diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..fe704137a32cc2fbee77d4e1484d142ec7281aac 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,11 @@ 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.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR042DVU/logfile.modelling.fold_4.ENCSR042DVU.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR042DVU/logfile.modelling.fold_4.ENCSR042DVU.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR042DVU/logfile.modelling.fold_3.ENCSR042DVU.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR042DVU/logfile.modelling.fold_3.ENCSR042DVU.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout.txt filter=lfs diff=lfs merge=lfs -text diff --git a/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.args.json b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.args.json new file mode 100644 index 0000000000000000000000000000000000000000..61a06bcdfae5cdc51cfbe4e1192d664865b2c7ee --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.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/ENCSR042DVU//preprocessing/bigWigs/ENCSR042DVU.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//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/ENCSR042DVU//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.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a9a9bb81938f35b989e48f2350616790e552507d --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.batch_loss.tsv @@ -0,0 +1,31617 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 3.323575496673584 864.40185546875 798.2626953125 None None None +0 1 62.99590301513672 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2.2073121070861816 815.703125 771.7785034179688 None None None +0 1797 2.2064948081970215 815.6499633789062 771.7416381835938 None None None +0 1798 2.2055156230926514 815.58154296875 771.6927490234375 None None None +0 1799 2.2045891284942627 815.5347290039062 771.664306640625 None None None +0 1800 2.2036221027374268 815.4837646484375 771.632568359375 None None None +0 1801 2.2027816772460938 815.5087280273438 771.6742553710938 None None None +0 1802 2.201775550842285 815.5198974609375 771.7054443359375 None None None +0 1803 2.2009027004241943 815.4940185546875 771.6969604492188 None None None +0 1804 2.200399160385132 815.4547119140625 771.6676635742188 None None None +0 1805 2.199512481689453 815.4332885742188 771.6640014648438 None None None +0 1806 2.198606491088867 815.3270263671875 771.5757446289062 None None None +0 1807 2.19785737991333 815.3630981445312 771.6266479492188 None None None +0 1808 2.197061538696289 815.3551635742188 771.6345825195312 None None None +0 1809 2.1961829662323 815.3157958984375 771.6126708984375 None None None +0 1810 2.1954615116119385 815.31689453125 771.6280517578125 None None None +0 1811 2.1945605278015137 815.2720336914062 771.6011352539062 None None None +0 1812 2.193721294403076 815.20556640625 771.5513305664062 None None None +0 1813 2.1928064823150635 815.0928955078125 771.4569702148438 None None None +0 1814 2.192105531692505 815.0953979492188 771.473388671875 None None None +0 1815 2.1913974285125732 815.1022338867188 771.4943237304688 None None None +0 1816 2.1906375885009766 815.1353149414062 771.54248046875 None None None +0 1817 2.189887046813965 815.0667724609375 771.4889526367188 None None None +0 1818 2.1890861988067627 815.057861328125 771.4959716796875 None None None +0 1819 2.188218355178833 814.9766845703125 771.4320678710938 None None None +0 1820 2.187507390975952 814.8646240234375 771.3341674804688 None None None +0 1821 2.18658447265625 814.8780517578125 771.3659057617188 None None None +0 1822 2.185807466506958 814.826416015625 771.3297729492188 None None None +0 1823 2.1849524974823 814.72900390625 771.2493896484375 None None None +0 1824 2.1840808391571045 814.695556640625 771.2332763671875 None None None +0 1825 2.1832480430603027 814.6505126953125 771.2047729492188 None None None +0 1826 2.182368755340576 814.5802001953125 771.1519775390625 None None None +0 1827 2.181467294692993 814.5814208984375 771.171142578125 None None None +0 1828 2.1806259155273438 814.5084228515625 771.1148071289062 None None None +0 1829 2.179668664932251 814.502197265625 771.1276245117188 None None None +0 1830 2.1788012981414795 814.4993286132812 771.1420288085938 None None None +0 1831 2.1780335903167725 814.4727783203125 771.1307373046875 None None None +0 1832 2.1771090030670166 814.4050903320312 771.0814819335938 None None None +0 1833 2.1762399673461914 814.3607788085938 771.054443359375 None None None +0 1834 2.175363302230835 814.2859497070312 770.9970092773438 None None None +0 1835 2.1745195388793945 814.31201171875 771.0398559570312 None None None +0 1836 2.173626661300659 814.2634887695312 771.0091552734375 None None None +0 1837 2.1728193759918213 814.2447509765625 771.0064697265625 None None None +0 1838 2.1720664501190186 814.1837768554688 770.96044921875 None None None +0 1839 2.171221971511841 814.1287841796875 770.9223022460938 None None None +0 1840 2.1704182624816895 814.0955810546875 770.9050903320312 None None None +0 1841 2.1696462631225586 814.1078491210938 770.9327392578125 None None None +0 1842 2.168863534927368 814.0807495117188 770.9212036132812 None None None +0 1843 2.167931079864502 814.0101928710938 770.8692016601562 None None None +0 1844 2.1671242713928223 813.9879150390625 770.8629150390625 None None None +0 1845 2.166205406188965 813.9656372070312 770.8589477539062 None None None +0 1846 2.1653025150299072 813.94873046875 770.8599243164062 None None None +0 1847 2.1646370887756348 813.9957275390625 770.920166015625 None None None +0 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2.153712511062622 813.5291748046875 770.6710815429688 None None None +0 1862 2.152862071990967 813.4521484375 770.6109008789062 None None None +0 1863 2.152263641357422 813.4612426757812 770.6319580078125 None None None +0 1864 2.151630401611328 813.40966796875 770.593017578125 None None None +0 1865 2.1508209705352783 813.3136596679688 770.51318359375 None None None +0 1866 2.149998188018799 813.2979736328125 770.5137939453125 None None None +0 1867 2.149085521697998 813.3115234375 770.5455322265625 None None None +0 1868 2.1484060287475586 813.2684326171875 770.5159301757812 None None None +0 1869 2.1476032733917236 813.2708740234375 770.5343627929688 None None None +0 1870 2.1468300819396973 813.2357177734375 770.5145874023438 None None None +0 1871 2.1461257934570312 813.2537231445312 770.546630859375 None None None +0 1872 2.145324945449829 813.23681640625 770.5455932617188 None None None +0 1873 2.1446940898895264 813.25830078125 770.5796508789062 None None None +0 1874 2.144026279449463 813.2544555664062 770.589111328125 None None None +0 1875 2.1433587074279785 813.1557006835938 770.5036010742188 None None None +0 1876 2.1425626277923584 813.1121826171875 770.4758911132812 None None None +0 1877 2.14188289642334 813.0960083007812 770.4732666015625 None None None +0 1878 2.14113712310791 813.0372314453125 770.4293212890625 None None None +0 1879 2.140458106994629 812.9835205078125 770.38916015625 None None None +0 1880 2.139737129211426 812.94873046875 770.36865234375 None None None +0 1881 2.1390559673309326 812.9577026367188 770.3911743164062 None None None +0 1882 2.1382126808166504 812.8941040039062 770.3443603515625 None None None +0 1883 2.1375107765197754 812.79638671875 770.2606201171875 None None None +0 1884 2.1367101669311523 812.7297973632812 770.2098999023438 None None None +0 1885 2.135803699493408 812.6654052734375 770.16357421875 None None None +0 1886 2.135158061981201 812.6632690429688 770.17431640625 None None None +0 1887 2.1344099044799805 812.6805419921875 770.2064819335938 None None None +0 1888 2.133716344833374 812.6672973632812 770.20703125 None None None +0 1889 2.1329307556152344 812.6534423828125 770.2088012695312 None None None +0 1890 2.132256031036377 812.60400390625 770.1727905273438 None None None +0 1891 2.1314969062805176 812.6631469726562 770.2470703125 None None None +0 1892 2.130680561065674 812.6161499023438 770.2163696289062 None None None +0 1893 2.129889488220215 812.55712890625 770.173095703125 None None None +0 1894 2.1290600299835205 812.5181884765625 770.150634765625 None None None +0 1895 2.128166437149048 812.5043334960938 770.154541015625 None None None +0 1896 2.1273772716522217 812.4367065429688 770.1026611328125 None None None +0 1897 2.126617908477783 812.3700561523438 770.0511474609375 None None None +0 1898 2.1258559226989746 812.3335571289062 770.0298461914062 None None None +0 1899 2.125037908554077 812.2496948242188 769.9622192382812 None None None +0 1900 2.1243531703948975 812.3192749023438 770.0454711914062 None None None +0 1901 2.123734474182129 812.3300170898438 770.0685424804688 None None None +0 1902 2.123216152191162 812.2444458007812 769.9931640625 None None None +0 1903 2.122572898864746 812.1837768554688 769.9453735351562 None None None +0 1904 2.1217710971832275 812.1123046875 769.8898315429688 None None None +0 1905 2.121004819869995 812.04052734375 769.833251953125 None None None +0 1906 2.1203296184539795 812.03125 769.83740234375 None None None +0 1907 2.1195592880249023 811.9871215820312 769.80859375 None None None +0 1908 2.1189773082733154 811.9488525390625 769.7818603515625 None None None +0 1909 2.118192195892334 811.9204711914062 769.7691650390625 None None None +0 1910 2.1174802780151367 811.8947143554688 769.7576293945312 None None None +0 1911 2.116687059402466 811.8733520507812 769.7520141601562 None None None +0 1912 2.1160216331481934 811.9073486328125 769.7991943359375 None None None +0 1913 2.115278720855713 811.8922729492188 769.7988891601562 None None None +0 1914 2.114476442337036 811.7799682617188 769.7025756835938 None None None +0 1915 2.1136765480041504 811.7653198242188 769.7039184570312 None None None +0 1916 2.112938404083252 811.7279663085938 769.68115234375 None None None +0 1917 2.112227201461792 811.7249145507812 769.6921997070312 None None None +0 1918 2.1113665103912354 811.6900634765625 769.6744995117188 None None None +0 1919 2.1106324195861816 811.6944580078125 769.6935424804688 None None None +0 1920 2.1098475456237793 811.716796875 769.7315063476562 None None None +0 1921 2.109178304672241 811.666748046875 769.6947631835938 None None None +0 1922 2.108342170715332 811.5999145507812 769.6445922851562 None None None +0 1923 2.1076414585113525 811.5299682617188 769.588623046875 None None None +0 1924 2.106990337371826 811.4683227539062 769.5399169921875 None None None +0 1925 2.1062636375427246 811.387939453125 769.4739990234375 None None None +0 1926 2.1055290699005127 811.2935180664062 769.3941650390625 None None None +0 1927 2.104823112487793 811.2735595703125 769.3882446289062 None None None +0 1928 2.104166269302368 811.2780151367188 769.40576171875 None None None +0 1929 2.1033453941345215 811.264404296875 769.408447265625 None None None +0 1930 2.1025936603546143 811.2155151367188 769.3745727539062 None None None +0 1931 2.1017398834228516 811.2896728515625 769.4656982421875 None None None +0 1932 2.1009914875030518 811.2493896484375 769.4403076171875 None None None +0 1933 2.100245475769043 811.173583984375 769.3792724609375 None None None +0 1934 2.099688768386841 811.19140625 769.408203125 None None None +0 1935 2.0991339683532715 811.257568359375 769.4854125976562 None None None +0 1936 2.098391056060791 811.169921875 769.41259765625 None None None +0 1937 2.0977084636688232 811.0927124023438 769.348876953125 None None None +0 1938 2.0969138145446777 811.0962524414062 769.3682250976562 None None None +0 1939 2.0961902141571045 811.0433349609375 769.3297729492188 None None None +0 1940 2.0952963829040527 810.9763793945312 769.2805786132812 None None None +0 1941 2.094677448272705 810.9913330078125 769.307861328125 None None None +0 1942 2.094001293182373 810.9942016601562 769.3241577148438 None None None +0 1943 2.093384027481079 810.9124755859375 769.2546997070312 None None None +0 1944 2.092740774154663 810.8777465820312 769.2327270507812 None None None +0 1945 2.0921154022216797 810.8557739257812 769.2232666015625 None None None +0 1946 2.0914103984832764 810.8587646484375 769.2402954101562 None None None +0 1947 2.090613842010498 810.80517578125 769.2025146484375 None None None +0 1948 2.0899105072021484 810.8042602539062 769.2156372070312 None None None +0 1949 2.0891520977020264 810.724853515625 769.1513061523438 None None None +0 1950 2.0884335041046143 810.6130981445312 769.0538330078125 None None None +0 1951 2.087625741958618 810.5711669921875 769.028076171875 None None None +0 1952 2.086791753768921 810.5514526367188 769.0248413085938 None None None +0 1953 2.0861377716064453 810.4686279296875 768.9550170898438 None None None +0 1954 2.0854995250701904 810.4804077148438 768.9794921875 None None None +0 1955 2.0848593711853027 810.5048828125 769.0167236328125 None None None +0 1956 2.0841777324676514 810.4605102539062 768.9859619140625 None None None +0 1957 2.0834226608276367 810.3926391601562 768.93310546875 None None None +0 1958 2.0828118324279785 810.4068603515625 768.95947265625 None None None +0 1959 2.0820839405059814 810.3959350585938 768.9630737304688 None None None +0 1960 2.0813119411468506 810.2991943359375 768.8816528320312 None None None +0 1961 2.0806450843811035 810.3328857421875 768.9286499023438 None None None +0 1962 2.080007314682007 810.330322265625 768.938720703125 None None None +0 1963 2.0793185234069824 810.3758544921875 768.9979858398438 None None None +0 1964 2.0786163806915283 810.327392578125 768.9634399414062 None None None +0 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1978 2.069309711456299 809.7708740234375 768.5919189453125 None None None +0 1979 2.068514108657837 809.78173828125 768.6185913085938 None None None +0 1980 2.0678040981292725 809.7377319335938 768.5887451171875 None None None +0 1981 2.0671002864837646 809.7671508789062 768.6322021484375 None None None +0 1982 2.0664031505584717 809.7685546875 768.6475219726562 None None None +0 1983 2.0656614303588867 809.688232421875 768.5818481445312 None None None +0 1984 2.064941167831421 809.5818481445312 768.4898681640625 None None None +0 1985 2.064352512359619 809.5677490234375 768.4874877929688 None None None +0 1986 2.063687324523926 809.5082397460938 768.4412231445312 None None None +0 1987 2.063124895095825 809.4807739257812 768.4249267578125 None None None +0 1988 2.0625295639038086 809.4874877929688 768.4434814453125 None None None +0 1989 2.0618724822998047 809.474609375 768.4436645507812 None None None +0 1990 2.0611987113952637 809.4432373046875 768.4256591796875 None None None +0 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2.042278528213501 808.6290893554688 767.9880981445312 None None None +0 2018 2.041541576385498 808.6176147460938 767.9912719726562 None None None +0 2019 2.040844678878784 808.5713500976562 767.9589233398438 None None None +0 2020 2.0400781631469727 808.575927734375 767.9786376953125 None None None +0 2021 2.0393404960632324 808.5126342773438 767.9299926757812 None None None +0 2022 2.0387697219848633 808.532470703125 767.961181640625 None None None +0 2023 2.038087844848633 808.5043334960938 767.9465942382812 None None None +0 2024 2.037421941757202 808.5109252929688 767.966552734375 None None None +0 2025 2.0368199348449707 808.53564453125 768.0032348632812 None None None +0 2026 2.036097288131714 808.5202026367188 768.0021362304688 None None None +0 2027 2.0354714393615723 808.4983520507812 767.9927978515625 None None None +0 2028 2.0347671508789062 808.4939575195312 768.00244140625 None None None +0 2029 2.0340399742126465 808.4734497070312 767.9963989257812 None None None +0 2030 2.0333423614501953 808.4227294921875 767.9595947265625 None None None +0 2031 2.032686710357666 808.4254150390625 767.975341796875 None None None +0 2032 2.032094955444336 808.406982421875 767.9686889648438 None None None +0 2033 2.03157114982605 808.4404296875 768.0125122070312 None None None +0 2034 2.0310068130493164 808.4573974609375 768.0407104492188 None None None +0 2035 2.0303823947906494 808.4514770507812 768.0472412109375 None None None +0 2036 2.029865264892578 808.3920288085938 767.998046875 None None None +0 2037 2.0292065143585205 808.2660522460938 767.8851318359375 None None None +0 2038 2.0285956859588623 808.218017578125 767.8492431640625 None None None +0 2039 2.028007984161377 808.2469482421875 767.889892578125 None None None +0 2040 2.0273807048797607 808.2412719726562 767.896728515625 None None None +0 2041 2.0268754959106445 808.2427368164062 767.908203125 None None None +0 2042 2.0262820720672607 808.17578125 767.85302734375 None None None +0 2043 2.025529623031616 808.1299438476562 767.8221435546875 None None None +0 2044 2.0248489379882812 808.093994140625 767.7998046875 None None None +0 2045 2.024151563644409 808.0283813476562 767.748046875 None None None +0 2046 2.0235345363616943 808.0997314453125 767.831787109375 None None None +0 2047 2.022819757461548 808.0573120117188 767.8035888671875 None None None +0 2048 2.0221352577209473 808.016357421875 767.7761840820312 None None None +0 2049 2.0215864181518555 807.9629516601562 767.7337646484375 None None None +0 2050 2.020951986312866 807.9629516601562 767.746337890625 None None None +0 2051 2.020362138748169 807.885009765625 767.6800537109375 None None None +0 2052 2.0197508335113525 807.870361328125 767.6776123046875 None None None +0 2053 2.019010305404663 807.8343505859375 767.65625 None None None +0 2054 2.018373727798462 807.7947998046875 767.62939453125 None None None +0 2055 2.0176942348480225 807.7067260742188 767.5548706054688 None None None +0 2056 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2.008974313735962 807.4151000976562 767.436767578125 None None None +0 2070 2.00826096534729 807.3815307617188 767.4174194335938 None None None +0 2071 2.007615566253662 807.3336181640625 767.38232421875 None None None +0 2072 2.006956100463867 807.243896484375 767.3057250976562 None None None +0 2073 2.006429672241211 807.3158569335938 767.38818359375 None None None +0 2074 2.005741596221924 807.2608032226562 767.3467407226562 None None None +0 2075 2.0051255226135254 807.2399291992188 767.3380737304688 None None None +0 2076 2.004464864730835 807.1824340820312 767.2937622070312 None None None +0 2077 2.0038931369781494 807.2476196289062 767.3703002929688 None None None +0 2078 2.0033655166625977 807.1710205078125 767.3041381835938 None None None +0 2079 2.002725124359131 807.1295776367188 767.2755126953125 None None None +0 2080 2.0021955966949463 807.0984497070312 767.2548828125 None None None +0 2081 2.00162672996521 807.04052734375 767.208251953125 None None None +0 2082 2.0009536743164062 807.000244140625 767.1813354492188 None None None +0 2083 2.0003108978271484 806.98974609375 767.1836547851562 None None None +0 2084 1.9997587203979492 806.9478759765625 767.15283203125 None None None +0 2085 1.9991682767868042 806.9946899414062 767.2113647460938 None None None +0 2086 1.9985350370407104 806.9794921875 767.208740234375 None None None +0 2087 1.9979851245880127 806.9432983398438 767.1834716796875 None None None +0 2088 1.9973280429840088 806.8659057617188 767.1192016601562 None None None +0 2089 1.9968361854553223 806.8392944335938 