Task 2963565

Name ParityMachine-1605152212-29702-2_0
Workunit 1338583
Created 15 Nov 2020, 20:34:59 UTC
Sent 21 Nov 2020, 22:24:08 UTC
Report deadline 28 Nov 2020, 22:24:08 UTC
Received 21 Nov 2020, 23:27:47 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 31 min 56 sec
CPU time 31 min 39 sec
Validate state Valid
Credit 2,080.00
Device peak FLOPS 9,220.34 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.10 GB
Peak swap size 4.38 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
            main:574]	:	INFO	:	Epoch 514 | loss: 0.031113 | val_loss: 0.0311901 | Time: 1849.84 ms
[2020-11-22 00:11:48	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0311091 | val_loss: 0.0311968 | Time: 1847.44 ms
[2020-11-22 00:11:50	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0311091 | val_loss: 0.0311929 | Time: 1853.98 ms
[2020-11-22 00:11:51	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0311133 | val_loss: 0.0311896 | Time: 1860.22 ms
[2020-11-22 00:11:53	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0311101 | val_loss: 0.0311918 | Time: 1854.83 ms
[2020-11-22 00:11:55	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0311104 | val_loss: 0.0311952 | Time: 1848.37 ms
[2020-11-22 00:11:57	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0311085 | val_loss: 0.0311893 | Time: 1851.89 ms
[2020-11-22 00:11:59	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0311061 | val_loss: 0.0312031 | Time: 1863.11 ms
[2020-11-22 00:12:01	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0311065 | val_loss: 0.0312074 | Time: 1865.56 ms
[2020-11-22 00:12:03	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0311121 | val_loss: 0.031192 | Time: 1857.08 ms
[2020-11-22 00:12:05	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0311086 | val_loss: 0.0311905 | Time: 1844.6 ms
[2020-11-22 00:12:06	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0311137 | val_loss: 0.0312008 | Time: 1877.85 ms
[2020-11-22 00:12:08	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0311121 | val_loss: 0.0311872 | Time: 1840.12 ms
[2020-11-22 00:12:10	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0311029 | val_loss: 0.0311912 | Time: 1877.35 ms
[2020-11-22 00:12:12	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0311006 | val_loss: 0.0311879 | Time: 1862.7 ms
[2020-11-22 00:12:14	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0311009 | val_loss: 0.0311906 | Time: 1862.77 ms
[2020-11-22 00:12:16	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0310996 | val_loss: 0.0311898 | Time: 1861.59 ms
[2020-11-22 00:12:18	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0310988 | val_loss: 0.0312187 | Time: 1888.59 ms
[2020-11-22 00:12:20	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0310974 | val_loss: 0.0311949 | Time: 1865.39 ms
[2020-11-22 00:12:21	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0310982 | val_loss: 0.0311925 | Time: 1847.6 ms
[2020-11-22 00:12:23	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0311096 | val_loss: 0.0311844 | Time: 1856.74 ms
[2020-11-22 00:12:25	                main:574]	:	INFO	:	Epoch 535 | loss: 0.031111 | val_loss: 0.0311959 | Time: 1863.97 ms
[2020-11-22 00:12:27	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0311077 | val_loss: 0.0311862 | Time: 1845.82 ms
[2020-11-22 00:12:29	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0311083 | val_loss: 0.0312078 | Time: 1860 ms
[2020-11-22 00:12:31	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0311135 | val_loss: 0.0311921 | Time: 1849.76 ms
[2020-11-22 00:12:33	                main:574]	:	INFO	:	Epoch 539 | loss: 0.031116 | val_loss: 0.0311883 | Time: 1844.65 ms
[2020-11-22 00:12:34	                main:574]	:	INFO	:	Epoch 540 | loss: 0.031112 | val_loss: 0.0311844 | Time: 1873.81 ms
[2020-11-22 00:12:36	                main:574]	:	INFO	:	Epoch 541 | loss: 0.03111 | val_loss: 0.0311957 | Time: 1863.12 ms
[2020-11-22 00:12:38	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0311041 | val_loss: 0.0312008 | Time: 1875.46 ms
[2020-11-22 00:12:40	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0311016 | val_loss: 0.0312055 | Time: 1863.49 ms
[2020-11-22 00:12:42	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0310995 | val_loss: 0.0311986 | Time: 1875.79 ms
[2020-11-22 00:12:44	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0311031 | val_loss: 0.0312034 | Time: 1871.89 ms
[2020-11-22 00:12:46	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0310967 | val_loss: 0.0311875 | Time: 1837.2 ms
[2020-11-22 00:12:48	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0311018 | val_loss: 0.031203 | Time: 1856.21 ms
[2020-11-22 00:12:49	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0311062 | val_loss: 0.0311882 | Time: 1832.59 ms
[2020-11-22 00:12:51	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0311031 | val_loss: 0.0311953 | Time: 1842.51 ms
[2020-11-22 00:12:53	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0310996 | val_loss: 0.031195 | Time: 1838.05 ms
[2020-11-22 00:12:55	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0311013 | val_loss: 0.0312102 | Time: 1860.14 ms
[2020-11-22 00:12:57	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0310995 | val_loss: 0.0312081 | Time: 1862.21 ms
[2020-11-22 00:12:59	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0311007 | val_loss: 0.031188 | Time: 1880.69 ms
[2020-11-22 00:13:01	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0311066 | val_loss: 0.0311896 | Time: 1873.61 ms
[2020-11-22 00:13:02	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0311024 | val_loss: 0.031202 | Time: 1875.72 ms
[2020-11-22 00:13:04	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0310997 | val_loss: 0.0312029 | Time: 1851.9 ms
[2020-11-22 00:13:06	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0311028 | val_loss: 0.0312006 | Time: 1847.93 ms
[2020-11-22 00:13:08	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0311009 | val_loss: 0.0311852 | Time: 1830.03 ms
[2020-11-22 00:13:10	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0311013 | val_loss: 0.0312022 | Time: 1834.76 ms
[2020-11-22 00:13:12	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0310976 | val_loss: 0.0312048 | Time: 1838.95 ms
[2020-11-22 00:13:14	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0311016 | val_loss: 0.0311885 | Time: 1841.49 ms
[2020-11-22 00:13:15	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0311047 | val_loss: 0.0311912 | Time: 1855.36 ms
[2020-11-22 00:13:17	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0311019 | val_loss: 0.031199 | Time: 1880.34 ms
[2020-11-22 00:13:19	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0311009 | val_loss: 0.0311956 | Time: 1866.01 ms
[2020-11-22 00:13:21	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0310959 | val_loss: 0.0311892 | Time: 1873 ms
[2020-11-22 00:13:23	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0310988 | val_loss: 0.031201 | Time: 1859.34 ms
[2020-11-22 00:13:25	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0311053 | val_loss: 0.0312013 | Time: 1849.65 ms
[2020-11-22 00:13:27	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0311062 | val_loss: 0.0312126 | Time: 1853.49 ms
[2020-11-22 00:13:29	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0311043 | val_loss: 0.0311909 | Time: 1855 ms
[2020-11-22 00:13:30	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0311069 | val_loss: 0.0311898 | Time: 1850.67 ms
[2020-11-22 00:13:32	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0310986 | val_loss: 0.031208 | Time: 1868.95 ms
[2020-11-22 00:13:34	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0311001 | val_loss: 0.0311894 | Time: 1865.91 ms
[2020-11-22 00:13:36	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0311094 | val_loss: 0.0312028 | Time: 1855.56 ms
[2020-11-22 00:13:38	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0311068 | val_loss: 0.031203 | Time: 1879.37 ms
