328.6670837402344 None None None +12 1898 0.32754814624786377 330.7934265136719 328.66436767578125 None None None +12 1899 0.3276076316833496 330.7955322265625 328.6661071777344 None None None +12 1900 0.3276131749153137 330.76959228515625 328.6401062011719 None None None +12 1901 0.32764169573783875 330.7694396972656 328.63983154296875 None None None +12 1902 0.32762807607650757 330.7644348144531 328.6348876953125 None None None +12 1903 0.3275931179523468 330.7621765136719 328.6328430175781 None None None +12 1904 0.3276061713695526 330.7618408203125 328.6324157714844 None None None +12 1905 0.3276475965976715 330.7628173828125 328.63311767578125 None None None +12 1906 0.3277204930782318 330.7894592285156 328.6593017578125 None None None +12 1907 0.327755331993103 330.7728271484375 328.6424255371094 None None None +12 1908 0.3277331590652466 330.77392578125 328.6436462402344 None None None +12 1909 0.32769057154655457 330.7500915527344 328.6201171875 None None None +12 1910 0.3276500701904297 330.7547607421875 328.62506103515625 None None None +12 1911 0.3276701271533966 330.7425537109375 328.61273193359375 None None None +12 1912 0.3276682198047638 330.7144775390625 328.58465576171875 None None None +12 1913 0.32773664593696594 330.7725830078125 328.6423034667969 None None None +12 1914 0.3277876079082489 330.77581787109375 328.64520263671875 None None None +12 1915 0.3277711868286133 330.7547302246094 328.62420654296875 None None None +12 1916 0.327767938375473 330.7392883300781 328.60882568359375 None None None +12 1917 0.32779091596603394 330.7542724609375 328.6236572265625 None None None +12 1918 0.32779446244239807 330.74652099609375 328.61590576171875 None None None +12 1919 0.3278263807296753 330.7734680175781 328.6426086425781 None None None +12 1920 0.3279002606868744 330.78857421875 328.6572265625 None None None +12 1921 0.3278588354587555 330.7574768066406 328.62640380859375 None None None +12 1922 0.3278079032897949 330.7626953125 328.6319580078125 None None None +12 1923 0.32776132225990295 330.7708740234375 328.6404724121094 None None None +12 1924 0.32776397466659546 330.7273254394531 328.5968933105469 None None None +12 1925 0.3277658522129059 330.706787109375 328.57635498046875 None None None +12 1926 0.3277229368686676 330.7088317871094 328.57867431640625 None None None +12 1927 0.3278026580810547 330.7116394042969 328.5809631347656 None None None +12 1928 0.3278578519821167 330.7215576171875 328.5905456542969 None None None +12 1929 0.3278771936893463 330.6728210449219 328.5416564941406 None None None +12 1930 0.32782602310180664 330.6621398925781 328.53131103515625 None None None +12 1931 0.32780885696411133 330.6648254394531 328.5341491699219 None None None +12 1932 0.3278443515300751 330.6920166015625 328.5610656738281 None None None +12 1933 0.32791048288345337 330.67279052734375 328.5413818359375 None None None +12 1934 0.32790225744247437 330.666259765625 328.5348815917969 None None None +12 1935 0.32790279388427734 330.66888427734375 328.53753662109375 None None None +12 1936 0.3278261423110962 330.65118408203125 328.5202941894531 None None None +12 1937 0.32788363099098206 330.6581726074219 328.52691650390625 None None None +12 1938 0.3278602957725525 330.6402893066406 328.5091552734375 None None None +12 1939 0.32786741852760315 330.6743469238281 328.5431823730469 None None None +12 1940 0.32790446281433105 330.6893310546875 328.55792236328125 None None None +12 1941 0.32794827222824097 330.6597595214844 328.528076171875 None None None +12 1942 0.32795578241348267 330.6705627441406 328.538818359375 None None None +12 1943 0.3280402421951294 330.65911865234375 328.5268249511719 None None None +12 1944 0.32810595631599426 330.6736145019531 328.5408630371094 None None None +12 1945 0.3281956613063812 330.685791015625 328.5524597167969 None None None +12 1946 0.328320175409317 330.6787414550781 328.54461669921875 None None None +12 1947 0.3283247649669647 330.69378662109375 328.5596008300781 None None None +12 1948 0.32832106947898865 330.69061279296875 328.5564270019531 None None None +12 1949 0.32834404706954956 330.70672607421875 328.5723876953125 None None None +12 1950 0.3284344971179962 330.7278747558594 328.5929260253906 None None None +12 1951 0.3283979892730713 330.7474365234375 328.61273193359375 None None None +12 1952 0.32844972610473633 330.7386779785156 328.6036376953125 None None None +12 1953 0.328457772731781 330.7499694824219 328.6148376464844 None None None +12 1954 0.32844406366348267 330.7458801269531 328.61083984375 None None None +12 1955 0.328451931476593 330.754150390625 328.61907958984375 None None None +12 1956 0.3285014033317566 330.75457763671875 328.61920166015625 None None None +12 1957 0.3285132944583893 330.746826171875 328.6113586425781 None None None +12 1958 0.32848021388053894 330.7306823730469 328.59539794921875 None None None +12 1959 0.3284555971622467 330.7457275390625 328.6105651855469 None None None +12 1960 0.328601211309433 330.74700927734375 328.6109313964844 None None None +12 1961 0.32855677604675293 330.7476806640625 328.61187744140625 None None None +12 1962 0.3285055160522461 330.76177978515625 328.6263427734375 None None None +12 1963 0.3285317122936249 330.76190185546875 328.62628173828125 None None None +12 1964 0.3285262882709503 330.7862243652344 328.6506652832031 None None None +12 1965 0.32854777574539185 330.7683410644531 328.63262939453125 None None None +12 1966 0.3285437524318695 330.75274658203125 328.6170654296875 None None None +12 1967 0.32850638031959534 330.7767028808594 328.64129638671875 None None None +12 1968 0.3284943997859955 330.7758483886719 328.6405029296875 None None None +12 1969 0.32848283648490906 330.7376708984375 328.6023864746094 None None None +12 1970 0.32848042249679565 330.74285888671875 328.60760498046875 None None None +12 1971 0.32846182584762573 330.7474060058594 328.6122741699219 None None None +12 1972 0.3284580409526825 330.7229919433594 328.587890625 None None None +12 1973 0.32845547795295715 330.7219543457031 328.58685302734375 None None None +12 1974 0.32844024896621704 330.69879150390625 328.56378173828125 None None None +12 1975 0.3284074068069458 330.6924743652344 328.55767822265625 None None None +12 1976 0.32839229702949524 330.68231201171875 328.547607421875 None None None +12 1977 0.32840588688850403 330.7296142578125 328.5948181152344 None None None +12 1978 0.3283534049987793 330.7354431152344 328.60101318359375 None None None +12 1979 0.32831645011901855 330.7327880859375 328.59857177734375 None None None +12 1980 0.3283577561378479 330.71173095703125 328.5772705078125 None None None +12 1981 0.32833972573280334 330.72869873046875 328.5943603515625 None None None +12 1982 0.3283352255821228 330.7108459472656 328.5765686035156 None None None +12 1983 0.3282603919506073 330.6954040527344 328.5616149902344 None None None +12 1984 0.3282420039176941 330.69415283203125 328.56048583984375 None None None +12 1985 0.3282221555709839 330.7046203613281 328.571044921875 None None None +12 1986 0.3282397985458374 330.70318603515625 328.56951904296875 None None None +12 1987 0.3281669020652771 330.68951416015625 328.5563049316406 None None None +12 1988 0.3282054364681244 330.67291259765625 328.5394592285156 None None None +12 1989 0.3281453549861908 330.6691589355469 328.5361022949219 None None None +12 1990 0.32820558547973633 330.68475341796875 328.55126953125 None None None +12 1991 0.32816898822784424 330.7021789550781 328.5689697265625 None None None +12 1992 0.32819047570228577 330.7203674316406 328.5870056152344 None None None +12 1993 0.32815948128700256 330.70703125 328.5738525390625 None None None +12 1994 0.328141987323761 330.70428466796875 328.57122802734375 None None None +12 1995 0.3280964493751526 330.7265930175781 328.59381103515625 None None None +12 1996 0.32821202278137207 330.70361328125 328.5700988769531 None None None +12 1997 0.3282097578048706 330.7237243652344 328.5902099609375 None None None +12 1998 0.3281984329223633 330.7242736816406 328.5908203125 None None None +12 1999 0.3281792998313904 330.7013854980469 328.5680236816406 None None None +12 2000 0.32817402482032776 330.6993408203125 328.5660095214844 None None None +12 2001 0.32815036177635193 330.6920471191406 328.55889892578125 None None None +12 2002 0.32817143201828003 330.69720458984375 328.56390380859375 None None None +12 2003 0.3281872272491455 330.7156066894531 328.5821838378906 None None None +12 2004 0.3281877934932709 330.7101135253906 328.5766906738281 None None None +12 2005 0.32816097140312195 330.7236022949219 328.5903625488281 None None None +12 2006 0.32811009883880615 330.7285461425781 328.59564208984375 None None None +12 2007 0.32815608382225037 330.73431396484375 328.6011047363281 None None None +12 2008 0.32807865738868713 330.7301330566406 328.597412109375 None None None +12 2009 0.3281067907810211 330.7223205566406 328.5894470214844 None None None +12 2010 0.32815781235694885 330.7313537597656 328.5981140136719 None None None +12 2011 0.3281761705875397 330.7338562011719 328.6004943847656 None None None +12 2012 0.32818135619163513 330.7074279785156 328.57403564453125 None None None +12 2013 0.3281542658805847 330.6988220214844 328.5655822753906 None None None +12 2014 0.32817986607551575 330.68280029296875 328.5494384765625 None None None +12 2015 0.3281317949295044 330.6850891113281 328.5520324707031 None None None +12 2016 0.32810071110725403 330.6981201171875 328.56524658203125 None None None +12 2017 0.328107625246048 330.7091979980469 328.5763244628906 None None None +12 2018 0.32809576392173767 330.71112060546875 328.57830810546875 None None None +12 2019 0.32810547947883606 330.68896484375 328.5561218261719 None None None +12 2020 0.32807621359825134 330.71270751953125 328.5800476074219 None None None +12 2021 0.32808718085289 330.70416259765625 328.5714416503906 None None None +12 2022 0.3281298577785492 330.73663330078125 328.6036376953125 None None None +12 2023 0.32811030745506287 330.7056884765625 328.5727844238281 None None None +12 2024 0.3281242847442627 330.7381591796875 328.60516357421875 None None None +12 2025 0.32822898030281067 330.75408935546875 328.6203918457031 None None None +12 2026 0.32819586992263794 330.764892578125 328.63140869140625 None None None +12 2027 0.3281661868095398 330.7892150878906 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None +15 1823 0.2771722972393036 321.2537841796875 319.45220947265625 None None None +15 1824 0.27711281180381775 321.2174072265625 319.4162292480469 None None None +15 1825 0.27707892656326294 321.2254943847656 319.4245300292969 None None None +15 1826 0.27707403898239136 321.2645568847656 319.463623046875 None None None +15 1827 0.27702826261520386 321.2626647949219 319.4620361328125 None None None +15 1828 0.2769952416419983 321.251953125 319.4515686035156 None None None +15 1829 0.276941180229187 321.2413024902344 319.4412536621094 None None None +15 1830 0.2768528163433075 321.2329406738281 319.4334716796875 None None None +15 1831 0.2768174707889557 321.2528381347656 319.4535827636719 None None None +15 1832 0.2768290042877197 321.2643127441406 319.4649658203125 None None None +15 1833 0.27680492401123047 321.26324462890625 319.46405029296875 None None None +15 1834 0.2768118381500244 321.2567138671875 319.4574890136719 None None None +15 1835 0.2768670320510864 321.2479248046875 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0.2767217457294464 321.2759094238281 319.4771728515625 None None None +15 1849 0.2767859697341919 321.2655334472656 319.46636962890625 None None None +15 1850 0.2767416536808014 321.2711486816406 319.4723205566406 None None None +15 1851 0.2767552435398102 321.26629638671875 319.46734619140625 None None None +15 1852 0.27680620551109314 321.3016357421875 319.5024108886719 None None None +15 1853 0.2769235372543335 321.32342529296875 319.5234375 None None None +15 1854 0.2769183814525604 321.3278503417969 319.52789306640625 None None None +15 1855 0.2768678069114685 321.30389404296875 319.5042419433594 None None None +15 1856 0.2768346965312958 321.31561279296875 319.51617431640625 None None None +15 1857 0.27676814794540405 321.3270263671875 319.52801513671875 None None None +15 1858 0.27673324942588806 321.35528564453125 319.5565185546875 None None None +15 1859 0.27684953808784485 321.34722900390625 319.5477294921875 None None None +15 1860 0.2769309878349304 321.3338623046875 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0.2770146131515503 321.35601806640625 319.5556335449219 None None None +15 1899 0.2770273685455322 321.3965148925781 319.59600830078125 None None None +15 1900 0.2771056592464447 321.4049072265625 319.6039123535156 None None None +15 1901 0.27709949016571045 321.4015808105469 319.60064697265625 None None None +15 1902 0.27711474895477295 321.3795471191406 319.5785217285156 None None None +15 1903 0.27708908915519714 321.37091064453125 319.570068359375 None None None +15 1904 0.2771134078502655 321.35003662109375 319.54901123046875 None None None +15 1905 0.277117520570755 321.3879089355469 319.58685302734375 None None None +15 1906 0.27704760432243347 321.3674011230469 319.5668029785156 None None None +15 1907 0.2769879102706909 321.3515319824219 319.55133056640625 None None None +15 1908 0.27693113684654236 321.34283447265625 319.54302978515625 None None None +15 1909 0.27688053250312805 321.3346862792969 319.53515625 None None None +15 1910 0.2768295705318451 321.330322265625 319.5311279296875 None None None +15 1911 0.27691715955734253 321.3219299316406 319.5221862792969 None None None +15 1912 0.27691906690597534 321.348388671875 319.54864501953125 None None None +15 1913 0.27687397599220276 321.3271789550781 319.5277099609375 None None None +15 1914 0.2768736183643341 321.3062438964844 319.50677490234375 None None None +15 1915 0.276903361082077 321.30218505859375 319.5025634765625 None None None +15 1916 0.27692195773124695 321.309326171875 319.5095520019531 None None None +15 1917 0.2769787609577179 321.3124084472656 319.51226806640625 None None None +15 1918 0.27696678042411804 321.3051452636719 319.50506591796875 None None None +15 1919 0.2769605815410614 321.2921142578125 319.4920959472656 None None None +15 1920 0.2769354283809662 321.2821044921875 319.4822692871094 None None None +15 1921 0.27691197395324707 321.2513427734375 319.45166015625 None None None +15 1922 0.2768721580505371 321.2351379394531 319.4357604980469 None None None +15 1923 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319.4363098144531 None None None +15 1936 0.2769249677658081 321.251708984375 319.4519958496094 None None None +15 1937 0.27693039178848267 321.26019287109375 319.4604797363281 None None None +15 1938 0.27685755491256714 321.25897216796875 319.459716796875 None None None +15 1939 0.2768191695213318 321.23443603515625 319.4354553222656 None None None +15 1940 0.2767811417579651 321.2497863769531 319.4510498046875 None None None +15 1941 0.27671509981155396 321.2581481933594 319.4598693847656 None None None +15 1942 0.27670615911483765 321.254150390625 319.4559326171875 None None None +15 1943 0.27667883038520813 321.2356872558594 319.4376525878906 None None None +15 1944 0.2766965925693512 321.21783447265625 319.419677734375 None None None +15 1945 0.2766668200492859 321.2017822265625 319.40380859375 None None None +15 1946 0.276668906211853 321.1725769042969 319.3746032714844 None None None +15 1947 0.27667826414108276 321.14862060546875 319.3505859375 None None None +15 1948 0.2767876982688904 321.1679382324219 319.36920166015625 None None None +15 1949 0.27675551176071167 321.1614990234375 319.3629455566406 None None None +15 1950 0.2767108976840973 321.14617919921875 319.347900390625 None None None +15 1951 0.2767431437969208 321.1335144042969 319.33502197265625 None None None +15 1952 0.27669355273246765 321.11041259765625 319.312255859375 None None None +15 1953 0.2766498625278473 321.0888977050781 319.291015625 None None None +15 1954 0.2766861617565155 321.0777893066406 319.2796630859375 None None None +15 1955 0.27670276165008545 321.0611572265625 319.262939453125 None None None +15 1956 0.2767336368560791 321.0613098144531 319.2628479003906 None None None +15 1957 0.2766702175140381 321.07177734375 319.27374267578125 None None None +15 1958 0.27669602632522583 321.0699157714844 319.271728515625 None None None +15 1959 0.2766576111316681 321.03192138671875 319.2340087890625 None None None +15 1960 0.27665236592292786 321.0414733886719 319.2435607910156 None None None +15 1961 0.2765914499759674 321.0789794921875 319.281494140625 None None None +15 1962 0.2766863703727722 321.0696716308594 319.2715759277344 None None None +15 1963 0.27666500210762024 321.0617370605469 319.2637939453125 None None None +15 1964 0.27661892771720886 321.0596923828125 319.2620544433594 None None None +15 1965 0.2765737771987915 321.05059814453125 319.25323486328125 None None None +15 1966 0.2765767574310303 321.0429992675781 319.24560546875 None None None +15 1967 0.27656280994415283 321.0541076660156 319.25677490234375 None None None +15 1968 0.2765689194202423 321.0519104003906 319.2545471191406 None None None +15 1969 0.27666541934013367 321.09197998046875 319.2939758300781 None None None +15 1970 0.2766471803188324 321.10272216796875 319.3048400878906 None None None +15 1971 0.27656954526901245 321.0653991699219 319.2680358886719 None None None +15 1972 0.27662551403045654 321.1005859375 319.3028564453125 None None None +15 1973 0.27661389112472534 321.11444091796875 319.3167724609375 None None None +15 1974 0.27663734555244446 321.1261901855469 319.328369140625 None None None +15 1975 0.2767275273799896 321.14288330078125 319.3445129394531 None None None +15 1976 0.27676621079444885 321.1496887207031 319.35107421875 None None None +15 1977 0.27673962712287903 321.14801025390625 319.34954833984375 None None None +15 1978 0.2766987979412079 321.136474609375 319.3382873535156 None None None +15 1979 0.2766810357570648 321.1111145019531 319.31304931640625 None None None +15 1980 0.27661752700805664 321.08624267578125 319.28857421875 None None None +15 1981 0.2766066789627075 321.0819091796875 319.2843017578125 None None None +15 1982 0.27657926082611084 321.0596008300781 319.2621765136719 None None None +15 1983 0.2766158878803253 321.0653381347656 319.2677001953125 None None None +15 1984 0.27663734555244446 321.0798034667969 319.2820129394531 None None None +15 1985 0.27661705017089844 321.0681457519531 319.2704772949219 None None None +15 1986 0.2766622006893158 321.08575439453125 319.28778076171875 None None None +15 1987 0.27667927742004395 321.0758361816406 319.27777099609375 None None None +15 1988 0.27681848406791687 321.08203125 319.2830505371094 None None None +15 1989 0.2768545150756836 321.0904235839844 319.29119873046875 None None None +15 1990 0.27690356969833374 321.08807373046875 319.2885437011719 None None None +15 1991 0.2768782675266266 321.0756530761719 319.2762756347656 None None None +15 1992 0.27686944603919983 321.0874938964844 319.2881774902344 None None None +15 1993 0.27682775259017944 321.0699157714844 319.2708435058594 None None None +15 1994 0.2768324315547943 321.0721740722656 319.2730407714844 None None None +15 1995 0.27679404616355896 321.0645446777344 319.26568603515625 None None None +15 1996 0.27676939964294434 321.08990478515625 319.29119873046875 None None None +15 1997 0.27677780389785767 321.15374755859375 319.3549499511719 None None None +15 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2486 0.2759169340133667 321.2959899902344 319.5029296875 None None None +15 2487 0.27591001987457275 321.30279541015625 319.5097961425781 None None None +15 2488 0.2759245038032532 321.29400634765625 319.5008850097656 None None None +15 2489 0.27591773867607117 321.27935791015625 319.4862976074219 None None None +15 2490 0.27591317892074585 321.2690734863281 319.4760437011719 None None None +15 2491 0.27588513493537903 321.25921630859375 319.4664001464844 None None None +15 2492 0.2758682370185852 321.2434997558594 319.4507751464844 None None None +15 2493 0.27591145038604736 321.24713134765625 319.4541320800781 None None None +15 2494 0.27598416805267334 321.2779235839844 319.48443603515625 None None None +15 2495 0.27600350975990295 321.2678527832031 319.4742431640625 None None None +15 2496 0.27595609426498413 321.26568603515625 319.4723815917969 None None None +15 2497 0.27597564458847046 321.2568054199219 319.46337890625 None None None +15 2498 0.27597296237945557 321.2674865722656 319.4740905761719 None None None +15 2499 0.27596548199653625 321.25811767578125 319.4647521972656 None None None +15 2500 0.2759961485862732 321.25701904296875 319.46343994140625 None None None +15 2501 0.2760043740272522 321.24749755859375 319.4538879394531 None None None +15 2502 0.2760189175605774 321.2491455078125 319.4554138183594 None None None +15 2503 0.2760164141654968 321.24212646484375 319.44842529296875 None None None +15 2504 0.2760390639305115 321.2498474121094 319.4559631347656 None None None +15 2505 0.2760837972164154 321.2531433105469 319.458984375 None None None +15 2506 0.27605876326560974 321.2441711425781 319.4501953125 None None None +15 2507 0.2760244905948639 321.23486328125 319.44110107421875 None None None +15 2508 0.2759948670864105 321.22674560546875 319.43316650390625 None None None +15 2509 0.27598118782043457 321.23529052734375 319.4418029785156 None None None +15 2510 0.27596724033355713 321.25189208984375 319.45849609375 None None None +15 2511 0.2760045528411865 321.2453918457031 319.4517822265625 None None None +15 2512 0.2759823501110077 321.23284912109375 319.4393615722656 None None None +15 2513 0.27598968148231506 321.23980712890625 319.4463195800781 None None None +15 2514 0.2759561240673065 321.2513427734375 319.45806884765625 None None None +15 2515 0.2759682834148407 321.2533264160156 319.4599609375 None None None +15 2516 0.2760189175605774 321.23931884765625 319.44561767578125 None None None +15 2517 0.27599555253982544 321.2312927246094 319.437744140625 None None None +15 2518 0.2759697437286377 321.21392822265625 319.4205627441406 None None None +15 2519 0.27591854333877563 321.1922607421875 319.3992614746094 None None None +15 2520 0.2759096026420593 321.2096862792969 319.4167175292969 None None None +15 2521 0.27592116594314575 321.2174987792969 319.4244689941406 None None None +15 2522 0.27594706416130066 321.2215270996094 319.4283142089844 None None None +15 2523 0.2759472131729126 321.2297058105469 319.43646240234375 None None None +15 2524 0.2759336233139038 321.22662353515625 319.4335021972656 None None None +15 2525 0.2758919894695282 321.2173156738281 319.4244384765625 None None None +15 2526 0.2758917808532715 321.213623046875 319.4207458496094 None None None +15 2527 0.27589812874794006 321.2037658691406 319.41082763671875 None None None +15 2528 0.27588558197021484 321.1766357421875 319.3837890625 None None None +15 2529 0.27596020698547363 321.181396484375 319.3880920410156 None None None +15 2530 0.27594757080078125 321.16973876953125 319.3764953613281 None None None +15 2531 0.27600690722465515 321.160400390625 319.36676025390625 None None None +15 2532 0.2760562300682068 321.1907958984375 319.3968200683594 None None None +15 2533 0.2760230600833893 321.1730041503906 319.3792419433594 None None None +15 2534 0.2759853005409241 321.1793212890625 319.38580322265625 None None None +15 2535 0.2759765684604645 321.1623840332031 319.36895751953125 None None None +15 2536 0.27595239877700806 321.1446228027344 319.3513488769531 None None None +15 2537 0.2759374678134918 321.1648254394531 319.37164306640625 None None None +15 2538 0.275890976190567 321.1741638183594 319.38128662109375 None None None +15 2539 0.2758881747722626 321.1771240234375 319.38427734375 None None None +15 2540 0.27592718601226807 321.1677551269531 319.3746337890625 None None None +15 2541 0.27593135833740234 321.1423034667969 319.3491516113281 None None None +15 2542 0.2758864164352417 321.1368713378906 319.343994140625 None None None +15 2543 0.27589109539985657 321.1617126464844 319.3688049316406 None None None +15 2544 0.2758820354938507 321.1587829589844 319.365966796875 None None None +15 2545 0.27589088678359985 321.16326904296875 319.3703918457031 None None None +15 2546 0.2759478688240051 321.16741943359375 319.3741455078125 None None None +15 2547 0.2759535610675812 321.1972351074219 319.4039306640625 None None None +15 2548 0.275940477848053 321.21734619140625 319.42413330078125 None None None +15 2549 0.27597296237945557 321.20831298828125 319.4148864746094 None None None diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..287bdd36828d25cce8c9def3a1f9df26d4e8ea4d --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:39:25.931118: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:28.656598: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:28.660538: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:39:28.998497: 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 +2023-07-16 23:39:28.998672: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:29.021716: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:29.021775: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:29.032183: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:29.037206: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:29.055302: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:29.061160: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:29.063071: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:29.111416: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:29.111887: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:39:29.112914: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:29.118132: 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 +2023-07-16 23:39:29.118175: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:29.118208: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:29.118226: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:29.118241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:29.118256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:29.118271: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:29.118286: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:29.118300: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:29.130127: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:29.131633: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:32.601538: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:39:32.601708: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:39:32.601723: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:39:32.741908: 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) +2023-07-16 23:39:34.014535: 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.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..61ff6d770d5cb395539bea0d9640dbecf8c428ee --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/bias_model_scaled diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet.params.json b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..b486a7110c596f3388c2b6a87171fe29774e4a43 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "6.5", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..54311397d5308511799f23eb3e976448abcbd35e --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 6.0 +counts_sum_max_thresh 2901.28 +trainings_pts_post_thresh 176900 diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..deb66ed1946d2b2d3c8780d1507fa58d7c827fdb --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 13:04:13.995913: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.514423: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.520159: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 13:04:17.555543: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-17 13:04:17.555648: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.586035: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.586177: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.601569: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.608441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.634690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.641683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.643159: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.645378: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.645778: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 13:04:17.646889: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.647185: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-17 13:04:17.647223: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.647261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.647294: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.647321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.647347: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.647372: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.647396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.647421: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.647820: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.649538: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:19.829712: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 13:04:19.829812: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 13:04:19.829833: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 13:04:19.833269: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:04:00.0, compute capability: 6.0) +2023-07-17 13:04:22.590035: 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.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bcddec95b745f2cc5c1e39794c653ceeab0b5b1 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/chrombpnet diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..4a44ed76f459729f0e8f315d7fb4074d46d5328f --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 6.5 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b8b8e7ffc9361137ac793dfd32d6217e896b1c --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b8b8e7ffc9361137ac793dfd32d6217e896b1c --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1cca8b26fdd9ba48e73c7e7fcc0e4933c49a599 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.epoch_loss.csv @@ -0,0 +1,17 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,0.6771069169044495,369.0577697753906,373.4590759277344,0.457325279712677,386.4964599609375,389.4689636230469 +1,0.5099036693572998,349.6214904785156,352.9361572265625,0.4369351863861084,377.20819091796875,380.04815673828125 +2,0.45565980672836304,344.4406433105469,347.4026794433594,0.39459294080734253,375.30914306640625,377.8738098144531 +3,0.41888299584388733,341.0986633300781,343.8214416503906,0.3687582314014435,373.55194091796875,375.94873046875 +4,0.4077393412590027,338.73822021484375,341.3879699707031,0.36052995920181274,371.3279724121094,373.6713562011719 +5,0.3942020833492279,336.7057189941406,339.2682800292969,0.3979024589061737,371.43988037109375,374.0265197753906 +6,0.37756288051605225,335.3851318359375,337.83892822265625,0.3525499403476715,375.04608154296875,377.3376159667969 +7,0.36624494194984436,334.031982421875,336.4125671386719,0.3586427867412567,368.9713439941406,371.3026123046875 +8,0.3604135811328888,332.8692321777344,335.2118835449219,0.341925710439682,370.47637939453125,372.69915771484375 +9,0.35062843561172485,331.3768615722656,333.6563720703125,0.33232808113098145,371.9342956542969,374.0946044921875 +10,0.34210482239723206,330.6424865722656,332.8658752441406,0.33068838715553284,368.2330322265625,370.3822937011719 +11,0.33669015765190125,329.01788330078125,331.2067565917969,0.33213889598846436,371.9660339355469,374.12506103515625 +12,0.32791200280189514,328.8306579589844,330.96246337890625,0.3321976363658905,373.3311767578125,375.49029541015625 +13,0.3233203887939453,328.2546081542969,330.35650634765625,0.3211250305175781,368.879638671875,370.9669189453125 +14,0.2882623076438904,323.0197448730469,324.8938293457031,0.3159482181072235,369.8849182128906,371.9384765625 +15,0.27597296237945557,319.4148864746094,321.20831298828125,0.3257026970386505,371.2118225097656,373.3288879394531 diff --git a/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stderr.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..7daee2182867297464cc68e857140701c20ce880 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stderr.txt @@ -0,0 +1,328 @@ +2022-10-07 01:02:47.769614: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:06:50.224237: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:06:50.226552: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:06:50.427700: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 01:06:50.427801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:06:50.536132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:06:50.536216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:06:50.575828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:06:50.827714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:06:50.923310: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:06:50.944264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:06:50.948105: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:06:50.952268: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:06:50.952634: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:06:50.952722: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:06:50.954001: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 01:06:50.954031: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:06:50.954050: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:06:50.954065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:06:50.954079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:06:50.954094: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:06:50.954108: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:06:50.954121: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:06:50.954135: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:06:50.956721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:06:50.958099: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:06:53.107949: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:06:53.108057: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:06:53.108070: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:06:53.114201: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-07 01:06:54.502391: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:06:54.510312: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 01:06:54.660371: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:06:56.845780: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:06:56.853088: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:07:29.125049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:07:30.545377: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:07:30.546336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:07:30.670644: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 01:07:30.670733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:07:30.672706: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:07:30.672760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:07:30.673664: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:07:30.673872: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:07:30.675894: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:07:30.676312: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:07:30.676442: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:07:30.678170: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:07:30.678475: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:07:30.678548: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:07:30.679384: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 01:07:30.679423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:07:30.679440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:07:30.679452: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:07:30.679464: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:07:30.679475: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:07:30.679486: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:07:30.679497: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:07:30.679508: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:07:30.681211: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:07:30.681243: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:07:31.274644: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:07:31.274732: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:07:31.274746: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:07:31.277341: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-07 01:11:24.996449: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:11:24.996901: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 01:11:26.289418: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:11:26.759590: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:11:26.773128: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:11:29.449485: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-07 02:52:53.116833: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:55.467896: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:52:55.469781: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:52:55.619235: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:52:55.619308: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:55.625932: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:52:55.626001: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:52:55.627420: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:52:55.629358: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:52:55.634756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:52:55.635750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:52:55.636636: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:52:55.648484: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:52:55.648779: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:52:55.648876: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:52:55.649753: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:52:55.649777: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:55.649798: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:52:55.649815: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:52:55.649832: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:52:55.649847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:52:55.649880: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:52:55.649896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:52:55.649911: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:52:55.651622: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:52:55.651659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:56.115047: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:52:56.115174: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:52:56.115190: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:52:56.117986: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-07 