Task 2958458

Name ParityModified-1605453435-13988-0_0
Workunit 1335085
Created 15 Nov 2020, 15:17:17 UTC
Sent 21 Nov 2020, 20:57:04 UTC
Report deadline 29 Nov 2020, 20:57:04 UTC
Received 21 Nov 2020, 21:52:13 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 32 min 9 sec
CPU time 31 min 52 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: 0.0310271 | val_loss: 0.0312693 | Time: 1882.58 ms
[2020-11-21 22:36:06	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0310215 | val_loss: 0.0312724 | Time: 1831.83 ms
[2020-11-21 22:36:08	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0310555 | val_loss: 0.0312334 | Time: 1886.98 ms
[2020-11-21 22:36:10	                main:574]	:	INFO	:	Epoch 517 | loss: 0.03106 | val_loss: 0.0312576 | Time: 1877.93 ms
[2020-11-21 22:36:12	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0310369 | val_loss: 0.0312763 | Time: 1888.21 ms
[2020-11-21 22:36:14	                main:574]	:	INFO	:	Epoch 519 | loss: 0.031028 | val_loss: 0.0312731 | Time: 1856.53 ms
[2020-11-21 22:36:16	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0310263 | val_loss: 0.0312603 | Time: 1884.26 ms
[2020-11-21 22:36:18	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0310232 | val_loss: 0.0312817 | Time: 1871.86 ms
[2020-11-21 22:36:20	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0310302 | val_loss: 0.0312734 | Time: 1838.4 ms
[2020-11-21 22:36:21	                main:574]	:	INFO	:	Epoch 523 | loss: 0.031032 | val_loss: 0.0312696 | Time: 1857.96 ms
[2020-11-21 22:36:23	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0310278 | val_loss: 0.0312857 | Time: 1892.6 ms
[2020-11-21 22:36:25	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0310293 | val_loss: 0.0312603 | Time: 1871.09 ms
[2020-11-21 22:36:27	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0310367 | val_loss: 0.0312618 | Time: 1876.37 ms
[2020-11-21 22:36:29	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0310343 | val_loss: 0.0312528 | Time: 1891.59 ms
[2020-11-21 22:36:31	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0310272 | val_loss: 0.0312713 | Time: 1873.85 ms
[2020-11-21 22:36:33	                main:574]	:	INFO	:	Epoch 529 | loss: 0.031032 | val_loss: 0.0312654 | Time: 1871.16 ms
[2020-11-21 22:36:35	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0310226 | val_loss: 0.0312678 | Time: 1880.19 ms
[2020-11-21 22:36:37	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0310264 | val_loss: 0.0312681 | Time: 1871.32 ms
[2020-11-21 22:36:38	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0310248 | val_loss: 0.0312751 | Time: 1858.61 ms
[2020-11-21 22:36:40	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0310209 | val_loss: 0.0312563 | Time: 1857.55 ms
[2020-11-21 22:36:42	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0310199 | val_loss: 0.0312687 | Time: 1851.11 ms
[2020-11-21 22:36:44	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0310212 | val_loss: 0.031253 | Time: 1881.66 ms
[2020-11-21 22:36:46	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0310261 | val_loss: 0.0312649 | Time: 1867.9 ms
[2020-11-21 22:36:48	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0310299 | val_loss: 0.0312791 | Time: 1845.44 ms
[2020-11-21 22:36:50	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0310313 | val_loss: 0.0312663 | Time: 1857.13 ms
[2020-11-21 22:36:51	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0310319 | val_loss: 0.0312632 | Time: 1881.31 ms
[2020-11-21 22:36:53	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0310198 | val_loss: 0.0312728 | Time: 1858.12 ms
[2020-11-21 22:36:55	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0310256 | val_loss: 0.0312921 | Time: 1873.55 ms
[2020-11-21 22:36:57	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0310222 | val_loss: 0.031272 | Time: 1878.66 ms
[2020-11-21 22:36:59	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0310199 | val_loss: 0.0312728 | Time: 1893.33 ms
[2020-11-21 22:37:01	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0310286 | val_loss: 0.0312657 | Time: 1895.9 ms
[2020-11-21 22:37:03	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0310311 | val_loss: 0.0312483 | Time: 1881.14 ms
[2020-11-21 22:37:05	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0310403 | val_loss: 0.031244 | Time: 1879.34 ms
[2020-11-21 22:37:07	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0310335 | val_loss: 0.0312414 | Time: 1861.82 ms
[2020-11-21 22:37:08	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0310351 | val_loss: 0.0312546 | Time: 1864.46 ms
[2020-11-21 22:37:10	                main:574]	:	INFO	:	Epoch 549 | loss: 0.031024 | val_loss: 0.0312854 | Time: 1877.14 ms
[2020-11-21 22:37:12	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0310177 | val_loss: 0.0312635 | Time: 1856.48 ms
[2020-11-21 22:37:14	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0310171 | val_loss: 0.0312638 | Time: 1841.17 ms
[2020-11-21 22:37:16	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0310282 | val_loss: 0.0312479 | Time: 1859.76 ms
[2020-11-21 22:37:18	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0310286 | val_loss: 0.0312519 | Time: 1873.37 ms
[2020-11-21 22:37:20	                main:574]	:	INFO	:	Epoch 554 | loss: 0.031032 | val_loss: 0.031249 | Time: 1879.27 ms
[2020-11-21 22:37:22	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0310255 | val_loss: 0.0312697 | Time: 1881.61 ms
[2020-11-21 22:37:23	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0310204 | val_loss: 0.0312558 | Time: 1874.64 ms
[2020-11-21 22:37:25	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0310245 | val_loss: 0.0312681 | Time: 1879.76 ms
[2020-11-21 22:37:27	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0310295 | val_loss: 0.0312639 | Time: 1881.36 ms
[2020-11-21 22:37:29	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0310282 | val_loss: 0.0312547 | Time: 1882.07 ms
[2020-11-21 22:37:31	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0310318 | val_loss: 0.0312522 | Time: 1860.26 ms
[2020-11-21 22:37:33	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0310292 | val_loss: 0.0312824 | Time: 1854.98 ms
[2020-11-21 22:37:35	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0310231 | val_loss: 0.0312669 | Time: 1849.65 ms
[2020-11-21 22:37:37	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0310257 | val_loss: 0.0312644 | Time: 1878.2 ms
[2020-11-21 22:37:39	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0310317 | val_loss: 0.031295 | Time: 1898.28 ms
[2020-11-21 22:37:40	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0310307 | val_loss: 0.0312661 | Time: 1877.33 ms
[2020-11-21 22:37:42	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0310254 | val_loss: 0.0312733 | Time: 1861.45 ms
[2020-11-21 22:37:44	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0310509 | val_loss: 0.0312436 | Time: 1858.88 ms
[2020-11-21 22:37:46	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0310349 | val_loss: 0.0312683 | Time: 1868.27 ms
[2020-11-21 22:37:48	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0310224 | val_loss: 0.0312774 | Time: 1824.27 ms
[2020-11-21 22:37:50	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0310231 | val_loss: 0.0312582 | Time: 1867.84 ms
[2020-11-21 22:37:52	                main:574]	:	INFO	:	Epoch 571 | loss: 0.031022 | val_loss: 0.0312474 | Time: 1858.76 ms
[2020-11-21 22:37:53	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0310204 | val_loss: 0.0312785 | Time: 1860.88 ms
[2020-11-21 22:37:55	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0310207 | val_loss: 0.0312754 | Time: 1873.8 ms
[2020-11-21 22:37:57	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0310158 | val_loss: 0.0312614 | Time: 1899.76 ms