[2020-11-22 00:13:40	                main:574]	:	INFO	:	Epoch 575 | loss: 0.031101 | val_loss: 0.03122 | Time: 1862.75 ms
[2020-11-22 00:13:42	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0311131 | val_loss: 0.0311898 | Time: 1858.89 ms
[2020-11-22 00:13:43	                main:574]	:	INFO	:	Epoch 577 | loss: 0.031109 | val_loss: 0.0312042 | Time: 1842.54 ms
[2020-11-22 00:13:45	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0310966 | val_loss: 0.0312163 | Time: 1845.17 ms
[2020-11-22 00:13:47	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0310956 | val_loss: 0.0312071 | Time: 1845.25 ms
[2020-11-22 00:13:49	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0310999 | val_loss: 0.0311897 | Time: 1859.65 ms
[2020-11-22 00:13:51	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0311021 | val_loss: 0.0311933 | Time: 1850.09 ms
[2020-11-22 00:13:53	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0310981 | val_loss: 0.0311861 | Time: 1864.56 ms
[2020-11-22 00:13:55	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0310935 | val_loss: 0.0312115 | Time: 1856.41 ms
[2020-11-22 00:13:56	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0311044 | val_loss: 0.0312091 | Time: 1865.59 ms
[2020-11-22 00:13:58	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0311071 | val_loss: 0.0312075 | Time: 1848.59 ms
[2020-11-22 00:14:00	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0311044 | val_loss: 0.0312068 | Time: 1853.65 ms
[2020-11-22 00:14:02	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0311042 | val_loss: 0.031205 | Time: 1864.52 ms
[2020-11-22 00:14:04	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0310914 | val_loss: 0.031198 | Time: 1874.26 ms
[2020-11-22 00:14:06	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0310944 | val_loss: 0.0312111 | Time: 1870.81 ms
[2020-11-22 00:14:08	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0310891 | val_loss: 0.0312012 | Time: 1864.24 ms
[2020-11-22 00:14:10	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0310906 | val_loss: 0.031205 | Time: 1854.92 ms
[2020-11-22 00:14:11	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0310872 | val_loss: 0.0311996 | Time: 1847.78 ms
[2020-11-22 00:14:13	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0310911 | val_loss: 0.0312232 | Time: 1853.08 ms
[2020-11-22 00:14:15	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0310892 | val_loss: 0.0311928 | Time: 1849.38 ms
[2020-11-22 00:14:17	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0310891 | val_loss: 0.0312028 | Time: 1871.75 ms
[2020-11-22 00:14:19	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0310922 | val_loss: 0.0311896 | Time: 1849.47 ms
[2020-11-22 00:14:21	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0310948 | val_loss: 0.0311869 | Time: 1856.84 ms
[2020-11-22 00:14:23	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0310942 | val_loss: 0.0312071 | Time: 1844.67 ms
[2020-11-22 00:14:24	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0310843 | val_loss: 0.0311995 | Time: 1864.37 ms
[2020-11-22 00:14:26	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0310821 | val_loss: 0.0312176 | Time: 1855.17 ms
[2020-11-22 00:14:28	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0310877 | val_loss: 0.0311868 | Time: 1865.83 ms
[2020-11-22 00:14:30	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0310901 | val_loss: 0.0312194 | Time: 1860.48 ms
[2020-11-22 00:14:32	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0311192 | val_loss: 0.0311843 | Time: 1869.89 ms
[2020-11-22 00:14:34	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0311172 | val_loss: 0.0311975 | Time: 1859.99 ms
[2020-11-22 00:14:36	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0311132 | val_loss: 0.0311945 | Time: 1858.89 ms
[2020-11-22 00:14:38	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0311053 | val_loss: 0.0311878 | Time: 1851.13 ms
[2020-11-22 00:14:39	                main:574]	:	INFO	:	Epoch 607 | loss: 0.031093 | val_loss: 0.0312269 | Time: 1843.58 ms
[2020-11-22 00:14:41	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0310929 | val_loss: 0.0312024 | Time: 1849.11 ms
[2020-11-22 00:14:43	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0310867 | val_loss: 0.0311936 | Time: 1855.62 ms
[2020-11-22 00:14:45	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0310975 | val_loss: 0.0312016 | Time: 1846.25 ms
[2020-11-22 00:14:47	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0310952 | val_loss: 0.0312059 | Time: 1840.96 ms
[2020-11-22 00:14:49	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0310935 | val_loss: 0.0311823 | Time: 1847.84 ms
[2020-11-22 00:14:51	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0311122 | val_loss: 0.0311798 | Time: 1854.73 ms
[2020-11-22 00:14:52	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0311041 | val_loss: 0.0311916 | Time: 1844.93 ms
[2020-11-22 00:14:54	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0311025 | val_loss: 0.0311989 | Time: 1864.74 ms
[2020-11-22 00:14:56	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0310913 | val_loss: 0.0311978 | Time: 1873.18 ms
[2020-11-22 00:14:58	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0310901 | val_loss: 0.0312015 | Time: 1873.78 ms
[2020-11-22 00:15:00	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0310945 | val_loss: 0.0312194 | Time: 1859.35 ms
[2020-11-22 00:15:02	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0310964 | val_loss: 0.0311925 | Time: 1876.12 ms
[2020-11-22 00:15:04	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0310987 | val_loss: 0.0312117 | Time: 1854.86 ms
[2020-11-22 00:15:05	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0310952 | val_loss: 0.031187 | Time: 1849.56 ms
[2020-11-22 00:15:07	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0310918 | val_loss: 0.0311963 | Time: 1862.67 ms
[2020-11-22 00:15:09	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0310849 | val_loss: 0.0311873 | Time: 1848.01 ms
[2020-11-22 00:15:11	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0310835 | val_loss: 0.0312043 | Time: 1845.58 ms
[2020-11-22 00:15:13	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0310937 | val_loss: 0.0311976 | Time: 1844.69 ms
[2020-11-22 00:15:15	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0311029 | val_loss: 0.0311878 | Time: 1855.19 ms
[2020-11-22 00:15:17	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0311108 | val_loss: 0.0311922 | Time: 1884.26 ms
[2020-11-22 00:15:19	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0311121 | val_loss: 0.0312014 | Time: 1847.16 ms
[2020-11-22 00:15:20	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0311092 | val_loss: 0.0311903 | Time: 1873.05 ms
[2020-11-22 00:15:22	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0311025 | val_loss: 0.0311971 | Time: 1856.16 ms
[2020-11-22 00:15:24	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0310962 | val_loss: 0.0312044 | Time: 1855.68 ms
[2020-11-22 00:15:26	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0310917 | val_loss: 0.0311977 | Time: 1848 ms
[2020-11-22 00:15:28	                main:574]	:	INFO	:	Epoch 633 | loss: 0.031091 | val_loss: 0.0311989 | Time: 1875.32 ms
[2020-11-22 00:15:30	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0310919 | val_loss: 0.0312081 | Time: 1861.73 ms
[2020-11-22 00:15:32	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0310837 | val_loss: 0.0312021 | Time: 1865.45 ms
[2020-11-22 00:15:33	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0310865 | val_loss: 0.0311843 | Time: 1859.84 ms
[2020-11-22 00:15:35	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0310908 | val_loss: 0.0311986 | Time: 1860.02 ms
[2020-11-22 00:15:37	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0310869 | val_loss: 0.0311958 | Time: 1882.39 ms