02:53:49.499699: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 02:53:49.502479: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 02:53:49.571271: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:53:49.997469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:53:49.999658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 02:55:39.112959: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:55:41.130487: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:55:41.132060: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:55:41.270932: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:55:41.271027: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:55:41.273132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:55:41.273174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:55:41.273997: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:55:41.274165: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:55:41.276035: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:55:41.276434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:55:41.276559: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:55:41.278425: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:55:41.278714: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:55:41.278793: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:55:41.279644: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:55:41.279673: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:55:41.279693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:55:41.279709: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:55:41.279723: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:55:41.279737: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:55:41.279751: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:55:41.279765: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:55:41.279779: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:55:41.281475: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:55:41.281506: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:55:41.746069: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:55:41.746172: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:55:41.746185: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:55:41.748983: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 02:56:27.695059: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 02:56:27.696920: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 02:56:27.742106: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:56:28.216111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:56:28.218029: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 02:58:08.404250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:58:10.396405: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:58:10.398020: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:58:10.549992: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:58:10.550063: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:58:10.551898: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:58:10.551954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:58:10.552773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:58:10.552973: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:58:10.554868: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:58:10.555285: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:58:10.555415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:58:10.557127: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:58:10.557402: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:58:10.557464: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:58:10.566094: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:58:10.566120: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:58:10.566140: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:58:10.566156: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:58:10.566186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:58:10.566202: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:58:10.566216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:58:10.566230: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:58:10.566244: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:58:10.569347: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:58:10.569385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:58:11.060095: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:58:11.060206: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:58:11.060219: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:58:11.063452: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-07 02:58:56.670287: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 02:58:56.671709: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 02:58:56.700876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:58:57.124080: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:58:57.125843: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 02:59:48.148803: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:49.129272: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:59:49.130780: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:59:49.272206: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:59:49.272282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:49.274109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:59:49.274157: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:59:49.274958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:59:49.275127: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:59:49.276934: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:59:49.277325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:59:49.277449: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:59:49.279106: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:59:49.279378: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:59:49.279438: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:59:49.280514: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 02:59:49.280549: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:49.280568: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:59:49.280584: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:59:49.280598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:59:49.280612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:59:49.280625: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:59:49.280639: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:59:49.280652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:59:49.282484: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:59:49.282521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:49.760043: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:59:49.760165: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:59:49.760179: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:59:49.762999: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 03:00:02.400170: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:00:02.400712: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 03:00:02.568691: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:00:03.070632: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:00:03.072861: 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/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_2//footprints’: File exists +2022-10-07 03:01:46.493419: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:01:47.459159: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:01:47.460527: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:01:47.598781: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 03:01:47.598888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:01:47.600761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:01:47.600806: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:01:47.601636: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:01:47.601808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:01:47.603706: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:01:47.604114: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:01:47.604239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:01:47.605910: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:01:47.606200: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:01:47.606271: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:01:47.607120: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:41:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.21GiB deviceMemoryBandwidth: 1.85TiB/s +2022-10-07 03:01:47.607163: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:01:47.607182: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:01:47.607196: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:01:47.607209: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:01:47.607222: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:01:47.607234: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:01:47.607246: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:01:47.607258: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:01:47.608863: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:01:47.608897: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:01:48.044889: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:01:48.044987: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:01:48.045000: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:01:48.047682: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75712 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:41:00.0, compute capability: 8.0) +2022-10-07 03:01:57.042686: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:01:57.043197: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2794600000 Hz +2022-10-07 03:01:57.158241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:01:57.624506: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:01:57.626624: 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.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stdout.txt b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e44808945afb2192c2fc093f05ebd95ad436df9 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR541PUY/logfile.modelling.fold_2.ENCSR541PUY.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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a/fold_2/model.chrombpnet.fold_2.ENCSR541PUY.tar b/fold_2/model.chrombpnet.fold_2.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..b2a128f2ef42df247d83532d5707f431d33fe2d6 --- /dev/null +++ b/fold_2/model.chrombpnet.fold_2.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30660fc1c7a3f1d3981f182bc88df82f407815c76aa040f91dbe110c6fbd2623 +size 27607040 diff --git a/fold_2/model.chrombpnet_nobias.fold_2.ENCSR541PUY.h5 b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR541PUY.h5 new file mode 100644 index 0000000000000000000000000000000000000000..8c20c3136a94b2ee3640d36fdef0fe9991e4e15c --- /dev/null +++ b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR541PUY.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4630edc4e31edd9a0911a3d744cef78a4a0c0f078198a071091f4187964a7768 +size 25583536 diff --git a/fold_2/model.chrombpnet_nobias.fold_2.ENCSR541PUY.tar b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..e6a95187e75b983a8dcc3a9807edf38e2e48eadf --- /dev/null +++ b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b53ac44597bb547040750a915c17526b1559d43db9f1a2ff3d1ce7e4ffc3388 +size 26081280 diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.args.json b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.args.json new file mode 100644 index 0000000000000000000000000000000000000000..760c09a0963faa98b5d0e89ba941e67f2e3584c2 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.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//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.batch_loss.tsv b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..369c2991972cdcc10bf6ebb01718806d264f9534 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.batch_loss.tsv @@ -0,0 +1,36436 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 1.692495346069336 405.35784912109375 394.35662841796875 None None None +0 1 93.27812194824219 969.8140869140625 363.50628662109375 None None None +0 2 62.942447662353516 805.4634399414062 396.3375549316406 None None None +0 3 47.81769561767578 736.0777587890625 425.26275634765625 None None None +0 4 38.497947692871094 657.6124267578125 407.3757019042969 None None None +0 5 32.506736755371094 629.9415893554688 418.6478271484375 None None None +0 6 28.102996826171875 596.59130859375 413.92181396484375 None None None +0 7 24.905986785888672 584.6950073242188 422.80609130859375 None None None +0 8 22.362773895263672 565.505615234375 420.14752197265625 None None None +0 9 20.416494369506836 564.6629638671875 431.95574951171875 None None None +0 10 18.688783645629883 547.700439453125 426.2233581542969 None None None +0 11 17.340707778930664 545.9663696289062 433.2518005371094 None None None +0 12 16.11646270751953 535.8138427734375 431.0568542480469 None None None +0 13 15.069123268127441 524.1431884765625 426.19390869140625 None None None +0 14 14.19286823272705 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None None None +0 1915 1.498458743095398 388.5273132324219 378.78741455078125 None None None +0 1916 1.4979758262634277 388.51007080078125 378.7733154296875 None None None +0 1917 1.4974169731140137 388.47296142578125 378.73980712890625 None None None +0 1918 1.4969704151153564 388.44183349609375 378.71160888671875 None None None +0 1919 1.4964114427566528 388.40301513671875 378.67645263671875 None None None +0 1920 1.495880126953125 388.352783203125 378.6296691894531 None None None +0 1921 1.495469093322754 388.3310852050781 378.6106262207031 None None None +0 1922 1.4948971271514893 388.2745056152344 378.5577697753906 None None None +0 1923 1.494411826133728 388.26385498046875 378.5502624511719 None None None +0 1924 1.493856430053711 388.22296142578125 378.5129699707031 None None None +0 1925 1.4934436082839966 388.22064208984375 378.5133361816406 None None None +0 1926 1.4930245876312256 388.2066955566406 378.50213623046875 None None None +0 1927 1.4925624132156372 388.1697998046875 378.46820068359375 None None None +0 1928 1.4920666217803955 388.13934326171875 378.44097900390625 None None None +0 1929 1.4915612936019897 388.1204528808594 378.42535400390625 None None None +0 1930 1.491092324256897 388.0909423828125 378.3988952636719 None None None +0 1931 1.4905738830566406 388.0542297363281 378.3655700683594 None None None +0 1932 1.4901292324066162 388.0518493652344 378.3660583496094 None None None +0 1933 1.4896719455718994 388.0605163574219 378.377685546875 None None None +0 1934 1.4892839193344116 388.0580749511719 378.3777770996094 None None None +0 1935 1.4889243841171265 388.1068420410156 378.42889404296875 None None None +0 1936 1.4884865283966064 388.07000732421875 378.3949279785156 None None None +0 1937 1.4880059957504272 388.04241943359375 378.3704528808594 None None None +0 1938 1.4874744415283203 388.0306396484375 378.3621520996094 None None None +0 1939 1.486958622932434 388.0225830078125 378.3574523925781 None None None +0 1940 1.4865617752075195 388.05926513671875 378.39666748046875 None None None +0 1941 1.4859470129013062 387.98565673828125 378.32708740234375 None None None +0 1942 1.485470175743103 387.9728088378906 378.3173522949219 None None None +0 1943 1.4849073886871338 387.91986083984375 378.26806640625 None None None +0 1944 1.4844521284103394 387.94903564453125 378.3001403808594 None None None +0 1945 1.4840167760849 387.90399169921875 378.2579650878906 None None None +0 1946 1.4835858345031738 387.92840576171875 378.2851867675781 None None None +0 1947 1.483214020729065 387.9021301269531 378.2613220214844 None None None +0 1948 1.4827321767807007 387.89434814453125 378.25665283203125 None None None +0 1949 1.4823483228683472 387.8935546875 378.25836181640625 None None None +0 1950 1.4820306301116943 387.9201354980469 378.2869873046875 None None None +0 1951 1.4814836978912354 387.8995056152344 378.2699279785156 None None None +0 1952 1.4810395240783691 387.933837890625 378.3071594238281 None None None +0 1953 1.4805833101272583 387.8767395019531 378.2530212402344 None None None +0 1954 1.4802056550979614 387.8844909667969 378.2632141113281 None None None +0 1955 1.4797043800354004 387.8268737792969 378.2088928222656 None None None +0 1956 1.4792885780334473 387.8421325683594 378.22686767578125 None None None +0 1957 1.4788627624511719 387.85205078125 378.2395324707031 None None None +0 1958 1.4783947467803955 387.8047180175781 378.19525146484375 None None None +0 1959 1.478027105331421 387.78778076171875 378.18072509765625 None None None +0 1960 1.477771520614624 387.84991455078125 378.2445068359375 None None None +0 1961 1.4774097204208374 387.8333435058594 378.2302551269531 None None None +0 1962 1.4770135879516602 387.8624267578125 378.2619323730469 None None None +0 1963 1.4767028093338013 387.8468017578125 378.2483215332031 None None None +0 1964 1.4761593341827393 387.8313293457031 378.2363586425781 None None None +0 1965 1.475753664970398 387.8116149902344 378.21929931640625 None None None +0 1966 1.4751818180084229 387.7648620605469 378.17626953125 None None None +0 1967 1.4748669862747192 387.77532958984375 378.18878173828125 None None None +0 1968 1.474389910697937 387.76641845703125 378.1829833984375 None None None +0 1969 1.4738800525665283 387.7529296875 378.17279052734375 None None None +0 1970 1.4735565185546875 387.7493591308594 378.17132568359375 None None None +0 1971 1.4729716777801514 387.6956481933594 378.12139892578125 None None None +0 1972 1.4724187850952148 387.6390075683594 378.0683898925781 None None None +0 1973 1.4718819856643677 387.61236572265625 378.04522705078125 None None None +0 1974 1.47146737575531 387.5994567871094 378.0350341796875 None None None +0 1975 1.4709951877593994 387.5752868652344 378.013916015625 None None None +0 1976 1.4705411195755005 387.54107666015625 377.982666015625 None None None +0 1977 1.4701532125473022 387.50018310546875 377.94427490234375 None None None +0 1978 1.4697067737579346 387.4501037597656 377.8970642089844 None None None +0 1979 1.4691798686981201 387.39373779296875 377.8441467285156 None None None +0 1980 1.4685981273651123 387.3299255371094 377.78411865234375 None None None +0 1981 1.468349814414978 387.35107421875 377.806884765625 None None None +0 1982 1.467966914176941 387.3384094238281 377.79669189453125 None None None +0 1983 1.4674568176269531 387.30596923828125 377.7675476074219 None None None +0 1984 1.4670383930206299 387.2661437988281 377.73046875 None None None +0 1985 1.4666354656219482 387.24151611328125 377.7084655761719 None None None +0 1986 1.4663174152374268 387.2534484863281 377.7224426269531 None None None +0 1987 1.4660148620605469 387.2774353027344 377.7484130859375 None None None +0 1988 1.4656726121902466 387.29168701171875 377.764892578125 None None None +0 1989 1.4651390314102173 387.2393798828125 377.7160339355469 None None None +0 1990 1.4647060632705688 387.19195556640625 377.6714172363281 None None None +0 1991 1.4642384052276611 387.16455078125 377.6470947265625 None None None +0 1992 1.463871717453003 387.1431884765625 377.6281433105469 None None None +0 1993 1.4636070728302002 387.1581115722656 377.644775390625 None None None +0 1994 1.4632071256637573 387.1431884765625 377.6324462890625 None None None +0 1995 1.4628307819366455 387.1158752441406 377.6075744628906 None None None +0 1996 1.4624160528182983 387.091796875 377.5862121582031 None None None +0 1997 1.461959958076477 387.079345703125 377.57672119140625 None None None +0 1998 1.4615662097930908 387.07061767578125 377.5705871582031 None None None +0 1999 1.4612042903900146 387.0252685546875 377.527587890625 None None None +0 2000 1.46072256565094 387.0279846191406 377.5334167480469 None None None +0 2001 1.4603039026260376 387.01202392578125 377.5201416015625 None None None +0 2002 1.4599193334579468 387.01043701171875 377.5211181640625 None None None +0 2003 1.4596158266067505 387.02911376953125 377.5417785644531 None None None +0 2004 1.4592527151107788 387.0545959472656 377.5696105957031 None None None +0 2005 1.4587552547454834 387.0453796386719 377.5636291503906 None None None +0 2006 1.458294153213501 387.0173034667969 377.5385437011719 None None None +0 2007 1.4578832387924194 386.9832763671875 377.5071716308594 None None None +0 2008 1.4574328660964966 386.9507751464844 377.4775695800781 None None None +0 2009 1.4570034742355347 386.93817138671875 377.4677734375 None None None +0 2010 1.456563949584961 386.91717529296875 377.4496154785156 None None None +0 2011 1.456202745437622 386.9173889160156 377.4521789550781 None None None +0 2012 1.45566987991333 386.8722839355469 377.4105224609375 None None None +0 2013 1.4551665782928467 386.7977294921875 377.3392333984375 None None None +0 2014 1.4547719955444336 386.7903137207031 377.33441162109375 None None None +0 2015 1.454266905784607 386.7724304199219 377.31982421875 None None None +0 2016 1.4537769556045532 386.73681640625 377.2873840332031 None None None +0 2017 1.4534187316894531 386.74493408203125 377.2978210449219 None None None +0 2018 1.4531168937683105 386.7736511230469 377.3284912109375 None None None +0 2019 1.4527959823608398 386.76690673828125 377.3238525390625 None None None +0 2020 1.4524638652801514 386.74603271484375 377.30511474609375 None None None +0 2021 1.4520094394683838 386.72711181640625 377.2891540527344 None None None +0 2022 1.451525330543518 386.73638916015625 377.30157470703125 None None None +0 2023 1.4510501623153687 386.7110290527344 377.2793273925781 None None None +0 2024 1.4506093263626099 386.7059326171875 377.277099609375 None None None +0 2025 1.4501646757125854 386.7131652832031 377.2872314453125 None None None +0 2026 1.4497456550598145 386.72503662109375 377.3018493652344 None None None +0 2027 1.4492461681365967 386.7100830078125 377.2901306152344 None None None +0 2028 1.4488239288330078 386.6924133300781 377.27520751953125 None None None +0 2029 1.4483243227005005 386.6705627441406 377.2566223144531 None None None +0 2030 1.4480963945388794 386.6582946777344 377.2458190917969 None None None +0 2031 1.4478145837783813 386.6571960449219 377.24652099609375 None None None +0 2032 1.4474834203720093 386.65765380859375 377.2491455078125 None None None +0 2033 1.4471527338027954 386.6216125488281 377.2152404785156 None None None +0 2034 1.4467337131500244 386.5856628417969 377.1820373535156 None None None +0 2035 1.4465489387512207 386.6077880859375 377.20538330078125 None None None +0 2036 1.4464836120605469 386.69036865234375 377.28839111328125 None None None +0 2037 1.4460457563400269 386.6383056640625 377.23919677734375 None None None +0 2038 1.4456983804702759 386.65386962890625 377.2569885253906 None None None +0 2039 1.4452331066131592 386.6153564453125 377.22149658203125 None None None +0 2040 1.4448378086090088 386.5997009277344 377.2084045410156 None None None +0 2041 1.4444787502288818 386.5916748046875 377.2027282714844 None None None +0 2042 1.4441869258880615 386.61224365234375 377.22515869140625 None None None +0 2043 1.4438949823379517 386.6648864746094 377.2796936035156 None None None +0 2044 1.4435181617736816 386.66937255859375 377.2866516113281 None None None +0 2045 1.4431096315383911 386.6619873046875 377.2818908691406 None None None +0 2046 1.4427191019058228 386.6248474121094 377.2472839355469 None None None +0 2047 1.4423812627792358 386.6200866699219 377.2447204589844 None None None +0 2048 1.4420548677444458 386.5962829589844 377.22308349609375 None None None +0 2049 1.441657304763794 386.5861511230469 377.21551513671875 None None None +0 2050 1.4414888620376587 386.5984802246094 377.22894287109375 None None None +0 2051 1.4411019086837769 386.5897216796875 377.2226867675781 None None None +0 2052 1.4406023025512695 386.5673522949219 377.20355224609375 None None None +0 2053 1.440150499343872 386.5579528808594 377.19708251953125 None None None +0 2054 1.4397213459014893 386.5257873535156 377.1676940917969 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355.0404968261719 351.79669189453125 None None None +2 1944 0.49900245666503906 355.020263671875 351.7767639160156 None None None +2 1945 0.4989238679409027 355.0189208984375 351.7759094238281 None None None +2 1946 0.4988936185836792 355.00048828125 351.7576599121094 None None None +2 1947 0.4989127218723297 354.9885559082031 351.7456359863281 None None None +2 1948 0.49886393547058105 354.9811096191406 351.7384948730469 None None None +2 1949 0.4988674223423004 354.9978942871094 351.7552795410156 None None None +2 1950 0.4988999366760254 355.0147705078125 351.7719421386719 None None None +2 1951 0.49884799122810364 355.0085144042969 351.7660217285156 None None None +2 1952 0.4987834393978119 355.03570556640625 351.7936096191406 None None None +2 1953 0.4988228976726532 354.9906921386719 351.7483215332031 None None None +2 1954 0.498822957277298 354.9983215332031 351.7559814453125 None None None +2 1955 0.49887198209762573 354.9993896484375 351.7567443847656 None None None +2 1956 0.498761922121048 354.9904479980469 351.74853515625 None None None +2 1957 0.49865013360977173 354.9685974121094 351.7274169921875 None None None +2 1958 0.49870073795318604 354.9734191894531 351.7319030761719 None None None +2 1959 0.4985979497432709 354.9441223144531 351.7032775878906 None None None +2 1960 0.49857649207115173 354.9394836425781 351.69879150390625 None None None +2 1961 0.49849334359169006 354.93145751953125 351.6913146972656 None None None +2 1962 0.4985709488391876 354.9272766113281 351.68658447265625 None None None +2 1963 0.4985816776752472 354.88446044921875 351.64373779296875 None None None +2 1964 0.4985586702823639 354.88055419921875 351.63995361328125 None None None +2 1965 0.49877065420150757 354.9286804199219 351.6867370605469 None None None +2 1966 0.4987456798553467 354.904296875 351.6625061035156 None None None +2 1967 0.4988132119178772 354.8782043457031 351.6360168457031 None None None +2 1968 0.4988056719303131 354.9413757324219 351.69921875 None None None +2 1969 0.49907228350639343 354.97296142578125 351.72906494140625 None None None +2 1970 0.49904897809028625 354.996826171875 351.7530822753906 None None None +2 1971 0.4991471767425537 354.9945373535156 351.7501525878906 None None None +2 1972 0.49915069341659546 354.9923400878906 351.7478942871094 None None None +2 1973 0.4990553557872772 354.95379638671875 351.7099609375 None None None +2 1974 0.49913495779037476 354.9977111816406 351.75335693359375 None None None +2 1975 0.4991041123867035 354.991455078125 351.747314453125 None None None +2 1976 0.4990641176700592 355.00482177734375 351.76092529296875 None None None +2 1977 0.4991353452205658 355.0047302246094 351.7603759765625 None None None +2 1978 0.4990488588809967 355.0010986328125 351.7572937011719 None None None +2 1979 0.499146968126297 355.0010986328125 351.75665283203125 None None None +2 1980 0.49923163652420044 355.0083312988281 351.7633361816406 None None None +2 1981 0.4992751479148865 355.0126647949219 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349.21356201171875 346.2547302246094 None None None +3 1965 0.4551849961280823 349.2391662597656 346.2803955078125 None None None +3 1966 0.45513197779655457 349.2571105957031 346.29864501953125 None None None +3 1967 0.45505958795547485 349.2137145996094 346.2557067871094 None None None +3 1968 0.4549693763256073 349.1773681640625 346.2199401855469 None None None +3 1969 0.45483261346817017 349.1538391113281 346.19732666015625 None None None +3 1970 0.4548918306827545 349.1396179199219 346.18267822265625 None None None +3 1971 0.45487380027770996 349.1292724609375 346.1724853515625 None None None +3 1972 0.4549083411693573 349.1156005859375 346.15863037109375 None None None +3 1973 0.4549633860588074 349.11822509765625 346.160888671875 None None None +3 1974 0.4549712538719177 349.11224365234375 346.15484619140625 None None None +3 1975 0.45492711663246155 349.1210021972656 346.1639099121094 None None None +3 1976 0.4550091326236725 349.183837890625 346.2261962890625 None None None +3 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0.4194551110267639 343.8512878417969 341.12542724609375 None None None +5 1931 0.41943395137786865 343.84771728515625 341.1219787597656 None None None +5 1932 0.4194112718105316 343.8626403808594 341.1370544433594 None None None +5 1933 0.41940197348594666 343.8258972167969 341.10040283203125 None None None +5 1934 0.41941139101982117 343.81646728515625 341.0909423828125 None None None +5 1935 0.4194187521934509 343.82916259765625 341.10357666015625 None None None +5 1936 0.419412225484848 343.8071594238281 341.0816345214844 None None None +5 1937 0.41942620277404785 343.786376953125 341.0607604980469 None None None +5 1938 0.419411838054657 343.83251953125 341.10699462890625 None None None +5 1939 0.41951578855514526 343.8166809082031 341.0904846191406 None None None +5 1940 0.4194912910461426 343.8304138183594 341.1043701171875 None None None +5 1941 0.41941896080970764 343.8247985839844 341.0992431640625 None None None +5 1942 0.41939306259155273 343.81292724609375 341.0875549316406 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341.1823425292969 None None None +5 1956 0.4190962314605713 343.90423583984375 341.1807556152344 None None None +5 1957 0.4190725088119507 343.9323425292969 341.20904541015625 None None None +5 1958 0.4189823567867279 343.91558837890625 341.1929016113281 None None None +5 1959 0.4188838601112366 343.8774108886719 341.1553649902344 None None None +5 1960 0.4189532399177551 343.87493896484375 341.1524353027344 None None None +5 1961 0.4189097285270691 343.8402099609375 341.11798095703125 None None None +5 1962 0.4189278185367584 343.8445739746094 341.1222229003906 None None None +5 1963 0.4189193546772003 343.8203125 341.0979919433594 None None None +5 1964 0.4191133379936218 343.8233642578125 341.09979248046875 None None None +5 1965 0.4190353751182556 343.8159484863281 341.0929260253906 None None None +5 1966 0.4189777672290802 343.79351806640625 341.0708312988281 None None None +5 1967 0.4190458357334137 343.84295654296875 341.119873046875 None None None +5 1968 0.41904789209365845 343.8615417480469 341.1384582519531 None None None +5 1969 0.4190419614315033 343.88641357421875 341.1633605957031 None None None +5 1970 0.41907259821891785 343.9035949707031 341.1803283691406 None None None +5 1971 0.4190473258495331 343.8833923339844 341.1603088378906 None None None +5 1972 0.41896313428878784 343.8560791015625 341.133544921875 None None None +5 1973 0.4188825786113739 343.827392578125 341.1053771972656 None None None +5 1974 0.4188781678676605 343.8478088378906 341.1258544921875 None None None +5 1975 0.41893139481544495 343.829345703125 341.1070556640625 None None None +5 1976 0.41891103982925415 343.805419921875 341.083251953125 None None None +5 1977 0.41892603039741516 343.8073425292969 341.0850830078125 None None None +5 1978 0.41886791586875916 343.796142578125 341.0742492675781 None None None +5 1979 0.4188568592071533 343.7747497558594 341.05291748046875 None None None +5 1980 0.41886791586875916 343.7619323730469 341.0400085449219 None None None +5 1981 0.418826699256897 343.75665283203125 341.03497314453125 None None None +5 1982 0.41886863112449646 343.754638671875 341.0326843261719 None None None +5 1983 0.4188092052936554 343.7279052734375 341.00634765625 None None None +5 1984 0.41873621940612793 343.7020263671875 340.98095703125 None None None +5 1985 0.4187910556793213 343.7130432128906 340.9916076660156 None None None +5 1986 0.41870298981666565 343.70123291015625 340.9803466796875 None None None +5 1987 0.41868650913238525 343.6781921386719 340.9573974609375 None None None +5 1988 0.41861864924430847 343.6836853027344 340.96331787109375 None None None +5 1989 0.4188101589679718 343.6698303222656 340.9482421875 None None None +5 1990 0.4187466502189636 343.68475341796875 340.9635925292969 None None None +5 1991 0.4188724160194397 343.6506042480469 340.9286193847656 None None None +5 1992 0.41882553696632385 343.6473083496094 340.92559814453125 None None None +5 1993 0.4188121259212494 343.6600036621094 340.9383850097656 None 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None None +7 1808 0.39247772097587585 341.23443603515625 338.68316650390625 None None None +7 1809 0.3924194574356079 341.2132568359375 338.6623840332031 None None None +7 1810 0.3923459053039551 341.21807861328125 338.66766357421875 None None None +7 1811 0.39232927560806274 341.1900939941406 338.6397705078125 None None None +7 1812 0.3922288715839386 341.2024230957031 338.65277099609375 None None None +7 1813 0.39230936765670776 341.243408203125 338.6932067871094 None None None +7 1814 0.39225292205810547 341.2142028808594 338.66436767578125 None None None +7 1815 0.392273873090744 341.2598876953125 338.7099304199219 None None None +7 1816 0.392228901386261 341.31890869140625 338.76922607421875 None None None +7 1817 0.39221271872520447 341.292724609375 338.7431335449219 None None None +7 1818 0.3922068178653717 341.3133850097656 338.7638244628906 None None None +7 1819 0.39211705327033997 341.304931640625 338.7559509277344 None None None +7 1820 0.3921303153038025 341.2796630859375 338.7306213378906 None None None +7 1821 0.3921414613723755 341.2872009277344 338.73809814453125 None None None +7 1822 0.39220336079597473 341.2372131347656 338.68768310546875 None None None +7 1823 0.3922463059425354 341.25738525390625 338.7075500488281 None None None +7 1824 0.392330139875412 341.2350158691406 338.68463134765625 None None None +7 1825 0.39239609241485596 341.2249755859375 338.6741943359375 None None None +7 1826 0.392485648393631 341.2485656738281 338.69720458984375 None None None +7 1827 0.392551988363266 341.2574768066406 338.70562744140625 None None None +7 1828 0.3926476538181305 341.2890625 338.73663330078125 None None None +7 1829 0.39268171787261963 341.29705810546875 338.744384765625 None None None +7 1830 0.3928763270378113 341.3275146484375 338.7735900878906 None None None +7 1831 0.39297279715538025 341.3002014160156 338.74566650390625 None None None +7 1832 0.3931479752063751 341.3283386230469 338.7726745605469 None None None +7 1833 0.3932221531867981 341.3051452636719 338.7489929199219 None None None +7 1834 0.39320722222328186 341.2940673828125 338.7380065917969 None None None +7 1835 0.3931252956390381 341.2926940917969 338.7371520996094 None None None +7 1836 0.39308586716651917 341.2864074707031 338.73114013671875 None None None +7 1837 0.3931204378604889 341.2590637207031 338.7035217285156 None None None +7 1838 0.39325761795043945 341.2331237792969 338.67669677734375 None None None +7 1839 0.3932427167892456 341.1862487792969 338.62994384765625 None None None +7 1840 0.39344891905784607 341.2186584472656 338.6610107421875 None None None +7 1841 0.39345231652259827 341.17816162109375 338.6204528808594 None None None +7 1842 0.39355042576789856 341.1780090332031 338.61968994140625 None None None +7 1843 0.39362192153930664 341.1810607910156 338.62225341796875 None None None +7 1844 0.39366334676742554 341.1451721191406 338.58612060546875 None None None +7 1845 0.3936645984649658 341.09674072265625 338.5376892089844 None None None +7 1846 0.39366504549980164 341.080322265625 338.521240234375 None None None +7 1847 0.3937148451805115 341.0732727050781 338.51385498046875 None None None +7 1848 0.39369988441467285 341.0683288574219 338.5090026855469 None None None +7 1849 0.3936745226383209 341.066162109375 338.50701904296875 None None None +7 1850 0.3936273455619812 341.08831787109375 338.52947998046875 None None None +7 1851 0.39367780089378357 341.08441162109375 338.5252380371094 None None None +7 1852 0.3936578035354614 341.0684509277344 338.5093994140625 None None None +7 1853 0.39376139640808105 341.05560302734375 338.4958801269531 None None None +7 1854 0.39367547631263733 341.036865234375 338.47772216796875 None None None +7 1855 0.3935964107513428 341.014404296875 338.4557189941406 None None None +7 1856 0.39358559250831604 340.9750061035156 338.41644287109375 None None None +7 1857 0.39350438117980957 340.9619140625 338.4039001464844 None None None +7 1858 0.3934164047241211 340.95477294921875 338.3973388671875 None None None +7 1859 0.39342230558395386 340.9422302246094 338.38470458984375 None None None +7 1860 0.39330729842185974 340.9063720703125 338.3495788574219 None None None +7 1861 0.3933449387550354 340.9073791503906 338.3503723144531 None None None +7 1862 0.3932977318763733 340.9027404785156 338.34600830078125 None None None +7 1863 0.39325839281082153 340.8807373046875 338.32421875 None None None +7 1864 0.39321961998939514 340.875 338.3187561035156 None None None +7 1865 0.3931487798690796 340.8647766113281 338.30902099609375 None None None +7 1866 0.3930972218513489 340.892578125 338.337158203125 None None None +7 1867 0.3931463956832886 340.8668518066406 338.3111267089844 None None None +7 1868 0.39322859048843384 340.8790588378906 338.3227844238281 None None None +7 1869 0.39324265718460083 340.8972473144531 338.3409118652344 None None None +7 1870 0.39322176575660706 340.8878479003906 338.3316345214844 None None None +7 1871 0.39315614104270935 340.8892822265625 338.3334655761719 None None None +7 1872 0.3931135833263397 340.8844299316406 338.3288879394531 None None None +7 1873 0.39315247535705566 340.9043884277344 338.34857177734375 None None None +7 1874 0.39309194684028625 340.89129638671875 338.3359069824219 None None None +7 1875 0.39306366443634033 340.8800964355469 338.32489013671875 None None None +7 1876 0.3929799199104309 340.8583679199219 338.3037109375 None None None +7 1877 0.39296838641166687 340.8449401855469 338.2903747558594 None None None +7 1878 0.39292803406715393 340.849853515625 338.2955322265625 None None None +7 1879 0.3928140699863434 340.826171875 338.2725830078125 None None None +7 1880 0.3928995728492737 340.8396301269531 338.2855224609375 None None None +7 1881 0.39288151264190674 340.830322265625 338.27630615234375 None None None +7 1882 0.39281147718429565 340.8279113769531 338.27435302734375 None None None +7 1883 0.3928094506263733 340.837890625 338.28436279296875 None None None +7 1884 0.39277487993240356 340.81488037109375 338.2615661621094 None None None +7 1885 0.39280015230178833 340.78955078125 338.2360534667969 None None None +7 1886 0.392819344997406 340.7796325683594 338.22601318359375 None None None +7 1887 0.3928498327732086 340.75439453125 338.2005920410156 None None None +7 1888 0.39314860105514526 340.75579833984375 338.2000427246094 None None None +7 1889 0.3931342661380768 340.7276306152344 338.1719665527344 None None None +7 1890 0.3931291997432709 340.7177734375 338.16217041015625 None None None +7 1891 0.3930867910385132 340.7246398925781 338.1692810058594 None None None +7 1892 0.3931501507759094 340.73248291015625 338.17669677734375 None None None +7 1893 0.3931565284729004 340.7101745605469 338.1543884277344 None None None +7 1894 