Task 2965069

Name ParityMachine-1605152082-24808-3_0
Workunit 1339321
Created 16 Nov 2020, 2:32:42 UTC
Sent 22 Nov 2020, 6:10:25 UTC
Report deadline 29 Nov 2020, 6:10:25 UTC
Received 22 Nov 2020, 7:15:30 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 32 min 51 sec
CPU time 32 min 16 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>
oss: 0.0311394 | val_loss: 0.0311554 | Time: 1903.8 ms
[2020-11-22 07:59:04	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0311407 | val_loss: 0.031158 | Time: 1870.81 ms
[2020-11-22 07:59:06	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0311358 | val_loss: 0.0311552 | Time: 1877.56 ms
[2020-11-22 07:59:08	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0311348 | val_loss: 0.0311555 | Time: 1896.71 ms
[2020-11-22 07:59:10	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0311347 | val_loss: 0.0311531 | Time: 1896.1 ms
[2020-11-22 07:59:12	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0311357 | val_loss: 0.0311553 | Time: 1903.37 ms
[2020-11-22 07:59:14	                main:574]	:	INFO	:	Epoch 520 | loss: 0.031136 | val_loss: 0.0311594 | Time: 1886.17 ms
[2020-11-22 07:59:16	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0311358 | val_loss: 0.0311546 | Time: 1902.72 ms
[2020-11-22 07:59:18	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0311359 | val_loss: 0.0311537 | Time: 1898.57 ms
[2020-11-22 07:59:19	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0311336 | val_loss: 0.0311544 | Time: 1900.1 ms
[2020-11-22 07:59:21	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0311342 | val_loss: 0.0311531 | Time: 1886.62 ms
[2020-11-22 07:59:23	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0311344 | val_loss: 0.0311558 | Time: 1873.75 ms
[2020-11-22 07:59:25	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0311343 | val_loss: 0.031155 | Time: 1866.32 ms
[2020-11-22 07:59:27	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0311375 | val_loss: 0.0311543 | Time: 1892.51 ms
[2020-11-22 07:59:29	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0311362 | val_loss: 0.0311582 | Time: 1897.55 ms
[2020-11-22 07:59:31	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0311323 | val_loss: 0.0311546 | Time: 1911.03 ms
[2020-11-22 07:59:33	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 1893.18 ms
[2020-11-22 07:59:35	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0311351 | val_loss: 0.0311547 | Time: 1898.44 ms
[2020-11-22 07:59:37	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0311328 | val_loss: 0.0311555 | Time: 1894.62 ms
[2020-11-22 07:59:38	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0311365 | val_loss: 0.0311549 | Time: 1907.53 ms
[2020-11-22 07:59:40	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0311362 | val_loss: 0.0311526 | Time: 1897.76 ms
[2020-11-22 07:59:42	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0311356 | val_loss: 0.0311527 | Time: 1905.62 ms
[2020-11-22 07:59:44	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0311342 | val_loss: 0.0311531 | Time: 1900 ms
[2020-11-22 07:59:46	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0311319 | val_loss: 0.0311549 | Time: 1884.45 ms
[2020-11-22 07:59:48	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0311338 | val_loss: 0.0311552 | Time: 1882.49 ms
[2020-11-22 07:59:50	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0311313 | val_loss: 0.0311552 | Time: 1899.93 ms
[2020-11-22 07:59:52	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0311357 | val_loss: 0.0311511 | Time: 1909.46 ms
[2020-11-22 07:59:54	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0311331 | val_loss: 0.0311538 | Time: 1915.49 ms
[2020-11-22 07:59:56	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0311367 | val_loss: 0.0311528 | Time: 1921.44 ms
[2020-11-22 07:59:58	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0311328 | val_loss: 0.0311512 | Time: 1913.98 ms
[2020-11-22 07:59:59	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0311488 | val_loss: 0.0311606 | Time: 1912.97 ms
[2020-11-22 08:00:01	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0311528 | val_loss: 0.0311603 | Time: 1875.3 ms
[2020-11-22 08:00:03	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 1890.57 ms
[2020-11-22 08:00:05	                main:574]	:	INFO	:	Epoch 547 | loss: 0.031168 | val_loss: 0.0311752 | Time: 1884.08 ms
[2020-11-22 08:00:07	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 1892.79 ms
[2020-11-22 08:00:09	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0311628 | val_loss: 0.0311654 | Time: 1907.71 ms
[2020-11-22 08:00:11	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0311583 | val_loss: 0.0311647 | Time: 1888.96 ms
[2020-11-22 08:00:13	                main:574]	:	INFO	:	Epoch 551 | loss: 0.031159 | val_loss: 0.031163 | Time: 1886.29 ms
[2020-11-22 08:00:15	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 1907.98 ms
[2020-11-22 08:00:17	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0311571 | val_loss: 0.0311743 | Time: 1890.47 ms
[2020-11-22 08:00:18	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 1897.4 ms
[2020-11-22 08:00:20	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0311553 | val_loss: 0.031162 | Time: 1904.1 ms
[2020-11-22 08:00:22	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0311501 | val_loss: 0.0311642 | Time: 1898.74 ms
[2020-11-22 08:00:24	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 1902.02 ms
[2020-11-22 08:00:26	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 1889.12 ms
[2020-11-22 08:00:28	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0311527 | val_loss: 0.0311627 | Time: 1866.06 ms
[2020-11-22 08:00:30	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0311466 | val_loss: 0.0311555 | Time: 1872.54 ms
[2020-11-22 08:00:32	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0311452 | val_loss: 0.031155 | Time: 1874 ms
[2020-11-22 08:00:34	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0311452 | val_loss: 0.0311541 | Time: 1892.72 ms
[2020-11-22 08:00:35	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0311424 | val_loss: 0.0311532 | Time: 1890.55 ms
[2020-11-22 08:00:37	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 1908.19 ms
[2020-11-22 08:00:39	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0311447 | val_loss: 0.031154 | Time: 1916 ms
[2020-11-22 08:00:41	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0311493 | val_loss: 0.0311538 | Time: 1896.8 ms
[2020-11-22 08:00:43	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0311414 | val_loss: 0.0311572 | Time: 1914.35 ms
[2020-11-22 08:00:45	                main:574]	:	INFO	:	Epoch 568 | loss: 0.031142 | val_loss: 0.0311557 | Time: 1889.3 ms
[2020-11-22 08:00:47	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0311407 | val_loss: 0.0311588 | Time: 1902.37 ms
[2020-11-22 08:00:49	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 1974.81 ms
[2020-11-22 08:00:51	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0311381 | val_loss: 0.0311541 | Time: 2156.25 ms
[2020-11-22 08:00:53	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0311398 | val_loss: 0.0311546 | Time: 1988.4 ms
[2020-11-22 08:00:55	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0311415 | val_loss: 0.0311534 | Time: 1963.75 ms
[2020-11-22 08:00:57	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0311364 | val_loss: 0.0311518 | Time: 1913.19 ms
[2020-11-22 08:00:59	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0311362 | val_loss: 0.0311525 | Time: 1917.29 ms
[2020-11-22 08:01:01	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0311391 | val_loss: 0.0311558 | Time: 1937.56 ms
[2020-11-22 08:01:03	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0311372 | val_loss: 0.031151 | Time: 1884.67 ms
[2020-11-22 08:01:05	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0311353 | val_loss: 0.0311518 | Time: 1901.2 ms
