Task 2959143

Name ParityModified-1605453804-26093-0_0
Workunit 1335758
Created 15 Nov 2020, 15:23:29 UTC
Sent 22 Nov 2020, 1:02:55 UTC
Report deadline 30 Nov 2020, 1:02:55 UTC
Received 22 Nov 2020, 2:06:29 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 31 min 58 sec
CPU time 31 min 42 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>
INFO	:	Epoch 514 | loss: 0.0310489 | val_loss: 0.0312138 | Time: 1846.77 ms
[2020-11-22 02:50:27	                main:574]	:	INFO	:	Epoch 515 | loss: 0.031054 | val_loss: 0.0312156 | Time: 1878.67 ms
[2020-11-22 02:50:28	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0310565 | val_loss: 0.031217 | Time: 1841.22 ms
[2020-11-22 02:50:30	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0310546 | val_loss: 0.0312076 | Time: 1865.03 ms
[2020-11-22 02:50:32	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0310526 | val_loss: 0.0312259 | Time: 1856.29 ms
[2020-11-22 02:50:34	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0310559 | val_loss: 0.0312393 | Time: 1871.15 ms
[2020-11-22 02:50:36	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0310529 | val_loss: 0.0312207 | Time: 1873.67 ms
[2020-11-22 02:50:38	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0310466 | val_loss: 0.0312091 | Time: 1863.55 ms
[2020-11-22 02:50:40	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0310473 | val_loss: 0.0312131 | Time: 1851.44 ms
[2020-11-22 02:50:42	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0310567 | val_loss: 0.0312083 | Time: 1855.34 ms
[2020-11-22 02:50:43	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0310566 | val_loss: 0.0312043 | Time: 1857.91 ms
[2020-11-22 02:50:45	                main:574]	:	INFO	:	Epoch 525 | loss: 0.031054 | val_loss: 0.0312086 | Time: 1853.58 ms
[2020-11-22 02:50:47	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0310491 | val_loss: 0.0312274 | Time: 1841.2 ms
[2020-11-22 02:50:49	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0310527 | val_loss: 0.0312178 | Time: 1855 ms
[2020-11-22 02:50:51	                main:574]	:	INFO	:	Epoch 528 | loss: 0.03106 | val_loss: 0.0312142 | Time: 1855.95 ms
[2020-11-22 02:50:53	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0310668 | val_loss: 0.0312228 | Time: 1881.74 ms
[2020-11-22 02:50:55	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0310625 | val_loss: 0.0312077 | Time: 1857.29 ms
[2020-11-22 02:50:56	                main:574]	:	INFO	:	Epoch 531 | loss: 0.031055 | val_loss: 0.0312107 | Time: 1863.39 ms
[2020-11-22 02:50:58	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0310453 | val_loss: 0.0312179 | Time: 1862.05 ms
[2020-11-22 02:51:00	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0310447 | val_loss: 0.0312192 | Time: 1859.53 ms
[2020-11-22 02:51:02	                main:574]	:	INFO	:	Epoch 534 | loss: 0.03105 | val_loss: 0.031236 | Time: 1840 ms
[2020-11-22 02:51:04	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0310506 | val_loss: 0.0312035 | Time: 1864.71 ms
[2020-11-22 02:51:06	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0310595 | val_loss: 0.0312221 | Time: 1856.07 ms
[2020-11-22 02:51:08	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0310601 | val_loss: 0.0312109 | Time: 1852.11 ms
[2020-11-22 02:51:09	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0310531 | val_loss: 0.0312197 | Time: 1853.89 ms
[2020-11-22 02:51:11	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0310518 | val_loss: 0.0312167 | Time: 1888.47 ms
[2020-11-22 02:51:13	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0310503 | val_loss: 0.0312232 | Time: 1859.81 ms
[2020-11-22 02:51:15	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0310577 | val_loss: 0.0312073 | Time: 1844.62 ms
[2020-11-22 02:51:17	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0310501 | val_loss: 0.0312099 | Time: 1851.78 ms
[2020-11-22 02:51:19	                main:574]	:	INFO	:	Epoch 543 | loss: 0.031054 | val_loss: 0.0312007 | Time: 1868.34 ms
[2020-11-22 02:51:21	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0310547 | val_loss: 0.0312286 | Time: 1860.15 ms
[2020-11-22 02:51:23	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0310591 | val_loss: 0.0312235 | Time: 1871.69 ms
[2020-11-22 02:51:24	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0310545 | val_loss: 0.0312041 | Time: 1866.21 ms
[2020-11-22 02:51:26	                main:574]	:	INFO	:	Epoch 547 | loss: 0.031052 | val_loss: 0.0312149 | Time: 1875.16 ms
[2020-11-22 02:51:28	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0310545 | val_loss: 0.0312146 | Time: 1891.98 ms
[2020-11-22 02:51:30	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0310613 | val_loss: 0.0312133 | Time: 1850.89 ms
[2020-11-22 02:51:32	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0310631 | val_loss: 0.031197 | Time: 1831.73 ms
[2020-11-22 02:51:34	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0310615 | val_loss: 0.0312337 | Time: 1840.2 ms
[2020-11-22 02:51:36	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0310711 | val_loss: 0.0312013 | Time: 1841.96 ms
[2020-11-22 02:51:37	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0310626 | val_loss: 0.0312207 | Time: 1869.13 ms
[2020-11-22 02:51:39	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0310584 | val_loss: 0.031215 | Time: 1872.97 ms
[2020-11-22 02:51:41	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0310579 | val_loss: 0.0312111 | Time: 1869.42 ms
[2020-11-22 02:51:43	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0310599 | val_loss: 0.0312055 | Time: 1861.61 ms
[2020-11-22 02:51:45	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0310528 | val_loss: 0.0312252 | Time: 1859.48 ms
[2020-11-22 02:51:47	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0310495 | val_loss: 0.0312185 | Time: 1879.86 ms
[2020-11-22 02:51:49	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0310449 | val_loss: 0.0312091 | Time: 1868.43 ms
[2020-11-22 02:51:51	                main:574]	:	INFO	:	Epoch 560 | loss: 0.031043 | val_loss: 0.0312132 | Time: 1860.43 ms
[2020-11-22 02:51:52	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0310468 | val_loss: 0.0312336 | Time: 1878.87 ms
[2020-11-22 02:51:54	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0310544 | val_loss: 0.0312258 | Time: 1834.06 ms
[2020-11-22 02:51:56	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0310528 | val_loss: 0.031211 | Time: 1875.19 ms
[2020-11-22 02:51:58	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0310526 | val_loss: 0.0312118 | Time: 1851.33 ms
[2020-11-22 02:52:00	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0310502 | val_loss: 0.0312208 | Time: 1897.24 ms
[2020-11-22 02:52:02	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0310493 | val_loss: 0.0312181 | Time: 1864.94 ms
[2020-11-22 02:52:04	                main:574]	:	INFO	:	Epoch 567 | loss: 0.031047 | val_loss: 0.0312295 | Time: 1879.93 ms
[2020-11-22 02:52:06	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0310442 | val_loss: 0.0312222 | Time: 1885.56 ms
[2020-11-22 02:52:08	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0310511 | val_loss: 0.0311989 | Time: 1879.3 ms
[2020-11-22 02:52:09	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0310589 | val_loss: 0.0312052 | Time: 1855.38 ms
[2020-11-22 02:52:11	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0310543 | val_loss: 0.0312088 | Time: 1869.54 ms
[2020-11-22 02:52:13	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0310477 | val_loss: 0.0312146 | Time: 1838.96 ms
[2020-11-22 02:52:15	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0310471 | val_loss: 0.0312132 | Time: 1850.01 ms
[2020-11-22 02:52:17	                main:574]	:	INFO	:	Epoch 574 | loss: 0.031047 | val_loss: 0.0312265 | Time: 1825.04 ms
[2020-11-22 02:52:19	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0310476 | val_loss: 0.031222 | Time: 1850.16 ms