0.39326712489128113 340.7135314941406 338.156982421875 None None None +7 1895 0.393322229385376 340.6925048828125 338.1356506347656 None None None +7 1896 0.3933948576450348 340.68572998046875 338.1283874511719 None None None +7 1897 0.3933413028717041 340.670654296875 338.11370849609375 None None None +7 1898 0.39340484142303467 340.69647216796875 338.13909912109375 None None None +7 1899 0.3934154808521271 340.70489501953125 338.1474304199219 None None None +7 1900 0.39349740743637085 340.7027282714844 338.1447448730469 None None None +7 1901 0.39353135228157043 340.7052917480469 338.1470947265625 None None None +7 1902 0.39349043369293213 340.6936950683594 338.13580322265625 None None None +7 1903 0.3935295641422272 340.69915771484375 338.1410217285156 None None None +7 1904 0.3935430347919464 340.7339172363281 338.1756896972656 None None None +7 1905 0.3935409188270569 340.7290344238281 338.1708068847656 None None None +7 1906 0.3938063085079193 340.806396484375 338.24639892578125 None None None +7 1907 0.39379802346229553 340.8277587890625 338.267822265625 None None None +7 1908 0.3937520384788513 340.8289794921875 338.26934814453125 None None None +7 1909 0.3938131034374237 340.822998046875 338.262939453125 None None None +7 1910 0.3937631845474243 340.8173522949219 338.25762939453125 None None None +7 1911 0.39374056458473206 340.8275451660156 338.26800537109375 None None None +7 1912 0.39368635416030884 340.835693359375 338.2764587402344 None None None +7 1913 0.39375483989715576 340.8465576171875 338.2868957519531 None None None +7 1914 0.39369073510169983 340.84527587890625 338.2860412597656 None None None +7 1915 0.39361080527305603 340.82666015625 338.2679748535156 None None None +7 1916 0.39354440569877625 340.8598937988281 338.3016357421875 None None None +7 1917 0.3935440480709076 340.8905944824219 338.33233642578125 None None None +7 1918 0.393699586391449 340.8827819824219 338.3235168457031 None None None +7 1919 0.39365217089653015 340.8677673339844 338.30877685546875 None None None +7 1920 0.3936345875263214 340.8421325683594 338.2832336425781 None None None +7 1921 0.3936944603919983 340.8302001953125 338.27093505859375 None None None +7 1922 0.39374229311943054 340.81610107421875 338.25653076171875 None None None +7 1923 0.3937176764011383 340.8197021484375 338.2602844238281 None None None +7 1924 0.39369654655456543 340.8177185058594 338.2584228515625 None None None +7 1925 0.39367973804473877 340.8041076660156 338.2449645996094 None None None +7 1926 0.3936685025691986 340.8047180175781 338.24566650390625 None None None +7 1927 0.39380455017089844 340.8072814941406 338.247314453125 None None None +7 1928 0.39383137226104736 340.842041015625 338.2818603515625 None None None +7 1929 0.39388370513916016 340.83984375 338.27935791015625 None None None +7 1930 0.3937808871269226 340.8092041015625 338.2493896484375 None None None +7 1931 0.39379626512527466 340.7982482910156 338.23834228515625 None None None +7 1932 0.3937644362449646 340.78314208984375 338.2234802246094 None None None +7 1933 0.3938945531845093 340.78448486328125 338.2239685058594 None None None +7 1934 0.3939027488231659 340.78948974609375 338.2288818359375 None None None +7 1935 0.39388319849967957 340.7901306152344 338.22967529296875 None None None +7 1936 0.39403626322746277 340.75958251953125 338.1981201171875 None None None +7 1937 0.3939836621284485 340.792724609375 338.2315979003906 None None None +7 1938 0.39393100142478943 340.7748718261719 338.214111328125 None None None +7 1939 0.39389926195144653 340.81658935546875 338.2560119628906 None None None +7 1940 0.3939662575721741 340.8045349121094 338.2434997558594 None None None +7 1941 0.3939683735370636 340.8047790527344 338.2437438964844 None None None +7 1942 0.3939308226108551 340.79693603515625 338.2361145019531 None None None +7 1943 0.393904447555542 340.83148193359375 338.27081298828125 None None None +7 1944 0.3939167559146881 340.8328552246094 338.2721252441406 None None None +7 1945 0.3939667344093323 340.8348388671875 338.2737731933594 None None None +7 1946 0.3939170837402344 340.86029052734375 338.299560546875 None None None +7 1947 0.3939182162284851 340.86505126953125 338.3043212890625 None None None +7 1948 0.39400413632392883 340.90167236328125 338.34039306640625 None None None +7 1949 0.39396440982818604 340.9239807128906 338.3629455566406 None None None +7 1950 0.3939507007598877 340.9322509765625 338.3713073730469 None None None +7 1951 0.39390283823013306 340.9019775390625 338.34136962890625 None None None +7 1952 0.3938722014427185 340.91680908203125 338.3564147949219 None None None +7 1953 0.3938036262989044 340.9056396484375 338.34564208984375 None None None +7 1954 0.39376676082611084 340.9361267089844 338.3763732910156 None None None +7 1955 0.3938642740249634 340.9784240722656 338.4180603027344 None None None +7 1956 0.39390912652015686 340.9884033203125 338.427734375 None None None +7 1957 0.3940209448337555 340.9718933105469 338.4104919433594 None None None +7 1958 0.3940289616584778 340.95684814453125 338.3953857421875 None None None +7 1959 0.3940317928791046 340.9714050292969 338.4099426269531 None None None +7 1960 0.3940834105014801 340.9606018066406 338.3988037109375 None None None +7 1961 0.3940417170524597 340.929443359375 338.367919921875 None None None +7 1962 0.3939908742904663 340.92852783203125 338.3673400878906 None None None +7 1963 0.3938995599746704 340.8863830566406 338.3257751464844 None None None +7 1964 0.39390847086906433 340.8592529296875 338.298583984375 None None None +7 1965 0.39382922649383545 340.8437194824219 338.2835693359375 None None None +7 1966 0.3938570022583008 340.8333435058594 338.2730407714844 None None None +7 1967 0.39387309551239014 340.844482421875 338.2840576171875 None None None +7 1968 0.39377567172050476 340.82354736328125 338.2637939453125 None None None +7 1969 0.39373642206192017 340.8506774902344 338.2911682128906 None None None +7 1970 0.3937229514122009 340.8622131347656 338.30279541015625 None None None +7 1971 0.39382728934288025 340.9236755371094 338.3635559082031 None None None +7 1972 0.3938542902469635 340.9393005371094 338.3789978027344 None None None +7 1973 0.3938884735107422 340.9596862792969 338.399169921875 None None None +7 1974 0.39383962750434875 340.9598693847656 338.399658203125 None None None +7 1975 0.3938707113265991 340.9681091308594 338.4076843261719 None None None +7 1976 0.39389702677726746 340.9852294921875 338.42462158203125 None None None +7 1977 0.3938771188259125 340.9693908691406 338.40887451171875 None None None +7 1978 0.393819659948349 340.9864196777344 338.4263000488281 None None None +7 1979 0.3938324749469757 340.9604187011719 338.40020751953125 None None None +7 1980 0.3939538300037384 340.9537353515625 338.3927307128906 None None None +7 1981 0.393998920917511 340.951904296875 338.390625 None None None +7 1982 0.39403191208839417 340.941650390625 338.3801574707031 None None None +7 1983 0.3939688503742218 340.8934020996094 338.3323059082031 None None None +7 1984 0.39388585090637207 340.8628845214844 338.3023986816406 None None None +7 1985 0.3938881456851959 340.8862609863281 338.3257141113281 None None None +7 1986 0.39389222860336304 340.9046325683594 338.34405517578125 None None None +7 1987 0.3938027024269104 340.93243408203125 338.3724670410156 None None None +7 1988 0.39374056458473206 340.88861083984375 338.3290100097656 None None None +7 1989 0.39372462034225464 340.91265869140625 338.3531799316406 None None None +7 1990 0.3937377631664276 340.92822265625 338.3686828613281 None None None +7 1991 0.39370614290237427 340.9087219238281 338.349365234375 None None None +7 1992 0.3936713635921478 340.87054443359375 338.3114318847656 None None None +7 1993 0.39356669783592224 340.8958435058594 338.33740234375 None None None +7 1994 0.39350321888923645 340.85858154296875 338.30059814453125 None None None +7 1995 0.3934619724750519 340.8514709472656 338.2937316894531 None None None +7 1996 0.39345821738243103 340.844970703125 338.2872619628906 None None None +7 1997 0.3934670686721802 340.82818603515625 338.2704162597656 None None None +7 1998 0.3934236466884613 340.8149108886719 338.2574157714844 None None None +7 1999 0.3933531641960144 340.8118896484375 338.2548522949219 None None None +7 2000 0.39332807064056396 340.82269287109375 338.2658386230469 None None None +7 2001 0.393283486366272 340.8483581542969 338.291748046875 None None None +7 2002 0.3933454155921936 340.8564758300781 338.2994689941406 None None None +7 2003 0.393291711807251 340.8678894042969 338.3112487792969 None None None +7 2004 0.3932380974292755 340.8759460449219 338.3196716308594 None None None +7 2005 0.3931620717048645 340.8575439453125 338.3017578125 None None None +7 2006 0.3931616544723511 340.85394287109375 338.2981262207031 None None None +7 2007 0.39312171936035156 340.88665771484375 338.3311462402344 None None None +7 2008 0.39314284920692444 340.8865661621094 338.33087158203125 None None None +7 2009 0.39313286542892456 340.92266845703125 338.3670349121094 None None None +7 2010 0.3931639492511749 340.9156494140625 338.35980224609375 None 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341.02679443359375 338.4693298339844 None None None +7 2024 0.3933617174625397 340.9869689941406 338.4299011230469 None None None +7 2025 0.3933824598789215 340.97540283203125 338.4181823730469 None None None +7 2026 0.39338311553001404 340.97412109375 338.4169006347656 None None None +7 2027 0.3932977020740509 340.934814453125 338.3781433105469 None None None +7 2028 0.39326122403144836 340.9134826660156 338.3570251464844 None None None +7 2029 0.3932269811630249 340.91986083984375 338.3636474609375 None None None +7 2030 0.39327260851860046 340.93646240234375 338.3799133300781 None None None +7 2031 0.39331793785095215 340.96337890625 338.40655517578125 None None None +7 2032 0.39323920011520386 340.934326171875 338.3780517578125 None None None +7 2033 0.39322546124458313 340.9204406738281 338.3642578125 None None None +7 2034 0.3932831883430481 340.9093017578125 338.3526916503906 None None None +7 2035 0.39328068494796753 340.8904113769531 338.3338317871094 None None None +7 2036 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None None +8 1894 0.3735456168651581 338.70135498046875 336.27362060546875 None None None +8 1895 0.37352463603019714 338.7008972167969 336.2732849121094 None None None +8 1896 0.37359315156936646 338.6762390136719 336.2481994628906 None None None +8 1897 0.3737475872039795 338.6678466796875 336.2388000488281 None None None +8 1898 0.3737586736679077 338.621826171875 336.19268798828125 None None None +8 1899 0.37381601333618164 338.6044616699219 336.17498779296875 None None None +8 1900 0.3737320601940155 338.59716796875 336.168212890625 None None None +8 1901 0.373717725276947 338.5843505859375 336.155517578125 None None None +8 1902 0.3737797141075134 338.5928955078125 336.1636047363281 None None None +8 1903 0.37374964356422424 338.5672607421875 336.13818359375 None None None +8 1904 0.3738959729671478 338.590576171875 336.1605529785156 None None None +8 1905 0.37401747703552246 338.56829833984375 336.1374816894531 None None None +8 1906 0.37401723861694336 338.531982421875 336.1011962890625 None None None +8 1907 0.3740074932575226 338.519775390625 336.08905029296875 None None None +8 1908 0.37403014302253723 338.5309753417969 336.10009765625 None None None +8 1909 0.3739855885505676 338.54547119140625 336.1148986816406 None None None +8 1910 0.3739950656890869 338.59710693359375 336.1664733886719 None None None +8 1911 0.3739922046661377 338.57177734375 336.1411437988281 None None None +8 1912 0.37396878004074097 338.56951904296875 336.1390075683594 None None None +8 1913 0.3739524781703949 338.53912353515625 336.1086730957031 None None None +8 1914 0.3739878535270691 338.54864501953125 336.1180114746094 None None None +8 1915 0.37394508719444275 338.53619384765625 336.1058349609375 None None None +8 1916 0.37388360500335693 338.5583801269531 336.1284484863281 None None None +8 1917 0.37385180592536926 338.5938720703125 336.16412353515625 None None None +8 1918 0.3738487660884857 338.6113586425781 336.181640625 None None None +8 1919 0.37386175990104675 338.56976318359375 336.1399230957031 None None None +8 1920 0.3738831877708435 338.5838928222656 336.1539306640625 None None None +8 1921 0.3738269507884979 338.5896301269531 336.1600036621094 None None None +8 1922 0.37380048632621765 338.5735168457031 336.1440734863281 None None None +8 1923 0.37379151582717896 338.5720520019531 336.1426696777344 None None None +8 1924 0.37373650074005127 338.5502014160156 336.12115478515625 None None None +8 1925 0.37370240688323975 338.55035400390625 336.1215515136719 None None None +8 1926 0.37365373969078064 338.5043029785156 336.0758056640625 None None None +8 1927 0.37363359332084656 338.48114013671875 336.05279541015625 None None None +8 1928 0.37366557121276855 338.47650146484375 336.0478820800781 None None None +8 1929 0.3735954165458679 338.4947204589844 336.0665588378906 None None None +8 1930 0.37351077795028687 338.4455871582031 336.0179748535156 None None None +8 1931 0.37348267436027527 338.43975830078125 336.0123291015625 None None None +8 1932 0.3734424412250519 338.4114990234375 335.984375 None None None +8 1933 0.37339216470718384 338.4068603515625 335.9800720214844 None None None +8 1934 0.37340351939201355 338.4317321777344 336.0048522949219 None None None +8 1935 0.373381108045578 338.4341125488281 336.00738525390625 None None None +8 1936 0.3734811246395111 338.4419250488281 336.0145568847656 None None None +8 1937 0.3733983039855957 338.4109191894531 335.9841003417969 None None None +8 1938 0.37334269285202026 338.3826904296875 335.9561767578125 None None None +8 1939 0.3734164535999298 338.3962707519531 335.96929931640625 None None None +8 1940 0.37344226241111755 338.4066467285156 335.9795227050781 None None None +8 1941 0.3734362721443176 338.41717529296875 335.99005126953125 None None None +8 1942 0.3733973205089569 338.3875732421875 335.9607238769531 None None None +8 1943 0.37337687611579895 338.3701171875 335.9433898925781 None None None +8 1944 0.3733789622783661 338.3593444824219 335.9326171875 None None None +8 1945 0.3733941316604614 338.366943359375 335.9400939941406 None None None +8 1946 0.3734195828437805 338.3354797363281 335.9084777832031 None None None +8 1947 0.373412162065506 338.38739013671875 335.96044921875 None None None +8 1948 0.37339991331100464 338.3672790527344 335.94036865234375 None None None +8 1949 0.37351158261299133 338.3694152832031 335.94183349609375 None None None +8 1950 0.3735072612762451 338.34417724609375 335.9165954589844 None None None +8 1951 0.37352287769317627 338.3559875488281 335.9283142089844 None None None +8 1952 0.37348151206970215 338.3426818847656 335.9152526855469 None None None +8 1953 0.3734751045703888 338.3080749511719 335.88067626953125 None None None +8 1954 0.37352123856544495 338.2859191894531 335.85821533203125 None None None +8 1955 0.3735988438129425 338.3063659667969 335.878173828125 None None None +8 1956 0.37360134720802307 338.32989501953125 335.90167236328125 None None None +8 1957 0.37363192439079285 338.3368835449219 335.9084777832031 None None None +8 1958 0.37360310554504395 338.3796691894531 335.9514465332031 None None None +8 1959 0.3735463321208954 338.3932189941406 335.9653625488281 None None None +8 1960 0.3734925389289856 338.371826171875 335.9443054199219 None None None +8 1961 0.3734879195690155 338.3347473144531 335.9072570800781 None None None +8 1962 0.37348002195358276 338.3773193359375 335.94989013671875 None None None +8 1963 0.37342900037765503 338.3607482910156 335.93365478515625 None None None +8 1964 0.37339434027671814 338.34808349609375 335.92120361328125 None None None +8 1965 0.373381108045578 338.3671875 335.9403381347656 None None None +8 1966 0.3733707070350647 338.3610534667969 335.934326171875 None None None +8 1967 0.37343689799308777 338.37310791015625 335.9459533691406 None None None +8 1968 0.3734467029571533 338.36279296875 335.935546875 None None None +8 1969 0.37336671352386475 338.4012756347656 335.97454833984375 None None None +8 1970 0.37336108088493347 338.3734436035156 335.9467468261719 None None None +8 1971 0.3733448088169098 338.3720703125 335.9454345703125 None None None +8 1972 0.37333178520202637 338.42352294921875 335.9969787597656 None None None +8 1973 0.37356117367744446 338.47088623046875 336.0428771972656 None None None +8 1974 0.3735554814338684 338.4771423339844 336.0491638183594 None None None +8 1975 0.37352752685546875 338.4645080566406 336.03668212890625 None None None +8 1976 0.373532772064209 338.4665832519531 336.0387268066406 None None None +8 1977 0.373587965965271 338.5234680175781 336.0952453613281 None None None +8 1978 0.37361016869544983 338.4936828613281 336.0652770996094 None None None +8 1979 0.3736323416233063 338.4980773925781 336.0695495605469 None None None +8 1980 0.37364572286605835 338.4711608886719 336.04254150390625 None None None +8 1981 0.37366586923599243 338.5229797363281 336.09423828125 None None None +8 1982 0.3735869824886322 338.51953125 336.09130859375 None None None +8 1983 0.3735460937023163 338.5511169433594 336.1231994628906 None None None +8 1984 0.3736444413661957 338.56219482421875 336.1335754394531 None None None +8 1985 0.3736843466758728 338.55303955078125 336.12420654296875 None None None +8 1986 0.37368252873420715 338.5509033203125 336.1220397949219 None None None +8 1987 0.3737369775772095 338.54766845703125 336.1184387207031 None None None +8 1988 0.37369784712791443 338.57806396484375 336.14910888671875 None None None +8 1989 0.3737354874610901 338.5820617675781 336.1529235839844 None None None +8 1990 0.37374892830848694 338.5851745605469 336.1559143066406 None None None +8 1991 0.37374040484428406 338.59283447265625 336.16363525390625 None None None +8 1992 0.37374040484428406 338.59100341796875 336.16180419921875 None None None +8 1993 0.37370023131370544 338.58270263671875 336.15380859375 None None None +8 1994 0.37375950813293457 338.5713195800781 336.14202880859375 None None None +8 1995 0.3737252950668335 338.5632019042969 336.1341247558594 None None None +8 1996 0.37371066212654114 338.56671142578125 336.1377258300781 None None None +8 1997 0.3736892342567444 338.59619140625 336.1673583984375 None None None +8 1998 0.373647540807724 338.58856201171875 336.1600036621094 None None None +8 1999 0.37361618876457214 338.5661315917969 336.13775634765625 None None None +8 2000 0.37361419200897217 338.5469055175781 336.1185607910156 None None None +8 2001 0.37357309460639954 338.5358581542969 336.1077880859375 None None None +8 2002 0.37358203530311584 338.4989013671875 336.07073974609375 None None None +8 2003 0.37345075607299805 338.4673156738281 336.0400390625 None None None +8 2004 0.373445987701416 338.4966735839844 336.0694274902344 None None None +8 2005 0.3734801709651947 338.5086669921875 336.0812072753906 None None None +8 2006 0.3735833466053009 338.5096435546875 336.0815124511719 None None None +8 2007 0.3735116720199585 338.51812744140625 336.0904541015625 None None None +8 2008 0.3735073506832123 338.55059814453125 336.1229553222656 None None None +8 2009 0.3735019564628601 338.5458068847656 336.1181945800781 None None None +8 2010 0.3734578788280487 338.52593994140625 336.0986328125 None None None +8 2011 0.37343674898147583 338.5744934082031 336.1473083496094 None None None +8 2012 0.3734964430332184 338.5506286621094 336.1230773925781 None None None +8 2013 0.37345606088638306 338.5465087890625 336.1192321777344 None None None +8 2014 0.37347930669784546 338.50091552734375 336.0735168457031 None None None +8 2015 0.3734283447265625 338.5143737792969 336.0873107910156 None None None +8 2016 0.37346258759498596 338.5036926269531 336.076416015625 None None None +8 2017 0.3734523355960846 338.53509521484375 336.10784912109375 None None None +8 2018 0.37341925501823425 338.5148010253906 336.0877685546875 None None None +8 2019 0.37344151735305786 338.53240966796875 336.10528564453125 None None None +8 2020 0.3735920786857605 338.5696716308594 336.1415710449219 None None None +8 2021 0.3736574351787567 338.581787109375 336.1532287597656 None None None +8 2022 0.3735935091972351 338.5846252441406 336.156494140625 None None None +8 2023 0.3735888600349426 338.5750427246094 336.1469421386719 None None None +8 2024 0.37364351749420166 338.5743713378906 336.1459045410156 None None None +8 2025 0.37356847524642944 338.57318115234375 336.14520263671875 None None None +8 2026 0.37351420521736145 338.5271911621094 336.0995788574219 None None None +8 2027 0.37345096468925476 338.49163818359375 336.064453125 None None None +8 2028 0.3734370172023773 338.4632873535156 336.03619384765625 None None None +8 2029 0.37350404262542725 338.50244140625 336.0749206542969 None None None +8 2030 0.3734622895717621 338.4912414550781 336.0639953613281 None None None +8 2031 0.37342143058776855 338.4985046386719 336.071533203125 None None None +8 2032 0.373383492231369 338.5157165527344 336.0889892578125 None None None +8 2033 0.3734324872493744 338.525146484375 336.09808349609375 None None None +8 2034 0.37345582246780396 338.520751953125 336.0935363769531 None None None +8 2035 0.37350890040397644 338.5235290527344 336.0959777832031 None None None +8 2036 0.3735015392303467 338.5015563964844 336.07403564453125 None None None +8 2037 0.37341615557670593 338.44659423828125 336.0196228027344 None None None +8 2038 0.37334898114204407 338.4315490722656 336.00506591796875 None None None +8 2039 0.3732684254646301 338.41253662109375 335.986572265625 None None None +8 2040 0.3732563257217407 338.3924255371094 335.966552734375 None None None +8 2041 0.3732450604438782 338.3702392578125 335.9444274902344 None None None +8 2042 0.37334173917770386 338.3431396484375 335.916748046875 None None None +8 2043 0.3734245002269745 338.4054260253906 335.978515625 None None None +8 2044 0.3734646737575531 338.4123840332031 335.98516845703125 None None None +8 2045 0.37345269322395325 338.3885192871094 335.9613952636719 None None None +8 2046 0.37351247668266296 338.445068359375 336.0175476074219 None None None +8 2047 0.37350741028785706 338.41619873046875 335.98876953125 None None None +8 2048 0.3734745681285858 338.4320983886719 336.0049133300781 None None None +8 2049 0.3735799193382263 338.4324645996094 336.00457763671875 None None None +8 2050 0.3736852705478668 338.45159912109375 336.0229797363281 None None None +8 2051 0.37371906638145447 338.4607849121094 336.0319519042969 None None None +8 2052 0.3736582398414612 338.45318603515625 336.0247497558594 None None None +8 2053 0.37357470393180847 338.44744873046875 336.0195617675781 None None None +8 2054 0.37359315156936646 338.46209716796875 336.0340576171875 None None None +8 2055 0.3735494911670685 338.4367370605469 336.0090026855469 None None None +8 2056 0.3735463619232178 338.42205810546875 335.9942932128906 None None None +8 2057 0.37360578775405884 338.4036865234375 335.9755554199219 None None None +8 2058 0.37364980578422546 338.4636535644531 336.0352478027344 None None None +8 2059 0.37363436818122864 338.46014404296875 336.0318298339844 None None None +8 2060 0.37372025847435 338.4254150390625 335.9965515136719 None None None +8 2061 0.3736608326435089 338.41510009765625 335.98663330078125 None None None +8 2062 0.3736985921859741 338.424560546875 335.995849609375 None None None +8 2063 0.3737001121044159 338.42559814453125 335.99688720703125 None None None +8 2064 0.37374168634414673 338.4436950683594 336.01470947265625 None None None +8 2065 0.37372446060180664 338.4632263183594 336.03436279296875 None None None +8 2066 0.37368497252464294 338.468994140625 336.0403747558594 None None None +8 2067 0.37370193004608154 338.5009765625 336.0722351074219 None None None +8 2068 0.37361031770706177 338.47491455078125 336.0467529296875 None None None +8 2069 0.37373587489128113 338.455322265625 336.0263671875 None None None +8 2070 0.3736951947212219 338.4405212402344 336.0118408203125 None None None +8 2071 0.373721182346344 338.4126892089844 335.9837951660156 None None None +8 2072 0.3737795054912567 338.3823547363281 335.9530944824219 None None None +8 2073 0.37373048067092896 338.37548828125 335.946533203125 None None None +8 2074 0.3737236261367798 338.3580322265625 335.92913818359375 None None None +8 2075 0.37370485067367554 338.3779602050781 335.9491882324219 None None None +8 2076 0.3736621141433716 338.3800048828125 335.95147705078125 None None None +8 2077 0.3736211061477661 338.3807067871094 335.9524841308594 None None None +8 2078 0.3736245632171631 338.35052490234375 335.9222717285156 None None None +8 2079 0.37366411089897156 338.3686828613281 335.9401550292969 None None None +8 2080 0.37371474504470825 338.3971862792969 335.9683532714844 None None None +8 2081 0.37368154525756836 338.4002380371094 335.97161865234375 None None None +8 2082 0.37369605898857117 338.39788818359375 335.96917724609375 None None None +8 2083 0.373648464679718 338.4104919433594 335.9820556640625 None None None +8 2084 0.3737158477306366 338.4041442871094 335.9753112792969 None None None +8 2085 0.37366989254951477 338.421630859375 335.9930725097656 None None None +8 2086 0.37363332509994507 338.4254150390625 335.9971008300781 None None None +8 2087 0.3736445903778076 338.41925048828125 335.9908752441406 None None None +8 2088 0.37370526790618896 338.38665771484375 335.9578857421875 None None None +8 2089 0.37366220355033875 338.4291076660156 336.0006103515625 None None None +8 2090 0.3736066520214081 338.4227600097656 335.99462890625 None None None +8 2091 0.3736700117588043 338.4444274902344 336.015869140625 None None None +8 2092 0.37362128496170044 338.45574951171875 336.02752685546875 None None None +8 2093 0.3735963702201843 338.44134521484375 336.0132751464844 None None None +8 2094 0.3735724091529846 338.44012451171875 336.0122375488281 None None None +8 2095 0.37356099486351013 338.44036865234375 336.0125427246094 None None None +8 2096 0.3734762966632843 338.4168701171875 335.9895935058594 None None None +8 2097 0.3734689950942993 338.41845703125 335.9912109375 None None None +8 2098 0.37355726957321167 338.4359130859375 336.0080871582031 None None None +8 2099 0.37361371517181396 338.4549560546875 336.02679443359375 None None None +8 2100 0.3737145662307739 338.43408203125 336.0052795410156 None None None +8 2101 0.37373822927474976 338.40509033203125 335.97613525390625 None None None +8 2102 0.3738346993923187 338.40704345703125 335.97747802734375 None None None +8 2103 0.37385615706443787 338.4085998535156 335.9789123535156 None None None +8 2104 0.37384742498397827 338.4124450683594 335.9828186035156 None None None +8 2105 0.37400779128074646 338.41534423828125 335.9846496582031 None None None +8 2106 0.37402480840682983 338.40869140625 335.9779357910156 None None None +8 2107 0.3740025460720062 338.39434814453125 335.9637145996094 None None None +8 2108 0.3740668296813965 338.42401123046875 335.99298095703125 None None None +8 2109 0.37411245703697205 338.42193603515625 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331.0996398925781 None None None +9 1953 0.3370710015296936 333.25750732421875 331.06640625 None None None +9 1954 0.33706364035606384 333.2238464355469 331.0328063964844 None None None +9 1955 0.3370196521282196 333.2240295410156 331.03326416015625 None None None +9 1956 0.33705660700798035 333.2145690917969 331.0235290527344 None None None +9 1957 0.3370242118835449 333.2358703613281 331.0450744628906 None None None +9 1958 0.33701470494270325 333.2031555175781 331.012451171875 None None None +9 1959 0.33697089552879333 333.18731689453125 330.9968566894531 None None None +9 1960 0.3369539976119995 333.1961669921875 331.005859375 None None None +9 1961 0.33711087703704834 333.1861267089844 330.9947814941406 None None None +9 1962 0.33705538511276245 333.1871337890625 330.99609375 None None None +9 1963 0.3370164632797241 333.1693115234375 330.9785461425781 None None None +9 1964 0.3370859622955322 333.1755065917969 330.98431396484375 None None None +9 1965 0.3371056914329529 333.2133483886719 331.02203369140625 None None None +9 1966 0.337116539478302 333.20526123046875 331.0138854980469 None None None +9 1967 0.33719784021377563 333.17987060546875 330.9879455566406 None None None +9 1968 0.33722978830337524 333.1624755859375 330.9703369140625 None None None +9 1969 0.33741477131843567 333.155029296875 330.9617004394531 None None None +9 1970 0.33741873502731323 333.1432189941406 330.9498596191406 None None None +9 1971 0.33739349246025085 333.13861083984375 330.9454040527344 None None None +9 1972 0.3374389708042145 333.1510925292969 330.9576110839844 None None None +9 1973 0.3374077379703522 333.1401672363281 330.9468688964844 None None None +9 1974 0.33737799525260925 333.1632080078125 330.9700927734375 None None None +9 1975 0.33742275834083557 333.1789855957031 330.9855651855469 None None None +9 1976 0.33736348152160645 333.1422119140625 330.9491882324219 None None None +9 1977 0.33738765120506287 333.14642333984375 330.9532165527344 None None None 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330.9203796386719 None None None +9 1991 0.33739665150642395 333.120361328125 330.9271240234375 None None None +9 1992 0.33741307258605957 333.1177978515625 330.92449951171875 None None None +9 1993 0.3374232053756714 333.1567077636719 330.96331787109375 None None None +9 1994 0.3374350666999817 333.1356506347656 330.9421691894531 None None None +9 1995 0.337401419878006 333.1384582519531 330.9452209472656 None None None +9 1996 0.33737266063690186 333.1211853027344 330.9281311035156 None None None +9 1997 0.337372750043869 333.1434020996094 330.9503479003906 None None None +9 1998 0.3373364210128784 333.13116455078125 330.9383544921875 None None None +9 1999 0.33735641837120056 333.10968017578125 330.916748046875 None None None +9 2000 0.33735886216163635 333.0993957519531 330.9064636230469 None None None +9 2001 0.3373989760875702 333.1070251464844 330.913818359375 None None None +9 2002 0.3373715281486511 333.0959777832031 330.9029235839844 None None None +9 2003 0.3373420238494873 333.0920104980469 330.899169921875 None None None +9 2004 0.3374343514442444 333.0763244628906 330.8829040527344 None None None +9 2005 0.33746403455734253 333.0990295410156 330.9054260253906 None None None +9 2006 0.3374144732952118 333.0730285644531 330.8797607421875 None None None +9 2007 0.3374961018562317 333.09149169921875 330.897705078125 None None None +9 2008 0.33758944272994995 333.0977783203125 330.90338134765625 None None None +9 2009 0.33756574988365173 333.091796875 330.8975830078125 None None None +9 2010 0.3375255763530731 333.1118469238281 330.9178771972656 None None None +9 2011 0.3374851942062378 333.10833740234375 330.91461181640625 None None None +9 2012 0.33752334117889404 333.1121520996094 330.9181823730469 None None None +9 2013 0.33753275871276855 333.1391906738281 330.9451599121094 None None None +9 2014 0.3374894857406616 333.1402587890625 330.9465026855469 None None None +9 2015 0.3374812602996826 333.12152099609375 330.9278259277344 None None None +9 2016 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0.32246989011764526 328.69683837890625 326.60076904296875 None None None +10 1888 0.32253843545913696 328.7231140136719 326.6265869140625 None None None +10 1889 0.3226996064186096 328.7309875488281 326.6334533691406 None None None +10 1890 0.322689950466156 328.7261962890625 326.6286926269531 None None None +10 1891 0.32274961471557617 328.7554016113281 326.6575012207031 None None None +10 1892 0.3228420913219452 328.7541809082031 326.6556701660156 None None None +10 1893 0.32288381457328796 328.77508544921875 326.67633056640625 None None None +10 1894 0.32283076643943787 328.749755859375 326.6513366699219 None None None +10 1895 0.32279178500175476 328.7536315917969 326.65545654296875 None None None +10 1896 0.3227255046367645 328.7548828125 326.65716552734375 None None None +10 1897 0.3227023482322693 328.78326416015625 326.6856994628906 None None None +10 1898 0.3227580189704895 328.7765808105469 326.67864990234375 None None None +10 1899 0.322698175907135 328.7590026855469 326.6614685058594 None None None +10 1900 0.32264554500579834 328.7659912109375 326.66876220703125 None None None +10 1901 0.32261374592781067 328.7301940917969 326.6331787109375 None None None +10 1902 0.3225500285625458 328.7164611816406 326.619873046875 None None None +10 1903 0.3225746154785156 328.7203369140625 326.62359619140625 None None None +10 1904 0.32258763909339905 328.76220703125 326.6654052734375 None None None +10 1905 0.3226003646850586 328.7646179199219 326.667724609375 None None None +10 1906 0.32262104749679565 328.7568359375 326.6597900390625 None None None +10 1907 0.32265257835388184 328.7710266113281 326.6737976074219 None None None +10 1908 0.32260915637016296 328.7713317871094 326.67437744140625 None None None +10 1909 0.3225676715373993 328.7870178222656 326.69036865234375 None None None +10 1910 0.3225434422492981 328.7679748535156 326.67144775390625 None None None +10 1911 0.3225586414337158 328.7848815917969 326.6882629394531 None None None +10 1912 0.3225307762622833 328.7919616699219 326.6955261230469 None None None +10 1913 0.3224889934062958 328.796875 326.70068359375 None None None +10 1914 0.3224349319934845 328.7921447753906 326.6962890625 None None None +10 1915 0.32239145040512085 328.76116943359375 326.66558837890625 None None None +10 1916 0.3224419057369232 328.76251220703125 326.6666259765625 None None None +10 1917 0.32242369651794434 328.77020263671875 326.6744079589844 None None None +10 1918 0.32242029905319214 328.7684326171875 326.67266845703125 None None None +10 1919 0.32237353920936584 328.77642822265625 326.6809387207031 None None None +10 1920 0.32230594754219055 328.7930908203125 326.6980285644531 None None None +10 1921 0.32223570346832275 328.7784729003906 326.683837890625 None None None +10 1922 0.32218900322914124 328.74908447265625 326.6547546386719 None None None +10 1923 0.3221510052680969 328.7202453613281 326.6261291503906 None None None +10 1924 0.3222633898258209 328.7758483886719 326.6810302734375 None None None +10 1925 0.3222897946834564 328.8118896484375 326.7168884277344 None None None +10 1926 0.32232025265693665 328.8204345703125 326.7252502441406 None None None +10 1927 0.3222593665122986 328.819091796875 326.72430419921875 None None None +10 1928 0.32221147418022156 328.819091796875 326.724609375 None None None +10 1929 0.32219070196151733 328.8691101074219 326.77471923828125 None None None +10 1930 0.32219183444976807 328.8646545410156 326.77032470703125 None None None +10 1931 0.32218867540359497 328.9272766113281 326.8329772949219 None None None +10 1932 0.3222144842147827 328.9415588378906 326.84710693359375 None None None +10 1933 0.322200745344162 328.92816162109375 326.8337707519531 None None None +10 1934 0.3221566081047058 328.910888671875 326.8168029785156 None None None +10 1935 0.3221246302127838 328.9239196777344 326.83001708984375 None None None +10 1936 0.32207831740379333 328.9324645996094 326.8388671875 None None None +10 1937 0.3220278322696686 328.8947448730469 326.8014221191406 None None None +10 1938 0.32199710607528687 328.879638671875 326.78656005859375 None None None +10 1939 0.32195040583610535 328.85699462890625 326.7641906738281 None None None +10 1940 0.3219034671783447 328.8653259277344 326.7728576660156 None None None +10 1941 0.32195067405700684 328.8809509277344 326.7881774902344 None None None +10 1942 0.3219170570373535 328.9100646972656 326.8174743652344 None None None +10 1943 0.3219217360019684 328.9128723144531 326.8202819824219 None None None +10 1944 0.32191038131713867 328.92596435546875 326.8334655761719 None None None +10 1945 0.3219238817691803 328.9012756347656 326.8086853027344 None None None +10 1946 0.3219585120677948 328.9109802246094 326.81817626953125 None None None +10 1947 0.3219042122364044 328.8900451660156 326.7975769042969 None None None +10 1948 0.3218230903148651 328.87225341796875 326.78033447265625 None None None +10 1949 0.3218724727630615 328.8345031738281 326.7422180175781 None None None +10 1950 0.3217964172363281 328.7931213378906 326.70135498046875 None None None +10 1951 0.3217860758304596 328.7975769042969 326.7059020996094 None None None +10 1952 0.3217732608318329 328.82464599609375 326.7330322265625 None None None +10 1953 0.3217768371105194 328.8016052246094 326.7099609375 None None None +10 1954 0.321709543466568 328.8027038574219 326.7115173339844 None None None +10 1955 0.3217219114303589 328.8427734375 326.75152587890625 None None None +10 1956 0.32169532775878906 328.846435546875 326.75537109375 None None None +10 1957 0.3216809630393982 328.8385314941406 326.74755859375 None None None +10 1958 0.3217102587223053 328.873291015625 326.7821350097656 None None None +10 1959 0.3216612935066223 328.9080810546875 326.8172302246094 None None None +10 1960 0.3218444287776947 328.909912109375 326.8178405761719 None None None +10 1961 0.32184869050979614 328.90948486328125 326.8173828125 None None None +10 1962 0.3218013644218445 328.88995361328125 326.7981262207031 None None None +10 1963 0.32176023721694946 328.8830871582031 326.7915344238281 None None None +10 1964 0.32176926732063293 328.86932373046875 326.7777099609375 None None None +10 1965 0.32173997163772583 328.8692932128906 326.7778625488281 None None None +10 1966 0.3217569589614868 328.868896484375 326.77734375 None None None +10 1967 0.32169973850250244 328.867919921875 326.7767333984375 None None None +10 1968 0.3216977119445801 328.8845520019531 326.79339599609375 None None None +10 1969 0.3217310309410095 328.9060363769531 326.81463623046875 None None None +10 1970 0.32172462344169617 328.9205017089844 326.82916259765625 None None None +10 1971 0.3217586874961853 328.8912658691406 326.7996520996094 None None None +10 1972 0.32176533341407776 328.8987731933594 326.8071594238281 None None None +10 1973 0.32176434993743896 328.9183654785156 326.8267517089844 None None None +10 1974 0.32175973057746887 328.9052734375 326.81365966796875 None None None +10 1975 0.3216955065727234 328.8966064453125 326.805419921875 None None None +10 1976 0.3216705322265625 328.9183349609375 326.8273010253906 None None None +10 1977 0.3216227889060974 328.9401550292969 326.84942626953125 None None None +10 1978 0.3215685784816742 328.9155578613281 326.8251647949219 None None None +10 1979 0.32152795791625977 328.89984130859375 326.8097229003906 None None None +10 1980 0.3214997351169586 328.8770446777344 326.787109375 None None None +10 1981 0.3214789628982544 328.89404296875 326.8042297363281 None None None +10 1982 0.32149171829223633 328.9048156738281 326.8149108886719 None None None +10 1983 0.3214814364910126 328.91546630859375 326.8256530761719 None None None +10 1984 0.32146215438842773 328.95318603515625 326.863525390625 None None None +10 1985 0.32153764367103577 328.9554138183594 326.8652038574219 None None None +10 1986 0.3214685022830963 328.9465026855469 326.85675048828125 None None None +10 1987 0.32145529985427856 