Task 3041052
| Name | EightBitModified-1605455737-5596-0_1 |
| Workunit | 1337383 |
| Created | 23 Nov 2020, 8:03:59 UTC |
| Sent | 23 Nov 2020, 8:07:08 UTC |
| Report deadline | 1 Dec 2020, 8:07:08 UTC |
| Received | 23 Nov 2020, 23:56:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4439 |
| Run time | 4 hours 26 min 28 sec |
| CPU time | 4 hours 24 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,458.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 3.20 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -23 16:46:41 main:574] : INFO : Epoch 514 | loss: 0.0314289 | val_loss: 0.0314159 | Time: 15267.8 ms [2020-11-23 16:46:56 main:574] : INFO : Epoch 515 | loss: 0.0313915 | val_loss: 0.0313903 | Time: 15017.3 ms [2020-11-23 16:47:11 main:574] : INFO : Epoch 516 | loss: 0.0313864 | val_loss: 0.0314001 | Time: 15229.3 ms [2020-11-23 16:47:26 main:574] : INFO : Epoch 517 | loss: 0.0314964 | val_loss: 0.0314686 | Time: 15237.6 ms [2020-11-23 16:47:42 main:574] : INFO : Epoch 518 | loss: 0.0314588 | val_loss: 0.0315633 | Time: 15485.6 ms [2020-11-23 16:47:57 main:574] : INFO : Epoch 519 | loss: 0.0314285 | val_loss: 0.0314093 | Time: 15219.4 ms [2020-11-23 16:48:12 main:574] : INFO : Epoch 520 | loss: 0.0313939 | val_loss: 0.0313955 | Time: 15344.2 ms [2020-11-23 16:48:28 main:574] : INFO : Epoch 521 | loss: 0.0313869 | val_loss: 0.0314106 | Time: 15451.4 ms [2020-11-23 16:48:43 main:574] : INFO : Epoch 522 | loss: 0.0314465 | val_loss: 0.0314135 | Time: 15191 ms [2020-11-23 16:48:58 main:574] : INFO : Epoch 523 | loss: 0.0313958 | val_loss: 0.0314077 | Time: 15181.8 ms [2020-11-23 16:49:13 main:574] : INFO : Epoch 524 | loss: 0.0313887 | val_loss: 0.0314055 | Time: 15246.5 ms [2020-11-23 16:49:28 main:574] : INFO : Epoch 525 | loss: 0.0314179 | val_loss: 0.0314134 | Time: 15066 ms [2020-11-23 16:49:44 main:574] : INFO : Epoch 526 | loss: 0.0313888 | val_loss: 0.0314006 | Time: 15484.2 ms [2020-11-23 16:49:59 main:574] : INFO : Epoch 527 | loss: 0.0313823 | val_loss: 0.0313981 | Time: 15206.5 ms [2020-11-23 16:50:14 main:574] : INFO : Epoch 528 | loss: 0.0313981 | val_loss: 0.0314373 | Time: 15346 ms [2020-11-23 16:50:29 main:574] : INFO : Epoch 529 | loss: 0.0313992 | val_loss: 0.0314015 | Time: 14872 ms [2020-11-23 16:50:44 main:574] : INFO : Epoch 530 | loss: 0.031397 | val_loss: 0.0314204 | Time: 14872.9 ms [2020-11-23 16:51:00 main:574] : INFO : Epoch 531 | loss: 0.0314277 | val_loss: 0.0314465 | Time: 15316.1 ms [2020-11-23 16:51:15 main:574] : INFO : Epoch 532 | loss: 0.0314159 | val_loss: 0.0314145 | Time: 15188.4 ms [2020-11-23 16:51:30 main:574] : INFO : Epoch 533 | loss: 0.0313857 | val_loss: 0.0313956 | Time: 15114.3 ms [2020-11-23 16:51:45 main:574] : INFO : Epoch 534 | loss: 0.0314293 | val_loss: 0.0314247 | Time: 15461.2 ms [2020-11-23 16:52:01 main:574] : INFO : Epoch 535 | loss: 0.0313973 | val_loss: 0.0313994 | Time: 15265.2 ms [2020-11-23 16:52:16 main:574] : INFO : Epoch 536 | loss: 0.031386 | val_loss: 0.0313973 | Time: 15197.5 ms [2020-11-23 16:52:31 main:574] : INFO : Epoch 537 | loss: 0.0314032 | val_loss: 0.0314791 | Time: 15430.8 ms [2020-11-23 16:52:46 main:574] : INFO : Epoch 538 | loss: 0.0314555 | val_loss: 0.0314204 | Time: 15044.6 ms [2020-11-23 16:53:01 main:574] : INFO : Epoch 539 | loss: 0.0313952 | val_loss: 0.0313946 | Time: 15157.6 ms [2020-11-23 16:53:16 main:574] : INFO : Epoch 540 | loss: 0.0313879 | val_loss: 0.0313921 | Time: 14924.6 ms [2020-11-23 16:53:32 main:574] : INFO : Epoch 541 | loss: 0.0313808 | val_loss: 0.0314079 | Time: 15168.9 ms [2020-11-23 16:53:47 main:574] : INFO : Epoch 542 | loss: 0.0314469 | val_loss: 0.0314441 | Time: 15490.6 ms [2020-11-23 16:54:02 main:574] : INFO : Epoch 543 | loss: 0.0314047 | val_loss: 0.0314038 | Time: 15211.1 ms [2020-11-23 16:54:18 main:574] : INFO : Epoch 544 | loss: 0.0313974 | val_loss: 0.0314073 | Time: 15297.9 ms [2020-11-23 16:54:33 main:574] : INFO : Epoch 545 | loss: 0.0314154 | val_loss: 0.0314081 | Time: 15249.8 ms [2020-11-23 16:54:48 main:574] : INFO : Epoch 546 | loss: 0.0313973 | val_loss: 0.0314239 | Time: 15164.4 ms [2020-11-23 16:55:03 main:574] : INFO : Epoch 547 | loss: 0.0314095 | val_loss: 0.031411 | Time: 15171 ms [2020-11-23 16:55:19 main:574] : INFO : Epoch 548 | loss: 0.0313888 | val_loss: 0.0314224 | Time: 15284.8 ms [2020-11-23 16:55:34 main:574] : INFO : Epoch 549 | loss: 0.0313974 | val_loss: 0.0314092 | Time: 15127.6 ms [2020-11-23 16:55:49 main:574] : INFO : Epoch 550 | loss: 0.0314002 | val_loss: 0.0314037 | Time: 15243.1 ms [2020-11-23 16:56:04 main:574] : INFO : Epoch 551 | loss: 0.0314288 | val_loss: 0.0314323 | Time: 15055.6 ms [2020-11-23 16:56:19 main:574] : INFO : Epoch 552 | loss: 0.0314124 | val_loss: 0.0314166 | Time: 15250 ms [2020-11-23 16:56:35 main:574] : INFO : Epoch 553 | loss: 0.0313922 | val_loss: 0.0313951 | Time: 15331.9 ms [2020-11-23 16:56:50 main:574] : INFO : Epoch 554 | loss: 0.0313954 | val_loss: 0.031435 | Time: 15368 ms [2020-11-23 16:57:05 main:574] : INFO : Epoch 555 | loss: 0.0314092 | val_loss: 0.031404 | Time: 15264.7 ms [2020-11-23 16:57:21 main:574] : INFO : Epoch 556 | loss: 0.0313846 | val_loss: 0.0313997 | Time: 15349.5 ms [2020-11-23 16:57:36 main:574] : INFO : Epoch 557 | loss: 0.0314002 | val_loss: 0.031451 | Time: 15164.3 ms [2020-11-23 16:57:51 main:574] : INFO : Epoch 558 | loss: 0.0314299 | val_loss: 0.0314101 | Time: 14987.9 ms [2020-11-23 16:58:06 main:574] : INFO : Epoch 559 | loss: 0.0313953 | val_loss: 