[2020-11-22 08:01:07	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0311364 | val_loss: 0.031151 | Time: 1895.53 ms
[2020-11-22 08:01:08	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0311352 | val_loss: 0.0311541 | Time: 1891.25 ms
[2020-11-22 08:01:10	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0311335 | val_loss: 0.0311517 | Time: 1904.13 ms
[2020-11-22 08:01:12	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0311311 | val_loss: 0.0311538 | Time: 1879.19 ms
[2020-11-22 08:01:14	                main:574]	:	INFO	:	Epoch 583 | loss: 0.031133 | val_loss: 0.03115 | Time: 1900.15 ms
[2020-11-22 08:01:16	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0311293 | val_loss: 0.0311503 | Time: 1888.04 ms
[2020-11-22 08:01:18	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0311299 | val_loss: 0.031154 | Time: 1883.23 ms
[2020-11-22 08:01:20	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0311316 | val_loss: 0.0311501 | Time: 2011.62 ms
[2020-11-22 08:01:22	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 1954.69 ms
[2020-11-22 08:01:24	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0311298 | val_loss: 0.0311568 | Time: 1906.53 ms
[2020-11-22 08:01:26	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0311312 | val_loss: 0.0311486 | Time: 1968.9 ms
[2020-11-22 08:01:28	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0311279 | val_loss: 0.0311473 | Time: 1965.86 ms
[2020-11-22 08:01:30	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0311292 | val_loss: 0.031148 | Time: 1911.78 ms
[2020-11-22 08:01:32	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0311284 | val_loss: 0.0311488 | Time: 1875.43 ms
[2020-11-22 08:01:33	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0311294 | val_loss: 0.0311546 | Time: 1887.17 ms
[2020-11-22 08:01:35	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0311278 | val_loss: 0.031154 | Time: 1879.9 ms
[2020-11-22 08:01:37	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0311292 | val_loss: 0.0311518 | Time: 1878.94 ms
[2020-11-22 08:01:39	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0311265 | val_loss: 0.0311522 | Time: 1876.39 ms
[2020-11-22 08:01:41	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0311349 | val_loss: 0.031154 | Time: 1891.01 ms
[2020-11-22 08:01:43	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0311388 | val_loss: 0.0311561 | Time: 1881.29 ms
[2020-11-22 08:01:45	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0311388 | val_loss: 0.0311505 | Time: 1878.96 ms
[2020-11-22 08:01:47	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0311329 | val_loss: 0.0311508 | Time: 1906.79 ms
[2020-11-22 08:01:49	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0311317 | val_loss: 0.0311462 | Time: 1897.19 ms
[2020-11-22 08:01:51	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0311304 | val_loss: 0.0311452 | Time: 1968.9 ms
[2020-11-22 08:01:52	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0311258 | val_loss: 0.0311422 | Time: 1910.95 ms
[2020-11-22 08:01:54	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0311259 | val_loss: 0.031146 | Time: 1863.61 ms
[2020-11-22 08:01:56	                main:574]	:	INFO	:	Epoch 605 | loss: 0.031126 | val_loss: 0.031144 | Time: 1878.56 ms
[2020-11-22 08:01:58	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0311251 | val_loss: 0.0311483 | Time: 1881.79 ms
[2020-11-22 08:02:00	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0311303 | val_loss: 0.0311504 | Time: 1889.39 ms
[2020-11-22 08:02:02	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0311273 | val_loss: 0.0311454 | Time: 1893.49 ms
[2020-11-22 08:02:04	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0311251 | val_loss: 0.0311425 | Time: 1885.77 ms
[2020-11-22 08:02:06	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0311231 | val_loss: 0.0311419 | Time: 1891.85 ms
[2020-11-22 08:02:08	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0311253 | val_loss: 0.0311456 | Time: 1891.76 ms
[2020-11-22 08:02:10	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0311226 | val_loss: 0.0311459 | Time: 1886.54 ms
[2020-11-22 08:02:11	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0311212 | val_loss: 0.031139 | Time: 1898.11 ms
[2020-11-22 08:02:13	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0311218 | val_loss: 0.0311434 | Time: 1906.87 ms
[2020-11-22 08:02:15	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0311214 | val_loss: 0.0311397 | Time: 1901.07 ms
[2020-11-22 08:02:17	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0311198 | val_loss: 0.0311434 | Time: 1880.92 ms
[2020-11-22 08:02:19	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0311191 | val_loss: 0.0311416 | Time: 1897.76 ms
[2020-11-22 08:02:21	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0311184 | val_loss: 0.0311407 | Time: 1885.63 ms
[2020-11-22 08:02:23	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0311175 | val_loss: 0.0311406 | Time: 1892.09 ms
[2020-11-22 08:02:25	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0311183 | val_loss: 0.0311398 | Time: 1910.2 ms
[2020-11-22 08:02:27	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0311184 | val_loss: 0.0311409 | Time: 1893.5 ms
[2020-11-22 08:02:29	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0311162 | val_loss: 0.0311414 | Time: 1860.07 ms
[2020-11-22 08:02:30	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0311151 | val_loss: 0.0311365 | Time: 1882.98 ms
[2020-11-22 08:02:32	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0311148 | val_loss: 0.0311374 | Time: 1884.89 ms
[2020-11-22 08:02:34	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0311196 | val_loss: 0.0311394 | Time: 1892.42 ms
[2020-11-22 08:02:36	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0311164 | val_loss: 0.0311402 | Time: 1881.22 ms
[2020-11-22 08:02:38	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0311141 | val_loss: 0.0311381 | Time: 1893.18 ms
[2020-11-22 08:02:40	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0311132 | val_loss: 0.0311375 | Time: 1928.32 ms
[2020-11-22 08:02:42	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0311124 | val_loss: 0.0311398 | Time: 1885.35 ms
[2020-11-22 08:02:44	                main:574]	:	INFO	:	Epoch 630 | loss: 0.031113 | val_loss: 0.0311362 | Time: 1899.74 ms
[2020-11-22 08:02:46	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0311126 | val_loss: 0.031135 | Time: 1891.83 ms
[2020-11-22 08:02:48	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0311117 | val_loss: 0.0311374 | Time: 1890.15 ms
[2020-11-22 08:02:49	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0311145 | val_loss: 0.0311362 | Time: 1887.09 ms
[2020-11-22 08:02:51	                main:574]	:	INFO	:	Epoch 634 | loss: 0.031112 | val_loss: 0.0311355 | Time: 1880.76 ms
[2020-11-22 08:02:53	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0311113 | val_loss: 0.0311357 | Time: 1900.07 ms
[2020-11-22 08:02:55	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0311116 | val_loss: 0.0311373 | Time: 1876.02 ms
[2020-11-22 08:02:57	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0311116 | val_loss: 0.0311361 | Time: 1860.41 ms
[2020-11-22 08:02:59	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0311123 | val_loss: 0.0311395 | Time: 1902.73 ms
[2020-11-22 08:03:01	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0311154 | val_loss: 0.0311379 | Time: 1915.86 ms
[2020-11-22 08:03:03	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0311134 | val_loss: 0.0311459 | Time: 1908.34 ms
[2020-11-22 08:03:05	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0311135 | val_loss: 0.0311423 | Time: 1910.07 ms
[2020-11-22 08:03:07	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0311122 | val_loss: 0.0311385 | Time: 1911.42 ms
