diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..abab30b5aab05ea0a2000b1e7426f36d77e3f186 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,12 @@ 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_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR355WAJ/logfile.modelling.fold_1.ENCSR355WAJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR355WAJ/logfile.modelling.fold_4.ENCSR355WAJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR355WAJ/logfile.modelling.fold_4.ENCSR355WAJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR355WAJ/logfile.modelling.fold_3.ENCSR355WAJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR355WAJ/logfile.modelling.fold_3.ENCSR355WAJ.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text diff --git a/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.args.json b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.args.json new file mode 100644 index 0000000000000000000000000000000000000000..65eb7974bc34f70cac4080b3a4cf7941d354893d --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombpnet_model_encsr880cub_bias//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/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": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..1619c8e95a3e1df3bf060d1b2d7188847d749219 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.batch_loss.tsv @@ -0,0 +1,34161 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 4.1475067138671875 1342.5802001953125 1236.404052734375 None None None +0 1 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1241.5533447265625 1153.6600341796875 None None None +0 1783 3.431948661804199 1241.4266357421875 1153.5697021484375 None None None +0 1784 3.430595874786377 1241.5115966796875 1153.689208984375 None None None +0 1785 3.4291419982910156 1241.498291015625 1153.713134765625 None None None +0 1786 3.42771315574646 1241.405029296875 1153.656494140625 None None None +0 1787 3.4262847900390625 1241.195556640625 1153.483642578125 None None None +0 1788 3.424731731414795 1241.02685546875 1153.354736328125 None None None +0 1789 3.4232239723205566 1240.81982421875 1153.186279296875 None None None +0 1790 3.4219231605529785 1240.6611328125 1153.0609130859375 None None None +0 1791 3.4204840660095215 1240.460205078125 1152.8968505859375 None None None +0 1792 3.419083833694458 1240.4267578125 1152.899169921875 None None None +0 1793 3.4179928302764893 1240.31005859375 1152.8104248046875 None None None +0 1794 3.4167826175689697 1240.1666259765625 1152.6978759765625 None None None +0 1795 3.415601968765259 1239.996826171875 1152.558349609375 None None None +0 1796 3.414226531982422 1239.847900390625 1152.4447021484375 None None None +0 1797 3.4129953384399414 1239.597412109375 1152.2255859375 None None None +0 1798 3.41178035736084 1239.5267333984375 1152.18603515625 None None None +0 1799 3.410341501235962 1239.2825927734375 1151.9786376953125 None None None +0 1800 3.4089226722717285 1239.232666015625 1151.965087890625 None None None +0 1801 3.407588005065918 1239.1148681640625 1151.8814697265625 None None None +0 1802 3.4062438011169434 1238.9166259765625 1151.717529296875 None None None +0 1803 3.4048492908477783 1238.9088134765625 1151.745361328125 None None None +0 1804 3.403632402420044 1238.7642822265625 1151.632080078125 None None None +0 1805 3.402299404144287 1238.5997314453125 1151.501708984375 None None None +0 1806 3.4011731147766113 1238.5799560546875 1151.5107421875 None None None +0 1807 3.3999061584472656 1238.598388671875 1151.5616455078125 None None None +0 1808 3.3985342979431152 1238.4765625 1151.474853515625 None None None +0 1809 3.3971107006073 1238.486083984375 1151.5208740234375 None None None +0 1810 3.395970106124878 1238.457763671875 1151.521728515625 None None None +0 1811 3.3945727348327637 1238.3143310546875 1151.4139404296875 None None None +0 1812 3.393223762512207 1238.082763671875 1151.2169189453125 None None None +0 1813 3.3919007778167725 1238.148681640625 1151.3167724609375 None None None +0 1814 3.39042067527771 1238.0965576171875 1151.3026123046875 None None None +0 1815 3.3894283771514893 1238.0233154296875 1151.254638671875 None None None +0 1816 3.388038396835327 1238.0445556640625 1151.3115234375 None None None +0 1817 3.386850357055664 1237.96875 1151.26611328125 None None None +0 1818 3.3854799270629883 1237.9356689453125 1151.26806640625 None None None +0 1819 3.38417911529541 1237.89697265625 1151.2625732421875 None None None +0 1820 3.3829050064086914 1237.9296875 1151.327880859375 None None None +0 1821 3.3816027641296387 1238.0118408203125 1151.443359375 None None None +0 1822 3.3804521560668945 1237.886474609375 1151.3475341796875 None None None +0 1823 3.3791661262512207 1237.8116455078125 1151.3056640625 None None None +0 1824 3.3779077529907227 1237.876220703125 1151.4024658203125 None None None +0 1825 3.3765976428985596 1237.861328125 1151.4210205078125 None None None +0 1826 3.3750922679901123 1237.9207763671875 1151.5191650390625 None None None +0 1827 3.373847246170044 1237.83154296875 1151.4617919921875 None None None +0 1828 3.3725695610046387 1237.6904296875 1151.353271484375 None None None +0 1829 3.371216058731079 1237.76123046875 1151.458740234375 None None None +0 1830 3.369847536087036 1237.598876953125 1151.331298828125 None None None +0 1831 3.368452548980713 1237.466064453125 1151.234130859375 None None None +0 1832 3.3672330379486084 1237.405517578125 1151.204833984375 None None None +0 1833 3.365841865539551 1237.3052978515625 1151.1402587890625 None None None +0 1834 3.364733934402466 1237.1793212890625 1151.042724609375 None None None +0 1835 3.363291025161743 1236.9288330078125 1150.8292236328125 None None None +0 1836 3.361985683441162 1236.890869140625 1150.82470703125 None None None +0 1837 3.360743284225464 1236.9566650390625 1150.92236328125 None None None +0 1838 3.359532117843628 1236.8397216796875 1150.8363037109375 None None None +0 1839 3.3581416606903076 1236.729736328125 1150.761962890625 None None None +0 1840 3.356769561767578 1236.6002197265625 1150.6676025390625 None None None +0 1841 3.3556008338928223 1236.6400146484375 1150.7373046875 None None None +0 1842 3.3544812202453613 1236.6214599609375 1150.747314453125 None None None +0 1843 3.3532450199127197 1236.774169921875 1150.931640625 None None None +0 1844 3.351989507675171 1236.68115234375 1150.8707275390625 None None None +0 1845 3.350621461868286 1236.520751953125 1150.7454833984375 None None None +0 1846 3.3493452072143555 1236.2703857421875 1150.5277099609375 None None None +0 1847 3.347905397415161 1236.1357421875 1150.4300537109375 None None None +0 1848 3.3466782569885254 1236.1416015625 1150.4674072265625 None None None +0 1849 3.3453614711761475 1236.149658203125 1150.5091552734375 None None None +0 1850 3.344081163406372 1235.9407958984375 1150.3331298828125 None None None +0 1851 3.342756748199463 1235.8817138671875 1150.3079833984375 None None None +0 1852 3.3414382934570312 1235.7833251953125 1150.2432861328125 None None None +0 1853 3.339980125427246 1235.6253662109375 1150.12255859375 None None None +0 1854 3.338502883911133 1235.458984375 1149.9940185546875 None None None +0 1855 3.337177038192749 1235.3604736328125 1149.929443359375 None None None +0 1856 3.3360259532928467 1235.5279541015625 1150.1265869140625 None None None +0 1857 3.3346850872039795 1235.5205078125 1150.1534423828125 None None None +0 1858 3.3334343433380127 1235.5029296875 1150.1678466796875 None None None +0 1859 3.3322627544403076 1235.704833984375 1150.3997802734375 None None None +0 1860 3.330915689468384 1235.44677734375 1150.17626953125 None None None +0 1861 3.3296854496002197 1235.231201171875 1149.9920654296875 None None None +0 1862 3.3284225463867188 1235.0887451171875 1149.8819580078125 None None None +0 1863 3.3271286487579346 1235.0386962890625 1149.864990234375 None None None +0 1864 3.32574462890625 1234.8804931640625 1149.7423095703125 None None None +0 1865 3.3247721195220947 1235.0760498046875 1149.9627685546875 None None None +0 1866 3.323390245437622 1234.925537109375 1149.8477783203125 None None None +0 1867 3.3219988346099854 1234.896484375 1149.8543701171875 None None None +0 1868 3.3207850456237793 1234.7911376953125 1149.7801513671875 None None None +0 1869 3.3198459148406982 1234.73486328125 1149.747802734375 None None None +0 1870 3.3186402320861816 1234.4891357421875 1149.5330810546875 None None None +0 1871 3.3172643184661865 1234.3819580078125 1149.461181640625 None None None +0 1872 3.315991163253784 1234.2889404296875 1149.40087890625 None None None +0 1873 3.3149213790893555 1234.1868896484375 1149.326171875 None None None +0 1874 3.313823699951172 1234.1396484375 1149.30712890625 None None None +0 1875 3.3127613067626953 1234.087158203125 1149.2818603515625 None None None +0 1876 3.311505079269409 1234.0400390625 1149.2669677734375 None None None +0 1877 3.3104188442230225 1233.97265625 1149.2274169921875 None None None +0 1878 3.3093996047973633 1233.8275146484375 1149.1085205078125 None None None +0 1879 3.3081154823303223 1233.7977294921875 1149.111572265625 None None None +0 1880 3.3067972660064697 1233.789794921875 1149.137451171875 None None None +0 1881 3.3054568767547607 1233.6876220703125 1149.069580078125 None None None +0 1882 3.3044633865356445 1233.755859375 1149.1632080078125 None None None +0 1883 3.3033194541931152 1233.64208984375 1149.0787353515625 None None None +0 1884 3.3022561073303223 1233.6053466796875 1149.0692138671875 None None None +0 1885 3.301135301589966 1233.5836181640625 1149.076416015625 None None None +0 1886 3.299903154373169 1233.4609375 1148.985107421875 None None None +0 1887 3.2987115383148193 1233.392333984375 1148.947021484375 None None None +0 1888 3.2975146770477295 1233.3341064453125 1148.9193115234375 None None None +0 1889 3.2963781356811523 1233.29248046875 1148.9068603515625 None None None +0 1890 3.2953083515167236 1233.1260986328125 1148.7677001953125 None None None +0 1891 3.2939627170562744 1233.0772705078125 1148.7532958984375 None None None +0 1892 3.292783498764038 1233.033935546875 1148.7401123046875 None None None +0 1893 3.291513442993164 1232.972412109375 1148.7110595703125 None None None +0 1894 3.2902839183807373 1232.9288330078125 1148.6990966796875 None None None +0 1895 3.289160966873169 1232.8695068359375 1148.6685791015625 None None None +0 1896 3.2878499031066895 1232.69921875 1148.5318603515625 None None None +0 1897 3.2865982055664062 1232.6571044921875 1148.5218505859375 None None None +0 1898 3.2853176593780518 1232.617431640625 1148.5147705078125 None None None +0 1899 3.2841458320617676 1232.5526123046875 1148.47998046875 None None None +0 1900 3.282989263534546 1232.36865234375 1148.32568359375 None None None +0 1901 3.281695604324341 1232.2969970703125 1148.2872314453125 None None None +0 1902 3.280771017074585 1232.17236328125 1148.186279296875 None None None +0 1903 3.279392957687378 1232.0531005859375 1148.1021728515625 None None None +0 1904 3.27825665473938 1232.1978759765625 1148.276123046875 None None None +0 1905 3.2771048545837402 1232.130615234375 1148.2384033203125 None None None +0 1906 3.2759389877319336 1232.046875 1148.1845703125 None None None +0 1907 3.274648904800415 1231.912109375 1148.082763671875 None None None +0 1908 3.2733092308044434 1231.88134765625 1148.08642578125 None None None +0 1909 3.2720327377319336 1231.8624267578125 1148.10009765625 None None None +0 1910 3.270817995071411 1231.8116455078125 1148.08056640625 None None None +0 1911 3.2695586681365967 1231.7032470703125 1148.0042724609375 None None None +0 1912 3.268317699432373 1231.70263671875 1148.0352783203125 None None None +0 1913 3.26703143119812 1231.595703125 1147.9613037109375 None None None +0 1914 3.265857458114624 1231.61962890625 1148.01513671875 None None None +0 1915 3.2646303176879883 1231.5352783203125 1147.9622802734375 None None None +0 1916 3.263522148132324 1231.3941650390625 1147.8494873046875 None None None +0 1917 3.2622129917144775 1231.2552490234375 1147.7440185546875 None None None +0 1918 3.2608609199523926 1231.0963134765625 1147.6197509765625 None None None +0 1919 3.2595670223236084 1231.049560546875 1147.60595703125 None None None +0 1920 3.2586166858673096 1231.0809326171875 1147.66162109375 None None None +0 1921 3.257504463195801 1231.0716552734375 1147.680908203125 None None None +0 1922 3.2564799785614014 1231.0821533203125 1147.717529296875 None None None +0 1923 3.2552778720855713 1231.0679931640625 1147.734375 None None None +0 1924 3.2541375160217285 1231.1375732421875 1147.833251953125 None None None +0 1925 3.252992868423462 1231.19384765625 1147.9188232421875 None None None +0 1926 3.2517266273498535 1231.07080078125 1147.8282470703125 None None None +0 1927 3.25083589553833 1231.131591796875 1147.9117431640625 None None None +0 1928 3.2496328353881836 1231.1307373046875 1147.941650390625 None None None +0 1929 3.248333692550659 1231.029541015625 1147.873779296875 None None None +0 1930 3.2470383644104004 1230.8748779296875 1147.7523193359375 None None None +0 1931 3.2458627223968506 1230.7999267578125 1147.7073974609375 None None None +0 1932 3.2447738647460938 1230.6619873046875 1147.5972900390625 None None None +0 1933 3.2435178756713867 1230.531005859375 1147.4984130859375 None None None +0 1934 3.242215633392334 1230.4613037109375 1147.462158203125 None None None +0 1935 3.2411046028137207 1230.4002685546875 1147.429443359375 None None None +0 1936 3.2400450706481934 1230.4454345703125 1147.501708984375 None None None +0 1937 3.238905429840088 1230.2994384765625 1147.3848876953125 None None None +0 1938 3.2377405166625977 1230.236572265625 1147.3519287109375 None None None +0 1939 3.236689567565918 1230.2442626953125 1147.386474609375 None None None +0 1940 3.235774517059326 1230.0972900390625 1147.2628173828125 None None None +0 1941 3.234694719314575 1230.1663818359375 1147.359619140625 None None None +0 1942 3.2335116863250732 1230.1722412109375 1147.3958740234375 None None None +0 1943 3.2322423458099365 1230.090087890625 1147.3463134765625 None None None +0 1944 3.230982780456543 1230.0384521484375 1147.3267822265625 None None None +0 1945 3.2298128604888916 1229.984375 1147.302734375 None None None +0 1946 3.22870135307312 1229.9302978515625 1147.2769775390625 None None None +0 1947 3.227574110031128 1229.87158203125 1147.2471923828125 None None None +0 1948 3.2263681888580322 1229.796142578125 1147.20263671875 None None None +0 1949 3.2254796028137207 1229.6300048828125 1147.0592041015625 None None None +0 1950 3.224479913711548 1229.766845703125 1147.2215576171875 None None None +0 1951 3.22337007522583 1229.802978515625 1147.2862548828125 None None None +0 1952 3.2221624851226807 1229.70947265625 1147.2236328125 None None None +0 1953 3.2211098670959473 1229.588134765625 1147.1290283203125 None None None +0 1954 3.2198526859283447 1229.5074462890625 1147.08056640625 None None None +0 1955 3.2187623977661133 1229.536376953125 1147.1373291015625 None None None +0 1956 3.2175180912017822 1229.4139404296875 1147.046875 None None None +0 1957 3.216458797454834 1229.3331298828125 1146.9931640625 None None None +0 1958 3.2152204513549805 1229.21435546875 1146.9061279296875 None None None +0 1959 3.214198589324951 1229.116455078125 1146.83447265625 None None None +0 1960 3.2130203247070312 1229.1666259765625 1146.914794921875 None None None +0 1961 3.2118523120880127 1229.0093994140625 1146.787353515625 None None None +0 1962 3.210716485977173 1228.8370361328125 1146.6441650390625 None None None +0 1963 3.2096176147460938 1228.7562255859375 1146.5914306640625 None None None +0 1964 3.208427667617798 1228.5750732421875 1146.4405517578125 None None None +0 1965 3.207318067550659 1228.508544921875 1146.4024658203125 None None None +0 1966 3.2064082622528076 1228.580078125 1146.4971923828125 None None None +0 1967 3.2052206993103027 1228.45458984375 1146.4022216796875 None None None +0 1968 3.20399808883667 1228.368896484375 1146.3477783203125 None None None +0 1969 3.2028415203094482 1228.3282470703125 1146.336669921875 None None None +0 1970 3.2016944885253906 1228.3721923828125 1146.4100341796875 None None None +0 1971 3.200546979904175 1228.275146484375 1146.3424072265625 None None None +0 1972 3.1995368003845215 1228.269775390625 1146.3629150390625 None None None +0 1973 3.1983754634857178 1228.240966796875 1146.3638916015625 None None None +0 1974 3.1971635818481445 1228.2310791015625 1146.3848876953125 None None None +0 1975 3.196336030960083 1228.242919921875 1146.4178466796875 None None None +0 1976 3.1951606273651123 1228.2047119140625 1146.4097900390625 None None None +0 1977 3.194079875946045 1228.05859375 1146.2913818359375 None None None +0 1978 3.192798137664795 1227.8399658203125 1146.10546875 None None None +0 1979 3.1917238235473633 1227.777587890625 1146.0706787109375 None None None +0 1980 3.190809965133667 1227.8458251953125 1146.162353515625 None None None +0 1981 3.1896884441375732 1227.7708740234375 1146.1160888671875 None None None +0 1982 3.1883981227874756 1227.62109375 1145.999267578125 None None None +0 1983 3.187281608581543 