[2020-11-22 02:52:21	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0310508 | val_loss: 0.0312206 | Time: 1861.16 ms
[2020-11-22 02:52:22	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0310497 | val_loss: 0.0312244 | Time: 1888 ms
[2020-11-22 02:52:24	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0310427 | val_loss: 0.031218 | Time: 1871.67 ms
[2020-11-22 02:52:26	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0310456 | val_loss: 0.0312298 | Time: 1876.31 ms
[2020-11-22 02:52:28	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0310502 | val_loss: 0.0312248 | Time: 1856.81 ms
[2020-11-22 02:52:30	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0310457 | val_loss: 0.0312275 | Time: 1856.56 ms
[2020-11-22 02:52:32	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0310384 | val_loss: 0.031216 | Time: 1858.65 ms
[2020-11-22 02:52:34	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0310417 | val_loss: 0.0312206 | Time: 1849.04 ms
[2020-11-22 02:52:36	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0310471 | val_loss: 0.0312203 | Time: 1860.21 ms
[2020-11-22 02:52:37	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0310542 | val_loss: 0.0312188 | Time: 1849.52 ms
[2020-11-22 02:52:39	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0310538 | val_loss: 0.0312112 | Time: 1847.44 ms
[2020-11-22 02:52:41	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0310581 | val_loss: 0.0312217 | Time: 1869.2 ms
[2020-11-22 02:52:43	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0310521 | val_loss: 0.0312179 | Time: 1877.92 ms
[2020-11-22 02:52:45	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0310509 | val_loss: 0.03121 | Time: 1896.4 ms
[2020-11-22 02:52:47	                main:574]	:	INFO	:	Epoch 590 | loss: 0.031096 | val_loss: 0.0311912 | Time: 1887.03 ms
[2020-11-22 02:52:49	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0310739 | val_loss: 0.031201 | Time: 1867.19 ms
[2020-11-22 02:52:51	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0310548 | val_loss: 0.0312071 | Time: 1858.08 ms
[2020-11-22 02:52:52	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0310508 | val_loss: 0.0312044 | Time: 1844.03 ms
[2020-11-22 02:52:54	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0310514 | val_loss: 0.0312048 | Time: 1865.37 ms
[2020-11-22 02:52:56	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0310517 | val_loss: 0.0312416 | Time: 1846.88 ms
[2020-11-22 02:52:58	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0310516 | val_loss: 0.0312147 | Time: 1858.44 ms
[2020-11-22 02:53:00	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0310512 | val_loss: 0.0312197 | Time: 1867.59 ms
[2020-11-22 02:53:02	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0310544 | val_loss: 0.0311954 | Time: 1867.41 ms
[2020-11-22 02:53:04	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0310543 | val_loss: 0.0312248 | Time: 1877.6 ms
[2020-11-22 02:53:05	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0310651 | val_loss: 0.0312058 | Time: 1865.28 ms
[2020-11-22 02:53:07	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0310549 | val_loss: 0.0312158 | Time: 1856.78 ms
[2020-11-22 02:53:09	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0310478 | val_loss: 0.0312179 | Time: 1858.13 ms
[2020-11-22 02:53:11	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0310539 | val_loss: 0.0312209 | Time: 1842.11 ms
[2020-11-22 02:53:13	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0310582 | val_loss: 0.0312143 | Time: 1842.83 ms
[2020-11-22 02:53:15	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0310532 | val_loss: 0.0312112 | Time: 1857.66 ms
[2020-11-22 02:53:17	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0310442 | val_loss: 0.0312172 | Time: 1847.74 ms
[2020-11-22 02:53:19	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0310401 | val_loss: 0.0312297 | Time: 1866.64 ms
[2020-11-22 02:53:20	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0310396 | val_loss: 0.0312201 | Time: 1860.47 ms
[2020-11-22 02:53:22	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0310483 | val_loss: 0.0312322 | Time: 1883.26 ms
[2020-11-22 02:53:24	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0310471 | val_loss: 0.0312144 | Time: 1857.45 ms
[2020-11-22 02:53:26	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0310488 | val_loss: 0.0312131 | Time: 1850.83 ms
[2020-11-22 02:53:28	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0310508 | val_loss: 0.0312102 | Time: 1857.73 ms
[2020-11-22 02:53:30	                main:574]	:	INFO	:	Epoch 613 | loss: 0.03105 | val_loss: 0.0312243 | Time: 1853.11 ms
[2020-11-22 02:53:32	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0310459 | val_loss: 0.031221 | Time: 1862.02 ms
[2020-11-22 02:53:33	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0310442 | val_loss: 0.0312201 | Time: 1856.96 ms
[2020-11-22 02:53:35	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0310509 | val_loss: 0.0312254 | Time: 1868.4 ms
[2020-11-22 02:53:37	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0310545 | val_loss: 0.0312286 | Time: 1858.86 ms
[2020-11-22 02:53:39	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0310552 | val_loss: 0.0312258 | Time: 1836.55 ms
[2020-11-22 02:53:41	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0310577 | val_loss: 0.0312204 | Time: 1869.28 ms
[2020-11-22 02:53:43	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0310573 | val_loss: 0.0312144 | Time: 1865.42 ms
[2020-11-22 02:53:45	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0310469 | val_loss: 0.0312113 | Time: 1879.38 ms
[2020-11-22 02:53:47	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0310458 | val_loss: 0.0312039 | Time: 1857.2 ms
[2020-11-22 02:53:48	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0310478 | val_loss: 0.0312135 | Time: 1860.36 ms
[2020-11-22 02:53:50	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0310452 | val_loss: 0.0312261 | Time: 1849.95 ms
[2020-11-22 02:53:52	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0310462 | val_loss: 0.0312187 | Time: 1860.01 ms
[2020-11-22 02:53:54	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0310437 | val_loss: 0.0312231 | Time: 1854.13 ms
[2020-11-22 02:53:56	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0310436 | val_loss: 0.031221 | Time: 1849.06 ms
[2020-11-22 02:53:58	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0310416 | val_loss: 0.0312181 | Time: 1842.18 ms
[2020-11-22 02:54:00	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0310449 | val_loss: 0.0312492 | Time: 1849.59 ms
[2020-11-22 02:54:01	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0310442 | val_loss: 0.0312156 | Time: 1866.59 ms
[2020-11-22 02:54:03	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0310414 | val_loss: 0.031221 | Time: 1884.67 ms
[2020-11-22 02:54:05	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0310547 | val_loss: 0.0312189 | Time: 1865.25 ms
[2020-11-22 02:54:07	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0310504 | val_loss: 0.031215 | Time: 1849.88 ms
[2020-11-22 02:54:09	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0310484 | val_loss: 0.0312103 | Time: 1871.87 ms
[2020-11-22 02:54:11	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0310492 | val_loss: 0.0312182 | Time: 1880.23 ms
[2020-11-22 02:54:13	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0310455 | val_loss: 0.0312249 | Time: 1856.51 ms
[2020-11-22 02:54:15	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0310418 | val_loss: 0.0312212 | Time: 1862.76 ms
[2020-11-22 02:54:16	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0310454 | val_loss: 0.0312218 | Time: 1832.23 ms
[2020-11-22 02:54:18	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0310428 | val_loss: 0.0312204 | Time: 1854.4 ms
[2020-11-22 02:54:20	                main:574]	:	INFO	:	Epoch 640 | loss: 0.031046 | val_loss: 0.0312154 | Time: 1850.4 ms