[2020-11-22 08:03:08	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0311117 | val_loss: 0.0311372 | Time: 1892.77 ms
[2020-11-22 08:03:10	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0311104 | val_loss: 0.0311372 | Time: 1887.29 ms
[2020-11-22 08:03:12	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0311121 | val_loss: 0.0311363 | Time: 1901.2 ms
[2020-11-22 08:03:14	                main:574]	:	INFO	:	Epoch 646 | loss: 0.03111 | val_loss: 0.0311391 | Time: 1895.11 ms
[2020-11-22 08:03:16	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0311122 | val_loss: 0.0311402 | Time: 1875 ms
[2020-11-22 08:03:18	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0311133 | val_loss: 0.0311344 | Time: 1859.83 ms
[2020-11-22 08:03:20	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0311093 | val_loss: 0.0311376 | Time: 1882.04 ms
[2020-11-22 08:03:22	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0311097 | val_loss: 0.0311415 | Time: 1885.23 ms
[2020-11-22 08:03:24	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0311098 | val_loss: 0.031138 | Time: 1897.54 ms
[2020-11-22 08:03:25	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0311107 | val_loss: 0.0311399 | Time: 1886.9 ms
[2020-11-22 08:03:27	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0311161 | val_loss: 0.0311429 | Time: 1883.22 ms
[2020-11-22 08:03:29	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0311117 | val_loss: 0.0311363 | Time: 1868.85 ms
[2020-11-22 08:03:31	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0311088 | val_loss: 0.0311399 | Time: 1896.18 ms
[2020-11-22 08:03:33	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0311111 | val_loss: 0.0311407 | Time: 1908.59 ms
[2020-11-22 08:03:35	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0311077 | val_loss: 0.0311376 | Time: 1913.83 ms
[2020-11-22 08:03:37	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0311088 | val_loss: 0.0311387 | Time: 1883.6 ms
[2020-11-22 08:03:39	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0311083 | val_loss: 0.0311406 | Time: 1880.4 ms
[2020-11-22 08:03:41	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0311082 | val_loss: 0.0311386 | Time: 1884.3 ms
[2020-11-22 08:03:43	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0311067 | val_loss: 0.0311379 | Time: 1903.51 ms
[2020-11-22 08:03:44	                main:574]	:	INFO	:	Epoch 662 | loss: 0.031108 | val_loss: 0.0311441 | Time: 1887.99 ms
[2020-11-22 08:03:46	                main:574]	:	INFO	:	Epoch 663 | loss: 0.031111 | val_loss: 0.0311367 | Time: 1873.24 ms
[2020-11-22 08:03:48	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0311094 | val_loss: 0.031143 | Time: 1875.83 ms
[2020-11-22 08:03:50	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0311086 | val_loss: 0.0311435 | Time: 1885.84 ms
[2020-11-22 08:03:52	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0311091 | val_loss: 0.0311397 | Time: 1903.63 ms
[2020-11-22 08:03:54	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0311071 | val_loss: 0.0311375 | Time: 1910.15 ms
[2020-11-22 08:03:56	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0311068 | val_loss: 0.0311335 | Time: 1900.23 ms
[2020-11-22 08:03:58	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0311134 | val_loss: 0.0311353 | Time: 1893.56 ms
[2020-11-22 08:04:00	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0311144 | val_loss: 0.0311329 | Time: 1909.36 ms
[2020-11-22 08:04:02	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0311131 | val_loss: 0.0311359 | Time: 1894.02 ms
[2020-11-22 08:04:03	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0311098 | val_loss: 0.0311354 | Time: 1880.15 ms
[2020-11-22 08:04:05	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0311134 | val_loss: 0.0311293 | Time: 1884.42 ms
[2020-11-22 08:04:07	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0311133 | val_loss: 0.0311309 | Time: 1867.74 ms
[2020-11-22 08:04:09	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0311159 | val_loss: 0.0311315 | Time: 1882.73 ms
[2020-11-22 08:04:11	                main:574]	:	INFO	:	Epoch 676 | loss: 0.031119 | val_loss: 0.0311426 | Time: 1900.66 ms
[2020-11-22 08:04:13	                main:574]	:	INFO	:	Epoch 677 | loss: 0.031122 | val_loss: 0.0311405 | Time: 1906.13 ms
[2020-11-22 08:04:15	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0311163 | val_loss: 0.0311389 | Time: 1926.58 ms
[2020-11-22 08:04:17	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0311138 | val_loss: 0.0311374 | Time: 1981.93 ms
[2020-11-22 08:04:19	                main:574]	:	INFO	:	Epoch 680 | loss: 0.031115 | val_loss: 0.0311339 | Time: 2008.77 ms
[2020-11-22 08:04:21	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0311153 | val_loss: 0.0311406 | Time: 1870.37 ms
[2020-11-22 08:04:23	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0311156 | val_loss: 0.0311372 | Time: 2003.69 ms
[2020-11-22 08:04:25	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0311116 | val_loss: 0.0311348 | Time: 1886.39 ms
[2020-11-22 08:04:27	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0311106 | val_loss: 0.0311335 | Time: 1885.25 ms
[2020-11-22 08:04:28	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0311104 | val_loss: 0.0311352 | Time: 1930.92 ms
[2020-11-22 08:04:30	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0311093 | val_loss: 0.0311348 | Time: 1901.82 ms
[2020-11-22 08:04:32	                main:574]	:	INFO	:	Epoch 687 | loss: 0.031107 | val_loss: 0.0311345 | Time: 1911.89 ms
[2020-11-22 08:04:34	                main:574]	:	INFO	:	Epoch 688 | loss: 0.031106 | val_loss: 0.031137 | Time: 1901.54 ms
[2020-11-22 08:04:36	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0311089 | val_loss: 0.0311396 | Time: 1893.12 ms
[2020-11-22 08:04:38	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0311118 | val_loss: 0.0311507 | Time: 1915.91 ms
[2020-11-22 08:04:40	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0311093 | val_loss: 0.0311393 | Time: 1889.24 ms
[2020-11-22 08:04:42	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0311048 | val_loss: 0.0311369 | Time: 1915.51 ms
[2020-11-22 08:04:44	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0311057 | val_loss: 0.0311376 | Time: 1884.94 ms
[2020-11-22 08:04:46	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0311036 | val_loss: 0.0311386 | Time: 1878.49 ms
[2020-11-22 08:04:48	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0311039 | val_loss: 0.031139 | Time: 1882.04 ms
[2020-11-22 08:04:49	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0311024 | val_loss: 0.0311395 | Time: 1969.22 ms
[2020-11-22 08:04:51	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0311044 | val_loss: 0.0311427 | Time: 1912.36 ms
[2020-11-22 08:04:53	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0311048 | val_loss: 0.0311386 | Time: 1887.17 ms
[2020-11-22 08:04:55	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0311028 | val_loss: 0.0311357 | Time: 1920.76 ms
[2020-11-22 08:04:57	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0311015 | val_loss: 0.0311367 | Time: 1909.96 ms
[2020-11-22 08:04:59	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0311016 | val_loss: 0.0311395 | Time: 2051.04 ms
[2020-11-22 08:05:01	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0311036 | val_loss: 0.0311377 | Time: 1907.51 ms
[2020-11-22 08:05:03	                main:574]	:	INFO	:	Epoch 703 | loss: 0.031104 | val_loss: 0.0311395 | Time: 1897.6 ms
[2020-11-22 08:05:05	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0311027 | val_loss: 0.0311347 | Time: 1878.01 ms
[2020-11-22 08:05:07	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0311012 | val_loss: 0.0311412 | Time: 1895.25 ms
[2020-11-22 08:05:09	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0311039 | val_loss: 0.0311383 | Time: 1876.18 ms