767.1024169921875 None None None +0 2090 1.9961920976638794 806.7921142578125 767.0680541992188 None None None +0 2091 1.9956327676773071 806.8098754882812 767.096923828125 None None None +0 2092 1.9950082302093506 806.7372436523438 767.0367431640625 None None None +0 2093 1.9944044351577759 806.7244262695312 767.0359497070312 None None None +0 2094 1.9937293529510498 806.6627197265625 766.9876708984375 None None None +0 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704.4696655273438 None None None +2 1937 0.5890911817550659 716.1891479492188 704.4658203125 None None None +2 1938 0.5890728831291199 716.2407836914062 704.5177612304688 None None None +2 1939 0.5892151594161987 716.2839965820312 704.5581665039062 None None None +2 1940 0.5891547799110413 716.264892578125 704.540283203125 None None None +2 1941 0.5890792608261108 716.2281494140625 704.5050659179688 None None None +2 1942 0.5891759991645813 716.2380981445312 704.5130615234375 None None None +2 1943 0.589139461517334 716.2470703125 704.522705078125 None None None +2 1944 0.5891523957252502 716.279541015625 704.554931640625 None None None +2 1945 0.5891079902648926 716.2564086914062 704.53271484375 None None None +2 1946 0.589088499546051 716.1746215820312 704.4512939453125 None None None +2 1947 0.5890743136405945 716.220947265625 704.4978637695312 None None None +2 1948 0.5890090465545654 716.2066650390625 704.4849243164062 None None None +2 1949 0.5890044569969177 716.1941528320312 704.4724731445312 None None None +2 1950 0.5889245867729187 716.1549072265625 704.434814453125 None None None +2 1951 0.5888062119483948 716.0930786132812 704.3753662109375 None None None +2 1952 0.5887594819068909 716.1006469726562 704.3838500976562 None None None +2 1953 0.5886936187744141 716.0864868164062 704.3709716796875 None None None +2 1954 0.5886357426643372 716.0562133789062 704.3418579101562 None None None +2 1955 0.5885770916938782 715.9701538085938 704.2570190429688 None None None +2 1956 0.5885791182518005 715.9374389648438 704.2241821289062 None None None +2 1957 0.5885800123214722 715.9222412109375 704.208984375 None None None +2 1958 0.5886655449867249 715.9072265625 704.1921997070312 None None None +2 1959 0.588821530342102 715.9075317382812 704.1893310546875 None None None +2 1960 0.5887671113014221 715.8956909179688 704.1785888671875 None None None +2 1961 0.5887424349784851 715.900634765625 704.1840209960938 None None None +2 1962 0.5887387990951538 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715.9413452148438 704.2366333007812 None None None +2 1976 0.5880822539329529 715.99267578125 704.2893676757812 None None None +2 1977 0.5881075263023376 715.9559326171875 704.2520751953125 None None None +2 1978 0.5881311893463135 716.017333984375 704.3130493164062 None None None +2 1979 0.5880382657051086 715.9907836914062 704.288330078125 None None None +2 1980 0.5878847241401672 715.9764404296875 704.2769775390625 None None None +2 1981 0.5878260135650635 715.9627075195312 704.264404296875 None None None +2 1982 0.5878763198852539 715.9785766601562 704.279296875 None None None +2 1983 0.5879004001617432 715.9322509765625 704.232421875 None None None +2 1984 0.5880557894706726 715.9275512695312 704.2246704101562 None None None +2 1985 0.5880931615829468 715.9536743164062 704.2500610351562 None None None +2 1986 0.5880653262138367 715.9622802734375 704.2591552734375 None None None +2 1987 0.5881409049034119 715.980224609375 704.275634765625 None None None +2 1988 0.5882095694541931 715.9757690429688 704.2698364257812 None None None +2 1989 0.5882209539413452 716.0136108398438 704.3074951171875 None None None +2 1990 0.5881627798080444 715.9951171875 704.2901611328125 None None None +2 1991 0.5881174206733704 716.0050659179688 704.3009643554688 None None None +2 1992 0.5880823731422424 715.9696655273438 704.2662963867188 None None None +2 1993 0.5880919098854065 715.99609375 704.29248046875 None None None +2 1994 0.588132917881012 716.00439453125 704.300048828125 None None None +2 1995 0.5881220102310181 716.039794921875 704.335693359375 None None None +2 1996 0.5881592631340027 716.0010375976562 704.296142578125 None None None +2 1997 0.5880447030067444 716.087890625 704.3851928710938 None None None +2 1998 0.5880540013313293 716.0845336914062 704.3817138671875 None None None +2 1999 0.5879306793212891 716.0714111328125 704.3710327148438 None None None +2 2000 0.587841808795929 716.0967407226562 704.3981323242188 None None None +2 2001 0.5878129005432129 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None +3 1926 0.5508937835693359 709.28759765625 698.3247680664062 None None None +3 1927 0.55080646276474 709.2064819335938 698.245361328125 None None None +3 1928 0.5508905649185181 709.2620849609375 698.29931640625 None None None +3 1929 0.5508812665939331 709.2965698242188 698.3340454101562 None None None +3 1930 0.5508615970611572 709.3107299804688 698.3486328125 None None None +3 1931 0.550870418548584 709.268310546875 698.3059692382812 None None None +3 1932 0.5508923530578613 709.2960205078125 698.333251953125 None None None +3 1933 0.5508714318275452 709.2693481445312 698.3070068359375 None None None +3 1934 0.5509141683578491 709.236572265625 698.2733764648438 None None None +3 1935 0.5508133172988892 709.2470092773438 698.2858276367188 None None None +3 1936 0.5507993698120117 709.2892456054688 698.328369140625 None None None +3 1937 0.5508750677108765 709.3030395507812 698.3406372070312 None None None +3 1938 0.5508322715759277 709.2836303710938 698.3220825195312 None None None +3 1939 0.5507964491844177 709.3060913085938 698.3452758789062 None None None +3 1940 0.5506923198699951 709.3069458007812 698.34814453125 None None None +3 1941 0.5506196618080139 709.311767578125 698.3543701171875 None None None +3 1942 0.5505375266075134 709.2245483398438 698.268798828125 None None None +3 1943 0.5504715442657471 709.1809692382812 698.2265014648438 None None None +3 1944 0.5504606366157532 709.1996459960938 698.2454223632812 None None None +3 1945 0.5504888892173767 709.1951904296875 698.2403564453125 None None None +3 1946 0.5505147576332092 709.1888427734375 698.2334594726562 None None None +3 1947 0.5505347847938538 709.2470703125 698.291259765625 None None None +3 1948 0.5504834651947021 709.2277221679688 698.27294921875 None None None +3 1949 0.5504003167152405 709.2135009765625 698.2603759765625 None None None +3 1950 0.550441563129425 709.2540283203125 698.300048828125 None None None +3 1951 0.5504101514816284 709.2393188476562 698.2859497070312 None 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None +4 1903 0.5213912725448608 702.5914916992188 692.2156372070312 None None None +4 1904 0.5214096307754517 702.5743408203125 692.1981201171875 None None None +4 1905 0.521385669708252 702.59619140625 692.2203979492188 None None None +4 1906 0.5213835835456848 702.6520385742188 692.2763671875 None None None +4 1907 0.5214270353317261 702.6301879882812 692.253662109375 None None None +4 1908 0.5214886665344238 702.6893920898438 692.3116455078125 None None None +4 1909 0.5214922428131104 702.689697265625 692.3119506835938 None None None +4 1910 0.521393358707428 702.745361328125 692.3695678710938 None None None +4 1911 0.5212827920913696 702.7152099609375 692.3416137695312 None None None +4 1912 0.5212560296058655 702.709228515625 692.3362426757812 None None None +4 1913 0.5212424993515015 702.7150268554688 692.3422241210938 None None None +4 1914 0.5212257504463196 702.7139892578125 692.341552734375 None None None +4 1915 0.5211564898490906 702.676513671875 692.3054809570312 None None None +4 1916 0.5211193561553955 702.6885986328125 692.3182373046875 None None None +4 1917 0.5211164355278015 702.6892700195312 692.3189697265625 None None None +4 1918 0.5212032794952393 702.7009887695312 692.3290405273438 None None None +4 1919 0.5211774706840515 702.64990234375 692.2784423828125 None None None +4 1920 0.5211447477340698 702.638427734375 692.2676391601562 None None None +4 1921 0.5211066007614136 702.6503295898438 692.2803344726562 None None None +4 1922 0.5210127234458923 702.6104125976562 692.2422485351562 None None None +4 1923 0.5209834575653076 702.5995483398438 692.2319946289062 None None None +4 1924 0.5209457874298096 702.625244140625 692.2583618164062 None None None +4 1925 0.5209580659866333 702.6038818359375 692.2367553710938 None None None +4 1926 0.5209136009216309 702.6439819335938 692.2777709960938 None None None +4 1927 0.5208207964897156 702.6356201171875 692.271240234375 None None None +4 1928 0.5209333300590515 702.64697265625 692.2803344726562 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0.5217475891113281 702.3076782226562 691.9249267578125 None None None +4 1981 0.5217821002006531 702.2657470703125 691.88232421875 None None None +4 1982 0.5217637419700623 702.2724609375 691.889404296875 None None None +4 1983 0.52176833152771 702.2742309570312 691.8910522460938 None None None +4 1984 0.5218786001205444 702.2630004882812 691.8776245117188 None None None +4 1985 0.5218136310577393 702.2918090820312 691.90771484375 None None None +4 1986 0.5218985676765442 702.3342895507812 691.9485473632812 None None None +4 1987 0.5220404863357544 702.4039916992188 692.0154418945312 None None None +4 1988 0.5220571160316467 702.4097290039062 692.0208129882812 None None None +4 1989 0.5220556259155273 702.4358520507812 692.0470581054688 None None None +4 1990 0.5220676064491272 702.4400634765625 692.051025390625 None None None +4 1991 0.522086501121521 702.4052734375 692.015869140625 None None None +4 1992 0.5221478343009949 702.3875732421875 691.9969482421875 None None None +4 1993 0.5221958756446838 702.3984985351562 692.0069580078125 None None None +4 1994 0.5221779942512512 702.365478515625 691.9741821289062 None None None +4 1995 0.522223711013794 702.3756713867188 691.9835205078125 None None None +4 1996 0.5222094058990479 702.3624267578125 691.970458984375 None None None +4 1997 0.5221897959709167 702.3551635742188 691.963623046875 None None None +4 1998 0.5222253203392029 702.3435668945312 691.9512939453125 None None None +4 1999 0.5222512483596802 702.3828735351562 691.9901733398438 None None None +4 2000 0.5222281217575073 702.3482666015625 691.9560546875 None None None +4 2001 0.5222343802452087 702.3522338867188 691.9598388671875 None None None +4 2002 0.5222316980361938 702.3104248046875 691.918212890625 None None None +4 2003 0.5221483707427979 702.3302001953125 691.9395751953125 None None None +4 2004 0.5222305059432983 702.3126220703125 691.9203491210938 None None None +4 2005 0.522311806678772 702.2754516601562 691.8815307617188 None None None +4 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0.5010770559310913 696.9825439453125 687.0109252929688 None None None +5 1932 0.5010320544242859 696.9902954101562 687.0195922851562 None None None +5 1933 0.5010574460029602 697.004150390625 687.032958984375 None None None +5 1934 0.5011206269264221 697.0167236328125 687.0442504882812 None None None +5 1935 0.5010743141174316 697.0462036132812 687.0746459960938 None None None +5 1936 0.5010298490524292 697.04296875 687.0723266601562 None None None +5 1937 0.5010692477226257 697.0192260742188 687.0477905273438 None None None +5 1938 0.5011217594146729 697.0233764648438 687.0509033203125 None None None +5 1939 0.5011530518531799 697.026611328125 687.053466796875 None None None +5 1940 0.501143217086792 697.0361938476562 687.063232421875 None None None +5 1941 0.5011416673660278 696.9904174804688 687.0175170898438 None None None +5 1942 0.5010616183280945 696.9508666992188 686.9795532226562 None None None +5 1943 0.5009851455688477 696.9390258789062 686.96923828125 None None None +5 1944 0.500934362411499 696.8936157226562 686.9248046875 None None None +5 1945 0.5008703470230103 696.8965454101562 686.9290771484375 None None None +5 1946 0.5008186101913452 696.8549194335938 686.888427734375 None None None +5 1947 0.5008761882781982 696.8757934570312 686.908203125 None None None +5 1948 0.5008265376091003 696.8514404296875 686.8848266601562 None None None +5 1949 0.5008171200752258 696.8050537109375 686.838623046875 None None None +5 1950 0.5006821155548096 696.8148803710938 686.8511352539062 None None None +5 1951 0.5007163286209106 696.7814331054688 686.8170166015625 None None None +5 1952 0.5006937980651855 696.8182373046875 686.8543090820312 None None None +5 1953 0.5006450414657593 696.8603515625 686.8973999023438 None None None +5 1954 0.5006901621818542 696.8729248046875 686.9090576171875 None None None +5 1955 0.5006332993507385 696.8748779296875 686.9121704101562 None None None +5 1956 0.5005778670310974 696.8973388671875 686.9357299804688 None None None +5 1957 0.500589907169342 696.8790283203125 686.917236328125 None None None +5 1958 0.5005159974098206 696.8660888671875 686.9057006835938 None None None +5 1959 0.5005238056182861 696.887451171875 686.9269409179688 None None None +5 1960 0.5004966259002686 696.9035034179688 686.9435424804688 None None None +5 1961 0.5004779696464539 696.9107055664062 686.951171875 None None None +5 1962 0.5004519820213318 696.8473510742188 686.8883056640625 None None None +5 1963 0.5003564357757568 696.843017578125 686.8858032226562 None None None +5 1964 0.50025475025177 696.7836303710938 686.8284912109375 None None None +5 1965 0.5003241896629333 696.81982421875 686.86328125 None None None +5 1966 0.5002906918525696 696.765380859375 686.8095092773438 None None None +5 1967 0.500321626663208 696.741455078125 686.7850341796875 None None None +5 1968 0.5003254413604736 696.7882080078125 686.8316650390625 None None None +5 1969 0.5003398656845093 696.8069458007812 686.8501586914062 None None None +5 1970 0.5003868937492371 696.7523803710938 686.794677734375 None None None +5 1971 0.500375509262085 696.8305053710938 686.873046875 None None None +5 1972 0.5004258155822754 696.833740234375 686.875244140625 None None None +5 1973 0.5003879070281982 696.812255859375 686.8545532226562 None None None +5 1974 0.500528872013092 696.829833984375 686.8693237304688 None None None +5 1975 0.5004742741584778 696.7578735351562 686.7985229492188 None None None +5 1976 0.5005335211753845 696.7501220703125 686.78955078125 None None None +5 1977 0.5005978941917419 696.7921752929688 686.8303833007812 None None None +5 1978 0.500611424446106 696.765380859375 686.8032836914062 None None None +5 1979 0.5006198883056641 696.7947998046875 686.83251953125 None None None +5 1980 0.5006105899810791 696.8008422851562 686.8386840820312 None None None +5 1981 0.5006071329116821 696.7395629882812 686.7775268554688 None None None +5 1982 0.5005735158920288 696.7256469726562 686.7642822265625 None None None +5 1983 0.5005362629890442 696.7255249023438 686.764892578125 None None None +5 1984 0.500479519367218 696.7173461914062 686.7578125 None None None +5 1985 0.5004441738128662 696.7022705078125 686.743408203125 None None None +5 1986 0.5004322528839111 696.6964111328125 686.73779296875 None None None +5 1987 0.5004688501358032 696.7233276367188 686.7639770507812 None None None +5 1988 0.5004878044128418 696.7275390625 686.7678833007812 None None None +5 1989 0.5005128383636475 696.734375 686.7742309570312 None None None +5 1990 0.5004376769065857 696.7626953125 686.8040161132812 None None None +5 1991 0.5003841519355774 696.7697143554688 686.8120727539062 None None None +5 1992 0.5003257989883423 696.7735595703125 686.8170776367188 None None None +5 1993 0.5003271102905273 696.787841796875 686.8313598632812 None None None +5 1994 0.5003448128700256 696.7554321289062 686.798583984375 None None None +5 1995 0.5003299713134766 696.7219848632812 686.7654418945312 None None None +5 1996 0.5002908110618591 696.6576538085938 686.701904296875 None None None +5 1997 0.5002371072769165 696.639404296875 686.6846923828125 None None None +5 1998 0.500259518623352 696.6094360351562 686.6542358398438 None None None +5 1999 0.5001896619796753 696.6296997070312 686.6759033203125 None None None +5 2000 0.5002529621124268 696.6040649414062 686.6490478515625 None None None +5 2001 0.5001864433288574 696.603271484375 686.6495361328125 None None None +5 2002 0.5001599788665771 696.538818359375 686.5856323242188 None None None +5 2003 0.5001741051673889 696.5819702148438 686.6285400390625 None None None +5 2004 0.5001627802848816 696.5586547851562 686.6054077148438 None None None +5 2005 0.5002068281173706 696.6001586914062 686.6460571289062 None None None +5 2006 0.5002512335777283 696.6944580078125 686.7394409179688 None None None +5 2007 0.5002205967903137 696.6661376953125 686.7117309570312 None None None +5 2008 0.5002048015594482 696.6500244140625 686.6958618164062 None None None 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0.5006548166275024 696.5056762695312 686.5427856445312 None None None +5 2049 0.5006002187728882 696.542724609375 686.5808715820312 None None None +5 2050 0.5005739331245422 696.514892578125 686.5535888671875 None None None +5 2051 0.5005558729171753 696.5164184570312 686.5554809570312 None None None +5 2052 0.5004994869232178 696.5086059570312 686.548828125 None None None +5 2053 0.5004975199699402 696.5256958007812 686.5659790039062 None None None +5 2054 0.5005649328231812 696.5067749023438 686.5457153320312 None None None +5 2055 0.5005162358283997 696.5166015625 686.5565185546875 None None None +5 2056 0.5005451440811157 696.4848022460938 686.5241088867188 None None None +5 2057 0.5005733966827393 696.4347534179688 686.4735107421875 None None None +5 2058 0.5006039142608643 696.4959106445312 686.5341186523438 None None None +5 2059 0.5005469918251038 696.50390625 686.543212890625 None None None +5 2060 0.5005272626876831 696.4944458007812 686.5341186523438 None None None +5 2061 0.5004932880401611 696.53564453125 686.5760498046875 None None None +5 2062 0.5004498362541199 696.5062866210938 686.5474853515625 None None None +5 2063 0.5004466772079468 696.4838256835938 686.5250854492188 None None None +5 2064 0.5003414154052734 696.4581298828125 686.50146484375 None None None +5 2065 0.5003753900527954 696.4195556640625 686.4622192382812 None None None +5 2066 0.5003466010093689 696.4164428710938 686.459716796875 None None None +5 2067 0.5002914667129517 696.3978271484375 686.4421997070312 None None None +5 2068 0.5003206729888916 696.3820190429688 686.4258422851562 None None None +5 2069 0.5003000497817993 696.3905029296875 686.4347534179688 None None None +5 2070 0.5003067255020142 696.367431640625 686.41162109375 None None None +5 2071 0.5002917051315308 696.357421875 686.40185546875 None None None +5 2072 0.5002291798591614 696.3651123046875 686.4108276367188 None None None +5 2073 0.5001463294029236 696.3493041992188 686.3966674804688 None None None +5 2074 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1931 0.48769673705101013 691.7574462890625 682.0526733398438 None None None +6 1932 0.48759925365448 691.729248046875 682.0264282226562 None None None +6 1933 0.4876047372817993 691.7767944335938 682.0738525390625 None None None +6 1934 0.48757123947143555 691.7794189453125 682.0770874023438 None None None +6 1935 0.48762890696525574 691.8414306640625 682.1380615234375 None None None +6 1936 0.48762550950050354 691.8207397460938 682.117431640625 None None None +6 1937 0.48764142394065857 691.786376953125 682.082763671875 None