[2020-11-22 02:54:22	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0310529 | val_loss: 0.0312276 | Time: 1865.79 ms
[2020-11-22 02:54:24	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0310481 | val_loss: 0.0312091 | Time: 1857.22 ms
[2020-11-22 02:54:26	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0310438 | val_loss: 0.0312171 | Time: 1869.07 ms
[2020-11-22 02:54:28	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0310437 | val_loss: 0.0312144 | Time: 1863.32 ms
[2020-11-22 02:54:29	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0310507 | val_loss: 0.0312403 | Time: 1866.39 ms
[2020-11-22 02:54:31	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0310628 | val_loss: 0.0312279 | Time: 1865.89 ms
[2020-11-22 02:54:33	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0310509 | val_loss: 0.0312213 | Time: 1858.44 ms
[2020-11-22 02:54:35	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0310556 | val_loss: 0.0312089 | Time: 1858.79 ms
[2020-11-22 02:54:37	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0310579 | val_loss: 0.0311939 | Time: 1852.63 ms
[2020-11-22 02:54:39	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0310534 | val_loss: 0.03123 | Time: 1875.33 ms
[2020-11-22 02:54:41	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0310484 | val_loss: 0.031222 | Time: 1881.83 ms
[2020-11-22 02:54:43	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0310415 | val_loss: 0.0312178 | Time: 1855.86 ms
[2020-11-22 02:54:44	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0310385 | val_loss: 0.0312101 | Time: 1871.54 ms
[2020-11-22 02:54:46	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0310425 | val_loss: 0.0312292 | Time: 1864.57 ms
[2020-11-22 02:54:48	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0310536 | val_loss: 0.0312322 | Time: 1858.21 ms
[2020-11-22 02:54:50	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0310535 | val_loss: 0.0312121 | Time: 1849.19 ms
[2020-11-22 02:54:52	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0310483 | val_loss: 0.0312137 | Time: 1844.73 ms
[2020-11-22 02:54:54	                main:574]	:	INFO	:	Epoch 658 | loss: 0.031046 | val_loss: 0.0312109 | Time: 1844.98 ms
[2020-11-22 02:54:56	                main:574]	:	INFO	:	Epoch 659 | loss: 0.03104 | val_loss: 0.0312095 | Time: 1861.15 ms
[2020-11-22 02:54:57	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0310423 | val_loss: 0.0312159 | Time: 1856.49 ms
[2020-11-22 02:54:59	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0310415 | val_loss: 0.0312096 | Time: 1879.21 ms
[2020-11-22 02:55:01	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0310405 | val_loss: 0.0312126 | Time: 1862.74 ms
[2020-11-22 02:55:03	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0310396 | val_loss: 0.0312122 | Time: 1864.21 ms
[2020-11-22 02:55:05	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0310428 | val_loss: 0.0312213 | Time: 1867.22 ms
[2020-11-22 02:55:07	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0310565 | val_loss: 0.0312296 | Time: 1863.54 ms
[2020-11-22 02:55:09	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0310538 | val_loss: 0.0312283 | Time: 1851.32 ms
[2020-11-22 02:55:11	                main:574]	:	INFO	:	Epoch 667 | loss: 0.031047 | val_loss: 0.0312214 | Time: 1860.57 ms
[2020-11-22 02:55:12	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0310472 | val_loss: 0.0312138 | Time: 1859.24 ms
[2020-11-22 02:55:14	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0310395 | val_loss: 0.0312196 | Time: 1860.69 ms
[2020-11-22 02:55:16	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0310396 | val_loss: 0.0312239 | Time: 1872.55 ms
[2020-11-22 02:55:18	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0310381 | val_loss: 0.0312286 | Time: 1848.34 ms
[2020-11-22 02:55:20	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0310431 | val_loss: 0.0312422 | Time: 1865.03 ms
[2020-11-22 02:55:22	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0310382 | val_loss: 0.0312168 | Time: 1846.83 ms
[2020-11-22 02:55:24	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0310434 | val_loss: 0.031208 | Time: 1866.49 ms
[2020-11-22 02:55:26	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0310449 | val_loss: 0.0312188 | Time: 1869.91 ms
[2020-11-22 02:55:27	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0310483 | val_loss: 0.0312176 | Time: 1848.05 ms
[2020-11-22 02:55:29	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0310492 | val_loss: 0.0312263 | Time: 1858.93 ms
[2020-11-22 02:55:31	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0310495 | val_loss: 0.0312157 | Time: 1870.3 ms
[2020-11-22 02:55:33	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0310428 | val_loss: 0.0312187 | Time: 1862.9 ms
[2020-11-22 02:55:35	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0310482 | val_loss: 0.0312165 | Time: 1867.82 ms
[2020-11-22 02:55:37	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0310494 | val_loss: 0.0312119 | Time: 1890.54 ms
[2020-11-22 02:55:39	                main:574]	:	INFO	:	Epoch 682 | loss: 0.031052 | val_loss: 0.0312187 | Time: 1852.91 ms
[2020-11-22 02:55:40	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0310482 | val_loss: 0.0312304 | Time: 1852.16 ms
[2020-11-22 02:55:42	                main:574]	:	INFO	:	Epoch 684 | loss: 0.031044 | val_loss: 0.031227 | Time: 1851.55 ms
[2020-11-22 02:55:44	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0310461 | val_loss: 0.0312226 | Time: 1855.18 ms
[2020-11-22 02:55:46	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0310413 | val_loss: 0.0312109 | Time: 1852.26 ms
[2020-11-22 02:55:48	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0310396 | val_loss: 0.0312164 | Time: 1836.88 ms
[2020-11-22 02:55:50	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0310384 | val_loss: 0.0312166 | Time: 1862.6 ms
[2020-11-22 02:55:52	                main:574]	:	INFO	:	Epoch 689 | loss: 0.031051 | val_loss: 0.0312266 | Time: 1863.53 ms
[2020-11-22 02:55:54	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0310508 | val_loss: 0.0312172 | Time: 1859.41 ms
[2020-11-22 02:55:55	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0310477 | val_loss: 0.0312232 | Time: 1851.68 ms
[2020-11-22 02:55:57	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0310485 | val_loss: 0.0312162 | Time: 1859.36 ms
[2020-11-22 02:55:59	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0310438 | val_loss: 0.0312182 | Time: 1872.52 ms
[2020-11-22 02:56:01	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0310463 | val_loss: 0.0312116 | Time: 1856.99 ms
[2020-11-22 02:56:03	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0310483 | val_loss: 0.0312185 | Time: 1872.63 ms
[2020-11-22 02:56:05	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0310407 | val_loss: 0.0312167 | Time: 1887.96 ms
[2020-11-22 02:56:07	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0310393 | val_loss: 0.0312268 | Time: 1888.73 ms
[2020-11-22 02:56:09	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0310527 | val_loss: 0.0312239 | Time: 1853.11 ms
[2020-11-22 02:56:10	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0310553 | val_loss: 0.0312188 | Time: 1868.9 ms
[2020-11-22 02:56:12	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0310519 | val_loss: 0.0312065 | Time: 1842.84 ms
[2020-11-22 02:56:14	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0310507 | val_loss: 0.0312148 | Time: 1878.86 ms
[2020-11-22 02:56:16	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0310554 | val_loss: 0.0312231 | Time: 1877.03 ms
[2020-11-22 02:56:18	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0310457 | val_loss: 0.0312226 | Time: 1865.95 ms
[2020-11-22 02:56:20	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0310391 | val_loss: 0.0312184 | Time: 1852.26 ms