[2020-11-22 08:05:11	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0311052 | val_loss: 0.031132 | Time: 1874.47 ms
[2020-11-22 08:05:12	                main:574]	:	INFO	:	Epoch 708 | loss: 0.031103 | val_loss: 0.0311367 | Time: 1899.67 ms
[2020-11-22 08:05:14	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0311111 | val_loss: 0.0311424 | Time: 1884.05 ms
[2020-11-22 08:05:16	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0311122 | val_loss: 0.0311382 | Time: 1900.59 ms
[2020-11-22 08:05:18	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0311077 | val_loss: 0.0311355 | Time: 1881.24 ms
[2020-11-22 08:05:20	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0311063 | val_loss: 0.0311326 | Time: 1899.51 ms
[2020-11-22 08:05:22	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0311022 | val_loss: 0.0311346 | Time: 1894.05 ms
[2020-11-22 08:05:24	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0311019 | val_loss: 0.0311298 | Time: 1890.85 ms
[2020-11-22 08:05:26	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0311043 | val_loss: 0.0311384 | Time: 1891.32 ms
[2020-11-22 08:05:28	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0311032 | val_loss: 0.0311328 | Time: 1880.41 ms
[2020-11-22 08:05:30	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0310999 | val_loss: 0.0311372 | Time: 1916.95 ms
[2020-11-22 08:05:31	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0311008 | val_loss: 0.0311373 | Time: 1902.46 ms
[2020-11-22 08:05:33	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0310972 | val_loss: 0.031133 | Time: 1895.08 ms
[2020-11-22 08:05:35	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0310992 | val_loss: 0.0311363 | Time: 1921.66 ms
[2020-11-22 08:05:37	                main:574]	:	INFO	:	Epoch 721 | loss: 0.031099 | val_loss: 0.0311372 | Time: 1893.17 ms
[2020-11-22 08:05:39	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0311003 | val_loss: 0.0311338 | Time: 1892.81 ms
[2020-11-22 08:05:41	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0310984 | val_loss: 0.0311336 | Time: 1909.67 ms
[2020-11-22 08:05:43	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0311005 | val_loss: 0.0311396 | Time: 1892.2 ms
[2020-11-22 08:05:45	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0311021 | val_loss: 0.0311413 | Time: 2096.27 ms
[2020-11-22 08:05:47	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0310979 | val_loss: 0.0311354 | Time: 1915.15 ms
[2020-11-22 08:05:49	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0310973 | val_loss: 0.0311347 | Time: 1914.05 ms
[2020-11-22 08:05:51	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0310988 | val_loss: 0.0311359 | Time: 1944.32 ms
[2020-11-22 08:05:53	                main:574]	:	INFO	:	Epoch 729 | loss: 0.031099 | val_loss: 0.0311437 | Time: 1875.43 ms
[2020-11-22 08:05:55	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0310995 | val_loss: 0.0311353 | Time: 1895.39 ms
[2020-11-22 08:05:57	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0310976 | val_loss: 0.0311333 | Time: 1917.93 ms
[2020-11-22 08:05:58	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0310985 | val_loss: 0.0311362 | Time: 1927.39 ms
[2020-11-22 08:06:00	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0310963 | val_loss: 0.0311385 | Time: 1945.43 ms
[2020-11-22 08:06:02	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0310994 | val_loss: 0.0311401 | Time: 1917.22 ms
[2020-11-22 08:06:04	                main:574]	:	INFO	:	Epoch 735 | loss: 0.031102 | val_loss: 0.0311313 | Time: 1950.06 ms
[2020-11-22 08:06:06	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0310993 | val_loss: 0.0311317 | Time: 1880.03 ms
[2020-11-22 08:06:08	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0311014 | val_loss: 0.0311333 | Time: 1995.84 ms
[2020-11-22 08:06:10	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0311034 | val_loss: 0.0311292 | Time: 1887.38 ms
[2020-11-22 08:06:12	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0311033 | val_loss: 0.0311299 | Time: 1891.08 ms
[2020-11-22 08:06:14	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0311109 | val_loss: 0.0311335 | Time: 1914.78 ms
[2020-11-22 08:06:16	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0311043 | val_loss: 0.0311275 | Time: 1925.46 ms
[2020-11-22 08:06:18	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0311001 | val_loss: 0.0311268 | Time: 2037.68 ms
[2020-11-22 08:06:20	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0311002 | val_loss: 0.0311328 | Time: 1944.06 ms
[2020-11-22 08:06:22	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0311039 | val_loss: 0.0311303 | Time: 1897.13 ms
[2020-11-22 08:06:24	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0310991 | val_loss: 0.0311314 | Time: 1885.08 ms
[2020-11-22 08:06:26	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0310953 | val_loss: 0.0311341 | Time: 1884.85 ms
[2020-11-22 08:06:27	                main:574]	:	INFO	:	Epoch 747 | loss: 0.0310982 | val_loss: 0.0311389 | Time: 1871.34 ms
[2020-11-22 08:06:29	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0310989 | val_loss: 0.0311291 | Time: 1860.35 ms
[2020-11-22 08:06:31	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0310969 | val_loss: 0.0311299 | Time: 1923.11 ms
[2020-11-22 08:06:33	                main:574]	:	INFO	:	Epoch 750 | loss: 0.031093 | val_loss: 0.0311294 | Time: 1912.6 ms
[2020-11-22 08:06:35	                main:574]	:	INFO	:	Epoch 751 | loss: 0.031094 | val_loss: 0.0311322 | Time: 1911.42 ms
[2020-11-22 08:06:37	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0310966 | val_loss: 0.0311422 | Time: 1947.12 ms
[2020-11-22 08:06:39	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0310971 | val_loss: 0.0311301 | Time: 2007.57 ms
[2020-11-22 08:06:41	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0310925 | val_loss: 0.031135 | Time: 1889.62 ms
[2020-11-22 08:06:43	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0310971 | val_loss: 0.0311408 | Time: 1887.27 ms
[2020-11-22 08:06:45	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0310956 | val_loss: 0.0311358 | Time: 1898.49 ms
[2020-11-22 08:06:47	                main:574]	:	INFO	:	Epoch 757 | loss: 0.031097 | val_loss: 0.0311329 | Time: 1870.36 ms
[2020-11-22 08:06:48	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0311036 | val_loss: 0.0311342 | Time: 1885.29 ms
[2020-11-22 08:06:50	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0311082 | val_loss: 0.0311365 | Time: 1880.62 ms
[2020-11-22 08:06:52	                main:574]	:	INFO	:	Epoch 760 | loss: 0.031106 | val_loss: 0.0311296 | Time: 1888.04 ms
[2020-11-22 08:06:54	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0311019 | val_loss: 0.0311303 | Time: 1878.36 ms
[2020-11-22 08:06:56	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0311017 | val_loss: 0.0311345 | Time: 1900.27 ms
[2020-11-22 08:06:58	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0311064 | val_loss: 0.031141 | Time: 1928.62 ms
[2020-11-22 08:07:00	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0311053 | val_loss: 0.0311393 | Time: 1936.77 ms
[2020-11-22 08:07:02	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0311022 | val_loss: 0.0311346 | Time: 1919.67 ms
[2020-11-22 08:07:04	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0310978 | val_loss: 0.0311365 | Time: 2022.83 ms
[2020-11-22 08:07:06	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0310961 | val_loss: 0.0311337 | Time: 1911.54 ms
[2020-11-22 08:07:08	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0310968 | val_loss: 0.0311435 | Time: 2029.81 ms
[2020-11-22 08:07:10	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0310985 | val_loss: 0.031141 | Time: 1899.73 ms
[2020-11-22 08:07:12	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0310987 | val_loss: 0.0311364 | Time: 1889.15 ms