[2020-11-22 00:15:39	                main:574]	:	INFO	:	Epoch 639 | loss: 0.031102 | val_loss: 0.031202 | Time: 1869.66 ms
[2020-11-22 00:15:41	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0310974 | val_loss: 0.0312172 | Time: 1869.35 ms
[2020-11-22 00:15:43	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0310899 | val_loss: 0.031197 | Time: 1862.72 ms
[2020-11-22 00:15:45	                main:574]	:	INFO	:	Epoch 642 | loss: 0.03109 | val_loss: 0.0312174 | Time: 1861.37 ms
[2020-11-22 00:15:47	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0310854 | val_loss: 0.0312137 | Time: 1859.29 ms
[2020-11-22 00:15:48	                main:574]	:	INFO	:	Epoch 644 | loss: 0.031085 | val_loss: 0.0311907 | Time: 1840.14 ms
[2020-11-22 00:15:50	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0310843 | val_loss: 0.0312041 | Time: 1831.49 ms
[2020-11-22 00:15:52	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0310873 | val_loss: 0.0312132 | Time: 1845.22 ms
[2020-11-22 00:15:54	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0310737 | val_loss: 0.0312003 | Time: 1864.57 ms
[2020-11-22 00:15:56	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0310728 | val_loss: 0.0312223 | Time: 1862.69 ms
[2020-11-22 00:15:58	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0310752 | val_loss: 0.0312239 | Time: 1866.35 ms
[2020-11-22 00:16:00	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0310743 | val_loss: 0.0312083 | Time: 1859.99 ms
[2020-11-22 00:16:01	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0310701 | val_loss: 0.0312113 | Time: 1860.08 ms
[2020-11-22 00:16:03	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0310773 | val_loss: 0.0312192 | Time: 1857.07 ms
[2020-11-22 00:16:05	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0310793 | val_loss: 0.0312204 | Time: 1842.07 ms
[2020-11-22 00:16:07	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0310825 | val_loss: 0.0311917 | Time: 1837.85 ms
[2020-11-22 00:16:09	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0310814 | val_loss: 0.0312048 | Time: 1861.7 ms
[2020-11-22 00:16:11	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0310795 | val_loss: 0.0312025 | Time: 1843.56 ms
[2020-11-22 00:16:13	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0310807 | val_loss: 0.0312137 | Time: 1843.46 ms
[2020-11-22 00:16:14	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0310744 | val_loss: 0.0312059 | Time: 1864.3 ms
[2020-11-22 00:16:16	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0310749 | val_loss: 0.0312387 | Time: 1853.7 ms
[2020-11-22 00:16:18	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0310765 | val_loss: 0.0312107 | Time: 1857.38 ms
[2020-11-22 00:16:20	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0310798 | val_loss: 0.031217 | Time: 1854.01 ms
[2020-11-22 00:16:22	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0310743 | val_loss: 0.0312018 | Time: 1865.85 ms
[2020-11-22 00:16:24	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0310709 | val_loss: 0.0312046 | Time: 1880.33 ms
[2020-11-22 00:16:26	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0310708 | val_loss: 0.0312317 | Time: 1857.25 ms
[2020-11-22 00:16:28	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0310802 | val_loss: 0.0312126 | Time: 1855.93 ms
[2020-11-22 00:16:29	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0310877 | val_loss: 0.0312067 | Time: 1844.24 ms
[2020-11-22 00:16:31	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0311116 | val_loss: 0.0311952 | Time: 1853.18 ms
[2020-11-22 00:16:33	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0311077 | val_loss: 0.0312009 | Time: 1847.97 ms
[2020-11-22 00:16:35	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0310935 | val_loss: 0.0312061 | Time: 1837.21 ms
[2020-11-22 00:16:37	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0310833 | val_loss: 0.031208 | Time: 1849.77 ms
[2020-11-22 00:16:39	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0310867 | val_loss: 0.0312192 | Time: 1840.87 ms
[2020-11-22 00:16:41	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0310785 | val_loss: 0.0312142 | Time: 1850.75 ms
[2020-11-22 00:16:42	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0310897 | val_loss: 0.031203 | Time: 1852.87 ms
[2020-11-22 00:16:44	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0310869 | val_loss: 0.0312151 | Time: 1862.44 ms
[2020-11-22 00:16:46	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0310926 | val_loss: 0.0312076 | Time: 1865.78 ms
[2020-11-22 00:16:48	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0310847 | val_loss: 0.0312042 | Time: 1862.48 ms
[2020-11-22 00:16:50	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0310819 | val_loss: 0.0312252 | Time: 1849.58 ms
[2020-11-22 00:16:52	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0310902 | val_loss: 0.0312092 | Time: 1832.72 ms
[2020-11-22 00:16:54	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0311045 | val_loss: 0.0312128 | Time: 1850.77 ms
[2020-11-22 00:16:55	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0310957 | val_loss: 0.0312049 | Time: 1834.35 ms
[2020-11-22 00:16:57	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0310858 | val_loss: 0.0312024 | Time: 1864.39 ms
[2020-11-22 00:16:59	                main:574]	:	INFO	:	Epoch 682 | loss: 0.031082 | val_loss: 0.0312199 | Time: 1850.01 ms
[2020-11-22 00:17:01	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0310824 | val_loss: 0.0312141 | Time: 1868.19 ms
[2020-11-22 00:17:03	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0311029 | val_loss: 0.0311896 | Time: 1863.08 ms
[2020-11-22 00:17:05	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0311028 | val_loss: 0.0312015 | Time: 1864.02 ms
[2020-11-22 00:17:07	                main:574]	:	INFO	:	Epoch 686 | loss: 0.031091 | val_loss: 0.0312088 | Time: 1868.13 ms
[2020-11-22 00:17:08	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0310808 | val_loss: 0.031218 | Time: 1858.2 ms
[2020-11-22 00:17:10	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0310779 | val_loss: 0.0312047 | Time: 1854.5 ms
[2020-11-22 00:17:12	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0310833 | val_loss: 0.0312087 | Time: 1839.74 ms
[2020-11-22 00:17:14	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0310758 | val_loss: 0.0312058 | Time: 1854.38 ms
[2020-11-22 00:17:16	                main:574]	:	INFO	:	Epoch 691 | loss: 0.031087 | val_loss: 0.0312146 | Time: 1827.41 ms
[2020-11-22 00:17:18	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0310793 | val_loss: 0.0312162 | Time: 1831.07 ms
[2020-11-22 00:17:20	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0310899 | val_loss: 0.0312101 | Time: 1852.55 ms
[2020-11-22 00:17:21	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0310827 | val_loss: 0.0312296 | Time: 1875.78 ms
[2020-11-22 00:17:23	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0310802 | val_loss: 0.0312218 | Time: 1860.87 ms
[2020-11-22 00:17:25	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0310819 | val_loss: 0.0312031 | Time: 1863.26 ms
[2020-11-22 00:17:27	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0310858 | val_loss: 0.0312055 | Time: 1875.18 ms
[2020-11-22 00:17:29	                main:574]	:	INFO	:	Epoch 698 | loss: 0.03108 | val_loss: 0.0312379 | Time: 1845.18 ms
[2020-11-22 00:17:31	                main:574]	:	INFO	:	Epoch 699 | loss: 0.031075 | val_loss: 0.0312284 | Time: 1845.86 ms
[2020-11-22 00:17:33	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0310715 | val_loss: 0.0311974 | Time: 1834.08 ms
[2020-11-22 00:17:34	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0310909 | val_loss: 0.031208 | Time: 1837.57 ms
[2020-11-22 00:17:36	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0310888 | val_loss: 0.0312203 | Time: 1846.46 ms
[2020-11-22 00:17:38	                main:574]	:	INFO	:	Epoch 703 | loss: 0.031091 | val_loss: 0.0312008 | Time: 1851.01 ms