328.93511962890625 326.845458984375 None None None +10 1988 0.3214651942253113 328.9499206542969 326.86016845703125 None None None +10 1989 0.3214587867259979 328.9284362792969 326.8387145996094 None None None +10 1990 0.32151147723197937 328.9384765625 326.84844970703125 None None None +10 1991 0.32146042585372925 328.9215393066406 326.8318176269531 None None None +10 1992 0.3214097023010254 328.9566650390625 326.8672790527344 None None None +10 1993 0.3215387165546417 328.9417419433594 326.85150146484375 None None None +10 1994 0.3215479850769043 328.93402099609375 326.8437194824219 None None None +10 1995 0.32159098982810974 328.9349670410156 326.8443908691406 None None None +10 1996 0.32161247730255127 328.9608154296875 326.8700866699219 None None None +10 1997 0.32162392139434814 328.9653625488281 326.8746032714844 None None None +10 1998 0.3216093182563782 328.9554748535156 326.86480712890625 None None None +10 1999 0.3216276168823242 329.0018310546875 326.9110412597656 None None None +10 2000 0.32162582874298096 329.000244140625 326.90948486328125 None None None +10 2001 0.32157662510871887 328.99664306640625 326.90618896484375 None None None +10 2002 0.3216548264026642 328.98724365234375 326.89630126953125 None None None +10 2003 0.3216855227947235 328.959228515625 326.8680725097656 None None None +10 2004 0.3216216266155243 328.97393798828125 326.8832092285156 None None None +10 2005 0.32159698009490967 328.97137451171875 326.88079833984375 None None None +10 2006 0.32157495617866516 328.950927734375 326.8605041503906 None None None +10 2007 0.3215664327144623 328.9275817871094 326.8371887207031 None None None +10 2008 0.3215436041355133 328.9184875488281 326.8282470703125 None None None +10 2009 0.32159996032714844 328.9212951660156 326.8306579589844 None None None +10 2010 0.32160741090774536 328.9129943847656 326.82232666015625 None None None +10 2011 0.3216198980808258 328.90643310546875 326.815673828125 None None None +10 2012 0.32157647609710693 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0.3099530339241028 327.3937072753906 325.3795166015625 None None None +11 1801 0.3099028468132019 327.39263916015625 325.3787536621094 None None None +11 1802 0.3099159300327301 327.3789367675781 325.36492919921875 None None None +11 1803 0.30995240807533264 327.3914794921875 325.37725830078125 None None None +11 1804 0.3099750578403473 327.4242248535156 325.4098205566406 None None None +11 1805 0.3099176287651062 327.3817138671875 325.3677062988281 None None None +11 1806 0.30985191464424133 327.3359069824219 325.3223571777344 None None None +11 1807 0.3099682629108429 327.3085021972656 325.2941589355469 None None None +11 1808 0.30998507142066956 327.3197326660156 325.3052978515625 None None None +11 1809 0.3100103437900543 327.33685302734375 325.322265625 None None None +11 1810 0.3100690245628357 327.322509765625 325.30755615234375 None None None +11 1811 0.3100548982620239 327.34375 325.328857421875 None None None +11 1812 0.3100292384624481 327.3627014160156 325.3479919433594 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None +11 1863 0.30985164642333984 327.1834411621094 325.1698913574219 None None None +11 1864 0.3097938299179077 327.19439697265625 325.1812438964844 None None None +11 1865 0.3097822964191437 327.1731872558594 325.16009521484375 None None None +11 1866 0.309761106967926 327.1500549316406 325.1371154785156 None None None +11 1867 0.3098677396774292 327.1631164550781 325.14947509765625 None None None +11 1868 0.30981722474098206 327.12249755859375 325.10919189453125 None None None +11 1869 0.3098129332065582 327.1205749511719 325.1072692871094 None None None +11 1870 0.3097899854183197 327.1001281738281 325.08697509765625 None None None +11 1871 0.30976974964141846 327.0586853027344 325.0456848144531 None None None +11 1872 0.309789776802063 327.0511779785156 325.0380554199219 None None None +11 1873 0.3097164034843445 327.0245056152344 325.0118408203125 None None None +11 1874 0.30971503257751465 327.0142822265625 325.00164794921875 None None None +11 1875 0.3097885549068451 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0.3100717067718506 327.36328125 325.34832763671875 None None None +11 1901 0.31009092926979065 327.39202880859375 325.376953125 None None None +11 1902 0.3100394606590271 327.3987121582031 325.3840026855469 None None None +11 1903 0.31004589796066284 327.4097900390625 325.3949890136719 None None None +11 1904 0.3100222945213318 327.393798828125 325.379150390625 None None None +11 1905 0.3100184500217438 327.3811340332031 325.3664855957031 None None None +11 1906 0.3099508583545685 327.35491943359375 325.3406982421875 None None None +11 1907 0.30995461344718933 327.3717041015625 325.3574523925781 None None None +11 1908 0.3099813759326935 327.376953125 325.3625183105469 None None None +11 1909 0.3098987936973572 327.3517761230469 325.337890625 None None None +11 1910 0.30994078516960144 327.33258056640625 325.3184509277344 None None None +11 1911 0.30991074442863464 327.3420104980469 325.3280944824219 None None None +11 1912 0.30988335609436035 327.29290771484375 325.27911376953125 None 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327.494140625 325.4803771972656 None None None +11 1976 0.309885174036026 327.5272216796875 325.5134582519531 None None None +11 1977 0.3098210096359253 327.4959411621094 325.48260498046875 None None None +11 1978 0.30988118052482605 327.4890441894531 325.47528076171875 None None None +11 1979 0.3099222481250763 327.484130859375 325.4700927734375 None None None +11 1980 0.30998799204826355 327.4698486328125 325.45538330078125 None None None +11 1981 0.30996760725975037 327.47869873046875 325.4643859863281 None None None +11 1982 0.3099215030670166 327.48681640625 325.4727783203125 None None None +11 1983 0.3098951280117035 327.46356201171875 325.4497375488281 None None None +11 1984 0.3099149465560913 327.428466796875 325.4145202636719 None None None +11 1985 0.30997321009635925 327.4776611328125 325.46331787109375 None None None +11 1986 0.3099376857280731 327.461669921875 325.44757080078125 None None None +11 1987 0.3099576234817505 327.4446105957031 325.4303894042969 None None None 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323.9984130859375 None None None +12 1903 0.3022333085536957 325.9429931640625 323.97882080078125 None None None +12 1904 0.3021872937679291 325.9210205078125 323.9571533203125 None None None +12 1905 0.30220097303390503 325.9214782714844 323.9574890136719 None None None +12 1906 0.30219513177871704 325.9140319824219 323.9501037597656 None None None +12 1907 0.302187979221344 325.910400390625 323.946533203125 None None None +12 1908 0.3021809756755829 325.9117736816406 323.94793701171875 None None None +12 1909 0.3021392226219177 325.9405517578125 323.9769592285156 None None None +12 1910 0.30211660265922546 325.9190673828125 323.95562744140625 None None None +12 1911 0.302141010761261 325.92694091796875 323.9633483886719 None None None +12 1912 0.3020915389060974 325.88922119140625 323.92596435546875 None None None +12 1913 0.30209460854530334 325.88897705078125 323.92572021484375 None None None +12 1914 0.3021218478679657 325.86962890625 323.90618896484375 None None None +12 1915 0.30208712816238403 325.8598327636719 323.8966369628906 None None None +12 1916 0.30209997296333313 325.86968994140625 323.9064025878906 None None None +12 1917 0.302217960357666 325.87445068359375 323.910400390625 None None None +12 1918 0.3022167682647705 325.90765380859375 323.9436340332031 None None None +12 1919 0.3022086024284363 325.8937683105469 323.9297790527344 None None None +12 1920 0.3021583557128906 325.86016845703125 323.8965148925781 None None None +12 1921 0.30210304260253906 325.8600158691406 323.896728515625 None None None +12 1922 0.3020772635936737 325.8619079589844 323.8988037109375 None None None +12 1923 0.3020676076412201 325.8640441894531 323.9010314941406 None None None +12 1924 0.30208730697631836 325.86480712890625 323.901611328125 None None None +12 1925 0.30204442143440247 325.84906005859375 323.88616943359375 None None None +12 1926 0.302103191614151 325.8358154296875 323.8725280761719 None None None +12 1927 0.3020472824573517 325.82208251953125 323.85919189453125 None None None +12 1928 0.3020353317260742 325.8144836425781 323.8516540527344 None None None +12 1929 0.30199575424194336 325.80133056640625 323.8387451171875 None None None +12 1930 0.30205175280570984 325.8360900878906 323.87310791015625 None None None +12 1931 0.3020614981651306 325.8453063964844 323.8822937011719 None None None +12 1932 0.3020831346511841 325.8650207519531 323.9018249511719 None None None +12 1933 0.30209168791770935 325.8899841308594 323.9267578125 None None None +12 1934 0.302051842212677 325.9171142578125 323.9541320800781 None None None +12 1935 0.3020535409450531 325.9162292480469 323.9532165527344 None None None +12 1936 0.30204930901527405 325.90728759765625 323.9443054199219 None None None +12 1937 0.3020721673965454 325.9539794921875 323.9908447265625 None None None +12 1938 0.3020922839641571 325.9439392089844 323.9806823730469 None None None +12 1939 0.30212345719337463 325.9703369140625 324.00689697265625 None None None +12 1940 0.3021577000617981 325.97894287109375 324.0152587890625 None None None +12 1941 0.3021131455898285 325.95068359375 323.9873046875 None None None +12 1942 0.3021649718284607 325.9591369628906 323.99542236328125 None None None +12 1943 0.3021303713321686 325.95391845703125 323.9904479980469 None None None +12 1944 0.302126407623291 325.9388732910156 323.9754638671875 None None None +12 1945 0.3021983802318573 325.9367370605469 323.97283935546875 None None None +12 1946 0.30219799280166626 325.9634094238281 323.9994812011719 None None None +12 1947 0.3022557497024536 325.974853515625 324.01055908203125 None None None +12 1948 0.30229347944259644 325.98779296875 324.02325439453125 None None None +12 1949 0.30223602056503296 325.9548034667969 323.9906311035156 None None None +12 1950 0.30218204855918884 325.9577331542969 323.99395751953125 None None None +12 1951 0.3021657168865204 325.9281921386719 323.9644775390625 None None None +12 1952 0.3021376132965088 325.9509582519531 323.98748779296875 None None None +12 1953 0.30217429995536804 325.97119140625 324.0074462890625 None None None +12 1954 0.3022010028362274 325.94775390625 323.9838562011719 None None None +12 1955 0.3021758794784546 325.9141845703125 323.9504089355469 None None None +12 1956 0.3021678030490875 325.91436767578125 323.9506530761719 None None None +12 1957 0.30213218927383423 325.9095458984375 323.9460144042969 None None None +12 1958 0.3022196590900421 325.9425048828125 323.9784240722656 None None None +12 1959 0.3021519184112549 325.9180603027344 323.9544372558594 None None None +12 1960 0.30216386914253235 325.9024353027344 323.9387512207031 None None None +12 1961 0.3021094501018524 325.87603759765625 323.9127197265625 None None None +12 1962 0.3021105229854584 325.8994445800781 323.93609619140625 None None None +12 1963 0.30204418301582336 325.9048767089844 323.94195556640625 None None None +12 1964 0.30199843645095825 325.9098205566406 323.94720458984375 None None None +12 1965 0.30193865299224854 325.8727111816406 323.9104919433594 None None None +12 1966 0.3019000291824341 325.8892517089844 323.9272766113281 None None None +12 1967 0.30186110734939575 325.88507080078125 323.92333984375 None None None +12 1968 0.30189281702041626 325.88836669921875 323.9264221191406 None None None +12 1969 0.3018874228000641 325.9031677246094 323.9412841796875 None None None +12 1970 0.3018442392349243 325.92095947265625 323.9593505859375 None None None +12 1971 0.30179959535598755 325.8910827636719 323.9297790527344 None None None +12 1972 0.3017364740371704 325.8793640136719 323.91845703125 None None None +12 1973 0.3018592894077301 325.87713623046875 323.9154052734375 None None None +12 1974 0.3018817603588104 325.8736572265625 323.91180419921875 None None None +12 1975 0.3018401861190796 325.84051513671875 323.8789367675781 None None None +12 1976 0.3017999529838562 325.8131408691406 323.8517761230469 None None None +12 1977 0.301835298538208 325.83892822265625 323.8773193359375 None None None +12 1978 0.3017766773700714 325.8223571777344 323.86114501953125 None None None +12 1979 0.3018184304237366 325.8399353027344 323.8784484863281 None None None +12 1980 0.30182597041130066 325.8594055175781 323.8979187011719 None None None +12 1981 0.3018486797809601 325.865966796875 323.9043273925781 None None None +12 1982 0.30186042189598083 325.84503173828125 323.88330078125 None None None +12 1983 0.30189236998558044 325.8562316894531 323.894287109375 None None None +12 1984 0.3018234074115753 325.852294921875 323.89080810546875 None None None +12 1985 0.30181002616882324 325.8680725097656 323.9066467285156 None None None +12 1986 0.30181097984313965 325.85626220703125 323.89483642578125 None None None +12 1987 0.30177342891693115 325.86102294921875 323.8998718261719 None None None +12 1988 0.30177390575408936 325.87530517578125 323.9141540527344 None None None +12 1989 0.3017221689224243 325.8524475097656 323.8916015625 None None None +12 1990 0.30170175433158875 325.84100341796875 323.88031005859375 None None None +12 1991 0.3017256259918213 325.79547119140625 323.8345947265625 None None None +12 1992 0.30174705386161804 325.8026428222656 323.8416442871094 None None None +12 1993 0.30175918340682983 325.8160400390625 323.85498046875 None None None +12 1994 0.3017157316207886 325.80706787109375 323.8463134765625 None None None +12 1995 0.30166736245155334 325.7879638671875 323.8274841308594 None None None +12 1996 0.30170658230781555 325.8017578125 323.8410339355469 None None None +12 1997 0.30166059732437134 325.8128662109375 323.8524475097656 None None None +12 1998 0.30162957310676575 325.7824401855469 323.8222351074219 None None None +12 1999 0.3015745282173157 325.7838134765625 323.8239440917969 None None None +12 2000 0.30156853795051575 325.7784118652344 323.818603515625 None None None +12 2001 0.30165237188339233 325.76812744140625 323.8077697753906 None None None +12 2002 0.3016495108604431 325.7356872558594 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0.3018483817577362 325.7941589355469 323.83245849609375 None None None +12 2016 0.3018208146095276 325.80877685546875 323.8472595214844 None None None +12 2017 0.30178624391555786 325.7716979980469 323.8104248046875 None None None +12 2018 0.3017512559890747 325.7269592285156 323.7658996582031 None None None +12 2019 0.30175262689590454 325.69952392578125 323.73846435546875 None None None +12 2020 0.3017215430736542 325.6873779296875 323.72650146484375 None None None +12 2021 0.301692396402359 325.65789794921875 323.69720458984375 None None None +12 2022 0.30167245864868164 325.6313781738281 323.6708068847656 None None None +12 2023 0.30164456367492676 325.6116027832031 323.6512451171875 None None None +12 2024 0.301614910364151 325.59033203125 323.63018798828125 None None None +12 2025 0.30164358019828796 325.59478759765625 323.63446044921875 None None None +12 2026 0.30159133672714233 325.6390075683594 323.67901611328125 None None None +12 2027 0.3016008138656616 325.6064147949219 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None +14 1908 0.27534782886505127 319.6803894042969 317.8910217285156 None None None +14 1909 0.27535462379455566 319.69232177734375 317.9029235839844 None None None +14 1910 0.2753315567970276 319.6854553222656 317.8962097167969 None None None +14 1911 0.27528101205825806 319.6825256347656 317.89361572265625 None None None +14 1912 0.27524083852767944 319.66217041015625 317.8735046386719 None None None +14 1913 0.2753070294857025 319.6396179199219 317.8504943847656 None None None +14 1914 0.2752886712551117 319.64068603515625 317.8516845703125 None None None +14 1915 0.2752813398838043 319.6603698730469 317.8714294433594 None None None +14 1916 0.2751973271369934 319.62548828125 317.8371276855469 None None None +14 1917 0.2752018868923187 319.6210021972656 317.8326110839844 None None None +14 1918 0.27525943517684937 319.618408203125 317.8296203613281 None None None +14 1919 0.2751985490322113 319.6319885253906 317.84356689453125 None None None +14 1920 0.27518677711486816 319.640869140625 317.8525390625 None None None +14 1921 0.2752363681793213 319.6883239746094 317.89971923828125 None None None +14 1922 0.2752871513366699 319.69268798828125 317.90374755859375 None None None +14 1923 0.27527573704719543 319.7037658691406 317.9148864746094 None None None +14 1924 0.2752370834350586 319.6850891113281 317.8964538574219 None None None +14 1925 0.275248259305954 319.6745910644531 317.8858947753906 None None None +14 1926 0.27530285716056824 319.6990661621094 317.9100036621094 None None None +14 1927 0.2755280137062073 319.73077392578125 317.9402770996094 None None None +14 1928 0.27547913789749146 319.71575927734375 317.925537109375 None None None +14 1929 0.2755260169506073 319.7160949707031 317.92559814453125 None None None +14 1930 0.2754770517349243 319.7337341308594 317.943603515625 None None None +14 1931 0.27549242973327637 319.7704772949219 317.980224609375 None None None +14 1932 0.2754495441913605 319.7456359863281 317.9556579589844 None None None 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317.9880676269531 None None None +14 1946 0.27551087737083435 319.7921447753906 318.00177001953125 None None None +14 1947 0.275509774684906 319.7903747558594 317.9999694824219 None None None +14 1948 0.275470107793808 319.8143005371094 318.0242004394531 None None None +14 1949 0.2754703760147095 319.8088073730469 318.0187072753906 None None None +14 1950 0.27564460039138794 319.805908203125 318.0146484375 None None None +14 1951 0.27566859126091003 319.7801513671875 317.9887390136719 None None None +14 1952 0.2756403982639313 319.7876892089844 317.9964599609375 None None None +14 1953 0.2756483852863312 319.801025390625 318.00970458984375 None None None +14 1954 0.27561113238334656 319.7784423828125 317.9873962402344 None None None +14 1955 0.27556538581848145 319.8014831542969 318.01068115234375 None None None +14 1956 0.27563953399658203 319.82220458984375 318.0309753417969 None None None +14 1957 0.27561184763908386 319.81689453125 318.02581787109375 None None None +14 1958 0.27564460039138794 319.82061767578125 318.0293273925781 None None None +14 1959 0.27569422125816345 319.84423828125 318.05267333984375 None None None +14 1960 0.2757173180580139 319.8469543457031 318.0552673339844 None None None +14 1961 0.27578163146972656 319.83306884765625 318.0409240722656 None None None +14 1962 0.27568385004997253 319.8426208496094 318.0511169433594 None None None +14 1963 0.27569809556007385 319.842529296875 318.0509033203125 None None None +14 1964 0.27566421031951904 319.83624267578125 318.0448303222656 None None None +14 1965 0.27567434310913086 319.82293701171875 318.0314636230469 None None None +14 1966 0.2757006883621216 319.82244873046875 318.03082275390625 None None None +14 1967 0.27580171823501587 319.8776550292969 318.0853576660156 None None None +14 1968 0.27585771679878235 319.8872375488281 318.0945739746094 None None None +14 1969 0.27583134174346924 319.9079284667969 318.11541748046875 None None None +14 1970 0.27582040429115295 319.8992614746094 318.1068420410156 None None None +14 1971 0.2758607268333435 319.9024353027344 318.1097106933594 None None None +14 1972 0.27584415674209595 319.91021728515625 318.1175842285156 None None None +14 1973 0.27586889266967773 319.9220886230469 318.1293029785156 None None None +14 1974 0.2758252024650574 319.9449462890625 318.1524353027344 None None None +14 1975 0.27579906582832336 319.9234313964844 318.1310729980469 None None None +14 1976 0.27579212188720703 319.90399169921875 318.11163330078125 None None None +14 1977 0.2758270502090454 319.91339111328125 318.12078857421875 None None None +14 1978 0.2758210599422455 319.89471435546875 318.1022033691406 None None None +14 1979 0.27581238746643066 319.9064025878906 318.11395263671875 None None None +14 1980 0.2758106291294098 319.9295959472656 318.1371765136719 None None None +14 1981 0.2757662236690521 319.96380615234375 318.171630859375 None None None +14 1982 0.27573275566101074 319.9291687011719 318.13726806640625 None None None +14 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318.0707702636719 None None None +14 1996 0.2757813632488251 319.8270568847656 318.0348815917969 None None None +14 1997 0.27578115463256836 319.85906982421875 318.0668640136719 None None None +14 1998 0.2757241725921631 319.8657531738281 318.073974609375 None None None +14 1999 0.27573394775390625 319.8611755371094 318.0693054199219 None None None +14 2000 0.2758588492870331 319.8627624511719 318.0700988769531 None None None +14 2001 0.27582666277885437 319.873779296875 318.081298828125 None None None +14 2002 0.27585044503211975 319.84722900390625 318.0545959472656 None None None +14 2003 0.27592578530311584 319.8553466796875 318.06219482421875 None None None +14 2004 0.27593690156936646 319.8774108886719 318.0841979980469 None None None +14 2005 0.2759537398815155 319.8742370605469 318.08087158203125 None None None +14 2006 0.2759546637535095 319.8760070800781 318.0826416015625 None None None +14 2007 0.27595412731170654 319.90911865234375 318.11578369140625 None None None +14 2008 0.27592673897743225 319.8918151855469 318.0986328125 None None None +14 2009 0.27593088150024414 319.8912048339844 318.0980529785156 None None None +14 2010 0.27591609954833984 319.91461181640625 318.1215515136719 None None None +14 2011 0.2759278118610382 319.9295349121094 318.13641357421875 None None None +14 2012 0.27590489387512207 319.91552734375 318.12255859375 None None None +14 2013 0.27596378326416016 319.9206237792969 318.1272277832031 None None None +14 2014 0.27595871686935425 319.917236328125 318.1238708496094 None None None +14 2015 0.27592363953590393 319.9469299316406 318.15380859375 None None None +14 2016 0.27591386437416077 319.9094543457031 318.1164245605469 None None None +14 2017 0.2759152352809906 319.9148254394531 318.12176513671875 None None None +14 2018 0.2759148180484772 319.9429626464844 318.1499328613281 None None None +14 2019 0.2759740948677063 319.95758056640625 318.1641540527344 None None None +14 2020 0.2760627269744873 319.9491271972656 318.1551208496094 None None None +14 2021 0.2760648727416992 319.9508972167969 318.1568908691406 None None None +14 2022 0.2760549783706665 319.9481506347656 318.1542053222656 None None None +14 2023 0.2761119604110718 319.9329528808594 318.13861083984375 None None None +14 2024 0.2761613726615906 319.9471740722656 318.15252685546875 None None None +14 2025 0.2761959731578827 319.9364929199219 318.1416320800781 None None None +14 2026 0.2762164771556854 319.9306640625 318.1356506347656 None None None +14 2027 0.27619147300720215 319.9158935546875 318.12103271484375 None None None +14 2028 0.2762058675289154 319.94384765625 318.14886474609375 None None None +14 2029 0.2762015461921692 319.93475341796875 318.13983154296875 None None None +14 2030 0.2762299180030823 319.92608642578125 318.1309814453125 None None None +14 2031 0.2762625217437744 319.9358825683594 318.1405944824219 None None None +14 2032 0.2762252390384674 319.9254455566406 318.13037109375 None None None +14 2033 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318.40167236328125 None None None +14 2371 0.2763857841491699 320.21112060546875 318.4149475097656 None None None +14 2372 0.27640771865844727 320.2141418457031 318.4178466796875 None None None +14 2373 0.27649185061454773 320.20550537109375 318.40869140625 None None None +14 2374 0.2764672338962555 320.21343994140625 318.4167785644531 None None None +14 2375 0.2765074372291565 320.2170715332031 318.42010498046875 None None None +14 2376 0.2764812409877777 320.21435546875 318.4175720214844 None None None +14 2377 0.2764999270439148 320.2159729003906 318.4190979003906 None None None +14 2378 0.27645063400268555 320.201416015625 318.4048767089844 None None None +14 2379 0.2764846384525299 320.2158203125 318.4190368652344 None None None +14 2380 0.27646464109420776 320.2085876464844 318.4119567871094 None None None +14 2381 0.2764475345611572 320.2326354980469 318.4361267089844 None None None +14 2382 0.27642887830734253 320.2192077636719 318.4228210449219 None None None +14 2383 0.27641335129737854 320.21234130859375 318.41607666015625 None None None +14 2384 0.2764172852039337 320.1995849609375 318.40325927734375 None None None +14 2385 0.2764172852039337 320.20465087890625 318.4083251953125 None None None +14 2386 0.27646076679229736 320.21514892578125 318.41851806640625 None None None +14 2387 0.27651938796043396 320.225341796875 318.4283447265625 None None None +14 2388 0.2764962315559387 320.2370300292969 318.440185546875 None None None +14 2389 0.27653437852859497 320.23272705078125 318.4356384277344 None None None +14 2390 0.2765085697174072 320.2371826171875 318.4402770996094 None None None +14 2391 0.27649539709091187 320.2486572265625 318.45184326171875 None None None +14 2392 0.27649179100990295 320.2442932128906 318.447509765625 None None None +14 2393 0.27655768394470215 320.2663269042969 318.4691162109375 None None None +14 2394 0.2765014171600342 320.2348937988281 318.4380187988281 None None None +14 2395 0.2764638662338257 320.2507629394531 318.45416259765625 None None None +14 2396 0.2764940559864044 320.2424621582031 318.4456787109375 None None None +14 2397 0.27654415369033813 320.2670593261719 318.4699401855469 None None None +14 2398 0.2765192985534668 320.2603454589844 318.46337890625 None None None +14 2399 0.2764982283115387 320.2640380859375 318.46722412109375 None None None +14 2400 0.27653491497039795 320.26141357421875 318.46435546875 None None None +14 2401 0.2765156030654907 320.24029541015625 318.443359375 None None None +14 2402 0.27650025486946106 320.2303466796875 318.4335021972656 None None None +14 2403 0.2765004336833954 320.2397155761719 318.44287109375 None None None +14 2404 0.276457279920578 320.2630920410156 318.466552734375 None None None +14 2405 0.2764493227005005 320.275390625 318.4788818359375 None None None +14 2406 0.27642661333084106 320.2859191894531 318.48956298828125 None None None +14 2407 0.27641457319259644 320.27532958984375 318.4790344238281 None None None +14 2408 0.2764093279838562 320.2536315917969 318.4573669433594 None None None +14 2409 0.27637916803359985 320.2691650390625 318.47308349609375 None None None +14 2410 0.2763798236846924 320.2491760253906 318.4530944824219 None None None +14 2411 0.2763647139072418 320.2667541503906 318.47076416015625 None None None +14 2412 0.2763543725013733 320.2953796386719 318.49945068359375 None None None +14 2413 0.27631545066833496 320.3267822265625 318.5310974121094 None None None +14 2414 0.27637121081352234 320.3277282714844 318.53167724609375 None None None +14 2415 0.2763757109642029 320.2972106933594 318.5011291503906 None None None +14 2416 0.27636954188346863 320.3016357421875 318.5055847167969 None None None +14 2417 0.27637168765068054 320.2959899902344 318.49993896484375 None None None +14 2418 0.27637767791748047 320.3028564453125 318.50677490234375 None None None +14 2419 0.2763229012489319 320.2966613769531 318.50091552734375 None None None +14 2420 0.27627891302108765 320.3006591796875 318.5052185058594 None None None +14 2421 0.2762363851070404 320.2815856933594 318.4864196777344 None None None +14 2422 0.27620795369148254 320.3103332519531 318.5153503417969 None None None +14 2423 0.2762010395526886 320.2947998046875 318.4998474121094 None None None +14 2424 0.2762044668197632 320.292236328125 318.49725341796875 None None None +14 2425 0.2762322425842285 320.2820129394531 318.4868469238281 None None None +14 2426 0.27628862857818604 320.2895202636719 318.4939880371094 None None None +14 2427 0.2762444019317627 320.2851867675781 318.4899597167969 None None None +14 2428 0.2762056291103363 320.30499267578125 318.510009765625 None None None diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9582570d2e3c90c1972e48922697afffedb4356 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:39:25.936404: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:28.658071: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:28.662413: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:39:29.217103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-16 23:39:29.217210: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:29.245990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:29.246158: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:29.257061: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:29.262129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:29.279488: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:29.284164: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:29.285185: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:29.313660: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:29.314016: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:39:29.314959: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:29.341431: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-16 23:39:29.341467: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:29.341492: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:29.341511: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:29.341528: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:29.341544: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:29.341560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:29.341576: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:29.341592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:29.369947: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:29.372004: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:32.503194: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:39:32.503290: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:39:32.503305: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:39:32.509983: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0) +2023-07-16 23:39:33.747594: 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.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..3feeb5e7d2e0e6d7209525375b4e04cbe8ebf927 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/bias_model_scaled diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet.params.json b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..dd5d1b34bc25e7cb926d85c9489887ef98becc56 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "6.5", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_data_params.tsv b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..37ae5edfbfa612040f5fb27b00775c75166d576a --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 5.0 +counts_sum_max_thresh 2962.0 +trainings_pts_post_thresh 168301 diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf745763a6572e30fafea7547592743e4616dd9f --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 13:04:14.100132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.137618: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.141107: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 13:04:17.731298: 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 +2023-07-17 13:04:17.731386: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.754170: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.754267: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.766416: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.772027: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.792271: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.797469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.798600: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.842636: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.843426: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 13:04:17.844686: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.866462: 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 +2023-07-17 13:04:17.866588: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.866645: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:17.866669: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:17.866690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:17.866709: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:17.866728: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:17.866746: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:17.866766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:17.915856: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:17.918146: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:20.871610: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 13:04:20.871735: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 13:04:20.871750: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 13:04:20.878290: 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) +2023-07-17 13:04:23.960508: 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.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..70030874967b61a9910b29f7c9cdb034e41b9ce7 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/chrombpnet diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_model_params.tsv b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..47aff495dc62e3fbac32138f1d6b14bbd52d0df3 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 6.5 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..b33b9926b5f6fc791464748d58a7dab894ee724c --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..b33b9926b5f6fc791464748d58a7dab894ee724c --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.epoch_loss.csv b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..a89291a2f67ca6758c3332ca2a2de4402b1534fd --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.epoch_loss.csv @@ -0,0 +1,16 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.31287682056427,374.6707458496094,383.20440673828125,0.591629683971405,374.8368835449219,378.68267822265625 +1,0.5491062998771667,356.8939208984375,360.46246337890625,0.49974894523620605,370.347412109375,373.5956726074219 +2,0.49150145053863525,350.6511535644531,353.84613037109375,0.48386916518211365,366.0254211425781,369.1705627441406 +3,0.45236825942993164,346.3922119140625,349.3330383300781,0.505387544631958,361.481201171875,364.7662048339844 +4,0.4331500232219696,343.8963928222656,346.7122802734375,0.5102315545082092,364.28509521484375,367.6019287109375 +5,0.4165741503238678,341.1933288574219,343.9002685546875,0.41314777731895447,361.87896728515625,364.56427001953125 +6,0.40075168013572693,339.3545837402344,341.9588928222656,0.4128565788269043,363.9365234375,366.6202087402344 +7,0.391901433467865,337.8742980957031,340.4215087890625,0.4050789475440979,364.48956298828125,367.12298583984375 +8,0.3750712275505066,336.0541687011719,338.4919738769531,0.4073827564716339,363.5384521484375,366.18621826171875 +9,0.3353339433670044,330.9864196777344,333.16619873046875,0.3813110888004303,360.50390625,362.9825134277344 +10,0.32117536664009094,327.3202819824219,329.408203125,0.43432560563087463,362.844970703125,365.6683044433594 +11,0.3104853630065918,325.1664123535156,327.18389892578125,0.38253694772720337,361.0408630371094,363.52740478515625 +12,0.30152222514152527,323.5270080566406,325.4862365722656,0.39145803451538086,361.0224609375,363.5667724609375 +13,0.2817658483982086,320.22686767578125,322.0584716796875,0.3861454129219055,362.0644836425781,364.57470703125 +14,0.2762056291103363,318.510009765625,320.30499267578125,0.38735055923461914,363.4296569824219,365.947509765625 diff --git a/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stderr.