[2020-11-22 08:07:14	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0311009 | val_loss: 0.031135 | Time: 2007.14 ms
[2020-11-22 08:07:16	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0310993 | val_loss: 0.0311321 | Time: 1909.3 ms
[2020-11-22 08:07:18	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0310955 | val_loss: 0.03113 | Time: 1988.9 ms
[2020-11-22 08:07:19	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0310981 | val_loss: 0.0311341 | Time: 1916.96 ms
[2020-11-22 08:07:21	                main:574]	:	INFO	:	Epoch 775 | loss: 0.031096 | val_loss: 0.0311419 | Time: 1909.56 ms
[2020-11-22 08:07:23	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0311079 | val_loss: 0.0311317 | Time: 1891.77 ms
[2020-11-22 08:07:25	                main:574]	:	INFO	:	Epoch 777 | loss: 0.031108 | val_loss: 0.0311386 | Time: 1902.84 ms
[2020-11-22 08:07:27	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0311112 | val_loss: 0.0311363 | Time: 1894.78 ms
[2020-11-22 08:07:29	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0311082 | val_loss: 0.0311362 | Time: 1884.15 ms
[2020-11-22 08:07:31	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0311088 | val_loss: 0.0311315 | Time: 1878.75 ms
[2020-11-22 08:07:33	                main:574]	:	INFO	:	Epoch 781 | loss: 0.031103 | val_loss: 0.0311359 | Time: 1915.99 ms
[2020-11-22 08:07:35	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0311016 | val_loss: 0.0311338 | Time: 1947.49 ms
[2020-11-22 08:07:37	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0310985 | val_loss: 0.0311293 | Time: 1913.97 ms
[2020-11-22 08:07:39	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0310953 | val_loss: 0.0311321 | Time: 1905.73 ms
[2020-11-22 08:07:40	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0310956 | val_loss: 0.0311302 | Time: 1883.37 ms
[2020-11-22 08:07:42	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0310948 | val_loss: 0.03113 | Time: 1881.98 ms
[2020-11-22 08:07:44	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0310961 | val_loss: 0.0311244 | Time: 1890.94 ms
[2020-11-22 08:07:46	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0310949 | val_loss: 0.0311268 | Time: 1880.74 ms
[2020-11-22 08:07:48	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0310951 | val_loss: 0.0311312 | Time: 1892.02 ms
[2020-11-22 08:07:50	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0310943 | val_loss: 0.0311318 | Time: 1882.68 ms
[2020-11-22 08:07:52	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0310923 | val_loss: 0.0311354 | Time: 1877.44 ms
[2020-11-22 08:07:54	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0310927 | val_loss: 0.0311279 | Time: 1875.13 ms
[2020-11-22 08:07:56	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0310931 | val_loss: 0.0311294 | Time: 1892.15 ms
[2020-11-22 08:07:57	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0310925 | val_loss: 0.0311362 | Time: 1906.4 ms
[2020-11-22 08:07:59	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0310959 | val_loss: 0.031131 | Time: 1882.15 ms
[2020-11-22 08:08:01	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0310962 | val_loss: 0.0311316 | Time: 1896.91 ms
[2020-11-22 08:08:03	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0310904 | val_loss: 0.0311332 | Time: 1883.26 ms
[2020-11-22 08:08:05	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0310876 | val_loss: 0.0311296 | Time: 1920.67 ms
[2020-11-22 08:08:07	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0310899 | val_loss: 0.0311325 | Time: 1910.64 ms
[2020-11-22 08:08:09	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0310886 | val_loss: 0.0311331 | Time: 1881.33 ms
[2020-11-22 08:08:11	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0310896 | val_loss: 0.0311375 | Time: 1864 ms
[2020-11-22 08:08:13	                main:574]	:	INFO	:	Epoch 802 | loss: 0.0310912 | val_loss: 0.0311332 | Time: 1865.49 ms
[2020-11-22 08:08:15	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0310952 | val_loss: 0.0311317 | Time: 1863.05 ms
[2020-11-22 08:08:16	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0310904 | val_loss: 0.0311309 | Time: 1878.28 ms
[2020-11-22 08:08:18	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0310887 | val_loss: 0.0311297 | Time: 1882.22 ms
[2020-11-22 08:08:20	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0310924 | val_loss: 0.0311399 | Time: 1902.2 ms
[2020-11-22 08:08:22	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0311172 | val_loss: 0.0311563 | Time: 1902.89 ms
[2020-11-22 08:08:24	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0311185 | val_loss: 0.0311392 | Time: 1896.64 ms
[2020-11-22 08:08:26	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0311074 | val_loss: 0.0311409 | Time: 1906.65 ms
[2020-11-22 08:08:28	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0311009 | val_loss: 0.0311319 | Time: 1887.69 ms
[2020-11-22 08:08:30	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0310976 | val_loss: 0.0311422 | Time: 1895.08 ms
[2020-11-22 08:08:32	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0310957 | val_loss: 0.0311307 | Time: 1877.65 ms
[2020-11-22 08:08:33	                main:574]	:	INFO	:	Epoch 813 | loss: 0.0310936 | val_loss: 0.0311274 | Time: 1870.94 ms
[2020-11-22 08:08:35	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0310971 | val_loss: 0.0311323 | Time: 1877.04 ms
[2020-11-22 08:08:37	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0311022 | val_loss: 0.0311401 | Time: 1878.23 ms
[2020-11-22 08:08:39	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0311002 | val_loss: 0.0311308 | Time: 1908.59 ms
[2020-11-22 08:08:41	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0311058 | val_loss: 0.0311337 | Time: 1932.59 ms
[2020-11-22 08:08:43	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0311041 | val_loss: 0.0311307 | Time: 1925.96 ms
[2020-11-22 08:08:45	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0311008 | val_loss: 0.0311271 | Time: 1923.37 ms
[2020-11-22 08:08:47	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0310971 | val_loss: 0.031128 | Time: 1893.97 ms
[2020-11-22 08:08:49	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0310952 | val_loss: 0.0311325 | Time: 1906.17 ms
[2020-11-22 08:08:51	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0310953 | val_loss: 0.031131 | Time: 1869.68 ms
[2020-11-22 08:08:53	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0310915 | val_loss: 0.0311255 | Time: 1865.69 ms
[2020-11-22 08:08:54	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0310891 | val_loss: 0.0311343 | Time: 1892.33 ms
[2020-11-22 08:08:56	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0310901 | val_loss: 0.0311294 | Time: 1906.8 ms
[2020-11-22 08:08:58	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0310888 | val_loss: 0.0311274 | Time: 1877.62 ms
[2020-11-22 08:09:00	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0310897 | val_loss: 0.0311252 | Time: 1896.35 ms
[2020-11-22 08:09:02	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0310892 | val_loss: 0.0311218 | Time: 1915.69 ms
[2020-11-22 08:09:04	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0310888 | val_loss: 0.031124 | Time: 1891.72 ms
[2020-11-22 08:09:06	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0310864 | val_loss: 0.0311209 | Time: 1889.07 ms
[2020-11-22 08:09:08	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0310836 | val_loss: 0.0311225 | Time: 1883.79 ms
[2020-11-22 08:09:10	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0310846 | val_loss: 0.0311232 | Time: 1883.19 ms
[2020-11-22 08:09:12	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0310837 | val_loss: 0.0311236 | Time: 1878.27 ms
[2020-11-22 08:09:13	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0310816 | val_loss: 0.0311207 | Time: 1860.33 ms