[2020-11-22 00:17:40	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0310934 | val_loss: 0.0311922 | Time: 1830.54 ms
[2020-11-22 00:17:42	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0310921 | val_loss: 0.0312198 | Time: 1885.64 ms
[2020-11-22 00:17:44	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0310988 | val_loss: 0.0311955 | Time: 1859.15 ms
[2020-11-22 00:17:46	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0311034 | val_loss: 0.0312119 | Time: 1869.77 ms
[2020-11-22 00:17:48	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0310958 | val_loss: 0.0312112 | Time: 1877.47 ms
[2020-11-22 00:17:49	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0310876 | val_loss: 0.0312031 | Time: 1865.01 ms
[2020-11-22 00:17:51	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0310781 | val_loss: 0.0312259 | Time: 1863.16 ms
[2020-11-22 00:17:53	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0310717 | val_loss: 0.0312048 | Time: 1850.9 ms
[2020-11-22 00:17:55	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0310767 | val_loss: 0.031254 | Time: 1858.25 ms
[2020-11-22 00:17:57	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0310783 | val_loss: 0.0311988 | Time: 1844.25 ms
[2020-11-22 00:17:59	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0310799 | val_loss: 0.0312275 | Time: 1848.58 ms
[2020-11-22 00:18:01	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0310791 | val_loss: 0.0312109 | Time: 1848.08 ms
[2020-11-22 00:18:02	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0310711 | val_loss: 0.0312278 | Time: 1853.53 ms
[2020-11-22 00:18:04	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0310835 | val_loss: 0.0311931 | Time: 1850.16 ms
[2020-11-22 00:18:06	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0310954 | val_loss: 0.0311949 | Time: 1870.7 ms
[2020-11-22 00:18:08	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0311218 | val_loss: 0.0311893 | Time: 1867.24 ms
[2020-11-22 00:18:10	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0311117 | val_loss: 0.0311861 | Time: 1867.09 ms
[2020-11-22 00:18:12	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0310991 | val_loss: 0.0311944 | Time: 1864.93 ms
[2020-11-22 00:18:14	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0310923 | val_loss: 0.0312248 | Time: 1888.17 ms
[2020-11-22 00:18:16	                main:574]	:	INFO	:	Epoch 723 | loss: 0.031081 | val_loss: 0.0311934 | Time: 1843.7 ms
[2020-11-22 00:18:17	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0310738 | val_loss: 0.0312264 | Time: 1848.14 ms
[2020-11-22 00:18:19	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0310751 | val_loss: 0.0312095 | Time: 1860.85 ms
[2020-11-22 00:18:21	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0310763 | val_loss: 0.0312316 | Time: 1853.03 ms
[2020-11-22 00:18:23	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0310785 | val_loss: 0.0312107 | Time: 1866.78 ms
[2020-11-22 00:18:25	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0310753 | val_loss: 0.0312123 | Time: 1860.17 ms
[2020-11-22 00:18:27	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0310753 | val_loss: 0.0312163 | Time: 1837.16 ms
[2020-11-22 00:18:29	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0310762 | val_loss: 0.031202 | Time: 1829.61 ms
[2020-11-22 00:18:30	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0310804 | val_loss: 0.0312203 | Time: 1851.79 ms
[2020-11-22 00:18:32	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0310779 | val_loss: 0.0311992 | Time: 1863.62 ms
[2020-11-22 00:18:34	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0310807 | val_loss: 0.0311922 | Time: 1862.03 ms
[2020-11-22 00:18:36	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0310802 | val_loss: 0.0312207 | Time: 1851.42 ms
[2020-11-22 00:18:38	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0310807 | val_loss: 0.0312219 | Time: 1853.93 ms
[2020-11-22 00:18:40	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0310751 | val_loss: 0.0312369 | Time: 1864.68 ms
[2020-11-22 00:18:42	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0310745 | val_loss: 0.0311986 | Time: 1858.16 ms
[2020-11-22 00:18:43	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0310761 | val_loss: 0.0312183 | Time: 1858.99 ms
[2020-11-22 00:18:45	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0310717 | val_loss: 0.0312137 | Time: 1870.04 ms
[2020-11-22 00:18:47	                main:574]	:	INFO	:	Epoch 740 | loss: 0.031086 | val_loss: 0.0311991 | Time: 1874.24 ms
[2020-11-22 00:18:49	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0311038 | val_loss: 0.0312022 | Time: 1842.7 ms
[2020-11-22 00:18:51	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0311043 | val_loss: 0.031184 | Time: 1844.39 ms
[2020-11-22 00:18:53	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0310953 | val_loss: 0.0312133 | Time: 1853.84 ms
[2020-11-22 00:18:55	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0311128 | val_loss: 0.031207 | Time: 1838.85 ms
[2020-11-22 00:18:57	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0310944 | val_loss: 0.0312226 | Time: 1857.3 ms
[2020-11-22 00:18:58	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0310827 | val_loss: 0.0312276 | Time: 1858.4 ms
[2020-11-22 00:19:00	                main:574]	:	INFO	:	Epoch 747 | loss: 0.0310766 | val_loss: 0.0312206 | Time: 1868.21 ms
[2020-11-22 00:19:02	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0310714 | val_loss: 0.0312073 | Time: 1867.99 ms
[2020-11-22 00:19:04	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0310719 | val_loss: 0.0312458 | Time: 1864.79 ms
[2020-11-22 00:19:06	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0310746 | val_loss: 0.0312031 | Time: 1871.57 ms
[2020-11-22 00:19:08	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0310986 | val_loss: 0.0311876 | Time: 1886.97 ms
[2020-11-22 00:19:10	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0310895 | val_loss: 0.0312099 | Time: 1867.7 ms
[2020-11-22 00:19:12	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0310826 | val_loss: 0.0312257 | Time: 1841.99 ms
[2020-11-22 00:19:13	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0310788 | val_loss: 0.031206 | Time: 1831.57 ms
[2020-11-22 00:19:15	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0310778 | val_loss: 0.0312248 | Time: 1840.4 ms
[2020-11-22 00:19:17	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0310839 | val_loss: 0.0312014 | Time: 1845.48 ms
[2020-11-22 00:19:19	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0310709 | val_loss: 0.0312049 | Time: 1867.37 ms
[2020-11-22 00:19:21	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0310693 | val_loss: 0.0312179 | Time: 1862.55 ms
[2020-11-22 00:19:23	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0310666 | val_loss: 0.031198 | Time: 1860.26 ms
[2020-11-22 00:19:25	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0310795 | val_loss: 0.0312218 | Time: 1887.29 ms
[2020-11-22 00:19:26	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0310718 | val_loss: 0.031192 | Time: 1871.6 ms
[2020-11-22 00:19:28	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0310732 | val_loss: 0.0312114 | Time: 1862.83 ms
[2020-11-22 00:19:30	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0311085 | val_loss: 0.0311862 | Time: 1850.38 ms
[2020-11-22 00:19:32	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0311129 | val_loss: 0.0311854 | Time: 1880.93 ms
[2020-11-22 00:19:34	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0311073 | val_loss: 0.0311916 | Time: 1874.56 ms
[2020-11-22 00:19:36	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0310963 | val_loss: 0.0311956 | Time: 1859.69 ms
[2020-11-22 00:19:38	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0310925 | val_loss: 0.0312019 | Time: 1839.98 ms
[2020-11-22 00:19:40	                main:574]	:	INFO	:	Epoch 768 | loss: 0.03109 | val_loss: 0.0312025 | Time: 1847.03 ms