None None +6 1938 0.48759710788726807 691.7283325195312 682.0255737304688 None None None +6 1939 0.48762571811676025 691.7799072265625 682.0765991210938 None None None +6 1940 0.4875827729701996 691.7898559570312 682.08740234375 None None None +6 1941 0.48753124475479126 691.7960815429688 682.0946655273438 None None None +6 1942 0.48753097653388977 691.7244262695312 682.0230712890625 None None None +6 1943 0.4875210225582123 691.785888671875 682.084716796875 None 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None +6 1995 0.48794040083885193 691.6784057617188 681.9684448242188 None None None +6 1996 0.48795923590660095 691.6544799804688 681.9441528320312 None None None +6 1997 0.4881434738636017 691.6029663085938 681.8889770507812 None None None +6 1998 0.48824504017829895 691.5970458984375 681.8810424804688 None None None +6 1999 0.4882810115814209 691.5890502929688 681.8722534179688 None None None +6 2000 0.48835018277168274 691.5962524414062 681.8781127929688 None None None +6 2001 0.48825812339782715 691.5592041015625 681.8428344726562 None None None +6 2002 0.4882672131061554 691.5577392578125 681.8411865234375 None None None +6 2003 0.4882490634918213 691.583251953125 681.8671875 None None None +6 2004 0.48825058341026306 691.56884765625 681.8527221679688 None None None +6 2005 0.4883212149143219 691.58447265625 681.8670043945312 None None None +6 2006 0.4882346987724304 691.584716796875 681.868896484375 None None None +6 2007 0.4882490038871765 691.5617065429688 681.8456420898438 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0.4762594699859619 689.617431640625 680.1397705078125 None None None +7 1906 0.4762455224990845 689.5984497070312 680.1209716796875 None None None +7 1907 0.476239413022995 689.6336059570312 680.15625 None None None +7 1908 0.47617584466934204 689.5970458984375 680.1209716796875 None None None +7 1909 0.4762110114097595 689.6621704101562 680.1854858398438 None None None +7 1910 0.47617337107658386 689.6849365234375 680.208984375 None None None +7 1911 0.4761583209037781 689.6438598632812 680.168212890625 None None None +7 1912 0.4762123227119446 689.6866455078125 680.2099609375 None None None +7 1913 0.4762330949306488 689.6519165039062 680.1748046875 None None None +7 1914 0.4761992394924164 689.62890625 680.1524658203125 None None None +7 1915 0.47611531615257263 689.6529541015625 680.1781616210938 None None None +7 1916 0.47602710127830505 689.7410888671875 680.2681274414062 None None None +7 1917 0.47597163915634155 689.6781616210938 680.2062377929688 None None None +7 1918 0.4758925437927246 689.6600952148438 680.1897583007812 None None None +7 1919 0.47582003474235535 689.6445922851562 680.1756591796875 None None None +7 1920 0.4758712947368622 689.5914306640625 680.1213989257812 None None None +7 1921 0.47581562399864197 689.5570068359375 680.088134765625 None None None +7 1922 0.47584792971611023 689.529296875 680.0597534179688 None None None +7 1923 0.47590482234954834 689.5466918945312 680.0759887695312 None None None +7 1924 0.4758739471435547 689.55615234375 680.0860595703125 None None None +7 1925 0.47582894563674927 689.6329956054688 680.163818359375 None None None +7 1926 0.4757687449455261 689.6361694335938 680.168212890625 None None None +7 1927 0.47574499249458313 689.6159057617188 680.1483764648438 None None None +7 1928 0.47576823830604553 689.6062622070312 680.1382446289062 None None None +7 1929 0.47572705149650574 689.5847778320312 680.1176147460938 None None None +7 1930 0.4757317006587982 689.5621948242188 680.0949096679688 None None None +7 1931 0.4757040739059448 689.578369140625 680.1116333007812 None None None +7 1932 0.4756791889667511 689.57763671875 680.1113891601562 None None None +7 1933 0.47564491629600525 689.5513305664062 680.0858154296875 None None None +7 1934 0.47559428215026855 689.49853515625 680.0339965820312 None None None +7 1935 0.4756697714328766 689.564697265625 680.0986328125 None None None +7 1936 0.47566184401512146 689.5307006835938 680.0647583007812 None None None +7 1937 0.47563353180885315 689.530517578125 680.065185546875 None None None +7 1938 0.47559306025505066 689.5633544921875 680.0988159179688 None None None +7 1939 0.475619912147522 689.549560546875 680.0845336914062 None None None +7 1940 0.4755914807319641 689.637451171875 680.1729125976562 None None None +7 1941 0.4758073389530182 689.5620727539062 680.0933227539062 None None None +7 1942 0.4757687449455261 689.5340576171875 680.0660400390625 None None None +7 1943 0.4758066236972809 689.6105346679688 680.1417846679688 None None None +7 1944 0.47579145431518555 689.552734375 680.0842895507812 None None None +7 1945 0.4757576882839203 689.5804443359375 680.1127319335938 None None None +7 1946 0.4756866693496704 689.5558471679688 680.0894775390625 None None None +7 1947 0.47567614912986755 689.5482788085938 680.0821533203125 None None None +7 1948 0.47566962242126465 689.5736694335938 680.1077270507812 None None None +7 1949 0.4755973219871521 689.5701904296875 680.105712890625 None None None +7 1950 0.47565844655036926 689.6318359375 680.1661376953125 None None None +7 1951 0.47559046745300293 689.5640869140625 680.0996704101562 None None None +7 1952 0.47554609179496765 689.5509643554688 680.0874633789062 None None None +7 1953 0.47545984387397766 689.507080078125 680.0452880859375 None None None +7 1954 0.4755111634731293 689.48828125 680.0255126953125 None None None +7 1955 0.4754846692085266 689.4913330078125 680.0291137695312 None None None +7 1956 0.4754927456378937 689.536865234375 680.0745239257812 None None None +7 1957 0.47544392943382263 689.5057373046875 680.0443115234375 None None None +7 1958 0.4755134582519531 689.4850463867188 680.0222778320312 None None None +7 1959 0.4754893183708191 689.4882202148438 680.02587890625 None None None +7 1960 0.47548091411590576 689.4932861328125 680.0311889648438 None None None +7 1961 0.4754231870174408 689.500732421875 680.039794921875 None None None +7 1962 0.4754682779312134 689.4949951171875 680.0331420898438 None None None +7 1963 0.4754127264022827 689.4822998046875 680.0216064453125 None None None +7 1964 0.4753630757331848 689.4883422851562 680.0286254882812 None None None +7 1965 0.47531595826148987 689.458251953125 679.99951171875 None None None +7 1966 0.47529053688049316 689.4849853515625 680.0267944335938 None None None +7 1967 0.4752957820892334 689.4901733398438 680.0318603515625 None None None +7 1968 0.47537538409233093 689.4654541015625 680.005615234375 None None None +7 1969 0.47545015811920166 689.4696655273438 680.00830078125 None None None +7 1970 0.4755086898803711 689.5717163085938 680.1091918945312 None None None +7 1971 0.47559764981269836 689.5527954101562 680.0884399414062 None None None +7 1972 0.4757612943649292 689.5613403320312 680.0938110351562 None None None +7 1973 0.4756931960582733 689.5451049804688 680.078857421875 None None None +7 1974 0.47565773129463196 689.550537109375 680.0850219726562 None None None +7 1975 0.4756166934967041 689.5289916992188 680.0642700195312 None None None +7 1976 0.47558724880218506 689.45849609375 679.9944458007812 None None None +7 1977 0.4755985140800476 689.4658203125 680.0015258789062 None None None +7 1978 0.47558125853538513 689.4442138671875 679.9802856445312 None None None +7 1979 0.47558385133743286 689.4536743164062 679.9896850585938 None None None +7 1980 0.47563108801841736 689.4483642578125 679.9835205078125 None None None +7 1981 0.47578877210617065 689.4443359375 679.9763793945312 None None None +7 1982 0.4758966267108917 689.4481201171875 679.9779663085938 None None None +7 1983 0.47589582204818726 689.4419555664062 679.9718017578125 None None None +7 1984 0.47592610120773315 689.4822387695312 680.0115356445312 None None None +7 1985 0.4759499132633209 689.4635620117188 679.9923706054688 None None None +7 1986 0.47585049271583557 689.4837036132812 680.0144653320312 None None None +7 1987 0.4759441018104553 689.470947265625 679.9998779296875 None None None +7 1988 0.47591838240623474 689.4600830078125 679.989501953125 None None None +7 1989 0.47590893507003784 689.4727783203125 680.00244140625 None None None +7 1990 0.4759259819984436 689.45263671875 679.9819946289062 None None None +7 1991 0.4759087860584259 689.4183959960938 679.947998046875 None None None +7 1992 0.4759911298751831 689.453369140625 679.9813842773438 None None None +7 1993 0.4759422242641449 689.4318237304688 679.9607543945312 None None None +7 1994 0.4758833050727844 689.3984985351562 679.9285278320312 None None None +7 1995 0.4759056568145752 689.4157104492188 679.9453125 None None None +7 1996 0.47593170404434204 689.3829956054688 679.912109375 None None None +7 1997 0.4759226143360138 689.3792724609375 679.9085693359375 None None None +7 1998 0.47594180703163147 689.3792724609375 679.9081420898438 None None None +7 1999 0.4759405553340912 689.4100341796875 679.93896484375 None None None +7 2000 0.47592946887016296 689.4168701171875 679.9459838867188 None None None +7 2001 0.47589752078056335 689.4147338867188 679.9445190429688 None None None +7 2002 0.47585371136665344 689.3738403320312 679.9044799804688 None None None +7 2003 0.47585585713386536 689.3011474609375 679.8317260742188 None None None +7 2004 0.4758617579936981 689.2777709960938 679.8082275390625 None None None +7 2005 0.4758196771144867 689.279296875 679.810546875 None None None +7 2006 0.47578030824661255 689.2193603515625 679.75146484375 None None None +7 2007 0.47583508491516113 689.21533203125 679.746337890625 None None None +7 2008 0.47591519355773926 689.2151489257812 679.7445678710938 None None None +7 2009 0.4759367108345032 689.1807861328125 679.7097778320312 None None None +7 2010 0.4758373498916626 689.152587890625 679.6835327148438 None None None +7 2011 0.47584033012390137 689.158203125 679.6891479492188 None None None +7 2012 0.4759902060031891 689.1873779296875 679.71533203125 None None None +7 2013 0.47593140602111816 689.2147827148438 679.7439575195312 None None None +7 2014 0.4760117828845978 689.1896362304688 679.7172241210938 None None None +7 2015 0.4760860800743103 689.1610107421875 679.6871337890625 None None None +7 2016 0.4761047661304474 689.1329956054688 679.65869140625 None None None +7 2017 0.4762125313282013 689.1798706054688 679.7034912109375 None None None +7 2018 0.4762052893638611 689.1753540039062 679.6990966796875 None None None +7 2019 0.4761542081832886 689.221923828125 679.7467041015625 None None None +7 2020 0.4761793911457062 689.2091674804688 679.7333984375 None None None +7 2021 0.47618991136550903 689.2347412109375 679.7587280273438 None None None +7 2022 0.4762125611305237 689.271484375 679.7950439453125 None None None +7 2023 0.4762405753135681 689.3009033203125 679.8238525390625 None None None +7 2024 0.4762386977672577 689.3818969726562 679.9048461914062 None None None +7 2025 0.4762793481349945 689.40185546875 679.924072265625 None None None +7 2026 0.4762849807739258 689.3726196289062 679.8947143554688 None None None +7 2027 0.4762331545352936 689.4164428710938 679.9395751953125 None None None +7 2028 0.47617194056510925 689.3995361328125 679.9238891601562 None None None +7 2029 0.47617119550704956 689.3720092773438 679.8963012695312 None None None +7 2030 0.47612473368644714 689.4500732421875 679.9752807617188 None None None +7 2031 0.4761302173137665 689.43701171875 679.962158203125 None None None +7 2032 0.4761422574520111 689.5728759765625 680.0977783203125 None None None +7 2033 0.4761388599872589 689.556640625 680.0816650390625 None None None 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2047 0.47588518261909485 689.6835327148438 680.2137451171875 None None None +7 2048 0.4759405255317688 689.7147827148438 680.243896484375 None None None +7 2049 0.4758671820163727 689.7023315429688 680.23291015625 None None None +7 2050 0.4758152365684509 689.7125244140625 680.244140625 None None None +7 2051 0.4757860004901886 689.6767578125 680.2089233398438 None None None +7 2052 0.4757624864578247 689.6392211914062 680.171875 None None None +7 2053 0.4757513701915741 689.6070556640625 680.139892578125 None None None +7 2054 0.47567513585090637 689.5882568359375 680.1226196289062 None None None +7 2055 0.4757227301597595 689.5460205078125 680.0794067382812 None None None +7 2056 0.47576904296875 689.5403442382812 680.0728149414062 None None None +7 2057 0.47582197189331055 689.5241088867188 680.0555419921875 None None None +7 2058 0.4757843017578125 689.57421875 680.1063232421875 None None None +7 2059 0.4758162796497345 689.5796508789062 680.1111450195312 None None None +7 2060 0.4758839011192322 689.5607299804688 680.0908813476562 None None None +7 2061 0.47584104537963867 689.54833984375 680.0794067382812 None None None +7 2062 0.4757704734802246 689.5896606445312 680.1220703125 None None None +7 2063 0.475724995136261 689.5262451171875 680.0596313476562 None None None +7 2064 0.47582048177719116 689.4954223632812 680.0269165039062 None None None +7 2065 0.4757682979106903 689.46875 680.0013427734375 None None None +7 2066 0.47579842805862427 689.4735107421875 680.0054321289062 None None None +7 2067 0.47577327489852905 689.4596557617188 679.9921264648438 None None None +7 2068 0.4758549928665161 689.4387817382812 679.9696044921875 None None None +7 2069 0.47589030861854553 689.452392578125 679.9825439453125 None None None +7 2070 0.47590523958206177 689.437255859375 679.9671020507812 None None None +7 2071 0.47589385509490967 689.3938598632812 679.9238891601562 None None None +7 2072 0.4759086072444916 689.4009399414062 679.9306640625 None None None +7 2073 0.47594812512397766 689.4083862304688 679.9373168945312 None None None +7 2074 0.4759342670440674 689.4298095703125 679.958984375 None None None +7 2075 0.4758813977241516 689.3612060546875 679.8914184570312 None None None +7 2076 0.4758087396621704 689.3431396484375 679.8746948242188 None None None +7 2077 0.4757744073867798 689.3380737304688 679.870361328125 None None None +7 2078 0.47574135661125183 689.3338623046875 679.8668212890625 None None None +7 2079 0.4757450819015503 689.3558959960938 679.8887939453125 None None None +7 2080 0.4757433235645294 689.3538818359375 679.88671875 None None None +7 2081 0.47577187418937683 689.3889770507812 679.9212646484375 None None None +7 2082 0.47567230463027954 689.3749389648438 679.9092407226562 None None None +7 2083 0.4756544232368469 689.3682250976562 679.90283203125 None None None +7 2084 0.4756307899951935 689.3919677734375 679.9270629882812 None None None +7 2085 0.47563600540161133 689.3699951171875 679.9049682617188 None None None +7 2086 0.47563496232032776 689.406005859375 679.9410400390625 None None None +7 2087 0.47561541199684143 689.4064331054688 679.9418334960938 None None None +7 2088 0.4755849838256836 689.41455078125 679.9505615234375 None None None +7 2089 0.4755539894104004 689.4466552734375 679.9832763671875 None None None +7 2090 0.47553327679634094 689.4566650390625 679.99365234375 None None None +7 2091 0.47552549839019775 689.470947265625 680.0081176757812 None None None +7 2092 0.4755078852176666 689.4178466796875 679.9554443359375 None None None +7 2093 0.4754785895347595 689.494140625 680.0322875976562 None None None +7 2094 0.4754945635795593 689.5519409179688 680.0897827148438 None None None +7 2095 0.47550341486930847 689.5687255859375 680.1063842773438 None None None +7 2096 0.47557175159454346 689.5228881835938 680.0591430664062 None None None +7 2097 0.4756023585796356 689.5122680664062 680.0479125976562 None None None +7 2098 0.4755418300628662 689.4915771484375 680.0283813476562 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1905 0.4623364210128784 684.54248046875 675.3412475585938 None None None +8 1906 0.46231523156166077 684.5789184570312 675.3780517578125 None None None +8 1907 0.4623064696788788 684.6253051757812 675.4246826171875 None None None +8 1908 0.46226242184638977 684.6356201171875 675.435791015625 None None None +8 1909 0.4622713625431061 684.5990600585938 675.3991088867188 None None None +8 1910 0.4623105525970459 684.6853637695312 675.4845581054688 None None None +8 1911 0.4623156487941742 684.6609497070312 675.4600830078125 None None None +8 1912 0.4623628854751587 684.672119140625 675.4702758789062 None None None +8 1913 0.4623108506202698 684.734375 675.5336303710938 None None None +8 1914 0.4622327387332916 684.7101440429688 675.510986328125 None None None +8 1915 0.46225041151046753 684.7057495117188 675.5062866210938 None None None +8 1916 0.4622661769390106 684.693603515625 675.4938354492188 None None None +8 1917 0.4622538685798645 684.6649780273438 675.4653930664062 None None None 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None +8 1931 0.46184778213500977 684.882568359375 675.6911010742188 None None None +8 1932 0.46197858452796936 684.8800659179688 675.6859741210938 None None None +8 1933 0.4619874060153961 684.8966674804688 675.702392578125 None None None +8 1934 0.46194738149642944 684.9140014648438 675.7205200195312 None None None +8 1935 0.4619169235229492 684.8826904296875 675.6898193359375 None None None +8 1936 0.4619389474391937 684.9022216796875 675.708984375 None None None +8 1937 0.46187692880630493 684.8645629882812 675.6725463867188 None None None +8 1938 0.46192967891693115 684.9044189453125 675.7113037109375 None None None +8 1939 0.4618549048900604 684.871826171875 675.6802368164062 None None None +8 1940 0.4617697298526764 684.8314819335938 675.6415405273438 None None None +8 1941 0.46185120940208435 684.8134765625 675.6218872070312 None None None +8 1942 0.46186673641204834 684.859130859375 675.6671752929688 None None None +8 1943 0.4618719220161438 684.8822021484375 675.690185546875 None None None +8 1944 0.46186116337776184 684.885986328125 675.6942138671875 None None None +8 1945 0.46187302470207214 684.8200073242188 675.6279907226562 None None None +8 1946 0.461825430393219 684.8034057617188 675.6123657226562 None None None +8 1947 0.46177467703819275 684.8114013671875 675.621337890625 None None None +8 1948 0.46175551414489746 684.8350830078125 675.6453857421875 None None None +8 1949 0.46184414625167847 684.8211059570312 675.629638671875 None None None +8 1950 0.4619232714176178 684.8599853515625 675.6669921875 None None None +8 1951 0.4618768095970154 684.8594970703125 675.6674194335938 None None None +8 1952 0.4618868827819824 684.8192138671875 675.6268310546875 None None None +8 1953 0.4618852436542511 684.8499755859375 675.65771484375 None None None +8 1954 0.4618740379810333 684.8385009765625 675.6464233398438 None None None +8 1955 0.4619254469871521 684.85888671875 675.6658325195312 None None None +8 1956 0.4619498550891876 684.8562622070312 675.6626586914062 None None None +8 1957 0.4619807004928589 684.8339233398438 675.6397705078125 None None None +8 1958 0.46198228001594543 684.8876953125 675.6934814453125 None None None +8 1959 0.46193888783454895 684.9061889648438 675.7128295898438 None None None +8 1960 0.46193554997444153 684.8296508789062 675.6364135742188 None None None +8 1961 0.46193748712539673 684.826416015625 675.6331176757812 None None None +8 1962 0.4618963599205017 684.80078125 675.6082763671875 None None None +8 1963 0.4619375169277191 684.8116455078125 675.618408203125 None None None +8 1964 0.4619908332824707 684.7982177734375 675.6038818359375 None None None +8 1965 0.4618997573852539 684.7451782226562 675.5526733398438 None None None +8 1966 0.4619583785533905 684.724365234375 675.5307006835938 None None None +8 1967 0.46196210384368896 684.711181640625 675.5173950195312 None None None +8 1968 0.46198710799217224 684.7338256835938 675.53955078125 None None None +8 1969 0.46204686164855957 684.7980346679688 675.6026000976562 None None None +8 1970 0.46205413341522217 684.8272094726562 675.631591796875 None None None +8 1971 0.46196824312210083 684.8862915039062 675.6923828125 None None None +8 1972 0.4619074761867523 684.9080810546875 675.7153930664062 None None None +8 1973 0.46187344193458557 685.0131225585938 675.8211669921875 None None None +8 1974 0.46189558506011963 685.0558471679688 675.8634033203125 None None None +8 1975 0.46180737018585205 685.0135498046875 675.8228759765625 None None None +8 1976 0.46173158288002014 685.0938110351562 675.9047241210938 None None None +8 1977 0.46170109510421753 685.108154296875 675.9196166992188 None None None +8 1978 0.46169376373291016 685.1185913085938 675.93017578125 None None None +8 1979 0.46163052320480347 685.1055297851562 675.9183959960938 None None None +8 1980 0.4616049826145172 685.0825805664062 675.8958740234375 None None None +8 1981 0.4615969955921173 685.0708618164062 675.8843383789062 None None None +8 1982 0.46162348985671997 685.0269775390625 675.8399047851562 None None None +8 1983 0.46161338686943054 685.0506591796875 675.8637084960938 None None None +8 1984 0.4616638720035553 685.1690673828125 675.981201171875 None None None +8 1985 0.461619108915329 685.1561889648438 675.96923828125 None None None +8 1986 0.4616519808769226 685.1541137695312 675.9664916992188 None None None +8 1987 0.46164658665657043 685.1882934570312 676.000732421875 None None None +8 1988 0.4616718292236328 685.2337646484375 676.0457763671875 None None None +8 1989 0.46167173981666565 685.2745971679688 676.0865478515625 None None None +8 1990 0.46167871356010437 685.3157348632812 676.1275024414062 None None None +8 1991 0.46160662174224854 685.2791748046875 676.0924072265625 None None None +8 1992 0.461632639169693 685.2910766601562 676.1038208007812 None None None +8 1993 0.461642324924469 685.2977905273438 676.1102905273438 None None None +8 1994 0.46154823899269104 685.25830078125 676.0726928710938 None None None +8 1995 0.4615892171859741 685.27978515625 676.0934448242188 None None None +8 1996 0.46154752373695374 685.3131103515625 676.1275634765625 None None None +8 1997 0.4616415202617645 685.283447265625 676.0960083007812 None None None +8 1998 0.4615963399410248 685.266845703125 676.0802001953125 None None None +8 1999 0.4615924656391144 685.2984008789062 676.1118774414062 None None None +8 2000 0.4615430533885956 685.3238525390625 676.1383056640625 None None None +8 2001 0.46154075860977173 685.3170776367188 676.1315307617188 None None None +8 2002 0.4615514576435089 685.3795166015625 676.1937866210938 None None None +8 2003 0.46154677867889404 685.4761352539062 676.2904663085938 None None None +8 2004 0.46150198578834534 685.4686889648438 676.283935546875 None None None +8 2005 0.46162694692611694 685.4607543945312 676.2734985351562 None None None +8 2006 0.46169179677963257 685.4686279296875 676.2800903320312 None None None +8 2007 0.4616369903087616 685.4552612304688 676.267822265625 None None None +8 2008 0.46159878373146057 685.4473876953125 676.2606811523438 None None None +8 2009 0.46158191561698914 685.449951171875 676.2636108398438 None None None +8 2010 0.4616525173187256 685.50048828125 676.3128051757812 None None None +8 2011 0.4616636633872986 685.487548828125 676.2996215820312 None None None +8 2012 0.4616539478302002 685.447265625 676.2595825195312 None None None +8 2013 0.46159595251083374 685.4495849609375 676.2630615234375 None None None +8 2014 0.46164369583129883 685.4212646484375 676.2337646484375 None None None +8 2015 0.4615875482559204 685.4663696289062 676.2799682617188 None None None +8 2016 0.4615815281867981 685.4073486328125 676.2210083007812 None None None +8 2017 0.46160441637039185 685.36767578125 676.180908203125 None None None +8 2018 0.4615229070186615 685.3342895507812 676.1491088867188 None None None +8 2019 0.4615308940410614 685.3221435546875 676.1368408203125 None None None +8 2020 0.46148207783699036 685.2720947265625 676.0877685546875 None None None +8 2021 0.46142664551734924 685.253662109375 676.0704345703125 None None None +8 2022 0.4614330530166626 685.2376708984375 676.0542602539062 None None None +8 2023 0.46146583557128906 685.2393188476562 676.0552978515625 None None None +8 2024 0.4614177346229553 685.2632446289062 676.0802001953125 None None None +8 2025 0.4614335894584656 685.2775268554688 676.0941772460938 None None None +8 2026 0.46140795946121216 685.3036499023438 676.1207275390625 None None None +8 2027 0.46145063638687134 685.2820434570312 676.0983276367188 None None None +8 2028 0.4614863097667694 685.2454223632812 676.0609741210938 None None None +8 2029 0.4615221321582794 685.320068359375 676.1348876953125 None None None +8 2030 0.46149370074272156 685.38818359375 676.20361328125 None None None +8 2031 0.46152201294898987 685.4454345703125 676.2603149414062 None None None +8 2032 0.46157121658325195 685.4111328125 676.2250366210938 None None None +8 2033 0.46155717968940735 685.40283203125 676.2169799804688 None None None +8 2034 0.4614984095096588 685.3959350585938 676.2113037109375 None None None +8 2035 0.4615216851234436 685.3599243164062 676.1748046875 None None None +8 2036 0.4615265130996704 685.3858032226562 676.2006225585938 None None None +8 2037 0.46149295568466187 685.35400390625 676.1695556640625 None None None +8 2038 0.46150508522987366 685.3431396484375 676.1583862304688 None None None +8 2039 0.46141138672828674 685.3224487304688 676.1395874023438 None None None +8 2040 0.4614718556404114 685.3181762695312 676.1341552734375 None None None +8 2041 0.4614233374595642 685.235595703125 676.0526123046875 None None None +8 2042 0.4614054262638092 685.1715087890625 675.9888305664062 None None None +8 2043 0.46152469515800476 685.1696166992188 675.9845581054688 None None None +8 2044 0.4615362882614136 685.1849975585938 675.9996948242188 None None None +8 2045 0.46146532893180847 685.1844482421875 676.0005493164062 None None None +8 2046 0.4614972472190857 685.1765747070312 675.9920654296875 None None None +8 2047 0.46155402064323425 685.1834716796875 675.997802734375 None None None +8 2048 0.4615249037742615 685.1689453125 675.9838256835938 None None None +8 2049 0.46148332953453064 685.1905517578125 676.0062866210938 None None None +8 2050 0.46147358417510986 685.1806030273438 675.9965209960938 None None None +8 2051 0.4615379869937897 685.1925048828125 676.0072021484375 None None None +8 2052 0.461514413356781 685.1858520507812 676.0009765625 None None None +8 2053 0.4615634083747864 685.1607666015625 675.9749755859375 None None None +8 2054 0.4615321159362793 685.17138671875 675.9862670898438 None None None +8 2055 0.4615558683872223 685.2044067382812 676.018798828125 None None None +8 2056 0.4615391492843628 685.2965087890625 676.1112060546875 None None None +8 2057 0.46153074502944946 685.30322265625 676.1181030273438 None None None +8 2058 0.46147361397743225 685.3165283203125 676.132568359375 None 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None +8 2072 0.46140792965888977 685.1498413085938 675.9672241210938 None None None +8 2073 0.4615115523338318 685.1032104492188 675.91845703125 None None None +8 2074 0.4614734649658203 685.1483764648438 675.9644165039062 None None None +8 2075 0.4614243805408478 685.1348876953125 675.951904296875 None None None +8 2076 0.4613920748233795 685.095947265625 675.91357421875 None None None +8 2077 0.461345374584198 685.1043090820312 675.9229125976562 None None None +8 2078 0.46123507618904114 685.0494384765625 675.8701782226562 None None None +8 2079 0.4612652659416199 685.0341186523438 675.8543090820312 None None None +8 2080 0.46121999621391296 684.9974365234375 675.8185424804688 None None None +8 2081 0.461234986782074 685.0306396484375 675.8514404296875 None None None +8 2082 0.46119385957717896 684.9989013671875 675.8206176757812 None None None +8 2083 0.46131616830825806 685.0323486328125 675.8516235351562 None None None +8 2084 0.46130090951919556 685.0623779296875 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0.44934266805648804 681.4756469726562 672.5337524414062 None None None +9 1919 0.4493584930896759 681.5155029296875 672.5733032226562 None None None +9 1920 0.44925880432128906 681.5553588867188 672.6151733398438 None None None +9 1921 0.44938093423843384 681.5399780273438 672.5973510742188 None None None +9 1922 0.4493219256401062 681.4867553710938 672.5452270507812 None None None +9 1923 0.4492633640766144 681.55322265625 672.6128540039062 None None None +9 1924 0.44921743869781494 681.5704345703125 672.6309814453125 None None None +9 1925 0.4491938352584839 681.5983276367188 672.6593627929688 None None None +9 1926 0.4491916000843048 681.5452880859375 672.6063232421875 None None None +9 1927 0.4491642713546753 681.4880981445312 672.5496826171875 None None None +9 1928 0.4491219222545624 681.4317626953125 672.4942626953125 None None None +9 1929 0.44917982816696167 681.414306640625 672.4756469726562 None None None +9 1930 0.4492393136024475 681.4714965820312 672.5316772460938 None None None +9 1931 0.44923514127731323 681.4898071289062 672.5499877929688 None None None +9 1932 0.4492532014846802 681.5013427734375 672.5612182617188 None None None +9 1933 0.44952282309532166 681.4569702148438 672.5114135742188 None None None +9 1934 0.44960153102874756 681.4637451171875 672.5166625976562 None None None +9 1935 0.4495760202407837 681.5237426757812 672.5771484375 None None None +9 1936 0.4496477544307709 681.5426025390625 672.5946044921875 None None None +9 1937 0.44959959387779236 681.586181640625 672.63916015625 None None None +9 1938 0.44961780309677124 681.523681640625 672.5763549804688 None None None +9 1939 0.4496493935585022 681.4862060546875 672.5382690429688 None None None +9 1940 0.44971075654029846 681.5192260742188 672.570068359375 None None None +9 1941 0.4497360587120056 681.587890625 672.6381225585938 None None None +9 1942 0.4497213363647461 681.6190795898438 672.669677734375 None None None +9 1943 0.44964465498924255 681.7264404296875 672.778564453125 None None None +9 1944 0.44964560866355896 681.7288208007812 672.7808227539062 None None None +9 1945 0.4497303068637848 681.7803955078125 672.8307495117188 None None None +9 1946 0.4498685300350189 681.7850952148438 672.832763671875 None None None +9 1947 0.4497913718223572 681.7685546875 672.8176879882812 None None None +9 1948 0.4497718811035156 681.7863159179688 672.8358764648438 None None None +9 1949 0.449771523475647 681.731689453125 672.7813110351562 None None None +9 1950 0.44976308941841125 681.7305297851562 672.7803344726562 None None None +9 1951 0.44982820749282837 681.747314453125 672.7957763671875 None None None +9 1952 0.4498201906681061 681.74609375 672.7947387695312 None None None +9 1953 0.44991955161094666 681.8232421875 672.8699340820312 None None None +9 1954 0.4498971402645111 681.7763671875 672.823486328125 None None None +9 1955 0.4498850405216217 681.8194580078125 672.8668212890625 None None None +9 1956 0.44994664192199707 681.8150634765625 672.8612060546875 None None None +9 1957 0.4498664438724518 681.82470703125 672.8724365234375 None None None +9 1958 0.44978269934654236 681.8485107421875 672.89794921875 None None None +9 1959 0.4496977627277374 681.8602294921875 672.911376953125 None None None +9 1960 0.44966816902160645 681.9180297851562 672.9697875976562 None None None +9 1961 0.44960689544677734 681.9196166992188 672.9725341796875 None None None +9 1962 0.44959285855293274 681.8995971679688 672.9528198242188 None None None +9 1963 0.4495362937450409 681.8892822265625 672.943603515625 None None None +9 1964 0.4495399594306946 681.8492431640625 672.9035034179688 None None None +9 1965 0.44950219988822937 681.8186645507812 672.8736572265625 None None None +9 1966 0.44947171211242676 681.8439331054688 672.8995361328125 None None None +9 1967 0.4494744539260864 681.8203735351562 672.8759765625 None None None +9 1968 0.44957345724105835 681.8497314453125 672.9033203125 None None None +9 1969 0.4494696259498596 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0.44915544986724854 681.873046875 672.934814453125 None None None +9 1996 0.4491475224494934 681.8622436523438 672.9241333007812 None None None +9 1997 0.44912853837013245 681.8675537109375 672.9298095703125 None None None +9 1998 0.4491529166698456 681.9279174804688 672.9896850585938 None None None +9 1999 0.44918182492256165 681.9993286132812 673.0604858398438 None None None +9 2000 0.4491814970970154 682.0479736328125 673.109130859375 None None None +9 2001 0.4491790533065796 682.0579223632812 673.119140625 None None None +9 2002 0.4492585062980652 681.9899291992188 673.049560546875 None None None +9 2003 0.44929254055023193 682.0120239257812 673.0709228515625 None None None +9 2004 0.4492841958999634 682.026611328125 673.0856323242188 None None None +9 2005 0.44934749603271484 682.0559692382812 673.11376953125 None None None +9 2006 0.4494240880012512 682.0597534179688 673.1160278320312 None None None +9 2007 0.449496328830719 682.1756591796875 673.2305908203125 None None None +9 2008 0.44940245151519775 682.18310546875 673.2398681640625 None None None +9 2009 0.4494265019893646 682.1710205078125 673.227294921875 None None None +9 2010 0.449532151222229 682.1548461914062 673.208984375 None None None +9 2011 0.44966354966163635 682.1707763671875 673.2222900390625 None None None +9 2012 0.449713796377182 682.23388671875 673.284423828125 None None None +9 2013 0.44972357153892517 682.2109375 673.26123046875 None None None +9 2014 0.44969093799591064 682.1857299804688 673.2366333007812 None None None +9 2015 0.44971075654029846 682.1959228515625 673.2464599609375 None None None +9 2016 0.4498230814933777 682.2827758789062 673.3310546875 None None None +9 2017 0.44983816146850586 682.32958984375 673.3775634765625 None None None +9 2018 0.4499208927154541 682.3175048828125 673.36376953125 None None None +9 2019 0.44991475343704224 682.3965454101562 673.4429931640625 None None None +9 2020 0.44994476437568665 682.386962890625 673.4327392578125 None None None +9 2021 0.44999706745147705 682.3768920898438 673.4217529296875 None None None +9 2022 0.44993534684181213 682.3219604492188 673.3680419921875 None None None +9 2023 0.4498955309391022 682.364501953125 673.4113159179688 None None None +9 2024 0.4498354494571686 682.3582153320312 673.40625 None None None +9 2025 0.4498583674430847 682.3610229492188 673.4085693359375 None None None +9 2026 0.4498175382614136 682.3646850585938 673.4130249023438 None None None +9 2027 0.44980090856552124 682.3143310546875 673.363037109375 None None None +9 2028 0.44977670907974243 682.270263671875 673.3194580078125 None None None +9 2029 0.44974789023399353 682.1767578125 673.2265625 None None None +9 2030 0.44970569014549255 682.1660766601562 673.2166137695312 None None None +9 2031 0.44969913363456726 682.2010498046875 673.251708984375 None None None +9 2032 0.4496411979198456 682.2633056640625 673.315185546875 None None None +9 2033 0.44962695240974426 682.2520141601562 673.30419921875 None None None +9 2034 0.4496525526046753 682.2527465820312 673.304443359375 None None None +9 2035 0.44963517785072327 682.2138671875 673.265869140625 None None None +9 2036 0.44965946674346924 682.201904296875 673.25341796875 None None None +9 2037 0.44960829615592957 682.1964111328125 673.2489624023438 None None None +9 2038 0.4496094882488251 682.2182006835938 673.2706909179688 None None None +9 2039 0.4496348202228546 682.2152709960938 673.2672729492188 None None None +9 2040 0.4496872127056122 682.2830810546875 673.3340454101562 None None None +9 2041 0.44967377185821533 682.3219604492188 673.3732299804688 None None None +9 2042 0.44968411326408386 682.3387451171875 673.3897705078125 None None None +9 2043 0.4496474862098694 682.3843383789062 673.4360961914062 None None None +9 2044 0.44971388578414917 682.4111328125 673.4614868164062 None None None +9 2045 0.4497376084327698 682.3529663085938 673.40283203125 None None None +9 2046 0.4499083459377289 682.3482055664062 673.3947143554688 None None None 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669.8474731445312 None None None +10 1906 0.43454107642173767 678.510986328125 669.8638305664062 None None None +10 1907 0.43455544114112854 678.5382690429688 669.890869140625 None None None +10 1908 0.43452969193458557 678.51708984375 669.8702392578125 None None None +10 1909 0.4345024526119232 678.5027465820312 669.8563842773438 None None None +10 1910 0.4345594048500061 678.459228515625 669.8117065429688 None None None +10 1911 0.43462833762168884 678.4475708007812 669.7986450195312 None None None +10 1912 0.43459585309028625 678.4868774414062 669.8385620117188 None None None +10 1913 0.4346138536930084 678.5330200195312 669.8843994140625 None None None +10 1914 0.4345914423465729 678.4910278320312 669.8428955078125 None None None +10 1915 0.43449729681015015 678.5335083007812 669.8872680664062 None None None +10 1916 0.4344784915447235 678.53759765625 669.8917236328125 None None None +10 1917 0.4344434440135956 678.541259765625 669.89599609375 None None None +10 1918 0.43436914682388306 678.51953125 669.8757934570312 None None None +10 1919 0.434283047914505 678.478759765625 669.8367309570312 None None None +10 1920 0.43427392840385437 678.5489501953125 669.9071044921875 None None None +10 1921 0.43436336517333984 678.5472412109375 669.903564453125 None None None +10 1922 0.434392511844635 678.5777587890625 669.9335327148438 None None None +10 1923 0.4343755543231964 678.6203002929688 669.9763793945312 None None None +10 1924 0.43434733152389526 678.6399536132812 669.99658203125 None None None +10 1925 0.4343028962612152 678.6460571289062 670.0035400390625 None None None +10 1926 0.43439409136772156 678.6419067382812 669.99755859375 None None None +10 1927 0.4343470335006714 678.61181640625 669.9683837890625 None None None +10 1928 0.43425559997558594 678.55859375 669.9169921875 None None None +10 1929 0.4342327415943146 678.55712890625 669.9159545898438 None None None +10 1930 0.4342220723628998 678.5587158203125 669.917724609375 None None None +10 1931 0.4342336058616638 678.5808715820312 669.9396362304688 None None None +10 1932 0.4342323839664459 678.6387939453125 669.9976196289062 None None None +10 1933 0.4342804551124573 678.629638671875 669.9874267578125 None None None +10 1934 0.43419384956359863 678.5940551757812 669.9536743164062 None None None +10 1935 0.43424007296562195 678.6105346679688 669.9691772460938 None None None +10 1936 0.43422192335128784 678.6299438476562 669.9889526367188 None None None +10 1937 0.4342494010925293 678.5847778320312 669.9431762695312 None None None +10 1938 0.4341777265071869 678.5740356445312 669.9338989257812 None None None +10 1939 0.43413692712783813 678.6489868164062 670.0096435546875 None None None +10 1940 0.43417224287986755 678.6220703125 669.9819946289062 None None None +10 1941 0.4341989755630493 678.579833984375 669.9392700195312 None None None +10 1942 