[2020-11-22 08:09:15	                main:574]	:	INFO	:	Epoch 835 | loss: 0.031083 | val_loss: 0.0311232 | Time: 1892.89 ms
[2020-11-22 08:09:17	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0310863 | val_loss: 0.0311258 | Time: 1892.31 ms
[2020-11-22 08:09:19	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0310819 | val_loss: 0.031125 | Time: 1903.7 ms
[2020-11-22 08:09:21	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0310836 | val_loss: 0.0311276 | Time: 1897.18 ms
[2020-11-22 08:09:23	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0310835 | val_loss: 0.0311245 | Time: 1902.84 ms
[2020-11-22 08:09:25	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0310859 | val_loss: 0.0311288 | Time: 1882.94 ms
[2020-11-22 08:09:27	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0310867 | val_loss: 0.0311269 | Time: 1897.6 ms
[2020-11-22 08:09:29	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0310834 | val_loss: 0.0311236 | Time: 1893.23 ms
[2020-11-22 08:09:31	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0310863 | val_loss: 0.0311226 | Time: 1895.99 ms
[2020-11-22 08:09:32	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0310846 | val_loss: 0.0311189 | Time: 1888.84 ms
[2020-11-22 08:09:34	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0310841 | val_loss: 0.0311261 | Time: 1893.15 ms
[2020-11-22 08:09:36	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0310886 | val_loss: 0.0311252 | Time: 1897.07 ms
[2020-11-22 08:09:38	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0310929 | val_loss: 0.0311256 | Time: 1898.4 ms
[2020-11-22 08:09:40	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0310968 | val_loss: 0.0311242 | Time: 1912.42 ms
[2020-11-22 08:09:42	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0311002 | val_loss: 0.0311238 | Time: 1934.96 ms
[2020-11-22 08:09:44	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0310994 | val_loss: 0.0311304 | Time: 1889.62 ms
[2020-11-22 08:09:46	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0310985 | val_loss: 0.0311231 | Time: 1907.12 ms
[2020-11-22 08:09:48	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0310989 | val_loss: 0.0311252 | Time: 1897.81 ms
[2020-11-22 08:09:50	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0310942 | val_loss: 0.0311219 | Time: 1908.62 ms
[2020-11-22 08:09:52	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0311157 | val_loss: 0.0311484 | Time: 1895.98 ms
[2020-11-22 08:09:53	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 1880.76 ms
[2020-11-22 08:09:55	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0311742 | val_loss: 0.0311741 | Time: 1929.3 ms
[2020-11-22 08:09:57	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0311669 | val_loss: 0.0311641 | Time: 1893.53 ms
[2020-11-22 08:09:59	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0311568 | val_loss: 0.0311601 | Time: 1877.84 ms
[2020-11-22 08:10:01	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0311523 | val_loss: 0.0311559 | Time: 1876.79 ms
[2020-11-22 08:10:03	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0311506 | val_loss: 0.0311731 | Time: 1877.38 ms
[2020-11-22 08:10:05	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0311552 | val_loss: 0.0311558 | Time: 1901.28 ms
[2020-11-22 08:10:07	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0311462 | val_loss: 0.0311499 | Time: 1885.49 ms
[2020-11-22 08:10:09	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0311441 | val_loss: 0.0311528 | Time: 1893.53 ms
[2020-11-22 08:10:11	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0311431 | val_loss: 0.0311475 | Time: 1909.66 ms
[2020-11-22 08:10:12	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0311397 | val_loss: 0.0311478 | Time: 1897.11 ms
[2020-11-22 08:10:14	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0311379 | val_loss: 0.0311503 | Time: 1906.95 ms
[2020-11-22 08:10:16	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0311379 | val_loss: 0.0311466 | Time: 1881.63 ms
[2020-11-22 08:10:18	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0311339 | val_loss: 0.031144 | Time: 1885.47 ms
[2020-11-22 08:10:20	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0311329 | val_loss: 0.0311427 | Time: 1875.16 ms
[2020-11-22 08:10:22	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0311324 | val_loss: 0.0311439 | Time: 1868.08 ms
[2020-11-22 08:10:24	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0311314 | val_loss: 0.0311442 | Time: 1871.3 ms
[2020-11-22 08:10:26	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0311318 | val_loss: 0.0311439 | Time: 1899.01 ms
[2020-11-22 08:10:28	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0311306 | val_loss: 0.0311429 | Time: 1891.76 ms
[2020-11-22 08:10:29	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0311294 | val_loss: 0.031156 | Time: 1904.35 ms
[2020-11-22 08:10:31	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0311329 | val_loss: 0.0311452 | Time: 1902.07 ms
[2020-11-22 08:10:33	                main:574]	:	INFO	:	Epoch 876 | loss: 0.031138 | val_loss: 0.0311484 | Time: 1901.76 ms
[2020-11-22 08:10:35	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0311363 | val_loss: 0.031144 | Time: 1894.7 ms
[2020-11-22 08:10:37	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0311307 | val_loss: 0.0311444 | Time: 1867.5 ms
[2020-11-22 08:10:39	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0311285 | val_loss: 0.0311406 | Time: 1884.75 ms
[2020-11-22 08:10:41	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0311235 | val_loss: 0.0311372 | Time: 1879.8 ms
[2020-11-22 08:10:43	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0311219 | val_loss: 0.0311376 | Time: 1885.94 ms
[2020-11-22 08:10:45	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0311243 | val_loss: 0.0311471 | Time: 1898.36 ms
[2020-11-22 08:10:47	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0311255 | val_loss: 0.0311376 | Time: 1887.34 ms
[2020-11-22 08:10:48	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0311224 | val_loss: 0.0311395 | Time: 1882.62 ms
[2020-11-22 08:10:50	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0311221 | val_loss: 0.0311361 | Time: 1896.03 ms
[2020-11-22 08:10:52	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0311187 | val_loss: 0.0311378 | Time: 1898.76 ms
[2020-11-22 08:10:54	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0311198 | val_loss: 0.0311365 | Time: 1908.11 ms
[2020-11-22 08:10:56	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0311181 | val_loss: 0.0311367 | Time: 1876.28 ms
[2020-11-22 08:10:58	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0311164 | val_loss: 0.031137 | Time: 1879.14 ms
[2020-11-22 08:11:00	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0311174 | val_loss: 0.0311413 | Time: 1895.91 ms
[2020-11-22 08:11:02	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0311182 | val_loss: 0.0311407 | Time: 1909.55 ms
[2020-11-22 08:11:04	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0311167 | val_loss: 0.03114 | Time: 1884.51 ms
[2020-11-22 08:11:06	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0311175 | val_loss: 0.031139 | Time: 1899.22 ms
[2020-11-22 08:11:07	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0311152 | val_loss: 0.0311369 | Time: 1882.06 ms
[2020-11-22 08:11:09	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0311133 | val_loss: 0.031138 | Time: 1877.01 ms
[2020-11-22 08:11:11	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0311154 | val_loss: 0.0311383 | Time: 1886.73 ms
[2020-11-22 08:11:13	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0311138 | val_loss: 0.0311388 | Time: 1895.53 ms
[2020-11-22 08:11:15	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0311128 | val_loss: 0.0311389 | Time: 1888.34 ms
