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2026-09-15 02:27:56,913 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
2026-09-15 02:27:56,914 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
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2026-09-15 02:27:56,915 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
2026-09-15 02:27:56,924 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
2026-09-15 02:27:56,924 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
2026-09-15 02:27:56,924 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
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2026-09-15 02:27:56,928 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
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2026-09-15 02:27:56,941 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
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2026-09-15 02:27:56,957 INFO families=['cnn', 'ann_torch'] grid=65x41 ncell=541
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
/home/tanpv/.conda/envs/ehd/lib/python3.11/site-packages/numpy/lib/_nanfunctions_impl.py:1593: RuntimeWarning: All-NaN slice encountered
  return fnb._ureduce(a,
2026-09-15 02:30:59,387 INFO   fold 2021 W1 done (182s elapsed)
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2026-09-15 02:39:41,264 INFO   fold 2020 W6 done (704s elapsed)
2026-09-15 02:39:41,549 INFO fold 2020 cnn done in 705s | W1 AUC=0.862 -> pred_v2cnn_2020.npz
2026-09-15 02:39:41,576 INFO fold 2020 ann_torch done in 705s | W1 AUC=0.832 -> pred_v2cnn_2020.npz
2026-09-15 02:39:50,691 INFO   fold 2008 W4 done (714s elapsed)
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2026-09-15 02:41:14,970 INFO   fold 2009 W5 done (798s elapsed)
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2026-09-15 02:41:30,016 INFO   fold 2018 W5 done (813s elapsed)
2026-09-15 02:41:38,447 INFO   fold 2004 W5 done (822s elapsed)
2026-09-15 02:41:38,548 INFO   fold 2019 W6 done (822s elapsed)
2026-09-15 02:41:38,696 INFO   fold 2007 W5 done (822s elapsed)
2026-09-15 02:41:38,815 INFO fold 2019 cnn done in 822s | W1 AUC=0.853 -> pred_v2cnn_2019.npz
2026-09-15 02:41:38,844 INFO fold 2019 ann_torch done in 822s | W1 AUC=0.811 -> pred_v2cnn_2019.npz
2026-09-15 02:41:40,303 INFO   fold 2006 W5 done (823s elapsed)
2026-09-15 02:41:42,859 INFO   fold 2017 W5 done (826s elapsed)
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2026-09-15 02:42:29,767 INFO   fold 2005 W6 done (873s elapsed)
2026-09-15 02:42:30,076 INFO fold 2005 cnn done in 873s | W1 AUC=0.843 -> pred_v2cnn_2005.npz
2026-09-15 02:42:30,107 INFO fold 2005 ann_torch done in 873s | W1 AUC=0.796 -> pred_v2cnn_2005.npz
2026-09-15 02:42:38,755 INFO   fold 2010 W6 done (882s elapsed)
2026-09-15 02:42:39,041 INFO fold 2010 cnn done in 882s | W1 AUC=0.871 -> pred_v2cnn_2010.npz
2026-09-15 02:42:39,073 INFO fold 2010 ann_torch done in 882s | W1 AUC=0.829 -> pred_v2cnn_2010.npz
2026-09-15 02:42:39,470 INFO   fold 2003 W6 done (883s elapsed)
2026-09-15 02:42:39,787 INFO fold 2003 cnn done in 883s | W1 AUC=0.830 -> pred_v2cnn_2003.npz
2026-09-15 02:42:39,820 INFO fold 2003 ann_torch done in 883s | W1 AUC=0.798 -> pred_v2cnn_2003.npz
2026-09-15 02:42:43,844 INFO   fold 2022 W6 done (887s elapsed)
2026-09-15 02:42:44,090 INFO fold 2022 cnn done in 887s | W1 AUC=0.833 -> pred_v2cnn_2022.npz
2026-09-15 02:42:44,115 INFO fold 2022 ann_torch done in 887s | W1 AUC=0.807 -> pred_v2cnn_2022.npz
2026-09-15 02:42:50,942 INFO   fold 2018 W6 done (894s elapsed)
2026-09-15 02:42:51,255 INFO fold 2018 cnn done in 894s | W1 AUC=0.829 -> pred_v2cnn_2018.npz
2026-09-15 02:42:51,289 INFO fold 2018 ann_torch done in 894s | W1 AUC=0.793 -> pred_v2cnn_2018.npz
2026-09-15 02:42:54,582 INFO   fold 2009 W6 done (898s elapsed)