[2020-11-22 02:56:22	                main:574]	:	INFO	:	Epoch 705 | loss: 0.031043 | val_loss: 0.0312265 | Time: 1874.62 ms
[2020-11-22 02:56:24	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0310536 | val_loss: 0.0312233 | Time: 1860.05 ms
[2020-11-22 02:56:25	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0310472 | val_loss: 0.0312224 | Time: 1855.96 ms
[2020-11-22 02:56:27	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0310511 | val_loss: 0.0312125 | Time: 1875.1 ms
[2020-11-22 02:56:29	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0310481 | val_loss: 0.0312133 | Time: 1863.64 ms
[2020-11-22 02:56:31	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0310469 | val_loss: 0.0312131 | Time: 1835.82 ms
[2020-11-22 02:56:33	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0310503 | val_loss: 0.0312094 | Time: 1877.47 ms
[2020-11-22 02:56:35	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0310386 | val_loss: 0.0312259 | Time: 1829.8 ms
[2020-11-22 02:56:37	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0310393 | val_loss: 0.0312169 | Time: 1868.55 ms
[2020-11-22 02:56:38	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0310406 | val_loss: 0.0312447 | Time: 1881.95 ms
[2020-11-22 02:56:40	                main:574]	:	INFO	:	Epoch 715 | loss: 0.031045 | val_loss: 0.0312203 | Time: 1890.59 ms
[2020-11-22 02:56:42	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0310491 | val_loss: 0.0312107 | Time: 1854.09 ms
[2020-11-22 02:56:44	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0310553 | val_loss: 0.0311983 | Time: 1859.39 ms
[2020-11-22 02:56:46	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0310588 | val_loss: 0.0312087 | Time: 1844.82 ms
[2020-11-22 02:56:48	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0310551 | val_loss: 0.0312163 | Time: 1824.01 ms
[2020-11-22 02:56:50	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0310453 | val_loss: 0.0312154 | Time: 1853.06 ms
[2020-11-22 02:56:51	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0310437 | val_loss: 0.0312077 | Time: 1845.16 ms
[2020-11-22 02:56:53	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0310421 | val_loss: 0.0312222 | Time: 1843.27 ms
[2020-11-22 02:56:55	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0310347 | val_loss: 0.0312253 | Time: 1865.64 ms
[2020-11-22 02:56:57	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0310414 | val_loss: 0.0312266 | Time: 1856.97 ms
[2020-11-22 02:56:59	                main:574]	:	INFO	:	Epoch 725 | loss: 0.031042 | val_loss: 0.0312128 | Time: 1859.93 ms
[2020-11-22 02:57:01	                main:574]	:	INFO	:	Epoch 726 | loss: 0.03104 | val_loss: 0.0312205 | Time: 1850.57 ms
[2020-11-22 02:57:03	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0310438 | val_loss: 0.0312122 | Time: 1879.02 ms
[2020-11-22 02:57:05	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0310552 | val_loss: 0.0312212 | Time: 1881.13 ms
[2020-11-22 02:57:06	                main:574]	:	INFO	:	Epoch 729 | loss: 0.03105 | val_loss: 0.0312096 | Time: 1897.23 ms
[2020-11-22 02:57:08	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0310485 | val_loss: 0.0312199 | Time: 1878.76 ms
[2020-11-22 02:57:10	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0310484 | val_loss: 0.0312301 | Time: 1860.65 ms
[2020-11-22 02:57:12	                main:574]	:	INFO	:	Epoch 732 | loss: 0.031046 | val_loss: 0.0312192 | Time: 1859.34 ms
[2020-11-22 02:57:14	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0310527 | val_loss: 0.0312145 | Time: 1841.2 ms
[2020-11-22 02:57:16	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0310476 | val_loss: 0.0312191 | Time: 1842.62 ms
[2020-11-22 02:57:18	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0310415 | val_loss: 0.0312233 | Time: 1856.64 ms
[2020-11-22 02:57:19	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0310475 | val_loss: 0.0312296 | Time: 1833.73 ms
[2020-11-22 02:57:21	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0310488 | val_loss: 0.0312099 | Time: 1846.28 ms
[2020-11-22 02:57:23	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0310458 | val_loss: 0.0312074 | Time: 1859.5 ms
[2020-11-22 02:57:25	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0310502 | val_loss: 0.0312243 | Time: 1867.74 ms
[2020-11-22 02:57:27	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0310402 | val_loss: 0.0312293 | Time: 1878.54 ms
[2020-11-22 02:57:29	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0310411 | val_loss: 0.0312202 | Time: 1887.58 ms
[2020-11-22 02:57:31	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0310428 | val_loss: 0.0312213 | Time: 1864.99 ms
[2020-11-22 02:57:33	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0310404 | val_loss: 0.0312276 | Time: 1840.44 ms
[2020-11-22 02:57:34	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0310397 | val_loss: 0.0312211 | Time: 1850.73 ms
[2020-11-22 02:57:36	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0310417 | val_loss: 0.0312249 | Time: 1846.42 ms
[2020-11-22 02:57:38	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0310405 | val_loss: 0.0312179 | Time: 1853 ms
[2020-11-22 02:57:40	                main:574]	:	INFO	:	Epoch 747 | loss: 0.0310401 | val_loss: 0.031241 | Time: 1858.45 ms
[2020-11-22 02:57:42	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0310406 | val_loss: 0.0312162 | Time: 1852.72 ms
[2020-11-22 02:57:44	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0310398 | val_loss: 0.0312151 | Time: 1847.88 ms
[2020-11-22 02:57:46	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0310378 | val_loss: 0.0312191 | Time: 1864.41 ms
[2020-11-22 02:57:47	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0310526 | val_loss: 0.0312118 | Time: 1857.99 ms
[2020-11-22 02:57:49	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0310482 | val_loss: 0.0312288 | Time: 1875.78 ms
[2020-11-22 02:57:51	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0310463 | val_loss: 0.0312283 | Time: 1875.65 ms
[2020-11-22 02:57:53	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0310571 | val_loss: 0.0312101 | Time: 1852.45 ms
[2020-11-22 02:57:55	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0310492 | val_loss: 0.0312058 | Time: 1853.84 ms
[2020-11-22 02:57:57	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0310441 | val_loss: 0.0312131 | Time: 1856.26 ms
[2020-11-22 02:57:59	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0310412 | val_loss: 0.0312286 | Time: 1856.58 ms
[2020-11-22 02:58:01	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0310367 | val_loss: 0.0312202 | Time: 1855.19 ms
[2020-11-22 02:58:02	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0310435 | val_loss: 0.0312234 | Time: 1837.86 ms
[2020-11-22 02:58:04	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0310441 | val_loss: 0.0312233 | Time: 1849.94 ms
[2020-11-22 02:58:06	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0310435 | val_loss: 0.0312434 | Time: 1866.41 ms
[2020-11-22 02:58:08	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0310477 | val_loss: 0.0312283 | Time: 1862.89 ms
[2020-11-22 02:58:10	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0310433 | val_loss: 0.0312127 | Time: 1873.07 ms
[2020-11-22 02:58:12	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0310503 | val_loss: 0.031217 | Time: 1860.85 ms
[2020-11-22 02:58:14	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0310521 | val_loss: 0.0312237 | Time: 1888.79 ms
[2020-11-22 02:58:16	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0310435 | val_loss: 0.031214 | Time: 1868.92 ms
[2020-11-22 02:58:17	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0310422 | val_loss: 0.0312376 | Time: 1867.84 ms
[2020-11-22 02:58:19	                main:574]	:	INFO	:	Epoch 768 | loss: 0.031042 | val_loss: 0.031226 | Time: 1852.8 ms
