Task 2956466

Name ParityModified-1605151334-6845-2_0
Workunit 1334012
Created 15 Nov 2020, 9:37:13 UTC
Sent 22 Nov 2020, 4:02:11 UTC
Report deadline 29 Nov 2020, 4:02:11 UTC
Received 22 Nov 2020, 4:34:46 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 32 min 20 sec
CPU time 32 min 4 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>
514 | loss: 0.0310845 | val_loss: 0.0312328 | Time: 1879.15 ms
[2020-11-22 05:18:33	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0310827 | val_loss: 0.0312375 | Time: 1887.34 ms
[2020-11-22 05:18:34	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0310825 | val_loss: 0.0312415 | Time: 1868.31 ms
[2020-11-22 05:18:36	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0310789 | val_loss: 0.031231 | Time: 1893.86 ms
[2020-11-22 05:18:38	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0310804 | val_loss: 0.0312351 | Time: 1895.17 ms
[2020-11-22 05:18:40	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0310848 | val_loss: 0.0312423 | Time: 1897.91 ms
[2020-11-22 05:18:42	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0310861 | val_loss: 0.0312309 | Time: 1874.06 ms
[2020-11-22 05:18:44	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0310869 | val_loss: 0.0312319 | Time: 1887.25 ms
[2020-11-22 05:18:46	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0310808 | val_loss: 0.0312245 | Time: 1885.58 ms
[2020-11-22 05:18:48	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0310793 | val_loss: 0.0312409 | Time: 1891.76 ms
[2020-11-22 05:18:50	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0310797 | val_loss: 0.0312309 | Time: 1894.6 ms
[2020-11-22 05:18:52	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0310971 | val_loss: 0.0312278 | Time: 1887.2 ms
[2020-11-22 05:18:53	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0310895 | val_loss: 0.0312384 | Time: 1868.93 ms
[2020-11-22 05:18:55	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0310797 | val_loss: 0.0312363 | Time: 1873.3 ms
[2020-11-22 05:18:57	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0310813 | val_loss: 0.031229 | Time: 1893.63 ms
[2020-11-22 05:18:59	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0310853 | val_loss: 0.0312327 | Time: 1892.27 ms
[2020-11-22 05:19:01	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0310776 | val_loss: 0.0312313 | Time: 1869.92 ms
[2020-11-22 05:19:03	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0311177 | val_loss: 0.0312033 | Time: 1879.84 ms
[2020-11-22 05:19:05	                main:574]	:	INFO	:	Epoch 532 | loss: 0.03116 | val_loss: 0.0311918 | Time: 1892.38 ms
[2020-11-22 05:19:07	                main:574]	:	INFO	:	Epoch 533 | loss: 0.031148 | val_loss: 0.0311998 | Time: 1895.89 ms
[2020-11-22 05:19:09	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0311375 | val_loss: 0.0311986 | Time: 1898.66 ms
[2020-11-22 05:19:11	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0311214 | val_loss: 0.031201 | Time: 1890.55 ms
[2020-11-22 05:19:12	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0311137 | val_loss: 0.0312199 | Time: 1872.24 ms
[2020-11-22 05:19:14	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0311057 | val_loss: 0.0312153 | Time: 1876.54 ms
[2020-11-22 05:19:16	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0311084 | val_loss: 0.0312121 | Time: 1874.17 ms
[2020-11-22 05:19:18	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0310953 | val_loss: 0.0312237 | Time: 1881.86 ms
[2020-11-22 05:19:20	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0310908 | val_loss: 0.0312195 | Time: 1869.08 ms
[2020-11-22 05:19:22	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0310884 | val_loss: 0.0312257 | Time: 1865.41 ms
[2020-11-22 05:19:24	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0310887 | val_loss: 0.0312394 | Time: 1870.84 ms
[2020-11-22 05:19:26	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0310854 | val_loss: 0.0312537 | Time: 1898.8 ms
[2020-11-22 05:19:27	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0310869 | val_loss: 0.0312275 | Time: 1896.1 ms
[2020-11-22 05:19:29	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0310864 | val_loss: 0.0312496 | Time: 1897.11 ms
[2020-11-22 05:19:31	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0310847 | val_loss: 0.0312385 | Time: 1897.24 ms
[2020-11-22 05:19:33	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0310841 | val_loss: 0.0312384 | Time: 1897.02 ms
[2020-11-22 05:19:35	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0310783 | val_loss: 0.0312519 | Time: 1878.28 ms
[2020-11-22 05:19:37	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0310819 | val_loss: 0.0312426 | Time: 1874.51 ms
[2020-11-22 05:19:39	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0310819 | val_loss: 0.0312394 | Time: 1864.04 ms
[2020-11-22 05:19:41	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0310822 | val_loss: 0.0312336 | Time: 1842.14 ms
[2020-11-22 05:19:43	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0310834 | val_loss: 0.031243 | Time: 1876.08 ms
[2020-11-22 05:19:44	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0310775 | val_loss: 0.031231 | Time: 1876.06 ms
[2020-11-22 05:19:46	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0310799 | val_loss: 0.0312442 | Time: 1863.56 ms
[2020-11-22 05:19:48	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0310796 | val_loss: 0.0312417 | Time: 1876.61 ms
[2020-11-22 05:19:50	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0310784 | val_loss: 0.0312404 | Time: 1896.39 ms
[2020-11-22 05:19:52	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0310858 | val_loss: 0.031243 | Time: 1906 ms
[2020-11-22 05:19:54	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0311048 | val_loss: 0.0312215 | Time: 1938.39 ms
[2020-11-22 05:19:56	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0310969 | val_loss: 0.0312192 | Time: 1889.71 ms
[2020-11-22 05:19:58	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0310896 | val_loss: 0.0312439 | Time: 1865.04 ms
[2020-11-22 05:20:00	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0310851 | val_loss: 0.0312234 | Time: 1913.99 ms
[2020-11-22 05:20:02	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0310798 | val_loss: 0.0312413 | Time: 1917.67 ms
[2020-11-22 05:20:03	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0310788 | val_loss: 0.0312436 | Time: 1878.3 ms
[2020-11-22 05:20:05	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0310936 | val_loss: 0.0312379 | Time: 1881.77 ms
[2020-11-22 05:20:07	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0310812 | val_loss: 0.0312578 | Time: 1866.23 ms
[2020-11-22 05:20:09	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0310835 | val_loss: 0.0312343 | Time: 1893.1 ms
[2020-11-22 05:20:11	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0310806 | val_loss: 0.0312483 | Time: 1894.72 ms
[2020-11-22 05:20:13	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0310846 | val_loss: 0.0312371 | Time: 1883.33 ms
[2020-11-22 05:20:15	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0310832 | val_loss: 0.031227 | Time: 1872.07 ms
[2020-11-22 05:20:17	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0310763 | val_loss: 0.0312494 | Time: 1870.99 ms
[2020-11-22 05:20:19	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0310819 | val_loss: 0.0312326 | Time: 1885.3 ms
[2020-11-22 05:20:20	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0310942 | val_loss: 0.0312113 | Time: 1890.53 ms