[2020-11-22 08:11:17	                main:574]	:	INFO	:	Epoch 899 | loss: 0.031114 | val_loss: 0.0311396 | Time: 1901.39 ms
[2020-11-22 08:11:19	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0311138 | val_loss: 0.0311376 | Time: 1890.58 ms
[2020-11-22 08:11:21	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0311141 | val_loss: 0.0311384 | Time: 1892.55 ms
[2020-11-22 08:11:23	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0311112 | val_loss: 0.0311345 | Time: 1885.01 ms
[2020-11-22 08:11:24	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0311124 | val_loss: 0.0311368 | Time: 1895.74 ms
[2020-11-22 08:11:26	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0311126 | val_loss: 0.0311436 | Time: 1884.33 ms
[2020-11-22 08:11:28	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0311109 | val_loss: 0.0311375 | Time: 1879.96 ms
[2020-11-22 08:11:30	                main:574]	:	INFO	:	Epoch 906 | loss: 0.031108 | val_loss: 0.031135 | Time: 1907.09 ms
[2020-11-22 08:11:32	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0311076 | val_loss: 0.0311367 | Time: 1901.31 ms
[2020-11-22 08:11:34	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0311083 | val_loss: 0.0311344 | Time: 1898.31 ms
[2020-11-22 08:11:36	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0311095 | val_loss: 0.0311349 | Time: 1910.73 ms
[2020-11-22 08:11:38	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0311109 | val_loss: 0.031137 | Time: 1897.15 ms
[2020-11-22 08:11:40	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0311156 | val_loss: 0.0311355 | Time: 1913.61 ms
[2020-11-22 08:11:42	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0311102 | val_loss: 0.0311387 | Time: 1889.38 ms
[2020-11-22 08:11:44	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0311102 | val_loss: 0.0311362 | Time: 1887.43 ms
[2020-11-22 08:11:45	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0311108 | val_loss: 0.0311349 | Time: 1871.49 ms
[2020-11-22 08:11:47	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0311087 | val_loss: 0.0311357 | Time: 1870.67 ms
[2020-11-22 08:11:49	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0311062 | val_loss: 0.031136 | Time: 1862.95 ms
[2020-11-22 08:11:51	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0311056 | val_loss: 0.0311374 | Time: 1872.58 ms
[2020-11-22 08:11:53	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0311045 | val_loss: 0.031139 | Time: 1888.23 ms
[2020-11-22 08:11:55	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311061 | val_loss: 0.0311415 | Time: 1881.34 ms
[2020-11-22 08:11:57	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0311053 | val_loss: 0.0311369 | Time: 1902.89 ms
[2020-11-22 08:11:59	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0311141 | val_loss: 0.0311453 | Time: 1906.31 ms
[2020-11-22 08:12:01	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0311165 | val_loss: 0.0311383 | Time: 1912.84 ms
[2020-11-22 08:12:02	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0311094 | val_loss: 0.0311372 | Time: 1940.32 ms
[2020-11-22 08:12:04	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0311112 | val_loss: 0.0311381 | Time: 1892.39 ms
[2020-11-22 08:12:06	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0311072 | val_loss: 0.0311365 | Time: 1879.72 ms
[2020-11-22 08:12:08	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0311061 | val_loss: 0.0311353 | Time: 1863.98 ms
[2020-11-22 08:12:10	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0311043 | val_loss: 0.0311372 | Time: 1873.94 ms
[2020-11-22 08:12:12	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0311049 | val_loss: 0.031139 | Time: 1875.07 ms
[2020-11-22 08:12:14	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0311092 | val_loss: 0.0311368 | Time: 1901.84 ms
[2020-11-22 08:12:16	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0311082 | val_loss: 0.0311358 | Time: 1904.33 ms
[2020-11-22 08:12:18	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0311081 | val_loss: 0.0311364 | Time: 1901.92 ms
[2020-11-22 08:12:20	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0311048 | val_loss: 0.031133 | Time: 1926.79 ms
[2020-11-22 08:12:22	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0311071 | val_loss: 0.0311339 | Time: 1918.63 ms
[2020-11-22 08:12:23	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0311128 | val_loss: 0.0311322 | Time: 1904.29 ms
[2020-11-22 08:12:25	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0311058 | val_loss: 0.031135 | Time: 1893.32 ms
[2020-11-22 08:12:27	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0311031 | val_loss: 0.0311359 | Time: 1881.94 ms
[2020-11-22 08:12:29	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0311046 | val_loss: 0.031137 | Time: 1897.03 ms
[2020-11-22 08:12:31	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0311045 | val_loss: 0.0311321 | Time: 1921.89 ms
[2020-11-22 08:12:33	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0311052 | val_loss: 0.0311345 | Time: 1922.36 ms
[2020-11-22 08:12:35	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0311076 | val_loss: 0.0311392 | Time: 1904.96 ms
[2020-11-22 08:12:37	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311078 | val_loss: 0.0311324 | Time: 1905.22 ms
[2020-11-22 08:12:39	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311072 | val_loss: 0.0311307 | Time: 1916.26 ms
[2020-11-22 08:12:41	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0311066 | val_loss: 0.0311337 | Time: 1908.85 ms
[2020-11-22 08:12:43	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0311038 | val_loss: 0.0311372 | Time: 1893.49 ms
[2020-11-22 08:12:44	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311072 | val_loss: 0.0311347 | Time: 1867.45 ms
[2020-11-22 08:12:46	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0311062 | val_loss: 0.0311351 | Time: 1883.53 ms
[2020-11-22 08:12:48	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311033 | val_loss: 0.0311347 | Time: 1873.76 ms
[2020-11-22 08:12:50	                main:574]	:	INFO	:	Epoch 948 | loss: 0.031103 | val_loss: 0.0311314 | Time: 1894.14 ms
[2020-11-22 08:12:52	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311029 | val_loss: 0.0311336 | Time: 1896.5 ms
[2020-11-22 08:12:54	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311041 | val_loss: 0.0311337 | Time: 1899.59 ms
[2020-11-22 08:12:56	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0311031 | val_loss: 0.0311337 | Time: 1910.65 ms
[2020-11-22 08:12:58	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0311018 | val_loss: 0.031134 | Time: 1907.85 ms
[2020-11-22 08:13:00	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0311058 | val_loss: 0.0311361 | Time: 1902.36 ms
[2020-11-22 08:13:02	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0311052 | val_loss: 0.0311411 | Time: 1896.86 ms
[2020-11-22 08:13:03	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311038 | val_loss: 0.0311371 | Time: 1879.99 ms
[2020-11-22 08:13:05	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311051 | val_loss: 0.0311399 | Time: 1856.55 ms
[2020-11-22 08:13:07	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311025 | val_loss: 0.0311369 | Time: 1873.21 ms
[2020-11-22 08:13:09	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0311016 | val_loss: 0.0311362 | Time: 1885.34 ms
[2020-11-22 08:13:11	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0310984 | val_loss: 0.0311334 | Time: 1887.96 ms
[2020-11-22 08:13:13	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0310975 | val_loss: 0.0311316 | Time: 1893.47 ms
[2020-11-22 08:13:15	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0310977 | val_loss: 0.0311337 | Time: 1890.19 ms
[2020-11-22 08:13:17	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0311041 | val_loss: 0.031139 | Time: 1903.36 ms