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f6de4a8b036002021f87ac4c319e4b9371eea3 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stderr.txt @@ -0,0 +1,328 @@ +2022-10-07 01:02:47.058530: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:01.345136: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:08:01.347274: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:08:01.526084: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:08:01.526209: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:01.860713: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:01.860966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:01.907321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:08:01.950440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:08:02.053395: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:08:02.078818: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:08:02.084458: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:02.090578: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:08:02.091053: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:08:02.091165: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:08:02.092844: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:08:02.092899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:02.092932: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:02.092958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:02.092983: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:08:02.093008: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:08:02.093033: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:08:02.093057: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:08:02.093081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:02.096250: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:08:02.097821: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:05.031183: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:08:05.031315: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:08:05.031328: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:08:05.038399: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +2022-10-07 01:08:06.363915: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:08:06.372807: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 01:08:06.554482: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:09.268410: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:09.276964: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:45.878695: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:47.561391: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:08:47.562307: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:08:47.661190: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:08:47.661309: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:47.663513: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:47.663595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:47.664610: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:08:47.664828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:08:47.667077: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:08:47.667592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:08:47.667723: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:47.669429: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:08:47.669743: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:08:47.669835: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:08:47.670663: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:08:47.670715: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:47.670734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:08:47.670750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:08:47.670764: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:08:47.670778: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:08:47.670799: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:08:47.670815: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:08:47.670830: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:08:47.672384: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:08:47.672416: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:08:48.180023: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:08:48.180150: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:08:48.180163: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:08:48.182976: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +2022-10-07 01:13:50.962224: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:13:50.962735: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 01:13:52.395753: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:13:52.904252: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:13:52.920525: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:13:56.054632: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-07 02:52:28.361100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:30.979033: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:52:30.979963: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:52:31.125245: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 02:52:31.125368: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:31.127674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:52:31.127728: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:52:31.128757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:52:31.128954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:52:31.131256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:52:31.131760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:52:31.131898: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:52:31.135132: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:52:31.135459: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:52:31.135536: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:52:31.137141: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 02:52:31.137164: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:31.137181: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:52:31.137197: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:52:31.137211: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:52:31.137225: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:52:31.137239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:52:31.137252: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:52:31.137266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:52:31.140374: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:52:31.140405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:52:31.660729: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:52:31.660862: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:52:31.660875: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:52:31.664220: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +2022-10-07 02:53:53.820496: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 02:53:53.824101: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 02:53:53.909290: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:53:54.361751: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:53:54.363965: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 02:56:18.872215: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:56:21.226149: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:56:21.227104: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:56:21.325721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 02:56:21.325847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:56:21.328122: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:56:21.328171: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:56:21.329172: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:56:21.329356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:56:21.331651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:56:21.332161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:56:21.332289: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:56:21.333984: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:56:21.334304: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:56:21.334413: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:56:21.335256: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 02:56:21.335279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:56:21.335296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:56:21.335311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:56:21.335326: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:56:21.335340: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:56:21.335354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:56:21.335368: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:56:21.335381: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:56:21.336937: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:56:21.336967: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:56:21.828389: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:56:21.828520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:56:21.828532: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:56:21.831282: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 02:57:32.871973: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 02:57:32.874459: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 02:57:32.931864: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:57:33.385992: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:57:33.387630: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 02:59:48.279990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:50.666554: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:59:50.667504: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 02:59:50.765934: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 02:59:50.766057: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:50.768341: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:59:50.768396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:59:50.769403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:59:50.769595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:59:50.771904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:59:50.772405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:59:50.772543: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:59:50.774262: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:59:50.774586: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 02:59:50.774662: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 02:59:50.775520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 02:59:50.775544: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:50.775563: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 02:59:50.775580: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 02:59:50.775623: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 02:59:50.775641: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 02:59:50.775656: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 02:59:50.775672: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 02:59:50.775687: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 02:59:50.777281: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 02:59:50.777311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 02:59:51.268569: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 02:59:51.268692: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 02:59:51.268704: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 02:59:51.272065: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +2022-10-07 03:01:02.215230: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:01:02.217049: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 03:01:02.254310: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:01:02.703766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:01:02.705469: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 03:02:13.472721: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:02:14.632278: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:02:14.633168: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:02:14.731477: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:02:14.731605: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:02:14.733852: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:02:14.733904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:02:14.734904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:02:14.735090: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:02:14.737384: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:02:14.737895: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:02:14.738039: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:02:14.739708: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:02:14.740044: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:02:14.740124: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:02:14.740953: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:02:14.740980: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:02:14.740997: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:02:14.741012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:02:14.741026: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:02:14.741040: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:02:14.741054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:02:14.741068: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:02:14.741082: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:02:14.742629: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:02:14.742662: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:02:15.232520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:02:15.232675: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:02:15.232688: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:02:15.235428: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 03:02:30.196338: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:02:30.196929: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 03:02:30.393857: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:02:30.897722: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:02:30.899646: 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/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_3//footprints’: File exists +2022-10-07 03:04:20.229494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:04:21.373583: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:04:21.374457: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:04:21.474496: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:04:21.474619: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:04:21.476872: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:04:21.476924: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:04:21.477925: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:04:21.478113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:04:21.480403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:04:21.480912: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:04:21.481046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:04:21.482715: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:04:21.483047: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:04:21.483125: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:04:21.483949: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:81:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:04:21.484003: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:04:21.484021: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:04:21.484036: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:04:21.484051: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:04:21.484065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:04:21.484079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:04:21.484093: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:04:21.484107: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:04:21.485667: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:04:21.485703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:04:21.977973: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:04:21.978090: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:04:21.978103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:04:21.981407: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:81:00.0, compute capability: 8.0) +2022-10-07 03:04:34.108768: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:04:34.109366: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499890000 Hz +2022-10-07 03:04:34.248854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:04:34.752812: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:04:34.754668: 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.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stdout.txt b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..76a34307f5e3dbe63591571cbff39da366af8513 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR541PUY/logfile.modelling.fold_3.ENCSR541PUY.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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a/fold_3/model.chrombpnet.fold_3.ENCSR541PUY.tar b/fold_3/model.chrombpnet.fold_3.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..71c3ba57ffbd3af7caa114a4d23c9e22818161f6 --- /dev/null +++ b/fold_3/model.chrombpnet.fold_3.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5e52e3987700b57212632f7b55967cf47a5764cf11292b8d47eeb72892c645d +size 27607040 diff --git a/fold_3/model.chrombpnet_nobias.fold_3.ENCSR541PUY.h5 b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR541PUY.h5 new file mode 100644 index 0000000000000000000000000000000000000000..2d7b26f4c4b355617b469bcfa85c47112c960a55 --- /dev/null +++ b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR541PUY.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d69255fd19deb0d3068dc17b46e04fad8886fc23c77f16f63e586e141d7e05b +size 25583536 diff --git a/fold_3/model.chrombpnet_nobias.fold_3.ENCSR541PUY.tar b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR541PUY.tar new file mode 100644 index 0000000000000000000000000000000000000000..80aa4058752b020894d2ed2fb3ce9b986c027bf5 --- /dev/null +++ b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR541PUY.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22067c5e2ef4a1397bd155ae506fea170a12776d676a1b3ae4a66bc18df91712 +size 26081280 diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.args.json b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.args.json new file mode 100644 index 0000000000000000000000000000000000000000..b04fe815ce294cf5664724a4d49488035ded1da4 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.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//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.batch_loss.tsv b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..37d4cd03a6b9045f7eaa762507030d0fcfc1bbfc --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.batch_loss.tsv @@ -0,0 +1,49381 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.877739906311035 559.4617919921875 541.33203125 None None None +0 1 2.2746191024780273 469.6630859375 455.3329772949219 None None None +0 2 2.118131160736084 466.9947509765625 453.6505126953125 None None None +0 3 1.7540087699890137 432.79180908203125 421.7415466308594 None None None +0 4 77.76911926269531 949.5333862304688 459.5879821777344 None None None +0 5 65.09249114990234 868.3373413085938 458.2547302246094 None None None +0 6 55.95900344848633 789.5182495117188 436.97662353515625 None None None +0 7 49.15290451049805 740.88623046875 431.22296142578125 None None None +0 8 43.93081283569336 713.2930908203125 436.52899169921875 None None None +0 9 39.77724838256836 696.5032348632812 445.9065856933594 None None None +0 10 36.32088851928711 670.41162109375 441.5900573730469 None None None +0 11 33.45808410644531 651.8209838867188 441.0350341796875 None None None +0 12 31.03965950012207 637.7860107421875 442.2361145019531 None None None +0 13 28.97320556640625 628.8158569335938 446.2846374511719 None None None +0 14 27.12098503112793 609.1612548828125 438.29901123046875 None None None +0 15 25.530729293823242 597.2578735351562 436.41424560546875 None None None +0 16 24.133424758911133 589.068359375 437.0277404785156 None None None +0 17 22.891101837158203 579.444091796875 435.2301330566406 None None None +0 18 21.759008407592773 568.3134155273438 431.2316589355469 None None None +0 19 20.760530471801758 561.409423828125 430.6180725097656 None None None +0 20 19.82863998413086 550.4506225585938 425.5301818847656 None None None +0 21 18.99296760559082 541.549072265625 421.8933410644531 None None None +0 22 18.23541831970215 535.2728881835938 420.3897399902344 None None None +0 23 17.529752731323242 527.1787719726562 416.7413024902344 None None None +0 24 16.901628494262695 523.2372436523438 416.7569274902344 None None None +0 25 16.314533233642578 519.2813720703125 416.49981689453125 None None None +0 26 15.76605224609375 514.1819458007812 414.8558044433594 None None None +0 27 15.228869438171387 504.9809875488281 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358.1116943359375 None None None +0 1926 1.3729217052459717 366.72955322265625 358.07965087890625 None None None +0 1927 1.3725275993347168 366.6756286621094 358.0281677246094 None None None +0 1928 1.372252345085144 366.676025390625 358.0303039550781 None None None +0 1929 1.3717609643936157 366.638427734375 357.9958190917969 None None None +0 1930 1.37138831615448 366.61517333984375 357.97491455078125 None None None +0 1931 1.37094247341156 366.58203125 357.94451904296875 None None None +0 1932 1.3703618049621582 366.5203857421875 357.8865661621094 None None None +0 1933 1.3699853420257568 366.53021240234375 357.8987731933594 None None None +0 1934 1.3695183992385864 366.5051574707031 357.8766784667969 None None None +0 1935 1.3691591024398804 366.51708984375 357.890869140625 None None None +0 1936 1.3688640594482422 366.5168151855469 357.8924255371094 None None None +0 1937 1.3685873746871948 366.4986267089844 357.8759765625 None None None +0 1938 1.3682793378829956 366.49603271484375 357.87530517578125 None None None +0 1939 1.3679052591323853 366.4625549316406 357.8442077636719 None None None +0 1940 1.3675451278686523 366.40985107421875 357.79376220703125 None None None +0 1941 1.3671774864196777 366.4494934082031 357.8357238769531 None None None +0 1942 1.3667831420898438 366.4642028808594 357.8528747558594 None None None +0 1943 1.3665711879730225 366.4815368652344 357.8715515136719 None None None +0 1944 1.3662424087524414 366.4775390625 357.8696594238281 None None None +0 1945 1.365923523902893 366.50299072265625 357.8971252441406 None None None +0 1946 1.3654921054840088 366.4923400878906 357.8891906738281 None None None +0 1947 1.3650513887405396 366.4978942871094 357.89752197265625 None None None +0 1948 1.3646856546401978 366.4996643066406 357.9015808105469 None None None +0 1949 1.3642221689224243 366.4787292480469 357.8835754394531 None None None +0 1950 1.3639007806777954 366.51580810546875 357.9226989746094 None None None +0 1951 1.3634943962097168 366.4874572753906 357.8968811035156 None None None +0 1952 1.3631395101547241 366.49652099609375 357.908203125 None None None +0 1953 1.3629041910171509 366.4897155761719 357.90289306640625 None None None +0 1954 1.3626141548156738 366.49786376953125 357.9128723144531 None None None +0 1955 1.3621999025344849 366.4631652832031 357.8807678222656 None None None +0 1956 1.3619446754455566 366.4961242675781 357.91534423828125 None None None +0 1957 1.3615763187408447 366.5086669921875 357.93023681640625 None None None +0 1958 1.361178994178772 366.4801330566406 357.9042053222656 None None None +0 1959 1.3608707189559937 366.5508728027344 357.9768371582031 None None None +0 1960 1.3605774641036987 366.55975341796875 357.98760986328125 None None None +0 1961 1.3602687120437622 366.53948974609375 357.9692687988281 None None None +0 1962 1.359963059425354 366.4981689453125 357.92987060546875 None None None +0 1963 1.3596899509429932 366.5074157714844 357.9408264160156 None None None +0 1964 1.3592875003814697 366.5199890136719 357.9559326171875 None None None +0 1965 1.3589996099472046 366.54071044921875 357.9784851074219 None None None +0 1966 1.3585734367370605 366.5076904296875 357.9480895996094 None None None +0 1967 1.3583487272262573 366.52191162109375 357.9637451171875 None None None +0 1968 1.358176827430725 366.5442810058594 357.9872131347656 None None None +0 1969 1.3577368259429932 366.517578125 357.9632568359375 None None None +0 1970 1.3572635650634766 366.4996337890625 357.94830322265625 None None None +0 1971 1.356793999671936 366.4773864746094 357.92901611328125 None None None +0 1972 1.356353998184204 366.45904541015625 357.9134216308594 None None None +0 1973 1.355858325958252 366.4605712890625 357.9180908203125 None None None +0 1974 1.355470895767212 366.4669494628906 357.9268798828125 None None None +0 1975 1.3550529479980469 366.45892333984375 357.9215087890625 None None None +0 1976 1.354637622833252 366.4563293457031 357.9215393066406 None None None +0 1977 1.3542360067367554 366.4638671875 357.93157958984375 None None None +0 1978 1.3538628816604614 366.45648193359375 357.9265441894531 None None None +0 1979 1.3534420728683472 366.4398498535156 357.9125671386719 None None None +0 1980 1.3529651165008545 366.4226379394531 357.8983459472656 None None None +0 1981 1.3527367115020752 366.47906494140625 357.9562072753906 None None None +0 1982 1.3523167371749878 366.48199462890625 357.9617614746094 None None None +0 1983 1.3518164157867432 366.4161071777344 357.8990173339844 None None None +0 1984 1.3514384031295776 366.4181823730469 357.90350341796875 None None None +0 1985 1.3510403633117676 366.41552734375 357.9033203125 None None None +0 1986 1.3507417440414429 366.4507141113281 357.9403991699219 None None None +0 1987 1.3502572774887085 366.4033508300781 357.8960876464844 None None None +0 1988 1.349841833114624 366.3960266113281 357.8913879394531 None None None +0 1989 1.3494213819503784 366.3619384765625 357.85992431640625 None None None +0 1990 1.349155306816101 366.3616638183594 357.8613586425781 None None None +0 1991 1.3487122058868408 366.3196105957031 357.8221130371094 None None None +0 1992 1.3483786582946777 366.30560302734375 357.8102111816406 None None None +0 1993 1.348057746887207 366.3114929199219 357.8180847167969 None None None +0 1994 1.347670078277588 366.3008728027344 357.8099365234375 None None None +0 1995 1.3473776578903198 366.27716064453125 357.78802490234375 None None None +0 1996 1.3470522165298462 366.2574462890625 357.7703857421875 None None None +0 1997 1.3468166589736938 366.26904296875 357.7834777832031 None None None +0 1998 1.3463813066482544 366.2398681640625 357.7570495605469 None None None +0 1999 1.3458808660507202 366.1905212402344 357.71087646484375 None None None +0 2000 1.3455067873001099 366.1926574707031 357.7153625488281 None None None +0 2001 1.3451052904129028 366.2041931152344 357.7294006347656 None None None +0 2002 1.344836950302124 366.2312316894531 357.75811767578125 None None None +0 2003 1.3444541692733765 366.2324523925781 357.7617492675781 None None None +0 2004 1.3442237377166748 366.21258544921875 357.74334716796875 None None None +0 2005 1.3439977169036865 366.2096252441406 357.7418212890625 None None None +0 2006 1.3437144756317139 366.200439453125 357.7344055175781 None None None +0 2007 1.343477487564087 366.23004150390625 357.7654724121094 None None None +0 2008 1.3431694507598877 366.22607421875 357.7634582519531 None None None +0 2009 1.3429293632507324 366.2497253417969 357.7886047363281 None None None +0 2010 1.3428184986114502 366.29632568359375 357.8359069824219 None None None +0 2011 1.3425604104995728 366.2893981933594 357.83062744140625 None None None +0 2012 1.34217369556427 366.2512512207031 357.794921875 None None None +0 2013 1.3419320583343506 366.28302001953125 357.8282165527344 None None None +0 2014 1.3417179584503174 366.2693786621094 357.81591796875 None None None 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343.4147033691406 340.1308898925781 None None None +1 1951 0.5211465358734131 343.383056640625 340.0997314453125 None None None +1 1952 0.5211313962936401 343.3747863769531 340.091552734375 None None None +1 1953 0.5209934115409851 343.3470153808594 340.06463623046875 None None None +1 1954 0.521134614944458 343.3709716796875 340.08770751953125 None None None +1 1955 0.5215420722961426 343.35174560546875 340.06591796875 None None None +1 1956 0.5216655731201172 343.35052490234375 340.0639343261719 None None None +1 1957 0.5217831134796143 343.3463439941406 340.0589904785156 None None None +1 1958 0.5217688083648682 343.3711853027344 340.0838928222656 None None None +1 1959 0.5219082832336426 343.3874816894531 340.09930419921875 None None None +1 1960 0.5218796133995056 343.39923095703125 340.1112365722656 None None None +1 1961 0.5218075513839722 343.36456298828125 340.0770263671875 None None None +1 1962 0.5217704176902771 343.3321838378906 340.044921875 None None None +1 1963 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335.2176513671875 None None None +2 1885 0.4560769200325012 338.0721130371094 335.19866943359375 None None None +2 1886 0.45631539821624756 338.09967041015625 335.2247314453125 None None None +2 1887 0.4563049077987671 338.092529296875 335.2176818847656 None None None +2 1888 0.45635226368904114 338.09393310546875 335.21875 None None None +2 1889 0.45645037293434143 338.1178894042969 335.2420959472656 None None None +2 1890 0.45658889412879944 338.16162109375 335.284912109375 None None None +2 1891 0.45675843954086304 338.1585998535156 335.2807922363281 None None None +2 1892 0.4567314088344574 338.1524963378906 335.2748718261719 None None None +2 1893 0.4567923843860626 338.1191101074219 335.2411193847656 None None None +2 1894 0.4568324387073517 338.10986328125 335.23162841796875 None None None +2 1895 0.4568624794483185 338.12078857421875 335.2423400878906 None None None +2 1896 0.45690760016441345 338.0727844238281 335.19403076171875 None None None +2 1897 0.45696645975112915 338.0917053222656 335.2126159667969 None None None +2 1898 0.4569275677204132 338.0907287597656 335.21185302734375 None None None +2 1899 0.45693933963775635 338.08953857421875 335.2105712890625 None None None +2 1900 0.45701587200164795 338.07489013671875 335.1954345703125 None None None +2 1901 0.45713645219802856 338.06695556640625 335.1867370605469 None None None +2 1902 0.4571394622325897 338.0497741699219 335.1695251464844 None None None +2 1903 0.45706114172935486 338.0273132324219 335.1475830078125 None None None +2 1904 0.45703011751174927 338.05670166015625 335.1771545410156 None None None +2 1905 0.45697155594825745 338.03326416015625 335.1540832519531 None None None +2 1906 0.4568990468978882 338.0561828613281 335.1774597167969 None None None +2 1907 0.45695197582244873 338.0853576660156 335.206298828125 None None None +2 1908 0.4569456875324249 338.1014709472656 335.2224426269531 None None None +2 1909 0.45697838068008423 338.08868408203125 335.2094421386719 None None None 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335.2206726074219 None None None +2 1923 0.4574522376060486 338.09063720703125 335.2083435058594 None None None +2 1924 0.4574441611766815 338.0783996582031 335.1961669921875 None None None +2 1925 0.4574965238571167 338.1076965332031 335.2251281738281 None None None +2 1926 0.4574415683746338 338.135986328125 335.2537536621094 None None None +2 1927 0.45736566185951233 338.149169921875 335.2674255371094 None None None +2 1928 0.4572763741016388 338.1148986816406 335.2337341308594 None None None +2 1929 0.4572196304798126 338.1140441894531 335.23321533203125 None None None +2 1930 0.45712265372276306 338.08807373046875 335.2078552246094 None None None +2 1931 0.4570433497428894 338.06097412109375 335.1812438964844 None None None +2 1932 0.45709308981895447 338.0201416015625 335.14013671875 None None None +2 1933 0.4570555090904236 338.0155029296875 335.1357421875 None None None +2 1934 0.4571051001548767 338.0202331542969 335.1401672363281 None None None +2 1935 0.4571076035499573 338.019775390625 335.13970947265625 None None None +2 1936 0.4571574926376343 338.0379943847656 335.15765380859375 None None None +2 1937 0.4571189880371094 338.02374267578125 335.14361572265625 None None None +2 1938 0.4571436643600464 338.03057861328125 335.1502990722656 None None None +2 1939 0.45710650086402893 337.9754638671875 335.0954284667969 None None None +2 1940 0.45713669061660767 337.96337890625 335.0831298828125 None None None +2 1941 0.45705676078796387 337.93463134765625 335.0549011230469 None None None +2 1942 0.4571233093738556 337.93115234375 335.05096435546875 None None None +2 1943 0.45706290006637573 337.900146484375 335.02032470703125 None None None +2 1944 0.4570375382900238 337.90118408203125 335.02154541015625 None None None +2 1945 0.4571617543697357 337.8776550292969 334.9972229003906 None None None +2 1946 0.45718666911125183 337.8822021484375 335.00164794921875 None None None +2 1947 0.4573468267917633 337.8739013671875 334.9923095703125 None None None +2 1948 0.4574304521083832 337.8827209472656 335.0005798339844 None None None +2 1949 0.45747897028923035 337.8745422363281 334.9920654296875 None None None +2 1950 0.4574664831161499 337.86627197265625 334.9839172363281 None None None +2 1951 0.4574716091156006 337.8243408203125 334.94195556640625 None None None +2 1952 0.45743870735168457 337.8209228515625 334.938720703125 None None None +2 1953 0.45734429359436035 337.8030090332031 334.92138671875 None None None +2 1954 0.4572778046131134 337.805419921875 334.9242248535156 None None None +2 1955 0.45727652311325073 337.7782287597656 334.89703369140625 None None None +2 1956 0.4571703374385834 337.77117919921875 334.89068603515625 None None None +2 1957 0.45715275406837463 337.7526550292969 334.8722839355469 None None None +2 1958 0.4571551978588104 337.7521057128906 334.8717346191406 None None None +2 1959 0.4571000933647156 337.7288513183594 334.84881591796875 None None None +2 1960 0.457183837890625 337.7024841308594 334.8219299316406 None None None +2 1961 0.45724722743034363 337.7000732421875 334.81915283203125 None None None +2 1962 0.45720934867858887 337.6971435546875 334.81646728515625 None None None +2 1963 0.4571757912635803 337.6690368652344 334.7886047363281 None None None +2 1964 0.45709770917892456 337.6375732421875 334.7575988769531 None None None +2 1965 0.4570194184780121 337.6463623046875 334.76690673828125 None None None +2 1966 0.4571612477302551 337.683349609375 334.8029479980469 None None None +2 1967 0.45711636543273926 337.6716003417969 334.79150390625 None None None +2 1968 0.45709165930747986 337.67498779296875 334.7950439453125 None None None +2 1969 0.45710158348083496 337.6640319824219 334.7840270996094 None None None +2 1970 0.4570563733577728 337.65625 334.7765197753906 None None None +2 1971 0.45706987380981445 337.64813232421875 334.7683410644531 None None None +2 1972 0.4569641947746277 337.6418151855469 334.7626953125 None None None +2 1973 0.45693251490592957 337.64068603515625 334.7617492675781 None None None +2 1974 0.4568815231323242 337.6815490722656 334.8029479980469 None None None +2 1975 0.45682790875434875 337.6523742675781 334.77410888671875 None None None +2 1976 0.45677825808525085 337.6391906738281 334.7612609863281 None None None +2 1977 0.4567079544067383 337.6289978027344 334.75152587890625 None None None +2 1978 0.4566321074962616 337.62738037109375 334.7503662109375 None None None +2 1979 0.45657846331596375 337.611083984375 334.734375 None None None +2 1980 0.4565853178501129 337.61151123046875 334.73480224609375 None None None +2 1981 0.4565296173095703 337.57843017578125 334.7020568847656 None None None +2 1982 0.4564674198627472 337.5760803222656 334.7001037597656 None None None +2 1983 0.4564698338508606 337.5808410644531 334.7048034667969 None None None +2 1984 0.45643067359924316 337.5762939453125 334.7005310058594 None None None +2 1985 0.45648592710494995 337.5892028808594 334.71307373046875 None None None +2 1986 0.4564959406852722 337.5736999511719 334.697509765625 None None None +2 1987 0.4564450681209564 337.5674133300781 334.69158935546875 None None None +2 1988 0.45635539293289185 337.53387451171875 334.6585998535156 None None None +2 1989 0.4564012289047241 337.5151672363281 334.63958740234375 None None None +2 1990 0.456371009349823 337.5376892089844 334.66229248046875 None None None +2 1991 0.45651379227638245 337.6033020019531 334.7270202636719 None None None +2 1992 0.45663195848464966 337.6446838378906 334.7676696777344 None None None +2 1993 0.45665138959884644 337.6687316894531 334.7915954589844 None None None +2 1994 0.45671963691711426 337.6786804199219 334.80108642578125 None None None +2 1995 0.456924706697464 337.72772216796875 334.8488464355469 None None None +2 1996 0.45700085163116455 337.7419738769531 334.862548828125 None None None +2 1997 0.4570760428905487 337.7285461425781 334.8486633300781 None None None +2 1998 0.45699459314346313 337.6958312988281 334.8164978027344 None None None +2 1999 0.45711004734039307 337.6987609863281 334.8186950683594 None None None +2 2000 0.45727264881134033 337.72119140625 334.840087890625 None None None +2 2001 0.45740842819213867 337.732666015625 334.8507080078125 None None None +2 2002 0.45743682980537415 337.71673583984375 334.8345947265625 None None None +2 2003 0.45748740434646606 337.6996154785156 334.817138671875 None None None +2 2004 0.45784100890159607 337.7452087402344 334.86053466796875 None None None +2 2005 0.4579187035560608 337.74151611328125 334.8563537597656 None None None +2 2006 0.45799025893211365 337.7208557128906 334.8352355957031 None None None +2 2007 0.457901269197464 337.70526123046875 334.8202209472656 None None None +2 2008 0.4578344523906708 337.6861267089844 334.801513671875 None None None +2 2009 0.45779159665107727 337.6635437011719 334.7791748046875 None None None +2 2010 0.4578839838504791 337.6828308105469 334.7978820800781 None None None +2 2011 0.4578610956668854 337.6763000488281 334.79150390625 None None None +2 2012 0.45778414607048035 337.65771484375 334.77337646484375 None None None +2 2013 0.4577246308326721 337.7095947265625 334.82562255859375 None None None +2 2014 0.45769572257995605 337.6914978027344 334.80767822265625 None None None +2 2015 0.4576537013053894 337.6652526855469 334.78173828125 None None None +2 2016 0.4576459527015686 337.68890380859375 334.805419921875 None None None +2 2017 0.4576658010482788 337.69964599609375 334.8160400390625 None None None +2 2018 0.4576535224914551 337.6943359375 334.810791015625 None None None +2 2019 0.45764777064323425 337.6988830566406 334.81536865234375 None None None +2 2020 0.45756885409355164 337.6979064941406 334.8149108886719 None None None +2 2021 0.4575978219509125 337.69586181640625 334.81268310546875 None None None +2 2022 0.4576825201511383 337.6819763183594 334.79827880859375 None None None +2 2023 0.45760729908943176 337.7266540527344 334.8434143066406 None None None +2 2024 0.45764967799186707 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1856 0.38688477873802185 329.71826171875 327.28094482421875 None None None +5 1857 0.3868987560272217 329.734375 327.29693603515625 None None None +5 1858 0.38678762316703796 329.7099914550781 327.27325439453125 None None None +5 1859 0.38682910799980164 329.6946716308594 327.2576904296875 None None None +5 1860 0.38676270842552185 329.6808776855469 327.24432373046875 None None None +5 1861 0.3867585361003876 329.6522216796875 327.2156982421875 None None None +5 1862 0.38678106665611267 329.6393737792969 327.20269775390625 None None None +5 1863 0.38673171401023865 329.6297912597656 327.1934509277344 None None None +5 1864 0.3867371082305908 329.6431579589844 327.206787109375 None None None +5 1865 0.3866789638996124 329.61029052734375 327.1742248535156 None None None +5 1866 0.3866916298866272 329.6101379394531 327.17401123046875 None None None +5 1867 0.38666629791259766 329.5951843261719 327.1592102050781 None None None +5 1868 0.3866751790046692 329.5604248046875 327.1244201660156 None None None +5 1869 0.38668614625930786 329.5655822753906 327.1294860839844 None None None +5 1870 0.3867066204547882 329.5351257324219 327.0989074707031 None None None +5 1871 0.38672417402267456 329.5289611816406 327.0926513671875 None None None +5 1872 0.38671037554740906 329.5121765136719 327.075927734375 None None None +5 1873 0.3866935074329376 329.5163269042969 327.0802001953125 None None None +5 1874 0.38660815358161926 329.49090576171875 327.0553283691406 None None None +5 1875 0.386588990688324 329.4747314453125 327.03924560546875 None None None +5 1876 0.3865436911582947 329.4730224609375 327.0378723144531 None None None +5 1877 0.38644489645957947 329.4471130371094 327.0125732421875 None None None +5 1878 0.38642317056655884 329.4357604980469 327.0013732910156 None None None +5 1879 0.3864181935787201 329.4203796386719 326.9859924316406 None None None +5 1880 0.38650837540626526 329.4637451171875 327.02880859375 None None None +5 1881 0.3864913880825043 329.46990966796875 327.03509521484375 None None None +5 1882 0.3864726722240448 329.4987487792969 327.06402587890625 None None None +5 1883 0.38647475838661194 329.499755859375 327.0649719238281 None None None +5 1884 0.3864844739437103 329.4884338378906 327.0535888671875 None None None +5 1885 0.3865988254547119 329.46417236328125 327.0285949707031 None None None +5 1886 0.386564701795578 329.4468688964844 327.01153564453125 None None None +5 1887 0.38653725385665894 329.43927001953125 327.0041198730469 None None None +5 1888 0.3865128755569458 329.4036865234375 326.96868896484375 None None None +5 1889 0.38646018505096436 329.3691711425781 326.93450927734375 None None None +5 1890 0.3864145874977112 329.3773498535156 326.9429626464844 None None None +5 1891 0.38643524050712585 329.3930358886719 326.9585266113281 None None None +5 1892 0.38637208938598633 329.39263916015625 326.9585266113281 None None None +5 1893 0.38639387488365173 329.3902587890625 326.95599365234375 None None None 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327.0342102050781 None None None +5 1907 0.38658446073532104 329.4723205566406 327.0368957519531 None None None +5 1908 0.386537104845047 329.4602355957031 327.02508544921875 None None None +5 1909 0.38659802079200745 329.468505859375 327.032958984375 None None None +5 