[2020-11-22 00:19:41	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0310817 | val_loss: 0.0311888 | Time: 1849 ms
[2020-11-22 00:19:43	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0310767 | val_loss: 0.0312139 | Time: 1842.68 ms
[2020-11-22 00:19:45	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0310782 | val_loss: 0.0311929 | Time: 1864.56 ms
[2020-11-22 00:19:47	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0310791 | val_loss: 0.0312141 | Time: 1867.65 ms
[2020-11-22 00:19:49	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0310713 | val_loss: 0.031218 | Time: 1888.17 ms
[2020-11-22 00:19:51	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0310718 | val_loss: 0.0312161 | Time: 1858.56 ms
[2020-11-22 00:19:53	                main:574]	:	INFO	:	Epoch 775 | loss: 0.031066 | val_loss: 0.0312135 | Time: 1869.65 ms
[2020-11-22 00:19:54	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0310627 | val_loss: 0.0312324 | Time: 1845.65 ms
[2020-11-22 00:19:56	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0310587 | val_loss: 0.0312133 | Time: 1856.97 ms
[2020-11-22 00:19:58	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0310622 | val_loss: 0.0312167 | Time: 1848.59 ms
[2020-11-22 00:20:00	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0310632 | val_loss: 0.031232 | Time: 1855.01 ms
[2020-11-22 00:20:02	                main:574]	:	INFO	:	Epoch 780 | loss: 0.031062 | val_loss: 0.0312182 | Time: 1867.35 ms
[2020-11-22 00:20:04	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0310722 | val_loss: 0.0312475 | Time: 1868.01 ms
[2020-11-22 00:20:06	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0310667 | val_loss: 0.0311913 | Time: 1857.34 ms
[2020-11-22 00:20:08	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0310879 | val_loss: 0.0311895 | Time: 1870.01 ms
[2020-11-22 00:20:09	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0310883 | val_loss: 0.0312211 | Time: 1872.85 ms
[2020-11-22 00:20:11	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0310846 | val_loss: 0.0311964 | Time: 1870.24 ms
[2020-11-22 00:20:13	                main:574]	:	INFO	:	Epoch 786 | loss: 0.031078 | val_loss: 0.0312229 | Time: 1842.16 ms
[2020-11-22 00:20:15	                main:574]	:	INFO	:	Epoch 787 | loss: 0.031068 | val_loss: 0.0312312 | Time: 1858.56 ms
[2020-11-22 00:20:17	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0310635 | val_loss: 0.0312303 | Time: 1856.73 ms
[2020-11-22 00:20:19	                main:574]	:	INFO	:	Epoch 789 | loss: 0.03106 | val_loss: 0.0312061 | Time: 1857.63 ms
[2020-11-22 00:20:21	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0310631 | val_loss: 0.0312447 | Time: 1860.11 ms
[2020-11-22 00:20:22	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0310585 | val_loss: 0.0312145 | Time: 1855.14 ms
[2020-11-22 00:20:24	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0310665 | val_loss: 0.031194 | Time: 1841.89 ms
[2020-11-22 00:20:26	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0310765 | val_loss: 0.0312142 | Time: 1849.57 ms
[2020-11-22 00:20:28	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0310811 | val_loss: 0.0312052 | Time: 1844.95 ms
[2020-11-22 00:20:30	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0310788 | val_loss: 0.0312202 | Time: 1853.98 ms
[2020-11-22 00:20:32	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0310688 | val_loss: 0.0312221 | Time: 1864.59 ms
[2020-11-22 00:20:34	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0310578 | val_loss: 0.0312295 | Time: 1871.94 ms
[2020-11-22 00:20:36	                main:574]	:	INFO	:	Epoch 798 | loss: 0.031059 | val_loss: 0.0312053 | Time: 1854.73 ms
[2020-11-22 00:20:37	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0310888 | val_loss: 0.0311871 | Time: 1868.41 ms
[2020-11-22 00:20:39	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0310924 | val_loss: 0.0312309 | Time: 1851.22 ms
[2020-11-22 00:20:41	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0310799 | val_loss: 0.0311962 | Time: 1861.59 ms
[2020-11-22 00:20:43	                main:574]	:	INFO	:	Epoch 802 | loss: 0.03108 | val_loss: 0.0312425 | Time: 1853.48 ms
[2020-11-22 00:20:45	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0310741 | val_loss: 0.0312084 | Time: 1866.43 ms
[2020-11-22 00:20:47	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0310696 | val_loss: 0.0311991 | Time: 1877.06 ms
[2020-11-22 00:20:49	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0310806 | val_loss: 0.0312151 | Time: 1884.57 ms
[2020-11-22 00:20:51	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0310804 | val_loss: 0.0312228 | Time: 1856.38 ms
[2020-11-22 00:20:52	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0310716 | val_loss: 0.0312199 | Time: 1843.31 ms
[2020-11-22 00:20:54	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0310651 | val_loss: 0.0312107 | Time: 1873.15 ms
[2020-11-22 00:20:56	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0310602 | val_loss: 0.0312352 | Time: 1847.61 ms
[2020-11-22 00:20:58	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0310559 | val_loss: 0.0312061 | Time: 1861.66 ms
[2020-11-22 00:21:00	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0310635 | val_loss: 0.0312306 | Time: 1849.36 ms
[2020-11-22 00:21:02	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0310744 | val_loss: 0.0311875 | Time: 1854.96 ms
[2020-11-22 00:21:04	                main:574]	:	INFO	:	Epoch 813 | loss: 0.031116 | val_loss: 0.0311968 | Time: 1852.83 ms
[2020-11-22 00:21:05	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0311144 | val_loss: 0.0311953 | Time: 1862.74 ms
[2020-11-22 00:21:07	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0311048 | val_loss: 0.0312069 | Time: 1868.52 ms
[2020-11-22 00:21:09	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0311041 | val_loss: 0.0312083 | Time: 1853.13 ms
[2020-11-22 00:21:11	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0311004 | val_loss: 0.0312075 | Time: 1852.82 ms
[2020-11-22 00:21:13	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0310913 | val_loss: 0.0312036 | Time: 1859.38 ms
[2020-11-22 00:21:15	                main:574]	:	INFO	:	Epoch 819 | loss: 0.031087 | val_loss: 0.0312198 | Time: 1859.02 ms
[2020-11-22 00:21:17	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0310796 | val_loss: 0.0311981 | Time: 1870.26 ms
[2020-11-22 00:21:18	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0310754 | val_loss: 0.0312263 | Time: 1841.85 ms
[2020-11-22 00:21:20	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0310765 | val_loss: 0.0312304 | Time: 1855.47 ms
[2020-11-22 00:21:22	                main:574]	:	INFO	:	Epoch 823 | loss: 0.031067 | val_loss: 0.0312075 | Time: 1848.39 ms
[2020-11-22 00:21:24	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0310662 | val_loss: 0.0312267 | Time: 1856.41 ms
[2020-11-22 00:21:26	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0310644 | val_loss: 0.0312058 | Time: 1870.16 ms
[2020-11-22 00:21:28	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0311116 | val_loss: 0.0311786 | Time: 1851.84 ms
[2020-11-22 00:21:30	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0311109 | val_loss: 0.0311969 | Time: 1872.02 ms
[2020-11-22 00:21:32	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0310979 | val_loss: 0.031219 | Time: 1853.8 ms
[2020-11-22 00:21:33	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0310836 | val_loss: 0.0312123 | Time: 1848.83 ms
[2020-11-22 00:21:35	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0310754 | val_loss: 0.0312167 | Time: 1868.65 ms
[2020-11-22 00:21:37	                main:574]	:	INFO	:	Epoch 831 | loss: 0.031065 | val_loss: 0.0312321 | Time: 1861.91 ms
[2020-11-22 00:21:39	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0310585 | val_loss: 0.0312199 | Time: 1854.66 ms