0.0313981 | Time: 15101.5 ms [2020-11-23 16:58:21 main:574] : INFO : Epoch 560 | loss: 0.0314229 | val_loss: 0.031431 | Time: 15336.7 ms [2020-11-23 16:58:36 main:574] : INFO : Epoch 561 | loss: 0.0314052 | val_loss: 0.0314134 | Time: 15103 ms [2020-11-23 16:58:52 main:574] : INFO : Epoch 562 | loss: 0.0313865 | val_loss: 0.0314038 | Time: 15359.5 ms [2020-11-23 16:59:07 main:574] : INFO : Epoch 563 | loss: 0.0313913 | val_loss: 0.0314278 | Time: 15216.5 ms [2020-11-23 16:59:22 main:574] : INFO : Epoch 564 | loss: 0.031422 | val_loss: 0.0313994 | Time: 15378.4 ms [2020-11-23 16:59:37 main:574] : INFO : Epoch 565 | loss: 0.0313825 | val_loss: 0.0313926 | Time: 14968.1 ms [2020-11-23 16:59:53 main:574] : INFO : Epoch 566 | loss: 0.0313774 | val_loss: 0.0314052 | Time: 15078.7 ms [2020-11-23 17:00:08 main:574] : INFO : Epoch 567 | loss: 0.0314221 | val_loss: 0.0314313 | Time: 15172.3 ms [2020-11-23 17:00:23 main:574] : INFO : Epoch 568 | loss: 0.0314333 | val_loss: 0.031465 | Time: 15321.3 ms [2020-11-23 17:00:38 main:574] : INFO : Epoch 569 | loss: 0.0314073 | val_loss: 0.0314231 | Time: 15292.6 ms [2020-11-23 17:00:53 main:574] : INFO : Epoch 570 | loss: 0.031392 | val_loss: 0.0313925 | Time: 14944 ms [2020-11-23 17:01:08 main:574] : INFO : Epoch 571 | loss: 0.0313869 | val_loss: 0.0314229 | Time: 14884.4 ms [2020-11-23 17:01:23 main:574] : INFO : Epoch 572 | loss: 0.031486 | val_loss: 0.0314866 | Time: 14986.9 ms [2020-11-23 17:01:38 main:574] : INFO : Epoch 573 | loss: 0.0314179 | val_loss: 0.0314095 | Time: 15181.2 ms [2020-11-23 17:01:53 main:574] : INFO : Epoch 574 | loss: 0.0313936 | val_loss: 0.0313986 | Time: 15037.7 ms [2020-11-23 17:02:09 main:574] : INFO : Epoch 575 | loss: 0.0313809 | val_loss: 0.0313938 | Time: 15018.2 ms [2020-11-23 17:02:24 main:574] : INFO : Epoch 576 | loss: 0.0313915 | val_loss: 0.031442 | Time: 15024.8 ms [2020-11-23 17:02:39 main:574] : INFO : Epoch 577 | loss: 0.031405 | val_loss: 0.0314065 | Time: 15044.1 ms [2020-11-23 17:02:54 main:574] : INFO : Epoch 578 | loss: 0.0313888 | val_loss: 0.0313968 | Time: 14907.9 ms [2020-11-23 17:03:09 main:574] : INFO : Epoch 579 | loss: 0.031387 | val_loss: 0.0314368 | Time: 15371.4 ms [2020-11-23 17:03:24 main:574] : INFO : Epoch 580 | loss: 0.0314214 | val_loss: 0.0314028 | Time: 15304 ms [2020-11-23 17:03:39 main:574] : INFO : Epoch 581 | loss: 0.0313993 | val_loss: 0.0314125 | Time: 14871.1 ms [2020-11-23 17:03:54 main:574] : INFO : Epoch 582 | loss: 0.031401 | val_loss: 0.0314009 | Time: 15188.4 ms [2020-11-23 17:04:09 main:574] : INFO : Epoch 583 | loss: 0.0313796 | val_loss: 0.031413 | Time: 15040.3 ms [2020-11-23 17:04:24 main:574] : INFO : Epoch 584 | loss: 0.0314432 | val_loss: 0.0314296 | Time: 14683.6 ms [2020-11-23 17:04:39 main:574] : INFO : Epoch 585 | loss: 0.0314182 | val_loss: 0.0314666 | Time: 15048.5 ms [2020-11-23 17:04:54 main:574] : INFO : Epoch 586 | loss: 0.0314004 | val_loss: 0.0313973 | Time: 15181.5 ms [2020-11-23 17:05:10 main:574] : INFO : Epoch 587 | loss: 0.031381 | val_loss: 0.0313939 | Time: 15352.9 ms [2020-11-23 17:05:25 main:574] : INFO : Epoch 588 | loss: 0.0313825 | val_loss: 0.0314119 | Time: 15155 ms [2020-11-23 17:05:40 main:574] : INFO : Epoch 589 | loss: 0.0314512 | val_loss: 0.0314496 | Time: 15323.9 ms [2020-11-23 17:05:55 main:574] : INFO : Epoch 590 | loss: 0.0314203 | val_loss: 0.0314324 | Time: 15202.4 ms [2020-11-23 17:06:11 main:574] : INFO : Epoch 591 | loss: 0.0313956 | val_loss: 0.0313974 | Time: 15219 ms [2020-11-23 17:06:26 main:574] : INFO : Epoch 592 | loss: 0.0313824 | val_loss: 0.0313929 | Time: 14879.2 ms [2020-11-23 17:06:41 main:574] : INFO : Epoch 593 | loss: 0.0313853 | val_loss: 0.0314115 | Time: 15249.6 ms [2020-11-23 17:06:56 main:574] : INFO : Epoch 594 | loss: 0.0314221 | val_loss: 0.0314112 | Time: 15129.5 ms [2020-11-23 17:07:11 main:574] : INFO : Epoch 595 | loss: 0.0313831 | val_loss: 0.0313922 | Time: 14690 ms [2020-11-23 17:07:26 main:574] : INFO : Epoch 596 | loss: 0.0313874 | val_loss: 0.0314247 | Time: 14857.7 ms [2020-11-23 17:07:41 main:574] : INFO : Epoch 597 | loss: 0.0314243 | val_loss: 0.0314693 | Time: 15075.8 ms [2020-11-23 17:07:56 main:574] : INFO : Epoch 598 | loss: 0.0314146 | val_loss: 0.0314029 | Time: 14918.2 ms [2020-11-23 17:08:11 main:574] : INFO : Epoch 599 | loss: 0.0313833 | val_loss: 0.0314001 | Time: 15211.6 ms [2020-11-23 17:08:26 main:574] : INFO : Epoch 600 | loss: 0.0313851 | val_loss: 0.0313997 | Time: 15041 ms [2020-11-23 17:08:41 main:574] : INFO : Epoch 601 | loss: 0.0314082 | val_loss: 0.0314968 | Time: 14826.5 ms [2020-11-23 17:08:56 main:574] : INFO : Epoch 602 | loss: 0.0314107 | val_loss: 0.0314021 | Time: 15244.2 ms [2020-11-23 17:09:11 main:574] : INFO : Epoch 603 | loss: 0.0313837 | val_loss: 0.0313929 | Time: 15139.6 ms [2020-11-23 17:09:26 main:574] : INFO : Epoch 604 | loss: 0.0314117 | val_loss: 0.0314556 | Time: 15045.7 ms [2020-11-23 17:09:41 main:574] : INFO : Epoch 605 | loss: 0.0313938 | val_loss: 0.0313979 | Time: 15093.8 ms [2020-11-23 17:09:56 main:574] : INFO : Epoch 606 | loss: 0.0313802 | val_loss: 0.0314206 | Time: 15084.4 ms [2020-11-23 17:10:12 main:574] : INFO : Epoch 607 | loss: 0.031434 | val_loss: 0.0314263 | Time: 15330.4 ms [2020-11-23 17:10:27 main:574] : INFO : Epoch 608 | loss: 0.0313935 | val_loss: 0.0313959 | Time: 15079.5 ms [2020-11-23 17:10:42 main:574] : INFO : Epoch 609 | loss: 0.0313799 | val_loss: 0.0313871 | Time: 15426.8 ms [2020-11-23 17:10:57 main:574] : INFO : Epoch 610 | loss: 0.031443 | val_loss: 0.0314862 | Time: 15013.3 ms [2020-11-23 17:11:13 main:574] : INFO : Epoch 611 | loss: 0.0314199 | val_loss: 0.0314069 | Time: 15253.2 ms [2020-11-23 17:11:28 main:574] : INFO : Epoch 612 | loss: 0.0313878 | val_loss: 0.0313999 | Time: 15122.6 ms [2020-11-23 17:11:43 main:574] : INFO : Epoch 613 | loss: 0.03138 | val_loss: 0.03141 | Time: 15030.3 ms [2020-11-23 17:11:58 main:574] : INFO : Epoch 614 | loss: 0.0314222 | val_loss: 0.0314567 | Time: 15403.2 ms [2020-11-23 17:12:14 main:574] : INFO : Epoch 615 | loss: 0.0313988 | val_loss: 0.0314017 | Time: 15370.1 ms [2020-11-23 17:12:29 main:574] : INFO : Epoch 616 | loss: 0.0313846 | val_loss: 0.031406 | Time: 14968.4 ms [2020-11-23 17:12:44 main:574] : INFO : Epoch 617 | loss: 0.0313986 | val_loss: 0.0314262 | Time: 15073.4 ms [2020-11-23 17:12:59 main:574] : INFO : Epoch 618 | loss: 0.031391 | val_loss: 0.0314061 | Time: 15256.2 ms [2020-11-23 17:13:14 main:574] : INFO : Epoch 619 | loss: 0.0313916 | val_loss: 0.0314261 | Time: 15200.2 ms [2020-11-23 17:13:30 main:574] : INFO : Epoch 620 | loss: 0.0314248 | val_loss: 0.0314443 | Time: 15403.1 ms [2020-11-23 17:13:45 main:574] : INFO : Epoch 621 | loss: 0.0313943 | val_loss: 0.0313953 | Time: 15639.6 ms [2020-11-23 17:14:00 main:574] : INFO : Epoch 622 | loss: 0.0313875 | val_loss: 0.0314187 | Time: 15122.7 ms [2020-11-23 17:14:15 main:574] : INFO : Epoch 623 | loss: 0.0314143 | val_loss: 0.0314378 | Time: 15093.7 ms [2020-11-23 17:14:31 main:574] : INFO : Epoch 624 | loss: 0.0314064 | val_loss: 0.0314631 | Time: 15080.3 ms [2020-11-23 17:14:46 main:574] : INFO : Epoch 625 | loss: 0.0314049 | val_loss: 0.0313954 | Time: 15146.3 ms [2020-11-23 17:15:01 main:574] : INFO : Epoch 626 | loss: 0.0313862 | val_loss: 0.0314012 | Time: 15025.3 ms [2020-11-23 17:15:16 main:574] : INFO : Epoch 627 | loss: 0.0313785 | val_loss: 0.0314016 | Time: 15282.5 ms [2020-11-23 17:15:31 main:574] : INFO : Epoch 628 | loss: 0.0314573 | val_loss: 0.0315167 | Time: 15253.8 ms [2020-11-23 17:15:48 main:574] : INFO : Epoch 629 | loss: 0.0314411 | val_loss: 0.0314159 | Time: 16669.9 ms [2020-11-23 17:16:04 main:574] : INFO : Epoch 630 | loss: 0.0313893 | val_loss: 0.0314013 | Time: 15914.9 ms [2020-11-23 17:16:19 main:574] : INFO : Epoch 631 | loss: 0.0313863 | val_loss: 0.0313894 | Time: 15309.1 ms [2020-11-23 17:16:35 main:574] : INFO : Epoch 632 | loss: 0.0313732 | val_loss: 0.0313987 | Time: 15610.6 ms [2020-11-23 17:16:52 main:574] : INFO : Epoch 633 | loss: 0.031392 | val_loss: 0.0314731 | Time: 16745.4 ms [2020-11-23 17:17:09 main:574] : INFO : Epoch 634 | loss: 0.0314599 | val_loss: 0.0314175 | Time: 17610.3 ms [2020-11-23 17:17:25 main:574] : INFO : Epoch 635 | loss: 