[2020-11-21 22:37:59	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0310198 | val_loss: 0.0312729 | Time: 1882.36 ms
[2020-11-21 22:38:01	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0310267 | val_loss: 0.0312648 | Time: 1888.23 ms
[2020-11-21 22:38:03	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0310291 | val_loss: 0.031287 | Time: 1871.04 ms
[2020-11-21 22:38:05	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0310325 | val_loss: 0.0312495 | Time: 1874.31 ms
[2020-11-21 22:38:07	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0310291 | val_loss: 0.0312471 | Time: 1868.52 ms
[2020-11-21 22:38:09	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0310243 | val_loss: 0.0312603 | Time: 1876.37 ms
[2020-11-21 22:38:10	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0310469 | val_loss: 0.0312368 | Time: 1884.34 ms
[2020-11-21 22:38:12	                main:574]	:	INFO	:	Epoch 582 | loss: 0.03106 | val_loss: 0.0312628 | Time: 1877.89 ms
[2020-11-21 22:38:14	                main:574]	:	INFO	:	Epoch 583 | loss: 0.031035 | val_loss: 0.0312509 | Time: 1862.8 ms
[2020-11-21 22:38:16	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0310262 | val_loss: 0.0312638 | Time: 1840.94 ms
[2020-11-21 22:38:18	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0310222 | val_loss: 0.0312854 | Time: 1851.2 ms
[2020-11-21 22:38:20	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0310274 | val_loss: 0.0312604 | Time: 1887.67 ms
[2020-11-21 22:38:22	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0310379 | val_loss: 0.0312535 | Time: 1885.36 ms
[2020-11-21 22:38:24	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0310383 | val_loss: 0.0312636 | Time: 1876.58 ms
[2020-11-21 22:38:25	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0310268 | val_loss: 0.0312757 | Time: 1820.66 ms
[2020-11-21 22:38:27	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0310288 | val_loss: 0.0312621 | Time: 1824.44 ms
[2020-11-21 22:38:29	                main:574]	:	INFO	:	Epoch 591 | loss: 0.031024 | val_loss: 0.0312585 | Time: 1899.33 ms
[2020-11-21 22:38:31	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0310246 | val_loss: 0.0312683 | Time: 1877.71 ms
[2020-11-21 22:38:33	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0310272 | val_loss: 0.0312941 | Time: 1827.3 ms
[2020-11-21 22:38:35	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0310302 | val_loss: 0.031254 | Time: 1870.28 ms
[2020-11-21 22:38:37	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0310332 | val_loss: 0.0312442 | Time: 1867.93 ms
[2020-11-21 22:38:38	                main:574]	:	INFO	:	Epoch 596 | loss: 0.031026 | val_loss: 0.0312542 | Time: 1871.02 ms
[2020-11-21 22:38:40	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0310279 | val_loss: 0.0313002 | Time: 1859.4 ms
[2020-11-21 22:38:42	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0310313 | val_loss: 0.0312629 | Time: 1848.36 ms
[2020-11-21 22:38:44	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0310209 | val_loss: 0.0312764 | Time: 1866.11 ms
[2020-11-21 22:38:46	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0310172 | val_loss: 0.0312638 | Time: 1867.78 ms
[2020-11-21 22:38:48	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0310219 | val_loss: 0.0312752 | Time: 1884.99 ms
[2020-11-21 22:38:50	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0310251 | val_loss: 0.031275 | Time: 1889.31 ms
[2020-11-21 22:38:52	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0310305 | val_loss: 0.0312549 | Time: 1867.84 ms
[2020-11-21 22:38:53	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0310326 | val_loss: 0.0312651 | Time: 1873.65 ms
[2020-11-21 22:38:55	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0310282 | val_loss: 0.0312566 | Time: 1870.58 ms
[2020-11-21 22:38:57	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0310189 | val_loss: 0.0312852 | Time: 1880.47 ms
[2020-11-21 22:38:59	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0310248 | val_loss: 0.0312451 | Time: 1872.3 ms
[2020-11-21 22:39:01	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0310247 | val_loss: 0.031271 | Time: 1880.18 ms
[2020-11-21 22:39:03	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0310205 | val_loss: 0.0312706 | Time: 1875.56 ms
[2020-11-21 22:39:05	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0310237 | val_loss: 0.0312991 | Time: 1870.24 ms
[2020-11-21 22:39:07	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0310235 | val_loss: 0.0312872 | Time: 1853.74 ms
[2020-11-21 22:39:09	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0310225 | val_loss: 0.0312759 | Time: 1866.02 ms
[2020-11-21 22:39:10	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0310203 | val_loss: 0.0312631 | Time: 1879.84 ms
[2020-11-21 22:39:12	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0310232 | val_loss: 0.0312649 | Time: 1877.29 ms
[2020-11-21 22:39:14	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0310178 | val_loss: 0.0312677 | Time: 1865.41 ms
[2020-11-21 22:39:16	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0310192 | val_loss: 0.0312783 | Time: 1857.94 ms
[2020-11-21 22:39:18	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0310222 | val_loss: 0.0312665 | Time: 1885.75 ms
[2020-11-21 22:39:20	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0310279 | val_loss: 0.0312574 | Time: 1878.83 ms
[2020-11-21 22:39:22	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0310258 | val_loss: 0.0312503 | Time: 1856.35 ms
[2020-11-21 22:39:24	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0310332 | val_loss: 0.0312585 | Time: 1863.12 ms
[2020-11-21 22:39:25	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0310242 | val_loss: 0.0312568 | Time: 1883.14 ms
[2020-11-21 22:39:27	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0310278 | val_loss: 0.0312704 | Time: 1864.2 ms
[2020-11-21 22:39:29	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0310236 | val_loss: 0.0312725 | Time: 1885.55 ms
[2020-11-21 22:39:31	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0310209 | val_loss: 0.0312629 | Time: 1884.7 ms
[2020-11-21 22:39:33	                main:574]	:	INFO	:	Epoch 625 | loss: 0.031027 | val_loss: 0.0312759 | Time: 1827.26 ms
[2020-11-21 22:39:35	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0310243 | val_loss: 0.031287 | Time: 1859.57 ms
[2020-11-21 22:39:37	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0310231 | val_loss: 0.0312763 | Time: 1871.25 ms
[2020-11-21 22:39:39	                main:574]	:	INFO	:	Epoch 628 | loss: 0.031024 | val_loss: 0.0312714 | Time: 1871.17 ms
[2020-11-21 22:39:40	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0310178 | val_loss: 0.0312767 | Time: 1873.08 ms
[2020-11-21 22:39:42	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0310196 | val_loss: 0.0312696 | Time: 1875.81 ms
[2020-11-21 22:39:44	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0310178 | val_loss: 0.0312623 | Time: 1887.76 ms
[2020-11-21 22:39:46	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0310242 | val_loss: 0.0312708 | Time: 1889.26 ms
[2020-11-21 22:39:48	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0310227 | val_loss: 0.0312876 | Time: 1880.93 ms
[2020-11-21 22:39:50	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0310279 | val_loss: 0.0312653 | Time: 1883.95 ms
[2020-11-21 22:39:52	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0310307 | val_loss: 0.0312599 | Time: 1866.74 ms
[2020-11-21 22:39:54	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0310244 | val_loss: 0.0312608 | Time: 1876.45 ms
[2020-11-21 22:39:56	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0310261 | val_loss: 0.0312371 | Time: 1867.49 ms
[2020-11-21 22:39:57	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0310311 | val_loss: 0.0312601 | Time: 1859.92 ms