[2020-11-22 05:20:22	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0310934 | val_loss: 0.031235 | Time: 1864.95 ms
[2020-11-22 05:20:24	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0310851 | val_loss: 0.0312546 | Time: 1886.64 ms
[2020-11-22 05:20:26	                main:574]	:	INFO	:	Epoch 575 | loss: 0.031085 | val_loss: 0.0312485 | Time: 1882.3 ms
[2020-11-22 05:20:28	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0310789 | val_loss: 0.0312343 | Time: 1884.38 ms
[2020-11-22 05:20:30	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0310821 | val_loss: 0.0312567 | Time: 1906.27 ms
[2020-11-22 05:20:32	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0310824 | val_loss: 0.0312433 | Time: 1907.1 ms
[2020-11-22 05:20:34	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0310864 | val_loss: 0.0312291 | Time: 1884.29 ms
[2020-11-22 05:20:36	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0310933 | val_loss: 0.0312388 | Time: 1897.44 ms
[2020-11-22 05:20:37	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0310904 | val_loss: 0.0312346 | Time: 1860.51 ms
[2020-11-22 05:20:39	                main:574]	:	INFO	:	Epoch 582 | loss: 0.031085 | val_loss: 0.0312179 | Time: 1842.63 ms
[2020-11-22 05:20:41	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0310826 | val_loss: 0.0312334 | Time: 1864.82 ms
[2020-11-22 05:20:43	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0310821 | val_loss: 0.0312482 | Time: 1864.8 ms
[2020-11-22 05:20:45	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0310807 | val_loss: 0.0312365 | Time: 1889.76 ms
[2020-11-22 05:20:47	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0310732 | val_loss: 0.0312401 | Time: 1885.73 ms
[2020-11-22 05:20:49	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0310721 | val_loss: 0.031251 | Time: 1904.73 ms
[2020-11-22 05:20:51	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0310725 | val_loss: 0.0312422 | Time: 1883.91 ms
[2020-11-22 05:20:53	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0310718 | val_loss: 0.0312496 | Time: 1884.24 ms
[2020-11-22 05:20:54	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0310775 | val_loss: 0.0312321 | Time: 1881.34 ms
[2020-11-22 05:20:56	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0310805 | val_loss: 0.0312246 | Time: 1871.14 ms
[2020-11-22 05:20:58	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0310934 | val_loss: 0.0312249 | Time: 1888.19 ms
[2020-11-22 05:21:00	                main:574]	:	INFO	:	Epoch 593 | loss: 0.031087 | val_loss: 0.0312435 | Time: 1880.66 ms
[2020-11-22 05:21:02	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0310826 | val_loss: 0.0312425 | Time: 1868.17 ms
[2020-11-22 05:21:04	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0310793 | val_loss: 0.031221 | Time: 1866.37 ms
[2020-11-22 05:21:06	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0310796 | val_loss: 0.031255 | Time: 1874.91 ms
[2020-11-22 05:21:08	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0310841 | val_loss: 0.0312594 | Time: 1879.84 ms
[2020-11-22 05:21:10	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0310865 | val_loss: 0.0312891 | Time: 1895.78 ms
[2020-11-22 05:21:11	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0311056 | val_loss: 0.0312286 | Time: 1914.59 ms
[2020-11-22 05:21:13	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0310835 | val_loss: 0.0312675 | Time: 1900.97 ms
[2020-11-22 05:21:15	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0310753 | val_loss: 0.0312433 | Time: 1891.1 ms
[2020-11-22 05:21:17	                main:574]	:	INFO	:	Epoch 602 | loss: 0.031087 | val_loss: 0.0312512 | Time: 1888.44 ms
[2020-11-22 05:21:19	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0310809 | val_loss: 0.0312449 | Time: 1874.59 ms
[2020-11-22 05:21:21	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0310816 | val_loss: 0.0312526 | Time: 1870.12 ms
[2020-11-22 05:21:23	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0310807 | val_loss: 0.0312512 | Time: 1857.94 ms
[2020-11-22 05:21:25	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0310871 | val_loss: 0.0312196 | Time: 1870.55 ms
[2020-11-22 05:21:27	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0310964 | val_loss: 0.031228 | Time: 1876.91 ms
[2020-11-22 05:21:28	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0310965 | val_loss: 0.0312249 | Time: 1888.22 ms
[2020-11-22 05:21:30	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0310923 | val_loss: 0.0312315 | Time: 1902.48 ms
[2020-11-22 05:21:32	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0310799 | val_loss: 0.0312455 | Time: 1886.78 ms
[2020-11-22 05:21:34	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0310777 | val_loss: 0.0312346 | Time: 1886.59 ms
[2020-11-22 05:21:36	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0310792 | val_loss: 0.0312632 | Time: 1905.2 ms
[2020-11-22 05:21:38	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0310742 | val_loss: 0.0312288 | Time: 1886.45 ms
[2020-11-22 05:21:40	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0310756 | val_loss: 0.0312368 | Time: 1879.75 ms
[2020-11-22 05:21:42	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0310742 | val_loss: 0.0312313 | Time: 1884.73 ms
[2020-11-22 05:21:44	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0310672 | val_loss: 0.0312501 | Time: 1880.36 ms
[2020-11-22 05:21:46	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0310769 | val_loss: 0.031223 | Time: 1886.85 ms
[2020-11-22 05:21:47	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0310796 | val_loss: 0.0312385 | Time: 1887.75 ms
[2020-11-22 05:21:49	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0310753 | val_loss: 0.0312243 | Time: 1888.48 ms
[2020-11-22 05:21:51	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0310763 | val_loss: 0.0312467 | Time: 1889.37 ms
[2020-11-22 05:21:53	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0310721 | val_loss: 0.031237 | Time: 1874.11 ms
[2020-11-22 05:21:55	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0310709 | val_loss: 0.0312575 | Time: 1884.79 ms
[2020-11-22 05:21:57	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0310711 | val_loss: 0.0312411 | Time: 1863 ms
[2020-11-22 05:21:59	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0310743 | val_loss: 0.0312431 | Time: 1871.44 ms
[2020-11-22 05:22:01	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0310768 | val_loss: 0.0312344 | Time: 1894.65 ms
[2020-11-22 05:22:03	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0310726 | val_loss: 0.0312415 | Time: 1890.39 ms
[2020-11-22 05:22:04	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0310686 | val_loss: 0.0312393 | Time: 1897.94 ms
[2020-11-22 05:22:06	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0310742 | val_loss: 0.0312387 | Time: 1877.68 ms
[2020-11-22 05:22:08	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0310674 | val_loss: 0.0312479 | Time: 1902.79 ms
[2020-11-22 05:22:10	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0310737 | val_loss: 0.031242 | Time: 1877.92 ms
[2020-11-22 05:22:12	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0310712 | val_loss: 0.0312514 | Time: 1882.15 ms
[2020-11-22 05:22:14	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0310675 | val_loss: 0.0312238 | Time: 1864.12 ms
[2020-11-22 05:22:16	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0310757 | val_loss: 0.0312337 | Time: 1891.87 ms