0.43426400423049927 678.5263671875 669.8844604492188 None None None +10 1943 0.4342505931854248 678.5263671875 669.8847045898438 None None None +10 1944 0.43425270915031433 678.5403442382812 669.898681640625 None None None +10 1945 0.43423572182655334 678.591064453125 669.9496459960938 None None None +10 1946 0.4342014491558075 678.6197509765625 669.9790649414062 None None None +10 1947 0.4341617524623871 678.5906372070312 669.9507446289062 None None None +10 1948 0.43432125449180603 678.5908203125 669.94775390625 None None None +10 1949 0.4343271255493164 678.5667724609375 669.9235229492188 None None None +10 1950 0.4343583285808563 678.500244140625 669.8563842773438 None None None +10 1951 0.434279203414917 678.52880859375 669.8865966796875 None None None +10 1952 0.4342995285987854 678.5462036132812 669.903564453125 None None None +10 1953 0.4343045949935913 678.5479125976562 669.9051513671875 None None None +10 1954 0.4343422055244446 678.5296020507812 669.8860473632812 None None None +10 1955 0.4343568980693817 678.5342407226562 669.890380859375 None None None +10 1956 0.4343814253807068 678.53466796875 669.8903198242188 None None None +10 1957 0.43438467383384705 678.5039672851562 669.8595581054688 None None None +10 1958 0.43435409665107727 678.5222778320312 669.8785400390625 None None None +10 1959 0.4343888759613037 678.4912719726562 669.8468017578125 None None None +10 1960 0.43442609906196594 678.5303344726562 669.8851318359375 None None None +10 1961 0.43447399139404297 678.5889282226562 669.9427490234375 None None None +10 1962 0.43442100286483765 678.5980834960938 669.9530639648438 None None None +10 1963 0.434411883354187 678.664794921875 670.0198974609375 None None None +10 1964 0.43443095684051514 678.701416015625 670.0560913085938 None None None +10 1965 0.4344494938850403 678.6890258789062 670.0433349609375 None None None +10 1966 0.4344201385974884 678.7264404296875 670.0813598632812 None None None +10 1967 0.4343463182449341 678.67626953125 670.0326538085938 None None None +10 1968 0.4344659149646759 678.7089233398438 670.06298828125 None None None +10 1969 0.434460312128067 678.6925048828125 670.046630859375 None None None +10 1970 0.4344499707221985 678.6988525390625 670.0531616210938 None None None +10 1971 0.4345409572124481 678.6847534179688 670.0372924804688 None None None +10 1972 0.43446141481399536 678.6679077148438 670.02197265625 None None None +10 1973 0.43446633219718933 678.6734008789062 670.0274047851562 None None None +10 1974 0.4344313442707062 678.6317749023438 669.9864501953125 None None None +10 1975 0.43444710969924927 678.654296875 670.0086669921875 None None None +10 1976 0.4344092011451721 678.65869140625 670.0138549804688 None None None +10 1977 0.434328556060791 678.6358642578125 669.9926147460938 None None None +10 1978 0.4343385398387909 678.6239624023438 669.9805297851562 None None None +10 1979 0.43437090516090393 678.6845703125 670.0404663085938 None None None +10 1980 0.43429192900657654 678.6897583007812 670.0471801757812 None None None +10 1981 0.43426716327667236 678.6814575195312 670.0394287109375 None None None +10 1982 0.43427973985671997 678.6597900390625 670.0175170898438 None None None +10 1983 0.43437328934669495 678.6221923828125 669.97802734375 None None None +10 1984 0.434445858001709 678.5988159179688 669.9532470703125 None None None +10 1985 0.43444693088531494 678.6742553710938 670.0286254882812 None None None +10 1986 0.43440011143684387 678.7232666015625 670.0785522460938 None None None +10 1987 0.4343952536582947 678.749755859375 670.1051025390625 None None None +10 1988 0.4343741238117218 678.7620239257812 670.1177368164062 None None None +10 1989 0.43437233567237854 678.7620849609375 670.1177978515625 None None None +10 1990 0.43449729681015015 678.713134765625 670.06640625 None None None +10 1991 0.43452146649360657 678.7025756835938 670.0553588867188 None None None +10 1992 0.4344787001609802 678.6603393554688 670.0140380859375 None None None +10 1993 0.43444177508354187 678.6340942382812 669.9884643554688 None None None +10 1994 0.4345192611217499 678.6490478515625 670.0018920898438 None None None +10 1995 0.4344346225261688 678.5922241210938 669.9466552734375 None None None +10 1996 0.43456026911735535 678.5450439453125 669.8970336914062 None None None +10 1997 0.4345667362213135 678.5206298828125 669.8724975585938 None None None +10 1998 0.43464919924736023 678.5165405273438 669.8667602539062 None None None +10 1999 0.434641033411026 678.590087890625 669.9404907226562 None None None +10 2000 0.43465960025787354 678.5540161132812 669.904052734375 None None None +10 2001 0.4345986545085907 678.5762329101562 669.927490234375 None None None +10 2002 0.4345572292804718 678.5863037109375 669.9383544921875 None None None +10 2003 0.43455713987350464 678.58837890625 669.9403686523438 None None None +10 2004 0.4345352053642273 678.5687255859375 669.921142578125 None None None +10 2005 0.4344964325428009 678.5174560546875 669.87060546875 None None None +10 2006 0.43443188071250916 678.4564819335938 669.8109741210938 None None None +10 2007 0.4345000088214874 678.4189453125 669.7720336914062 None None None +10 2008 0.4344998002052307 678.4375610351562 669.7906494140625 None None None +10 2009 0.4345172345638275 678.4029541015625 669.7556762695312 None None None +10 2010 0.4344959259033203 678.3822021484375 669.7353515625 None None None +10 2011 0.43445631861686707 678.3731079101562 669.7269897460938 None None None +10 2012 0.43444326519966125 678.3970336914062 669.751220703125 None None None +10 2013 0.4344231188297272 678.3529663085938 669.7074584960938 None None None +10 2014 0.4343370795249939 678.3118286132812 669.6680908203125 None None None +10 2015 0.4343317449092865 678.3078002929688 669.6641845703125 None None None +10 2016 0.43433189392089844 678.285400390625 669.6417846679688 None None None +10 2017 0.4343416690826416 678.2807006835938 669.6368408203125 None None None +10 2018 0.43435677886009216 678.2611083984375 669.6170043945312 None None None +10 2019 0.4343394935131073 678.2467041015625 669.6029052734375 None None None +10 2020 0.4343431890010834 678.1881713867188 669.5443725585938 None None None +10 2021 0.4343307316303253 678.1763916015625 669.5328369140625 None None None +10 2022 0.4343234896659851 678.191650390625 669.5482788085938 None None None +10 2023 0.43427714705467224 678.2188110351562 669.5763549804688 None None None +10 2024 0.4342855215072632 678.1809692382812 669.538330078125 None None None +10 2025 0.4341866374015808 678.255859375 669.615234375 None None None +10 2026 0.43416476249694824 678.2286376953125 669.58837890625 None None None +10 2027 0.4341468811035156 678.2100219726562 669.5701293945312 None None None +10 2028 0.434171199798584 678.3128051757812 669.6724853515625 None None None +10 2029 0.4341631829738617 678.3330078125 669.6928100585938 None None None +10 2030 0.43411514163017273 678.3569946289062 669.7178344726562 None None None +10 2031 0.43407174944877625 678.3138427734375 669.6754760742188 None None None +10 2032 0.434090793132782 678.3253784179688 669.6865844726562 None None None +10 2033 0.43404021859169006 678.2867431640625 669.6489868164062 None None None +10 2034 0.43407008051872253 678.3267822265625 669.6884765625 None None None +10 2035 0.43408018350601196 678.344482421875 669.7060546875 None None None +10 2036 0.4341064989566803 678.3738403320312 669.7349243164062 None None None +10 2037 0.4340830445289612 678.367431640625 669.72900390625 None None None +10 2038 0.4341331720352173 678.4109497070312 669.7715454101562 None None None +10 2039 0.4341484308242798 678.4398193359375 669.8001098632812 None None None +10 2040 0.43413954973220825 678.4315795898438 669.7920532226562 None None None +10 2041 0.43410906195640564 678.3858032226562 669.7468872070312 None None None +10 2042 0.4341396689414978 678.3555297851562 669.716064453125 None None None +10 2043 0.4341513514518738 678.3465576171875 669.7068481445312 None None None +10 2044 0.43413832783699036 678.3588256835938 669.7192993164062 None None None +10 2045 0.4341185986995697 678.3469848632812 669.7078857421875 None None None +10 2046 0.43414199352264404 678.274658203125 669.6350708007812 None None None +10 2047 0.43411338329315186 678.2665405273438 669.6275024414062 None None None +10 2048 0.4343184530735016 678.2385864257812 669.5955200195312 None None None +10 2049 0.43429383635520935 678.2071533203125 669.5645141601562 None None None +10 2050 0.43427136540412903 678.2530517578125 669.6109008789062 None None None +10 2051 0.43428197503089905 678.2813720703125 669.6390380859375 None None None +10 2052 0.4342663586139679 678.2669677734375 669.6248779296875 None None None +10 2053 0.4342958331108093 678.2717895507812 669.6292114257812 None None None +10 2054 0.434304416179657 678.2302856445312 669.5875244140625 None None None +10 2055 0.4342813193798065 678.2284545898438 669.586181640625 None None None +10 2056 0.4342482089996338 678.289306640625 669.6476440429688 None None None +10 2057 0.4343428611755371 678.2819213867188 669.6383666992188 None None None +10 2058 0.43441522121429443 678.2385864257812 669.5936279296875 None None None +10 2059 0.43433529138565063 678.2244873046875 669.5810546875 None None None +10 2060 0.434354305267334 678.209228515625 669.5654296875 None None None +10 2061 0.434307724237442 678.252685546875 669.60986328125 None None None +10 2062 0.4342689514160156 678.2833251953125 669.641357421875 None None None +10 2063 0.43430012464523315 678.31689453125 669.6742553710938 None None None +10 2064 0.4343353807926178 678.3010864257812 669.65771484375 None None None +10 2065 0.4343067705631256 678.2960815429688 669.6533813476562 None None None +10 2066 0.4341861307621002 678.2705078125 669.6302490234375 None None None +10 2067 0.4341573715209961 678.2653198242188 669.6256103515625 None None None +10 2068 0.43423864245414734 678.2872924804688 669.64599609375 None None None +10 2069 0.43423768877983093 678.30810546875 669.6668090820312 None None None +10 2070 0.43427303433418274 678.283935546875 669.6419067382812 None None None +10 2071 0.434281587600708 678.293701171875 669.6515502929688 None None None +10 2072 0.4342503547668457 678.2542724609375 669.6127319335938 None None None +10 2073 0.4342661499977112 678.2730102539062 669.631103515625 None None None +10 2074 0.43436357378959656 678.3406982421875 669.6968994140625 None None None +10 2075 0.4343402087688446 678.3963623046875 669.7530517578125 None None None +10 2076 0.43432992696762085 678.4022827148438 669.7590942382812 None None None +10 2077 0.43438759446144104 678.41162109375 669.767333984375 None None None +10 2078 0.43434637784957886 678.4261474609375 669.7825927734375 None None None +10 2079 0.43427595496177673 678.3978881835938 669.7557983398438 None None None +10 2080 0.43425217270851135 678.3995361328125 669.7578125 None None None +10 2081 0.4342464804649353 678.4987182617188 669.857177734375 None None None +10 2082 0.4342263638973236 678.4635009765625 669.8223266601562 None None None +10 2083 0.4342813193798065 678.4697875976562 669.8275756835938 None None None +10 2084 0.4342443645000458 678.4358520507812 669.7943725585938 None None None +10 2085 0.43423017859458923 678.4458618164062 669.8046264648438 None None None +10 2086 0.4341956675052643 678.5112915039062 669.8707275390625 None None None +10 2087 0.43418243527412415 678.4884643554688 669.8482055664062 None None None +10 2088 0.4341396689414978 678.4274291992188 669.7880249023438 None None None +10 2089 0.4341876208782196 678.407470703125 669.7671508789062 None None None +10 2090 0.4341948628425598 678.354736328125 669.7141723632812 None None None +10 2091 0.43418094515800476 678.3413696289062 669.7011108398438 None None None +10 2092 0.43416282534599304 678.3223266601562 669.6824340820312 None None None +10 2093 0.43415266275405884 678.3224487304688 669.6828002929688 None None None +10 2094 0.43414413928985596 678.3040161132812 669.6644897460938 None None None +10 2095 0.4341926574707031 678.3326416015625 669.692138671875 None None None +10 2096 0.43409448862075806 678.3203735351562 669.6818237304688 None None None +10 2097 0.4341374933719635 678.326416015625 669.6869506835938 None None None +10 2098 0.43410688638687134 678.3322143554688 669.6934204101562 None None None +10 2099 0.4340769648551941 678.3075561523438 669.6693115234375 None None None +10 2100 0.43406835198402405 678.3233032226562 669.6852416992188 None None None +10 2101 0.4340376853942871 678.304443359375 669.6670532226562 None None None +10 2102 0.43403226137161255 678.2369995117188 669.5996704101562 None None None +10 2103 0.4339866638183594 678.2620849609375 669.6256713867188 None None None +10 2104 0.433978796005249 678.2429809570312 669.6068115234375 None None None +10 2105 0.43406355381011963 678.2657470703125 669.6278686523438 None None None +10 2106 0.4340737462043762 678.30517578125 669.6670532226562 None None None +10 2107 0.434086412191391 678.2899169921875 669.6515502929688 None None None +10 2108 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661.8136596679688 None None None +11 1899 0.39824527502059937 669.6919555664062 661.7677001953125 None None None +11 1900 0.39822274446487427 669.6891479492188 661.7653198242188 None None None +11 1901 0.3981727361679077 669.6786499023438 661.7557983398438 None None None +11 1902 0.39824506640434265 669.676025390625 661.751708984375 None None None +11 1903 0.398184597492218 669.6486206054688 661.7255249023438 None None None +11 1904 0.39819467067718506 669.6680297851562 661.7447509765625 None None None +11 1905 0.3981201946735382 669.7011108398438 661.779296875 None None None +11 1906 0.3980633318424225 669.7494506835938 661.8287963867188 None None None +11 1907 0.39807793498039246 669.7152099609375 661.7943115234375 None None None +11 1908 0.3980734348297119 669.709716796875 661.7888793945312 None None None +11 1909 0.3980279862880707 669.7250366210938 661.8051147460938 None None None +11 1910 0.39817121624946594 669.7050170898438 661.7821655273438 None None None +11 1911 0.3981752097606659 669.7035522460938 661.7807006835938 None None None +11 1912 0.3982408940792084 669.7891845703125 661.8650512695312 None None None +11 1913 0.3982919454574585 669.7501831054688 661.8250122070312 None None None +11 1914 0.3982565104961395 669.729736328125 661.8052978515625 None None None +11 1915 0.39822426438331604 669.7279052734375 661.8040161132812 None None None +11 1916 0.39818528294563293 669.7134399414062 661.7903442382812 None None None +11 1917 0.39819464087486267 669.7296752929688 661.8064575195312 None None None +11 1918 0.39825907349586487 669.7199096679688 661.79541015625 None None None +11 1919 0.3982253968715668 669.7072143554688 661.7833862304688 None None None +11 1920 0.3982773423194885 669.6956787109375 661.7708129882812 None None None +11 1921 0.3982580602169037 669.7269897460938 661.802490234375 None None None +11 1922 0.3982166051864624 669.7752075195312 661.8515625 None None None +11 1923 0.39817917346954346 669.785400390625 661.8624877929688 None None None +11 1924 0.39816999435424805 669.78369140625 661.8609619140625 None None None +11 1925 0.39808252453804016 669.75537109375 661.8343505859375 None None None +11 1926 0.39804962277412415 669.7764282226562 661.8560791015625 None None None +11 1927 0.3980048596858978 669.7655029296875 661.8460693359375 None None None +11 1928 0.3980333209037781 669.7591552734375 661.8391723632812 None None None +11 1929 0.39807915687561035 669.75634765625 661.83544921875 None None None +11 1930 0.39803990721702576 669.77197265625 661.8517456054688 None None None +11 1931 0.3980715870857239 669.7700805664062 661.8492431640625 None None None +11 1932 0.39799562096595764 669.76171875 661.8424072265625 None None None +11 1933 0.39800357818603516 669.7971801757812 661.8778076171875 None None None +11 1934 0.3979751467704773 669.8232421875 661.9044189453125 None None None +11 1935 0.3979675769805908 669.8619995117188 661.9432983398438 None None None +11 1936 0.39792484045028687 669.86376953125 661.9458618164062 None None None +11 1937 0.39798489212989807 669.8532104492188 661.93408203125 None None None +11 1938 0.3980770707130432 669.8626098632812 661.941650390625 None None None +11 1939 0.398113489151001 669.9590454101562 662.0372924804688 None None None +11 1940 0.39811596274375916 670.0066528320312 662.0848999023438 None None None +11 1941 0.39809203147888184 670.0275268554688 662.1062622070312 None None None +11 1942 0.39816540479660034 670.0521240234375 662.1293334960938 None None None +11 1943 0.3982016146183014 670.0447998046875 662.1212768554688 None None None +11 1944 0.3982125222682953 670.0724487304688 662.1486206054688 None None None +11 1945 0.3981682062149048 670.0222778320312 662.099365234375 None None None +11 1946 0.398232638835907 670.0064697265625 662.0823364257812 None None None +11 1947 0.39835360646247864 669.9929809570312 662.06640625 None None None +11 1948 0.3983043432235718 670.000244140625 662.0746459960938 None None None +11 1949 0.3983492851257324 670.0171508789062 662.0906982421875 None None None +11 1950 0.3983004689216614 669.9811401367188 662.0556640625 None None None +11 1951 0.3982742726802826 669.9987182617188 662.0737915039062 None None None +11 1952 0.39820241928100586 669.9737548828125 662.0502319335938 None None None +11 1953 0.39815235137939453 670.0026245117188 662.080078125 None None None +11 1954 0.39813870191574097 670.0180053710938 662.0957641601562 None None None +11 1955 0.39811405539512634 670.0092163085938 662.0874633789062 None None None +11 1956 0.398054301738739 670.0097045898438 662.0891723632812 None None None +11 1957 0.398067831993103 670.048828125 662.1279907226562 None None None +11 1958 0.3981330990791321 670.0240478515625 662.1019287109375 None None None +11 1959 0.3980972468852997 669.9825439453125 662.0610961914062 None None None +11 1960 0.39814338088035583 669.9765014648438 662.0541381835938 None None None +11 1961 0.39809614419937134 670.0211181640625 662.0996704101562 None None None +11 1962 0.39810308814048767 670.02197265625 662.1004028320312 None None None +11 1963 0.39806613326072693 670.0127563476562 662.0919189453125 None None None +11 1964 0.39803406596183777 670.0291748046875 662.1090087890625 None None None +11 1965 0.39804255962371826 669.9981689453125 662.0778198242188 None None None +11 1966 0.3980669677257538 670.00732421875 662.0864868164062 None None None +11 1967 0.39809390902519226 669.9759521484375 662.0546264648438 None None None +11 1968 0.398068368434906 669.988525390625 662.0677490234375 None None None +11 1969 0.3980502188205719 670.0120849609375 662.0916137695312 None None None +11 1970 0.39806443452835083 669.990234375 662.0695190429688 None None None +11 1971 0.39816102385520935 669.9474487304688 662.0248413085938 None None None +11 1972 0.3981633186340332 669.9344482421875 662.0117797851562 None None None +11 1973 0.39816799759864807 669.9660034179688 662.0432739257812 None None None +11 1974 0.39817842841148376 669.9205322265625 661.9976196289062 None None None +11 1975 0.39819493889808655 669.8783569335938 661.955078125 None None None +11 1976 0.3981712758541107 669.8168334960938 661.89404296875 None None None +11 1977 0.3981058895587921 669.818115234375 661.8966064453125 None None None +11 1978 