1910 0.3866267502307892 329.4570617675781 327.0213623046875 None None None +5 1911 0.38663625717163086 329.451171875 327.01544189453125 None None None +5 1912 0.3866517245769501 329.4205322265625 326.9847106933594 None None None +5 1913 0.38663169741630554 329.40380859375 326.9681091308594 None None None +5 1914 0.38655099272727966 329.4034729003906 326.96826171875 None None None +5 1915 0.38659578561782837 329.38323974609375 326.94775390625 None None None +5 1916 0.3865882456302643 329.4215393066406 326.9861145019531 None None None +5 1917 0.38662189245224 329.4291687011719 326.9934997558594 None None None +5 1918 0.38670000433921814 329.43194580078125 326.99578857421875 None None None +5 1919 0.3867645859718323 329.4530029296875 327.01641845703125 None None None +5 1920 0.38679221272468567 329.4865417480469 327.0498046875 None None None +5 1921 0.3868338167667389 329.4781188964844 327.0411071777344 None None None +5 1922 0.3868553638458252 329.49139404296875 327.05426025390625 None None None +5 1923 0.3868021070957184 329.4971923828125 327.0604248046875 None None None +5 1924 0.38680046796798706 329.4993591308594 327.0626220703125 None None None +5 1925 0.38682690262794495 329.5102844238281 327.0733642578125 None None None +5 1926 0.38680240511894226 329.55145263671875 327.11468505859375 None None None +5 1927 0.38677138090133667 329.5408630371094 327.10430908203125 None None None +5 1928 0.38671961426734924 329.5169677734375 327.0807800292969 None None None +5 1929 0.38667187094688416 329.5089111328125 327.07305908203125 None None None +5 1930 0.3865998387336731 329.47381591796875 327.0384216308594 None None None +5 1931 0.3865475356578827 329.4445495605469 327.0094909667969 None None None +5 1932 0.38655194640159607 329.4718322753906 327.0367431640625 None None None +5 1933 0.3865320086479187 329.4591979980469 327.0242004394531 None None None +5 1934 0.3865135610103607 329.466064453125 327.03118896484375 None None None +5 1935 0.3864239752292633 329.4876708984375 327.0533447265625 None None None +5 1936 0.3863249123096466 329.4830627441406 327.0493469238281 None None None +5 1937 0.3863297998905182 329.4540710449219 327.02032470703125 None None None +5 1938 0.3864079415798187 329.4591979980469 327.02496337890625 None None None +5 1939 0.38645637035369873 329.47283935546875 327.038330078125 None None None +5 1940 0.3864353895187378 329.4996337890625 327.0652160644531 None None None +5 1941 0.38642001152038574 329.5148010253906 327.0804748535156 None None None +5 1942 0.38641586899757385 329.483154296875 327.04888916015625 None None None +5 1943 0.38640496134757996 329.514404296875 327.0801696777344 None None None +5 1944 0.38633105158805847 329.52178955078125 327.0880432128906 None None None +5 1945 0.38629114627838135 329.5342102050781 327.1006774902344 None None None +5 1946 0.3863483667373657 329.5720520019531 327.13818359375 None None None +5 1947 0.3863283693790436 329.5802917480469 327.14654541015625 None None None +5 1948 0.38628867268562317 329.5869445800781 327.1534729003906 None None None +5 1949 0.3862646222114563 329.557861328125 327.1245422363281 None None None +5 1950 0.38634783029556274 329.58746337890625 327.15362548828125 None None None +5 1951 0.38638293743133545 329.58380126953125 327.1497497558594 None None None +5 1952 0.38633012771606445 329.5667419433594 327.1330261230469 None None None +5 1953 0.38624751567840576 329.5551452636719 327.1219482421875 None None None +5 1954 0.38615211844444275 329.5315856933594 327.0989685058594 None None None +5 1955 0.3861246705055237 329.5174255371094 327.08502197265625 None None None +5 1956 0.38606101274490356 329.499755859375 327.0677185058594 None None None +5 1957 0.38611170649528503 329.48321533203125 327.0508728027344 None None None +5 1958 0.3860589265823364 329.4739074707031 327.0418701171875 None None None +5 1959 0.3860572576522827 329.4484558105469 327.01641845703125 None None None +5 1960 0.38607123494148254 329.4880065917969 327.0558776855469 None None None +5 1961 0.38606566190719604 329.46453857421875 327.0325012207031 None None None +5 1962 0.38611096143722534 329.4515380859375 327.0191955566406 None None None +5 1963 0.38610440492630005 329.4807434082031 327.0484619140625 None None None +5 1964 0.38602331280708313 329.4894714355469 327.05767822265625 None None None +5 1965 0.38598549365997314 329.4551696777344 327.0235900878906 None None None +5 1966 0.3859255015850067 329.4516906738281 327.0205078125 None None None +5 1967 0.3859589993953705 329.4722900390625 327.0408630371094 None None None +5 1968 0.3860006630420685 329.4554138183594 327.023681640625 None None None +5 1969 0.38598284125328064 329.4384460449219 327.0068664550781 None None None +5 1970 0.3859966993331909 329.4849548339844 327.0532531738281 None None None +5 1971 0.3860186040401459 329.48480224609375 327.0529479980469 None None None +5 1972 0.38601940870285034 329.4729919433594 327.0411376953125 None None None +5 1973 0.3859969973564148 329.45458984375 327.0228576660156 None None None +5 1974 0.3859800696372986 329.42919921875 326.99755859375 None None None +5 1975 0.3859725296497345 329.4093017578125 326.97772216796875 None None None +5 1976 0.3859833776950836 329.3912658691406 326.9595947265625 None None None +5 1977 0.38603460788726807 329.38006591796875 326.94805908203125 None None None +5 1978 0.38597187399864197 329.36114501953125 326.9295349121094 None None None +5 1979 0.3859482705593109 329.4030456542969 326.9715881347656 None None None +5 1980 0.385917067527771 329.38250732421875 326.9512634277344 None None None +5 1981 0.385995477437973 329.3626403808594 326.9308776855469 None None None +5 1982 0.38596731424331665 329.36798095703125 326.9364013671875 None None None +5 1983 0.38596323132514954 329.3855895996094 326.95404052734375 None None None +5 1984 0.38598915934562683 329.3837585449219 326.9520568847656 None None None +5 1985 0.3859814405441284 329.3584899902344 326.9268493652344 None None None +5 1986 0.3861229419708252 329.3945007324219 326.9619445800781 None None None +5 1987 0.38613077998161316 329.42596435546875 326.99334716796875 None None None +5 1988 0.38604736328125 329.4044189453125 326.97235107421875 None None None +5 1989 0.38596081733703613 329.3838806152344 326.9523620605469 None None None +5 1990 0.38589468598365784 329.35418701171875 326.9230651855469 None None None +5 1991 0.38582971692085266 329.34228515625 326.9115905761719 None None None +5 1992 0.3857482373714447 329.3452453613281 326.9150085449219 None None None +5 1993 0.385775625705719 329.3455505371094 326.9151916503906 None None None +5 1994 0.3857302963733673 329.3396911621094 326.9095764160156 None None None +5 1995 0.38568437099456787 329.3633117675781 326.93353271484375 None None None +5 1996 0.38564980030059814 329.344970703125 326.9154052734375 None None None +5 1997 0.3857946991920471 329.3362121582031 326.9057312011719 None None None +5 1998 0.3857945203781128 329.3293762207031 326.8988952636719 None None None +5 1999 0.38579416275024414 329.3423767089844 326.911865234375 None None None +5 2000 0.3858325779438019 329.34100341796875 326.9102783203125 None None None +5 2001 0.3857727646827698 329.3407897949219 326.910400390625 None None None +5 2002 0.38575610518455505 329.32861328125 326.8983459472656 None None None +5 2003 0.3857059180736542 329.3526306152344 326.92266845703125 None None None +5 2004 0.38564181327819824 329.3709411621094 326.9413757324219 None None None +5 2005 0.3856469988822937 329.3731384277344 326.9435119628906 None None None +5 2006 0.38570907711982727 329.3847351074219 326.9547119140625 None None None +5 2007 0.38570865988731384 329.3761291503906 326.9461364746094 None None None +5 2008 0.38582366704940796 329.37939453125 326.94866943359375 None None None +5 2009 0.38577786087989807 329.40338134765625 326.9729309082031 None None None +5 2010 0.38577017188072205 329.41314697265625 326.9827880859375 None None None +5 2011 0.3857196271419525 329.4459533691406 327.0158996582031 None None None +5 2012 0.38564571738243103 329.45257568359375 327.02301025390625 None None None +5 2013 0.385591983795166 329.4288635253906 326.9996643066406 None None None +5 2014 0.3855651319026947 329.3958740234375 326.9668273925781 None None None +5 2015 0.3855723440647125 329.3997802734375 326.970703125 None None None +5 2016 0.38562190532684326 329.40374755859375 326.9743347167969 None None None +5 2017 0.38572385907173157 329.4393615722656 327.0093078613281 None None None +5 2018 0.3857625126838684 329.4288330078125 326.99853515625 None None None +5 2019 0.3857739567756653 329.4355163574219 327.0051574707031 None None None +5 2020 0.38580983877182007 329.4516906738281 327.0211181640625 None None None +5 2021 0.3857786953449249 329.4991760253906 327.06878662109375 None None None +5 2022 0.38584432005882263 329.5050048828125 327.0741882324219 None None None +5 2023 0.38591378927230835 329.5284118652344 327.09716796875 None None None +5 2024 0.38587111234664917 329.50933837890625 327.0783996582031 None None None +5 2025 0.3858473300933838 329.5429992675781 327.1122131347656 None None None +5 2026 0.38578978180885315 329.5303955078125 327.0999755859375 None None None +5 2027 0.38573405146598816 329.5247497558594 327.09466552734375 None None None +5 2028 0.3857138454914093 329.5146179199219 327.0846862792969 None None None +5 2029 0.38574057817459106 329.5549011230469 327.1247863769531 None None None +5 2030 0.3857426643371582 329.53125 327.1011657714844 None None None +5 2031 0.38576358556747437 329.5495300292969 327.1192932128906 None None None +5 2032 0.38583269715309143 329.52606201171875 327.09539794921875 None None None +5 2033 0.38577401638031006 329.5228271484375 327.092529296875 None None None +5 2034 0.3857864439487457 329.5391845703125 327.10882568359375 None None None +5 2035 0.3857458531856537 329.5413818359375 327.11126708984375 None None None +5 2036 0.38575756549835205 329.5379333496094 327.1076965332031 None None None +5 2037 0.38579708337783813 329.53131103515625 327.100830078125 None None None +5 2038 0.38583970069885254 329.5447998046875 327.1141052246094 None None None +5 2039 0.385805606842041 329.5523986816406 327.12188720703125 None None None +5 2040 0.38582995533943176 329.57666015625 327.14599609375 None None None +5 2041 0.38572773337364197 329.5551452636719 327.1251220703125 None None None +5 2042 0.38572028279304504 329.5482177734375 327.11822509765625 None None None +5 2043 0.3856719434261322 329.524658203125 327.094970703125 None None None +5 2044 0.385804146528244 329.5400390625 327.1094970703125 None None None +5 2045 0.3857201337814331 329.53070068359375 327.1006774902344 None None None +5 2046 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327.1725769042969 324.84356689453125 None None None +6 1965 0.36972641944885254 327.1526184082031 324.8234558105469 None None None +6 1966 0.36987560987472534 327.1551513671875 324.8250427246094 None None None +6 1967 0.3698257505893707 327.1285705566406 324.79876708984375 None None None +6 1968 0.3698199391365051 327.0979309082031 324.7681579589844 None None None +6 1969 0.36997780203819275 327.1048889160156 324.7741394042969 None None None +6 1970 0.36996597051620483 327.09368896484375 324.76300048828125 None None None +6 1971 0.37008190155029297 327.12640380859375 324.79498291015625 None None None +6 1972 0.3700556755065918 327.1002502441406 324.7690124511719 None None None +6 1973 0.3700879216194153 327.1380310058594 324.80657958984375 None None None +6 1974 0.3701494634151459 327.1387939453125 324.80694580078125 None None None +6 1975 0.37011346220970154 327.1287841796875 324.79718017578125 None None None +6 1976 0.3701428472995758 327.1526794433594 324.8209228515625 None None None +6 1977 0.3701704442501068 327.142578125 324.8106384277344 None None None +6 1978 0.3702268600463867 327.14794921875 324.8156433105469 None None None +6 1979 0.3701796233654022 327.1510925292969 324.819091796875 None None None +6 1980 0.37017542123794556 327.13763427734375 324.8056945800781 None None None +6 1981 0.3701024353504181 327.1607666015625 324.8292541503906 None None None +6 1982 0.3701464831829071 327.1630554199219 324.831298828125 None None None +6 1983 0.3700563907623291 327.1302185058594 324.79901123046875 None None None +6 1984 0.3700447976589203 327.1360778808594 324.804931640625 None None None +6 1985 0.3700747489929199 327.16009521484375 324.8287658691406 None None None +6 1986 0.37008553743362427 327.1536865234375 324.8222961425781 None None None +6 1987 0.37008383870124817 327.17767333984375 324.8462829589844 None None None +6 1988 0.37003687024116516 327.1875305175781 324.8564453125 None None None +6 1989 0.37004199624061584 327.16656494140625 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0.3696320354938507 327.10601806640625 324.7775573730469 None None None +6 2016 0.36960121989250183 327.0778503417969 324.74957275390625 None None None +6 2017 0.36958667635917664 327.08984375 324.7616271972656 None None None +6 2018 0.36954450607299805 327.06982421875 324.7418518066406 None None None +6 2019 0.3695840537548065 327.0571594238281 324.7289733886719 None None None +6 2020 0.3695549964904785 327.0534973144531 324.7254638671875 None None None +6 2021 0.369570255279541 327.0467224121094 324.7186279296875 None None None +6 2022 0.3695336878299713 327.0473327636719 324.719482421875 None None None +6 2023 0.3695884346961975 327.05413818359375 324.7259216308594 None None None +6 2024 0.3695445954799652 327.02783203125 324.6998596191406 None None None +6 2025 0.3695703148841858 327.0565490722656 324.7284240722656 None None None +6 2026 0.3694953918457031 327.07684326171875 324.74920654296875 None None None +6 2027 0.369497150182724 327.07464599609375 324.7469787597656 None None 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325.6151123046875 323.3709716796875 None None None +7 1943 0.3562391996383667 325.610595703125 323.3665466308594 None None None +7 1944 0.35625699162483215 325.6200256347656 323.3758544921875 None None None +7 1945 0.35628435015678406 325.628662109375 323.38433837890625 None None None +7 1946 0.35625746846199036 325.6174011230469 323.3732604980469 None None None +7 1947 0.35625404119491577 325.6426696777344 323.3985900878906 None None None +7 1948 0.35625097155570984 325.6260070800781 323.38189697265625 None None None +7 1949 0.3563604950904846 325.6473083496094 323.4024963378906 None None None +7 1950 0.3563476800918579 325.6718444824219 323.4271240234375 None None None +7 1951 0.356320321559906 325.66827392578125 323.42376708984375 None None None +7 1952 0.35629621148109436 325.6605529785156 323.41619873046875 None None None +7 1953 0.35621950030326843 325.6546325683594 323.4107360839844 None None None +7 1954 0.3562213182449341 325.6448669433594 323.4009704589844 None None None +7 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323.39520263671875 None None None +7 1968 0.35641682147979736 325.6968688964844 323.45172119140625 None None None +7 1969 0.356377512216568 325.70550537109375 323.46063232421875 None None None +7 1970 0.3563917577266693 325.6887512207031 323.4437561035156 None None None +7 1971 0.35649532079696655 325.6991271972656 323.4534606933594 None None None +7 1972 0.35648930072784424 325.7083740234375 323.4627685546875 None None None +7 1973 0.3565179407596588 325.71185302734375 323.4660949707031 None None None +7 1974 0.35647469758987427 325.70751953125 323.4620361328125 None None None +7 1975 0.3565528094768524 325.7170104980469 323.4710388183594 None None None +7 1976 0.356477290391922 325.7073669433594 323.46185302734375 None None None +7 1977 0.3564647436141968 325.701904296875 323.45648193359375 None None None +7 1978 0.35638999938964844 325.67816162109375 323.4331970214844 None None None +7 1979 0.3564072549343109 325.6631164550781 323.4180908203125 None None None +7 1980 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0.3470706641674042 324.1228332519531 321.9358215332031 None None None +8 1835 0.34704118967056274 324.09967041015625 321.912841796875 None None None +8 1836 0.3470519781112671 324.09564208984375 321.90875244140625 None None None +8 1837 0.34696251153945923 324.0452880859375 321.8589782714844 None None None +8 1838 0.34684693813323975 324.0481872558594 321.8625793457031 None None None +8 1839 0.3468957543373108 324.0108642578125 321.8249816894531 None None None +8 1840 0.34692826867103577 324.0111389160156 321.8250427246094 None None None +8 1841 0.34704214334487915 324.03680419921875 321.8499755859375 None None None +8 1842 0.3471589684486389 324.0683288574219 321.8807678222656 None None None +8 1843 0.3471783697605133 324.07940673828125 321.8917236328125 None None None +8 1844 0.3471129238605499 324.0668029785156 321.8795471191406 None None None +8 1845 0.3470722436904907 324.0339050292969 321.846923828125 None None None +8 1846 0.3470894992351532 324.0226135253906 321.83551025390625 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321.9366455078125 None None None +8 1860 0.347393274307251 324.13885498046875 321.9499206542969 None None None +8 1861 0.3474048674106598 324.1412048339844 321.9521789550781 None None None +8 1862 0.34743863344192505 324.19049072265625 322.00128173828125 None None None +8 1863 0.3475125730037689 324.1904296875 322.000732421875 None None None +8 1864 0.3475033938884735 324.1869201660156 321.9972839355469 None None None +8 1865 0.3474605083465576 324.1543273925781 321.9649658203125 None None None +8 1866 0.3475062847137451 324.14715576171875 321.95745849609375 None None None +8 1867 0.3475377857685089 324.16632080078125 321.9764404296875 None None None +8 1868 0.3475153148174286 324.1762390136719 321.9864807128906 None None None +8 1869 0.3475349247455597 324.192626953125 322.00274658203125 None None None +8 1870 0.3475620746612549 324.1804504394531 321.99041748046875 None None None +8 1871 0.3476174771785736 324.2229309082031 322.03253173828125 None None None +8 1872 0.3476097285747528 324.2070617675781 322.0166931152344 None None None +8 1873 0.3475266396999359 324.18426513671875 321.9944152832031 None None None +8 1874 0.3474891185760498 324.155029296875 321.9654235839844 None None None +8 1875 0.3475818932056427 324.147705078125 321.95751953125 None None None +8 1876 0.3475862145423889 324.17059326171875 321.9803771972656 None None None +8 1877 0.3476247191429138 324.17474365234375 321.98431396484375 None None None +8 1878 0.347629576921463 324.1493835449219 321.9588928222656 None None None +8 1879 0.34759026765823364 324.1170959472656 321.9268798828125 None None None +8 1880 0.34764352440834045 324.097412109375 321.9068603515625 None None None +8 1881 0.34767934679985046 324.0842590332031 321.89349365234375 None None None +8 1882 0.3478320240974426 324.0702819824219 321.8785705566406 None None None +8 1883 0.3478478193283081 324.0637512207031 321.87188720703125 None None None +8 1884 0.34781157970428467 324.0924377441406 321.90081787109375 None None None +8 1885 0.34779366850852966 324.0967712402344 321.9052734375 None None None +8 1886 0.3477484881877899 324.1064147949219 321.91522216796875 None None None +8 1887 0.3476584851741791 324.1214904785156 321.93084716796875 None None None +8 1888 0.3476380407810211 324.13165283203125 321.941162109375 None None None +8 1889 0.3475807011127472 324.1595458984375 321.9693908691406 None None None +8 1890 0.34768834710121155 324.2042541503906 322.013427734375 None None None +8 1891 0.3476655185222626 324.2021179199219 322.01141357421875 None None None +8 1892 0.3476230204105377 324.19110107421875 322.00067138671875 None None None +8 1893 0.34769558906555176 324.18560791015625 321.9947204589844 None None None +8 1894 0.34771978855133057 324.2323303222656 322.04132080078125 None None None +8 1895 0.34770911931991577 324.2254333496094 322.0344543457031 None None None +8 1896 0.3477335572242737 324.2321472167969 322.04107666015625 None None None +8 1897 0.3477404713630676 324.24627685546875 322.05511474609375 None None None +8 1898 0.34792250394821167 324.2821350097656 322.0898132324219 None None None +8 1899 0.3479395806789398 324.3067932128906 322.1143798828125 None None None +8 1900 0.3480449616909027 324.2746276855469 322.0815734863281 None None None +8 1901 0.3480333387851715 324.2454528808594 322.0524597167969 None None None +8 1902 0.3480367362499237 324.2235107421875 322.0304870605469 None None None +8 1903 0.34797000885009766 324.204833984375 322.0122375488281 None None None +8 1904 0.3479950726032257 324.23028564453125 322.03753662109375 None None None +8 1905 0.3480468988418579 324.21356201171875 322.0204772949219 None None None +8 1906 0.3481491506099701 324.2130432128906 322.0193176269531 None None None +8 1907 0.3482072055339813 324.21002197265625 322.0158996582031 None None None +8 1908 0.34826934337615967 324.20404052734375 322.009521484375 None None None +8 1909 0.3483336865901947 324.2328796386719 322.0379333496094 None None None +8 1910 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None None +8 1923 0.34817633032798767 324.0559387207031 321.8619384765625 None None None +8 1924 0.34811365604400635 324.0708312988281 321.8772277832031 None None None +8 1925 0.3481093943119049 324.0850524902344 321.8914794921875 None None None +8 1926 0.34808045625686646 324.10614013671875 321.9127197265625 None None None +8 1927 0.34809359908103943 324.0951843261719 321.90167236328125 None None None +8 1928 0.34813839197158813 324.1363525390625 321.94256591796875 None None None +8 1929 0.34817203879356384 324.1212463378906 321.92724609375 None None None +8 1930 0.34815454483032227 324.1517028808594 321.95782470703125 None None None +8 1931 0.3481442332267761 324.1678466796875 321.97406005859375 None None None +8 1932 0.34810253977775574 324.1734924316406 321.9799499511719 None None None +8 1933 0.34805646538734436 324.1675109863281 321.9742736816406 None None None +8 1934 0.3481106162071228 324.1403503417969 321.9467468261719 None None None +8 1935 0.3481088876724243 324.1237487792969 321.9301452636719 None None None +8 1936 0.348101943731308 324.12091064453125 321.9273376464844 None None None +8 1937 0.348101407289505 324.1334228515625 321.93988037109375 None None None +8 1938 0.3480835258960724 324.1284484863281 321.9350280761719 None None None +8 1939 0.3480583727359772 324.1468200683594 321.95355224609375 None None None +8 1940 0.3480145335197449 324.1149597167969 321.9219970703125 None None None +8 1941 0.34799081087112427 324.0963439941406 321.9035339355469 None None None +8 1942 0.3480627238750458 324.0990295410156 321.9057922363281 None None None +8 1943 0.34800878167152405 324.09063720703125 321.897705078125 None None None +8 1944 0.3480170667171478 324.0746765136719 321.8817138671875 None None None +8 1945 0.34795239567756653 324.0692138671875 321.87664794921875 None None None +8 1946 0.34796375036239624 324.05535888671875 321.8627624511719 None None None +8 1947 0.34787845611572266 324.0414733886719 321.849365234375 None None None +8 1948 0.3478250801563263 324.04486083984375 321.8531188964844 None None None +8 1949 0.34789350628852844 324.0455017089844 321.8533020019531 None None None +8 1950 0.3479168117046356 324.03704833984375 321.8446960449219 None None None +8 1951 0.34783023595809937 324.05255126953125 321.86077880859375 None None None +8 1952 0.34775471687316895 324.0387878417969 321.8475036621094 None None None +8 1953 0.34778884053230286 324.0690612792969 321.87750244140625 None None None +8 1954 0.3478257358074188 324.10986328125 321.9180908203125 None None None +8 1955 0.3477669358253479 324.1043395996094 321.9129638671875 None None None +8 1956 0.3478372097015381 324.1098937988281 321.9180908203125 None None None +8 1957 0.3478168845176697 324.114013671875 321.9223327636719 None None None +8 1958 0.3479432463645935 324.1175231933594 321.9250183105469 None None None +8 1959 0.34788545966148376 324.12786865234375 321.9357604980469 None None None +8 1960 0.3478269577026367 324.1335144042969 321.9417724609375 None None None +8 1961 0.34789788722991943 324.1246643066406 321.9324645996094 None None None +8 1962 0.34787240624427795 324.0909118652344 321.89886474609375 None None None +8 1963 0.34785935282707214 324.08270263671875 321.8907470703125 None None None +8 1964 0.3478918969631195 324.08160400390625 321.88946533203125 None None None +8 1965 0.34783023595809937 324.0362548828125 321.844482421875 None None None +8 1966 0.34784120321273804 324.0198974609375 321.82806396484375 None None None +8 1967 0.3478758633136749 324.0740966796875 321.8820495605469 None None None +8 1968 0.347827285528183 324.0704345703125 321.8786926269531 None None None +8 1969 0.34791049361228943 324.09625244140625 321.90399169921875 None None None +8 1970 0.3479350805282593 324.1182861328125 321.9258728027344 None None None +8 1971 0.3479636311531067 324.1408386230469 321.9482116699219 None None None +8 1972 0.34798020124435425 324.12408447265625 321.931396484375 None None None +8 1973 0.34797897934913635 324.13165283203125 321.93896484375 None None None +8 1974 0.3479840159416199 324.13433837890625 321.9416198730469 None None None +8 1975 0.34796953201293945 324.0950622558594 321.9024353027344 None None None +8 1976 0.347981721162796 324.12017822265625 321.927490234375 None None None +8 1977 0.348086416721344 324.14788818359375 321.9545593261719 None None None +8 1978 0.34803658723831177 324.1304626464844 321.93743896484375 None None None +8 1979 0.3480488359928131 324.14337158203125 321.95025634765625 None None None +8 1980 0.3482005298137665 324.1592102050781 321.96514892578125 None None None +8 1981 0.3481694459915161 324.1800231933594 321.98614501953125 None None None +8 1982 0.34822729229927063 324.1615295410156 321.96728515625 None None None +8 1983 0.34821075201034546 324.16778564453125 321.9736328125 None None None +8 1984 0.34813371300697327 324.1714782714844 321.977783203125 None None None +8 1985 0.3482012152671814 324.1953430175781 322.001220703125 None None None +8 1986 0.34822410345077515 324.2395324707031 322.0452880859375 None None None +8 1987 0.34815430641174316 324.2376403808594 322.0438232421875 None None None +8 1988 0.34809577465057373 324.2176208496094 322.024169921875 None None None +8 1989 0.34806597232818604 324.23516845703125 322.0419006347656 None None None +8 1990 0.34803658723831177 324.244384765625 322.0513000488281 None None None +8 1991 0.34797775745391846 324.256591796875 322.06390380859375 None None None +8 1992 0.3479747772216797 324.2457580566406 322.0531005859375 None None None +8 1993 0.34795916080474854 324.2696228027344 322.0770568847656 None None None +8 1994 0.3479127287864685 324.2618103027344 322.069580078125 None None None +8 1995 0.34788352251052856 324.2536315917969 322.06158447265625 None None None +8 1996 0.34797874093055725 324.24169921875 322.049072265625 None None None +8 1997 0.34805580973625183 324.2347717285156 322.04168701171875 None None None +8 1998 0.34804362058639526 324.20751953125 322.0145263671875 None None None +8 1999 0.34802311658859253 324.2027893066406 322.0099182128906 None None None +8 2000 0.3479729890823364 324.1610107421875 321.96844482421875 None None None +8 2001 0.3479631543159485 324.18267822265625 321.9902038574219 None None None +8 2002 0.3479927182197571 324.2000732421875 322.00738525390625 None None None +8 2003 0.3479614555835724 324.21795654296875 322.02545166015625 None None None +8 2004 0.3479764759540558 324.20428466796875 322.0116882324219 None None None +8 2005 0.348025918006897 324.2347412109375 322.0418701171875 None None None +8 2006 0.34798407554626465 324.2336730957031 322.041015625 None None None +8 2007 0.3479001820087433 324.22894287109375 322.03680419921875 None None None +8 2008 0.34790149331092834 324.2402038574219 322.0480651855469 None None None +8 2009 0.3478955924510956 324.25628662109375 322.0641784667969 None None None +8 2010 0.3478749096393585 324.2339172363281 322.04193115234375 None None None +8 2011 0.34787657856941223 324.2474365234375 322.0554504394531 None None None +8 2012 0.34795165061950684 324.2143859863281 322.0219421386719 None None None +8 2013 0.3478793501853943 324.20880126953125 322.01678466796875 None None None +8 2014 0.3478377163410187 324.21832275390625 322.0265808105469 None None None +8 2015 0.3477502167224884 324.2254943847656 322.0343322753906 None None None +8 2016 0.3477523922920227 324.2078857421875 322.0167236328125 None None None +8 2017 0.34776055812835693 324.208984375 322.01776123046875 None None None +8 2018 0.3478067219257355 324.248779296875 322.0572814941406 None None None +8 2019 0.347785085439682 324.2265625 322.03521728515625 None None None +8 2020 0.34771090745925903 324.1959228515625 322.0050354003906 None None None +8 2021 0.3476385176181793 324.17529296875 321.9848937988281 None None None +8 2022 0.34767425060272217 324.1420593261719 321.9514465332031 None None None +8 2023 0.34768399596214294 324.15087890625 321.9601745605469 None None None 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321.9463195800781 None None None +8 2037 0.34788697957992554 324.1341857910156 321.9422607421875 None None None +8 2038 0.34781181812286377 324.1446533203125 321.9532165527344 None None None +8 2039 0.3477855324745178 324.11895751953125 321.9276428222656 None None None +8 2040 0.34781476855278015 324.0982666015625 321.90679931640625 None None None +8 2041 0.3478083908557892 324.1025085449219 321.91107177734375 None None None +8 2042 0.34777238965034485 324.0901794433594 321.89898681640625 None None None +8 2043 0.3478790819644928 324.0877685546875 321.8958740234375 None None None +8 2044 0.3478185534477234 324.0796813964844 321.88818359375 None None None +8 2045 0.3478541672229767 324.1010437011719 321.9093322753906 None None None +8 2046 0.34788015484809875 324.11053466796875 321.9186706542969 None None None +8 2047 0.34781768918037415 324.0901184082031 321.8986511230469 None None None +8 2048 0.3478791415691376 324.0533752441406 321.86151123046875 None None None +8 2049 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322.8724365234375 320.7484130859375 None None None +9 1905 0.33723941445350647 322.86669921875 320.7421569824219 None None None +9 1906 0.3372122645378113 322.8670654296875 320.74273681640625 None None None +9 1907 0.33723804354667664 322.8736572265625 320.7491455078125 None None None +9 1908 0.3371768295764923 322.84521484375 320.72113037109375 None None None +9 1909 0.33714643120765686 322.8407897949219 320.7168884277344 None None None +9 1910 0.3371274769306183 322.82232666015625 320.69854736328125 None None None +9 1911 0.3372175097465515 322.8086853027344 320.684326171875 None None None +9 1912 0.33718350529670715 322.7714538574219 320.6473083496094 None None None +9 1913 0.3371431529521942 322.7557678222656 320.63189697265625 None None None +9 1914 0.3371472656726837 322.7768249511719 320.6529235839844 None None None +9 1915 0.33709287643432617 322.7639465332031 320.6403503417969 None None None +9 1916 0.3370375335216522 322.7461853027344 320.62298583984375 None None None +9 1917 0.3370250165462494 322.7322082519531 320.6091003417969 None None None +9 1918 0.33701443672180176 322.71124267578125 320.5881652832031 None None None +9 1919 0.33708712458610535 322.71478271484375 320.59124755859375 None None None +9 1920 0.3369993269443512 322.70880126953125 320.5858459472656 None None None +9 1921 0.33702749013900757 322.7003479003906 320.5771789550781 None None None +9 1922 0.33703872561454773 322.6932678222656 320.5700378417969 None None None +9 1923 0.3370234966278076 322.7196044921875 320.5964660644531 None None None +9 1924 0.3370082676410675 322.71142578125 320.58837890625 None None None +9 1925 0.3370353579521179 322.7276916503906 320.6045227050781 None None None +9 1926 0.3370623290538788 322.7192687988281 320.5959167480469 None None None +9 1927 0.3371022939682007 322.7491149902344 320.62548828125 None None None +9 1928 0.33705729246139526 322.761962890625 320.63861083984375 None None None +9 1929 0.33704760670661926 322.7815856933594 320.6582946777344 None None None +9 1930 0.3370005786418915 322.7482604980469 320.625244140625 None None None +9 1931 0.3370189666748047 322.79168701171875 320.6685791015625 None None None +9 1932 0.3371216058731079 322.8045654296875 320.6808166503906 None None None +9 1933 0.33716437220573425 322.82476806640625 320.7007751464844 None None None +9 1934 0.3370829224586487 322.8641052246094 320.7405700683594 None None None +9 1935 0.3371089994907379 322.912353515625 320.7886657714844 None None None +9 1936 0.33725103735923767 322.90985107421875 320.7852478027344 None None None +9 1937 0.33723828196525574 322.8782043457031 320.75372314453125 None None None +9 1938 0.33718809485435486 322.88946533203125 320.7652893066406 None None None +9 1939 0.3371608257293701 322.8848876953125 320.7608947753906 None None None +9 1940 0.33712536096572876 322.86712646484375 320.7433776855469 None None None +9 1941 0.3370746076107025 322.8564758300781 320.7330322265625 None None None +9 1942 0.33709388971328735 322.88348388671875 320.75994873046875 None None None +9 1943 0.3370238244533539 322.8565368652344 320.73345947265625 None None None +9 1944 0.33696603775024414 322.8143615722656 320.6916198730469 None None None +9 1945 0.3369317650794983 322.8236389160156 320.7011413574219 None None None +9 1946 0.33686205744743347 322.8281555175781 320.70611572265625 None None None +9 1947 0.3368338942527771 322.8244323730469 320.70257568359375 None None None +9 1948 0.3368854224681854 322.8028869628906 320.6806945800781 None None None +9 1949 0.3369305729866028 322.7933044433594 320.6708068847656 None None None +9 1950 0.33695051074028015 322.78778076171875 320.6651916503906 None None None +9 1951 0.3370201885700226 322.7796936035156 320.6566467285156 None None None +9 1952 0.33697789907455444 322.76336669921875 320.6405944824219 None None None +9 1953 0.3369291424751282 322.75390625 320.6314392089844 None None None +9 1954 0.33689969778060913 322.7733459472656 320.65106201171875 None None None +9 1955 0.33686619997024536 322.7862854003906 320.6642150878906 None None None +9 1956 0.33687278628349304 322.78759765625 320.6654968261719 None None None +9 1957 0.3368298411369324 322.798583984375 320.6767578125 None None None +9 1958 0.3367752134799957 322.8203430175781 320.6988830566406 None None None +9 1959 0.3367515206336975 322.8307800292969 320.7094421386719 None None None +9 1960 0.33674100041389465 322.8455505371094 320.7242736816406 None None None +9 1961 0.33668023347854614 322.8594055175781 320.7384948730469 None None None +9 1962 0.33672165870666504 322.849853515625 320.72869873046875 None None None +9 1963 0.33670106530189514 322.85028076171875 320.729248046875 None None None +9 1964 0.336677223443985 322.823486328125 320.7026062011719 None None None +9 1965 0.33666130900382996 322.80078125 320.6800231933594 None None None +9 1966 0.336631178855896 322.7838134765625 320.6632385253906 None None None +9 1967 0.3366740942001343 322.8197937011719 320.6989440917969 None None None +9 1968 0.33670735359191895 322.8309326171875 320.70989990234375 None None None +9 1969 0.33672329783439636 322.8476257324219 320.72650146484375 None None None +9 1970 0.33672261238098145 322.8443603515625 320.72320556640625 None None None +9 1971 0.3366660475730896 322.8490295410156 320.7282409667969 None None None +9 1972 0.33663374185562134 322.8542785644531 320.7336730957031 None None None +9 1973 0.33663952350616455 322.82879638671875 320.70819091796875 None None None +9 1974 0.33661124110221863 322.8276062011719 320.7071838378906 None None None +9 1975 0.336571604013443 322.8197021484375 320.6995544433594 None None None +9 1976 0.3365955948829651 322.8058166503906 320.68548583984375 None None None +9 1977 0.33657106757164 322.828857421875 320.7087097167969 None None None +9 1978 0.33656421303749084 322.7867736816406 320.6666259765625 None None None +9 1979 0.3365532457828522 322.8081970214844 320.6881408691406 None None None +9 1980 0.3365735113620758 322.82659912109375 320.7064208984375 None None None +9 1981 0.33649569749832153 322.8144836425781 320.69476318359375 None None None +9 1982 0.33646923303604126 322.8445739746094 320.7250061035156 None None None +9 1983 0.33645468950271606 322.8346862792969 320.7152099609375 None None None +9 1984 0.33649179339408875 322.8075256347656 320.6878356933594 None None None +9 1985 0.33645516633987427 322.7904968261719 320.6710205078125 None None None +9 1986 0.3364345133304596 322.79437255859375 320.6750183105469 None None None +9 1987 0.3363533318042755 322.7950744628906 320.6762390136719 None None None +9 1988 0.33634769916534424 322.83074951171875 320.7119445800781 None None None +9 1989 0.3363158404827118 322.8181457519531 320.69952392578125 None None None +9 1990 0.33629027009010315 322.8033142089844 320.6848449707031 None None None +9 1991 0.3363313376903534 322.8184509277344 320.6997375488281 None None None +9 1992 0.33633527159690857 322.8210754394531 320.7023010253906 None None None +9 1993 0.3363191783428192 322.8456115722656 320.7269287109375 None None None +9 1994 0.3364547789096832 322.84197998046875 320.72247314453125 None None None +9 1995 0.33642300963401794 322.8323059082031 320.7129821777344 None None None +9 1996 0.33648744225502014 322.8352966308594 320.715576171875 None None None +9 1997 0.3365539610385895 322.7957458496094 320.6756286621094 None None None +9 1998 0.33654165267944336 322.8348693847656 320.7148132324219 None None None +9 1999 0.3366648256778717 322.8721618652344 320.7513427734375 None None None +9 2000 0.3366267681121826 322.8626403808594 320.7420654296875 None None None +9 2001 0.3365758955478668 322.8515930175781 320.7313232421875 None None None +9 2002 0.33666691184043884 322.863525390625 320.7427062988281 None None None +9 2003 0.3366040885448456 322.83221435546875 320.7117919921875 None None None +9 2004 0.3365634083747864 322.82135009765625 320.701171875 None None None +9 2005 0.33654993772506714 322.7900390625 320.669921875 None None None +9 2006 0.33653172850608826 322.7813720703125 320.661376953125 None None None +9 2007 0.33647575974464417 322.77252197265625 320.6528625488281 None None None +9 2008 0.3364444971084595 322.7417297363281 320.62225341796875 None None None +9 2009 0.3364340662956238 322.76165771484375 320.64227294921875 None None None +9 2010 0.3363783657550812 322.7498779296875 320.6308288574219 None None None +9 2011 0.33633702993392944 322.7404479980469 320.62164306640625 None None None +9 2012 0.3363172709941864 322.74566650390625 320.6269836425781 None None None +9 2013 0.33630526065826416 322.7618713378906 320.6432800292969 None None None +9 2014 0.3362932801246643 322.7953186035156 320.67681884765625 None None None +9 2015 0.33629804849624634 322.79071044921875 320.67218017578125 None None None +9 2016 0.3363264799118042 322.8176574707031 320.69891357421875 None None None +9 2017 0.33637866377830505 322.833740234375 320.7146911621094 None None None +9 2018 0.3364753723144531 322.83001708984375 320.7103271484375 None None None +9 2019 0.3364621698856354 322.8141784667969 320.694580078125 None None None +9 2020 0.33641117811203003 322.8069763183594 320.6877136230469 None None None +9 2021 0.3363809287548065 322.8104248046875 320.6913146972656 None None None +9 2022 0.3363800048828125 322.8175964355469 