1227.613525390625 1146.020263671875 None None None +0 1984 3.186147928237915 1227.542724609375 1145.9783935546875 None None None +0 1985 3.185081958770752 1227.4698486328125 1145.9329833984375 None None None +0 1986 3.1842048168182373 1227.4573974609375 1145.9429931640625 None None None +0 1987 3.1830666065216064 1227.3612060546875 1145.8759765625 None None None +0 1988 3.181823968887329 1227.3018798828125 1145.8485107421875 None None None +0 1989 3.1805644035339355 1227.1756591796875 1145.7545166015625 None None None +0 1990 3.1795401573181152 1227.1300048828125 1145.735107421875 None None None +0 1991 3.178497076034546 1227.1038818359375 1145.7357177734375 None None None +0 1992 3.1773669719696045 1227.05029296875 1145.7110595703125 None None None +0 1993 3.176253318786621 1226.962890625 1145.6522216796875 None None None +0 1994 3.1750519275665283 1226.949951171875 1145.6700439453125 None None None +0 1995 3.1739935874938965 1226.8848876953125 1145.632080078125 None None None +0 1996 3.172945022583008 1226.7659912109375 1145.5401611328125 None None None +0 1997 3.1718385219573975 1226.708984375 1145.511474609375 None None None +0 1998 3.17065167427063 1226.5643310546875 1145.397216796875 None None None +0 1999 3.1694464683532715 1226.3897705078125 1145.2535400390625 None None None +0 2000 3.168612480163574 1226.4173583984375 1145.302490234375 None None None +0 2001 3.167393207550049 1226.3961181640625 1145.312255859375 None None None +0 2002 3.1661899089813232 1226.402099609375 1145.34912109375 None None None +0 2003 3.1651217937469482 1226.3818359375 1145.356201171875 None None None +0 2004 3.164027452468872 1226.4052734375 1145.4075927734375 None None None +0 2005 3.1628952026367188 1226.2220458984375 1145.25341796875 None None None +0 2006 3.1617238521575928 1226.1065673828125 1145.16796875 None None None +0 2007 3.1604831218719482 1225.9259033203125 1145.01904296875 None None None +0 2008 3.159304618835449 1225.7681884765625 1144.8916015625 None None None +0 2009 3.1584460735321045 1225.698974609375 1144.8443603515625 None None None +0 2010 3.157362937927246 1225.5867919921875 1144.759765625 None None None +0 2011 3.1562693119049072 1225.5916748046875 1144.792724609375 None None None +0 2012 3.155038356781006 1225.515869140625 1144.7484130859375 None None None +0 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None None +2 1935 0.775992214679718 1021.218017578125 1001.353759765625 None None None +2 1936 0.7760412096977234 1021.1802368164062 1001.3147583007812 None None None +2 1937 0.7759767770767212 1021.1220703125 1001.2582397460938 None None None +2 1938 0.7758592963218689 1021.1107788085938 1001.2499389648438 None None None +2 1939 0.7757378220558167 1021.0437622070312 1001.1859741210938 None None None +2 1940 0.775662362575531 1020.9481811523438 1001.0923461914062 None None None +2 1941 0.7757324576377869 1020.896240234375 1001.0386352539062 None None None +2 1942 0.7757515907287598 1020.8145751953125 1000.95654296875 None None None +2 1943 0.7757061719894409 1020.7769775390625 1000.9200439453125 None None None +2 1944 0.7755613923072815 1020.74951171875 1000.8963012695312 None None None +2 1945 0.7755634188652039 1020.7033081054688 1000.8500366210938 None None None +2 1946 0.775606632232666 1020.5836791992188 1000.7293090820312 None None None +2 1947 0.7756366729736328 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1000.9793701171875 None None None +2 1973 0.7753880023956299 1020.7593994140625 1000.9105224609375 None None None +2 1974 0.7753145098686218 1020.7125244140625 1000.8655395507812 None None None +2 1975 0.7753442525863647 1020.6976318359375 1000.849853515625 None None None +2 1976 0.7754462957382202 1020.592041015625 1000.7415771484375 None None None +2 1977 0.7755998373031616 1020.62255859375 1000.7681884765625 None None None +2 1978 0.7754395604133606 1020.542724609375 1000.6924438476562 None None None +2 1979 0.7755444645881653 1020.6105346679688 1000.757568359375 None None None +2 1980 0.7755118608474731 1020.4793701171875 1000.6272583007812 None None None +2 1981 0.7755554914474487 1020.613525390625 1000.7601928710938 None None None +2 1982 0.7755253314971924 1020.6221923828125 1000.7697143554688 None None None +2 1983 0.7754499912261963 1020.53173828125 1000.68115234375 None None None +2 1984 0.7753715515136719 1020.5289916992188 1000.6804809570312 None None None +2 1985 0.7752619385719299 1020.4591674804688 1000.6134643554688 None None None +2 1986 0.7752770781517029 1020.4583740234375 1000.6122436523438 None None None +2 1987 0.7752273082733154 1020.4085083007812 1000.5636596679688 None None None +2 1988 0.7752193808555603 1020.4403686523438 1000.5956420898438 None None None +2 1989 0.7752184271812439 1020.5077514648438 1000.6630859375 None None None +2 1990 0.7753430604934692 1020.5438232421875 1000.696044921875 None None None +2 1991 0.775358259677887 1020.5640869140625 1000.7159423828125 None None None +2 1992 0.7753216624259949 1020.4903564453125 1000.64306640625 None None None +2 1993 0.7754819393157959 1020.4774169921875 1000.6260986328125 None None None +2 1994 0.7754058837890625 1020.4430541992188 1000.5936279296875 None None None +2 1995 0.7754752039909363 1020.4322509765625 1000.5810546875 None None None +2 1996 0.7754687070846558 1020.4104614257812 1000.5594482421875 None None None +2 1997 0.775449275970459 1020.4303588867188 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0.7753810882568359 1021.0786743164062 1001.2299194335938 None None None +2 2011 0.7754694223403931 1021.0415649414062 1001.1905517578125 None None None +2 2012 0.7755898833274841 1021.0596313476562 1001.20556640625 None None None +2 2013 0.7756802439689636 1021.1099853515625 1001.253662109375 None None None +2 2014 0.7755699157714844 1021.081298828125 1001.2277221679688 None None None +2 2015 0.7755619883537292 1021.04638671875 1001.1930541992188 None None None +2 2016 0.77568119764328 1021.12109375 1001.2646484375 None None None +2 2017 0.7756009101867676 1021.0650024414062 1001.2106323242188 None None None +2 2018 0.7754999995231628 1020.999755859375 1001.1480102539062 None None None +2 2019 0.7753363251686096 1020.9104614257812 1001.0629272460938 None None None +2 2020 0.7752655744552612 1020.8403930664062 1000.9945678710938 None None None +2 2021 0.775343656539917 1020.7565307617188 1000.90869140625 None None None +2 2022 0.7754047513008118 1020.7688598632812 1000.9194946289062 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984.0725708007812 None None None +3 1975 0.7151374816894531 1002.3392333984375 984.0311889648438 None None None +3 1976 0.7153352499008179 1002.2529296875 983.9397583007812 None None None +3 1977 0.7153278589248657 1002.10205078125 983.7891845703125 None None None +3 1978 0.7152903079986572 1002.0719604492188 983.760009765625 None None None +3 1979 0.7153415083885193 1002.1000366210938 983.7868041992188 None None None +3 1980 0.7154062390327454 1002.1549072265625 983.8399658203125 None None None +3 1981 0.7155128121376038 1002.2133178710938 983.8956298828125 None None None +3 1982 0.7154871225357056 1002.1229248046875 983.8059692382812 None None None +3 1983 0.7154927849769592 1002.0903930664062 983.7732543945312 None None None +3 1984 0.7154404520988464 1002.0895385742188 983.7738037109375 None None None +3 1985 0.7152960896492004 1002.1619262695312 983.849853515625 None None None +3 1986 0.7152836918830872 1002.1275024414062 983.8157348632812 None None None +3 1987 0.7152401804924011 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0.6899092197418213 987.95556640625 970.2945556640625 None None None +4 1911 0.6899110078811646 987.8330078125 970.1719970703125 None None None +4 1912 0.6897940039634705 987.6845703125 970.0265502929688 None None None +4 1913 0.6898449659347534 987.5767822265625 969.9174194335938 None None None +4 1914 0.6897619366645813 987.5349731445312 969.8777465820312 None None None +4 1915 0.6897281408309937 987.5111083984375 969.854736328125 None None None +4 1916 0.6896755695343018 987.6341552734375 969.9791259765625 None None None +4 1917 0.6896301507949829 987.6019287109375 969.947998046875 None None None +4 1918 0.6896806359291077 987.67822265625 970.0230102539062 None None None +4 1919 0.6896730661392212 987.72265625 970.067626953125 None None None +4 1920 0.6896851062774658 987.8201293945312 970.164794921875 None None None +4 1921 0.6896291971206665 987.830810546875 970.1768798828125 None None None +4 1922 0.6895096302032471 987.6703491210938 970.0194702148438 None None None +4 1923 0.6896975040435791 987.6884765625 970.03271484375 None None None +4 1924 0.6895958185195923 987.6221313476562 969.968994140625 None None None +4 1925 0.6895406246185303 987.7416381835938 970.0899047851562 None None None +4 1926 0.6895007491111755 987.853759765625 970.2030029296875 None None None +4 1927 0.6894383430480957 987.9144897460938 970.265380859375 None None None +4 1928 0.6894164085388184 987.8494262695312 970.200927734375 None None None +4 1929 0.6894553303718567 987.8418579101562 970.1923828125 None None None +4 1930 0.6893596053123474 987.9026489257812 970.255615234375 None None None +4 1931 0.6892515420913696 987.840576171875 970.1963500976562 None None None +4 1932 0.6893027424812317 987.8961791992188 970.2506713867188 None None None +4 1933 0.689324140548706 988.00341796875 970.3573608398438 None None None +4 1934 0.6892967224121094 987.9168090820312 970.2714233398438 None None None +4 1935 0.6893680095672607 987.9364624023438 970.2892456054688 None None None +4 1936 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None +4 1975 0.6884278655052185 988.1951293945312 970.572021484375 None None None +4 1976 0.688469648361206 988.1790161132812 970.5548706054688 None None None +4 1977 0.6884103417396545 988.1292114257812 970.5065307617188 None None None +4 1978 0.6882894039154053 988.2078247070312 970.5883178710938 None None None +4 1979 0.688340961933136 988.3538208007812 970.73291015625 None None None +4 1980 0.6882301568984985 988.3705444335938 970.7525024414062 None None None +4 1981 0.6881216764450073 988.4093627929688 970.7940673828125 None None None +4 1982 0.6881263852119446 988.364013671875 970.7485961914062 None None None +4 1983 0.6880708336830139 988.3250732421875 970.7110595703125 None None None +4 1984 0.687950611114502 988.266845703125 970.6559448242188 None None None +4 1985 0.6878636479377747 988.3344116210938 970.7257080078125 None None None +4 1986 0.6878194212913513 988.369873046875 970.7622680664062 None None None +4 1987 0.6878300905227661 988.4425048828125 970.8346557617188 None 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None +5 1842 0.6573527455329895 984.326904296875 967.497802734375 None None None +5 1843 0.6572967767715454 984.150634765625 967.3229370117188 None None None +5 1844 0.6572239398956299 984.163330078125 967.3375244140625 None None None +5 1845 0.6572608947753906 984.1718139648438 967.344970703125 None None None +5 1846 0.6572743058204651 984.1651000976562 967.3379516601562 None None None +5 1847 0.6571381092071533 984.1530151367188 967.3292846679688 None None None +5 1848 0.6570215821266174 984.1788330078125 967.358154296875 None None None +5 1849 0.6570532917976379 984.143798828125 967.3223266601562 None None None +5 1850 0.6570615172386169 984.1381225585938 967.3165283203125 None None None +5 1851 0.6570324301719666 984.0765380859375 967.2557373046875 None None None +5 1852 0.6569971442222595 983.9310913085938 967.1112060546875 None None None +5 1853 0.6569430232048035 983.8406372070312 967.0220947265625 None None None +5 1854 0.6570083498954773 983.7359008789062 966.9156494140625 None None None +5 1855 0.6570671200752258 983.8347778320312 967.0130615234375 None None None +5 1856 0.6570873260498047 983.8601684570312 967.0379028320312 None None None +5 1857 0.6571097373962402 983.6478881835938 966.8250732421875 None None None +5 1858 0.6571553945541382 983.5661010742188 966.7420654296875 None None None +5 1859 0.657078206539154 983.625244140625 966.8032836914062 None None None +5 1860 0.6570516228675842 983.6033325195312 966.781982421875 None None None +5 1861 0.6569548845291138 983.6409301757812 966.822021484375 None None None +5 1862 0.6570252180099487 983.6505737304688 966.829833984375 None None None +5 1863 0.6571606993675232 983.6472778320312 966.8230590820312 None None None +5 1864 0.6573621034622192 983.8195190429688 966.9901733398438 None None None +5 1865 0.6574442386627197 983.7861938476562 966.9547119140625 None None None +5 1866 0.6575682759284973 983.6822509765625 966.84765625 None None None +5 1867 0.6576215624809265 983.8114013671875 966.9754638671875 None None None +5 1868 0.6576995849609375 983.7620239257812 966.9241333007812 None None None +5 1869 0.6577220559120178 983.76611328125 966.9275512695312 None None None +5 1870 0.6577094197273254 983.7431640625 966.9049682617188 None None None +5 1871 0.6576350331306458 983.7567138671875 966.92041015625 None None None +5 1872 0.6577819585800171 983.8292846679688 966.9891967773438 None None None +5 1873 0.6577396988868713 983.810791015625 966.9717407226562 None None None +5 1874 0.6578145027160645 983.7393188476562 966.8983764648438 None None None +5 1875 0.6576950550079346 983.7009887695312 966.8631591796875 None None None +5 1876 0.6578945517539978 983.77197265625 966.928955078125 None None None +5 1877 0.6578490138053894 983.7830810546875 966.9412231445312 None None None +5 1878 0.6578474640846252 983.7398071289062 966.8980102539062 None None None +5 1879 0.6578342914581299 983.6299438476562 966.7885131835938 None None None +5 1880 0.6577215194702148 983.6144409179688 966.7759399414062 None None None +5 1881 0.6577291488647461 983.6575317382812 966.81884765625 None None None +5 1882 0.6576425433158875 983.6868286132812 966.850341796875 None None None +5 1883 0.6576420068740845 983.6654663085938 966.8290405273438 None None None +5 1884 0.6576316952705383 983.73291015625 966.896728515625 None None None +5 1885 0.6576199531555176 983.8215942382812 966.9857177734375 None None None +5 1886 0.657614529132843 983.7091674804688 966.8734741210938 None None None +5 1887 0.6576278805732727 983.7576904296875 966.921630859375 None None None +5 1888 0.6576587557792664 983.8343505859375 966.9976196289062 None None None +5 1889 0.6576291918754578 983.8798217773438 967.0438232421875 None None None +5 1890 0.6576537489891052 983.9674072265625 967.1307983398438 None None None +5 1891 0.6575957536697388 983.88037109375 967.0452270507812 None None None +5 1892 0.6575770378112793 983.8694458007812 967.0348510742188 None None None +5 1893 0.6576418876647949 983.8272094726562 966.990966796875 None None None +5 1894 0.6576310992240906 983.8018798828125 966.9660034179688 None None None +5 1895 0.6576599478721619 983.7636108398438 966.9269409179688 None None None +5 1896 0.6575719714164734 983.8290405273438 966.99462890625 None None None +5 1897 0.657621443271637 983.8345336914062 966.9988403320312 None None None +5 1898 0.6576045155525208 983.9039916992188 967.0687866210938 None None None +5 1899 0.657570481300354 983.8539428710938 967.0195922851562 None None None +5 1900 0.6576372385025024 983.7910766601562 966.9549560546875 None None None +5 1901 0.6577693819999695 983.755126953125 966.9155883789062 None None None +5 1902 0.6577066779136658 983.7218627929688 966.8839111328125 None None None +5 1903 0.6577288508415222 983.606201171875 966.7677612304688 None None None +5 1904 0.6577511429786682 983.544677734375 966.7056274414062 None None None +5 1905 0.6576316952705383 983.5473022460938 966.7113647460938 None None None +5 1906 0.6575400829315186 983.4647827148438 966.6312255859375 None None None +5 1907 0.6574348211288452 983.5585327148438 966.7276611328125 None None None +5 1908 0.6573896408081055 983.388427734375 966.5587158203125 None None None +5 1909 0.6574347615242004 983.4093627929688 966.5784301757812 None None None +5 1910 0.6574023365974426 983.4307250976562 966.6006469726562 None None None +5 1911 0.657312273979187 983.5319213867188 966.7041625976562 None None None +5 1912 0.6574410200119019 983.4412841796875 966.6102294921875 None None None +5 1913 0.6574181914329529 983.5181274414062 966.6876831054688 None None None +5 1914 0.6574726104736328 983.5568237304688 966.7250366210938 None None None +5 1915 0.6575139760971069 983.490478515625 966.6575927734375 None None None +5 1916 0.6576254963874817 983.4780883789062 966.642333984375 None None None +5 1917 0.6575546860694885 983.5399169921875 966.7059326171875 None None None +5 1918 0.6576259732246399 983.5594482421875 966.7236328125 None None None +5 1919 0.657710075378418 983.76611328125 966.92822265625 None None None +5 1920 0.6578524112701416 983.7777099609375 966.9361572265625 None None None +5 1921 0.6577225923538208 983.6774291992188 966.8392944335938 None None None +5 1922 0.6576342582702637 983.7099609375 966.8740844726562 None None None +5 1923 0.6575970649719238 983.6407470703125 966.8057861328125 None None None +5 1924 0.6577296853065491 983.8869018554688 967.048583984375 None None None +5 1925 0.657794177532196 983.87890625 967.0389404296875 None None None +5 1926 0.6577960848808289 983.882568359375 967.0425415039062 None None None +5 1927 