[2020-11-22 05:22:18	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0310802 | val_loss: 0.0312571 | Time: 1880.85 ms
[2020-11-22 05:22:20	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0310699 | val_loss: 0.0312468 | Time: 1860.03 ms
[2020-11-22 05:22:21	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0310652 | val_loss: 0.0312438 | Time: 1875.47 ms
[2020-11-22 05:22:23	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0310637 | val_loss: 0.0312489 | Time: 1888.46 ms
[2020-11-22 05:22:25	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0310713 | val_loss: 0.0312353 | Time: 1908.28 ms
[2020-11-22 05:22:27	                main:574]	:	INFO	:	Epoch 639 | loss: 0.031075 | val_loss: 0.0312354 | Time: 1887.86 ms
[2020-11-22 05:22:29	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0310942 | val_loss: 0.0312105 | Time: 1885.68 ms
[2020-11-22 05:22:31	                main:574]	:	INFO	:	Epoch 641 | loss: 0.031121 | val_loss: 0.0312301 | Time: 1883.91 ms
[2020-11-22 05:22:33	                main:574]	:	INFO	:	Epoch 642 | loss: 0.031101 | val_loss: 0.0312295 | Time: 1882.46 ms
[2020-11-22 05:22:35	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0310923 | val_loss: 0.0312191 | Time: 1879.2 ms
[2020-11-22 05:22:37	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0310932 | val_loss: 0.0312191 | Time: 1886.38 ms
[2020-11-22 05:22:38	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0310856 | val_loss: 0.0312349 | Time: 1870.3 ms
[2020-11-22 05:22:40	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0310784 | val_loss: 0.0312426 | Time: 1881.37 ms
[2020-11-22 05:22:42	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0310764 | val_loss: 0.0312337 | Time: 1898.55 ms
[2020-11-22 05:22:44	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0310744 | val_loss: 0.0312377 | Time: 1894.77 ms
[2020-11-22 05:22:46	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0310682 | val_loss: 0.031248 | Time: 1869.59 ms
[2020-11-22 05:22:48	                main:574]	:	INFO	:	Epoch 650 | loss: 0.031077 | val_loss: 0.0312507 | Time: 1880.18 ms
[2020-11-22 05:22:50	                main:574]	:	INFO	:	Epoch 651 | loss: 0.031093 | val_loss: 0.0312365 | Time: 1888.06 ms
[2020-11-22 05:22:52	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0310784 | val_loss: 0.0312466 | Time: 1875.28 ms
[2020-11-22 05:22:54	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0310691 | val_loss: 0.0312406 | Time: 1876.8 ms
[2020-11-22 05:22:55	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0310704 | val_loss: 0.031232 | Time: 1872.91 ms
[2020-11-22 05:22:57	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0310765 | val_loss: 0.0312457 | Time: 1890.09 ms
[2020-11-22 05:22:59	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0310973 | val_loss: 0.0312435 | Time: 1872.23 ms
[2020-11-22 05:23:01	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0310975 | val_loss: 0.0312437 | Time: 1885.42 ms
[2020-11-22 05:23:03	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0310788 | val_loss: 0.0312406 | Time: 1884.83 ms
[2020-11-22 05:23:05	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0310732 | val_loss: 0.0312432 | Time: 1884.38 ms
[2020-11-22 05:23:07	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0310748 | val_loss: 0.0312477 | Time: 1892.09 ms
[2020-11-22 05:23:09	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0310715 | val_loss: 0.031247 | Time: 1874.13 ms
[2020-11-22 05:23:11	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0310699 | val_loss: 0.031245 | Time: 1886.69 ms
[2020-11-22 05:23:12	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0310757 | val_loss: 0.0312423 | Time: 1874.4 ms
[2020-11-22 05:23:14	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0310717 | val_loss: 0.0312495 | Time: 1880.18 ms
[2020-11-22 05:23:16	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0310754 | val_loss: 0.0312332 | Time: 1878.04 ms
[2020-11-22 05:23:18	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0310829 | val_loss: 0.0312388 | Time: 1876.25 ms
[2020-11-22 05:23:20	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0310912 | val_loss: 0.0312428 | Time: 1882.16 ms
[2020-11-22 05:23:22	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0310922 | val_loss: 0.0312214 | Time: 1878.28 ms
[2020-11-22 05:23:24	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0310805 | val_loss: 0.0312383 | Time: 1886.36 ms
[2020-11-22 05:23:26	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0310763 | val_loss: 0.0312357 | Time: 1894 ms
[2020-11-22 05:23:28	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0310778 | val_loss: 0.0312268 | Time: 1909.04 ms
[2020-11-22 05:23:30	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0310773 | val_loss: 0.0312498 | Time: 1896.41 ms
[2020-11-22 05:23:31	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0310725 | val_loss: 0.0312555 | Time: 1888.68 ms
[2020-11-22 05:23:33	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0310849 | val_loss: 0.0312301 | Time: 1872.85 ms
[2020-11-22 05:23:35	                main:574]	:	INFO	:	Epoch 675 | loss: 0.031078 | val_loss: 0.0312349 | Time: 1870.68 ms
[2020-11-22 05:23:37	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0310754 | val_loss: 0.031242 | Time: 1866.76 ms
[2020-11-22 05:23:39	                main:574]	:	INFO	:	Epoch 677 | loss: 0.031067 | val_loss: 0.031246 | Time: 1877.15 ms
[2020-11-22 05:23:41	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0310746 | val_loss: 0.0312408 | Time: 1886.23 ms
[2020-11-22 05:23:43	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0310798 | val_loss: 0.0312442 | Time: 1885.39 ms
[2020-11-22 05:23:45	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0310717 | val_loss: 0.0312489 | Time: 1897.29 ms
[2020-11-22 05:23:47	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0310664 | val_loss: 0.0312439 | Time: 1898.73 ms
[2020-11-22 05:23:48	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0310739 | val_loss: 0.0312511 | Time: 1883.91 ms
[2020-11-22 05:23:50	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0310718 | val_loss: 0.0312447 | Time: 1880.31 ms
[2020-11-22 05:23:52	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0310733 | val_loss: 0.0312595 | Time: 1892.93 ms
[2020-11-22 05:23:54	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0310739 | val_loss: 0.0312473 | Time: 1869.36 ms
[2020-11-22 05:23:56	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0310682 | val_loss: 0.031242 | Time: 1877.81 ms
[2020-11-22 05:23:58	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0310733 | val_loss: 0.0312427 | Time: 1874.32 ms
[2020-11-22 05:24:00	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0310673 | val_loss: 0.0312615 | Time: 1876.89 ms
[2020-11-22 05:24:02	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0310709 | val_loss: 0.0312314 | Time: 1863.37 ms
[2020-11-22 05:24:03	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0311222 | val_loss: 0.0312063 | Time: 1861.92 ms
[2020-11-22 05:24:05	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0311182 | val_loss: 0.0312391 | Time: 1887.8 ms
[2020-11-22 05:24:07	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0311036 | val_loss: 0.031229 | Time: 1889.17 ms
[2020-11-22 05:24:09	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0310995 | val_loss: 0.0312155 | Time: 1898.42 ms
[2020-11-22 05:24:11	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0310894 | val_loss: 0.0312302 | Time: 1887.75 ms