[2020-11-22 02:58:21	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0310382 | val_loss: 0.031237 | Time: 1856.29 ms
[2020-11-22 02:58:23	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0310386 | val_loss: 0.0312205 | Time: 1874.27 ms
[2020-11-22 02:58:25	                main:574]	:	INFO	:	Epoch 771 | loss: 0.031037 | val_loss: 0.03122 | Time: 1847.94 ms
[2020-11-22 02:58:27	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0310388 | val_loss: 0.0312268 | Time: 1867.35 ms
[2020-11-22 02:58:29	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0310386 | val_loss: 0.0312251 | Time: 1857.71 ms
[2020-11-22 02:58:30	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0310423 | val_loss: 0.0312314 | Time: 1872.8 ms
[2020-11-22 02:58:32	                main:574]	:	INFO	:	Epoch 775 | loss: 0.0310448 | val_loss: 0.0312325 | Time: 1873.59 ms
[2020-11-22 02:58:34	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0310404 | val_loss: 0.0312198 | Time: 1875.56 ms
[2020-11-22 02:58:36	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0310386 | val_loss: 0.0312187 | Time: 1891.05 ms
[2020-11-22 02:58:38	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0310322 | val_loss: 0.0312211 | Time: 1847.07 ms
[2020-11-22 02:58:40	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0310328 | val_loss: 0.0312155 | Time: 1851.96 ms
[2020-11-22 02:58:42	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0310353 | val_loss: 0.0312183 | Time: 1854.31 ms
[2020-11-22 02:58:44	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0310357 | val_loss: 0.0312314 | Time: 1858.74 ms
[2020-11-22 02:58:45	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0310399 | val_loss: 0.0312245 | Time: 1846.44 ms
[2020-11-22 02:58:47	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0310393 | val_loss: 0.0312211 | Time: 1863.78 ms
[2020-11-22 02:58:49	                main:574]	:	INFO	:	Epoch 784 | loss: 0.031038 | val_loss: 0.0312227 | Time: 1858.74 ms
[2020-11-22 02:58:51	                main:574]	:	INFO	:	Epoch 785 | loss: 0.031036 | val_loss: 0.0312243 | Time: 1854.34 ms
[2020-11-22 02:58:53	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0310321 | val_loss: 0.0312196 | Time: 1850.59 ms
[2020-11-22 02:58:55	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0310376 | val_loss: 0.0312252 | Time: 1864.79 ms
[2020-11-22 02:58:57	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0310465 | val_loss: 0.0312091 | Time: 1885.18 ms
[2020-11-22 02:58:59	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0310486 | val_loss: 0.0312208 | Time: 1892.26 ms
[2020-11-22 02:59:00	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0310429 | val_loss: 0.0312145 | Time: 1864.78 ms
[2020-11-22 02:59:02	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0310465 | val_loss: 0.0312254 | Time: 1850.43 ms
[2020-11-22 02:59:04	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0310414 | val_loss: 0.0312278 | Time: 1864.03 ms
[2020-11-22 02:59:06	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0310489 | val_loss: 0.0312132 | Time: 1891.06 ms
[2020-11-22 02:59:08	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0310494 | val_loss: 0.0312168 | Time: 1871.17 ms
[2020-11-22 02:59:10	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0310448 | val_loss: 0.0312253 | Time: 1864.19 ms
[2020-11-22 02:59:12	                main:574]	:	INFO	:	Epoch 796 | loss: 0.031047 | val_loss: 0.0312108 | Time: 1859.59 ms
[2020-11-22 02:59:14	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0310522 | val_loss: 0.0312214 | Time: 1853.58 ms
[2020-11-22 02:59:15	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0310477 | val_loss: 0.0312174 | Time: 1853.11 ms
[2020-11-22 02:59:17	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0310447 | val_loss: 0.031233 | Time: 1840.5 ms
[2020-11-22 02:59:19	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0310394 | val_loss: 0.0312256 | Time: 1831.78 ms
[2020-11-22 02:59:21	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0310352 | val_loss: 0.031217 | Time: 1854.33 ms
[2020-11-22 02:59:23	                main:574]	:	INFO	:	Epoch 802 | loss: 0.031034 | val_loss: 0.031239 | Time: 1875.94 ms
[2020-11-22 02:59:25	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0310377 | val_loss: 0.0312232 | Time: 1852.86 ms
[2020-11-22 02:59:27	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0310465 | val_loss: 0.0312149 | Time: 1854.72 ms
[2020-11-22 02:59:28	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0310435 | val_loss: 0.0312274 | Time: 1863.47 ms
[2020-11-22 02:59:30	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0310483 | val_loss: 0.0312189 | Time: 1864.43 ms
[2020-11-22 02:59:32	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0310511 | val_loss: 0.0312214 | Time: 1848.44 ms
[2020-11-22 02:59:34	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0310391 | val_loss: 0.0312291 | Time: 1881.05 ms
[2020-11-22 02:59:36	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0310482 | val_loss: 0.0312257 | Time: 1841.04 ms
[2020-11-22 02:59:38	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0310526 | val_loss: 0.031218 | Time: 1873.37 ms
[2020-11-22 02:59:40	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0310496 | val_loss: 0.0312252 | Time: 1855.28 ms
[2020-11-22 02:59:41	                main:574]	:	INFO	:	Epoch 812 | loss: 0.031047 | val_loss: 0.0312234 | Time: 1860.51 ms
[2020-11-22 02:59:43	                main:574]	:	INFO	:	Epoch 813 | loss: 0.031047 | val_loss: 0.0312321 | Time: 1866.37 ms
[2020-11-22 02:59:45	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0310378 | val_loss: 0.0312121 | Time: 1866.5 ms
[2020-11-22 02:59:47	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0310358 | val_loss: 0.0312209 | Time: 1861.59 ms
[2020-11-22 02:59:49	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0310421 | val_loss: 0.0312297 | Time: 1858.22 ms
[2020-11-22 02:59:51	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0310484 | val_loss: 0.031238 | Time: 1847.85 ms
[2020-11-22 02:59:53	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0310471 | val_loss: 0.0312094 | Time: 1863.9 ms
[2020-11-22 02:59:55	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0310418 | val_loss: 0.0312292 | Time: 1869.03 ms
[2020-11-22 02:59:56	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0310399 | val_loss: 0.0312248 | Time: 1858.24 ms
[2020-11-22 02:59:58	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0310411 | val_loss: 0.0312233 | Time: 1859.18 ms
[2020-11-22 03:00:00	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0310417 | val_loss: 0.0312275 | Time: 1868.95 ms
[2020-11-22 03:00:02	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0310444 | val_loss: 0.031206 | Time: 1872.46 ms
[2020-11-22 03:00:04	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0310471 | val_loss: 0.0312236 | Time: 1861.82 ms
[2020-11-22 03:00:06	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0310403 | val_loss: 0.0312144 | Time: 1861.03 ms
[2020-11-22 03:00:08	                main:574]	:	INFO	:	Epoch 826 | loss: 0.031043 | val_loss: 0.0312321 | Time: 1853.47 ms
[2020-11-22 03:00:10	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0310377 | val_loss: 0.0312183 | Time: 1861.89 ms
[2020-11-22 03:00:11	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0310398 | val_loss: 0.0312219 | Time: 1856.39 ms
[2020-11-22 03:00:13	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0310376 | val_loss: 0.0312218 | Time: 1857.07 ms
[2020-11-22 03:00:15	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0310397 | val_loss: 0.0312194 | Time: 1836.18 ms
[2020-11-22 03:00:17	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0310385 | val_loss: 0.0312254 | Time: 1865.37 ms
[2020-11-22 03:00:19	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0310356 | val_loss: 0.0312232 | Time: 1865.98 ms
[2020-11-22 03:00:21	                main:574]	:	INFO	:	Epoch 833 | loss: 0.031045 | val_loss: 0.031224 | Time: 1871.52 ms