0.6579334735870361 983.8352661132812 966.9917602539062 None None None +5 1928 0.6578832268714905 983.74853515625 966.9063110351562 None None None +5 1929 0.6578739285469055 983.77587890625 966.9338989257812 None None None +5 1930 0.6579736471176147 983.6981811523438 966.8536376953125 None None None +5 1931 0.658157229423523 983.727294921875 966.8780517578125 None None None +5 1932 0.6580774784088135 983.654541015625 966.8073120117188 None None None +5 1933 0.6580044627189636 983.71630859375 966.8709106445312 None None None +5 1934 0.6579346060752869 983.739990234375 966.8963623046875 None None None +5 1935 0.6578773260116577 983.8661499023438 967.0240478515625 None None None +5 1936 0.6578823328018188 983.8573608398438 967.0150756835938 None None None +5 1937 0.6578727960586548 983.8936157226562 967.0515747070312 None None None +5 1938 0.6578187346458435 983.830078125 966.9894409179688 None None None +5 1939 0.6577617526054382 983.7694091796875 966.9302368164062 None None None +5 1940 0.6577694416046143 983.7083740234375 966.8690795898438 None None None +5 1941 0.6576852202415466 983.683349609375 966.84619140625 None None None +5 1942 0.6577202081680298 983.7490844726562 966.9110107421875 None None None +5 1943 0.6576887965202332 983.6983642578125 966.861083984375 None None None +5 1944 0.6576296091079712 983.6517333984375 966.8159790039062 None None None 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+5 1958 0.6568517684936523 983.8927612304688 967.076904296875 None None None +5 1959 0.6568004488945007 983.9324340820312 967.1178588867188 None None None +5 1960 0.65682053565979 983.9085083007812 967.0933837890625 None None None +5 1961 0.6567955017089844 983.8870239257812 967.0725708007812 None None None +5 1962 0.6566619277000427 983.8788452148438 967.0678100585938 None None None +5 1963 0.6566758155822754 983.851806640625 967.0404052734375 None None None +5 1964 0.6566833257675171 983.8258666992188 967.0143432617188 None None None +5 1965 0.6565715670585632 983.7400512695312 966.931396484375 None None None +5 1966 0.6565064191818237 983.7535400390625 966.9465942382812 None None None +5 1967 0.6565303802490234 983.8076171875 967.0000610351562 None None None +5 1968 0.6564690470695496 983.79931640625 966.9933471679688 None None None +5 1969 0.6563435792922974 983.780517578125 966.977783203125 None None None +5 1970 0.6562918424606323 983.8588256835938 967.0574340820312 None None None +5 1971 0.6564223766326904 983.8400268554688 967.0352783203125 None None None +5 1972 0.6563481092453003 983.8462524414062 967.0433959960938 None None None +5 1973 0.6563107371330261 983.8241577148438 967.022216796875 None None None +5 1974 0.6562881469726562 983.7971801757812 966.995849609375 None None None +5 1975 0.6562566161155701 983.849365234375 967.0488891601562 None None None +5 1976 0.6562021374702454 983.7012939453125 966.9022216796875 None None None +5 1977 0.656391978263855 983.60009765625 966.796142578125 None None None +5 1978 0.6562851071357727 983.572998046875 966.7717895507812 None None None +5 1979 0.6561987400054932 983.5335083007812 966.7344970703125 None None None +5 1980 0.6561564207077026 983.5816650390625 966.78369140625 None None None +5 1981 0.6561183333396912 983.6264038085938 966.8294067382812 None None None +5 1982 0.656049370765686 983.666015625 966.8707885742188 None None None +5 1983 0.6561416387557983 983.6766357421875 966.8790893554688 None None None +5 1984 0.6561588048934937 983.6575317382812 966.8595581054688 None None None +5 1985 0.6561974287033081 983.6316528320312 966.832763671875 None None None +5 1986 0.6561940312385559 983.6012573242188 966.8024291992188 None None None +5 1987 0.6561484932899475 983.5325927734375 966.7349243164062 None None None +5 1988 0.6560357213020325 983.583740234375 966.7889404296875 None None None +5 1989 0.6560491323471069 983.5225830078125 966.7274780273438 None None None +5 1990 0.6560637354850769 983.4496459960938 966.6541748046875 None None None +5 1991 0.6560218334197998 983.368408203125 966.573974609375 None None None +5 1992 0.6562672853469849 983.3610229492188 966.5604248046875 None None None +5 1993 0.6562119126319885 983.3806762695312 966.5814819335938 None None None +5 1994 0.6562637686729431 983.4884643554688 966.6879272460938 None None None +5 1995 0.6562093496322632 983.4675903320312 966.6683959960938 None None None +5 1996 0.6562182903289795 983.4929809570312 966.693603515625 None None None +5 1997 0.6562844514846802 983.5760498046875 966.7749633789062 None None None +5 1998 0.6562835574150085 983.4961547851562 966.695068359375 None None None +5 1999 0.6562668085098267 983.5222778320312 966.7216186523438 None None None +5 2000 0.6562634706497192 983.4955444335938 966.6949462890625 None None None +5 2001 0.6562178730964661 983.530029296875 966.7305908203125 None None None +5 2002 0.6563677787780762 983.5777587890625 966.7744750976562 None None None +5 2003 0.6563677787780762 983.5404663085938 966.7371826171875 None None None +5 2004 0.6563237309455872 983.57177734375 966.7696533203125 None None None +5 2005 0.6563904881477356 983.5587158203125 966.7548828125 None None None +5 2006 0.6563488841056824 983.5624389648438 966.7597045898438 None None None +5 2007 0.6564494967460632 983.6492309570312 966.8438720703125 None None None +5 2008 0.6567026972770691 983.5480346679688 966.7362060546875 None None None +5 2009 0.6567426323890686 983.5247192382812 966.7119750976562 None None None +5 2010 0.6567568182945251 983.6367797851562 966.8236083984375 None None None +5 2011 0.6566458940505981 983.6168823242188 966.8065795898438 None None None +5 2012 0.6566194295883179 983.5430297851562 966.7333984375 None None None +5 2013 0.6565672159194946 983.5444946289062 966.7361450195312 None None None +5 2014 0.6565772891044617 983.6082153320312 966.7996826171875 None None None +5 2015 0.6565684080123901 983.6287841796875 966.8204345703125 None None None +5 2016 0.6566587090492249 983.687744140625 966.8770141601562 None None None +5 2017 0.6566543579101562 983.6727905273438 966.8622436523438 None None None +5 2018 0.6565742492675781 983.581298828125 966.7728271484375 None None None +5 2019 0.6564087271690369 983.5169067382812 966.7127075195312 None None None +5 2020 0.6563975811004639 983.5242309570312 966.7202758789062 None None None +5 2021 0.6566205024719238 983.5001831054688 966.6905517578125 None None None +5 2022 0.6566267013549805 983.5633544921875 966.7535400390625 None None None +5 2023 0.6566817164421082 983.4631958007812 966.6519775390625 None None None +5 2024 0.6566949486732483 983.48828125 966.6766967773438 None None None +5 2025 0.6568721532821655 983.4542236328125 966.6381225585938 None None None +5 2026 0.6568639874458313 983.4176635742188 966.601806640625 None None None +5 2027 0.6570185422897339 983.3701782226562 966.55029296875 None None None +5 2028 0.6570175886154175 983.5010986328125 966.6812744140625 None None None +5 2029 0.6569666266441345 983.4794921875 966.6609497070312 None None None +5 2030 0.6570152640342712 983.4747314453125 966.6549682617188 None None None +5 2031 0.6569845676422119 983.4240112304688 966.6050415039062 None None None +5 2032 0.6570655107498169 983.4242553710938 966.6032104492188 None None None +5 2033 0.6571407914161682 983.4703979492188 966.6473999023438 None None None +5 2034 0.6571434736251831 983.4576416015625 966.6346435546875 None None None +5 2035 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0.6129676103591919 968.0258178710938 952.3331909179688 None None None +7 1896 0.6128643751144409 968.0792846679688 952.3892822265625 None None None +7 1897 0.6128302812576294 968.0211181640625 952.33203125 None None None +7 1898 0.6127980351448059 967.9487915039062 952.2605590820312 None None None +7 1899 0.6127387285232544 968.0699462890625 952.3832397460938 None None None +7 1900 0.6126632690429688 968.1715087890625 952.4866943359375 None None None +7 1901 0.612586498260498 968.1719360351562 952.4891357421875 None None None +7 1902 0.6125819683074951 968.1946411132812 952.511962890625 None None None +7 1903 0.6125215291976929 968.3488159179688 952.6676635742188 None None None +7 1904 0.6125275492668152 968.2332763671875 952.5520629882812 None None None +7 1905 0.6125021576881409 968.2376708984375 952.55712890625 None None None +7 1906 0.6124608516693115 968.272705078125 952.5932006835938 None None None +7 1907 0.6124973893165588 968.4104614257812 952.7300415039062 None None None +7 1908 0.6124487519264221 968.3698120117188 952.6906127929688 None None None +7 1909 0.6124804019927979 968.3563842773438 952.6763916015625 None None None +7 1910 0.6125391125679016 968.382568359375 952.7010498046875 None None None +7 1911 0.6125750541687012 968.2757568359375 952.5933227539062 None None None +7 1912 0.6125083565711975 968.2013549804688 952.5205688476562 None None None +7 1913 0.6124146580696106 968.123291015625 952.4449462890625 None None None +7 1914 0.612576961517334 968.1026611328125 952.420166015625 None None None +7 1915 0.6125973463058472 968.1175537109375 952.4345703125 None None None +7 1916 0.6125451326370239 968.0684204101562 952.38671875 None None None +7 1917 0.6124599575996399 968.0640258789062 952.3845825195312 None None None +7 1918 0.6123907566070557 967.9390869140625 952.261474609375 None None None +7 1919 0.6124688386917114 967.9654541015625 952.2858276367188 None None None +7 1920 0.6124519109725952 967.9402465820312 952.2611083984375 None None None +7 1921 0.6125056147575378 968.008544921875 952.3280639648438 None None None +7 1922 0.6124895811080933 968.0198364257812 952.3397827148438 None None None +7 1923 0.6124494075775146 968.134765625 952.4557495117188 None None None +7 1924 0.6125190258026123 968.0357055664062 952.3549194335938 None None None +7 1925 0.61258465051651 968.1362915039062 952.4537963867188 None None None +7 1926 0.6125279664993286 968.0779418945312 952.3968505859375 None None None +7 1927 0.6124882698059082 968.1934204101562 952.5133056640625 None None None +7 1928 0.6123893857002258 968.2066650390625 952.529052734375 None None None +7 1929 0.6123105883598328 968.2465209960938 952.5709228515625 None None None +7 1930 0.6122428774833679 968.2034301757812 952.5296020507812 None None None +7 1931 0.6123021841049194 968.213623046875 952.5382080078125 None None None +7 1932 0.6121993064880371 968.236083984375 952.5632934570312 None None None +7 1933 0.6121947765350342 968.2271118164062 952.554443359375 None None None 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1947 0.6122048497200012 968.27294921875 952.6000366210938 None None None +7 1948 0.6121086478233337 968.3374633789062 952.6669921875 None None None +7 1949 0.612101674079895 968.2971801757812 952.6268310546875 None None None +7 1950 0.6120877861976624 968.375244140625 952.7052612304688 None None None +7 1951 0.6121518015861511 968.4262084960938 952.754638671875 None None None +7 1952 0.6120546460151672 968.4246826171875 952.7554931640625 None None None +7 1953 0.6120857000350952 968.4588012695312 952.788818359375 None None None +7 1954 0.6121116876602173 968.4259033203125 952.7552490234375 None None None +7 1955 0.6120316386222839 968.4054565429688 952.73681640625 None None None +7 1956 0.6120578050613403 968.33056640625 952.6611938476562 None None None +7 1957 0.6120812892913818 968.294921875 952.625 None None None +7 1958 0.6120017170906067 968.1773071289062 952.5093994140625 None None None +7 1959 0.6119608879089355 968.1270751953125 952.460205078125 None None None +7 1960 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None +7 1986 0.6121458411216736 968.3712158203125 952.6995849609375 None None None +7 1987 0.6121631860733032 968.319091796875 952.6470336914062 None None None +7 1988 0.612372636795044 968.3056640625 952.6282348632812 None None None +7 1989 0.6123351454734802 968.2606201171875 952.5841064453125 None None None +7 1990 0.6122417449951172 968.2322998046875 952.5582275390625 None None None +7 1991 0.6121719479560852 968.2200927734375 952.5477294921875 None None None +7 1992 0.6122266054153442 968.2673950195312 952.5936279296875 None None None +7 1993 0.6121582388877869 968.2352905273438 952.5632934570312 None None None +7 1994 0.6120951175689697 968.1727294921875 952.5023803710938 None None None +7 1995 0.61208575963974 968.248046875 952.5779418945312 None None None +7 1996 0.6120589971542358 968.3153686523438 952.6459350585938 None None None +7 1997 0.6120805740356445 968.330810546875 952.6607666015625 None None None +7 1998 0.6121203899383545 968.259521484375 952.5884399414062 None None None +7 1999 0.6121138334274292 968.264404296875 952.5934448242188 None None None +7 2000 0.6120221018791199 968.1619873046875 952.4934692382812 None None None +7 2001 0.6120079159736633 968.1094970703125 952.4412841796875 None None None +7 2002 0.6120857000350952 968.0882568359375 952.4180908203125 None None None +7 2003 0.6120278239250183 968.1095581054688 952.4408569335938 None None None +7 2004 0.6119609475135803 968.140869140625 952.4739379882812 None None None +7 2005 0.6122204661369324 968.1229858398438 952.4494018554688 None None None +7 2006 0.6121939420700073 968.0892333984375 952.4163818359375 None None None +7 2007 0.6122190952301025 967.9849853515625 952.3114624023438 None None None +7 2008 0.6121742725372314 967.981201171875 952.3087768554688 None None None +7 2009 0.6121662855148315 967.9054565429688 952.2332763671875 None None None +7 2010 0.6121459603309631 967.8970947265625 952.2254028320312 None None None +7 2011 0.6120484471321106 967.8687744140625 952.1995849609375 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1824 0.5557673573493958 944.1945190429688 929.9671630859375 None None None +8 1825 0.5558210015296936 944.25341796875 930.0247192382812 None None None +8 1826 0.5558404922485352 944.2188720703125 929.9896240234375 None None None +8 1827 0.5557465553283691 944.1978759765625 929.9711303710938 None None None +8 1828 0.5557870268821716 944.1461181640625 929.9182739257812 None None None +8 1829 0.5557041168212891 944.2415771484375 930.0158081054688 None None None +8 1830 0.5557317733764648 944.1834106445312 929.95703125 None None None +8 1831 0.5557255744934082 944.1257934570312 929.8995971679688 None None None +8 1832 0.5556386113166809 944.1366577148438 929.91259765625 None None None +8 1833 0.5556299686431885 944.1195068359375 929.895751953125 None None None +8 1834 0.5555529594421387 944.1521606445312 929.9303588867188 None None None +8 1835 0.5556740164756775 944.1951904296875 929.9702758789062 None None None +8 1836 0.5558742880821228 944.134033203125 929.9039916992188 None None None 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None +8 1850 0.5559350252151489 944.0521240234375 929.820556640625 None None None +8 1851 0.5558913946151733 943.9398803710938 929.70947265625 None None None +8 1852 0.5558773279190063 943.9630737304688 929.7330322265625 None None None +8 1853 0.5558648705482483 943.9472045898438 929.7174682617188 None None None +8 1854 0.5557676553726196 943.8946533203125 929.6673583984375 None None None +8 1855 0.5557931661605835 943.8046264648438 929.5767211914062 None None None +8 1856 0.5557160377502441 943.8272094726562 929.601318359375 None None None +8 1857 0.5557037591934204 943.86572265625 929.6401977539062 None None None +8 1858 0.5556547045707703 943.9525146484375 929.7282104492188 None None None +8 1859 0.5555627942085266 943.8964233398438 929.6744384765625 None None None +8 1860 0.5555592775344849 943.8639526367188 929.64208984375 None None None +8 1861 0.5555502772331238 943.8536376953125 929.632080078125 None None None +8 1862 0.5554593801498413 943.7528076171875 929.5335083007812 None None None +8 1863 0.5554614663124084 943.7784423828125 929.5590209960938 None None None +8 1864 0.5555086731910706 943.8004150390625 929.5797729492188 None None None +8 1865 0.5555648803710938 943.7551879882812 929.533203125 None None None +8 1866 0.5556120276451111 943.8169555664062 929.59375 None None None +8 1867 0.5555866956710815 943.8720092773438 929.6494750976562 None None None +8 1868 0.5555038452148438 943.9185180664062 929.6981201171875 None None None +8 1869 0.5554753541946411 943.8156127929688 929.595947265625 None None None +8 1870 0.555396556854248 943.7504272460938 929.5328369140625 None None None +8 1871 0.5553724765777588 943.806884765625 929.5899047851562 None None None +8 1872 0.5554414391517639 943.6946411132812 929.4758911132812 None None None +8 1873 0.5554319024085999 943.6856689453125 929.4671020507812 None None None +8 1874 0.5554560422897339 943.6172485351562 929.3980712890625 None None None +8 1875 0.555436909198761 943.6117553710938 929.3930053710938 None None None +8 1876 0.5554032921791077 943.5220947265625 929.3042602539062 None None None +8 1877 0.5552911758422852 943.6402587890625 929.42529296875 None None None +8 1878 0.5552363991737366 943.7664184570312 929.5528564453125 None None None +8 1879 0.5551758408546448 943.80517578125 929.5932006835938 None None None +8 1880 0.5550764203071594 943.9100341796875 929.7006225585938 None None None +8 1881 0.5550003051757812 944.0411376953125 929.8336791992188 None None None +8 1882 0.5549479126930237 944.0162963867188 929.8101196289062 None None