0.3981339633464813 669.8477783203125 661.9257202148438 None None None +11 1979 0.39815574884414673 669.8671264648438 661.9446411132812 None None None +11 1980 0.39827871322631836 669.9130859375 661.9882202148438 None None None +11 1981 0.39829522371292114 669.8934326171875 661.9681396484375 None None None +11 1982 0.3983491063117981 669.9153442382812 661.989013671875 None None None +11 1983 0.39840397238731384 669.9370727539062 662.0096435546875 None None None +11 1984 0.39838019013404846 669.9879150390625 662.0609741210938 None None None +11 1985 0.3984051048755646 669.9923095703125 662.0648193359375 None None None +11 1986 0.39844435453414917 670.002685546875 662.0744018554688 None None None +11 1987 0.398419588804245 670.020263671875 662.0924072265625 None None None +11 1988 0.3984581232070923 670.01904296875 662.0905151367188 None None None +11 1989 0.39844003319740295 670.0337524414062 662.1055297851562 None None None +11 1990 0.39842167496681213 670.0545654296875 662.1267700195312 None None None +11 1991 0.3985152542591095 670.0269165039062 662.0972900390625 None None None +11 1992 0.3985159397125244 670.0048217773438 662.0751342773438 None None None +11 1993 0.39851632714271545 670.0059204101562 662.0762329101562 None None None +11 1994 0.3985467553138733 669.967529296875 662.0372924804688 None None None +11 1995 0.3986091911792755 669.9877319335938 662.0562133789062 None None None +11 1996 0.39859461784362793 670.0140991210938 662.0828857421875 None None None +11 1997 0.3985566794872284 669.9839477539062 662.0534057617188 None None None +11 1998 0.3985558748245239 669.9622802734375 662.0317993164062 None None None +11 1999 0.3986518085002899 669.8793334960938 661.9469604492188 None None None +11 2000 0.3986348509788513 669.8955688476562 661.9635009765625 None None None +11 2001 0.39858153462409973 669.8777465820312 661.94677734375 None None None +11 2002 0.39854902029037476 669.899169921875 661.9688720703125 None None None +11 2003 0.3985249996185303 669.9320068359375 662.002197265625 None None None +11 2004 0.3984876275062561 669.9539794921875 662.02490234375 None None None +11 2005 0.39864635467529297 669.9172973632812 661.9850463867188 None None None +11 2006 0.3986661732196808 669.9004516601562 661.9677734375 None None None +11 2007 0.39866623282432556 669.8975830078125 661.9649658203125 None None None +11 2008 0.3986867070198059 669.9195556640625 661.9865112304688 None None None +11 2009 0.39864614605903625 669.9058227539062 661.9735717773438 None None None +11 2010 0.39860719442367554 669.892822265625 661.9613647460938 None None None +11 2011 0.39889317750930786 669.8773803710938 661.940185546875 None None None +11 2012 0.39911597967147827 669.8615112304688 661.919921875 None None None +11 2013 0.39909827709198 669.8789672851562 661.9376831054688 None None None +11 2014 0.39915230870246887 669.8783569335938 661.9359741210938 None None None +11 2015 0.39916229248046875 669.86962890625 661.927001953125 None None None +11 2016 0.3991238474845886 669.8310546875 661.8892822265625 None None None +11 2017 0.399120569229126 669.85302734375 661.9112548828125 None None None +11 2018 0.3990940451622009 669.8645629882812 661.9232788085938 None None None +11 2019 0.39908814430236816 669.881591796875 661.9405517578125 None None None +11 2020 0.3990943133831024 669.86083984375 661.919677734375 None None None +11 2021 0.39909613132476807 669.827880859375 661.8866577148438 None None None +11 2022 0.3991070091724396 669.863525390625 661.9220581054688 None None None +11 2023 0.39909499883651733 669.8524169921875 661.9111938476562 None None None +11 2024 0.39910760521888733 669.8035278320312 661.8621215820312 None None None +11 2025 0.3992612063884735 669.7737426757812 661.8292846679688 None None None +11 2026 0.3992778956890106 669.8273315429688 661.8825073242188 None None None +11 2027 0.3992516100406647 669.7996215820312 661.8553466796875 None None None +11 2028 0.39917099475860596 669.7716674804688 661.8290405273438 None None None +11 2029 0.39913856983184814 669.7744750976562 661.8324584960938 None None None +11 2030 0.3990970849990845 669.7276000976562 661.7864379882812 None None None +11 2031 0.3990482687950134 669.7955932617188 661.8553466796875 None None None +11 2032 0.3990136384963989 669.798583984375 661.8590698242188 None None None +11 2033 0.3989580273628235 669.7743530273438 661.8359985351562 None None None +11 2034 0.39897283911705017 669.7677612304688 661.8290405273438 None None None +11 2035 0.39894771575927734 669.8151245117188 661.876953125 None None None +11 2036 0.3989138901233673 669.8060302734375 661.8684692382812 None None None +11 2037 0.3990132510662079 669.7828369140625 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0.39881807565689087 669.8487548828125 661.9129638671875 None None None +11 2051 0.39873433113098145 669.876708984375 661.942626953125 None None None +11 2052 0.39869800209999084 669.8497314453125 661.9163818359375 None None None +11 2053 0.3987818658351898 669.8148193359375 661.8798217773438 None None None +11 2054 0.39890703558921814 669.816650390625 661.8792114257812 None None None +11 2055 0.398881196975708 669.833740234375 661.8967895507812 None None None +11 2056 0.39888134598731995 669.8790893554688 661.9420776367188 None None None +11 2057 0.39892351627349854 669.8679809570312 661.9301147460938 None None None +11 2058 0.39891675114631653 669.8907470703125 661.9530029296875 None None None +11 2059 0.39885321259498596 669.8705444335938 661.9341430664062 None None None +11 2060 0.39882951974868774 669.8635864257812 661.927734375 None None None +11 2061 0.3987713158130646 669.893310546875 661.9586181640625 None None None +11 2062 0.3987353444099426 669.8391723632812 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0.3987251818180084 669.7648315429688 661.8309326171875 None None None +11 2076 0.3986968398094177 669.821533203125 661.8882446289062 None None None +11 2077 0.39864596724510193 669.81640625 661.8840942382812 None None None +11 2078 0.3986610174179077 669.8068237304688 661.8741455078125 None None None +11 2079 0.3986428380012512 669.8004150390625 661.8681030273438 None None None +11 2080 0.39874666929244995 669.8013305664062 661.866943359375 None None None +11 2081 0.3987051844596863 669.7645263671875 661.8309936523438 None None None +11 2082 0.3986992835998535 669.7234497070312 661.7901000976562 None None None +11 2083 0.39870941638946533 669.6920166015625 661.7584228515625 None None None +11 2084 0.39869529008865356 669.6768798828125 661.7435913085938 None None None +11 2085 0.3986825942993164 669.7185668945312 661.7855224609375 None None None +11 2086 0.3986499607563019 669.7269287109375 661.7945556640625 None None None +11 2087 0.398623526096344 669.7538452148438 661.8219604492188 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656.4391479492188 None None None +12 1918 0.3819026052951813 664.088134765625 656.4893188476562 None None None +12 1919 0.3819238841533661 664.0724487304688 656.4732666015625 None None None +12 1920 0.3818615972995758 664.0355834960938 656.4376831054688 None None None +12 1921 0.38179248571395874 664.0717163085938 656.4752197265625 None None None +12 1922 0.38178178668022156 664.0551147460938 656.4588623046875 None None None +12 1923 0.38171082735061646 664.0698852539062 656.4750366210938 None None None +12 1924 0.3817647099494934 664.08544921875 656.4895629882812 None None None +12 1925 0.3817165493965149 664.0494995117188 656.45458984375 None None None +12 1926 0.38171133399009705 664.056640625 656.4617919921875 None None None +12 1927 0.3817439079284668 664.0343017578125 656.4388427734375 None None None +12 1928 0.38173767924308777 664.10107421875 656.5057373046875 None None None +12 1929 0.3818346858024597 664.0723266601562 656.4750366210938 None None None +12 1930 0.38177433609962463 664.0458984375 656.4498291015625 None None None +12 1931 0.38186073303222656 663.990478515625 656.3927001953125 None None None +12 1932 0.3818798363208771 664.0186157226562 656.4205322265625 None None None +12 1933 0.3818685710430145 664.0464477539062 656.4486083984375 None None None +12 1934 0.38184496760368347 664.08447265625 656.4871215820312 None None None +12 1935 0.38176631927490234 664.049560546875 656.4537963867188 None None None +12 1936 0.38169893622398376 664.0007934570312 656.4063110351562 None None None +12 1937 0.3816605508327484 663.9814453125 656.3877563476562 None None None +12 1938 0.38158947229385376 664.0513305664062 656.4590454101562 None None None +12 1939 0.381568044424057 663.990966796875 656.399169921875 None None None +12 1940 0.3815400302410126 664.0297241210938 656.4384765625 None None None +12 1941 0.38149815797805786 663.9998779296875 656.409423828125 None None None +12 1942 0.3815285861492157 663.9562377929688 656.365234375 None None None +12 1943 0.3815279006958008 663.9031372070312 656.3121948242188 None None None +12 1944 0.3815775513648987 663.86279296875 656.2708129882812 None None None +12 1945 0.3815194070339203 663.854248046875 656.2634887695312 None None None +12 1946 0.38143742084503174 663.8106689453125 656.2215576171875 None None None +12 1947 0.3814517855644226 663.7702026367188 656.1807861328125 None None None +12 1948 0.38144007325172424 663.7395629882812 656.1503295898438 None None None +12 1949 0.3814884126186371 663.7130126953125 656.122802734375 None None None +12 1950 0.38152867555618286 663.7085571289062 656.1174926757812 None None None +12 1951 0.38155481219291687 663.7061157226562 656.1145629882812 None None None +12 1952 0.38153520226478577 663.7037963867188 656.1126098632812 None None None +12 1953 0.3815637230873108 663.7349853515625 656.1431884765625 None None None +12 1954 0.3815404772758484 663.7623291015625 656.1709594726562 None None None +12 1955 0.3816033899784088 663.7548217773438 656.162109375 None None None +12 1956 0.38157880306243896 663.7586669921875 656.1664428710938 None None None +12 1957 0.3816177546977997 663.775146484375 656.18212890625 None None None +12 1958 0.38153427839279175 663.7764282226562 656.18505859375 None None None +12 1959 0.3815365433692932 663.8211669921875 656.2297973632812 None None None +12 1960 0.38155341148376465 663.78466796875 656.1929321289062 None None None +12 1961 0.3815062940120697 663.7291870117188 656.1383666992188 None None None +12 1962 0.38147398829460144 663.716796875 656.1266479492188 None None None +12 1963 0.381475031375885 663.7044677734375 656.1143188476562 None None None +12 1964 0.3814105987548828 663.7193603515625 656.1304931640625 None None None +12 1965 0.38134267926216125 663.6905517578125 656.10302734375 None None None +12 1966 0.3813282549381256 663.7315673828125 656.1442260742188 None None None +12 1967 0.38126957416534424 663.7291259765625 656.1428833007812 None None None +12 1968 0.38131120800971985 663.7400512695312 656.1530151367188 None None None +12 1969 0.38132256269454956 663.7211303710938 656.1339111328125 None None None +12 1970 0.3812652826309204 663.734130859375 656.1480712890625 None None None +12 1971 0.3812996745109558 663.7268676757812 656.14013671875 None None None +12 1972 0.38128966093063354 663.7054443359375 656.1189575195312 None None None +12 1973 0.38131406903266907 663.7385864257812 656.1516723632812 None None None +12 1974 0.38132044672966003 663.7123413085938 656.125244140625 None None None +12 1975 0.38126465678215027 663.698486328125 656.1124877929688 None None None +12 1976 0.38132649660110474 663.7471923828125 656.1599731445312 None None None +12 1977 0.3813866376876831 663.7975463867188 656.2090454101562 None None None +12 1978 0.38144350051879883 663.8595581054688 656.2699584960938 None None None +12 1979 0.381426602602005 663.8505859375 656.2612915039062 None None None +12 1980 0.381496787071228 663.8694458007812 656.2787475585938 None None None +12 1981 0.38150233030319214 663.9168701171875 656.3261108398438 None None None +12 1982 0.3814930021762848 663.8935546875 656.302978515625 None None None +12 1983 0.3814171552658081 663.8360595703125 656.2469482421875 None None None +12 1984 0.38140854239463806 663.8446655273438 656.2557373046875 None None None +12 1985 0.3814057409763336 663.80712890625 656.21826171875 None None None +12 1986 0.3813942074775696 663.833740234375 656.2451171875 None None None +12 1987 0.3814142048358917 663.8628540039062 656.2738037109375 None None None +12 1988 0.3815344572067261 663.92138671875 656.3299560546875 None None None +12 1989 0.3815116882324219 663.935546875 656.3446044921875 None None None +12 1990 0.38154318928718567 663.955322265625 656.3637084960938 None None None +12 1991 0.38160640001296997 663.9656372070312 656.3727416992188 None None None +12 1992 0.3815913796424866 663.9359130859375 656.3433227539062 None None None +12 1993 0.3816350996494293 664.016845703125 656.4234008789062 None None None +12 1994 0.3816578984260559 663.9857788085938 656.391845703125 None None None +12 1995 0.38162246346473694 663.9923095703125 656.3991088867188 None None None +12 1996 0.381568968296051 664.046630859375 656.4545288085938 None None None +12 1997 0.3816385567188263 664.0181274414062 656.4246826171875 None None None +12 1998 0.38162919878959656 664.01220703125 656.4188842773438 None None None +12 1999 0.3815935552120209 664.0635375976562 656.470947265625 None None None +12 2000 0.3815445601940155 664.0653076171875 656.4735717773438 None None None +12 2001 0.38153722882270813 664.0896606445312 656.498046875 None None None +12 2002 0.3815787434577942 664.08349609375 656.4910888671875 None None None +12 2003 0.3815876245498657 664.0723266601562 656.4797973632812 None None None +12 2004 0.38156208395957947 664.1069946289062 656.514892578125 None None None +12 2005 0.38155341148376465 664.088134765625 656.4962158203125 None None None +12 2006 0.38153839111328125 664.0925903320312 656.5009765625 None None None +12 2007 0.38153818249702454 664.1021728515625 656.510498046875 None None None +12 2008 0.38156601786613464 664.0859985351562 656.4937744140625 None None None +12 2009 0.3815954327583313 664.0919189453125 656.4991455078125 None None None +12 2010 0.3816307783126831 664.0565185546875 656.4630126953125 None None None +12 2011 0.3815746307373047 664.1109008789062 656.5185546875 None None None +12 2012 0.3816329836845398 664.1015014648438 656.5079956054688 None None None +12 2013 0.38165950775146484 664.0635986328125 656.4696044921875 None None None +12 2014 0.38165122270584106 664.0468139648438 656.4530029296875 None None None +12 2015 0.3816097676753998 664.0315551757812 656.4384765625 None None None +12 2016 0.3815627098083496 664.0079956054688 656.4158935546875 None None None +12 2017 0.38156136870384216 663.9486694335938 656.3566284179688 None None None +12 2018 0.38153785467147827 663.9852905273438 656.3936767578125 None None None +12 2019 0.38164275884628296 663.978515625 656.3848876953125 None None None +12 2020 0.38173824548721313 664.0310668945312 656.4354858398438 None None None +12 2021 0.38172945380210876 664.0485229492188 656.453125 None None None +12 2022 0.3816724717617035 664.0186157226562 656.4243774414062 None None None +12 2023 0.381725937128067 663.9589233398438 656.3636474609375 None None None +12 2024 0.3817407488822937 663.9378051757812 656.3421630859375 None None None +12 2025 0.38184526562690735 663.9627075195312 656.3650512695312 None None None +12 2026 0.3817659914493561 663.9799194335938 656.3837280273438 None None None +12 2027 0.3817589581012726 663.9937744140625 656.3978271484375 None None None +12 2028 0.3818129897117615 663.9678955078125 656.3707885742188 None None None +12 2029 0.3818173110485077 664.0050048828125 656.4078369140625 None None None +12 2030 0.38183480501174927 663.9796752929688 656.3822021484375 None None None +12 2031 0.3817974925041199 664.0169067382812 656.420166015625 None None None +12 2032 0.3817891776561737 663.9944458007812 656.3978881835938 None None None +12 2033 0.38178953528404236 664.0237426757812 656.4271240234375 None None None +12 2034 0.3818703293800354 664.0443725585938 656.4461059570312 None None None +12 2035 0.38188984990119934 663.9986572265625 656.4000244140625 None None None +12 2036 0.38186901807785034 663.984130859375 656.3858642578125 None None None +12 2037 0.3818803131580353 663.97705078125 656.3786010742188 None None None +12 2038 0.3819856643676758 663.9703979492188 656.369873046875 None None None +12 2039 0.38202300667762756 663.966796875 656.365478515625 None None None +12 2040 0.3819810152053833 663.96484375 656.3643798828125 None None None +12 2041 0.3819538354873657 663.998291015625 656.3983764648438 None None None +12 2042 0.381974458694458 664.0365600585938 656.436279296875 None None None +12 2043 0.3819636106491089 664.0157470703125 656.4156494140625 None None None +12 2044 0.38197052478790283 664.0419311523438 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664.1857299804688 656.5904541015625 None None None +12 2058 0.38176339864730835 664.1903686523438 656.5942993164062 None None None +12 2059 0.3818015456199646 664.1453857421875 656.5485229492188 None None None +12 2060 0.3818141222000122 664.2098999023438 656.61279296875 None None None +12 2061 0.3817555010318756 664.24169921875 656.6458129882812 None None None +12 2062 0.3817187249660492 664.2587890625 656.6636352539062 None None None +12 2063 0.38171637058258057 664.2655029296875 656.67041015625 None None None +12 2064 0.38170361518859863 664.2496948242188 656.6549072265625 None None None +12 2065 0.38171470165252686 664.2418212890625 656.6468505859375 None None None +12 2066 0.3817703127861023 664.2362670898438 656.6401977539062 None None None +12 2067 0.38172391057014465 664.2445068359375 656.6492919921875 None None None +12 2068 0.3816421926021576 664.230712890625 656.6371459960938 None None None +12 2069 0.38162609934806824 664.2068481445312 656.6135864257812 None None None +12 2070 0.38159558176994324 664.163818359375 656.5712280273438 None None None +12 2071 0.38166967034339905 664.1536254882812 656.5596313476562 None None None +12 2072 0.38160446286201477 664.1341552734375 656.5414428710938 None None None +12 2073 0.3816244900226593 664.158203125 656.5650634765625 None None None +12 2074 0.3815784454345703 664.1223754882812 656.5301513671875 None None None +12 2075 0.38154828548431396 664.1201782226562 656.5286254882812 None None None +12 2076 0.38154837489128113 664.1199340820312 656.5283203125 None None None +12 2077 0.38157668709754944 664.1416625976562 656.5494995117188 None None None +12 2078 0.3815736174583435 664.143798828125 656.5516967773438 None None None +12 2079 0.3815893828868866 664.09619140625 656.5037841796875 None None None +12 2080 0.3816017508506775 664.120361328125 656.5277099609375 None None None +12 2081 0.38154512643814087 664.1045532226562 656.512939453125 None None None +12 2082 0.38152778148651123 664.10986328125 656.5186767578125 None None None +12 2083 0.3815288841724396 664.149169921875 656.5579223632812 None None None +12 2084 0.38154542446136475 664.1151123046875 656.5235595703125 None None None +12 2085 0.381494402885437 664.070556640625 656.47998046875 None None None +12 2086 0.3814772367477417 664.0718383789062 656.4816284179688 None None None +12 2087 0.3814416527748108 664.0919799804688 656.50244140625 None None None +12 2088 0.3813681900501251 664.1175537109375 656.5294799804688 None None None +12 2089 0.3813358545303345 