[2020-11-21 22:39:59	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0310365 | val_loss: 0.0312616 | Time: 1868.67 ms
[2020-11-21 22:40:01	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0310655 | val_loss: 0.0312418 | Time: 1856.18 ms
[2020-11-21 22:40:03	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0310376 | val_loss: 0.0312667 | Time: 1861.41 ms
[2020-11-21 22:40:05	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0310247 | val_loss: 0.0312803 | Time: 1879.6 ms
[2020-11-21 22:40:07	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0310238 | val_loss: 0.0312524 | Time: 1858.13 ms
[2020-11-21 22:40:09	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0310223 | val_loss: 0.0312773 | Time: 1852.22 ms
[2020-11-21 22:40:10	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0310227 | val_loss: 0.0312724 | Time: 1846.86 ms
[2020-11-21 22:40:12	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0310307 | val_loss: 0.0312695 | Time: 1845.75 ms
[2020-11-21 22:40:14	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0310268 | val_loss: 0.0312743 | Time: 1885.53 ms
[2020-11-21 22:40:16	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0310197 | val_loss: 0.0312579 | Time: 1870.93 ms
[2020-11-21 22:40:18	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0310228 | val_loss: 0.0312815 | Time: 1854.55 ms
[2020-11-21 22:40:20	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0310223 | val_loss: 0.0312716 | Time: 1865.94 ms
[2020-11-21 22:40:22	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0310191 | val_loss: 0.0312733 | Time: 1864.08 ms
[2020-11-21 22:40:24	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0310249 | val_loss: 0.0312517 | Time: 1852.85 ms
[2020-11-21 22:40:25	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0310246 | val_loss: 0.0312828 | Time: 1879.23 ms
[2020-11-21 22:40:27	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0310227 | val_loss: 0.0312803 | Time: 1869.71 ms
[2020-11-21 22:40:29	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0310254 | val_loss: 0.0312652 | Time: 1872.99 ms
[2020-11-21 22:40:31	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0310254 | val_loss: 0.0312711 | Time: 1873.94 ms
[2020-11-21 22:40:33	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0310212 | val_loss: 0.0312698 | Time: 1879.61 ms
[2020-11-21 22:40:35	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0310208 | val_loss: 0.0312816 | Time: 1874.49 ms
[2020-11-21 22:40:37	                main:574]	:	INFO	:	Epoch 659 | loss: 0.031022 | val_loss: 0.0312491 | Time: 1874.26 ms
[2020-11-21 22:40:39	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0310228 | val_loss: 0.0312967 | Time: 1853.72 ms
[2020-11-21 22:40:40	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0310283 | val_loss: 0.0312835 | Time: 1876.89 ms
[2020-11-21 22:40:42	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0310265 | val_loss: 0.0312715 | Time: 1844.74 ms
[2020-11-21 22:40:44	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0310231 | val_loss: 0.0312802 | Time: 1825.14 ms
[2020-11-21 22:40:46	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0310187 | val_loss: 0.0312582 | Time: 1890.64 ms
[2020-11-21 22:40:48	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0310264 | val_loss: 0.0312745 | Time: 1893.4 ms
[2020-11-21 22:40:50	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0310293 | val_loss: 0.0312871 | Time: 1871.59 ms
[2020-11-21 22:40:52	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0310244 | val_loss: 0.0312779 | Time: 1860.73 ms
[2020-11-21 22:40:54	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0310217 | val_loss: 0.031269 | Time: 1863.5 ms
[2020-11-21 22:40:55	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0310249 | val_loss: 0.0312591 | Time: 1869.81 ms
[2020-11-21 22:40:57	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0310233 | val_loss: 0.0312617 | Time: 1856.17 ms
[2020-11-21 22:40:59	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0310235 | val_loss: 0.0312803 | Time: 1866.4 ms
[2020-11-21 22:41:01	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0310225 | val_loss: 0.0312676 | Time: 1894.19 ms
[2020-11-21 22:41:03	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0310212 | val_loss: 0.0312791 | Time: 1855.28 ms
[2020-11-21 22:41:05	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0310232 | val_loss: 0.0312855 | Time: 1877.91 ms
[2020-11-21 22:41:07	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0310256 | val_loss: 0.0312713 | Time: 1876.19 ms
[2020-11-21 22:41:09	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0310284 | val_loss: 0.0312696 | Time: 1889.62 ms
[2020-11-21 22:41:10	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0310285 | val_loss: 0.0312777 | Time: 1876.35 ms
[2020-11-21 22:41:12	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0310329 | val_loss: 0.0312801 | Time: 1872.65 ms
[2020-11-21 22:41:14	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0310326 | val_loss: 0.0312406 | Time: 1877.79 ms
[2020-11-21 22:41:16	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0310379 | val_loss: 0.0312606 | Time: 1854.42 ms
[2020-11-21 22:41:18	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0310287 | val_loss: 0.0312606 | Time: 1865.25 ms
[2020-11-21 22:41:20	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0310241 | val_loss: 0.0312723 | Time: 1880.78 ms
[2020-11-21 22:41:22	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0310468 | val_loss: 0.0312612 | Time: 1844.18 ms
[2020-11-21 22:41:24	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0310308 | val_loss: 0.0312758 | Time: 1878.18 ms
[2020-11-21 22:41:25	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0310252 | val_loss: 0.0312538 | Time: 1880.33 ms
[2020-11-21 22:41:27	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0310343 | val_loss: 0.0312667 | Time: 1875.91 ms
[2020-11-21 22:41:29	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0310217 | val_loss: 0.0312778 | Time: 1893.75 ms
[2020-11-21 22:41:31	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0310143 | val_loss: 0.0312675 | Time: 1882.65 ms
[2020-11-21 22:41:33	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0310159 | val_loss: 0.0312769 | Time: 1855.84 ms
[2020-11-21 22:41:35	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0310224 | val_loss: 0.0312898 | Time: 1853.56 ms
[2020-11-21 22:41:37	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0310218 | val_loss: 0.03128 | Time: 1854.07 ms
[2020-11-21 22:41:39	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0310211 | val_loss: 0.0312688 | Time: 1871.26 ms
[2020-11-21 22:41:40	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0310222 | val_loss: 0.0313048 | Time: 1887.44 ms
[2020-11-21 22:41:42	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0310394 | val_loss: 0.0312504 | Time: 1900.31 ms
[2020-11-21 22:41:44	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0310321 | val_loss: 0.0312666 | Time: 1888.94 ms
[2020-11-21 22:41:46	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0310222 | val_loss: 0.0312495 | Time: 1857.63 ms
[2020-11-21 22:41:48	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0310169 | val_loss: 0.0312948 | Time: 1871.5 ms
[2020-11-21 22:41:50	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0310178 | val_loss: 0.0312564 | Time: 1871.4 ms
[2020-11-21 22:41:52	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0310167 | val_loss: 0.0312704 | Time: 1870.15 ms
[2020-11-21 22:41:54	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0310242 | val_loss: 0.031265 | Time: 1848.27 ms
[2020-11-21 22:41:56	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0310196 | val_loss: 0.0312632 | Time: 1859.59 ms