None +8 1883 0.5550186038017273 944.0958251953125 929.8878784179688 None None None +8 1884 0.5551735758781433 944.0482788085938 929.8363037109375 None None None +8 1885 0.5550355315208435 944.04248046875 929.8340454101562 None None None +8 1886 0.5550491213798523 944.0167846679688 929.8079223632812 None None None +8 1887 0.5551417469978333 944.107666015625 929.8965454101562 None None None +8 1888 0.5552033185958862 944.1221313476562 929.9093627929688 None None None +8 1889 0.5552139282226562 944.0521240234375 929.8390502929688 None None None +8 1890 0.5552552342414856 944.097412109375 929.88330078125 None None None +8 1891 0.5552414059638977 944.0331420898438 929.8192749023438 None None None +8 1892 0.5552102327346802 944.0210571289062 929.80810546875 None None None +8 1893 0.5551282167434692 943.9757080078125 929.7648315429688 None None None +8 1894 0.5551941394805908 943.946044921875 929.7334594726562 None None None +8 1895 0.5553150773048401 943.8792724609375 929.6636352539062 None None None +8 1896 0.5552669167518616 943.8164672851562 929.6021118164062 None None None +8 1897 0.5552071332931519 943.8068237304688 929.5939331054688 None None None +8 1898 0.5551457405090332 943.8401489257812 929.6287841796875 None None None +8 1899 0.5551331043243408 943.8804321289062 929.66943359375 None None None +8 1900 0.5550809502601624 943.8490600585938 929.6393432617188 None None None +8 1901 0.5551019906997681 943.8239135742188 929.61376953125 None None None +8 1902 0.5552122592926025 943.80859375 929.5955200195312 None None None +8 1903 0.5551764369010925 943.8019409179688 929.5897827148438 None None None +8 1904 0.5551642179489136 943.7958984375 929.5841064453125 None None None +8 1905 0.5551527142524719 943.807373046875 929.5958251953125 None None None +8 1906 0.5551434755325317 943.849609375 929.6383056640625 None None None +8 1907 0.5552121996879578 943.7606201171875 929.5475463867188 None None None +8 1908 0.5551831126213074 943.7630004882812 929.5507202148438 None None None +8 1909 0.5551486611366272 943.6962890625 929.4848022460938 None None None +8 1910 0.5551389455795288 943.6539916992188 929.4427490234375 None None None +8 1911 0.5550734400749207 943.5892944335938 929.3797607421875 None None None +8 1912 0.5550380945205688 943.664306640625 929.4556274414062 None None None +8 1913 0.5550560355186462 943.6265258789062 929.4173583984375 None None None +8 1914 0.555021345615387 943.5367431640625 929.3284912109375 None None None +8 1915 0.5550599694252014 943.6670532226562 929.4578247070312 None None None +8 1916 0.5551899075508118 943.6370849609375 929.4246215820312 None None None +8 1917 0.5551928877830505 943.626220703125 929.4136962890625 None None None +8 1918 0.5551110506057739 943.5521850585938 929.341796875 None None None +8 1919 0.5551928877830505 943.6639404296875 929.451416015625 None None None +8 1920 0.555151104927063 943.6417236328125 929.4302978515625 None None None +8 1921 0.5551393628120422 943.6276245117188 929.4164428710938 None None None +8 1922 0.5551919937133789 943.5654907226562 929.35302734375 None None None +8 1923 0.555176854133606 943.6714477539062 929.4594116210938 None None None +8 1924 0.5552282929420471 943.6443481445312 929.4309692382812 None None None +8 1925 0.5552724599838257 943.5822143554688 929.3676147460938 None None None +8 1926 0.5552302002906799 943.612548828125 929.3990478515625 None None None +8 1927 0.5552516579627991 943.6926879882812 929.4786376953125 None None None +8 1928 0.5551244616508484 943.6381225585938 929.42724609375 None None None +8 1929 0.5550609827041626 943.6093139648438 929.400146484375 None None None +8 1930 0.5550558567047119 943.6327514648438 929.4237060546875 None None None +8 1931 0.5549899935722351 943.64013671875 929.4327392578125 None None None +8 1932 0.5549467206001282 943.6036987304688 929.3973999023438 None None None +8 1933 0.5549402236938477 943.56005859375 929.3539428710938 None None None +8 1934 0.5549262762069702 943.481689453125 929.27587890625 None None None +8 1935 0.5548952221870422 943.3756713867188 929.170654296875 None None None +8 1936 0.5549468398094177 943.5239868164062 929.3175659179688 None None None +8 1937 0.5549153089523315 943.5127563476562 929.30712890625 None None None +8 1938 0.5549244284629822 943.5825805664062 929.3767700195312 None None None +8 1939 0.5548384785652161 943.522216796875 929.318603515625 None None None +8 1940 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1953 0.5546350479125977 943.484130859375 929.2859497070312 None None None +8 1954 0.5545985698699951 943.5372314453125 929.3399658203125 None None None +8 1955 0.5546968579292297 943.568115234375 929.3682861328125 None None None +8 1956 0.5548444986343384 943.574951171875 929.3713989257812 None None None +8 1957 0.5548245310783386 943.521240234375 929.318115234375 None None None +8 1958 0.5549219250679016 943.51611328125 929.310546875 None None None +8 1959 0.5549213290214539 943.4896240234375 929.2840576171875 None None None +8 1960 0.5549488067626953 943.5193481445312 929.3130493164062 None None None +8 1961 0.5550535917282104 943.521240234375 929.312255859375 None None None +8 1962 0.5550447106361389 943.5181884765625 929.3093872070312 None None None +8 1963 0.5551161766052246 943.4760131835938 929.2654418945312 None None None +8 1964 0.5550681948661804 943.6264038085938 929.4171142578125 None None None +8 1965 0.5550582408905029 943.568115234375 929.359130859375 None None None +8 1966 0.5550954937934875 943.5167846679688 929.3068237304688 None None None +8 1967 0.5552235841751099 943.4290771484375 929.2158203125 None None None +8 1968 0.555230975151062 943.4807739257812 929.267333984375 None None None +8 1969 0.5552066564559937 943.4588012695312 929.2459716796875 None None None +8 1970 0.555090069770813 943.45068359375 929.2408447265625 None None None +8 1971 0.5550092458724976 943.4237670898438 929.2160034179688 None None None +8 1972 0.5550345778465271 943.319580078125 929.1112060546875 None None None +8 1973 0.5550566911697388 943.3118286132812 929.1028442382812 None None None +8 1974 0.5551020503044128 943.3396606445312 929.1295166015625 None None None +8 1975 0.5553013682365417 943.3379516601562 929.1227416992188 None None None +8 1976 0.5553697943687439 943.343017578125 929.1260375976562 None None None +8 1977 0.5553690195083618 943.30712890625 929.0901489257812 None None None +8 1978 0.5553577542304993 943.3099975585938 929.0933227539062 None None None +8 1979 0.555426836013794 943.3869018554688 929.16845703125 None None None +8 1980 0.555385172367096 943.3424682617188 929.1250610351562 None None None +8 1981 0.5553925633430481 943.3032836914062 929.085693359375 None None None +8 1982 0.555397629737854 943.38623046875 929.16845703125 None None None +8 1983 0.5553911328315735 943.34814453125 929.1305541992188 None None None +8 1984 0.5552899837493896 943.2849731445312 929.0700073242188 None None None +8 1985 0.555368185043335 943.3082885742188 929.09130859375 None None None +8 1986 0.555426299571991 943.3296508789062 929.1111450195312 None None None +8 1987 0.5553765296936035 943.311767578125 929.094482421875 None None None +8 1988 0.555424153804779 943.3985595703125 929.1800537109375 None None None +8 1989 0.5554366111755371 943.471435546875 929.2526245117188 None None None +8 1990 0.5554630756378174 943.5336303710938 929.3140869140625 None None None +8 1991 0.5554563999176025 943.5552368164062 929.3359375 None None None +8 1992 0.5554493069648743 943.5400390625 929.3208618164062 None None None +8 1993 0.5554994940757751 943.521728515625 929.30126953125 None None None +8 1994 0.5553979277610779 943.51220703125 929.2943725585938 None None None +8 1995 0.5553574562072754 943.54541015625 929.32861328125 None None None +8 1996 0.5552927851676941 943.59765625 929.3824462890625 None None None +8 1997 0.5552166700363159 943.5907592773438 929.3775024414062 None None None +8 1998 0.5551528930664062 943.527099609375 929.3155517578125 None None None +8 1999 0.5551578998565674 943.4962158203125 929.2844848632812 None None None +8 2000 0.5552389621734619 943.4686279296875 929.2548828125 None None None +8 2001 0.5551654696464539 943.4295654296875 929.2176513671875 None None None +8 2002 0.555222749710083 943.473388671875 929.2599487304688 None None None +8 2003 0.5552307367324829 943.4954833984375 929.2818603515625 None None None +8 2004 0.5552428364753723 943.5075073242188 929.2935791015625 None None None +8 2005 0.5552911758422852 943.4686889648438 929.2535400390625 None None None +8 2006 0.5552846789360046 943.3519897460938 929.1370239257812 None None None +8 2007 0.5553131699562073 943.3084716796875 929.0927734375 None None None +8 2008 0.5554174184799194 943.4188232421875 929.200439453125 None None None +8 2009 0.5554448962211609 943.3900756835938 929.1710205078125 None None None +8 2010 0.5553967952728271 943.3976440429688 929.1798706054688 None None None +8 2011 0.5553637146949768 943.4216918945312 929.2047119140625 None None None +8 2012 0.5554007887840271 943.3724975585938 929.154541015625 None None None +8 2013 0.5553980469703674 943.2786254882812 929.060791015625 None None None +8 2014 0.5553789734840393 943.2349243164062 929.017578125 None None None +8 2015 0.5553757548332214 943.2611694335938 929.0438842773438 None None None +8 2016 0.5554104447364807 943.2770385742188 929.058837890625 None None None +8 2017 0.5554530024528503 943.1736450195312 928.9544067382812 None None None +8 2018 0.5553951263427734 943.2593994140625 929.0416259765625 None None None +8 2019 0.5554251670837402 943.2184448242188 928.9998779296875 None None None +8 2020 0.555514395236969 943.3710327148438 929.1502075195312 None None None +8 2021 0.5554845929145813 943.40869140625 929.1886596679688 None None None +8 2022 0.5554868578910828 943.4302368164062 929.210205078125 None None None +8 2023 0.5554316639900208 943.4694213867188 929.2508544921875 None None None +8 2024 0.5554348826408386 943.47119140625 929.2525024414062 None None None +8 2025 0.5553606152534485 943.43896484375 929.2222290039062 None None None +8 2026 0.5553194880485535 943.4387817382812 929.2230834960938 None None None +8 2027 0.5552740097045898 943.3421020507812 929.1275634765625 None None None +8 2028 0.5552759170532227 943.2703247070312 929.0557861328125 None None None +8 2029 0.5552064180374146 943.3298950195312 929.1171264648438 None None None +8 2030 0.5552951097488403 943.439208984375 929.2241821289062 None None 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None +9 1957 0.5423975586891174 928.2852172851562 914.4007568359375 None None None +9 1958 0.5423651933670044 928.278564453125 914.3948974609375 None None None +9 1959 0.5422976016998291 928.2720947265625 914.39013671875 None None None +9 1960 0.542320728302002 928.2539672851562 914.371337890625 None None None +9 1961 0.5422244071960449 928.2288208007812 914.3487548828125 None None None +9 1962 0.5421689748764038 928.1643676757812 914.28564453125 None None None +9 1963 0.5421045422554016 928.15625 914.2791748046875 None None None +9 1964 0.5420246124267578 928.1181640625 914.2431640625 None None None +9 1965 0.5420525670051575 928.1904907226562 914.3148193359375 None None None +9 1966 0.5420768857002258 928.2488403320312 914.3724975585938 None None None +9 1967 0.5421231389045715 928.2764282226562 914.3988647460938 None None None +9 1968 0.5420939922332764 928.2534790039062 914.376708984375 None None None +9 1969 0.5421423316001892 928.2924194335938 914.4144897460938 None None None +9 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923.1043701171875 909.5191650390625 None None None +10 1840 0.5305696725845337 923.0759887695312 909.4937744140625 None None None +10 1841 0.5308245420455933 923.1091918945312 909.5204467773438 None None None +10 1842 0.5307224988937378 923.1443481445312 909.5581665039062 None None None +10 1843 0.530746579170227 923.1598510742188 909.5731201171875 None None None +10 1844 0.5306873321533203 923.1478271484375 909.5626220703125 None None None +10 1845 0.5307759642601013 923.2115478515625 909.6240844726562 None None None +10 1846 0.5306841731071472 923.1865844726562 909.6014404296875 None None None +10 1847 0.5306588411331177 923.1505737304688 909.5661010742188 None None None +10 1848 0.5306512117385864 923.0442504882812 909.4599609375 None None None +10 1849 0.5306674838066101 923.2130126953125 909.6282348632812 None None None +10 1850 0.5305842757225037 923.1923217773438 909.6097412109375 None None None +10 1851 0.5306142568588257 923.1888427734375 909.6055297851562 None None None +10 1852 0.5305907726287842 923.182373046875 909.5996704101562 None None None +10 1853 0.5306410789489746 923.1555786132812 909.5715942382812 None None None +10 1854 0.5307753086090088 923.1524047851562 909.56494140625 None None None +10 1855 0.5307412147521973 923.1090087890625 909.5223999023438 None None None +10 1856 0.5307780504226685 923.1427001953125 909.5551147460938 None None None +10 1857 0.5307862758636475 923.1930541992188 909.605224609375 None None None +10 1858 0.530886709690094 923.1991577148438 909.6088256835938 None None None +10 1859 0.5309025049209595 923.162353515625 909.5716552734375 None None None +10 1860 0.5308970808982849 923.153564453125 909.56298828125 None None None +10 1861 0.5309202075004578 923.1281127929688 909.5370483398438 None None None +10 1862 0.5309062004089355 923.03564453125 909.4448852539062 None None None +10 1863 0.530938982963562 923.0462036132812 909.4546508789062 None None None +10 1864 0.5308712720870972 922.9981689453125 909.4083251953125 None None None +10 1865 0.5307799577713013 922.9862060546875 909.3986206054688 None None None +10 1866 0.5307521224021912 923.0359497070312 909.4491577148438 None None None +10 1867 0.5306254625320435 923.042236328125 909.4586791992188 None None None +10 1868 0.5306864976882935 923.0272827148438 909.442138671875 None None None +10 1869 0.530671238899231 922.9905395507812 909.4058227539062 None None None +10 1870 0.5307343602180481 923.0620727539062 909.4757690429688 None None None +10 1871 0.5309018492698669 923.01123046875 909.4205932617188 None None None +10 1872 0.530950129032135 923.0089111328125 909.4170532226562 None None None +10 1873 0.5309574604034424 923.0592651367188 909.4672241210938 None None None +10 1874 0.5309286117553711 923.14794921875 909.5565795898438 None None None +10 1875 0.5309078693389893 923.1002197265625 909.5094604492188 None None None +10 1876 0.530936598777771 923.0625610351562 909.4711303710938 None None None +10 1877 0.5309478640556335 923.0662231445312 909.4744262695312 None None None +10 1878 0.5309340953826904 923.09033203125 909.4988403320312 None None None +10 1879 0.5309436321258545 923.0446166992188 909.4529418945312 None None None +10 1880 0.5309432744979858 922.9568481445312 909.365234375 None None None +10 1881 0.5309237837791443 922.9561767578125 909.3650512695312 None None None +10 1882 0.5309128165245056 923.0283813476562 909.4375610351562 None None None +10 1883 0.530825674533844 923.0493774414062 909.4608154296875 None None None +10 1884 0.5307921171188354 923.023681640625 909.4359741210938 None None None +10 1885 0.5308624505996704 923.1664428710938 909.576904296875 None None None +10 1886 0.5310020446777344 923.1716918945312 909.5785522460938 None None None +10 1887 0.5309461355209351 923.115966796875 909.5242919921875 None None None +10 1888 0.530874490737915 923.1340942382812 909.5442504882812 None None None +10 1889 0.5309120416641235 923.1309814453125 909.5401611328125 None None None +10 1890 0.5309340357780457 923.0911254882812 909.4996948242188 None None None +10 1891 0.5308634638786316 923.0899047851562 909.5003051757812 None None None +10 1892 0.5308314561843872 923.12109375 909.5322875976562 None None None +10 1893 0.5307931303977966 923.1846923828125 909.5968017578125 None None None +10 1894 0.5308642983436584 923.28955078125 909.6998901367188 None None None +10 1895 0.5309311747550964 923.2799682617188 909.6886596679688 None None None +10 1896 0.5308823585510254 923.251953125 909.661865234375 None None None +10 1897 0.5309314727783203 923.2390747070312 909.6477661132812 None None None +10 1898 0.5309814214706421 923.2902221679688 909.6975708007812 None None None +10 1899 0.5309257507324219 923.2261962890625 909.6349487304688 None None None +10 1900 0.5308731198310852 923.2650146484375 909.6751098632812 None None None +10 1901 0.5308758020401001 923.25537109375 909.6654663085938 None None None +10 1902 0.5309690833091736 923.2266235351562 909.6343383789062 None None None +10 1903 0.5308946371078491 923.1681518554688 909.5778198242188 None None None +10 1904 0.5308001041412354 923.1629638671875 909.5751342773438 None None None +10 1905 0.530815839767456 923.1644897460938 909.5762329101562 None None None +10 1906 0.5309033393859863 923.2256469726562 909.6351318359375 None None None +10 1907 0.5309479236602783 923.2410278320312 909.6494140625 None None None +10 1908 0.5308749675750732 923.251220703125 909.6614379882812 None None None +10 1909 0.5308941006660461 923.1557006835938 909.5654296875 None None None +10 1910 0.5308743715286255 923.1005249023438 909.5107421875 None None None +10 1911 0.5308189988136292 923.1016845703125 909.5133666992188 