320.698486328125 None None None +9 2023 0.33637556433677673 322.83526611328125 320.7161865234375 None None None +9 2024 0.3363780975341797 322.8244934082031 320.7054138183594 None None None +9 2025 0.33636921644210815 322.8028564453125 320.683837890625 None None None +9 2026 0.3363167941570282 322.77117919921875 320.6524658203125 None None None +9 2027 0.33643683791160583 322.7662658691406 320.6468200683594 None None None +9 2028 0.33651041984558105 322.7648620605469 320.64495849609375 None None None +9 2029 0.33660268783569336 322.8146057128906 320.6941223144531 None None None +9 2030 0.3366217315196991 322.8040771484375 320.6834411621094 None None None +9 2031 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None None None +9 2044 0.3364843726158142 322.7665710449219 320.6468811035156 None None None +9 2045 0.3364611566066742 322.7506408691406 320.631103515625 None None None +9 2046 0.3364025056362152 322.7388916015625 320.6197204589844 None None None +9 2047 0.3363901972770691 322.7327575683594 320.6136779785156 None None None +9 2048 0.3363575339317322 322.7076110839844 320.5887451171875 None None None +9 2049 0.3363035321235657 322.71124267578125 320.59271240234375 None None None +9 2050 0.3363058865070343 322.6872863769531 320.5686950683594 None None None +9 2051 0.33631616830825806 322.7019348144531 320.5832824707031 None None None +9 2052 0.3363504409790039 322.70379638671875 320.5849609375 None None None +9 2053 0.3363695442676544 322.6942443847656 320.57525634765625 None None None +9 2054 0.3363168239593506 322.7037658691406 320.5851135253906 None None None +9 2055 0.3362603187561035 322.6891174316406 320.5708312988281 None None None +9 2056 0.33638134598731995 322.7212829589844 320.60223388671875 None None None +9 2057 0.3363957405090332 322.726806640625 320.6076354980469 None None None +9 2058 0.33638110756874084 322.717041015625 320.59796142578125 None None None +9 2059 0.3363756835460663 322.6890869140625 320.5700988769531 None None None +9 2060 0.33637040853500366 322.7019348144531 320.58294677734375 None None None +9 2061 0.3363794684410095 322.6982727050781 320.5792541503906 None None None +9 2062 0.33634039759635925 322.6957092285156 320.5769348144531 None None None +9 2063 0.3363882303237915 322.70111083984375 320.58203125 None None None +9 2064 0.33637264370918274 322.6921081542969 320.5731506347656 None None None +9 2065 0.3364327847957611 322.69866943359375 320.5793762207031 None None None +9 2066 0.3364121615886688 322.6922607421875 320.57305908203125 None None None +9 2067 0.33642593026161194 322.67694091796875 320.5576477050781 None None None +9 2068 0.33647722005844116 322.6833801269531 320.5637512207031 None None None +9 2069 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322.6065368652344 320.48699951171875 None None None +9 2095 0.3364623486995697 322.59521484375 320.4757080078125 None None None +9 2096 0.33641329407691956 322.5856628417969 320.4664306640625 None None None +9 2097 0.33638548851013184 322.5574951171875 320.4384460449219 None None None +9 2098 0.3364039361476898 322.57373046875 320.4545593261719 None None None +9 2099 0.33636510372161865 322.5574645996094 320.4385681152344 None None None +9 2100 0.33629685640335083 322.59039306640625 320.4718933105469 None None None +9 2101 0.3362216353416443 322.5632019042969 320.4451599121094 None None None +9 2102 0.33626383543014526 322.5690002441406 320.45068359375 None None None +9 2103 0.336233913898468 322.5732421875 320.45513916015625 None None None +9 2104 0.33624351024627686 322.5903015136719 320.47216796875 None None None +9 2105 0.33622995018959045 322.6192321777344 320.50115966796875 None None None +9 2106 0.336159348487854 322.61468505859375 320.4971008300781 None None None +9 2107 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0.32742467522621155 321.8785705566406 319.8154296875 None None None +10 1988 0.3274271786212921 321.8873291015625 319.8241882324219 None None None +10 1989 0.327422559261322 321.8664855957031 319.8033447265625 None None None +10 1990 0.32744544744491577 321.9064025878906 319.8431396484375 None None None +10 1991 0.32736092805862427 321.8848876953125 319.8221740722656 None None None +10 1992 0.3273613750934601 321.9179382324219 319.855224609375 None None None +10 1993 0.3274478316307068 321.9422607421875 319.8790283203125 None None None +10 1994 0.32738518714904785 321.9002685546875 319.8374328613281 None None None +10 1995 0.3273409605026245 321.8666687011719 319.8040771484375 None None None +10 1996 0.3274323642253876 321.851318359375 319.78814697265625 None None None +10 1997 0.32741469144821167 321.8492736816406 319.7862243652344 None None None +10 1998 0.3274652361869812 321.8557434082031 319.7923583984375 None None None +10 1999 0.32757627964019775 321.8731689453125 319.80908203125 None None None +10 2000 0.32761332392692566 321.83868408203125 319.77435302734375 None None None +10 2001 0.32764267921447754 321.8341064453125 319.76959228515625 None None None +10 2002 0.32763028144836426 321.8397216796875 319.7752685546875 None None None +10 2003 0.3276328146457672 321.8644714355469 319.8000183105469 None None None +10 2004 0.3276141583919525 321.85174560546875 319.78741455078125 None None None +10 2005 0.32758039236068726 321.8869934082031 319.8228759765625 None None None +10 2006 0.327538400888443 321.8926696777344 319.8288269042969 None None None +10 2007 0.32748880982398987 321.88726806640625 319.8236999511719 None None None +10 2008 0.3274191617965698 321.8564453125 319.7933349609375 None None None +10 2009 0.3274989426136017 321.8756103515625 319.8119812011719 None None None +10 2010 0.3274746835231781 321.8798828125 319.8163757324219 None None None +10 2011 0.3275119662284851 321.869384765625 319.8056640625 None None None +10 2012 0.3274887204170227 321.89422607421875 319.83062744140625 None None None +10 2013 0.32772529125213623 321.90838623046875 319.84332275390625 None None None +10 2014 0.3277089297771454 321.9215087890625 319.8565368652344 None None None +10 2015 0.327769935131073 321.9450988769531 319.8797607421875 None None None +10 2016 0.32772496342658997 321.95013427734375 319.88507080078125 None None None +10 2017 0.32775232195854187 321.9264831542969 319.8612365722656 None None None +10 2018 0.327812522649765 321.9154357910156 319.8498229980469 None None None +10 2019 0.3279196321964264 321.9062805175781 319.8399963378906 None None None +10 2020 0.32784008979797363 321.90557861328125 319.83978271484375 None None None +10 2021 0.32786083221435547 321.89935302734375 319.83343505859375 None None None +10 2022 0.32784804701805115 321.8659973144531 319.8001403808594 None None None +10 2023 0.3278546929359436 321.8680114746094 319.8020935058594 None None None +10 2024 0.32783031463623047 321.87103271484375 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None +11 1886 0.315731406211853 320.5805358886719 318.5918273925781 None None None +11 1887 0.3157075047492981 320.5248718261719 318.5363464355469 None None None +11 1888 0.3156760632991791 320.5350036621094 318.5466613769531 None None None +11 1889 0.315621942281723 320.51690673828125 318.5289001464844 None None None +11 1890 0.31563565135002136 320.5032043457031 318.5151062011719 None None None +11 1891 0.315542608499527 320.4931640625 318.50567626953125 None None None +11 1892 0.3155245780944824 320.5086975097656 318.52130126953125 None None None +11 1893 0.31550896167755127 320.5316162109375 318.5443115234375 None None None +11 1894 0.3155299425125122 320.5193786621094 318.531982421875 None None None +11 1895 0.3155691623687744 320.4753723144531 318.4877624511719 None None None +11 1896 0.3155228793621063 320.46136474609375 318.4739990234375 None None None +11 1897 0.3155422806739807 320.4173278808594 318.4298400878906 None None None +11 1898 0.3155072033405304 320.402099609375 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0.3157218396663666 320.4761962890625 318.4875793457031 None None None +11 1912 0.3156675398349762 320.4591979980469 318.4709167480469 None None None +11 1913 0.3156631588935852 320.4530334472656 318.4648132324219 None None None +11 1914 0.31560245156288147 320.4328308105469 318.4449768066406 None None None +11 1915 0.3155428171157837 320.4299621582031 318.4424743652344 None None None +11 1916 0.3155895471572876 320.4208984375 318.4331359863281 None None None +11 1917 0.31556400656700134 320.4515075683594 318.4638977050781 None None None +11 1918 0.315477579832077 320.4297790527344 318.4427185058594 None None None +11 1919 0.31548166275024414 320.4532470703125 318.4661865234375 None None None +11 1920 0.31545981764793396 320.48504638671875 318.4981384277344 None None None +11 1921 0.3154451251029968 320.4690856933594 318.4822692871094 None None None +11 1922 0.3154842257499695 320.52801513671875 318.5409240722656 None None None +11 1923 0.3154614269733429 320.5332946777344 318.5463562011719 None None None +11 1924 0.31545567512512207 320.5086669921875 318.5217590332031 None None None +11 1925 0.31542283296585083 320.5149841308594 318.5282897949219 None None None +11 1926 0.315481036901474 320.5234375 318.536376953125 None None None +11 1927 0.31548619270324707 320.5238037109375 318.5367126464844 None None None +11 1928 0.31545597314834595 320.514404296875 318.5274963378906 None None None +11 1929 0.3154650330543518 320.5532531738281 318.5662841796875 None None None +11 1930 0.31553301215171814 320.6192626953125 318.6318664550781 None None None +11 1931 0.31551334261894226 320.64306640625 318.65576171875 None None None +11 1932 0.31549620628356934 320.6484680175781 318.6612854003906 None None None +11 1933 0.3155307173728943 320.65155029296875 318.6641540527344 None None None +11 1934 0.315544456243515 320.68524169921875 318.6977844238281 None None None +11 1935 0.31555095314979553 320.65069580078125 318.6632080078125 None None None +11 1936 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318.6231689453125 None None None +11 1949 0.31580859422683716 320.6123352050781 318.62322998046875 None None None +11 1950 0.31578385829925537 320.6110534667969 318.6221008300781 None None None +11 1951 0.31586796045303345 320.6081237792969 318.6186218261719 None None None +11 1952 0.31585752964019775 320.6001892089844 318.61077880859375 None None None +11 1953 0.31585365533828735 320.5772705078125 318.587890625 None None None +11 1954 0.31586042046546936 320.5782775878906 318.5888366699219 None None None +11 1955 0.3158864378929138 320.57415771484375 318.5845642089844 None None None +11 1956 0.31579312682151794 320.6124267578125 318.6234436035156 None None None +11 1957 0.3157893419265747 320.605712890625 318.6167297363281 None None None +11 1958 0.3157161474227905 320.59295654296875 318.60443115234375 None None None +11 1959 0.3158515691757202 320.62353515625 318.6341552734375 None None None +11 1960 0.31584107875823975 320.65985107421875 318.6705322265625 None None None +11 1961 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318.81072998046875 None None None +11 1974 0.31602606177330017 320.7882385253906 318.7978515625 None None None +11 1975 0.3159863352775574 320.7627868652344 318.77264404296875 None None None +11 1976 0.31594938039779663 320.74871826171875 318.7587890625 None None None +11 1977 0.3160075545310974 320.7715759277344 318.78131103515625 None None None +11 1978 0.3159562349319458 320.7593688964844 318.7694396972656 None None None +11 1979 0.3159036636352539 320.75457763671875 318.7650146484375 None None None +11 1980 0.31590771675109863 320.7319030761719 318.7422790527344 None None None +11 1981 0.31588441133499146 320.7254943847656 318.7359924316406 None None None +11 1982 0.3158262073993683 320.7391052246094 318.74993896484375 None None None +11 1983 0.315876841545105 320.7532653808594 318.7637939453125 None None None +11 1984 0.31582820415496826 320.7267150878906 318.737548828125 None None None +11 1985 0.31580594182014465 320.7023010253906 318.7132873535156 None None None +11 1986 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317.63726806640625 None None None +12 1925 0.3174682557582855 319.6357116699219 317.6354675292969 None None None +12 1926 0.31742963194847107 319.6662902832031 317.6662902832031 None None None +12 1927 0.3174448013305664 319.6767883300781 317.67669677734375 None None None +12 1928 0.3174530565738678 319.6872863769531 317.6871643066406 None None None +12 1929 0.3174051344394684 319.6905517578125 317.6907653808594 None None None +12 1930 0.31739920377731323 319.7173767089844 317.71759033203125 None None None +12 1931 0.31736108660697937 319.7042236328125 317.7046813964844 None None None +12 1932 0.3173150420188904 319.7091369628906 317.7098693847656 None None None +12 1933 0.3173648715019226 319.6849060058594 317.6853332519531 None None None +12 1934 0.3173404932022095 319.6955871582031 317.6961669921875 None None None +12 1935 0.31735071539878845 319.67987060546875 317.680419921875 None None None +12 1936 0.3173050582408905 319.6808166503906 317.681640625 None None None +12 1937 0.31731006503105164 319.6614685058594 317.66229248046875 None None None +12 1938 0.31722384691238403 319.6607971191406 317.6621398925781 None None None +12 1939 0.31719690561294556 319.6422424316406 317.64373779296875 None None None +12 1940 0.3172583281993866 319.647705078125 317.6488342285156 None None None +12 1941 0.31719771027565 319.63519287109375 317.63671875 None None None +12 1942 0.3171961009502411 319.6402893066406 317.6418151855469 None None None +12 1943 0.31719276309013367 319.6439208984375 317.6454772949219 None None None +12 1944 0.31723448634147644 319.6707458496094 317.67205810546875 None None None +12 1945 0.317234069108963 319.7036437988281 317.7049865722656 None None None +12 1946 0.3172354996204376 319.6829833984375 317.684326171875 None None None +12 1947 0.3171800971031189 319.6725158691406 317.6742248535156 None None None +12 1948 0.31718185544013977 319.65960693359375 317.66131591796875 None None None +12 1949 0.3171495199203491 319.64422607421875 317.6461486816406 None None None +12 1950 0.31718406081199646 319.6407165527344 317.6424560546875 None None None +12 1951 0.3171652555465698 319.60394287109375 317.60577392578125 None None None +12 1952 0.317093163728714 319.6136169433594 317.61590576171875 None None None +12 1953 0.3170566260814667 319.6073913574219 317.6098937988281 None None None +12 1954 0.3170546889305115 319.6363220214844 317.6388244628906 None None None +12 1955 0.31707674264907837 319.69696044921875 317.69927978515625 None None None +12 1956 0.31702518463134766 319.6849060058594 317.68756103515625 None None None +12 1957 0.3170892894268036 319.7121887207031 317.7144470214844 None None None +12 1958 0.31713375449180603 319.69012451171875 317.6921081542969 None None None +12 1959 0.317116379737854 319.6656494140625 317.6676940917969 None None None +12 1960 0.31713172793388367 319.6451110839844 317.6470947265625 None None None +12 1961 0.3171149790287018 319.635498046875 317.6375732421875 None None None +12 1962 0.31703710556030273 319.61993408203125 317.6224670410156 None None None +12 1963 0.317027747631073 319.6117248535156 317.61431884765625 None None None +12 1964 0.31703004240989685 319.5959777832031 317.5986022949219 None None None +12 1965 0.31700780987739563 319.6004638671875 317.60321044921875 None None None +12 1966 0.3169764280319214 319.5983581542969 317.6012878417969 None None None +12 1967 0.3169724941253662 319.58221435546875 317.58514404296875 None None None +12 1968 0.31698864698410034 319.56854248046875 317.5714111328125 None None None +12 1969 0.3170159161090851 319.5765686035156 317.5792236328125 None None None +12 1970 0.3170385956764221 319.5887451171875 317.59124755859375 None None None +12 1971 0.31706780195236206 319.6239929199219 317.6263427734375 None None None +12 1972 0.31704071164131165 319.63323974609375 317.6357727050781 None None None +12 1973 0.3169843852519989 319.64300537109375 317.6459045410156 None None None +12 1974 0.3170190453529358 319.6407165527344 317.6434020996094 None None None +12 1975 0.31704121828079224 319.6298828125 317.63238525390625 None None None +12 1976 0.3169916868209839 319.6205749511719 317.6234130859375 None None None +12 1977 0.31702321767807007 319.6461181640625 317.6487731933594 None None None +12 1978 0.3169935345649719 319.63037109375 317.6332092285156 None None None +12 1979 0.31715232133865356 319.6280822753906 317.6299133300781 None None None +12 1980 0.31706929206848145 319.64459228515625 317.6469421386719 None None None +12 1981 0.3171471655368805 319.6280822753906 317.6299133300781 None None None +12 1982 0.3171067237854004 319.6096496582031 317.6117248535156 None None None +12 1983 0.31707561016082764 319.5874938964844 317.5897521972656 None None None +12 1984 0.3170144855976105 319.5743713378906 317.5770263671875 None None None +12 1985 0.3170737028121948 319.591552734375 317.5938415527344 None None None +12 1986 0.3170515298843384 319.57623291015625 317.5786437988281 None None None +12 1987 0.3170031011104584 319.5697021484375 317.5724182128906 None None None +12 1988 0.3170575201511383 319.56298828125 317.5653381347656 None None None +12 1989 0.3171829879283905 319.5689392089844 317.5705261230469 None None None +12 1990 0.3171699345111847 319.5523376464844 317.5539855957031 None None None +12 1991 0.31721606850624084 319.60284423828125 317.60418701171875 None None None +12 1992 0.31715402007102966 319.596435546875 317.5981750488281 None None None +12 1993 0.317189484834671 319.6253662109375 317.62689208984375 None None None +12 1994 0.3172259032726288 319.6679382324219 317.6692199707031 None None None +12 1995 0.31726330518722534 319.6608581542969 317.6618957519531 None None None +12 1996 0.31721141934394836 319.66888427734375 317.67022705078125 None None None +12 1997 0.3171752393245697 319.65435791015625 317.65594482421875 None None None +12 1998 0.3172488808631897 319.6678771972656 317.66900634765625 None None None +12 1999 0.3172648251056671 319.6595153808594 317.6605529785156 None None None +12 2000 0.31727638840675354 319.6921081542969 317.6930847167969 None None None +12 2001 0.317236989736557 319.6712341308594 317.6724548339844 None None None +12 2002 0.3171810209751129 319.6571350097656 317.65875244140625 None None None +12 2003 0.31727805733680725 319.6431579589844 317.6441345214844 None None None +12 2004 0.3173258602619171 319.6584777832031 317.6591491699219 None None None +12 2005 0.31729161739349365 319.6528625488281 317.6537170410156 None None None +12 2006 0.3172634541988373 319.6654968261719 317.66656494140625 None None None +12 2007 0.31723883748054504 319.6832275390625 317.6844482421875 None None None +12 2008 0.31726542115211487 319.6742858886719 317.6753234863281 None None None +12 2009 0.31728395819664 319.6753845214844 317.6763000488281 None None None +12 2010 0.3172612488269806 319.6894836425781 317.69049072265625 None None None +12 2011 0.3173121511936188 319.68157958984375 317.68231201171875 None None None +12 2012 0.3173218071460724 319.65185546875 317.65252685546875 None None None +12 2013 0.317262202501297 319.6764221191406 317.677490234375 None None None +12 2014 0.3172726035118103 319.6864013671875 317.6874084472656 None None None +12 2015 0.3172953724861145 319.7100524902344 317.7109069824219 None None None +12 2016 0.3172750174999237 319.6904296875 317.69140625 None None None +12 2017 0.31727635860443115 319.6637878417969 317.66473388671875 None None None +12 2018 0.3173023462295532 319.634765625 317.63555908203125 None None None +12 2019 0.31724974513053894 319.59930419921875 317.6004638671875 None None None +12 2020 0.31724029779434204 319.61590576171875 317.6170959472656 None None None +12 2021 0.3172590136528015 319.613037109375 317.6141357421875 None None None +12 2022 0.3172870874404907 319.5913391113281 317.5922546386719 None None None +12 2023 0.3173338770866394 319.59161376953125 317.59222412109375 None None None +12 2024 0.3174278140068054 319.6100158691406 317.61004638671875 None None None +12 2025 0.3173690140247345 319.59307861328125 317.5934753417969 None None None +12 2026 0.3173505365848541 319.5893859863281 317.58990478515625 None None None +12 2027 0.3173326849937439 319.57574462890625 317.57635498046875 None None None +12 2028 0.3173395097255707 319.5694580078125 317.570068359375 None None None +12 2029 0.3172845244407654 319.55413818359375 317.5550537109375 None None None +12 2030 0.3172740638256073 319.5451354980469 317.546142578125 None None None +12 2031 0.31729263067245483 319.5485534667969 317.5494689941406 None None None +12 2032 0.3172866106033325 319.55816650390625 317.55908203125 None None None +12 2033 0.3173324763774872 319.5741271972656 317.5747375488281 None None None +12 2034 0.31733784079551697 319.6015625 317.6021423339844 None None None +12 2035 0.3174099326133728 319.577392578125 317.5775451660156 None None None +12 2036 0.31738242506980896 319.6500244140625 317.6503601074219 None None None +12 2037 0.31744295358657837 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319.6768798828125 317.67803955078125 None None None +12 2063 0.31725993752479553 319.6623840332031 317.66351318359375 None None None +12 2064 0.3173491358757019 319.6749572753906 317.6755676269531 None None None +12 2065 0.3172835111618042 319.6396179199219 317.640625 None None None +12 2066 0.3173149824142456 319.66448974609375 317.6653137207031 None None None +12 2067 0.3172966539859772 319.689697265625 317.6906433105469 None None None +12 2068 0.3173172175884247 319.673095703125 317.6739196777344 None None None +12 2069 0.3172997534275055 319.6689758300781 317.669921875 None None None +12 2070 0.3173427879810333 319.6727600097656 317.6734313964844 None None None +12 2071 0.317333459854126 319.7012939453125 317.7020263671875 None None None +12 2072 0.31729620695114136 319.6825256347656 317.6834716796875 None None None +12 2073 0.3172769546508789 319.6726379394531 317.6736755371094 None None None +12 2074 0.31721311807632446 319.6644287109375 317.6658935546875 None None None +12 2075 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0.2770727276802063 314.54833984375 312.80291748046875 None None None +14 1874 0.2769748866558075 314.5368957519531 312.7921142578125 None None None +14 1875 0.2769753634929657 314.56597900390625 312.8211975097656 None None None +14 1876 0.2770036458969116 314.5559997558594 312.81103515625 None None None +14 1877 0.27700695395469666 314.55120849609375 312.80621337890625 None None None +14 1878 0.27700647711753845 314.5608825683594 312.81585693359375 None None None +14 1879 0.27700215578079224 314.5328674316406 312.78790283203125 None None None +14 1880 0.2770136594772339 314.53857421875 312.79351806640625 None None None +14 1881 0.27700525522232056 314.5912780761719 312.84625244140625 None None None +14 1882 0.27703890204429626 314.5809631347656 312.83575439453125 None None None +14 1883 0.277156800031662 314.5681457519531 312.8221435546875 None None None +14 1884 0.2771610915660858 314.5791320800781 312.8330993652344 None None None +14 1885 0.2771696150302887 314.5904846191406 312.8443908691406 None None None +14 1886 0.2771729826927185 314.58575439453125 312.8396301269531 None None None +14 1887 0.27713966369628906 314.5728759765625 312.8269348144531 None None None +14 1888 0.2771177291870117 314.5619201660156 312.81610107421875 None None None +14 1889 0.2770915627479553 314.5567626953125 312.81109619140625 None None None +14 1890 0.27718067169189453 314.5532531738281 312.8070373535156 None None None +14 1891 0.2771531641483307 314.5572814941406 312.811279296875 None None None +14 1892 0.2771070599555969 314.5502014160156 312.8044738769531 None None None +14 1893 0.2771959602832794 314.5318298339844 312.7855529785156 None None None +14 1894 0.277157187461853 314.5107727050781 312.7647705078125 None None None +14 1895 0.2771608531475067 314.5081481933594 312.76214599609375 None None None +14 1896 0.27712899446487427 314.49420166015625 312.7483825683594 None None None +14 1897 0.2771631181240082 314.498779296875 312.75274658203125 None None None +14 1898 0.2771216928958893 314.5040283203125 312.7582702636719 None None None +14 1899 0.27710509300231934 314.47796630859375 312.7322998046875 None None None +14 1900 0.27713796496391296 314.47772216796875 312.7318115234375 None None None +14 1901 0.2771890163421631 314.51287841796875 312.7666320800781 None None None +14 1902 0.27724793553352356 314.5245056152344 312.77789306640625 None None None +14 1903 0.2773892283439636 314.4837341308594 312.7362365722656 None None None +14 1904 0.2773536145687103 314.4714050292969 312.7241516113281 None None None +14 1905 0.27737337350845337 314.51177978515625 312.764404296875 None None None +14 1906 0.2773439288139343 314.5223388671875 312.7751159667969 None None None +14 1907 0.27733805775642395 314.53546142578125 312.78826904296875 None None None +14 1908 0.2773694694042206 314.5233459472656 312.77593994140625 None None None +14 1909 0.27741333842277527 314.5381774902344 312.7904968261719 None None None +14 1910 0.27747842669487 314.54229736328125 312.794189453125 None None None +14 1911 0.2774795591831207 314.61163330078125 312.8634948730469 None None None +14 1912 0.27743789553642273 314.64837646484375 312.9005126953125 None None None +14 1913 0.27743950486183167 314.6573791503906 312.90948486328125 None None None +14 1914 0.277443528175354 314.67138671875 312.9234619140625 None None None +14 1915 0.2774572968482971 314.6828918457031 312.93487548828125 None None None +14 1916 0.2774469256401062 314.68438720703125 312.9364318847656 None None None +14 1917 0.27745863795280457 314.6866149902344 312.9385986328125 None None None +14 1918 0.2774212062358856 314.693115234375 312.94537353515625 None None None +14 1919 0.27736300230026245 314.6984558105469 312.9510498046875 None None None +14 1920 0.2773480713367462 314.6845703125 312.937255859375 None None None +14 1921 0.2773151993751526 314.69207763671875 312.9449768066406 None None None +14 1922 0.2772788107395172 314.66876220703125 312.9219055175781 None None None +14 1923 0.277290940284729 314.6734924316406 312.9265441894531 None None None +14 1924 0.2772621214389801 314.6885681152344 312.94183349609375 None None None +14 1925 0.27723968029022217 314.6718444824219 312.9252624511719 None None None +14 1926 0.27724236249923706 314.6704406738281 312.92388916015625 None None None +14 1927 0.27722451090812683 314.66888427734375 312.92242431640625 None None None +14 1928 0.27724191546440125 314.6998596191406 312.95330810546875 None None None +14 1929 0.27720969915390015 314.65966796875 312.9132995605469 None None None +14 1930 0.2771824896335602 314.6507873535156 312.90460205078125 None None None +14 1931 0.2771216928958893 314.63140869140625 312.8855895996094 None None None +14 1932 0.277060866355896 314.6338195800781 312.8883972167969 None None None +14 1933 0.2770557105541229 314.6067199707031 312.86138916015625 None None None +14 1934 0.27710583806037903 314.60870361328125 312.863037109375 None None None +14 1935 0.27711156010627747 314.5990295410156 312.85333251953125 None None None +14 1936 0.2770515978336334 314.5750732421875 312.8297424316406 None None None +14 1937 0.2770248353481293 314.5661315917969 312.82098388671875 None None None +14 1938 0.2771202325820923 314.58349609375 312.8377380371094 None None None +14 1939 0.27708542346954346 314.580322265625 312.83477783203125 None None None +14 1940 0.27715441584587097 314.5629577636719 312.81695556640625 None None None +14 1941 0.27710169553756714 314.5660400390625 312.82037353515625 None None None +14 1942 0.2770521342754364 314.55841064453125 312.8130798339844 None None None +14 1943 0.27704864740371704 314.5621337890625 312.8168029785156 None None None +14 1944 0.2769727110862732 314.5697326660156 312.8249206542969 None None None +14 1945 0.27695876359939575 314.5705261230469 312.8258056640625 None None None +14 1946 0.2769620418548584 314.6084899902344 312.86370849609375 None None None +14 1947 0.27696728706359863 314.59918212890625 312.8543701171875 None None None +14 1948 0.27692291140556335 314.6223449707031 312.8778076171875 None None None +14 1949 0.2769363224506378 314.6521301269531 312.90753173828125 None None None +14 1950 0.27689895033836365 314.6348876953125 312.89056396484375 None None None +14 1951 0.27701181173324585 314.6250305175781 312.87994384765625 None None None +14 1952 0.27701085805892944 314.635498046875 312.89044189453125 None None None +14 1953 0.27702194452285767 314.63897705078125 312.89385986328125 None None None +14 1954 0.2770155370235443 314.6257019042969 312.880615234375 None None None +14 1955 0.27699708938598633 314.6151428222656 312.87017822265625 None None None +14 1956 0.27705761790275574 314.58685302734375 312.84149169921875 None None None +14 1957 0.2770710289478302 314.6294250488281 312.8840026855469 None None None +14 1958 0.27706554532051086 314.6596984863281 312.9142761230469 None None None +14 1959 0.2770926356315613 314.6396484375 312.8940734863281 None None None +14 1960 0.27704164385795593 314.63427734375 312.8890075683594 None None None +14 1961 0.27703961730003357 314.6221008300781 312.8768310546875 None None None +14 1962 0.27711549401283264 314.6248474121094 312.87908935546875 None None None +14 1963 0.2771020531654358 314.6318054199219 312.88616943359375 None None None +14 1964 0.277066707611084 314.61138916015625 312.865966796875 None None None +14 1965 0.27708950638771057 314.59075927734375 312.84515380859375 None None None +14 1966 0.2770685851573944 314.5638122558594 312.818359375 None None None +14 1967 0.2770889401435852 314.560302734375 312.8147277832031 None None None +14 1968 0.2770792543888092 314.56597900390625 312.8204345703125 None None None +14 1969 0.27707913517951965 314.5380859375 312.7925720214844 None None None +14 1970 0.2770982086658478 314.5339050292969 312.7882385253906 None None None +14 1971 0.27711331844329834 314.5464782714844 312.8006896972656 None None None +14 1972 0.27707257866859436 314.53692626953125 312.79144287109375 None None None +14 1973 0.2771145701408386 314.5549621582031 312.8092041015625 None None None +14 1974 0.27710843086242676 314.56353759765625 312.81781005859375 None None None +14 1975 0.2771237790584564 314.56500244140625 312.8191833496094 None None None +14 1976 0.2770996391773224 314.5451965332031 312.7995300292969 None None None +14 1977 0.27711722254753113 314.5417785644531 312.79595947265625 None None None +14 1978 0.2770969569683075 314.52618408203125 312.7804870605469 None None None +14 1979 0.27709516882896423 314.5026550292969 312.75701904296875 None None None +14 1980 0.2770712375640869 314.5105895996094 312.7651062011719 None None None +14 1981 0.2770441174507141 314.5038757324219 312.758544921875 None None None +14 1982 0.2770669162273407 314.5108947753906 312.76544189453125 None None None +14 1983 0.2771002948284149 314.5395202636719 312.79388427734375 None None None +14 1984 0.2770503759384155 314.5234680175781 312.77813720703125 None None None +14 1985 0.2770344913005829 314.5384521484375 312.7932434082031 None None None +14 1986 0.27713239192962646 314.532958984375 312.7871398925781 None None None +14 1987 0.2772024869918823 314.5306396484375 312.7843933105469 None None None +14 1988 0.2771580219268799 314.52349853515625 312.77752685546875 None None None +14 1989 0.27711254358291626 314.5169677734375 312.7712707519531 None None None +14 1990 0.27709338068962097 314.5470886230469 312.8014831542969 None None None +14 1991 0.2771055996417999 314.5603942871094 312.814697265625 None None None +14 1992 0.27710777521133423 314.58892822265625 312.8431701660156 None None None +14 1993 0.2770897150039673 314.58251953125 312.8368835449219 None None None +14 1994 0.2771030068397522 314.55535888671875 312.8096923828125 None None None +14 1995 0.27707886695861816 314.557861328125 312.81231689453125 None None None +14 1996 0.27703845500946045 314.53997802734375 312.7946472167969 None None None +14 1997 0.2770099639892578 314.51568603515625 312.77056884765625 None None None +14 1998 0.2769680619239807 314.5071105957031 312.7622375488281 None None None +14 1999 0.27697664499282837 314.4952697753906 312.75030517578125 None None None +14 2000 0.27705118060112 314.51904296875 312.77362060546875 None None None +14 2001 0.27702197432518005 314.5381164550781 312.7928771972656 None None None +14 2002 0.2769802510738373 314.5809020996094 312.8359375 None None None +14 2003 0.2770214080810547 314.5744323730469 312.8291931152344 None None None +14 2004 0.27698996663093567 314.580810546875 312.83575439453125 None None None +14 2005 0.27699434757232666 314.5699157714844 312.8248291015625 None None None +14 2006 0.2769109308719635 314.5578308105469 312.8132629394531 None None None +14 2007 0.27689725160598755 314.5658874511719 312.8214416503906 None None None +14 2008 0.2769343852996826 314.5583801269531 312.8136901855469 None None None +14 2009 0.27700233459472656 314.5555419921875 312.8104553222656 None None None +14 2010 0.27693822979927063 314.55218505859375 312.8075256347656 None None None +14 2011 0.27691444754600525 314.53643798828125 312.79193115234375 None None None +14 2012 0.27686750888824463 314.55096435546875 312.8067626953125 None None None +14 2013 0.2768860459327698 314.55645751953125 312.8121337890625 None None None +14 2014 0.2768847942352295 314.56781005859375 312.823486328125 None None None +14 2015 0.2768719494342804 314.58599853515625 312.8417663574219 None None None +14 2016 0.2768758535385132 314.5894470214844 312.8451843261719 None None None +14 2017 0.27691519260406494 314.5817565917969 312.83721923828125 None None None +14 2018 0.27688080072402954 314.54669189453125 312.8023681640625 None None None +14 2019 0.27683374285697937 314.53375244140625 312.7897033691406 None None None +14 2020 0.2768121361732483 314.5251159667969 312.78118896484375 None None None +14 2021 0.2768590450286865 314.5299987792969 312.7857971191406 None None None +14 2022 0.2768622934818268 314.5230712890625 312.7788391113281 None None None +14 2023 0.27690720558166504 314.5099182128906 312.7654113769531 None None None +14 2024 0.2768841087818146 314.5017395019531 312.75738525390625 None None None +14 2025 0.27692359685897827 314.5049133300781 312.76031494140625 None None None +14 2026 0.2769426107406616 314.5348815917969 312.7901306152344 None None None +14 2027 0.2769812047481537 314.53857421875 312.7936096191406 None None None +14 2028 0.2769998610019684 314.5527648925781 312.8076477050781 None None None +14 2029 0.27696067094802856 314.5220642089844 312.7771911621094 None None None +14 2030 0.2769657075405121 314.50091552734375 312.7560119628906 None None None +14 2031 0.27692657709121704 314.5316467285156 312.7869873046875 None None None +14 2032 0.27697688341140747 314.5442199707031 312.79925537109375 None None None +14 2033 0.2769760489463806 314.5575256347656 312.81256103515625 None None None +14 2034 0.2769586741924286 314.5243225097656 312.77947998046875 None None None +14 2035 0.27695316076278687 314.51959228515625 312.7747802734375 None None None +14 2036 0.27698153257369995 314.52117919921875 312.77618408203125 None None None +14 2037 0.2770938277244568 314.5268249511719 312.7811279296875 None None None +14 2038 0.2770458459854126 314.5491638183594 312.8037414550781 None None None +14 2039 0.2770445644855499 314.5360107421875 312.7905578613281 None None None +14 2040 0.27702227234840393 314.529541015625 312.78424072265625 None None None +14 2041 0.27702459692955017 314.54046630859375 312.7951354980469 None None None +14 2042 0.27700772881507874 314.5229187011719 312.7776794433594 None None None +14 2043 0.27699989080429077 314.5170593261719 312.7718811035156 None None None +14 2044 0.27703332901000977 314.5228576660156 312.7774658203125 None None None +14 2045 0.27703073620796204 314.5115966796875 312.7662353515625 None None None +14 2046 0.27700766921043396 314.49169921875 312.7464599609375 None None None +14 2047 0.27702564001083374 314.4786071777344 312.7332458496094 None None None +14 2048 0.2769929766654968 314.4842834472656 312.7391052246094 None None None +14 2049 0.2769573926925659 314.46246337890625 312.717529296875 None None None +14 2050 0.2769899368286133 314.4768981933594 312.73175048828125 None None None +14 2051 0.27698254585266113 314.4569396972656 312.7117919921875 None None None +14 2052 0.27694112062454224 314.4175109863281 312.67266845703125 None None None +14 2053 0.276906818151474 314.4224548339844 312.6778259277344 None None None +14 2054 0.27692991495132446 314.4398193359375 312.6950378417969 None None None +14 2055 0.276918888092041 314.463134765625 312.71844482421875 None None None +14 2056 0.2769066095352173 314.473876953125 312.729248046875 None None None +14 2057 0.276917040348053 314.4664306640625 312.7217102050781 None None None +14 2058 0.2769797444343567 314.45794677734375 312.712890625 None None None +14 2059 0.27696600556373596 314.4781799316406 312.73321533203125 None None None +14 2060 0.2770105302333832 314.4562683105469 312.7110290527344 None None None +14 2061 0.27700385451316833 314.449462890625 312.7042541503906 None None None +14 2062 0.27706149220466614 314.42852783203125 312.6829528808594 None None None +14 2063 0.2771114110946655 314.46099853515625 312.7151184082031 None None None +14 2064 0.27711546421051025 314.4715576171875 312.72564697265625 None None None +14 2065 0.2770935297012329 314.46282958984375 312.7170104980469 None None None +14 2066 0.2771248519420624 314.4692077636719 312.72320556640625 None None None +14 2067 0.27707618474960327 314.45489501953125 312.709228515625 None None None +14 2068 0.2770654857158661 314.4445495605469 312.69891357421875 None None None +14 2069 0.27721378207206726 314.4977111816406 312.75115966796875 None None None +14 2070 0.27722054719924927 314.4999694824219 312.75335693359375 None None None +14 2071 0.27722203731536865 314.482666015625 312.7360534667969 None None None +14 2072 0.27719494700431824 314.4508056640625 312.7043762207031 None None None +14 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None +16 1883 0.2572453022003174 309.6685791015625 308.04730224609375 None None None +16 1884 0.25724413990974426 309.6784973144531 308.0572204589844 None None None +16 1885 0.25723400712013245 309.67205810546875 308.05084228515625 None None None +16 1886 0.25721150636672974 309.6786804199219 308.0575866699219 None None None +16 1887 0.2572016417980194 309.67340087890625 308.0523986816406 None None None +16 1888 0.2571704089641571 309.6541748046875 308.0333557128906 None None None +16 1889 0.25722694396972656 309.64324951171875 308.0220947265625 None None None +16 1890 0.257180780172348 309.6329650878906 308.0121154785156 None None None +16 1891 0.25718018412590027 309.64208984375 308.0212097167969 None None None +16 1892 0.2571335434913635 309.6573486328125 308.03680419921875 None None None +16 1893 0.2571071982383728 309.6324462890625 308.0120849609375 None None None +16 1894 0.25709614157676697 309.6300048828125 308.00970458984375 None None None +16 1895 0.2571435570716858 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1908 0.25725269317626953 309.7974853515625 308.1762390136719 None None None +16 1909 0.2572633624076843 309.7778625488281 308.1565246582031 None None None +16 1910 0.2572669982910156 