[2020-11-21 22:41:57	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0310189 | val_loss: 0.0312688 | Time: 1845.38 ms
[2020-11-21 22:41:59	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0310186 | val_loss: 0.0312958 | Time: 1865.83 ms
[2020-11-21 22:42:01	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0310223 | val_loss: 0.0312752 | Time: 1891.92 ms
[2020-11-21 22:42:03	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0310214 | val_loss: 0.0312625 | Time: 1877.72 ms
[2020-11-21 22:42:05	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0310242 | val_loss: 0.031276 | Time: 1877.74 ms
[2020-11-21 22:42:07	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0310293 | val_loss: 0.0312773 | Time: 1870.89 ms
[2020-11-21 22:42:09	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0310236 | val_loss: 0.0312686 | Time: 1884.21 ms
[2020-11-21 22:42:11	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0310187 | val_loss: 0.031262 | Time: 1864.71 ms
[2020-11-21 22:42:12	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0310171 | val_loss: 0.0313012 | Time: 1882.45 ms
[2020-11-21 22:42:14	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0310288 | val_loss: 0.0312699 | Time: 1882.22 ms
[2020-11-21 22:42:16	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0310235 | val_loss: 0.0312577 | Time: 1863.1 ms
[2020-11-21 22:42:18	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0310201 | val_loss: 0.0312851 | Time: 1852.05 ms
[2020-11-21 22:42:20	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0310285 | val_loss: 0.0312661 | Time: 1867.55 ms
[2020-11-21 22:42:22	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0310207 | val_loss: 0.0312772 | Time: 1873.42 ms
[2020-11-21 22:42:24	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0310201 | val_loss: 0.0312768 | Time: 1899.8 ms
[2020-11-21 22:42:26	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0310167 | val_loss: 0.0312518 | Time: 1860.33 ms
[2020-11-21 22:42:27	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0310243 | val_loss: 0.0312636 | Time: 1879.04 ms
[2020-11-21 22:42:29	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0310243 | val_loss: 0.0312793 | Time: 1885.99 ms
[2020-11-21 22:42:31	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0310248 | val_loss: 0.0312771 | Time: 1891.1 ms
[2020-11-21 22:42:33	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0310297 | val_loss: 0.0313008 | Time: 1862.63 ms
[2020-11-21 22:42:35	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0310191 | val_loss: 0.0312711 | Time: 1866.03 ms
[2020-11-21 22:42:37	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0310221 | val_loss: 0.0312688 | Time: 1863.85 ms
[2020-11-21 22:42:39	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0310302 | val_loss: 0.031283 | Time: 1876.54 ms
[2020-11-21 22:42:41	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0310206 | val_loss: 0.0312599 | Time: 1865.64 ms
[2020-11-21 22:42:42	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0310289 | val_loss: 0.0312587 | Time: 1877.88 ms
[2020-11-21 22:42:44	                main:574]	:	INFO	:	Epoch 727 | loss: 0.031033 | val_loss: 0.031261 | Time: 1837.61 ms
[2020-11-21 22:42:46	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0310318 | val_loss: 0.0312767 | Time: 1858.83 ms
[2020-11-21 22:42:48	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0310216 | val_loss: 0.0312638 | Time: 1881.06 ms
[2020-11-21 22:42:50	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0310194 | val_loss: 0.0312727 | Time: 1888.27 ms
[2020-11-21 22:42:52	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0310108 | val_loss: 0.0312814 | Time: 1870.17 ms
[2020-11-21 22:42:54	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0310181 | val_loss: 0.0312541 | Time: 1879.55 ms
[2020-11-21 22:42:56	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0310223 | val_loss: 0.031269 | Time: 1881.5 ms
[2020-11-21 22:42:58	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0310172 | val_loss: 0.0312732 | Time: 1866.33 ms
[2020-11-21 22:42:59	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0310209 | val_loss: 0.0312729 | Time: 1856.24 ms
[2020-11-21 22:43:01	                main:574]	:	INFO	:	Epoch 736 | loss: 0.031022 | val_loss: 0.0312595 | Time: 1847.93 ms
[2020-11-21 22:43:03	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0310329 | val_loss: 0.0312491 | Time: 1874.61 ms
[2020-11-21 22:43:05	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0310268 | val_loss: 0.0312715 | Time: 1867.12 ms
[2020-11-21 22:43:07	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0310271 | val_loss: 0.0312823 | Time: 1892.93 ms
[2020-11-21 22:43:09	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0310149 | val_loss: 0.0312813 | Time: 1898.76 ms
[2020-11-21 22:43:11	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0310161 | val_loss: 0.0312609 | Time: 1881.11 ms
[2020-11-21 22:43:13	                main:574]	:	INFO	:	Epoch 742 | loss: 0.031019 | val_loss: 0.0312794 | Time: 1886.12 ms
[2020-11-21 22:43:14	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0310219 | val_loss: 0.0312598 | Time: 1868.26 ms
[2020-11-21 22:43:16	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0310297 | val_loss: 0.0312695 | Time: 1860.22 ms
[2020-11-21 22:43:18	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0310277 | val_loss: 0.0312954 | Time: 1850.37 ms
[2020-11-21 22:43:20	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0310253 | val_loss: 0.0312578 | Time: 1862.97 ms
[2020-11-21 22:43:22	                main:574]	:	INFO	:	Epoch 747 | loss: 0.031028 | val_loss: 0.0312686 | Time: 1852.29 ms
[2020-11-21 22:43:24	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0310299 | val_loss: 0.031259 | Time: 1870.49 ms
[2020-11-21 22:43:26	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0310239 | val_loss: 0.031284 | Time: 1892.9 ms
[2020-11-21 22:43:28	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0310276 | val_loss: 0.0312744 | Time: 1881.07 ms
[2020-11-21 22:43:29	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0310196 | val_loss: 0.0312571 | Time: 1883.09 ms
[2020-11-21 22:43:31	                main:574]	:	INFO	:	Epoch 752 | loss: 0.031023 | val_loss: 0.0312762 | Time: 1892.44 ms
[2020-11-21 22:43:33	                main:574]	:	INFO	:	Epoch 753 | loss: 0.031022 | val_loss: 0.031276 | Time: 1888.09 ms
[2020-11-21 22:43:35	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0310188 | val_loss: 0.0312457 | Time: 1860.49 ms
[2020-11-21 22:43:37	                main:574]	:	INFO	:	Epoch 755 | loss: 0.031023 | val_loss: 0.0312499 | Time: 1868.04 ms
[2020-11-21 22:43:39	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0310247 | val_loss: 0.0312602 | Time: 1855.83 ms
[2020-11-21 22:43:41	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0310218 | val_loss: 0.0312648 | Time: 1855.88 ms
[2020-11-21 22:43:43	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0310227 | val_loss: 0.0312617 | Time: 1860.89 ms
[2020-11-21 22:43:44	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0310201 | val_loss: 0.0312685 | Time: 1879.77 ms
[2020-11-21 22:43:46	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0310193 | val_loss: 0.0312658 | Time: 1876.38 ms
[2020-11-21 22:43:48	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0310228 | val_loss: 0.0312728 | Time: 1868.96 ms
[2020-11-21 22:43:50	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0310257 | val_loss: 0.0312658 | Time: 1867.85 ms
[2020-11-21 22:43:52	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0310342 | val_loss: 0.0312737 | Time: 1903.94 ms
[2020-11-21 22:43:54	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0310345 | val_loss: 0.0312521 | Time: 1856.36 ms
[2020-11-21 22:43:56	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0310307 | val_loss: 0.0312622 | Time: 1862.39 ms