[2020-11-22 05:24:13	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0310934 | val_loss: 0.0312422 | Time: 1892.06 ms
[2020-11-22 05:24:15	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0310805 | val_loss: 0.03125 | Time: 1877.08 ms
[2020-11-22 05:24:17	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0310771 | val_loss: 0.031242 | Time: 1895.09 ms
[2020-11-22 05:24:19	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0310738 | val_loss: 0.0312441 | Time: 1862.12 ms
[2020-11-22 05:24:21	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0310744 | val_loss: 0.0312431 | Time: 1873.83 ms
[2020-11-22 05:24:22	                main:574]	:	INFO	:	Epoch 700 | loss: 0.031073 | val_loss: 0.0312539 | Time: 1876.09 ms
[2020-11-22 05:24:24	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0310734 | val_loss: 0.0312353 | Time: 1886.54 ms
[2020-11-22 05:24:26	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0310753 | val_loss: 0.0312329 | Time: 1894.23 ms
[2020-11-22 05:24:28	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0310915 | val_loss: 0.0312316 | Time: 1888.14 ms
[2020-11-22 05:24:30	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0311026 | val_loss: 0.0312459 | Time: 1887.03 ms
[2020-11-22 05:24:32	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0310894 | val_loss: 0.0312354 | Time: 1880.37 ms
[2020-11-22 05:24:34	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0311124 | val_loss: 0.0312181 | Time: 1870.71 ms
[2020-11-22 05:24:36	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0311078 | val_loss: 0.0312406 | Time: 1865.02 ms
[2020-11-22 05:24:38	                main:574]	:	INFO	:	Epoch 708 | loss: 0.03109 | val_loss: 0.0312313 | Time: 1876.49 ms
[2020-11-22 05:24:39	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0310811 | val_loss: 0.0312381 | Time: 1894.34 ms
[2020-11-22 05:24:41	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0310763 | val_loss: 0.0312225 | Time: 1882.93 ms
[2020-11-22 05:24:43	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0310802 | val_loss: 0.0312497 | Time: 1898.38 ms
[2020-11-22 05:24:45	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0310858 | val_loss: 0.0312353 | Time: 1873.12 ms
[2020-11-22 05:24:47	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0310724 | val_loss: 0.0312382 | Time: 1871.83 ms
[2020-11-22 05:24:49	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0310756 | val_loss: 0.0312481 | Time: 1881.38 ms
[2020-11-22 05:24:51	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0311723 | val_loss: 0.0312027 | Time: 1886.62 ms
[2020-11-22 05:24:53	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0311898 | val_loss: 0.0311956 | Time: 1895.48 ms
[2020-11-22 05:24:55	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0311771 | val_loss: 0.031192 | Time: 1882.84 ms
[2020-11-22 05:24:56	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0311716 | val_loss: 0.0311976 | Time: 1866.98 ms
[2020-11-22 05:24:58	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0311693 | val_loss: 0.0311951 | Time: 1867.03 ms
[2020-11-22 05:25:00	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0311649 | val_loss: 0.0311905 | Time: 1906.49 ms
[2020-11-22 05:25:02	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0311612 | val_loss: 0.0311984 | Time: 1881.73 ms
[2020-11-22 05:25:04	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0311569 | val_loss: 0.0311985 | Time: 1880.53 ms
[2020-11-22 05:25:06	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0311529 | val_loss: 0.0311976 | Time: 1880.74 ms
[2020-11-22 05:25:08	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0311508 | val_loss: 0.0311953 | Time: 1891.74 ms
[2020-11-22 05:25:10	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0311501 | val_loss: 0.0311997 | Time: 1897.59 ms
[2020-11-22 05:25:12	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0311488 | val_loss: 0.0311964 | Time: 1883.25 ms
[2020-11-22 05:25:13	                main:574]	:	INFO	:	Epoch 727 | loss: 0.031146 | val_loss: 0.0312029 | Time: 1876.88 ms
[2020-11-22 05:25:15	                main:574]	:	INFO	:	Epoch 728 | loss: 0.031145 | val_loss: 0.0312009 | Time: 1878.74 ms
[2020-11-22 05:25:17	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0311443 | val_loss: 0.0312089 | Time: 1901.87 ms
[2020-11-22 05:25:19	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0311434 | val_loss: 0.0312042 | Time: 1882.1 ms
[2020-11-22 05:25:21	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0311429 | val_loss: 0.0312067 | Time: 1896.02 ms
[2020-11-22 05:25:23	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0311416 | val_loss: 0.0312006 | Time: 1891.03 ms
[2020-11-22 05:25:25	                main:574]	:	INFO	:	Epoch 733 | loss: 0.03114 | val_loss: 0.0311994 | Time: 1875.29 ms
[2020-11-22 05:25:27	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0311404 | val_loss: 0.0312023 | Time: 1876.09 ms
[2020-11-22 05:25:29	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0311361 | val_loss: 0.0312082 | Time: 1909.43 ms
[2020-11-22 05:25:31	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0311349 | val_loss: 0.0312083 | Time: 1882.13 ms
[2020-11-22 05:25:32	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0311352 | val_loss: 0.0312052 | Time: 1867.98 ms
[2020-11-22 05:25:34	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0311329 | val_loss: 0.0312161 | Time: 1886.95 ms
[2020-11-22 05:25:36	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0311319 | val_loss: 0.0312079 | Time: 1850.6 ms
[2020-11-22 05:25:38	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0311327 | val_loss: 0.0312095 | Time: 1868.84 ms
[2020-11-22 05:25:40	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0311346 | val_loss: 0.0312065 | Time: 1875.9 ms
[2020-11-22 05:25:42	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0311338 | val_loss: 0.0312131 | Time: 1884.73 ms
[2020-11-22 05:25:44	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0311324 | val_loss: 0.0312133 | Time: 1876.88 ms
[2020-11-22 05:25:46	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0311309 | val_loss: 0.0312116 | Time: 1873.62 ms
[2020-11-22 05:25:47	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0311273 | val_loss: 0.0312093 | Time: 1916.63 ms
[2020-11-22 05:25:49	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0311293 | val_loss: 0.0312211 | Time: 1899.36 ms
[2020-11-22 05:25:51	                main:574]	:	INFO	:	Epoch 747 | loss: 0.0311265 | val_loss: 0.0312165 | Time: 1883.58 ms
[2020-11-22 05:25:53	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0311297 | val_loss: 0.0312088 | Time: 1866.43 ms
[2020-11-22 05:25:55	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0311283 | val_loss: 0.0312222 | Time: 1847.81 ms
[2020-11-22 05:25:57	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0311268 | val_loss: 0.0312073 | Time: 1849.1 ms
[2020-11-22 05:25:59	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0311273 | val_loss: 0.0312254 | Time: 1900.32 ms
[2020-11-22 05:26:01	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0311301 | val_loss: 0.0312162 | Time: 1899.83 ms
[2020-11-22 05:26:03	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0311311 | val_loss: 0.0312094 | Time: 1895.11 ms
[2020-11-22 05:26:04	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0311263 | val_loss: 0.0312087 | Time: 1880.14 ms
[2020-11-22 05:26:06	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0311263 | val_loss: 0.0312084 | Time: 1868.27 ms