2026-09-15 02:42:54,858 INFO fold 2009 cnn done in 898s | W1 AUC=0.859 -> pred_v2cnn_2009.npz
2026-09-15 02:42:54,887 INFO fold 2009 ann_torch done in 898s | W1 AUC=0.834 -> pred_v2cnn_2009.npz
2026-09-15 02:43:05,702 INFO   fold 2004 W6 done (909s elapsed)
2026-09-15 02:43:05,951 INFO   fold 2021 W6 done (909s elapsed)
2026-09-15 02:43:05,960 INFO fold 2004 cnn done in 909s | W1 AUC=0.812 -> pred_v2cnn_2004.npz
2026-09-15 02:43:05,985 INFO fold 2004 ann_torch done in 909s | W1 AUC=0.781 -> pred_v2cnn_2004.npz
2026-09-15 02:43:06,194 INFO fold 2021 cnn done in 909s | W1 AUC=0.851 -> pred_v2cnn_2021.npz
2026-09-15 02:43:06,218 INFO fold 2021 ann_torch done in 909s | W1 AUC=0.817 -> pred_v2cnn_2021.npz
2026-09-15 02:43:06,411 INFO   fold 2006 W6 done (909s elapsed)
2026-09-15 02:43:06,647 INFO fold 2006 cnn done in 910s | W1 AUC=0.830 -> pred_v2cnn_2006.npz
2026-09-15 02:43:06,671 INFO fold 2006 ann_torch done in 910s | W1 AUC=0.789 -> pred_v2cnn_2006.npz
2026-09-15 02:43:20,907 INFO   fold 2007 W6 done (924s elapsed)
2026-09-15 02:43:21,140 INFO fold 2007 cnn done in 924s | W1 AUC=0.853 -> pred_v2cnn_2007.npz
2026-09-15 02:43:21,165 INFO fold 2007 ann_torch done in 924s | W1 AUC=0.820 -> pred_v2cnn_2007.npz
2026-09-15 02:43:24,696 INFO   fold 2012 W3 done (928s elapsed)
2026-09-15 02:43:25,526 INFO   fold 2016 W6 done (929s elapsed)
2026-09-15 02:43:25,815 INFO fold 2016 cnn done in 929s | W1 AUC=0.864 -> pred_v2cnn_2016.npz
2026-09-15 02:43:25,843 INFO fold 2016 ann_torch done in 929s | W1 AUC=0.824 -> pred_v2cnn_2016.npz
2026-09-15 02:43:39,330 INFO   fold 2008 W6 done (942s elapsed)
2026-09-15 02:43:39,556 INFO fold 2008 cnn done in 943s | W1 AUC=0.878 -> pred_v2cnn_2008.npz
2026-09-15 02:43:39,579 INFO fold 2008 ann_torch done in 943s | W1 AUC=0.826 -> pred_v2cnn_2008.npz
2026-09-15 02:43:39,878 INFO   fold 2015 W6 done (943s elapsed)
2026-09-15 02:43:40,151 INFO fold 2015 cnn done in 943s | W1 AUC=0.852 -> pred_v2cnn_2015.npz
2026-09-15 02:43:40,179 INFO fold 2015 ann_torch done in 943s | W1 AUC=0.812 -> pred_v2cnn_2015.npz
2026-09-15 02:43:41,821 INFO   fold 2014 W5 done (945s elapsed)
2026-09-15 02:43:54,149 INFO   fold 2017 W6 done (957s elapsed)
2026-09-15 02:43:54,371 INFO fold 2017 cnn done in 957s | W1 AUC=0.865 -> pred_v2cnn_2017.npz
2026-09-15 02:43:54,395 INFO fold 2017 ann_torch done in 957s | W1 AUC=0.835 -> pred_v2cnn_2017.npz
2026-09-15 02:45:21,958 INFO   fold 2013 W5 done (1045s elapsed)
2026-09-15 02:45:59,716 INFO   fold 2011 W4 done (1083s elapsed)
2026-09-15 02:46:40,637 INFO   fold 2012 W4 done (1124s elapsed)
2026-09-15 02:47:31,675 INFO   fold 2013 W6 done (1175s elapsed)
2026-09-15 02:47:32,099 INFO fold 2013 cnn done in 1175s | W1 AUC=0.826 -> pred_v2cnn_2013.npz
2026-09-15 02:47:32,134 INFO fold 2013 ann_torch done in 1175s | W1 AUC=0.784 -> pred_v2cnn_2013.npz
2026-09-15 02:47:38,965 INFO   fold 2014 W6 done (1182s elapsed)
2026-09-15 02:47:39,265 INFO fold 2014 cnn done in 1182s | W1 AUC=0.844 -> pred_v2cnn_2014.npz
2026-09-15 02:47:39,295 INFO fold 2014 ann_torch done in 1182s | W1 AUC=0.807 -> pred_v2cnn_2014.npz
2026-09-15 02:47:59,579 INFO   fold 2011 W5 done (1203s elapsed)
2026-09-15 02:48:08,571 INFO   fold 2012 W5 done (1212s elapsed)
2026-09-15 02:50:01,370 INFO   fold 2011 W6 done (1324s elapsed)
2026-09-15 02:50:01,613 INFO fold 2011 cnn done in 1325s | W1 AUC=0.828 -> pred_v2cnn_2011.npz
2026-09-15 02:50:01,639 INFO fold 2011 ann_torch done in 1325s | W1 AUC=0.808 -> pred_v2cnn_2011.npz
2026-09-15 02:50:27,220 INFO   fold 2012 W6 done (1350s elapsed)
2026-09-15 02:50:27,458 INFO fold 2012 cnn done in 1351s | W1 AUC=0.852 -> pred_v2cnn_2012.npz
2026-09-15 02:50:27,481 INFO fold 2012 ann_torch done in 1351s | W1 AUC=0.818 -> pred_v2cnn_2012.npz