None None None +10 1912 0.5307479500770569 923.1683959960938 909.5818481445312 None None None +10 1913 0.5306448340415955 923.09912109375 909.5151977539062 None None None +10 1914 0.5306665897369385 923.1005859375 909.51611328125 None None None +10 1915 0.5306705832481384 923.1510009765625 909.5664672851562 None None None 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None None +10 1929 0.5305249691009521 922.9882202148438 909.407470703125 None None None +10 1930 0.5304623246192932 922.872802734375 909.2936401367188 None None None +10 1931 0.5306921005249023 922.7749633789062 909.1898803710938 None None None +10 1932 0.5306476354598999 922.8751831054688 909.2911987304688 None None None +10 1933 0.5306326150894165 922.8489379882812 909.2653198242188 None None None +10 1934 0.5306730270385742 922.9144287109375 909.329833984375 None None None +10 1935 0.530735433101654 922.9662475585938 909.3799438476562 None None None +10 1936 0.5307653546333313 922.99609375 909.4089965820312 None None None +10 1937 0.5307581424713135 922.9703369140625 909.3834228515625 None None None +10 1938 0.5308040380477905 922.9840087890625 909.3959350585938 None None None +10 1939 0.5307937860488892 923.1112670898438 909.5234985351562 None None None +10 1940 0.5308669209480286 923.0715942382812 909.48193359375 None None None +10 1941 0.5310561060905457 923.0863647460938 909.4918823242188 None None None +10 1942 0.5310570597648621 923.029052734375 909.4345092773438 None None None +10 1943 0.5310500264167786 922.9375 909.3431396484375 None None None +10 1944 0.5310021042823792 922.9010620117188 909.3079833984375 None None None +10 1945 0.5310424566268921 922.950927734375 909.3568115234375 None None None +10 1946 0.5310550332069397 922.9542236328125 909.3598022460938 None None None +10 1947 0.531035840511322 922.9486083984375 909.3546142578125 None None None +10 1948 0.5310872197151184 922.9883422851562 909.39306640625 None None None +10 1949 0.5310965180397034 922.9849853515625 909.3895263671875 None None None +10 1950 0.531053364276886 923.0450439453125 909.4507446289062 None None None +10 1951 0.5310370326042175 923.1104736328125 909.5165405273438 None None None +10 1952 0.5310131907463074 923.078125 909.4848022460938 None None None +10 1953 0.5309136509895325 923.041748046875 909.450927734375 None None None +10 1954 0.5309798717498779 923.0413208007812 909.4488525390625 None None None +10 1955 0.5309338569641113 922.9965209960938 909.4052124023438 None None None +10 1956 0.5309320688247681 922.97314453125 909.3819580078125 None None None +10 1957 0.5308283567428589 922.9283447265625 909.3397827148438 None None None +10 1958 0.5308022499084473 922.900390625 909.3124389648438 None None None +10 1959 0.530789315700531 922.9202880859375 909.3326416015625 None None None +10 1960 0.5308082103729248 922.97705078125 909.3889770507812 None None None +10 1961 0.5309838056564331 923.0208740234375 909.4282836914062 None None None +10 1962 0.5310987830162048 922.99365234375 909.3981323242188 None None None +10 1963 0.5312232971191406 922.92138671875 909.3226318359375 None None None +10 1964 0.5311374068260193 922.9646606445312 909.3681640625 None None None +10 1965 0.5310532450675964 922.916748046875 909.3223876953125 None None None +10 1966 0.531002402305603 922.9612426757812 909.3681030273438 None None None +10 1967 0.5310033559799194 923.051025390625 909.4578857421875 None None None +10 1968 0.5310109853744507 923.17333984375 909.580078125 None None None +10 1969 0.5309667587280273 923.240966796875 909.6488037109375 None None None +10 1970 0.5309136509895325 923.2067260742188 909.615966796875 None None None +10 1971 0.530848503112793 923.20166015625 909.6126098632812 None None None +10 1972 0.5307738184928894 923.1205444335938 909.5333862304688 None None None +10 1973 0.530802309513092 923.0961303710938 909.5081176757812 None None None +10 1974 0.530783474445343 923.1188354492188 909.5313110351562 None None None +10 1975 0.530851423740387 923.09130859375 909.5020751953125 None None None +10 1976 0.530896008014679 923.0311279296875 909.4407348632812 None None None +10 1977 0.5308998227119446 922.9937744140625 909.4032592773438 None None None +10 1978 0.5308951139450073 923.0032348632812 909.412841796875 None None None +10 1979 0.5308493971824646 922.947021484375 909.3577880859375 None None None +10 1980 0.5307775735855103 923.0254516601562 909.4380493164062 None None None +10 1981 0.5307406783103943 922.9535522460938 909.3671875 None None None +10 1982 0.5308055877685547 922.974609375 909.3865356445312 None None None +10 1983 0.530812680721283 922.9584350585938 909.3701782226562 None None None +10 1984 0.5308140516281128 922.9531860351562 909.364990234375 None None None +10 1985 0.5308193564414978 922.9642333984375 909.3758544921875 None None None +10 1986 0.5307605862617493 922.927490234375 909.3406372070312 None None None +10 1987 0.5308119654655457 922.9136962890625 909.3255004882812 None None None +10 1988 0.5308467149734497 922.8555908203125 909.2664794921875 None None None +10 1989 0.5308282375335693 922.8450927734375 909.2564697265625 None None None +10 1990 0.5308132171630859 922.9453125 909.3570556640625 None None None +10 1991 0.5307761430740356 923.0505981445312 909.4632568359375 None None None +10 1992 0.5307900905609131 922.9456787109375 909.3579711914062 None None None +10 1993 0.530913233757019 923.0379028320312 909.447021484375 None None None +10 1994 0.5309492945671082 922.9861450195312 909.3944091796875 None None None +10 1995 0.5309672951698303 922.9821166992188 909.389892578125 None None None +10 1996 0.5309675335884094 922.9646606445312 909.3724365234375 None None None +10 1997 0.5309510827064514 923.10595703125 909.51416015625 None None None +10 1998 0.5308063626289368 923.0955200195312 909.5074462890625 None None None +10 1999 0.530764639377594 923.1347045898438 909.547607421875 None None None +10 2000 0.5307586789131165 923.0709838867188 909.4840698242188 None None None +10 2001 0.5308330059051514 923.1126098632812 909.5238037109375 None None None +10 2002 0.530792772769928 923.0903930664062 909.502685546875 None None None +10 2003 0.5308308601379395 923.1534423828125 909.5647583007812 None None None +10 2004 0.530886709690094 923.272216796875 909.68212890625 None None None +10 2005 0.5308817625045776 923.3502807617188 909.7603149414062 None None None +10 2006 0.5308060646057129 923.3087768554688 909.7207641601562 None None None +10 2007 0.5307378768920898 923.2826538085938 909.6964111328125 None None None +10 2008 0.5306807160377502 923.3404541015625 909.7557373046875 None None None +10 2009 0.5307186245918274 923.313720703125 909.72802734375 None None None +10 2010 0.5307626128196716 923.337646484375 909.7507934570312 None None None +10 2011 0.53071528673172 923.4189453125 909.8333129882812 None None None +10 2012 0.5306695103645325 923.4644165039062 909.8800048828125 None None None +10 2013 0.5307299494743347 923.4509887695312 909.8650512695312 None None None +10 2014 0.5307624936103821 923.4601440429688 909.8733520507812 None None None +10 2015 0.5307836532592773 923.4343872070312 909.8470458984375 None None None +10 2016 0.5309163928031921 923.4598388671875 909.8690795898438 None None None +10 2017 0.5309263467788696 923.5675659179688 909.9766235351562 None None None +10 2018 0.5308883786201477 923.5352172851562 909.9451904296875 None None None +10 2019 0.5310055613517761 923.4918212890625 909.8988037109375 None None None +10 2020 0.5309844613075256 923.4295654296875 909.8370361328125 None None None +10 2021 0.5310047268867493 923.4482421875 909.8551635742188 None None None +10 2022 0.5309869050979614 923.4674072265625 909.8748168945312 None None None +10 2023 0.531047523021698 923.43994140625 909.8457641601562 None None None +10 2024 0.5309916138648987 923.4576416015625 909.8649291992188 None None None +10 2025 0.5309619903564453 923.4224243164062 909.8303833007812 None None None +10 2026 0.5309299826622009 923.4071044921875 909.8158569335938 None None None +10 2027 0.5309754610061646 923.4369506835938 909.8446655273438 None None None +10 2028 0.5309503078460693 923.451416015625 909.8597412109375 None None None +10 2029 0.5308810472488403 923.4014892578125 909.8115844726562 None None None +10 2030 0.5308337807655334 923.3355102539062 909.7467651367188 None None None +10 2031 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0.4915412366390228 901.0785522460938 888.4954223632812 None None None +12 1868 0.49162182211875916 901.1603393554688 888.5751342773438 None None None +12 1869 0.4916309714317322 901.20458984375 888.619140625 None None None +12 1870 0.4917220175266266 901.1522827148438 888.5645141601562 None None None +12 1871 0.4916956126689911 901.0637817382812 888.4766845703125 None None None +12 1872 0.49174249172210693 901.1284790039062 888.5401611328125 None None None +12 1873 0.4917937219142914 901.1954956054688 888.6058959960938 None None None +12 1874 0.4918995797634125 901.2008666992188 888.6085815429688 None None None +12 1875 0.4919150769710541 901.2470092773438 888.6543579101562 None None None +12 1876 0.49186277389526367 901.2713623046875 888.6799926757812 None None None +12 1877 0.4918580949306488 901.2418212890625 888.6505737304688 None None None +12 1878 0.4918294847011566 901.1790771484375 888.5885620117188 None None None +12 1879 0.49192744493484497 901.2107543945312 888.6177978515625 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901.0519409179688 888.4759521484375 None None None +12 1906 0.49121877551078796 901.1351928710938 888.5601806640625 None None None +12 1907 0.4911450147628784 901.219970703125 888.6469116210938 None None None +12 1908 0.4911048114299774 901.2601928710938 888.6881103515625 None None None +12 1909 0.4909950792789459 901.329345703125 888.7600708007812 None None None +12 1910 0.4909916818141937 901.3087768554688 888.7396240234375 None None None +12 1911 0.49097323417663574 901.2683715820312 888.69970703125 None None None +12 1912 0.49099966883659363 901.2274169921875 888.6580200195312 None None None +12 1913 0.4909190237522125 901.189697265625 888.6224975585938 None None None +12 1914 0.49090608954429626 901.1944580078125 888.6275024414062 None None None +12 1915 0.4908702075481415 901.1072387695312 888.5411987304688 None None None +12 1916 0.49087271094322205 901.10302734375 888.5370483398438 None None None +12 1917 0.4909796416759491 901.0973510742188 888.5286254882812 None None None +12 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888.4189453125 None None None +12 1931 0.4913487732410431 900.9402465820312 888.3621215820312 None None None +12 1932 0.4913070797920227 901.0076904296875 888.4306030273438 None None None +12 1933 0.49133163690567017 900.993896484375 888.416259765625 None None None +12 1934 0.4913777709007263 901.058349609375 888.4794921875 None None None +12 1935 0.49131515622138977 901.0822143554688 888.5049438476562 None None None +12 1936 0.4912763833999634 901.1251831054688 888.5488891601562 None None None +12 1937 0.49129024147987366 901.0975341796875 888.5209350585938 None None None +12 1938 0.4912260174751282 901.0942993164062 888.5193481445312 None None None +12 1939 0.4911837875843048 901.0233154296875 888.4495239257812 None None None +12 1940 0.49122050404548645 901.0017700195312 888.427001953125 None None None +12 1941 0.4911869168281555 901.0619506835938 888.4879760742188 None None None +12 1942 0.49116823077201843 901.12939453125 888.5559692382812 None None None +12 1943 0.4911143481731415 901.1781616210938 888.6061401367188 None None None +12 1944 0.49107348918914795 901.2301025390625 888.6591186523438 None None None +12 1945 0.49113762378692627 901.1512451171875 888.57861328125 None None None +12 1946 0.4912746846675873 901.1106567382812 888.5344848632812 None None None +12 1947 0.49126434326171875 901.0928955078125 888.5169677734375 None None None +12 1948 0.4913190007209778 901.1519775390625 888.57470703125 None None None +12 1949 0.4914611279964447 901.100341796875 888.5194091796875 None None None +12 1950 0.4914591610431671 901.0467529296875 888.4658813476562 None None None +12 1951 0.4914080500602722 901.1336059570312 888.5540161132812 None None None +12 1952 0.4914044439792633 901.0945434570312 888.5150146484375 None None None +12 1953 0.49143776297569275 901.0509033203125 888.4705200195312 None None None +12 1954 0.4913991391658783 901.0909423828125 888.5115356445312 None None None +12 1955 0.49137553572654724 901.140869140625 888.5620727539062 None None None +12 1956 0.4914427697658539 901.1192016601562 888.5386352539062 None None None +12 1957 0.49149730801582336 901.1730346679688 888.591064453125 None None None +12 1958 0.4915551245212555 901.1449584960938 888.5614624023438 None None None +12 1959 0.4914928376674652 901.1596069335938 888.5776977539062 None None None +12 1960 0.49150577187538147 901.1786499023438 888.596435546875 None None None +12 1961 0.49150168895721436 901.0993041992188 888.5172119140625 None None None +12 1962 0.49146854877471924 901.1420288085938 888.5607299804688 None None None +12 1963 0.49158355593681335 901.0632934570312 888.47900390625 None None None +12 1964 0.491536945104599 901.0529174804688 888.4699096679688 None None None +12 1965 0.49143949151039124 901.1177978515625 888.5372314453125 None None None +12 1966 0.49146342277526855 901.1331176757812 888.5519409179688 None None None +12 1967 0.49149706959724426 901.2344970703125 888.6524658203125 None None None +12 1968 0.49140051007270813 901.20849609375 888.62890625 None None None +12 1969 0.4914132356643677 901.2040405273438 888.6241455078125 None None None +12 1970 0.49143317341804504 901.1563110351562 888.5758666992188 None None None +12 1971 0.4914386570453644 901.1026000976562 888.52197265625 None None None +12 1972 0.49138933420181274 901.09619140625 888.516845703125 None None None +12 1973 0.4913261830806732 901.094482421875 888.5167846679688 None None None +12 1974 0.4911937713623047 901.1068725585938 888.5325317382812 None None None +12 1975 0.4913007915019989 901.089111328125 888.5120239257812 None None None +12 1976 0.4913486838340759 901.0408325195312 888.4625244140625 None None None +12 1977 0.4912903308868408 901.02197265625 888.4451904296875 None None None +12 1978 0.49126502871513367 901.0689086914062 888.4927978515625 None None None +12 1979 0.4913923442363739 901.015625 888.436279296875 None None None +12 1980 0.4912671446800232 901.0361938476562 888.4600219726562 None None None 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888.7685546875 None None None +12 1994 0.49141669273376465 901.3511962890625 888.7711181640625 None None None +12 1995 0.4914872944355011 901.3518676757812 888.77001953125 None None None +12 1996 0.4914437532424927 901.3919677734375 888.8112182617188 None None None +12 1997 0.4915848970413208 901.3179931640625 888.733642578125 None None None +12 1998 0.49156734347343445 901.22119140625 888.6373291015625 None None None +12 1999 0.4916646480560303 901.212158203125 888.6258544921875 None None None +12 2000 0.49158239364624023 901.1015014648438 888.5172119140625 None None None +12 2001 0.4915660619735718 901.1242065429688 888.5404052734375 None None None +12 2002 0.491584450006485 901.0655517578125 888.4812622070312 None None None +12 2003 0.4917290508747101 900.99853515625 888.4105834960938 None None None +12 2004 0.4917290210723877 900.9896850585938 888.4016723632812 None None None +12 2005 0.49204081296920776 901.04736328125 888.4513549804688 None None None +12 2006 0.491996705532074 901.0579223632812 888.4630126953125 None None None +12 2007 0.4919252395629883 900.985107421875 888.3920288085938 None None None +12 2008 0.49190402030944824 900.98486328125 888.392333984375 None None None +12 2009 0.49194440245628357 900.9974975585938 888.4039306640625 None None None +12 2010 0.4919300973415375 900.9825439453125 888.3893432617188 None None None +12 2011 0.4919614791870117 900.989990234375 888.39599609375 None None None +12 2012 0.492022305727005 901.0350952148438 888.4395141601562 None None None +12 2013 0.49191218614578247 900.9573364257812 888.3645629882812 None None None +12 2014 0.4918562173843384 901.0035400390625 888.4121704101562 None None None +12 2015 0.49183160066604614 900.9540405273438 888.36328125 None None None +12 2016 0.49189016222953796 901.031494140625 888.439208984375 None None None +12 2017 0.49192723631858826 900.9821166992188 888.388916015625 None None None +12 2018 0.49191322922706604 900.9601440429688 888.3673095703125 None None None +12 2019 0.49185827374458313 900.9910888671875 888.399658203125 None None None +12 2020 0.4918749928474426 900.9633178710938 888.3714599609375 None None None +12 2021 0.49183180928230286 900.9448852539062 888.3541870117188 None None None +12 2022 0.49174314737319946 900.8958740234375 888.3074340820312 None None None +12 2023 0.49170851707458496 900.85888671875 888.2713012695312 None None None +12 2024 0.49168768525123596 900.87841796875 888.291259765625 None None None +12 2025 0.4916819632053375 900.87353515625 888.2865600585938 None None None +12 2026 0.4915999472141266 900.8323974609375 888.2474975585938 None None None +12 2027 0.4915970265865326 900.84912109375 888.2642822265625 None None None +12 2028 0.49152061343193054 900.851318359375 888.2684326171875 None None None +12 2029 0.49159517884254456 900.8352661132812 888.2504272460938 None None None +12 2030 0.49160945415496826 900.7867431640625 888.2014770507812 None None None +12 2031 0.491632342338562 900.7432250976562 888.1574096679688 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890.4263305664062 878.2181396484375 None None None +13 1968 0.47688817977905273 890.4154663085938 878.2067260742188 None None None +13 1969 0.4768967032432556 890.4417114257812 878.2327880859375 None None None +13 1970 0.47685855627059937 890.4795532226562 878.2716064453125 None None None +13 1971 0.47689083218574524 890.4763793945312 878.267578125 None None None +13 1972 0.47686371207237244 890.4509887695312 878.2428588867188 None None None +13 1973 0.47685515880584717 890.4878540039062 878.280029296875 None None None +13 1974 0.4767872095108032 890.4702758789062 878.2640991210938 None None None +13 1975 0.47680896520614624 890.4716186523438 878.264892578125 None None None +13 1976 0.4770701229572296 890.4654541015625 878.2520141601562 None None None +13 1977 0.47728386521339417 890.541015625 878.322021484375 None None None +13 1978 0.4772561490535736 890.511474609375 878.293212890625 None None None +13 1979 0.47721394896507263 890.4512939453125 878.2340698242188 None None None +13 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/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//chrombpnet_model_encsr880cub_bias/new_model_formats/chrombpnet diff --git a/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..ff6be403c404d9f489c9c3ca49ebe9608155ebe0 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 25.6 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..880250c664e6a9c4c068efe58525ed01784713c1 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.