[2020-11-21 22:43:58	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0310267 | val_loss: 0.0312781 | Time: 1864.1 ms
[2020-11-21 22:44:00	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0310181 | val_loss: 0.0312687 | Time: 1870.39 ms
[2020-11-21 22:44:01	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0310167 | val_loss: 0.0312785 | Time: 1890.33 ms
[2020-11-21 22:44:03	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0310179 | val_loss: 0.0312656 | Time: 1886.92 ms
[2020-11-21 22:44:05	                main:574]	:	INFO	:	Epoch 770 | loss: 0.031024 | val_loss: 0.0312903 | Time: 1858.49 ms
[2020-11-21 22:44:07	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0310244 | val_loss: 0.0312648 | Time: 1877.53 ms
[2020-11-21 22:44:09	                main:574]	:	INFO	:	Epoch 772 | loss: 0.031025 | val_loss: 0.0312682 | Time: 1879.62 ms
[2020-11-21 22:44:11	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0310284 | val_loss: 0.0312618 | Time: 1877.03 ms
[2020-11-21 22:44:13	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0310241 | val_loss: 0.0312856 | Time: 1875.71 ms
[2020-11-21 22:44:15	                main:574]	:	INFO	:	Epoch 775 | loss: 0.0310174 | val_loss: 0.0312746 | Time: 1876.77 ms
[2020-11-21 22:44:16	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0310202 | val_loss: 0.0312503 | Time: 1869.57 ms
[2020-11-21 22:44:18	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0310202 | val_loss: 0.0312853 | Time: 1872.36 ms
[2020-11-21 22:44:20	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0310202 | val_loss: 0.0312724 | Time: 1905.82 ms
[2020-11-21 22:44:22	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0310205 | val_loss: 0.0312854 | Time: 1880.35 ms
[2020-11-21 22:44:24	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0310234 | val_loss: 0.0312637 | Time: 1866.73 ms
[2020-11-21 22:44:26	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0310294 | val_loss: 0.031249 | Time: 1857.31 ms
[2020-11-21 22:44:28	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0310292 | val_loss: 0.0312743 | Time: 1841.41 ms
[2020-11-21 22:44:30	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0310243 | val_loss: 0.031247 | Time: 1855.46 ms
[2020-11-21 22:44:31	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0310192 | val_loss: 0.0312767 | Time: 1867.17 ms
[2020-11-21 22:44:33	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0310197 | val_loss: 0.0312654 | Time: 1876.31 ms
[2020-11-21 22:44:35	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0310229 | val_loss: 0.0312752 | Time: 1874.68 ms
[2020-11-21 22:44:37	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0310357 | val_loss: 0.0312491 | Time: 1862.79 ms
[2020-11-21 22:44:39	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0310385 | val_loss: 0.031265 | Time: 1884.94 ms
[2020-11-21 22:44:41	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0310364 | val_loss: 0.0312654 | Time: 1876.5 ms
[2020-11-21 22:44:43	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0310307 | val_loss: 0.0312893 | Time: 1881.25 ms
[2020-11-21 22:44:45	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0310262 | val_loss: 0.0312733 | Time: 1892.04 ms
[2020-11-21 22:44:47	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0310246 | val_loss: 0.0312935 | Time: 1848.15 ms
[2020-11-21 22:44:48	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0310222 | val_loss: 0.0312633 | Time: 1868.07 ms
[2020-11-21 22:44:50	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0310133 | val_loss: 0.0312795 | Time: 1867.64 ms
[2020-11-21 22:44:52	                main:574]	:	INFO	:	Epoch 795 | loss: 0.031019 | val_loss: 0.0312779 | Time: 1867.11 ms
[2020-11-21 22:44:54	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0310202 | val_loss: 0.0312822 | Time: 1849.22 ms
[2020-11-21 22:44:56	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0310188 | val_loss: 0.0312536 | Time: 1867.69 ms
[2020-11-21 22:44:58	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0310303 | val_loss: 0.0312537 | Time: 1875.23 ms
[2020-11-21 22:45:00	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0310302 | val_loss: 0.0312754 | Time: 1888.86 ms
[2020-11-21 22:45:02	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0310283 | val_loss: 0.0312495 | Time: 1906.82 ms
[2020-11-21 22:45:03	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0310156 | val_loss: 0.0312809 | Time: 1839.9 ms
[2020-11-21 22:45:05	                main:574]	:	INFO	:	Epoch 802 | loss: 0.0310132 | val_loss: 0.0312846 | Time: 1833.97 ms
[2020-11-21 22:45:07	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0310728 | val_loss: 0.0312375 | Time: 1891.04 ms
[2020-11-21 22:45:09	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0310581 | val_loss: 0.0312552 | Time: 1882.05 ms
[2020-11-21 22:45:11	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0310396 | val_loss: 0.0312627 | Time: 1851.28 ms
[2020-11-21 22:45:13	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0310288 | val_loss: 0.0312519 | Time: 1854.72 ms
[2020-11-21 22:45:15	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0310193 | val_loss: 0.0312869 | Time: 1849.4 ms
[2020-11-21 22:45:16	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0310144 | val_loss: 0.0312664 | Time: 1864.45 ms
[2020-11-21 22:45:18	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0310139 | val_loss: 0.0312774 | Time: 1870.78 ms
[2020-11-21 22:45:20	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0310212 | val_loss: 0.031257 | Time: 1878.48 ms
[2020-11-21 22:45:22	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0310225 | val_loss: 0.0312902 | Time: 1876.78 ms
[2020-11-21 22:45:24	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0310284 | val_loss: 0.0312867 | Time: 1885.48 ms
[2020-11-21 22:45:26	                main:574]	:	INFO	:	Epoch 813 | loss: 0.0310223 | val_loss: 0.0312637 | Time: 1887.09 ms
[2020-11-21 22:45:28	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0310197 | val_loss: 0.0312884 | Time: 1862.46 ms
[2020-11-21 22:45:30	                main:574]	:	INFO	:	Epoch 815 | loss: 0.031017 | val_loss: 0.0312819 | Time: 1861.69 ms
[2020-11-21 22:45:32	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0310196 | val_loss: 0.0312763 | Time: 1864.19 ms
[2020-11-21 22:45:33	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0310164 | val_loss: 0.031275 | Time: 1864.48 ms
[2020-11-21 22:45:35	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0310184 | val_loss: 0.0312686 | Time: 1870.79 ms
[2020-11-21 22:45:37	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0310235 | val_loss: 0.0312531 | Time: 1871.31 ms
[2020-11-21 22:45:39	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0310159 | val_loss: 0.0312879 | Time: 1875.89 ms
[2020-11-21 22:45:41	                main:574]	:	INFO	:	Epoch 821 | loss: 0.031022 | val_loss: 0.0312625 | Time: 1877.55 ms
[2020-11-21 22:45:43	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0310228 | val_loss: 0.0312833 | Time: 1870.71 ms
[2020-11-21 22:45:45	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0310172 | val_loss: 0.0312724 | Time: 1877.27 ms
[2020-11-21 22:45:47	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0310153 | val_loss: 0.0312719 | Time: 1850.11 ms
[2020-11-21 22:45:48	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0310257 | val_loss: 0.0312705 | Time: 1864.01 ms
[2020-11-21 22:45:50	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0310249 | val_loss: 0.0312877 | Time: 1870.57 ms
[2020-11-21 22:45:52	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0310251 | val_loss: 0.0312795 | Time: 1859.58 ms
[2020-11-21 22:45:54	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0310205 | val_loss: 0.0312585 | Time: 1833.86 ms