[2020-11-22 00:21:41	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0310572 | val_loss: 0.0312276 | Time: 1875.52 ms
[2020-11-22 00:21:43	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0310912 | val_loss: 0.0312146 | Time: 1873.42 ms
[2020-11-22 00:21:45	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0311033 | val_loss: 0.0312023 | Time: 1852.31 ms
[2020-11-22 00:21:46	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0310872 | val_loss: 0.0312257 | Time: 1846.48 ms
[2020-11-22 00:21:48	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0310807 | val_loss: 0.0312198 | Time: 1838.9 ms
[2020-11-22 00:21:50	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0310724 | val_loss: 0.0312063 | Time: 1856.38 ms
[2020-11-22 00:21:52	                main:574]	:	INFO	:	Epoch 839 | loss: 0.031063 | val_loss: 0.0312117 | Time: 1846.28 ms
[2020-11-22 00:21:54	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0310599 | val_loss: 0.0312296 | Time: 1859.99 ms
[2020-11-22 00:21:56	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0310678 | val_loss: 0.03124 | Time: 1869.22 ms
[2020-11-22 00:21:58	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0310739 | val_loss: 0.0311997 | Time: 1865.68 ms
[2020-11-22 00:22:00	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0310589 | val_loss: 0.0312387 | Time: 1883.95 ms
[2020-11-22 00:22:01	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0310547 | val_loss: 0.0312202 | Time: 1885.33 ms
[2020-11-22 00:22:03	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0310604 | val_loss: 0.0312249 | Time: 1862.08 ms
[2020-11-22 00:22:05	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0310555 | val_loss: 0.0312329 | Time: 1842.6 ms
[2020-11-22 00:22:07	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0310618 | val_loss: 0.031255 | Time: 1835.66 ms
[2020-11-22 00:22:09	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0310608 | val_loss: 0.0312559 | Time: 1837.89 ms
[2020-11-22 00:22:11	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0310643 | val_loss: 0.031229 | Time: 1853.46 ms
[2020-11-22 00:22:13	                main:574]	:	INFO	:	Epoch 850 | loss: 0.031067 | val_loss: 0.0312149 | Time: 1848.3 ms
[2020-11-22 00:22:14	                main:574]	:	INFO	:	Epoch 851 | loss: 0.031064 | val_loss: 0.0312407 | Time: 1862.27 ms
[2020-11-22 00:22:16	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0310553 | val_loss: 0.0312221 | Time: 1853.53 ms
[2020-11-22 00:22:18	                main:574]	:	INFO	:	Epoch 853 | loss: 0.031049 | val_loss: 0.0312291 | Time: 1853 ms
[2020-11-22 00:22:20	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0310461 | val_loss: 0.031229 | Time: 1865.75 ms
[2020-11-22 00:22:22	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0310416 | val_loss: 0.0312575 | Time: 1861.08 ms
[2020-11-22 00:22:24	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0310472 | val_loss: 0.0312263 | Time: 1867.67 ms
[2020-11-22 00:22:26	                main:574]	:	INFO	:	Epoch 857 | loss: 0.03105 | val_loss: 0.0312259 | Time: 1850.31 ms
[2020-11-22 00:22:27	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0310485 | val_loss: 0.0312314 | Time: 1861.08 ms
[2020-11-22 00:22:29	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0310499 | val_loss: 0.0312457 | Time: 1853 ms
[2020-11-22 00:22:31	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0310509 | val_loss: 0.0312467 | Time: 1858.03 ms
[2020-11-22 00:22:33	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0310444 | val_loss: 0.0312202 | Time: 1842.4 ms
[2020-11-22 00:22:35	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0310434 | val_loss: 0.0312397 | Time: 1836.05 ms
[2020-11-22 00:22:37	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0310526 | val_loss: 0.0312452 | Time: 1856.82 ms
[2020-11-22 00:22:39	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0310513 | val_loss: 0.031221 | Time: 1845.73 ms
[2020-11-22 00:22:41	                main:574]	:	INFO	:	Epoch 865 | loss: 0.031047 | val_loss: 0.031248 | Time: 1873.97 ms
[2020-11-22 00:22:42	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0310733 | val_loss: 0.0312132 | Time: 1861.31 ms
[2020-11-22 00:22:44	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0310991 | val_loss: 0.0312191 | Time: 1887.16 ms
[2020-11-22 00:22:46	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0310849 | val_loss: 0.0312032 | Time: 1882.68 ms
[2020-11-22 00:22:48	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0310797 | val_loss: 0.0312418 | Time: 1884.13 ms
[2020-11-22 00:22:50	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0310714 | val_loss: 0.0312168 | Time: 1862.52 ms
[2020-11-22 00:22:52	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0310835 | val_loss: 0.0312077 | Time: 1857.45 ms
[2020-11-22 00:22:54	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0311012 | val_loss: 0.0312094 | Time: 1826.1 ms
[2020-11-22 00:22:55	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0310799 | val_loss: 0.0312097 | Time: 1827.65 ms
[2020-11-22 00:22:57	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0310717 | val_loss: 0.03122 | Time: 1844.8 ms
[2020-11-22 00:22:59	                main:574]	:	INFO	:	Epoch 875 | loss: 0.031064 | val_loss: 0.0312124 | Time: 1849.9 ms
[2020-11-22 00:23:01	                main:574]	:	INFO	:	Epoch 876 | loss: 0.031073 | val_loss: 0.0312362 | Time: 1858.48 ms
[2020-11-22 00:23:03	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0311043 | val_loss: 0.031192 | Time: 1864.87 ms
[2020-11-22 00:23:05	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0310982 | val_loss: 0.0312073 | Time: 1868.83 ms
[2020-11-22 00:23:07	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0310966 | val_loss: 0.0311937 | Time: 1876.87 ms
[2020-11-22 00:23:09	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0311114 | val_loss: 0.0312015 | Time: 1884.52 ms
[2020-11-22 00:23:10	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0310997 | val_loss: 0.0312122 | Time: 1848.31 ms
[2020-11-22 00:23:12	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0310808 | val_loss: 0.0311985 | Time: 1838.8 ms
[2020-11-22 00:23:14	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0311312 | val_loss: 0.0312134 | Time: 1849.03 ms
[2020-11-22 00:23:16	                main:574]	:	INFO	:	Epoch 884 | loss: 0.031206 | val_loss: 0.0312114 | Time: 1840.76 ms
[2020-11-22 00:23:18	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0313564 | val_loss: 0.0312325 | Time: 1849.7 ms
[2020-11-22 00:23:20	                main:574]	:	INFO	:	Epoch 886 | loss: 0.031948 | val_loss: 0.0315612 | Time: 1835.38 ms
[2020-11-22 00:23:22	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0314823 | val_loss: 0.0312708 | Time: 1856.59 ms
[2020-11-22 00:23:23	                main:574]	:	INFO	:	Epoch 888 | loss: 0.031202 | val_loss: 0.0311816 | Time: 1880.24 ms
[2020-11-22 00:23:25	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0311596 | val_loss: 0.0311709 | Time: 1886.39 ms
[2020-11-22 00:23:27	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0311514 | val_loss: 0.0311678 | Time: 1883.66 ms
[2020-11-22 00:23:29	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0311467 | val_loss: 0.031164 | Time: 1850.71 ms
[2020-11-22 00:23:31	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0311449 | val_loss: 0.0311648 | Time: 1844.11 ms
[2020-11-22 00:23:33	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0311415 | val_loss: 0.0311648 | Time: 1830.84 ms
[2020-11-22 00:23:35	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0311396 | val_loss: 0.0311637 | Time: 1844.92 ms
[2020-11-22 00:23:36	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0311388 | val_loss: 0.0311666 | Time: 1834.59 ms
[2020-11-22 00:23:38	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0311365 | val_loss: 0.031166 | Time: 1855.1 ms
[2020-11-22 00:23:40	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0311349 | val_loss: 0.0311656 | Time: 1851.39 ms