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 +0,2.7641725540161133,1125.629150390625,1196.39013671875,0.8059314489364624,1017.4935302734375,1038.1251220703125 +1,0.8426497578620911,1026.96728515625,1048.5406494140625,0.7783441543579102,1001.8456420898438,1021.771484375 +2,0.7692863345146179,1000.715087890625,1020.4087524414062,0.6498326063156128,978.2205810546875,994.856201171875 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+12,0.49008211493492126,886.8079223632812,899.353271484375,0.5426114797592163,959.0831298828125,972.9744873046875 +13,0.4780369699001312,879.4600219726562,891.6984252929688,0.5437548756599426,963.4757080078125,977.3955688476562 diff --git a/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stderr.txt b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..060206410afe7dfc7a7939a9a1b14484f0c86849 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stderr.txt @@ -0,0 +1,328 @@ +2022-03-23 20:01:59.926392: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:08:19.269740: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 20:08:19.271745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 20:08:19.352560: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-23 20:08:19.352663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:08:19.384646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 20:08:19.384742: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 20:08:19.402150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 20:08:19.409981: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 20:08:19.437804: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 20:08:19.445708: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 20:08:19.447537: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 20:08:19.450246: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 20:08:19.450645: 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. +2022-03-23 20:08:19.450728: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 20:08:19.454933: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-23 20:08:19.454979: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:08:19.455005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 20:08:19.455027: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 20:08:19.455049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 20:08:19.455069: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 20:08:19.455090: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 20:08:19.455110: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 20:08:19.455130: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 20:08:19.455895: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 20:08:19.458423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:08:21.643838: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 20:08:21.643947: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 20:08:21.643962: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 20:08:21.650095: 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: 0000:44:00.0, compute capability: 7.0) +2022-03-23 20:08:23.100219: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 20:08:23.111633: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-23 20:08:23.346710: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 20:08:24.721336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 20:08:24.731546: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 20:09:05.717743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:09:07.712256: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 20:09:07.713137: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 20:09:07.778116: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-23 20:09:07.778214: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:09:07.781058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 20:09:07.781121: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 20:09:07.782438: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 20:09:07.782700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 20:09:07.785533: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 20:09:07.786155: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 20:09:07.786306: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 20:09:07.787109: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 20:09:07.787462: 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. +2022-03-23 20:09:07.787550: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 20:09:07.803851: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-23 20:09:07.803928: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:09:07.803964: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 20:09:07.803992: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 20:09:07.804019: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 20:09:07.804045: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 20:09:07.804071: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 20:09:07.804097: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 20:09:07.804124: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 20:09:07.810732: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 20:09:07.810794: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 20:09:08.381684: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 20:09:08.381780: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 20:09:08.381795: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 20:09:08.383056: 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: 0000:44:00.0, compute capability: 7.0) +2022-03-23 20:15:02.485818: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 20:15:02.486317: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-23 20:15:04.295923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 20:15:04.614982: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 20:15:04.634988: 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: 0.1859s vs `on_train_batch_end` time: 0.2448s). Check your callbacks. +2022-03-24 00:58:35.098215: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 00:58:38.357274: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 00:58:38.358210: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 00:58:38.434366: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 00:58:38.434456: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 00:58:38.437525: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 00:58:38.437603: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 00:58:38.439052: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 00:58:38.439323: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 00:58:38.442595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 00:58:38.443333: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 00:58:38.443509: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 00:58:38.444359: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 00:58:38.444733: 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. +2022-03-24 00:58:38.444809: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 00:58:38.445227: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 00:58:38.445255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 00:58:38.445276: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 00:58:38.445294: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 00:58:38.445312: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 00:58:38.445329: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 00:58:38.445346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 00:58:38.445363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 00:58:38.445380: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 00:58:38.446072: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 00:58:38.446108: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 00:58:39.029000: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 00:58:39.029097: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 00:58:39.029112: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 00:58:39.030749: 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: 0000:44:00.0, compute capability: 7.0) +2022-03-24 01:00:23.240546: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 01:00:23.245035: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-24 01:00:23.366185: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:00:23.658319: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:00:23.660562: 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. +2022-03-24 01:05:22.413454: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:05:25.346501: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:05:25.347437: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 01:05:25.406216: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:05:25.406307: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:05:25.408907: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:05:25.408971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:05:25.410176: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:05:25.410407: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:05:25.413189: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:05:25.413816: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:05:25.413974: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:05:25.414774: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:05:25.415121: 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. +2022-03-24 01:05:25.415223: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:05:25.415630: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:05:25.415659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:05:25.415681: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:05:25.415699: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:05:25.415717: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:05:25.415734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:05:25.415751: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:05:25.415768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:05:25.415785: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:05:25.416454: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:05:25.416490: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:05:26.017159: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 01:05:26.017263: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 01:05:26.017279: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 01:05:26.021828: 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: 0000:44:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-03-24 01:06:58.050727: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 01:06:58.053779: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-24 01:06:58.127762: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:06:58.431418: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:06:58.433078: 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. +2022-03-24 01:11:40.155397: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:11:43.179615: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:11:43.180595: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 01:11:43.246856: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:11:43.246955: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:11:43.250024: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:11:43.250098: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:11:43.251529: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:11:43.251810: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:11:43.254802: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:11:43.255419: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:11:43.255585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:11:43.256411: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:11:43.256771: 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. +2022-03-24 01:11:43.256852: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:11:43.258846: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:11:43.258878: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:11:43.258900: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:11:43.258918: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:11:43.258956: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:11:43.258976: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:11:43.258993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:11:43.259010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:11:43.259028: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:11:43.259734: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:11:43.259770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:11:43.840514: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 01:11:43.840624: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 01:11:43.840640: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 01:11:43.841971: 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: 0000:44:00.0, compute capability: 7.0) +2022-03-24 01:13:16.086187: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 01:13:16.088374: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-24 01:13:16.136548: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:13:16.418388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:13:16.419984: 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. +2022-03-24 01:14:50.996127: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:14:52.447489: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:14:53.391978: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 01:14:53.522323: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:14:53.522426: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:14:53.525266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:14:53.525340: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:14:53.526687: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:14:53.526942: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:14:53.530006: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:14:53.530704: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:14:53.530883: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:14:53.531715: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:14:53.532090: 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. +2022-03-24 01:14:53.532176: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:14:53.532778: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:14:53.532822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:14:53.532846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:14:53.532867: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:14:53.532887: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:14:53.532907: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:14:53.532926: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:14:53.532946: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:14:53.532966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:14:53.533848: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:14:53.533891: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:14:54.203857: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 