[2020-11-22 03:00:23	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0310408 | val_loss: 0.0312322 | Time: 1852.84 ms
[2020-11-22 03:00:24	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0310539 | val_loss: 0.0312074 | Time: 1839.86 ms
[2020-11-22 03:00:26	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0310567 | val_loss: 0.0312215 | Time: 1849.36 ms
[2020-11-22 03:00:28	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0310581 | val_loss: 0.0311948 | Time: 1845.38 ms
[2020-11-22 03:00:30	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0310543 | val_loss: 0.031218 | Time: 1872.65 ms
[2020-11-22 03:00:32	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0310482 | val_loss: 0.0312225 | Time: 1864.32 ms
[2020-11-22 03:00:34	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0310437 | val_loss: 0.0312304 | Time: 1863.83 ms
[2020-11-22 03:00:36	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0310427 | val_loss: 0.0312305 | Time: 1864.42 ms
[2020-11-22 03:00:38	                main:574]	:	INFO	:	Epoch 842 | loss: 0.031051 | val_loss: 0.0312231 | Time: 1869.41 ms
[2020-11-22 03:00:39	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0310434 | val_loss: 0.0312268 | Time: 1867.56 ms
[2020-11-22 03:00:41	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0310445 | val_loss: 0.0312383 | Time: 1874.22 ms
[2020-11-22 03:00:43	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0310484 | val_loss: 0.0312191 | Time: 1855.9 ms
[2020-11-22 03:00:45	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0310426 | val_loss: 0.0312255 | Time: 1848.91 ms
[2020-11-22 03:00:47	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0310327 | val_loss: 0.0312337 | Time: 1849.76 ms
[2020-11-22 03:00:49	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0310357 | val_loss: 0.0312176 | Time: 1853.66 ms
[2020-11-22 03:00:51	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0310405 | val_loss: 0.0312138 | Time: 1851.84 ms
[2020-11-22 03:00:52	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0310374 | val_loss: 0.031228 | Time: 1831.75 ms
[2020-11-22 03:00:54	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0310394 | val_loss: 0.0312137 | Time: 1852.4 ms
[2020-11-22 03:00:56	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0310387 | val_loss: 0.0312458 | Time: 1865.64 ms
[2020-11-22 03:00:58	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0310436 | val_loss: 0.0312267 | Time: 1869.68 ms
[2020-11-22 03:01:00	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0310473 | val_loss: 0.0312322 | Time: 1876.52 ms
[2020-11-22 03:01:02	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0310437 | val_loss: 0.0312029 | Time: 1871.3 ms
[2020-11-22 03:01:04	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0310502 | val_loss: 0.0312149 | Time: 1863.1 ms
[2020-11-22 03:01:06	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0310452 | val_loss: 0.0312276 | Time: 1859.4 ms
[2020-11-22 03:01:07	                main:574]	:	INFO	:	Epoch 858 | loss: 0.03104 | val_loss: 0.0312271 | Time: 1861.39 ms
[2020-11-22 03:01:09	                main:574]	:	INFO	:	Epoch 859 | loss: 0.031042 | val_loss: 0.0312283 | Time: 1832.55 ms
[2020-11-22 03:01:11	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0310386 | val_loss: 0.0312226 | Time: 1873.82 ms
[2020-11-22 03:01:13	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0310364 | val_loss: 0.0312164 | Time: 1847.05 ms
[2020-11-22 03:01:15	                main:574]	:	INFO	:	Epoch 862 | loss: 0.031034 | val_loss: 0.0312181 | Time: 1850.95 ms
[2020-11-22 03:01:17	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0310396 | val_loss: 0.0312372 | Time: 1864.24 ms
[2020-11-22 03:01:19	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0310439 | val_loss: 0.0312306 | Time: 1866.27 ms
[2020-11-22 03:01:20	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0310458 | val_loss: 0.0312071 | Time: 1877.04 ms
[2020-11-22 03:01:22	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0310466 | val_loss: 0.0312292 | Time: 1862.23 ms
[2020-11-22 03:01:24	                main:574]	:	INFO	:	Epoch 867 | loss: 0.031046 | val_loss: 0.0312213 | Time: 1851.73 ms
[2020-11-22 03:01:26	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0310381 | val_loss: 0.0312184 | Time: 1846.54 ms
[2020-11-22 03:01:28	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0310438 | val_loss: 0.0312295 | Time: 1864.12 ms
[2020-11-22 03:01:30	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0310401 | val_loss: 0.03122 | Time: 1861.79 ms
[2020-11-22 03:01:32	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0310342 | val_loss: 0.0312235 | Time: 1865.93 ms
[2020-11-22 03:01:34	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0310367 | val_loss: 0.0312291 | Time: 1850.52 ms
[2020-11-22 03:01:35	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0310421 | val_loss: 0.0312103 | Time: 1854.97 ms
[2020-11-22 03:01:37	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0310381 | val_loss: 0.0312178 | Time: 1858.44 ms
[2020-11-22 03:01:39	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0310401 | val_loss: 0.0312183 | Time: 1859.76 ms
[2020-11-22 03:01:41	                main:574]	:	INFO	:	Epoch 876 | loss: 0.03104 | val_loss: 0.0312187 | Time: 1854.04 ms
[2020-11-22 03:01:43	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0310412 | val_loss: 0.0312233 | Time: 1884.85 ms
[2020-11-22 03:01:45	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0310386 | val_loss: 0.031221 | Time: 1876.32 ms
[2020-11-22 03:01:47	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0310425 | val_loss: 0.0312292 | Time: 1866.77 ms
[2020-11-22 03:01:48	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0310458 | val_loss: 0.0312176 | Time: 1859.84 ms
[2020-11-22 03:01:50	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0310485 | val_loss: 0.0312084 | Time: 1879.2 ms
[2020-11-22 03:01:52	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0310475 | val_loss: 0.0312104 | Time: 1852.53 ms
[2020-11-22 03:01:54	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0310485 | val_loss: 0.0312223 | Time: 1843.6 ms
[2020-11-22 03:01:56	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0310412 | val_loss: 0.0312174 | Time: 1847.23 ms
[2020-11-22 03:01:58	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0310391 | val_loss: 0.0312157 | Time: 1853.21 ms
[2020-11-22 03:02:00	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0310431 | val_loss: 0.0312231 | Time: 1871.88 ms
[2020-11-22 03:02:02	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0310405 | val_loss: 0.0312113 | Time: 1844.86 ms
[2020-11-22 03:02:03	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0310354 | val_loss: 0.0312422 | Time: 1856.27 ms
[2020-11-22 03:02:05	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0310416 | val_loss: 0.0312129 | Time: 1867.92 ms
[2020-11-22 03:02:07	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0310384 | val_loss: 0.0312309 | Time: 1864.36 ms
[2020-11-22 03:02:09	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0310356 | val_loss: 0.0312266 | Time: 1855.56 ms
[2020-11-22 03:02:11	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0310355 | val_loss: 0.0312356 | Time: 1842.16 ms
[2020-11-22 03:02:13	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0310379 | val_loss: 0.0312232 | Time: 1853.7 ms
[2020-11-22 03:02:15	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0310406 | val_loss: 0.0312179 | Time: 1843.78 ms
[2020-11-22 03:02:16	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0310469 | val_loss: 0.0312308 | Time: 1845.71 ms
[2020-11-22 03:02:18	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0310436 | val_loss: 0.0312314 | Time: 1873.45 ms
[2020-11-22 03:02:20	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0310493 | val_loss: 0.0312382 | Time: 1875.58 ms