[2020-11-22 00:23:42	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0311338 | val_loss: 0.031165 | Time: 1854.82 ms
[2020-11-22 00:23:44	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0311327 | val_loss: 0.0311652 | Time: 1856.7 ms
[2020-11-22 00:23:46	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0311316 | val_loss: 0.0311656 | Time: 1880.93 ms
[2020-11-22 00:23:48	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0311314 | val_loss: 0.0311684 | Time: 1864.45 ms
[2020-11-22 00:23:50	                main:574]	:	INFO	:	Epoch 902 | loss: 0.031131 | val_loss: 0.0311663 | Time: 1868.15 ms
[2020-11-22 00:23:51	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0311304 | val_loss: 0.0311661 | Time: 1883.41 ms
[2020-11-22 00:23:53	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0311316 | val_loss: 0.031167 | Time: 1847.21 ms
[2020-11-22 00:23:55	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0311294 | val_loss: 0.0311643 | Time: 1837.35 ms
[2020-11-22 00:23:57	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0311291 | val_loss: 0.0311665 | Time: 1827.17 ms
[2020-11-22 00:23:59	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0311288 | val_loss: 0.0311685 | Time: 1839.33 ms
[2020-11-22 00:24:01	                main:574]	:	INFO	:	Epoch 908 | loss: 0.031127 | val_loss: 0.0311656 | Time: 1836.46 ms
[2020-11-22 00:24:02	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0311262 | val_loss: 0.0311673 | Time: 1852.34 ms
[2020-11-22 00:24:04	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0311271 | val_loss: 0.0311699 | Time: 1862.61 ms
[2020-11-22 00:24:06	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0311261 | val_loss: 0.0311682 | Time: 1868.06 ms
[2020-11-22 00:24:08	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0311228 | val_loss: 0.0311705 | Time: 1865.41 ms
[2020-11-22 00:24:10	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0311227 | val_loss: 0.0311656 | Time: 1879.2 ms
[2020-11-22 00:24:12	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0311218 | val_loss: 0.0311681 | Time: 1879.58 ms
[2020-11-22 00:24:14	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0311201 | val_loss: 0.0311694 | Time: 1857.56 ms
[2020-11-22 00:24:16	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0311212 | val_loss: 0.0311671 | Time: 1850.23 ms
[2020-11-22 00:24:17	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0311197 | val_loss: 0.0311698 | Time: 1836.69 ms
[2020-11-22 00:24:19	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0311174 | val_loss: 0.0311779 | Time: 1824.24 ms
[2020-11-22 00:24:21	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311185 | val_loss: 0.0311762 | Time: 1846.64 ms
[2020-11-22 00:24:23	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0311176 | val_loss: 0.0311764 | Time: 1843.43 ms
[2020-11-22 00:24:25	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0311182 | val_loss: 0.0311705 | Time: 1846.31 ms
[2020-11-22 00:24:27	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0311181 | val_loss: 0.0311757 | Time: 1854.8 ms
[2020-11-22 00:24:29	                main:574]	:	INFO	:	Epoch 923 | loss: 0.031115 | val_loss: 0.0311762 | Time: 1870.19 ms
[2020-11-22 00:24:30	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0311182 | val_loss: 0.0311833 | Time: 1877.65 ms
[2020-11-22 00:24:32	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0311199 | val_loss: 0.0311794 | Time: 1881.48 ms
[2020-11-22 00:24:34	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0311144 | val_loss: 0.0311821 | Time: 1866.44 ms
[2020-11-22 00:24:36	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0311123 | val_loss: 0.0311788 | Time: 1868.02 ms
[2020-11-22 00:24:38	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0311104 | val_loss: 0.0311732 | Time: 1832.48 ms
[2020-11-22 00:24:40	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0311083 | val_loss: 0.0311852 | Time: 1863.23 ms
[2020-11-22 00:24:42	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0311128 | val_loss: 0.0311773 | Time: 1857.12 ms
[2020-11-22 00:24:44	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0311294 | val_loss: 0.0311788 | Time: 1850.7 ms
[2020-11-22 00:24:45	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0311263 | val_loss: 0.0311762 | Time: 1854.49 ms
[2020-11-22 00:24:47	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0311216 | val_loss: 0.0311788 | Time: 1863.6 ms
[2020-11-22 00:24:49	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0311214 | val_loss: 0.0311744 | Time: 1875 ms
[2020-11-22 00:24:51	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0311222 | val_loss: 0.031174 | Time: 1857.88 ms
[2020-11-22 00:24:53	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0311242 | val_loss: 0.0311745 | Time: 1859.86 ms
[2020-11-22 00:24:55	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0311212 | val_loss: 0.0311751 | Time: 1854.03 ms
[2020-11-22 00:24:57	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0311184 | val_loss: 0.0311829 | Time: 1861.02 ms
[2020-11-22 00:24:58	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0311154 | val_loss: 0.0311849 | Time: 1853.86 ms
[2020-11-22 00:25:00	                main:574]	:	INFO	:	Epoch 940 | loss: 0.031113 | val_loss: 0.031181 | Time: 1824.32 ms
[2020-11-22 00:25:02	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311165 | val_loss: 0.0311829 | Time: 1850.23 ms
[2020-11-22 00:25:04	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311161 | val_loss: 0.0311826 | Time: 1872.92 ms
[2020-11-22 00:25:06	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0311095 | val_loss: 0.0311818 | Time: 1876.7 ms
[2020-11-22 00:25:08	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0311079 | val_loss: 0.0311758 | Time: 1841.47 ms
[2020-11-22 00:25:10	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311083 | val_loss: 0.0311862 | Time: 1871.55 ms
[2020-11-22 00:25:12	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0311094 | val_loss: 0.0311844 | Time: 1850.13 ms
[2020-11-22 00:25:13	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311086 | val_loss: 0.03118 | Time: 1857.93 ms
[2020-11-22 00:25:15	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0311124 | val_loss: 0.0311807 | Time: 1869.57 ms
[2020-11-22 00:25:17	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311175 | val_loss: 0.031182 | Time: 1861.52 ms
[2020-11-22 00:25:19	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311193 | val_loss: 0.031189 | Time: 1842.3 ms
[2020-11-22 00:25:21	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0311165 | val_loss: 0.031185 | Time: 1846.64 ms
[2020-11-22 00:25:23	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0311069 | val_loss: 0.0311835 | Time: 1852.08 ms
[2020-11-22 00:25:25	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0311234 | val_loss: 0.0311825 | Time: 1842.31 ms
[2020-11-22 00:25:26	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0311179 | val_loss: 0.0311878 | Time: 1834.22 ms
[2020-11-22 00:25:28	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311215 | val_loss: 0.0311789 | Time: 1853.96 ms
[2020-11-22 00:25:30	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311201 | val_loss: 0.0311788 | Time: 1860.77 ms
[2020-11-22 00:25:32	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311167 | val_loss: 0.0311782 | Time: 1862.25 ms
[2020-11-22 00:25:34	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0311128 | val_loss: 0.0311941 | Time: 1874.49 ms
[2020-11-22 00:25:36	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0311145 | val_loss: 0.0311875 | Time: 1880.29 ms
[2020-11-22 00:25:38	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0311111 | val_loss: 0.0311893 | Time: 1861.47 ms
[2020-11-22 00:25:39	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0311161 | val_loss: 0.0311733 | Time: 1859.05 ms
[2020-11-22 00:25:41	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0311249 | val_loss: 0.0311804 | Time: 1839.73 ms