01:14:54.203972: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 01:14:54.203987: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 01:14:54.205230: 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: 0000:44:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-03-24 01:15:09.814829: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 01:15:09.815432: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-24 01:15:10.071644: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:15:10.409462: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:15:10.411334: 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/ENCSR355WAJ//chrombpnet_model_encsr880cub_bias//footprints’: File exists +2022-03-24 01:18:51.334616: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:18:52.785852: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:18:52.786741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 01:18:52.849203: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:18:52.849305: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:18:52.852161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:18:52.852239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:18:52.853583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:18:52.853833: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:18:52.856605: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:18:52.857239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:18:52.857400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:18:52.858230: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:18:52.858587: 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. +2022-03-24 01:18:52.858672: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 01:18:52.859097: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:44:00.0 name: Tesla V100S-PCIE-32GB computeCapability: 7.0 +coreClock: 1.597GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 1.03TiB/s +2022-03-24 01:18:52.859150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:18:52.859174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:18:52.859192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:18:52.859211: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 01:18:52.859229: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 01:18:52.859247: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 01:18:52.859265: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 01:18:52.859282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 01:18:52.860000: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 01:18:52.860044: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 01:18:53.440184: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 01:18:53.507788: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 01:18:53.507823: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 01:18:53.509503: 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: 0000:44:00.0, compute capability: 7.0) +2022-03-24 01:19:09.334049: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 01:19:09.334655: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499740000 Hz +2022-03-24 01:19:09.521731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 01:19:09.857079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 01:19:09.858922: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stdout.txt b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..840f91a0d7084c9a592c43d554ef98dac4e2ed4d --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR355WAJ/logfile.modelling.fold_0.ENCSR355WAJ.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f942ec96ce58cc9e6ae877a32209d6623141aa13a75777292c4cd7124e20b1c +size 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new file mode 100644 index 0000000000000000000000000000000000000000..fbe4df0016783baad4329681ab74626a05ca4734 --- /dev/null +++ b/fold_0/model.chrombpnet.fold_0.ENCSR355WAJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98d342b77c2cc72354fb7fb689d7f12e963e666dc2ecffea74702961c2774a38 +size 27607040 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR355WAJ.h5 b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR355WAJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..1a88d0eb9955b7804bfa2ae4ae872655251551f7 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR355WAJ.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64592515fdfb35055d76ef1d8d7b995db48d2b33eeb13059105994b255f378a4 +size 25583536 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR355WAJ.tar b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR355WAJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..0597bc9ed2d374c7d402a93dc57329c33a4e6f65 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR355WAJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec2f7a8a23a8a20c28c32583039c22a81eeefe90dcfd20e26cc06e2ca1216f77 +size 26081280 diff --git a/fold_1/logs.models.fold_1.ENCSR355WAJ/logfile.modelling.fold_1.ENCSR355WAJ.stdout_v1.txt b/fold_1/logs.models.fold_1.ENCSR355WAJ/logfile.modelling.fold_1.ENCSR355WAJ.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0b88dee7c5c79450e8ce63e25f346cdd1e6b79d --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR355WAJ/logfile.modelling.fold_1.ENCSR355WAJ.stdout_v1.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09cb9407f541817705c0b7495f5defe69530a8000bd77bd6f99783b379a04d0a +size 13600338 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR355WAJ.h5 b/fold_1/model.bias_scaled.fold_1.ENCSR355WAJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..6c963fad62818a3e422479da8104486f3564288d --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR355WAJ.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59888499692d00f0d34b46b585056f012ead2d37e3104e85ac57d692c3546907 +size 2688440 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR355WAJ.tar b/fold_1/model.bias_scaled.fold_1.ENCSR355WAJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..d5948b757480d80c665fc323ccd2b2da53644ca5 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR355WAJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04fa8ee2524c52363406d24e758384aac87d36f46403b4601a7aa6b3aae0e764 +size 1198080 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR355WAJ.h5 b/fold_1/model.chrombpnet.fold_1.ENCSR355WAJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..eec18ab5fbf14b8ec3468b533bc3af574164e0ca --- /dev/null +++ b/fold_1/model.chrombpnet.fold_1.ENCSR355WAJ.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29e38e64828e7fc930ad695344150e0b1e82ae0e0b31b9a1ac50afc54dd9da69 +size 26447928 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR355WAJ.tar b/fold_1/model.chrombpnet.fold_1.ENCSR355WAJ.tar new file mode 100644 index 0000000000000000000000000000000000000000..70be2ea9026ef5106fc02159c2daa1670e234807 --- /dev/null +++ b/fold_1/model.chrombpnet.fold_1.ENCSR355WAJ.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b688fac242967aeafbc7ec5e157bf060fc0c684cbcc31c93fa420b2228cee8b7 +size 27607040 diff --git a/fold_1/model.chrombpnet_nobias.fold_1.ENCSR355WAJ.h5 b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR355WAJ.h5 new file mode 100644 index 0000000000000000000000000000000000000000..8a09bf7547632c7a026f2919d9c8712063544ec1 --- /dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR355WAJ.h5 @@ -0,0 +1,3 @@ +version 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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//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_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/ENCSR355WAJ//chrombppnet_model_encsr880cub_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.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..979a60397956e2833eec7e28f5d7f75fe34e8a70 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.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 +2023-07-15 02:33:42.291411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:33:46.831918: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:33:46.835761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:33:48.416848: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:8d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.39GiB deviceMemoryBandwidth: 1.41TiB/s +2023-07-15 02:33:48.417012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:33:48.447091: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:33:48.447264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:33:48.459729: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:33:48.465658: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:33:48.488900: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:33:48.494686: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:33:48.495859: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:33:48.615838: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:33:48.616686: 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. +2023-07-15 02:33:48.617532: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:33:48.731073: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:8d:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.39GiB deviceMemoryBandwidth: 1.41TiB/s +2023-07-15 02:33:48.731134: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:33:48.731174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:33:48.731204: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:33:48.731232: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:33:48.731261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:33:48.731289: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:33:48.731316: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:33:48.731344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:33:48.877458: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:33:48.880227: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:33:51.649989: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:33:51.650105: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:33:51.650118: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:33:51.657119: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37381 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:8d:00.0, compute capability: 8.0) +2023-07-15 02:33:52.646718: 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.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed95576b042bd44f6a2da61c3afffc9e9e80ca8e --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.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//ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/bias_model_scaled diff --git a/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet.params.json b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..2309ff97ba215ac28d00aaafd6254e33acf4c657 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "25.4", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_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.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9a90dc7ce14a1b83dfbdf846ba197a663d8902f4 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 8.0 +counts_sum_max_thresh 10842.0 +trainings_pts_post_thresh 178086 diff --git a/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..be4ecd0ca93d9f152124e26ee2fbd378abb806dc --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.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 +2023-07-15 01:32:19.248804: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:32:21.545081: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:32:21.548586: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:32:21.790013: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c3:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:32:21.790110: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:32:21.809989: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:32:21.810052: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:32:21.819191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:32:21.823514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:32:21.838684: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:32:21.843014: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:32:21.844019: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:32:21.921746: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:32:21.922074: 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. +2023-07-15 01:32:21.922920: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:32:21.984076: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c3:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:32:21.984145: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:32:21.984196: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:32:21.984231: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:32:21.984261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:32:21.984290: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:32:21.984317: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:32:21.984344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:32:21.984372: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:32:22.009937: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:32:22.012051: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:32:25.247426: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:32:25.247521: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:32:25.247534: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:32:25.255017: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c3:00.0, compute capability: 8.0) +2023-07-15 01:32:27.339829: 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.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e50fac6e0f3b58a96a00d806696637e1caa0287 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.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//ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet diff --git a/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..203e6f2a394d50b6c5472896f42243f2e44490cd --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 25.4 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_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.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..1251a383f64e242d82316d3c1f09bf5d1392d867 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.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//ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..cf94e70eeb36ad9fa43c03b2c52307ed26bc9dce --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.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 +0,2.314781427383423,1085.8936767578125,1144.68896484375,0.7618831992149353,1080.3646240234375,1099.717041015625 +1,0.7887611985206604,995.1056518554688,1015.1412353515625,0.6961291432380676,1050.3310546875,1068.0123291015625 +2,0.7237468361854553,972.1097412109375,990.4937133789062,0.7058039903640747,1048.62158203125,1066.5487060546875 +3,0.676136314868927,959.1597900390625,976.333740234375,0.6390965580940247,1047.2451171875,1063.47802734375 +4,0.6382929086685181,949.43994140625,965.6533203125,0.5933339595794678,1040.076171875,1055.1468505859375 +5,0.6182873845100403,939.2601928710938,954.9663696289062,0.5808592438697815,1028.7413330078125,1043.4951171875 +6,0.5982564091682434,933.150146484375,948.3446655273438,0.5809326171875,1034.98974609375,1049.7459716796875 +7,0.5867674350738525,926.20556640625,941.1090698242188,0.5612422227859497,1031.7017822265625,1045.9569091796875 +8,0.5659103989601135,923.8995971679688,938.2744140625,0.5737777948379517,1041.490234375,1056.06494140625 +9,0.5173701047897339,902.9347534179688,916.07568359375,0.6085417866706848,1026.192138671875,1041.649169921875 +10,0.50779789686203,890.8099365234375,903.7074584960938,0.5373101234436035,1022.287109375,1035.9342041015625 +11,0.4962485730648041,884.7202758789062,897.3256225585938,0.541057825088501,1035.231689453125,1048.9747314453125 +12,0.48407384753227234,877.5267944335938,889.8231201171875,0.5419751405715942,1038.0357666015625,1051.8021240234375 +13,0.4743613600730896,872.4004516601562,884.4490966796875,0.545363187789917,1037.820068359375,1051.6727294921875 +14,0.4500724673271179,859.5629272460938,870.9949340820312,0.5632534027099609,1031.8211669921875,1046.128173828125 +15,0.4456207752227783,853.6422729492188,864.9605712890625,0.5471999645233154,1037.511474609375,1051.4102783203125 diff --git a/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stderr.