[2020-11-22 08:13:19	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311055 | val_loss: 0.0311351 | Time: 1902.11 ms
[2020-11-22 08:13:21	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311038 | val_loss: 0.0311323 | Time: 1901.65 ms
[2020-11-22 08:13:22	                main:574]	:	INFO	:	Epoch 965 | loss: 0.031106 | val_loss: 0.0311327 | Time: 1899.17 ms
[2020-11-22 08:13:24	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311041 | val_loss: 0.0311333 | Time: 1906.13 ms
[2020-11-22 08:13:26	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311033 | val_loss: 0.0311323 | Time: 1889.61 ms
[2020-11-22 08:13:28	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311037 | val_loss: 0.0311327 | Time: 1881.3 ms
[2020-11-22 08:13:30	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311007 | val_loss: 0.0311337 | Time: 1881.57 ms
[2020-11-22 08:13:32	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0310995 | val_loss: 0.0311299 | Time: 1892.01 ms
[2020-11-22 08:13:34	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0310991 | val_loss: 0.0311305 | Time: 1891.29 ms
[2020-11-22 08:13:36	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0310968 | val_loss: 0.0311341 | Time: 1875.43 ms
[2020-11-22 08:13:38	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0310976 | val_loss: 0.0311324 | Time: 1903.79 ms
[2020-11-22 08:13:40	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0311015 | val_loss: 0.0311319 | Time: 1898.34 ms
[2020-11-22 08:13:41	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311081 | val_loss: 0.0311292 | Time: 1916.13 ms
[2020-11-22 08:13:43	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0311085 | val_loss: 0.031144 | Time: 1902.12 ms
[2020-11-22 08:13:45	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311062 | val_loss: 0.0311341 | Time: 1916.36 ms
[2020-11-22 08:13:47	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0311041 | val_loss: 0.0311343 | Time: 1866.55 ms
[2020-11-22 08:13:49	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311019 | val_loss: 0.0311363 | Time: 1884.4 ms
[2020-11-22 08:13:51	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0311066 | val_loss: 0.0311333 | Time: 1885.97 ms
[2020-11-22 08:13:53	                main:574]	:	INFO	:	Epoch 981 | loss: 0.031104 | val_loss: 0.0311335 | Time: 1902.27 ms
[2020-11-22 08:13:55	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0311025 | val_loss: 0.0311302 | Time: 1889.41 ms
[2020-11-22 08:13:57	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0310997 | val_loss: 0.0311308 | Time: 1885.34 ms
[2020-11-22 08:13:59	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0310989 | val_loss: 0.0311354 | Time: 1895.44 ms
[2020-11-22 08:14:00	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0310977 | val_loss: 0.0311328 | Time: 1914.83 ms
[2020-11-22 08:14:02	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0310978 | val_loss: 0.0311298 | Time: 1894.53 ms
[2020-11-22 08:14:04	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0310988 | val_loss: 0.0311339 | Time: 1885.33 ms
[2020-11-22 08:14:06	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311 | val_loss: 0.0311334 | Time: 1888.23 ms
[2020-11-22 08:14:08	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311006 | val_loss: 0.0311354 | Time: 1894.46 ms
[2020-11-22 08:14:10	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0310994 | val_loss: 0.031132 | Time: 1892.94 ms
[2020-11-22 08:14:12	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0311016 | val_loss: 0.0311286 | Time: 1882.23 ms
[2020-11-22 08:14:14	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311015 | val_loss: 0.0311539 | Time: 1888.41 ms
[2020-11-22 08:14:16	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311034 | val_loss: 0.0311366 | Time: 1880.05 ms
[2020-11-22 08:14:17	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0310966 | val_loss: 0.0311364 | Time: 1876.11 ms
[2020-11-22 08:14:19	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0310987 | val_loss: 0.0311476 | Time: 1886.29 ms
[2020-11-22 08:14:21	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0310978 | val_loss: 0.0311345 | Time: 1901.47 ms
[2020-11-22 08:14:23	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0310917 | val_loss: 0.0311375 | Time: 1898.73 ms
[2020-11-22 08:14:25	                main:574]	:	INFO	:	Epoch 998 | loss: 0.031092 | val_loss: 0.0311369 | Time: 1873.55 ms
[2020-11-22 08:14:27	                main:574]	:	INFO	:	Epoch 999 | loss: 0.031093 | val_loss: 0.031134 | Time: 1894.86 ms
[2020-11-22 08:14:29	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0310964 | val_loss: 0.0311359 | Time: 1894.51 ms
[2020-11-22 08:14:31	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0310963 | val_loss: 0.0311316 | Time: 1904.32 ms
[2020-11-22 08:14:33	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0310963 | val_loss: 0.0311337 | Time: 1887.67 ms
[2020-11-22 08:14:35	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0310962 | val_loss: 0.0311323 | Time: 1884.56 ms
[2020-11-22 08:14:36	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0310935 | val_loss: 0.0311332 | Time: 1871.27 ms
[2020-11-22 08:14:38	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0310919 | val_loss: 0.0311315 | Time: 1865.1 ms
[2020-11-22 08:14:40	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0310929 | val_loss: 0.0311387 | Time: 1889.74 ms
[2020-11-22 08:14:42	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0310984 | val_loss: 0.0311368 | Time: 1897.18 ms
[2020-11-22 08:14:44	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0310993 | val_loss: 0.0311406 | Time: 1893.77 ms
[2020-11-22 08:14:46	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0310988 | val_loss: 0.0311355 | Time: 1901.95 ms
[2020-11-22 08:14:48	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0310983 | val_loss: 0.0311351 | Time: 1891.78 ms
[2020-11-22 08:14:50	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0310954 | val_loss: 0.0311387 | Time: 1882.47 ms
[2020-11-22 08:14:52	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0310953 | val_loss: 0.0311433 | Time: 1895.79 ms
[2020-11-22 08:14:54	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0310967 | val_loss: 0.0311347 | Time: 1890.46 ms
[2020-11-22 08:14:55	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0310935 | val_loss: 0.0311404 | Time: 1879.77 ms
[2020-11-22 08:14:57	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0310927 | val_loss: 0.0311425 | Time: 1893.46 ms
[2020-11-22 08:14:59	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0311174 | val_loss: 0.0311466 | Time: 1878.91 ms
[2020-11-22 08:15:01	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0312158 | val_loss: 0.0312758 | Time: 1877.68 ms
[2020-11-22 08:15:03	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.032284 | val_loss: 0.0319265 | Time: 1907.3 ms
[2020-11-22 08:15:05	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0313197 | val_loss: 0.0311847 | Time: 1927.24 ms
[2020-11-22 08:15:07	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311315 | val_loss: 0.0311362 | Time: 1900.84 ms
[2020-11-22 08:15:09	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0311004 | val_loss: 0.0311415 | Time: 1901.49 ms
[2020-11-22 08:15:11	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0310993 | val_loss: 0.0311368 | Time: 1893.04 ms
[2020-11-22 08:15:13	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0310962 | val_loss: 0.0311376 | Time: 1892.41 ms
[2020-11-22 08:15:14	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0310986 | val_loss: 0.0311366 | Time: 1882.72 ms
[2020-11-22 08:15:14	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311366
[2020-11-22 08:15:14	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 08:15:14	                main:608]	:	INFO	:	Success, exiting..
08:15:14 (31112): 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)