[2020-11-21 22:45:56	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0310173 | val_loss: 0.0312662 | Time: 1859.19 ms
[2020-11-21 22:45:58	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0310159 | val_loss: 0.0312779 | Time: 1880.09 ms
[2020-11-21 22:46:00	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0310194 | val_loss: 0.0312766 | Time: 1876.41 ms
[2020-11-21 22:46:02	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0310289 | val_loss: 0.0312707 | Time: 1887.88 ms
[2020-11-21 22:46:03	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0310363 | val_loss: 0.0312607 | Time: 1858.94 ms
[2020-11-21 22:46:05	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0310274 | val_loss: 0.0312625 | Time: 1878.11 ms
[2020-11-21 22:46:07	                main:574]	:	INFO	:	Epoch 835 | loss: 0.031023 | val_loss: 0.0312659 | Time: 1862.49 ms
[2020-11-21 22:46:09	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0310235 | val_loss: 0.0312749 | Time: 1850.3 ms
[2020-11-21 22:46:11	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0310295 | val_loss: 0.0312612 | Time: 1866.86 ms
[2020-11-21 22:46:13	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0310241 | val_loss: 0.031269 | Time: 1890.45 ms
[2020-11-21 22:46:15	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0310218 | val_loss: 0.0312654 | Time: 1895.68 ms
[2020-11-21 22:46:17	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0310208 | val_loss: 0.0312688 | Time: 1880.18 ms
[2020-11-21 22:46:18	                main:574]	:	INFO	:	Epoch 841 | loss: 0.031016 | val_loss: 0.031305 | Time: 1876.91 ms
[2020-11-21 22:46:20	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0310235 | val_loss: 0.031271 | Time: 1873.64 ms
[2020-11-21 22:46:22	                main:574]	:	INFO	:	Epoch 843 | loss: 0.031022 | val_loss: 0.0312702 | Time: 1889.2 ms
[2020-11-21 22:46:24	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0310181 | val_loss: 0.0312882 | Time: 1880.11 ms
[2020-11-21 22:46:26	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0310268 | val_loss: 0.0312618 | Time: 1868.57 ms
[2020-11-21 22:46:28	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0310254 | val_loss: 0.0312878 | Time: 1871.18 ms
[2020-11-21 22:46:30	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0310196 | val_loss: 0.0312642 | Time: 1869.76 ms
[2020-11-21 22:46:32	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0310179 | val_loss: 0.0312848 | Time: 1853.25 ms
[2020-11-21 22:46:34	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0310244 | val_loss: 0.031286 | Time: 1868.34 ms
[2020-11-21 22:46:35	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0310296 | val_loss: 0.0312649 | Time: 1885.93 ms
[2020-11-21 22:46:37	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0310231 | val_loss: 0.031285 | Time: 1867.44 ms
[2020-11-21 22:46:39	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0310181 | val_loss: 0.0312662 | Time: 1880.65 ms
[2020-11-21 22:46:41	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0310185 | val_loss: 0.0312647 | Time: 1875.27 ms
[2020-11-21 22:46:43	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0310186 | val_loss: 0.0312969 | Time: 1876.47 ms
[2020-11-21 22:46:45	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0310336 | val_loss: 0.0312778 | Time: 1854.78 ms
[2020-11-21 22:46:47	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0310338 | val_loss: 0.0312888 | Time: 1852.99 ms
[2020-11-21 22:46:49	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0310251 | val_loss: 0.0312793 | Time: 1866.97 ms
[2020-11-21 22:46:50	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0310318 | val_loss: 0.0312548 | Time: 1878.7 ms
[2020-11-21 22:46:52	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0310264 | val_loss: 0.0312989 | Time: 1880.23 ms
[2020-11-21 22:46:54	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0310202 | val_loss: 0.0312712 | Time: 1875.72 ms
[2020-11-21 22:46:56	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0310184 | val_loss: 0.0312701 | Time: 1881.94 ms
[2020-11-21 22:46:58	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0310455 | val_loss: 0.0312487 | Time: 1862.02 ms
[2020-11-21 22:47:00	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0310388 | val_loss: 0.0312767 | Time: 1878.89 ms
[2020-11-21 22:47:02	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0310265 | val_loss: 0.0312658 | Time: 1859.81 ms
[2020-11-21 22:47:04	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0310185 | val_loss: 0.0312798 | Time: 1880.42 ms
[2020-11-21 22:47:05	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0310184 | val_loss: 0.0312703 | Time: 1881.16 ms
[2020-11-21 22:47:07	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0310165 | val_loss: 0.0312862 | Time: 1872.44 ms
[2020-11-21 22:47:09	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0310236 | val_loss: 0.0312812 | Time: 1856.8 ms
[2020-11-21 22:47:11	                main:574]	:	INFO	:	Epoch 869 | loss: 0.031024 | val_loss: 0.0312741 | Time: 1880.14 ms
[2020-11-21 22:47:13	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0310233 | val_loss: 0.0312743 | Time: 1876.87 ms
[2020-11-21 22:47:15	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0310163 | val_loss: 0.0312635 | Time: 1867.85 ms
[2020-11-21 22:47:17	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0310118 | val_loss: 0.031306 | Time: 1866.43 ms
[2020-11-21 22:47:19	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0310133 | val_loss: 0.03126 | Time: 1866.77 ms
[2020-11-21 22:47:20	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0310175 | val_loss: 0.0312841 | Time: 1873.34 ms
[2020-11-21 22:47:22	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0310228 | val_loss: 0.0312619 | Time: 1856.93 ms
[2020-11-21 22:47:24	                main:574]	:	INFO	:	Epoch 876 | loss: 0.031025 | val_loss: 0.0312841 | Time: 1876.36 ms
[2020-11-21 22:47:26	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0310136 | val_loss: 0.0312679 | Time: 1874.42 ms
[2020-11-21 22:47:28	                main:574]	:	INFO	:	Epoch 878 | loss: 0.031014 | val_loss: 0.0312716 | Time: 1884.59 ms
[2020-11-21 22:47:30	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0310167 | val_loss: 0.0312699 | Time: 1873.45 ms
[2020-11-21 22:47:32	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0310272 | val_loss: 0.0312759 | Time: 1860.18 ms
[2020-11-21 22:47:34	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0310286 | val_loss: 0.0312953 | Time: 1875.24 ms
[2020-11-21 22:47:36	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0310247 | val_loss: 0.0312714 | Time: 1879.12 ms
[2020-11-21 22:47:37	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0310183 | val_loss: 0.0312733 | Time: 1872.56 ms
[2020-11-21 22:47:39	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0310148 | val_loss: 0.0312694 | Time: 1901.26 ms
[2020-11-21 22:47:41	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0310121 | val_loss: 0.0312784 | Time: 1875.21 ms
[2020-11-21 22:47:43	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0310155 | val_loss: 0.0312847 | Time: 1878.58 ms
[2020-11-21 22:47:45	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0310264 | val_loss: 0.031252 | Time: 1854.74 ms
[2020-11-21 22:47:47	                main:574]	:	INFO	:	Epoch 888 | loss: 0.03102 | val_loss: 0.0312813 | Time: 1860.66 ms
[2020-11-21 22:47:49	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0310175 | val_loss: 0.0312956 | Time: 1859.81 ms
[2020-11-21 22:47:51	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0310165 | val_loss: 0.0312891 | Time: 1873.05 ms
[2020-11-21 22:47:52	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0310197 | val_loss: 0.0312752 | Time: 1886.57 ms
[2020-11-21 22:47:54	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0310138 | val_loss: 0.0312825 | Time: 1872.89 ms