664.0808715820312 656.493408203125 None None None +12 2090 0.3813132643699646 664.1077880859375 656.5208129882812 None None None +12 2091 0.3812975585460663 664.140869140625 656.55419921875 None None None +12 2092 0.3813071548938751 664.0859985351562 656.4990844726562 None None None +12 2093 0.3813523054122925 664.15087890625 656.5631103515625 None None None +12 2094 0.38124918937683105 664.1520385742188 656.5662841796875 None None None +12 2095 0.3812340497970581 664.1353759765625 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664.299072265625 656.7131958007812 None None None +12 2350 0.381290078163147 664.3200073242188 656.733642578125 None None None +12 2351 0.381333589553833 664.3021240234375 656.7149047851562 None None None +12 2352 0.38127514719963074 664.3226928710938 656.7366333007812 None None None +12 2353 0.38122865557670593 664.28857421875 656.7034912109375 None None None +12 2354 0.3812972605228424 664.2416381835938 656.6552124023438 None None None +12 2355 0.381264865398407 664.1776733398438 656.5919189453125 None None None +12 2356 0.38122737407684326 664.1795654296875 656.5945434570312 None None None +12 2357 0.3812081515789032 664.1656494140625 656.5810546875 None None None +12 2358 0.381280779838562 664.1300659179688 656.5440063476562 None None None +12 2359 0.38125672936439514 664.1046752929688 656.5191040039062 None None None +12 2360 0.38130322098731995 664.1281127929688 656.5416259765625 None None None +12 2361 0.3813055157661438 664.0907592773438 656.5042114257812 None None None +12 2362 0.38129907846450806 664.1028442382812 656.5164794921875 None None None +12 2363 0.3813057839870453 664.0966796875 656.5101318359375 None None None +12 2364 0.3813418447971344 664.0797729492188 656.4925537109375 None None None +12 2365 0.3813555836677551 664.095947265625 656.5084838867188 None None None +12 2366 0.38139060139656067 664.0925903320312 656.50439453125 None None None +12 2367 0.38133546710014343 664.1254272460938 656.5382690429688 None None None +12 2368 0.3813628554344177 664.1286010742188 656.5408935546875 None None None +12 2369 0.38136762380599976 664.1199951171875 656.5322265625 None None None +12 2370 0.3813873827457428 664.0750732421875 656.4869995117188 None None None +12 2371 0.3813778758049011 664.08203125 656.4940795898438 None None None +12 2372 0.3813747763633728 664.0662231445312 656.4783935546875 None None None +12 2373 0.3814343214035034 664.0463256835938 656.457275390625 None None None +12 2374 0.3814316689968109 664.0430908203125 656.4541625976562 None None None +12 2375 0.38144099712371826 664.0587768554688 656.4696655273438 None None None +12 2376 0.3814455568790436 664.068359375 656.4791870117188 None None None +12 2377 0.38145607709884644 664.0588989257812 656.469482421875 None None None +12 2378 0.38146230578422546 664.1027221679688 656.5131225585938 None None None +12 2379 0.3814178705215454 664.0609130859375 656.4722290039062 None None None +12 2380 0.38141947984695435 664.0270385742188 656.4382934570312 None None None +12 2381 0.3814021348953247 664.0028076171875 656.4143676757812 None None None +12 2382 0.3814118504524231 663.992431640625 656.40380859375 None None None +12 2383 0.38141632080078125 664.031005859375 656.4423217773438 None None None +12 2384 0.3814021050930023 664.0147705078125 656.4263305664062 None None None +12 2385 0.38139766454696655 664.0188598632812 656.4305419921875 None None None +12 2386 0.38139575719833374 664.04541015625 656.4570922851562 None None None +12 2387 0.3814484477043152 664.104248046875 656.514892578125 None None None +12 2388 0.38146767020225525 664.0709228515625 656.4811401367188 None None None +12 2389 0.38150858879089355 664.0521850585938 656.4616088867188 None None None +12 2390 0.38153403997421265 664.0596923828125 656.4686279296875 None None None +12 2391 0.3815012574195862 664.1060791015625 656.5156860351562 None None None +12 2392 0.3814718723297119 664.113037109375 656.5232543945312 None None None +12 2393 0.38143661618232727 664.144287109375 656.5552368164062 None None None +12 2394 0.38141879439353943 664.1343383789062 656.5455932617188 None None None +12 2395 0.3815302550792694 664.1635131835938 656.5725708007812 None None None +12 2396 0.3815220594406128 664.1712036132812 656.5803833007812 None None None +12 2397 0.38155221939086914 664.1710205078125 656.5796508789062 None None None +12 2398 0.38159236311912537 664.1727294921875 656.5805053710938 None None None +12 2399 0.38166022300720215 664.1937255859375 656.6002197265625 None None None +12 2400 0.38163894414901733 664.1695556640625 656.5764770507812 None None None +12 2401 0.3816269636154175 664.1647338867188 656.5718383789062 None None None +12 2402 0.3816252052783966 664.1793212890625 656.58642578125 None None None +12 2403 0.38161495327949524 664.1176147460938 656.52490234375 None None None +12 2404 0.3815901279449463 664.1288452148438 656.5366821289062 None None None +12 2405 0.38162606954574585 664.144287109375 656.5513305664062 None None None +12 2406 0.3816157281398773 664.1416625976562 656.5489501953125 None None None +12 2407 0.3816604018211365 664.1521606445312 656.5585327148438 None None None +12 2408 0.3816956877708435 664.097412109375 656.5031127929688 None None None +12 2409 0.38171297311782837 664.143798828125 656.5491333007812 None None None +12 2410 0.3817004859447479 664.1724243164062 656.5780029296875 None None None +12 2411 0.3816544711589813 664.1505737304688 656.5570678710938 None None None +12 2412 0.38161224126815796 664.178955078125 656.5863037109375 None None None +12 2413 0.3816215693950653 664.227783203125 656.635009765625 None None None +12 2414 0.38162240386009216 664.216796875 656.6239624023438 None None None +12 2415 0.3815980553627014 664.1753540039062 656.5830078125 None None None +12 2416 0.38158559799194336 664.206787109375 656.6146850585938 None None None +12 2417 0.38157111406326294 664.206787109375 656.614990234375 None None None +12 2418 0.3815371096134186 664.2111206054688 656.6200561523438 None None None +12 2419 0.38159018754959106 664.1732177734375 656.5811157226562 None None None +12 2420 0.381671279668808 664.1537475585938 656.5599975585938 None None None +12 2421 0.3816947638988495 664.1646728515625 656.5704956054688 None None None +12 2422 0.3817007839679718 664.1531372070312 656.5587768554688 None None None +12 2423 0.38170725107192993 664.14892578125 656.5545043945312 None None None +12 2424 0.381682813167572 664.0870361328125 656.4931030273438 None None None +12 2425 0.3816477358341217 664.0708618164062 656.4776611328125 None None None +12 2426 0.3816134035587311 664.0658569335938 656.4733276367188 None None None +12 2427 0.3815501630306244 664.1028442382812 656.5115966796875 None None None +12 2428 0.3815055787563324 664.0955200195312 656.505126953125 None None None +12 2429 0.38151413202285767 664.0781860351562 656.4876708984375 None None None +12 2430 0.3815455138683319 664.0557861328125 656.4646606445312 None None None +12 2431 0.38157331943511963 664.0785522460938 656.48681640625 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet.params.json b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..6bbe6d6d33ad117ba6d1d77798e96814434d384b --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "19.9", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//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.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..c49fb9e955745adb2fd4f87caf1610fee7dffbd0 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 8.0 +counts_sum_max_thresh 4663.0 +trainings_pts_post_thresh 170457 diff --git a/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b21ef815f808a4206d96f7c9b3d2b8945f29597 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.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//ENCSR042DVU//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//chrombpnet_model_encsr880cub_bias/new_model_formats/chrombpnet diff --git a/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9c428281d9df65d686827f850581fc2ce827d619 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 19.9 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//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.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8153f7afcb7203a1fac8f8d91916273ca634c44 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.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//ENCSR042DVU//chrombpnet_model_encsr880cub_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//chrombpnet_model_encsr880cub_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..dcc3d0c677d15d4f3dcc18e9c5b5a36a568e54e9 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.epoch_loss.csv @@ -0,0 +1,14 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.8087799549102783,760.8565063476562,796.850830078125,0.5756195783615112,724.7277221679688,736.1829833984375 +1,0.6277794241905212,716.5426025390625,729.0354614257812,0.5241785645484924,710.5460205078125,720.9766235351562 +2,0.5840096473693848,703.8768310546875,715.4992065429688,0.5053597092628479,706.0657348632812,716.12255859375 +3,0.5516791343688965,697.1270751953125,708.105224609375,0.4745219349861145,703.357666015625,712.8005981445312 +4,0.5202317237854004,690.6649780273438,701.0172119140625,0.44999685883522034,696.9995727539062,705.9544067382812 +5,0.49934542179107666,686.515380859375,696.4520874023438,0.43742141127586365,697.512451171875,706.2175903320312 +6,0.4883883595466614,682.4490356445312,692.1676635742188,0.45346492528915405,695.5668334960938,704.5905151367188 +7,0.4751788377761841,679.2073974609375,688.66357421875,0.4415874779224396,691.8739624023438,700.6619262695312 +8,0.46017900109291077,676.2890014648438,685.4470825195312,0.4792673885822296,700.210693359375,709.7478637695312 +9,0.4493759274482727,674.5731201171875,683.51611328125,0.43085619807243347,699.5681762695312,708.1427001953125 +10,0.43575507402420044,671.5902709960938,680.261962890625,0.4678337872028351,696.6556396484375,705.965576171875 +11,0.39773523807525635,662.0260009765625,669.941162109375,0.42025506496429443,693.6691284179688,702.0321044921875 +12,0.38157331943511963,656.48681640625,664.0785522460938,0.41543447971343994,693.1129760742188,701.3807373046875 diff --git a/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.stderr.txt b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef8f7597be34efc6fd8086414a0f8787b29f4c3 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR042DVU/logfile.modelling.fold_0.ENCSR042DVU.stderr.txt @@ -0,0 +1,328 @@ +2022-03-23 17:41:47.364853: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:09.540175: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 17:48:09.541901: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 17:48:09.743106: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 17:48:09.743234: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:09.773294: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 17:48:09.773397: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 17:48:09.789952: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 17:48:09.797310: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 17:48:09.823395: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 17:48:09.830665: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 17:48:09.832358: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 17:48:09.838984: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 17:48:09.839383: 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 17:48:09.839470: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 17:48:09.841851: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 17:48:09.841884: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:09.841904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 17:48:09.841921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 17:48:09.841938: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 17:48:09.841955: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 17:48:09.841971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 17:48:09.841987: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 17:48:09.842003: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 17:48:09.846596: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 17:48:09.848531: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:11.816853: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 17:48:11.816985: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 17:48:11.816998: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 17:48:11.826377: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-23 17:48:13.263258: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 17:48:13.274103: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 17:48:13.492524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 17:48:15.411527: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 17:48:15.421452: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 17:48:49.026191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:50.933385: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 17:48:50.934446: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 17:48:51.065276: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 17:48:51.065403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:51.068006: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 17:48:51.068062: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 17:48:51.069249: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 17:48:51.069463: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 17:48:51.072195: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 17:48:51.072799: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 17:48:51.072954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 17:48:51.075802: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 17:48:51.076160: 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 17:48:51.076246: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 17:48:51.077660: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 17:48:51.077714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:51.077737: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 17:48:51.077756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 17:48:51.077773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 17:48:51.077791: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 17:48:51.077807: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 17:48:51.077824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 17:48:51.077841: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 17:48:51.080582: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 17:48:51.080620: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 17:48:51.620073: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 17:48:51.620209: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 17:48:51.620222: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 17:48:51.624794: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-23 17:54:30.748690: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 17:54:30.749204: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 17:54:32.421485: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 17:54:32.982761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 17:54:33.001648: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 17:54:36.435508: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-03-23 19:21:00.071025: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:21:02.744908: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:21:02.745998: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 19:21:03.184204: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:21:03.184327: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:21:03.186559: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:21:03.186612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:21:03.187634: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:21:03.187818: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:21:03.190086: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:21:03.190592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:21:03.190727: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:21:03.194651: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:21:03.194981: 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 19:21:03.195051: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:21:03.196985: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:21:03.197007: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:21:03.197024: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:21:03.197039: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:21:03.197052: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:21:03.197066: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:21:03.197079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:21:03.197092: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:21:03.197105: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:21:03.200896: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:21:03.200927: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:21:03.688837: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 19:21:03.688972: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 19:21:03.688983: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 19:21:03.694099: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-23 19:22:30.436439: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 19:22:30.440062: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 19:22:30.526947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:22:31.023960: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:22:31.026284: 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. +2022-03-23 19:25:02.110472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:25:04.463920: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:25:04.465038: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 19:25:04.768299: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:25:04.768421: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:25:04.770691: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:25:04.770742: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:25:04.771770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:25:04.771959: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:25:04.774289: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:25:04.774826: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:25:04.774959: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:25:04.778164: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:25:04.778490: 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 19:25:04.778600: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:25:04.780172: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:25:04.780196: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:25:04.780213: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:25:04.780227: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:25:04.780241: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:25:04.780255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:25:04.780269: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:25:04.780282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:25:04.780295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:25:04.783355: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:25:04.783387: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:25:05.285127: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 