[2020-11-22 03:02:22	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0310511 | val_loss: 0.0312148 | Time: 1847.82 ms
[2020-11-22 03:02:24	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0310373 | val_loss: 0.0312279 | Time: 1861.5 ms
[2020-11-22 03:02:26	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0310319 | val_loss: 0.0312217 | Time: 1870.8 ms
[2020-11-22 03:02:28	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0310403 | val_loss: 0.0312121 | Time: 1886.87 ms
[2020-11-22 03:02:30	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0310372 | val_loss: 0.0312321 | Time: 1870.47 ms
[2020-11-22 03:02:31	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0310314 | val_loss: 0.031225 | Time: 1849.34 ms
[2020-11-22 03:02:33	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0310369 | val_loss: 0.0312384 | Time: 1855.65 ms
[2020-11-22 03:02:35	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0310356 | val_loss: 0.0312114 | Time: 1872.27 ms
[2020-11-22 03:02:37	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0310365 | val_loss: 0.0312313 | Time: 1852.52 ms
[2020-11-22 03:02:39	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0310376 | val_loss: 0.0312339 | Time: 1882.85 ms
[2020-11-22 03:02:41	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0310414 | val_loss: 0.0312244 | Time: 1867.5 ms
[2020-11-22 03:02:43	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0310411 | val_loss: 0.0312096 | Time: 1860.59 ms
[2020-11-22 03:02:45	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0310426 | val_loss: 0.0312314 | Time: 1873.46 ms
[2020-11-22 03:02:46	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0310465 | val_loss: 0.0312411 | Time: 1866.4 ms
[2020-11-22 03:02:48	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0310469 | val_loss: 0.0312215 | Time: 1849.91 ms
[2020-11-22 03:02:50	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0310417 | val_loss: 0.0312157 | Time: 1850.61 ms
[2020-11-22 03:02:52	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0310416 | val_loss: 0.031208 | Time: 1850.27 ms
[2020-11-22 03:02:54	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0310426 | val_loss: 0.0312219 | Time: 1871.15 ms
[2020-11-22 03:02:56	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0310345 | val_loss: 0.0312344 | Time: 1854.34 ms
[2020-11-22 03:02:58	                main:574]	:	INFO	:	Epoch 917 | loss: 0.031038 | val_loss: 0.0312339 | Time: 1857.06 ms
[2020-11-22 03:02:59	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0310357 | val_loss: 0.0312239 | Time: 1862.81 ms
[2020-11-22 03:03:01	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0310433 | val_loss: 0.0312357 | Time: 1860.66 ms
[2020-11-22 03:03:03	                main:574]	:	INFO	:	Epoch 920 | loss: 0.031046 | val_loss: 0.0312181 | Time: 1859.65 ms
[2020-11-22 03:03:05	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0310414 | val_loss: 0.0312365 | Time: 1858.82 ms
[2020-11-22 03:03:07	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0310422 | val_loss: 0.0312112 | Time: 1870.83 ms
[2020-11-22 03:03:09	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0310412 | val_loss: 0.0312238 | Time: 1863.85 ms
[2020-11-22 03:03:11	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0310406 | val_loss: 0.03122 | Time: 1870 ms
[2020-11-22 03:03:13	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0310408 | val_loss: 0.0312112 | Time: 1875.9 ms
[2020-11-22 03:03:14	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0310433 | val_loss: 0.0312102 | Time: 1888.89 ms
[2020-11-22 03:03:16	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0310466 | val_loss: 0.0312186 | Time: 1857.64 ms
[2020-11-22 03:03:18	                main:574]	:	INFO	:	Epoch 928 | loss: 0.031039 | val_loss: 0.0312186 | Time: 1854.39 ms
[2020-11-22 03:03:20	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0310396 | val_loss: 0.0312336 | Time: 1874.89 ms
[2020-11-22 03:03:22	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0310449 | val_loss: 0.0312083 | Time: 1885.66 ms
[2020-11-22 03:03:24	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0310465 | val_loss: 0.031241 | Time: 1852.73 ms
[2020-11-22 03:03:26	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0310362 | val_loss: 0.0312284 | Time: 1865.18 ms
[2020-11-22 03:03:28	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0310395 | val_loss: 0.0312214 | Time: 1867 ms
[2020-11-22 03:03:29	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0310463 | val_loss: 0.0312233 | Time: 1867.6 ms
[2020-11-22 03:03:31	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0310474 | val_loss: 0.0312311 | Time: 1856.44 ms
[2020-11-22 03:03:33	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0310369 | val_loss: 0.0312345 | Time: 1854.19 ms
[2020-11-22 03:03:35	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0310357 | val_loss: 0.0312184 | Time: 1856.52 ms
[2020-11-22 03:03:37	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0310359 | val_loss: 0.0312267 | Time: 1854.51 ms
[2020-11-22 03:03:39	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0310355 | val_loss: 0.0312379 | Time: 1853.54 ms
[2020-11-22 03:03:41	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0310459 | val_loss: 0.0312239 | Time: 1867.23 ms
[2020-11-22 03:03:43	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0310447 | val_loss: 0.0312171 | Time: 1865.67 ms
[2020-11-22 03:03:44	                main:574]	:	INFO	:	Epoch 942 | loss: 0.031047 | val_loss: 0.0312166 | Time: 1879.5 ms
[2020-11-22 03:03:46	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0310478 | val_loss: 0.0312317 | Time: 1866.2 ms
[2020-11-22 03:03:48	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0310476 | val_loss: 0.0312226 | Time: 1853.73 ms
[2020-11-22 03:03:50	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0310459 | val_loss: 0.0312273 | Time: 1877.94 ms
[2020-11-22 03:03:52	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0310444 | val_loss: 0.0312208 | Time: 1856.12 ms
[2020-11-22 03:03:54	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0310372 | val_loss: 0.0312223 | Time: 1880.23 ms
[2020-11-22 03:03:56	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0310339 | val_loss: 0.0312154 | Time: 1870.53 ms
[2020-11-22 03:03:58	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0310335 | val_loss: 0.0312234 | Time: 1880.21 ms
[2020-11-22 03:03:59	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0310303 | val_loss: 0.0312347 | Time: 1868.96 ms
[2020-11-22 03:04:01	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0310354 | val_loss: 0.0312225 | Time: 1860.04 ms
[2020-11-22 03:04:03	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0310353 | val_loss: 0.0312209 | Time: 1841.86 ms
[2020-11-22 03:04:05	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0310381 | val_loss: 0.0312282 | Time: 1857.08 ms
[2020-11-22 03:04:07	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0310386 | val_loss: 0.0312249 | Time: 1854.15 ms
[2020-11-22 03:04:09	                main:574]	:	INFO	:	Epoch 955 | loss: 0.031047 | val_loss: 0.0312269 | Time: 1868.74 ms
[2020-11-22 03:04:11	                main:574]	:	INFO	:	Epoch 956 | loss: 0.031043 | val_loss: 0.0312058 | Time: 1844.34 ms
[2020-11-22 03:04:12	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0310353 | val_loss: 0.0312162 | Time: 1851.49 ms
[2020-11-22 03:04:14	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0310397 | val_loss: 0.0312265 | Time: 1875.55 ms
[2020-11-22 03:04:16	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0310374 | val_loss: 0.0312303 | Time: 1874.57 ms
[2020-11-22 03:04:18	                main:574]	:	INFO	:	Epoch 960 | loss: 0.031037 | val_loss: 0.0312311 | Time: 1854.67 ms
[2020-11-22 03:04:20	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0310304 | val_loss: 0.0312267 | Time: 1878.45 ms
[2020-11-22 03:04:22	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0310406 | val_loss: 0.031221 | Time: 1851.44 ms