309.7965393066406 308.1751708984375 None None None +16 1911 0.2572464048862457 309.7802429199219 308.1590270996094 None None None +16 1912 0.25724953413009644 309.76129150390625 308.1400451660156 None None None +16 1913 0.25727495551109314 309.7891845703125 308.16778564453125 None None None +16 1914 0.25728362798690796 309.7718505859375 308.150390625 None None None +16 1915 0.257325142621994 309.7956848144531 308.1739501953125 None None None +16 1916 0.2573380768299103 309.816650390625 308.1948547363281 None None None +16 1917 0.2573164999485016 309.8135681152344 308.19189453125 None None None +16 1918 0.25736889243125916 309.853271484375 308.23126220703125 None None None +16 1919 0.25734803080558777 309.8448486328125 308.2229919433594 None None None +16 1920 0.2574000358581543 309.81951904296875 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0.2569662034511566 309.7422790527344 308.1229248046875 None None None +16 1959 0.25696149468421936 309.7088317871094 308.0895080566406 None None None +16 1960 0.25693315267562866 309.6983337402344 308.07916259765625 None None None +16 1961 0.2569260895252228 309.7453918457031 308.1262512207031 None None None +16 1962 0.2569018602371216 309.7315979003906 308.11260986328125 None None None +16 1963 0.2568947374820709 309.7558288574219 308.1369323730469 None None None +16 1964 0.25691691040992737 309.78045654296875 308.161376953125 None None None +16 1965 0.25695016980171204 309.8096008300781 308.1903076171875 None None None +16 1966 0.2569505274295807 309.8485412597656 308.229248046875 None None None +16 1967 0.2569469213485718 309.8818359375 308.2625732421875 None None None +16 1968 0.2568953335285187 309.86163330078125 308.2426452636719 None None None +16 1969 0.25693991780281067 309.858642578125 308.2394104003906 None None None +16 1970 0.2570226192474365 309.8390197753906 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308.5026550292969 306.9592590332031 None None None +17 1928 0.2449067384004593 308.5009765625 306.9577941894531 None None None +17 1929 0.24491336941719055 308.4959411621094 306.9527587890625 None None None +17 1930 0.24493196606636047 308.48577880859375 306.94244384765625 None None None +17 1931 0.24493345618247986 308.4642639160156 306.9208984375 None None None +17 1932 0.2448873668909073 308.4459533691406 306.90289306640625 None None None +17 1933 0.2448829710483551 308.4324645996094 306.88946533203125 None None None +17 1934 0.24488940834999084 308.43206787109375 306.8890380859375 None None None +17 1935 0.24494482576847076 308.4421691894531 306.8988037109375 None None None +17 1936 0.24496646225452423 308.43115234375 306.8876037597656 None None None +17 1937 0.2449304461479187 308.411376953125 306.86810302734375 None None None +17 1938 0.24496836960315704 308.4106140136719 306.8670959472656 None None None +17 1939 0.24498353898525238 308.4179382324219 306.87432861328125 None None None +17 1940 0.24505102634429932 308.4477844238281 306.9037170410156 None None None +17 1941 0.2450520545244217 308.4385681152344 306.8945007324219 None None None +17 1942 0.24505490064620972 308.42059326171875 306.87652587890625 None None None +17 1943 0.24508626759052277 308.42138671875 306.87713623046875 None None None +17 1944 0.2451072484254837 308.4338073730469 306.889404296875 None None None +17 1945 0.2450762689113617 308.4055480957031 306.8613586425781 None None None +17 1946 0.24506904184818268 308.39825439453125 306.85406494140625 None None None +17 1947 0.24507027864456177 308.4162902832031 306.8721008300781 None None None +17 1948 0.24503575265407562 308.3968200683594 306.8528747558594 None None None +17 1949 0.24501872062683105 308.3747863769531 306.8309631347656 None None None +17 1950 0.24503889679908752 308.3807373046875 306.8367919921875 None None None +17 1951 0.2450348436832428 308.3842468261719 306.84033203125 None None None +17 1952 0.24514862895011902 308.38006591796875 306.8354187011719 None None None +17 1953 0.24513214826583862 308.3623046875 306.8177795410156 None None None +17 1954 0.24517463147640228 308.35498046875 306.8102111816406 None None None +17 1955 0.2452349066734314 308.3584899902344 306.81329345703125 None None None +17 1956 0.2452687919139862 308.3642578125 306.81884765625 None None None +17 1957 0.24523299932479858 308.3592224121094 306.81402587890625 None None None +17 1958 0.2452557533979416 308.3638610839844 306.81854248046875 None None None +17 1959 0.24522554874420166 308.33929443359375 306.7941589355469 None None None +17 1960 0.24526840448379517 308.35626220703125 306.8108825683594 None None None +17 1961 0.24525298178195953 308.3458251953125 306.800537109375 None None None +17 1962 0.24528588354587555 308.3388366699219 306.7933349609375 None None None +17 1963 0.24538272619247437 308.3258361816406 306.77972412109375 None None None +17 1964 0.24538753926753998 308.3395690917969 306.7934265136719 None None None +17 1965 0.245419442653656 308.350341796875 306.803955078125 None None None +17 1966 0.2454419583082199 308.3293762207031 306.7828674316406 None None None +17 1967 0.245459645986557 308.3245849609375 306.7779846191406 None None None +17 1968 0.24555499851703644 308.3164367675781 306.7691955566406 None None None +17 1969 0.2455405592918396 308.2917175292969 306.74456787109375 None None None +17 1970 0.24556118249893188 308.27813720703125 306.7308349609375 None None None +17 1971 0.2455313503742218 308.2868347167969 306.7397766113281 None None None +17 1972 0.245487779378891 308.2849426269531 306.7381591796875 None None None +17 1973 0.24548864364624023 308.29937744140625 306.7525939941406 None None None +17 1974 0.2454763948917389 308.28594970703125 306.73919677734375 None None None +17 1975 0.24544386565685272 308.2892761230469 306.7427673339844 None None None +17 1976 0.24542929232120514 308.2500915527344 306.7036437988281 None None None +17 1977 0.24545134603977203 308.24432373046875 306.69769287109375 None None None +17 1978 0.2455059140920639 308.226318359375 306.67938232421875 None None None +17 1979 0.24544015526771545 308.1902770996094 306.64373779296875 None None None +17 1980 0.24542446434497833 308.164306640625 306.6178894042969 None None None +17 1981 0.24542392790317535 308.1712951660156 306.6248779296875 None None None +17 1982 0.2454824447631836 308.1983337402344 306.6515808105469 None None None +17 1983 0.2454860657453537 308.21295166015625 306.6661682128906 None None None +17 1984 0.245500847697258 308.1943664550781 306.6474914550781 None None None +17 1985 0.24550190567970276 308.20147705078125 306.6545715332031 None None None +17 1986 0.24550899863243103 308.18182373046875 306.6349182128906 None None None +17 1987 0.24551787972450256 308.19708251953125 306.65008544921875 None None None +17 1988 0.24551920592784882 308.2123107910156 306.6653137207031 None None None +17 1989 0.24553847312927246 308.2110900878906 306.6639709472656 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None +18 1966 0.23305262625217438 305.49774169921875 304.0296325683594 None None None +18 1967 0.23304244875907898 305.5161437988281 304.048095703125 None None None +18 1968 0.23299293220043182 305.4925231933594 304.0247802734375 None None None +18 1969 0.23329204320907593 305.4900207519531 304.0203857421875 None None None +18 1970 0.23328760266304016 305.4937438964844 304.02410888671875 None None None +18 1971 0.2332843393087387 305.4865417480469 304.0169677734375 None None None +18 1972 0.2332807332277298 305.4989929199219 304.0294494628906 None None None +18 1973 0.23328711092472076 305.4779357910156 304.0083312988281 None None None +18 1974 0.23334674537181854 305.4937438964844 304.02374267578125 None None None +18 1975 0.23333223164081573 305.51556396484375 304.0456237792969 None None None +18 1976 0.23331332206726074 305.51654052734375 304.0467529296875 None None None +18 1977 0.23327340185642242 305.5004577636719 304.0308837890625 None None None +18 1978 0.2332620620727539 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301.87396240234375 None None None +19 1870 0.22484715282917023 303.2919006347656 301.87530517578125 None None None +19 1871 0.22481445968151093 303.28668212890625 301.8703308105469 None None None +19 1872 0.22477784752845764 303.2847900390625 301.8686828613281 None None None +19 1873 0.2247803658246994 303.2691650390625 301.8530578613281 None None None +19 1874 0.22479762136936188 303.26513671875 301.8489074707031 None None None +19 1875 0.22477613389492035 303.25616455078125 301.840087890625 None None None +19 1876 0.22475862503051758 303.2572937011719 301.8413391113281 None None None +19 1877 0.2247459441423416 303.23236083984375 301.8164978027344 None None None +19 1878 0.22473745048046112 303.23968505859375 301.8238830566406 None None None +19 1879 0.2247394323348999 303.2583923339844 301.8425598144531 None None None +19 1880 0.2247878462076187 303.2640075683594 301.847900390625 None None None +19 1881 0.22484596073627472 303.295654296875 301.879150390625 None None None +19 1882 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303.3026428222656 301.88580322265625 None None None +19 1920 0.22496367990970612 303.2899169921875 301.8726501464844 None None None +19 1921 0.22498057782649994 303.29815673828125 301.8807678222656 None None None +19 1922 0.2249935120344162 303.3083801269531 301.89093017578125 None None None +19 1923 0.2250463366508484 303.2912902832031 301.8735046386719 None None None +19 1924 0.22505290806293488 303.28497314453125 301.86712646484375 None None None +19 1925 0.2250601202249527 303.28155517578125 301.8636474609375 None None None +19 1926 0.2250387966632843 303.2951354980469 301.8773498535156 None None None +19 1927 0.2250506579875946 303.2901916503906 301.87237548828125 None None None +19 1928 0.2250271439552307 303.3159484863281 301.89825439453125 None None None +19 1929 0.22505825757980347 303.3661804199219 301.94830322265625 None None None +19 1930 0.22507449984550476 303.36651611328125 301.9485168457031 None None None +19 1931 0.22511723637580872 303.34173583984375 301.9234619140625 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303.3563537597656 301.9378967285156 None None None +19 1945 0.22510114312171936 303.385986328125 301.9677734375 None None None +19 1946 0.22507546842098236 303.3897705078125 301.9717102050781 None None None +19 1947 0.22503776848316193 303.3800048828125 301.9621887207031 None None None +19 1948 0.22502321004867554 303.3619384765625 301.9442138671875 None None None +19 1949 0.2249726802110672 303.3859558105469 301.9685363769531 None None None +19 1950 0.2249511033296585 303.37469482421875 301.9573669433594 None None None +19 1951 0.22506095468997955 303.3939514160156 301.9759826660156 None None None +19 1952 0.22511233389377594 303.3923034667969 301.9739990234375 None None None +19 1953 0.22507478296756744 303.3836364746094 301.9656066894531 None None None +19 1954 0.2250879406929016 303.39373779296875 301.9756164550781 None None None +19 1955 0.22510533034801483 303.3648376464844 301.9466247558594 None None None +19 1956 0.2250782996416092 303.35833740234375 301.9402770996094 None None None +19 1957 0.22503329813480377 303.357666015625 301.93994140625 None None None +19 1958 0.2250172197818756 303.3649597167969 301.9472961425781 None None None +19 1959 0.22496353089809418 303.3561706542969 301.9388732910156 None None None +19 1960 0.2249937355518341 303.3507080078125 301.9331970214844 None None None +19 1961 0.2250402569770813 303.3677062988281 301.9499206542969 None None None +19 1962 0.22501567006111145 303.36669921875 301.94903564453125 None None None +19 1963 0.22498509287834167 303.3550109863281 301.93756103515625 None None None +19 1964 0.22495880722999573 303.3509521484375 301.9336853027344 None None None +19 1965 0.22493696212768555 303.3484802246094 301.9313659667969 None None None +19 1966 0.22490328550338745 303.35089111328125 301.9339904785156 None None None +19 1967 0.22487670183181763 303.41522216796875 301.99847412109375 None None None +19 1968 0.22485746443271637 303.4416198730469 302.0249938964844 None None None +19 1969 0.2248530089855194 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303.436767578125 302.0187072753906 None None None +19 1995 0.22505907714366913 303.4464111328125 302.0284423828125 None None None +19 1996 0.2250848412513733 303.4779052734375 302.0597839355469 None None None +19 1997 0.22511279582977295 303.47967529296875 302.0614013671875 None None None +19 1998 0.22509725391864777 303.4918518066406 302.0736999511719 None None None +19 1999 0.22509604692459106 303.4754638671875 302.0573425292969 None None None +19 2000 0.22509418427944183 303.4924011230469 302.0742492675781 None None None +19 2001 0.22506843507289886 303.49627685546875 302.0782470703125 None None None +19 2002 0.22509819269180298 303.5207824707031 302.1025695800781 None None None +19 2003 0.22514528036117554 303.5511779785156 302.1326904296875 None None None +19 2004 0.2251327782869339 303.569091796875 302.1506652832031 None None None +19 2005 0.22511042654514313 303.5673828125 302.14910888671875 None None None +19 2006 0.22512520849704742 303.5619812011719 302.14361572265625 None 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a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd985b6df70dde568088b6ad94b301bc8d63aa41 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-16 23:39:26.123772: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:28.805837: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:28.811296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-16 23:39:29.561710: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-16 23:39:29.561808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:29.581759: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:29.581813: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:29.592391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:29.597328: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:29.614466: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:29.619050: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:29.620049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:29.651375: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:29.651782: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-16 23:39:29.653247: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-16 23:39:29.672954: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-16 23:39:29.673137: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:29.673205: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-16 23:39:29.673233: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-16 23:39:29.673256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-16 23:39:29.673278: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-16 23:39:29.673301: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-16 23:39:29.673322: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-16 23:39:29.673344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-16 23:39:29.716478: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-16 23:39:29.718043: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-16 23:39:32.526033: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-16 23:39:32.526129: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-16 23:39:32.526145: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-16 23:39:32.576603: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-07-16 23:39:33.851418: 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.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..e11785287500057b577404b4ad26114134ca3984 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/bias_model_scaled diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet.params.json b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..4ded349ad94f02d25d38383ccbd80fa658d15ad9 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "6.3", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_data_params.tsv b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..e22f0a7479ea92fa5cf1bb7119e153914891725f --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 7.0 +counts_sum_max_thresh 2686.0 +trainings_pts_post_thresh 174244 diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb9a9b931c0afaaf87eeb43d552044f0b67e001e --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-17 13:04:14.093944: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:17.139404: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:17.143063: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-17 13:04:18.169982: 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 +2023-07-17 13:04:18.170044: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:18.193111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:18.193213: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:18.203863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:18.208847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:18.227470: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:18.233599: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:18.235474: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:18.279578: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:18.279991: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-17 13:04:18.281093: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-17 13:04:18.300652: 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 +2023-07-17 13:04:18.300868: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:18.301059: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-17 13:04:18.301103: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-17 13:04:18.301124: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-17 13:04:18.301143: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-17 13:04:18.301160: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-17 13:04:18.301176: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-17 13:04:18.301193: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-17 13:04:18.344733: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-17 13:04:18.346608: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-17 13:04:20.947441: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-17 13:04:20.947602: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-17 13:04:20.947625: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-17 13:04:20.956033: 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) +2023-07-17 13:04:24.125119: 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.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccad6d211f1773072f4657a87cd6bf9613283fbf --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/chrombpnet diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_model_params.tsv b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..591f8e3af48d88a0cb82920cdf427f41200a9ca7 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 6.3 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..500b3a8e91cf4677599d94b000a06a8303c688c8 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..500b3a8e91cf4677599d94b000a06a8303c688c8 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.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//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.epoch_loss.csv b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e9372951696cc326c6c208ea0b148c9617e96e0 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.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 +0,1.2011492252349854,355.3392639160156,362.9073486328125,0.4077679216861725,312.908935546875,315.47796630859375 +1,0.5152484178543091,339.1447448730469,342.3914489746094,0.4859180152416229,310.6470031738281,313.7079772949219 +2,0.4554798901081085,334.20635986328125,337.0761413574219,0.4799840450286865,308.17437744140625,311.1981506347656 +3,0.43469515442848206,331.11871337890625,333.8573303222656,0.3384908437728882,306.1148986816406,308.24737548828125 +4,0.4042944014072418,328.6116638183594,331.1588439941406,0.32664141058921814,305.4311828613281,307.4891662597656 +5,0.3840419352054596,326.54742431640625,328.9666748046875,0.3438156247138977,304.914306640625,307.08038330078125 +6,0.3715166747570038,324.4189453125,326.7593078613281,0.3064637780189514,306.2008972167969,308.1316223144531 +7,0.35577768087387085,323.2598571777344,325.500732421875,0.3368743658065796,305.77569580078125,307.89788818359375 +8,0.34868356585502625,321.999267578125,324.1962890625,0.31551051139831543,305.0311584472656,307.0188293457031 +9,0.3358044922351837,320.27362060546875,322.3892517089844,0.30137237906455994,305.2508239746094,307.1492614746094 +10,0.3287908732891083,319.74700927734375,321.8187255859375,0.2968560755252838,304.4610290527344,306.3312072753906 +11,0.31791993975639343,319.1508483886719,321.1535949707031,0.3382832407951355,305.04168701171875,307.1729736328125 +12,0.3163430988788605,317.865478515625,319.8585510253906,0.3049408793449402,305.99200439453125,307.9133605957031 +13,0.30890485644340515,317.59393310546875,319.53997802734375,0.29130005836486816,306.90692138671875,308.74212646484375 +14,0.2763480842113495,312.33197021484375,314.0733642578125,0.2890145778656006,303.3062744140625,305.1270751953125 +15,0.26167529821395874,309.4377136230469,311.08660888671875,0.28326255083084106,304.04168701171875,305.826171875 +16,0.25634118914604187,308.02490234375,309.6402282714844,0.28722888231277466,304.7026672363281,306.5123596191406 +17,0.245601624250412,306.53173828125,308.07940673828125,0.2855837047100067,305.526611328125,307.32574462890625 +18,0.2324928492307663,303.7183532714844,305.1826477050781,0.28682389855384827,305.1181945800781,306.9251403808594 +19,0.22494231164455414,301.9986267089844,303.4162292480469,0.28898197412490845,305.76220703125,307.5828552246094 diff --git a/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stderr.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..1019916481044174f41288656eec9bc0637f70c7 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stderr.txt @@ -0,0 +1,328 @@ +2022-10-07 01:02:49.862658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:12:39.426988: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:12:39.428850: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:12:39.789602: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:12:39.789773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:12:39.821585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:12:39.821828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:12:39.839342: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:12:39.847701: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:12:39.875837: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:12:39.883821: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:12:39.885953: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:12:39.891639: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:12:39.892261: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:12:39.892409: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:12:39.894352: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:12:39.894511: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:12:39.894562: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:12:39.894585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:12:39.894605: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:12:39.894623: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:12:39.894642: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:12:39.894660: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:12:39.894680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:12:39.898196: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:12:39.900417: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:12:42.021665: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:12:42.021827: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:12:42.021844: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:12:42.030453: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +2022-10-07 01:12:43.855231: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:12:43.866993: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 01:12:44.116984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:12:46.263123: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:12:46.275150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:13:23.313500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:13:25.608354: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:13:25.609399: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 01:13:25.930175: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:13:25.930308: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:13:25.933158: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:13:25.933328: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:13:25.934653: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:13:25.934920: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:13:25.937859: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:13:25.938670: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:13:25.938855: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:13:25.940750: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:13:25.941162: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 01:13:25.941268: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 01:13:25.942199: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 01:13:25.942261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:13:25.942303: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:13:25.942323: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:13:25.942342: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 01:13:25.942361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 01:13:25.942379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 01:13:25.942397: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 01:13:25.942415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:13:25.944089: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 01:13:25.944143: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 01:13:26.580696: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 01:13:26.580841: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 01:13:26.580857: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 01:13:26.584578: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +2022-10-07 01:22:08.549234: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 01:22:08.549876: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 01:22:10.537622: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 01:22:11.145066: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 01:22:11.166739: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 01:22:15.235585: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-07 03:39:51.433325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:39:54.367759: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:39:54.368940: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:39:54.506159: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:39:54.506280: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:39:54.508856: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:39:54.508914: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:39:54.510113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:39:54.510330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:39:54.513235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:39:54.513811: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:39:54.513961: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:39:54.517723: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:39:54.518135: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:39:54.518220: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:39:54.520618: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:39:54.520646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:39:54.520669: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:39:54.520689: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:39:54.520707: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:39:54.520725: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:39:54.520743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:39:54.520761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:39:54.520778: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:39:54.524037: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:39:54.524079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:39:55.095809: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:39:55.095941: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:39:55.095955: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:39:55.099459: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +2022-10-07 03:41:35.636428: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:41:35.640603: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 03:41:35.735674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:41:36.298292: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:41:36.300680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 03:44:11.973257: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:44:14.622691: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:44:14.623653: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:44:14.756500: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:44:14.756620: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:44:14.759180: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:44:14.759236: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:44:14.760572: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:44:14.760791: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:44:14.763481: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:44:14.764066: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:44:14.764214: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:44:14.767698: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:44:14.768206: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:44:14.768326: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:44:14.770007: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:44:14.770034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:44:14.770061: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:44:14.770079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:44:14.770095: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:44:14.770110: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:44:14.770125: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:44:14.770140: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:44:14.770155: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:44:14.773393: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:44:14.773427: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:44:15.342225: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:44:15.342355: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:44:15.342369: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:44:15.345872: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 03:45:45.440374: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:45:45.444006: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 03:45:45.591264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:45:46.112150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:45:46.113978: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 03:48:09.978296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:48:12.650856: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:48:12.651813: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:48:12.740395: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:48:12.740528: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:48:12.743222: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:48:12.743281: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:48:12.744458: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:48:12.744673: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:48:12.747613: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:48:12.748299: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:48:12.748472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:48:12.751969: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:48:12.752394: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:48:12.752483: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:48:12.754150: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:48:12.754178: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:48:12.754200: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:48:12.754219: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:48:12.754263: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:48:12.754282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:48:12.754299: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:48:12.754316: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:48:12.754333: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:48:12.757593: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:48:12.757630: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:48:13.316240: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:48:13.316371: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:48:13.316385: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:48:13.319968: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +2022-10-07 03:49:43.042978: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:49:43.045011: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 03:49:43.086888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:49:43.648714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:49:43.650486: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-07 03:51:04.401267: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:51:05.695496: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:51:05.696396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:51:05.782699: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:51:05.782825: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:51:05.785335: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:51:05.785391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:51:05.786535: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:51:05.786747: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:51:05.789373: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:51:05.789938: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:51:05.790095: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:51:05.791904: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:51:05.792253: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:51:05.792339: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:51:05.793228: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:51:05.793259: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:51:05.793278: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:51:05.793295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:51:05.793312: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:51:05.793329: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:51:05.793345: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:51:05.793361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:51:05.793377: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:51:05.795031: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:51:05.795074: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:51:06.340134: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:51:06.340299: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:51:06.340314: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:51:06.343890: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-07 03:51:24.415241: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:51:24.415909: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 03:51:24.638601: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:51:25.252659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:51:25.254650: 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/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_4//footprints’: File exists +2022-10-07 03:53:15.348201: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:53:16.651758: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:53:16.652651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-07 03:53:16.764614: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:53:16.764733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:53:16.767195: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:53:16.767253: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:53:16.768409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:53:16.768616: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:53:16.771405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:53:16.771962: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:53:16.772122: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:53:16.775483: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:53:16.775822: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-07 03:53:16.775907: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-07 03:53:16.777588: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:0a:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-07 03:53:16.777648: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:53:16.777668: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:53:16.777685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:53:16.777702: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-07 03:53:16.777718: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-07 03:53:16.777734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-07 03:53:16.777750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-07 03:53:16.777766: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-07 03:53:16.780986: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-07 03:53:16.781026: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-07 03:53:17.350315: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-07 03:53:17.350454: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-07 03:53:17.350468: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-07 03:53:17.353860: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:0a:00.0, compute capability: 8.0) +2022-10-07 03:53:35.229046: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-07 03:53:35.229680: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-07 03:53:35.386295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-07 03:53:36.036193: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-07 03:53:36.038154: 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.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stdout.txt b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcfbc3fe2bec7777a1302dda174246d308879bc9 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR541PUY/logfile.modelling.fold_4.ENCSR541PUY.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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