19:25:05.285263: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 19:25:05.285275: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 19:25:05.290290: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-03-23 19:26:23.296417: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 19:26:23.298883: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 19:26:23.357710: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:26:23.828685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:26:23.830365: 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. +2022-03-23 19:28:44.151036: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:28:46.553791: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:28:46.554921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 19:28:46.859851: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:28:46.859951: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:28:46.862275: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:28:46.862331: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:28:46.863356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:28:46.863548: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:28:46.865913: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:28:46.866425: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:28:46.866568: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:28:46.869499: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:28:46.869829: 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 19:28:46.869904: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:28:46.871369: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:28:46.871392: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:28:46.871409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:28:46.871423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:28:46.871461: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:28:46.871476: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:28:46.871489: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:28:46.871525: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:28:46.871539: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:28:46.874280: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:28:46.874311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:28:47.380894: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 19:28:47.381034: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 19:28:47.381045: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 19:28:47.386112: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-23 19:30:07.779636: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 19:30:07.781474: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 19:30:07.820521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:30:08.307375: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:30:08.309014: 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. +2022-03-23 19:31:24.730650: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:31:25.892730: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:31:25.893768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 19:31:26.195590: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:31:26.195720: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:31:26.198005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:31:26.198064: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:31:26.199096: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:31:26.199286: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:31:26.201685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:31:26.202207: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:31:26.202341: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:31:26.205039: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:31:26.205355: 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 19:31:26.205425: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:31:26.206768: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:31:26.206795: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:31:26.206812: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:31:26.206826: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:31:26.206840: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:31:26.206854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:31:26.206867: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:31:26.206881: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:31:26.206894: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:31:26.209448: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:31:26.209483: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:31:26.721093: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 19:31:26.721253: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 19:31:26.721265: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 19:31:26.726234: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-03-23 19:31:41.043067: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 19:31:41.043669: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 19:31:41.250677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:31:41.783409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:31:41.785308: 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/ENCSR042DVU//chrombpnet_model_encsr880cub_bias//footprints’: File exists +2022-03-23 19:33:32.484422: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:33:33.639506: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:33:33.640519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-23 19:33:33.940574: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:33:33.940700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:33:33.942962: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:33:33.943018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:33:33.944046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:33:33.944238: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:33:33.946573: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:33:33.947084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:33:33.947217: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:33:33.949848: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:33:33.950187: 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 19:33:33.950264: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-23 19:33:33.951588: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-23 19:33:33.951645: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:33:33.951669: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:33:33.951683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:33:33.951697: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-23 19:33:33.951711: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-23 19:33:33.951724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-23 19:33:33.951738: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-23 19:33:33.951751: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-23 19:33:33.954208: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-23 19:33:33.954245: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-23 19:33:34.459827: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-23 19:33:34.459966: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-23 19:33:34.459977: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-23 19:33:34.465019: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-23 19:33:47.203465: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-23 19:33:47.204059: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 1999945000 Hz +2022-03-23 19:33:47.345959: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-23 19:33:47.883388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-23 19:33:47.885207: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_0/model.bias_scaled.fold_0.ENCSR042DVU.h5 b/fold_0/model.bias_scaled.fold_0.ENCSR042DVU.h5 new file mode 100644 index 0000000000000000000000000000000000000000..429e5fd73adc540f9fd55df2eb585dace6654192 --- /dev/null +++ b/fold_0/model.bias_scaled.fold_0.ENCSR042DVU.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7a4e7b5de5b280bb426a6a719f895b8c5c6e1daca93b4b3bf4904395b519a29 +size 2688440 diff --git a/fold_0/model.bias_scaled.fold_0.ENCSR042DVU.tar b/fold_0/model.bias_scaled.fold_0.ENCSR042DVU.tar new file mode 100644 index 0000000000000000000000000000000000000000..d473d5c4f4357f1beeea1d37db58bc4eab08425c --- /dev/null +++ b/fold_0/model.bias_scaled.fold_0.ENCSR042DVU.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2cbcc239fc76914179bc22604f30de2bdcfb0f85c082337e40f6f61a1a354f7 +size 1198080 diff --git a/fold_0/model.chrombpnet.fold_0.ENCSR042DVU.h5 b/fold_0/model.chrombpnet.fold_0.ENCSR042DVU.h5 new file mode 100644 index 0000000000000000000000000000000000000000..fddb81f66e4e47f4bb80c27817c8b4ed521685f1 --- /dev/null +++ b/fold_0/model.chrombpnet.fold_0.ENCSR042DVU.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1be6eabd91752b609db733aec55c064ea723b2ebda37241d70c1fd2442ad6f09 +size 26447928 diff --git a/fold_0/model.chrombpnet.fold_0.ENCSR042DVU.tar b/fold_0/model.chrombpnet.fold_0.ENCSR042DVU.tar new file mode 100644 index 0000000000000000000000000000000000000000..a8a8da4ad5ccc881cd39e94e08b0ac6961247138 --- /dev/null +++ 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https://git-lfs.github.com/spec/v1 +oid sha256:82102dffeef788565092981f1c6c63156d1e3ca516cb75bbbc9b7002f5621daa +size 26081280 diff --git a/fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout.txt b/fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..27c0e1ad2b3995e751e51094ee9836bc43150acf --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9ec5ca93060a326c59d1be4a0c7fb8d426dafdf56edc8009a786f5b88e68832 +size 14614086 diff --git a/fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout_v1.txt b/fold_1/logs.models.fold_1.ENCSR042DVU/logfile.modelling.fold_1.ENCSR042DVU.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95611c4a69380260aa5d569bb4f024a17ae5cafd --- /dev/null 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https://git-lfs.github.com/spec/v1 +oid sha256:0f3ec38a706f50be793342c5d3578727775da0532adaa0310f0fb6e07abdd1f9 +size 1198080 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR042DVU.h5 b/fold_1/model.chrombpnet.fold_1.ENCSR042DVU.h5 new file mode 100644 index 0000000000000000000000000000000000000000..e2e446414cd2b038ae18703034e05df3c8e4e1af --- /dev/null +++ b/fold_1/model.chrombpnet.fold_1.ENCSR042DVU.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:886d4d06dea823226f2d5dff23571fee4c11d74e4c317c53354c433ac33bb9bb +size 26447928 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR042DVU.tar b/fold_1/model.chrombpnet.fold_1.ENCSR042DVU.tar new file mode 100644 index 0000000000000000000000000000000000000000..42dee3577892006b4fa72e8e4b498d8ecbf7c687 --- /dev/null +++ b/fold_1/model.chrombpnet.fold_1.ENCSR042DVU.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88494a9e11e8b66244b1a151469afef0ac27eb82323669c8f1b4328665f82995 +size 27607040 diff --git a/fold_1/model.chrombpnet_nobias.fold_1.ENCSR042DVU.h5 b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR042DVU.h5 new file mode 100644 index 0000000000000000000000000000000000000000..52f3229c1203b33c5c38f382f8927309e0f92da1 --- /dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR042DVU.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7289e2d49de244f8689f5eb23076d93693abf2cac1a4cca2acdd7d316e8a9e8d +size 25583536 diff --git a/fold_1/model.chrombpnet_nobias.fold_1.ENCSR042DVU.tar b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR042DVU.tar new file mode 100644 index 0000000000000000000000000000000000000000..7162376f4d467ca612f0680c640b42a22c6d54a6 --- /dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR042DVU.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f639f2993f11cc852c3c07bcd67339a686c572bf5f71a5ebf6617090f6d8f1ab +size 26081280 diff --git a/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.args.json b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.args.json new file mode 100644 index 0000000000000000000000000000000000000000..6caaf2e75929e7897dd294691be2efad382e2e16 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//preprocessing/bigWigs/ENCSR042DVU.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//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/ENCSR042DVU//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.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..97449819aaa5114bd2d6fb382ec96ba1aadb0786 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.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 02:15:03.283574: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:15:05.564166: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:15:05.567572: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:15:06.315121: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 02:15:06.315216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:15:06.335109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:15:06.335183: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:15:06.344546: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:15:06.349055: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:15:06.364692: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:15:06.368844: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:15:06.369773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:15:06.397783: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:15:06.398104: 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 02:15:06.398947: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:15:06.418898: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 02:15:06.418929: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:15:06.418953: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:15:06.418969: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:15:06.418984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:15:06.418998: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:15:06.419012: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:15:06.419026: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:15:06.419040: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:15:06.467190: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:15:06.468510: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:15:09.330312: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:15:09.330413: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:15:09.330426: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:15:09.336824: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0) +2023-07-15 02:15:10.352911: 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.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..8daefc31a1009d2b72ccdef7dab6546800d4bccc --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.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//ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/bias_model_scaled diff --git a/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet.params.json b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf6d93cd3bfbd6bfab3f7b9c2c958926601bc0f --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "19.8", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//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.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..8364ec8a87230499ebc4a13cdbe2e071702e061f --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 10.0 +counts_sum_max_thresh 4669.28 +trainings_pts_post_thresh 177106 diff --git a/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..954d0813001baf95f563f72010dc278c1dd9c782 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.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 01:09:54.782369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:09:57.816077: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:09:57.820466: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:09:57.882592: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 01:09:57.882692: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:09:57.910273: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:09:57.910397: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:09:57.924344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:09:57.930669: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:09:57.953218: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:09:57.958837: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:09:57.960034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:09:57.961740: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:09:57.962082: 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 01:09:57.962942: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:09:57.963333: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 01:09:57.963364: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:09:57.963388: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:09:57.963410: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:09:57.963431: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:09:57.963452: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:09:57.963473: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:09:57.963493: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:09:57.963514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:09:57.963873: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:09:57.965298: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:09:59.785206: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:09:59.785317: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:09:59.785335: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:09:59.788333: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:83:00.0, compute capability: 6.0) +2023-07-15 01:10:02.152321: 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.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cb7378d00665468f8715fde88ae9e07e6f16771 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.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//ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet diff --git a/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..51172a789f89346ee728cce20f7f4bc00e73b25a --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 19.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR042DVU//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.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_no_bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..3991b625c617cf19f8a957b9bd521bd8b63ea9c0 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR042DVU//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.stdout.txt b/fold_2/logs.models.fold_2.ENCSR042DVU/logfile.modelling.fold_2.ENCSR042DVU.stdout.txt new file 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