[2020-11-22 03:04:24	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0310375 | val_loss: 0.0312442 | Time: 1848.88 ms
[2020-11-22 03:04:26	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0310328 | val_loss: 0.0312312 | Time: 1864.02 ms
[2020-11-22 03:04:27	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0310364 | val_loss: 0.0312345 | Time: 1842.37 ms
[2020-11-22 03:04:29	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0310388 | val_loss: 0.0312343 | Time: 1852.95 ms
[2020-11-22 03:04:31	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0310392 | val_loss: 0.0312425 | Time: 1849.78 ms
[2020-11-22 03:04:33	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0310418 | val_loss: 0.0312278 | Time: 1857.24 ms
[2020-11-22 03:04:35	                main:574]	:	INFO	:	Epoch 969 | loss: 0.031038 | val_loss: 0.0312293 | Time: 1860.22 ms
[2020-11-22 03:04:37	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0310344 | val_loss: 0.0312323 | Time: 1872.75 ms
[2020-11-22 03:04:39	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0310456 | val_loss: 0.0312368 | Time: 1865.86 ms
[2020-11-22 03:04:40	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0310543 | val_loss: 0.0312139 | Time: 1879.41 ms
[2020-11-22 03:04:42	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0310476 | val_loss: 0.0312284 | Time: 1872.21 ms
[2020-11-22 03:04:44	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0310457 | val_loss: 0.0312177 | Time: 1864.02 ms
[2020-11-22 03:04:46	                main:574]	:	INFO	:	Epoch 975 | loss: 0.031044 | val_loss: 0.0312125 | Time: 1864.29 ms
[2020-11-22 03:04:48	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0310403 | val_loss: 0.0312109 | Time: 1853.35 ms
[2020-11-22 03:04:50	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0310368 | val_loss: 0.0312397 | Time: 1858.19 ms
[2020-11-22 03:04:52	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0310329 | val_loss: 0.0312259 | Time: 1846.88 ms
[2020-11-22 03:04:54	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0310332 | val_loss: 0.0312234 | Time: 1853.94 ms
[2020-11-22 03:04:55	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0310527 | val_loss: 0.0312316 | Time: 1856.43 ms
[2020-11-22 03:04:57	                main:574]	:	INFO	:	Epoch 981 | loss: 0.0310541 | val_loss: 0.031203 | Time: 1853.57 ms
[2020-11-22 03:04:59	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0310567 | val_loss: 0.0312195 | Time: 1876.57 ms
[2020-11-22 03:05:01	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0310462 | val_loss: 0.0312325 | Time: 1868.3 ms
[2020-11-22 03:05:03	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0310354 | val_loss: 0.0312241 | Time: 1851.25 ms
[2020-11-22 03:05:05	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0310329 | val_loss: 0.0312357 | Time: 1858.14 ms
[2020-11-22 03:05:07	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0310355 | val_loss: 0.0312303 | Time: 1847.77 ms
[2020-11-22 03:05:08	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0310345 | val_loss: 0.0312224 | Time: 1841.99 ms
[2020-11-22 03:05:10	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0310398 | val_loss: 0.0312304 | Time: 1865.2 ms
[2020-11-22 03:05:12	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0310429 | val_loss: 0.0312373 | Time: 1845.52 ms
[2020-11-22 03:05:14	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0310632 | val_loss: 0.0312166 | Time: 1885.88 ms
[2020-11-22 03:05:16	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0310532 | val_loss: 0.0312155 | Time: 1867.64 ms
[2020-11-22 03:05:18	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0310491 | val_loss: 0.0312182 | Time: 1858.46 ms
[2020-11-22 03:05:20	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0310499 | val_loss: 0.0312241 | Time: 1877.2 ms
[2020-11-22 03:05:22	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0310419 | val_loss: 0.0312209 | Time: 1874.99 ms
[2020-11-22 03:05:23	                main:574]	:	INFO	:	Epoch 995 | loss: 0.031039 | val_loss: 0.0312081 | Time: 1866.47 ms
[2020-11-22 03:05:25	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0310408 | val_loss: 0.0312235 | Time: 1874.53 ms
[2020-11-22 03:05:27	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0310378 | val_loss: 0.0312298 | Time: 1868.11 ms
[2020-11-22 03:05:29	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0310359 | val_loss: 0.0312379 | Time: 1849.51 ms
[2020-11-22 03:05:31	                main:574]	:	INFO	:	Epoch 999 | loss: 0.031035 | val_loss: 0.0312204 | Time: 1839.88 ms
[2020-11-22 03:05:33	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0310323 | val_loss: 0.0312393 | Time: 1836.74 ms
[2020-11-22 03:05:35	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0310353 | val_loss: 0.031233 | Time: 1866.1 ms
[2020-11-22 03:05:36	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0310353 | val_loss: 0.0312359 | Time: 1848.41 ms
[2020-11-22 03:05:38	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0310394 | val_loss: 0.0312205 | Time: 1866.2 ms
[2020-11-22 03:05:40	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0310352 | val_loss: 0.0312327 | Time: 1860.27 ms
[2020-11-22 03:05:42	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.031032 | val_loss: 0.0312523 | Time: 1865.32 ms
[2020-11-22 03:05:44	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0310404 | val_loss: 0.0312271 | Time: 1863.86 ms
[2020-11-22 03:05:46	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0310375 | val_loss: 0.0312271 | Time: 1851.92 ms
[2020-11-22 03:05:48	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0310335 | val_loss: 0.0312327 | Time: 1859.63 ms
[2020-11-22 03:05:50	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0310326 | val_loss: 0.0312192 | Time: 1871.9 ms
[2020-11-22 03:05:51	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0310354 | val_loss: 0.031237 | Time: 1869.7 ms
[2020-11-22 03:05:53	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0310326 | val_loss: 0.0312307 | Time: 1874.45 ms
[2020-11-22 03:05:55	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0310384 | val_loss: 0.0312268 | Time: 1875.75 ms
[2020-11-22 03:05:57	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0310433 | val_loss: 0.0312269 | Time: 1853.08 ms
[2020-11-22 03:05:59	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0310382 | val_loss: 0.0312211 | Time: 1863.56 ms
[2020-11-22 03:06:01	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0310347 | val_loss: 0.0312309 | Time: 1869.1 ms
[2020-11-22 03:06:03	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0310284 | val_loss: 0.0312244 | Time: 1849.09 ms
[2020-11-22 03:06:05	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0310348 | val_loss: 0.0312454 | Time: 1861.97 ms
[2020-11-22 03:06:06	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0310408 | val_loss: 0.0312279 | Time: 1852.79 ms
[2020-11-22 03:06:08	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0310394 | val_loss: 0.0312427 | Time: 1858.66 ms
[2020-11-22 03:06:10	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.031038 | val_loss: 0.031222 | Time: 1879.54 ms
[2020-11-22 03:06:12	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0310322 | val_loss: 0.0312286 | Time: 1868.23 ms
[2020-11-22 03:06:14	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0310333 | val_loss: 0.0312259 | Time: 1858.66 ms
[2020-11-22 03:06:16	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0310328 | val_loss: 0.0312293 | Time: 1856.35 ms
[2020-11-22 03:06:18	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0310364 | val_loss: 0.0312333 | Time: 1862.24 ms
[2020-11-22 03:06:18	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0312333
[2020-11-22 03:06:18	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 03:06:18	                main:608]	:	INFO	:	Success, exiting..
03:06:18 (44844): 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)