[2020-11-22 05:26:08	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0311271 | val_loss: 0.031211 | Time: 1907.42 ms
[2020-11-22 05:26:10	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0311247 | val_loss: 0.0312245 | Time: 1866.5 ms
[2020-11-22 05:26:12	                main:574]	:	INFO	:	Epoch 758 | loss: 0.031126 | val_loss: 0.0312174 | Time: 1897.45 ms
[2020-11-22 05:26:14	                main:574]	:	INFO	:	Epoch 759 | loss: 0.031123 | val_loss: 0.0312168 | Time: 1894.18 ms
[2020-11-22 05:26:16	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0311317 | val_loss: 0.0312129 | Time: 1847.58 ms
[2020-11-22 05:26:18	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0311269 | val_loss: 0.0312082 | Time: 1819.09 ms
[2020-11-22 05:26:20	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0311248 | val_loss: 0.0312094 | Time: 1880.25 ms
[2020-11-22 05:26:21	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0311257 | val_loss: 0.0312196 | Time: 1880.68 ms
[2020-11-22 05:26:23	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0311296 | val_loss: 0.031216 | Time: 1896.38 ms
[2020-11-22 05:26:25	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0311269 | val_loss: 0.0312404 | Time: 1887.47 ms
[2020-11-22 05:26:27	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0311235 | val_loss: 0.0312138 | Time: 1898.91 ms
[2020-11-22 05:26:29	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0311293 | val_loss: 0.0312228 | Time: 1891.47 ms
[2020-11-22 05:26:31	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0311255 | val_loss: 0.0312169 | Time: 1875.28 ms
[2020-11-22 05:26:33	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0311191 | val_loss: 0.0312333 | Time: 1868.95 ms
[2020-11-22 05:26:35	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0311193 | val_loss: 0.0312193 | Time: 1852.86 ms
[2020-11-22 05:26:36	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0311187 | val_loss: 0.0312225 | Time: 1861.12 ms
[2020-11-22 05:26:38	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0311197 | val_loss: 0.0312186 | Time: 1870.61 ms
[2020-11-22 05:26:40	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0311343 | val_loss: 0.0312109 | Time: 1878.33 ms
[2020-11-22 05:26:42	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0311352 | val_loss: 0.0312173 | Time: 1877.04 ms
[2020-11-22 05:26:44	                main:574]	:	INFO	:	Epoch 775 | loss: 0.031126 | val_loss: 0.0312206 | Time: 1889.1 ms
[2020-11-22 05:26:46	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0311198 | val_loss: 0.0312262 | Time: 1881.69 ms
[2020-11-22 05:26:48	                main:574]	:	INFO	:	Epoch 777 | loss: 0.031118 | val_loss: 0.0312096 | Time: 1883.5 ms
[2020-11-22 05:26:50	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0311228 | val_loss: 0.0312214 | Time: 1882.91 ms
[2020-11-22 05:26:52	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0311387 | val_loss: 0.0312128 | Time: 1884.06 ms
[2020-11-22 05:26:53	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0311386 | val_loss: 0.0312021 | Time: 1860.33 ms
[2020-11-22 05:26:55	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0311303 | val_loss: 0.0312081 | Time: 1900.6 ms
[2020-11-22 05:26:57	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0311256 | val_loss: 0.0312141 | Time: 1874.44 ms
[2020-11-22 05:26:59	                main:574]	:	INFO	:	Epoch 783 | loss: 0.03112 | val_loss: 0.0312194 | Time: 1880.33 ms
[2020-11-22 05:27:01	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0311227 | val_loss: 0.0312226 | Time: 1880.03 ms
[2020-11-22 05:27:03	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0311193 | val_loss: 0.0312176 | Time: 1872.75 ms
[2020-11-22 05:27:05	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0311167 | val_loss: 0.0312105 | Time: 1862 ms
[2020-11-22 05:27:07	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0311144 | val_loss: 0.0312293 | Time: 1886.63 ms
[2020-11-22 05:27:09	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0311201 | val_loss: 0.0312188 | Time: 1891.21 ms
[2020-11-22 05:27:10	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0311184 | val_loss: 0.0312202 | Time: 1908.79 ms
[2020-11-22 05:27:12	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0311145 | val_loss: 0.0312431 | Time: 1881.62 ms
[2020-11-22 05:27:14	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0311154 | val_loss: 0.0312178 | Time: 1865.78 ms
[2020-11-22 05:27:16	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0311122 | val_loss: 0.0312327 | Time: 1869.4 ms
[2020-11-22 05:27:18	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0311147 | val_loss: 0.0312217 | Time: 1869.18 ms
[2020-11-22 05:27:20	                main:574]	:	INFO	:	Epoch 794 | loss: 0.031116 | val_loss: 0.0312116 | Time: 1877.5 ms
[2020-11-22 05:27:22	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0311116 | val_loss: 0.0312327 | Time: 1868.68 ms
[2020-11-22 05:27:24	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0311085 | val_loss: 0.0312216 | Time: 1890.08 ms
[2020-11-22 05:27:26	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0311101 | val_loss: 0.0312152 | Time: 1904.97 ms
[2020-11-22 05:27:27	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0311146 | val_loss: 0.0312295 | Time: 1900.46 ms
[2020-11-22 05:27:29	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0311606 | val_loss: 0.0312058 | Time: 1875.98 ms
[2020-11-22 05:27:31	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0311661 | val_loss: 0.0312012 | Time: 1878.84 ms
[2020-11-22 05:27:33	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0311576 | val_loss: 0.0312075 | Time: 1876.89 ms
[2020-11-22 05:27:35	                main:574]	:	INFO	:	Epoch 802 | loss: 0.0311486 | val_loss: 0.0312088 | Time: 1878.03 ms
[2020-11-22 05:27:37	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0311414 | val_loss: 0.0312196 | Time: 1879.15 ms
[2020-11-22 05:27:39	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0311322 | val_loss: 0.0312086 | Time: 1862.05 ms
[2020-11-22 05:27:41	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0311282 | val_loss: 0.0312158 | Time: 1873.07 ms
[2020-11-22 05:27:43	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0311253 | val_loss: 0.0312208 | Time: 1893.03 ms
[2020-11-22 05:27:44	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0311218 | val_loss: 0.0312184 | Time: 1847.03 ms
[2020-11-22 05:27:46	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0311219 | val_loss: 0.0312128 | Time: 1893.01 ms
[2020-11-22 05:27:48	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0311212 | val_loss: 0.0312241 | Time: 1917.87 ms
[2020-11-22 05:27:50	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0311152 | val_loss: 0.0312264 | Time: 1886 ms
[2020-11-22 05:27:52	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0311135 | val_loss: 0.0312188 | Time: 1880.85 ms
[2020-11-22 05:27:54	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0311129 | val_loss: 0.0312138 | Time: 1877.9 ms
[2020-11-22 05:27:56	                main:574]	:	INFO	:	Epoch 813 | loss: 0.0311236 | val_loss: 0.0312169 | Time: 1855 ms
[2020-11-22 05:27:58	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0311343 | val_loss: 0.0312168 | Time: 1858.55 ms
[2020-11-22 05:28:00	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0311266 | val_loss: 0.0312178 | Time: 1880.76 ms
[2020-11-22 05:28:01	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0311166 | val_loss: 0.0312268 | Time: 1884.37 ms