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..43176b161eedc830257b88781b7b1e07896cc925 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stderr.txt @@ -0,0 +1,332 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2022-10-14 09:19:41.794821: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:26:55.190194: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 09:26:55.194487: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 09:26:55.561468: 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 +2022-10-14 09:26:55.561592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:26:55.585405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 09:26:55.585530: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 09:26:55.597858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 09:26:55.603745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 09:26:55.624434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 09:26:55.629963: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 09:26:55.631211: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 09:26:55.635473: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 09:26:55.635859: 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. +2022-10-14 09:26:55.636763: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 09:26:55.638230: 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 +2022-10-14 09:26:55.638262: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:26:55.638283: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 09:26:55.638301: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 09:26:55.638319: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 09:26:55.638335: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 09:26:55.638352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 09:26:55.638368: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 09:26:55.638384: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 09:26:55.641173: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 09:26:55.642521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:26:57.398473: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 09:26:57.398597: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 09:26:57.398611: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 09:26:57.405415: 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) +2022-10-14 09:26:58.765778: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 09:26:58.781402: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 09:26:58.992802: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 09:27:00.616102: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 09:27:00.625434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 09:27:33.606832: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:27:35.512227: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 09:27:35.513161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 09:27:35.757137: 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 +2022-10-14 09:27:35.757256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:27:35.759817: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 09:27:35.759874: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 09:27:35.761006: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 09:27:35.761314: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 09:27:35.763724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 09:27:35.764363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 09:27:35.764674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 09:27:35.766466: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 09:27:35.766794: 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. +2022-10-14 09:27:35.766875: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 09:27:35.767787: 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 +2022-10-14 09:27:35.767813: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:27:35.767831: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 09:27:35.767846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 09:27:35.767861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 09:27:35.767875: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 09:27:35.767889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 09:27:35.767903: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 09:27:35.767917: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 09:27:35.769569: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 09:27:35.769604: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 09:27:36.275178: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 09:27:36.275309: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 09:27:36.275323: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 09:27:36.278860: 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) +2022-10-14 09:34:29.693190: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 09:34:29.693675: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 09:34:31.226852: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 09:34:31.772383: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 09:34:31.789620: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 09:34:35.194964: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-14 11:26:08.716723: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:26:11.672492: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:26:11.673564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 11:26:12.103002: 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 +2022-10-14 11:26:12.103129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:26:12.105822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:26:12.105883: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:26:12.107083: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:26:12.107394: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:26:12.110005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:26:12.110680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:26:12.111049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:26:12.113772: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:26:12.114129: 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. +2022-10-14 11:26:12.114211: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:26:12.115557: 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 +2022-10-14 11:26:12.115583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:26:12.115607: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:26:12.115626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:26:12.115644: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:26:12.115661: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:26:12.115678: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:26:12.115695: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:26:12.115712: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:26:12.118333: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:26:12.118367: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:26:12.672746: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 11:26:12.672877: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 11:26:12.672890: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 11:26:12.676460: 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) +2022-10-14 11:27:44.432367: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 11:27:44.436355: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 11:27:44.534655: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:27:45.053082: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:27:45.055457: 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. +2022-10-14 11:29:53.098243: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:29:55.862786: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:29:55.863862: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 11:29:56.218130: 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 +2022-10-14 11:29:56.218246: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:29:56.220888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:29:56.220947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:29:56.222168: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:29:56.222482: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:29:56.225090: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:29:56.225760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:29:56.226129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:29:56.228905: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:29:56.229270: 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. +2022-10-14 11:29:56.229354: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:29:56.230726: 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 +2022-10-14 11:29:56.230752: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:29:56.230775: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:29:56.230794: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:29:56.230813: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:29:56.230830: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:29:56.230848: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:29:56.230866: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:29:56.230883: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:29:56.233494: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:29:56.233529: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:29:56.800115: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 11:29:56.800262: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 11:29:56.800276: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 11:29:56.803899: 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. +2022-10-14 11:31:20.578744: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 11:31:20.581510: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 11:31:20.646735: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:31:21.172598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:31:21.174462: 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. +2022-10-14 11:33:20.556181: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:33:23.490448: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:33:23.491536: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 11:33:23.925739: 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 +2022-10-14 11:33:23.925861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:33:23.928530: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:33:23.928594: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:33:23.929810: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:33:23.930139: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:33:23.932794: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:33:23.933489: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:33:23.933858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:33:23.936790: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:33:23.937145: 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. +2022-10-14 11:33:23.937230: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:33:23.938704: 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 +2022-10-14 11:33:23.938732: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:33:23.938779: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:33:23.938797: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:33:23.938814: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:33:23.938830: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:33:23.938846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:33:23.938861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:33:23.938877: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:33:23.941645: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:33:23.941684: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:33:24.508774: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 11:33:24.508902: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 11:33:24.508915: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 11:33:24.512505: 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) +2022-10-14 11:34:48.560995: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 11:34:48.563078: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 11:34:48.605620: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:34:49.158466: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:34:49.160204: 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. +2022-10-14 11:35:56.577211: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:35:57.959872: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:35:57.960829: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 11:35:58.436023: 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 +2022-10-14 11:35:58.436160: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:35:58.438771: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:35:58.438830: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:35:58.439982: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:35:58.440305: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:35:58.442820: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:35:58.443499: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:35:58.443869: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:35:58.446965: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:35:58.447304: 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. +2022-10-14 11:35:58.447388: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:35:58.448940: 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 +2022-10-14 11:35:58.448973: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:35:58.448993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:35:58.449010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:35:58.449027: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:35:58.449043: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:35:58.449069: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:35:58.449086: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:35:58.449102: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:35:58.452062: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:35:58.452101: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:35:59.018958: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 11:35:59.019103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 11:35:59.019117: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 11:35:59.022706: 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. +2022-10-14 11:36:16.708565: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 11:36:16.709206: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 11:36:16.932848: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:36:17.511018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:36:17.513072: 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/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_2//footprints’: File exists +2022-10-14 11:38:06.672487: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:38:08.050994: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:38:08.051983: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-14 11:38:08.533176: 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 +2022-10-14 11:38:08.533300: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:38:08.535907: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:38:08.535966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:38:08.537185: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:38:08.537504: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:38:08.540186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:38:08.540852: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:38:08.541235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:38:08.544438: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:38:08.544777: 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. +2022-10-14 11:38:08.544890: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-14 11:38:08.546467: 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 +2022-10-14 11:38:08.546498: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:38:08.546518: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:38:08.546535: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:38:08.546551: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-14 11:38:08.546567: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-14 11:38:08.546582: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-14 11:38:08.546598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-14 11:38:08.546614: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-14 11:38:08.549697: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-14 11:38:08.549738: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-14 11:38:09.116570: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-14 11:38:09.116701: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-14 11:38:09.116715: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-14 11:38:09.120316: 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) +2022-10-14 11:38:27.068110: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-14 11:38:27.068746: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-14 11:38:27.224037: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-14 11:38:27.806984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-14 11:38:27.808973: 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.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stdout.txt b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e3346c582957dc1cb2e52427cf6ff0fa28b4fea --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR355WAJ/logfile.modelling.fold_2.ENCSR355WAJ.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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