[2020-11-22 00:25:43	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311207 | val_loss: 0.0311774 | Time: 1863.18 ms
[2020-11-22 00:25:45	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311191 | val_loss: 0.0311818 | Time: 1849.95 ms
[2020-11-22 00:25:47	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0311145 | val_loss: 0.031181 | Time: 1848.9 ms
[2020-11-22 00:25:49	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311169 | val_loss: 0.031243 | Time: 1868.73 ms
[2020-11-22 00:25:51	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311433 | val_loss: 0.0311783 | Time: 1872.9 ms
[2020-11-22 00:25:53	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311408 | val_loss: 0.0311716 | Time: 1847.85 ms
[2020-11-22 00:25:54	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311386 | val_loss: 0.0311669 | Time: 1846.92 ms
[2020-11-22 00:25:56	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0311336 | val_loss: 0.03117 | Time: 1852.51 ms
[2020-11-22 00:25:58	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0311288 | val_loss: 0.0311724 | Time: 1869.66 ms
[2020-11-22 00:26:00	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0311273 | val_loss: 0.0311736 | Time: 1849.46 ms
[2020-11-22 00:26:02	                main:574]	:	INFO	:	Epoch 973 | loss: 0.031128 | val_loss: 0.0311753 | Time: 1845.62 ms
[2020-11-22 00:26:04	                main:574]	:	INFO	:	Epoch 974 | loss: 0.031128 | val_loss: 0.0311789 | Time: 1853.31 ms
[2020-11-22 00:26:06	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311228 | val_loss: 0.0311706 | Time: 1847.79 ms
[2020-11-22 00:26:07	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0311204 | val_loss: 0.0311782 | Time: 1866.92 ms
[2020-11-22 00:26:09	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311151 | val_loss: 0.0311827 | Time: 1867.96 ms
[2020-11-22 00:26:11	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0311131 | val_loss: 0.0311818 | Time: 1864.82 ms
[2020-11-22 00:26:13	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311112 | val_loss: 0.0311816 | Time: 1864.02 ms
[2020-11-22 00:26:15	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0311157 | val_loss: 0.03118 | Time: 1871.65 ms
[2020-11-22 00:26:17	                main:574]	:	INFO	:	Epoch 981 | loss: 0.0311278 | val_loss: 0.0311726 | Time: 1859.63 ms
[2020-11-22 00:26:19	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0311215 | val_loss: 0.0311809 | Time: 1868.67 ms
[2020-11-22 00:26:21	                main:574]	:	INFO	:	Epoch 983 | loss: 0.031118 | val_loss: 0.0311706 | Time: 1854 ms
[2020-11-22 00:26:22	                main:574]	:	INFO	:	Epoch 984 | loss: 0.031113 | val_loss: 0.0311779 | Time: 1854.4 ms
[2020-11-22 00:26:24	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0311089 | val_loss: 0.0311786 | Time: 1863.86 ms
[2020-11-22 00:26:26	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0311098 | val_loss: 0.0311785 | Time: 1861.17 ms
[2020-11-22 00:26:28	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0311045 | val_loss: 0.0311711 | Time: 1857.57 ms
[2020-11-22 00:26:30	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311046 | val_loss: 0.0311892 | Time: 1846.37 ms
[2020-11-22 00:26:32	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311011 | val_loss: 0.0311828 | Time: 1859.2 ms
[2020-11-22 00:26:34	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0311024 | val_loss: 0.0311869 | Time: 1838.53 ms
[2020-11-22 00:26:35	                main:574]	:	INFO	:	Epoch 991 | loss: 0.031106 | val_loss: 0.0311762 | Time: 1852.08 ms
[2020-11-22 00:26:37	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311158 | val_loss: 0.0311785 | Time: 1856.3 ms
[2020-11-22 00:26:39	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311285 | val_loss: 0.0311741 | Time: 1852.56 ms
[2020-11-22 00:26:41	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0311214 | val_loss: 0.0311822 | Time: 1867.22 ms
[2020-11-22 00:26:43	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0311164 | val_loss: 0.0311812 | Time: 1873.44 ms
[2020-11-22 00:26:45	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0311418 | val_loss: 0.0311755 | Time: 1867.15 ms
[2020-11-22 00:26:47	                main:574]	:	INFO	:	Epoch 997 | loss: 0.031132 | val_loss: 0.0311854 | Time: 1849.41 ms
[2020-11-22 00:26:48	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0311242 | val_loss: 0.0311814 | Time: 1849.02 ms
[2020-11-22 00:26:50	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0311161 | val_loss: 0.0311783 | Time: 1856.16 ms
[2020-11-22 00:26:52	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0311133 | val_loss: 0.0311831 | Time: 1846.66 ms
[2020-11-22 00:26:54	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0311179 | val_loss: 0.0311774 | Time: 1864.54 ms
[2020-11-22 00:26:56	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0311109 | val_loss: 0.0311853 | Time: 1855.25 ms
[2020-11-22 00:26:58	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0311075 | val_loss: 0.0311799 | Time: 1839.53 ms
[2020-11-22 00:27:00	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0311088 | val_loss: 0.0311823 | Time: 1881.31 ms
[2020-11-22 00:27:02	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0311154 | val_loss: 0.0311781 | Time: 1861.21 ms
[2020-11-22 00:27:03	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0311125 | val_loss: 0.031179 | Time: 1870.47 ms
[2020-11-22 00:27:05	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0311219 | val_loss: 0.0311762 | Time: 1859.84 ms
[2020-11-22 00:27:07	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.031133 | val_loss: 0.0311798 | Time: 1867.95 ms
[2020-11-22 00:27:09	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.03113 | val_loss: 0.0311751 | Time: 1859.36 ms
[2020-11-22 00:27:11	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0311218 | val_loss: 0.0311796 | Time: 1865.67 ms
[2020-11-22 00:27:13	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0311171 | val_loss: 0.0311859 | Time: 1859.68 ms
[2020-11-22 00:27:15	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0311133 | val_loss: 0.0311846 | Time: 1879.25 ms
[2020-11-22 00:27:17	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0311101 | val_loss: 0.0311936 | Time: 1864.52 ms
[2020-11-22 00:27:18	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0311101 | val_loss: 0.0311877 | Time: 1827.38 ms
[2020-11-22 00:27:20	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.031107 | val_loss: 0.0311928 | Time: 1839.58 ms
[2020-11-22 00:27:22	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0311045 | val_loss: 0.0311837 | Time: 1871 ms
[2020-11-22 00:27:24	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0311023 | val_loss: 0.0312097 | Time: 1849.8 ms
[2020-11-22 00:27:26	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0311016 | val_loss: 0.0311888 | Time: 1871.19 ms
[2020-11-22 00:27:28	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0310994 | val_loss: 0.0311875 | Time: 1884.48 ms
[2020-11-22 00:27:30	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311008 | val_loss: 0.0311901 | Time: 1869.02 ms
[2020-11-22 00:27:31	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0310987 | val_loss: 0.0312078 | Time: 1858.63 ms
[2020-11-22 00:27:33	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0310951 | val_loss: 0.0311986 | Time: 1861.38 ms
[2020-11-22 00:27:35	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.031096 | val_loss: 0.0312026 | Time: 1861.01 ms
[2020-11-22 00:27:37	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.031098 | val_loss: 0.0311962 | Time: 1855.66 ms
[2020-11-22 00:27:37	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311962
[2020-11-22 00:27:37	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 00:27:37	                main:608]	:	INFO	:	Success, exiting..
00:27:37 (44940): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)