[2020-11-22 05:28:03	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0311161 | val_loss: 0.0312287 | Time: 1907.22 ms
[2020-11-22 05:28:05	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0311097 | val_loss: 0.031218 | Time: 1868.81 ms
[2020-11-22 05:28:07	                main:574]	:	INFO	:	Epoch 819 | loss: 0.031108 | val_loss: 0.031225 | Time: 1837.68 ms
[2020-11-22 05:28:09	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0311081 | val_loss: 0.031232 | Time: 1895.8 ms
[2020-11-22 05:28:11	                main:574]	:	INFO	:	Epoch 821 | loss: 0.031109 | val_loss: 0.0312228 | Time: 1897.06 ms
[2020-11-22 05:28:13	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0311115 | val_loss: 0.0312249 | Time: 1889.91 ms
[2020-11-22 05:28:15	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0311157 | val_loss: 0.0312275 | Time: 1882.04 ms
[2020-11-22 05:28:16	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0311096 | val_loss: 0.0312371 | Time: 1866.34 ms
[2020-11-22 05:28:18	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0311109 | val_loss: 0.0312234 | Time: 1853.95 ms
[2020-11-22 05:28:20	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0311062 | val_loss: 0.0312295 | Time: 1851.95 ms
[2020-11-22 05:28:22	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0311087 | val_loss: 0.0312232 | Time: 1894.7 ms
[2020-11-22 05:28:24	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0311057 | val_loss: 0.0312335 | Time: 1892.66 ms
[2020-11-22 05:28:26	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0311089 | val_loss: 0.0312211 | Time: 1909.25 ms
[2020-11-22 05:28:28	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0311101 | val_loss: 0.0312215 | Time: 1896.64 ms
[2020-11-22 05:28:30	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0311142 | val_loss: 0.0312204 | Time: 1897.66 ms
[2020-11-22 05:28:32	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0311111 | val_loss: 0.0312361 | Time: 1888.14 ms
[2020-11-22 05:28:33	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0311141 | val_loss: 0.0312213 | Time: 1855.51 ms
[2020-11-22 05:28:35	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0311092 | val_loss: 0.0312245 | Time: 1880.41 ms
[2020-11-22 05:28:37	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0311062 | val_loss: 0.0312199 | Time: 1843.33 ms
[2020-11-22 05:28:39	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0311086 | val_loss: 0.0312194 | Time: 1871.52 ms
[2020-11-22 05:28:41	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0311089 | val_loss: 0.0312196 | Time: 1872.38 ms
[2020-11-22 05:28:43	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0311095 | val_loss: 0.0312186 | Time: 1883.2 ms
[2020-11-22 05:28:45	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0311057 | val_loss: 0.0312394 | Time: 1881.31 ms
[2020-11-22 05:28:47	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0311013 | val_loss: 0.0312465 | Time: 1890.84 ms
[2020-11-22 05:28:49	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0311042 | val_loss: 0.0312267 | Time: 1840.84 ms
[2020-11-22 05:28:50	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0311021 | val_loss: 0.0312348 | Time: 1874.5 ms
[2020-11-22 05:28:52	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0311078 | val_loss: 0.03124 | Time: 1898.2 ms
[2020-11-22 05:28:54	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0311123 | val_loss: 0.0312255 | Time: 1901.58 ms
[2020-11-22 05:28:56	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0311152 | val_loss: 0.031225 | Time: 1886.58 ms
[2020-11-22 05:28:58	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0312213 | val_loss: 0.0312486 | Time: 1872.05 ms
[2020-11-22 05:29:00	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0373795 | val_loss: 0.0409754 | Time: 1874.35 ms
[2020-11-22 05:29:02	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0337289 | val_loss: 0.031633 | Time: 1872.66 ms
[2020-11-22 05:29:04	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0315266 | val_loss: 0.0313512 | Time: 1852.89 ms
[2020-11-22 05:29:05	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0312874 | val_loss: 0.0312495 | Time: 1877.99 ms
[2020-11-22 05:29:07	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0312487 | val_loss: 0.0312439 | Time: 1876.41 ms
[2020-11-22 05:29:09	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0312427 | val_loss: 0.0312406 | Time: 1891.21 ms
[2020-11-22 05:29:11	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0312396 | val_loss: 0.0312383 | Time: 1885.28 ms
[2020-11-22 05:29:13	                main:574]	:	INFO	:	Epoch 854 | loss: 0.031237 | val_loss: 0.0312361 | Time: 1898.44 ms
[2020-11-22 05:29:15	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 1894.29 ms
[2020-11-22 05:29:17	                main:574]	:	INFO	:	Epoch 856 | loss: 0.031233 | val_loss: 0.0312315 | Time: 1876.05 ms
[2020-11-22 05:29:19	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0312309 | val_loss: 0.0312295 | Time: 1864.16 ms
[2020-11-22 05:29:21	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0312279 | val_loss: 0.0312267 | Time: 1859.03 ms
[2020-11-22 05:29:22	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0312259 | val_loss: 0.0312241 | Time: 1861.43 ms
[2020-11-22 05:29:24	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0312233 | val_loss: 0.0312217 | Time: 1865.23 ms
[2020-11-22 05:29:26	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0312214 | val_loss: 0.0312218 | Time: 1862.62 ms
[2020-11-22 05:29:28	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0312206 | val_loss: 0.0312196 | Time: 1891.95 ms
[2020-11-22 05:29:30	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0312188 | val_loss: 0.0312166 | Time: 1903 ms
[2020-11-22 05:29:32	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0312168 | val_loss: 0.0312138 | Time: 1907.98 ms
[2020-11-22 05:29:34	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0312152 | val_loss: 0.031212 | Time: 1896.21 ms
[2020-11-22 05:29:36	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0312142 | val_loss: 0.0312109 | Time: 1870.35 ms
[2020-11-22 05:29:38	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1880.29 ms
[2020-11-22 05:29:39	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0312111 | val_loss: 0.0312083 | Time: 1866.64 ms
[2020-11-22 05:29:41	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0312094 | val_loss: 0.0312065 | Time: 1849.86 ms
[2020-11-22 05:29:43	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0312086 | val_loss: 0.0312052 | Time: 1851.25 ms
[2020-11-22 05:29:45	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0312087 | val_loss: 0.0312066 | Time: 1882.66 ms
[2020-11-22 05:29:47	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0312073 | val_loss: 0.0312038 | Time: 1883.37 ms
[2020-11-22 05:29:49	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0312066 | val_loss: 0.0312035 | Time: 1884.86 ms
[2020-11-22 05:29:51	                main:574]	:	INFO	:	Epoch 874 | loss: 0.031208 | val_loss: 0.0312045 | Time: 1880.32 ms
[2020-11-22 05:29:53	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 1904.89 ms
[2020-11-22 05:29:55	                main:574]	:	INFO	:	Epoch 876 | loss: 0.0312034 | val_loss: 0.0312007 | Time: 1891.63 ms
[2020-11-22 05:29:56	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0312022 | val_loss: 0.0312022 | Time: 1900.83 ms