[2020-11-21 22:47:56	                main:574]	:	INFO	:	Epoch 893 | loss: 0.031019 | val_loss: 0.0312604 | Time: 1859.83 ms
[2020-11-21 22:47:58	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0310187 | val_loss: 0.0312849 | Time: 1888.66 ms
[2020-11-21 22:48:00	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0310167 | val_loss: 0.0312632 | Time: 1873.21 ms
[2020-11-21 22:48:02	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0310304 | val_loss: 0.031247 | Time: 1880.3 ms
[2020-11-21 22:48:04	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0310265 | val_loss: 0.0312858 | Time: 1863.05 ms
[2020-11-21 22:48:06	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0310219 | val_loss: 0.0312927 | Time: 1880.19 ms
[2020-11-21 22:48:08	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0310168 | val_loss: 0.031285 | Time: 1881.14 ms
[2020-11-21 22:48:09	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0310133 | val_loss: 0.0312759 | Time: 1890 ms
[2020-11-21 22:48:11	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0310159 | val_loss: 0.0312705 | Time: 1881.44 ms
[2020-11-21 22:48:13	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0310159 | val_loss: 0.0312757 | Time: 1891 ms
[2020-11-21 22:48:15	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0310158 | val_loss: 0.0312759 | Time: 1883.5 ms
[2020-11-21 22:48:17	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0310161 | val_loss: 0.0312745 | Time: 1864.05 ms
[2020-11-21 22:48:19	                main:574]	:	INFO	:	Epoch 905 | loss: 0.031017 | val_loss: 0.0312773 | Time: 1868.06 ms
[2020-11-21 22:48:21	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0310157 | val_loss: 0.0312778 | Time: 1857.35 ms
[2020-11-21 22:48:23	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0310163 | val_loss: 0.0312701 | Time: 1851.35 ms
[2020-11-21 22:48:24	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0310216 | val_loss: 0.0312845 | Time: 1864.1 ms
[2020-11-21 22:48:26	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0310354 | val_loss: 0.0312485 | Time: 1851.41 ms
[2020-11-21 22:48:28	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0310229 | val_loss: 0.0312557 | Time: 1885.77 ms
[2020-11-21 22:48:30	                main:574]	:	INFO	:	Epoch 911 | loss: 0.03102 | val_loss: 0.0312746 | Time: 1879.22 ms
[2020-11-21 22:48:32	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0310187 | val_loss: 0.0312697 | Time: 1863.18 ms
[2020-11-21 22:48:34	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0310263 | val_loss: 0.0312702 | Time: 1870.84 ms
[2020-11-21 22:48:36	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0310171 | val_loss: 0.0312711 | Time: 1886.18 ms
[2020-11-21 22:48:38	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0310096 | val_loss: 0.0312729 | Time: 1878.64 ms
[2020-11-21 22:48:39	                main:574]	:	INFO	:	Epoch 916 | loss: 0.031016 | val_loss: 0.0312942 | Time: 1865.29 ms
[2020-11-21 22:48:41	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0311045 | val_loss: 0.0312096 | Time: 1851.37 ms
[2020-11-21 22:48:43	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0311772 | val_loss: 0.0312129 | Time: 1877.05 ms
[2020-11-21 22:48:45	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311598 | val_loss: 0.0311977 | Time: 1870.78 ms
[2020-11-21 22:48:47	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0311434 | val_loss: 0.0311937 | Time: 1873.36 ms
[2020-11-21 22:48:49	                main:574]	:	INFO	:	Epoch 921 | loss: 0.031125 | val_loss: 0.0312011 | Time: 1879.28 ms
[2020-11-21 22:48:51	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0311102 | val_loss: 0.0312033 | Time: 1846.84 ms
[2020-11-21 22:48:53	                main:574]	:	INFO	:	Epoch 923 | loss: 0.031098 | val_loss: 0.0312157 | Time: 1857.32 ms
[2020-11-21 22:48:54	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0310877 | val_loss: 0.0312382 | Time: 1889.4 ms
[2020-11-21 22:48:56	                main:574]	:	INFO	:	Epoch 925 | loss: 0.031071 | val_loss: 0.0312367 | Time: 1884.53 ms
[2020-11-21 22:48:58	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0310556 | val_loss: 0.031238 | Time: 1858.88 ms
[2020-11-21 22:49:00	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0310415 | val_loss: 0.0312371 | Time: 1858.83 ms
[2020-11-21 22:49:02	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0310345 | val_loss: 0.0312589 | Time: 1873.98 ms
[2020-11-21 22:49:04	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0310237 | val_loss: 0.0312706 | Time: 1886.99 ms
[2020-11-21 22:49:06	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0310206 | val_loss: 0.0312774 | Time: 1869.31 ms
[2020-11-21 22:49:08	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0310319 | val_loss: 0.0312609 | Time: 1878.14 ms
[2020-11-21 22:49:10	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0310361 | val_loss: 0.0312562 | Time: 1887.54 ms
[2020-11-21 22:49:11	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0310271 | val_loss: 0.0312586 | Time: 1873.81 ms
[2020-11-21 22:49:13	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0310223 | val_loss: 0.0312708 | Time: 1877.08 ms
[2020-11-21 22:49:15	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0310189 | val_loss: 0.0312847 | Time: 1886.66 ms
[2020-11-21 22:49:17	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0311232 | val_loss: 0.0311996 | Time: 1877.36 ms
[2020-11-21 22:49:19	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0311836 | val_loss: 0.0311819 | Time: 1852.77 ms
[2020-11-21 22:49:21	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0311738 | val_loss: 0.0311882 | Time: 1843.4 ms
[2020-11-21 22:49:23	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 1853.77 ms
[2020-11-21 22:49:25	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 1846.12 ms
[2020-11-21 22:49:26	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311541 | val_loss: 0.0311792 | Time: 1816.13 ms
[2020-11-21 22:49:28	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 1878.52 ms
[2020-11-21 22:49:30	                main:574]	:	INFO	:	Epoch 943 | loss: 0.031146 | val_loss: 0.0311698 | Time: 1875.43 ms
[2020-11-21 22:49:32	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0311438 | val_loss: 0.0311702 | Time: 1880.05 ms
[2020-11-21 22:49:34	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311427 | val_loss: 0.0311738 | Time: 1880.93 ms
[2020-11-21 22:49:36	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0311416 | val_loss: 0.031172 | Time: 1874.16 ms
[2020-11-21 22:49:38	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311374 | val_loss: 0.031172 | Time: 1876.03 ms
[2020-11-21 22:49:39	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0311359 | val_loss: 0.0311698 | Time: 1855.58 ms
[2020-11-21 22:49:41	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311332 | val_loss: 0.0311762 | Time: 1864.71 ms
[2020-11-21 22:49:43	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311358 | val_loss: 0.0311735 | Time: 1880.8 ms
[2020-11-21 22:49:45	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0311393 | val_loss: 0.0311806 | Time: 1852.45 ms
[2020-11-21 22:49:47	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0311321 | val_loss: 0.0311767 | Time: 1876.31 ms
[2020-11-21 22:49:49	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0311313 | val_loss: 0.0311795 | Time: 1875.26 ms
[2020-11-21 22:49:51	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0311307 | val_loss: 0.031175 | Time: 1864.01 ms
[2020-11-21 22:49:53	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311289 | val_loss: 0.0311769 | Time: 1888.21 ms
[2020-11-21 22:49:55	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311299 | val_loss: 0.0311834 | Time: 1877.01 ms
[2020-11-21 22:49:56	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311289 | val_loss: 0.0311773 | Time: 1883.72 ms
[2020-11-21 22:49:58	                main:574]	:	INFO	:	Epoch 958 | loss: 0.031137 | val_loss: 0.0311759 | Time: 1872.3 ms
[2020-11-21 22:50:00	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0311307 | val_loss: 0.031177 | Time: 1862.65 ms
[2020-11-21 22:50:02	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0311264 | val_loss: 0.0311805 | Time: 1854.61 ms
[2020-11-21 22:50:04	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0311245 | val_loss: 0.0311798 | Time: 1875.82 ms
[2020-11-21 22:50:06	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0311235 | val_loss: 0.0311899 | Time: 1866.41 ms
[2020-11-21 22:50:08	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311217 | val_loss: 0.0311838 | Time: 1874.52 ms
[2020-11-21 22:50:10	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311191 | val_loss: 0.0311858 | Time: 1886.05 ms
[2020-11-21 22:50:11	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0311216 | val_loss: 0.0311784 | Time: 1873.61 ms
[2020-11-21 22:50:13	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311227 | val_loss: 0.0311822 | Time: 1882.22 ms
[2020-11-21 22:50:15	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311194 | val_loss: 0.0311818 | Time: 1876.77 ms
[2020-11-21 22:50:17	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311193 | val_loss: 0.0311823 | Time: 1885.58 ms
[2020-11-21 22:50:19	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311169 | val_loss: 0.0311881 | Time: 1887.47 ms
[2020-11-21 22:50:21	                main:574]	:	INFO	:	Epoch 970 | loss: 0.031116 | val_loss: 0.0311883 | Time: 1865.68 ms
[2020-11-21 22:50:23	                main:574]	:	INFO	:	Epoch 971 | loss: 0.031117 | val_loss: 0.0311833 | Time: 1863.02 ms
[2020-11-21 22:50:25	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0311169 | val_loss: 0.0311856 | Time: 1872.61 ms
[2020-11-21 22:50:26	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0311139 | val_loss: 0.031184 | Time: 1871.12 ms
[2020-11-21 22:50:28	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0311166 | val_loss: 0.0311873 | Time: 1854.09 ms
[2020-11-21 22:50:30	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311183 | val_loss: 0.0311827 | Time: 1875.35 ms
[2020-11-21 22:50:32	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0311158 | val_loss: 0.0311834 | Time: 1887.18 ms
[2020-11-21 22:50:34	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311136 | val_loss: 0.0311881 | Time: 1881.72 ms
[2020-11-21 22:50:36	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0311167 | val_loss: 0.0311949 | Time: 1857.97 ms
[2020-11-21 22:50:38	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311189 | val_loss: 0.0311829 | Time: 1877.42 ms
[2020-11-21 22:50:40	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0311164 | val_loss: 0.0311888 | Time: 1854.92 ms
[2020-11-21 22:50:41	                main:574]	:	INFO	:	Epoch 981 | loss: 0.0311147 | val_loss: 0.0311892 | Time: 1857.54 ms
[2020-11-21 22:50:43	                main:574]	:	INFO	:	Epoch 982 | loss: 0.031112 | val_loss: 0.0311845 | Time: 1849.31 ms
[2020-11-21 22:50:45	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0311139 | val_loss: 0.0311853 | Time: 1874.99 ms
[2020-11-21 22:50:47	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0311192 | val_loss: 0.031186 | Time: 1861.07 ms
[2020-11-21 22:50:49	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0311176 | val_loss: 0.0311875 | Time: 1852.35 ms
[2020-11-21 22:50:51	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0311118 | val_loss: 0.0311857 | Time: 1852.71 ms
[2020-11-21 22:50:53	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0311117 | val_loss: 0.0311883 | Time: 1880.5 ms
[2020-11-21 22:50:55	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311131 | val_loss: 0.0311819 | Time: 1895.77 ms
[2020-11-21 22:50:57	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311264 | val_loss: 0.0311878 | Time: 1897.21 ms
[2020-11-21 22:50:58	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0311296 | val_loss: 0.0311753 | Time: 1903.99 ms
[2020-11-21 22:51:00	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0311231 | val_loss: 0.0311789 | Time: 1890.06 ms
[2020-11-21 22:51:02	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311168 | val_loss: 0.0311836 | Time: 1860.28 ms
[2020-11-21 22:51:04	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311143 | val_loss: 0.0311819 | Time: 1884.24 ms
[2020-11-21 22:51:06	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0311121 | val_loss: 0.0311887 | Time: 1867.26 ms
[2020-11-21 22:51:08	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0311525 | val_loss: 0.0311972 | Time: 1841.35 ms
[2020-11-21 22:51:10	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0311985 | val_loss: 0.0312243 | Time: 1836.06 ms
[2020-11-21 22:51:12	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0330819 | val_loss: 0.0325976 | Time: 1854.87 ms
[2020-11-21 22:51:13	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0362511 | val_loss: 0.0320194 | Time: 1858.3 ms
[2020-11-21 22:51:15	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0321439 | val_loss: 0.0315402 | Time: 1878.71 ms
[2020-11-21 22:51:17	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0313368 | val_loss: 0.0312757 | Time: 1883.22 ms
[2020-11-21 22:51:19	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0312676 | val_loss: 0.0312583 | Time: 1898.31 ms
[2020-11-21 22:51:21	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.031254 | val_loss: 0.0312526 | Time: 1880.37 ms
[2020-11-21 22:51:23	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1889.61 ms
[2020-11-21 22:51:25	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1889.33 ms
[2020-11-21 22:51:27	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1877.11 ms
[2020-11-21 22:51:29	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1892.8 ms
[2020-11-21 22:51:30	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1866.82 ms
[2020-11-21 22:51:32	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1877.42 ms
[2020-11-21 22:51:34	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1866.27 ms
[2020-11-21 22:51:36	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1859.68 ms
[2020-11-21 22:51:38	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1864.07 ms
[2020-11-21 22:51:40	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1891.31 ms
[2020-11-21 22:51:42	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1878.88 ms
[2020-11-21 22:51:44	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1886.35 ms
[2020-11-21 22:51:45	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1875.38 ms
[2020-11-21 22:51:47	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.03125 | val_loss: 0.03125 | Time: 1848.46 ms
[2020-11-21 22:51:49	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1866.56 ms
[2020-11-21 22:51:51	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1878.88 ms
[2020-11-21 22:51:53	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1868.18 ms
[2020-11-21 22:51:55	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1854.64 ms
[2020-11-21 22:51:57	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1836.39 ms
[2020-11-21 22:51:59	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.03125 | val_loss: 0.03125 | Time: 1861.64 ms
[2020-11-21 22:52:00	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1884.84 ms
[2020-11-21 22:52:02	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1878.7 ms
[2020-11-21 22:52:02	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0312496
[2020-11-21 22:52:02	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-21 22:52:02	                main:608]	:	INFO	:	Success, exiting..
22:52:02 (44276): 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)