[2020-11-22 05:29:58	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0312021 | val_loss: 0.0311991 | Time: 1884.15 ms
[2020-11-22 05:30:00	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 1876.52 ms
[2020-11-22 05:30:02	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0312002 | val_loss: 0.031199 | Time: 1860.12 ms
[2020-11-22 05:30:04	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0311989 | val_loss: 0.0311983 | Time: 1858.43 ms
[2020-11-22 05:30:06	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0311993 | val_loss: 0.0311966 | Time: 1874.53 ms
[2020-11-22 05:30:08	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0311981 | val_loss: 0.0311957 | Time: 1880.07 ms
[2020-11-22 05:30:10	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0311963 | val_loss: 0.0311947 | Time: 1896.52 ms
[2020-11-22 05:30:12	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0311963 | val_loss: 0.0311947 | Time: 1877.64 ms
[2020-11-22 05:30:13	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 1884.54 ms
[2020-11-22 05:30:15	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0311982 | val_loss: 0.0311937 | Time: 1868.67 ms
[2020-11-22 05:30:17	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 1888.45 ms
[2020-11-22 05:30:19	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 1880.85 ms
[2020-11-22 05:30:21	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0311929 | val_loss: 0.0311915 | Time: 1871.53 ms
[2020-11-22 05:30:23	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 1889.91 ms
[2020-11-22 05:30:25	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 1882.01 ms
[2020-11-22 05:30:27	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0311923 | val_loss: 0.0311912 | Time: 1891.99 ms
[2020-11-22 05:30:29	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 1894.06 ms
[2020-11-22 05:30:30	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0311912 | val_loss: 0.0311897 | Time: 1896.23 ms
[2020-11-22 05:30:32	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0311902 | val_loss: 0.0311889 | Time: 1903.95 ms
[2020-11-22 05:30:34	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0311916 | val_loss: 0.0311902 | Time: 1850.43 ms
[2020-11-22 05:30:36	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0311909 | val_loss: 0.031189 | Time: 1875.35 ms
[2020-11-22 05:30:38	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 1863.67 ms
[2020-11-22 05:30:40	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 1892.93 ms
[2020-11-22 05:30:42	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0311882 | val_loss: 0.0311874 | Time: 1884.82 ms
[2020-11-22 05:30:44	                main:574]	:	INFO	:	Epoch 902 | loss: 0.031188 | val_loss: 0.0311878 | Time: 1882.67 ms
[2020-11-22 05:30:46	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0311919 | val_loss: 0.0311881 | Time: 1889.65 ms
[2020-11-22 05:30:47	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 1894.32 ms
[2020-11-22 05:30:49	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0311881 | val_loss: 0.0311861 | Time: 1863.5 ms
[2020-11-22 05:30:51	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 1865.32 ms
[2020-11-22 05:30:53	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0311861 | val_loss: 0.031186 | Time: 1863.57 ms
[2020-11-22 05:30:55	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 1866.32 ms
[2020-11-22 05:30:57	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0311867 | val_loss: 0.0311902 | Time: 1870.89 ms
[2020-11-22 05:30:59	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 1897.38 ms
[2020-11-22 05:31:01	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0311861 | val_loss: 0.031186 | Time: 1885.56 ms
[2020-11-22 05:31:02	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0311855 | val_loss: 0.0311853 | Time: 1879.92 ms
[2020-11-22 05:31:04	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 1886.42 ms
[2020-11-22 05:31:06	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 1878.2 ms
[2020-11-22 05:31:08	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1887.86 ms
[2020-11-22 05:31:10	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 1868.61 ms
[2020-11-22 05:31:12	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 1851.87 ms
[2020-11-22 05:31:14	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0311845 | val_loss: 0.0311835 | Time: 1868.9 ms
[2020-11-22 05:31:16	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311837 | val_loss: 0.031184 | Time: 1881.16 ms
[2020-11-22 05:31:18	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 1876.06 ms
[2020-11-22 05:31:19	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0311836 | val_loss: 0.0311856 | Time: 1893.52 ms
[2020-11-22 05:31:21	                main:574]	:	INFO	:	Epoch 922 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1899.49 ms
[2020-11-22 05:31:23	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 1902.94 ms
[2020-11-22 05:31:25	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 1892.68 ms
[2020-11-22 05:31:27	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 1881.23 ms
[2020-11-22 05:31:29	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 1873.68 ms
[2020-11-22 05:31:31	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 1855.7 ms
[2020-11-22 05:31:33	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 1879.38 ms
[2020-11-22 05:31:35	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 1864.78 ms
[2020-11-22 05:31:36	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 1880.72 ms
[2020-11-22 05:31:38	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0311818 | val_loss: 0.0311852 | Time: 1894.73 ms
[2020-11-22 05:31:40	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0311819 | val_loss: 0.0311842 | Time: 1897.53 ms
[2020-11-22 05:31:42	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 1882.17 ms
[2020-11-22 05:31:44	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0311808 | val_loss: 0.031182 | Time: 1902.13 ms
[2020-11-22 05:31:46	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 1880.68 ms
[2020-11-22 05:31:48	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0311829 | val_loss: 0.0311848 | Time: 1858.23 ms
[2020-11-22 05:31:50	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 1861.63 ms
[2020-11-22 05:31:52	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 1881.33 ms
[2020-11-22 05:31:53	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 1889.77 ms
[2020-11-22 05:31:55	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 1911.06 ms
[2020-11-22 05:31:57	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311798 | val_loss: 0.0311846 | Time: 1891.73 ms
[2020-11-22 05:31:59	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 1890.89 ms
[2020-11-22 05:32:01	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 1866.54 ms
[2020-11-22 05:32:03	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 1876.55 ms
[2020-11-22 05:32:05	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 1883.07 ms
[2020-11-22 05:32:07	                main:574]	:	INFO	:	Epoch 946 | loss: 0.03118 | val_loss: 0.0311842 | Time: 1882.91 ms
[2020-11-22 05:32:09	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311803 | val_loss: 0.0311795 | Time: 1891.93 ms
[2020-11-22 05:32:11	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 1880.38 ms
[2020-11-22 05:32:12	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311806 | val_loss: 0.0311884 | Time: 1850.47 ms
[2020-11-22 05:32:14	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 1863.66 ms
[2020-11-22 05:32:16	                main:574]	:	INFO	:	Epoch 951 | loss: 0.031182 | val_loss: 0.0311806 | Time: 1883.78 ms
[2020-11-22 05:32:18	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 1890.81 ms
[2020-11-22 05:32:20	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 1893.92 ms
[2020-11-22 05:32:22	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1877.78 ms
[2020-11-22 05:32:24	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 1903.06 ms
[2020-11-22 05:32:26	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 1888.47 ms
[2020-11-22 05:32:27	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 1833.32 ms
[2020-11-22 05:32:29	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 1869.92 ms
[2020-11-22 05:32:31	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0311765 | val_loss: 0.031181 | Time: 1873.92 ms
[2020-11-22 05:32:33	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 1866.69 ms
[2020-11-22 05:32:35	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0311766 | val_loss: 0.03118 | Time: 1878.66 ms
[2020-11-22 05:32:37	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 1893.13 ms
[2020-11-22 05:32:39	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1910.08 ms
[2020-11-22 05:32:41	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311751 | val_loss: 0.03118 | Time: 1890.61 ms
[2020-11-22 05:32:43	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 1868.97 ms
[2020-11-22 05:32:44	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311752 | val_loss: 0.0311793 | Time: 1886.38 ms
[2020-11-22 05:32:46	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 1886.96 ms
[2020-11-22 05:32:48	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1882.59 ms
[2020-11-22 05:32:50	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 1883.89 ms
[2020-11-22 05:32:52	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 1873 ms
[2020-11-22 05:32:54	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 1895.58 ms
[2020-11-22 05:32:56	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 1895.34 ms
[2020-11-22 05:32:58	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 1883.91 ms
[2020-11-22 05:33:00	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 1897.52 ms
[2020-11-22 05:33:01	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 1881.8 ms
[2020-11-22 05:33:03	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 1895.42 ms
[2020-11-22 05:33:05	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 1890.45 ms
[2020-11-22 05:33:07	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0311738 | val_loss: 0.031179 | Time: 1895.59 ms
[2020-11-22 05:33:09	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1865.45 ms
[2020-11-22 05:33:11	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 1857.21 ms
[2020-11-22 05:33:13	                main:574]	:	INFO	:	Epoch 981 | loss: 0.031175 | val_loss: 0.0311802 | Time: 1871.05 ms
[2020-11-22 05:33:15	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1876.54 ms
[2020-11-22 05:33:17	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1890.92 ms
[2020-11-22 05:33:18	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 1868.3 ms
[2020-11-22 05:33:20	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 1887.99 ms
[2020-11-22 05:33:22	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 1868.64 ms
[2020-11-22 05:33:24	                main:574]	:	INFO	:	Epoch 987 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1876.85 ms
[2020-11-22 05:33:26	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 1905.36 ms
[2020-11-22 05:33:28	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 1883.74 ms
[2020-11-22 05:33:30	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 1883.73 ms
[2020-11-22 05:33:32	                main:574]	:	INFO	:	Epoch 991 | loss: 0.031172 | val_loss: 0.0311796 | Time: 1861.15 ms
[2020-11-22 05:33:34	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 1876.87 ms
[2020-11-22 05:33:35	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1891.46 ms
[2020-11-22 05:33:37	                main:574]	:	INFO	:	Epoch 994 | loss: 0.031172 | val_loss: 0.0311789 | Time: 1873.4 ms
[2020-11-22 05:33:39	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 1888.21 ms
[2020-11-22 05:33:41	                main:574]	:	INFO	:	Epoch 996 | loss: 0.031172 | val_loss: 0.0311797 | Time: 1879.51 ms
[2020-11-22 05:33:43	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 1909.92 ms
[2020-11-22 05:33:45	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 1902.41 ms
[2020-11-22 05:33:47	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0311702 | val_loss: 0.0311817 | Time: 1897.68 ms
[2020-11-22 05:33:49	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.031175 | val_loss: 0.0311819 | Time: 1887.72 ms
[2020-11-22 05:33:51	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.031174 | val_loss: 0.0311792 | Time: 1866.72 ms
[2020-11-22 05:33:53	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 1870.87 ms
[2020-11-22 05:33:54	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0311709 | val_loss: 0.0311828 | Time: 1883.02 ms
[2020-11-22 05:33:56	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 1863.13 ms
[2020-11-22 05:33:58	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.031171 | val_loss: 0.0311807 | Time: 1862.99 ms
[2020-11-22 05:34:00	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 1896.78 ms
[2020-11-22 05:34:02	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 1882.14 ms
[2020-11-22 05:34:04	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 1904.92 ms
[2020-11-22 05:34:06	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 1894.79 ms
[2020-11-22 05:34:08	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0311703 | val_loss: 0.0311884 | Time: 1903.34 ms
[2020-11-22 05:34:10	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 1877.78 ms
[2020-11-22 05:34:11	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 1888.29 ms
[2020-11-22 05:34:13	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 1877.03 ms
[2020-11-22 05:34:15	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0311693 | val_loss: 0.031182 | Time: 1893.97 ms
[2020-11-22 05:34:17	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 1868.57 ms
[2020-11-22 05:34:19	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0311682 | val_loss: 0.0311856 | Time: 1867.87 ms
[2020-11-22 05:34:21	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 1866.81 ms
[2020-11-22 05:34:23	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0311696 | val_loss: 0.0311801 | Time: 1888.68 ms
[2020-11-22 05:34:25	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 1876.15 ms
[2020-11-22 05:34:27	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 1878.49 ms
[2020-11-22 05:34:28	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0311667 | val_loss: 0.0311806 | Time: 1902.08 ms
[2020-11-22 05:34:30	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 1890.47 ms
[2020-11-22 05:34:32	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0311663 | val_loss: 0.031179 | Time: 1896.41 ms
[2020-11-22 05:34:34	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 1876.52 ms
[2020-11-22 05:34:34	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311805
[2020-11-22 05:34:34	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 05:34:34	                main:608]	:	INFO	:	Success, exiting..
05:34:34 (40184): called boinc_finish(0)

</stderr_txt>
]]>


©2021 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)