0.0314013 | val_loss: 0.031428 | Time: 15495.3 ms [2020-11-23 17:17:41 main:574] : INFO : Epoch 636 | loss: 0.031415 | val_loss: 0.0314573 | Time: 15698 ms [2020-11-23 17:17:58 main:574] : INFO : Epoch 637 | loss: 0.0313956 | val_loss: 0.0313909 | Time: 17469.6 ms [2020-11-23 17:18:15 main:574] : INFO : Epoch 638 | loss: 0.03138 | val_loss: 0.0313903 | Time: 16616.6 ms [2020-11-23 17:18:32 main:574] : INFO : Epoch 639 | loss: 0.0313747 | val_loss: 0.0314004 | Time: 16811.8 ms [2020-11-23 17:18:48 main:574] : INFO : Epoch 640 | loss: 0.0314218 | val_loss: 0.0314267 | Time: 15980.1 ms [2020-11-23 17:19:03 main:574] : INFO : Epoch 641 | loss: 0.0313982 | val_loss: 0.0313922 | Time: 15748.6 ms [2020-11-23 17:19:19 main:574] : INFO : Epoch 642 | loss: 0.0314096 | val_loss: 0.0314869 | Time: 15877.1 ms [2020-11-23 17:19:34 main:574] : INFO : Epoch 643 | loss: 0.0314154 | val_loss: 0.0314175 | Time: 15047.9 ms [2020-11-23 17:19:49 main:574] : INFO : Epoch 644 | loss: 0.0313828 | val_loss: 0.0313924 | Time: 15125.1 ms [2020-11-23 17:20:05 main:574] : INFO : Epoch 645 | loss: 0.03139 | val_loss: 0.0313935 | Time: 15419.5 ms [2020-11-23 17:20:20 main:574] : INFO : Epoch 646 | loss: 0.0313788 | val_loss: 0.0313868 | Time: 15398.1 ms [2020-11-23 17:20:35 main:574] : INFO : Epoch 647 | loss: 0.0313807 | val_loss: 0.0314229 | Time: 14895.9 ms [2020-11-23 17:20:50 main:574] : INFO : Epoch 648 | loss: 0.0314359 | val_loss: 0.0314399 | Time: 15144.3 ms [2020-11-23 17:21:05 main:574] : INFO : Epoch 649 | loss: 0.031406 | val_loss: 0.0314003 | Time: 15187.4 ms [2020-11-23 17:21:21 main:574] : INFO : Epoch 650 | loss: 0.031382 | val_loss: 0.0313983 | Time: 15090 ms [2020-11-23 17:21:36 main:574] : INFO : Epoch 651 | loss: 0.0313883 | val_loss: 0.0314139 | Time: 15130.7 ms [2020-11-23 17:21:51 main:574] : INFO : Epoch 652 | loss: 0.0314296 | val_loss: 0.0314398 | Time: 15024.2 ms [2020-11-23 17:22:06 main:574] : INFO : Epoch 653 | loss: 0.0313983 | val_loss: 0.0313883 | Time: 14880.8 ms [2020-11-23 17:22:21 main:574] : INFO : Epoch 654 | loss: 0.0313921 | val_loss: 0.0314138 | Time: 15138 ms [2020-11-23 17:22:36 main:574] : INFO : Epoch 655 | loss: 0.0313897 | val_loss: 0.0313872 | Time: 15040 ms [2020-11-23 17:22:51 main:574] : INFO : Epoch 656 | loss: 0.0313997 | val_loss: 0.0314316 | Time: 15151.7 ms [2020-11-23 17:23:06 main:574] : INFO : Epoch 657 | loss: 0.0314018 | val_loss: 0.0313881 | Time: 14878.4 ms [2020-11-23 17:23:21 main:574] : INFO : Epoch 658 | loss: 0.0313787 | val_loss: 0.0313992 | Time: 15002.3 ms [2020-11-23 17:23:36 main:574] : INFO : Epoch 659 | loss: 0.031395 | val_loss: 0.0314401 | Time: 14781 ms [2020-11-23 17:23:51 main:574] : INFO : Epoch 660 | loss: 0.0314528 | val_loss: 0.0314141 | Time: 14771.9 ms [2020-11-23 17:24:05 main:574] : INFO : Epoch 661 | loss: 0.0313948 | val_loss: 0.0313996 | Time: 14819.8 ms [2020-11-23 17:24:20 main:574] : INFO : Epoch 662 | loss: 0.0313821 | val_loss: 0.0313911 | Time: 14708.9 ms [2020-11-23 17:24:35 main:574] : INFO : Epoch 663 | loss: 0.0313789 | val_loss: 0.0314041 | Time: 14962.7 ms [2020-11-23 17:24:50 main:574] : INFO : Epoch 664 | loss: 0.0314258 | val_loss: 0.0314212 | Time: 14663 ms [2020-11-23 17:25:05 main:574] : INFO : Epoch 665 | loss: 0.0313958 | val_loss: 0.031391 | Time: 14907.8 ms [2020-11-23 17:25:19 main:574] : INFO : Epoch 666 | loss: 0.0313766 | val_loss: 0.0313878 | Time: 14767.4 ms [2020-11-23 17:25:34 main:574] : INFO : Epoch 667 | loss: 0.0314323 | val_loss: 0.0314838 | Time: 15039.1 ms [2020-11-23 17:25:50 main:574] : INFO : Epoch 668 | loss: 0.031414 | val_loss: 0.0314027 | Time: 15334.7 ms [2020-11-23 17:26:06 main:574] : INFO : Epoch 669 | loss: 0.0313833 | val_loss: 0.0313913 | Time: 15906.3 ms [2020-11-23 17:26:22 main:574] : INFO : Epoch 670 | loss: 0.0314044 | val_loss: 0.0313909 | Time: 15718.3 ms [2020-11-23 17:26:37 main:574] : INFO : Epoch 671 | loss: 0.0313804 | val_loss: 0.0313934 | Time: 14976.4 ms [2020-11-23 17:26:51 main:574] : INFO : Epoch 672 | loss: 0.0313787 | val_loss: 0.0313918 | Time: 14797.1 ms [2020-11-23 17:27:06 main:574] : INFO : Epoch 673 | loss: 0.0313886 | val_loss: 0.031447 | Time: 14797.3 ms [2020-11-23 17:27:21 main:574] : INFO : Epoch 674 | loss: 0.031432 | val_loss: 0.0313964 | Time: 14731.1 ms [2020-11-23 17:27:36 main:574] : INFO : Epoch 675 | loss: 0.0313835 | val_loss: 0.0313949 | Time: 14778.4 ms [2020-11-23 17:27:50 main:574] : INFO : Epoch 676 | loss: 0.0313769 | val_loss: 0.0313947 | Time: 14769.8 ms [2020-11-23 17:28:05 main:574] : INFO : Epoch 677 | loss: 0.0314337 | val_loss: 0.0314271 | Time: 14850.4 ms [2020-11-23 17:28:20 main:574] : INFO : Epoch 678 | loss: 0.0313944 | val_loss: 0.0314036 | Time: 14755.6 ms [2020-11-23 17:28:35 main:574] : INFO : Epoch 679 | loss: 0.0313827 | val_loss: 0.0313949 | Time: 14644.7 ms [2020-11-23 17:28:49 main:574] : INFO : Epoch 680 | loss: 0.0314148 | val_loss: 0.0314107 | Time: 14640.8 ms [2020-11-23 17:29:04 main:574] : INFO : Epoch 681 | loss: 0.0313822 | val_loss: 0.0313902 | Time: 14865 ms [2020-11-23 17:29:19 main:574] : INFO : Epoch 682 | loss: 0.0314091 | val_loss: 0.0314122 | Time: 14773.3 ms [2020-11-23 17:29:34 main:574] : INFO : Epoch 683 | loss: 0.0314044 | val_loss: 0.0314001 | Time: 14903.2 ms [2020-11-23 17:29:49 main:574] : INFO : Epoch 684 | loss: 0.0313791 | val_loss: 0.0313812 | Time: 14780.9 ms [2020-11-23 17:30:04 main:574] : INFO : Epoch 685 | loss: 0.0313696 | val_loss: 0.0313888 | Time: 14740.2 ms [2020-11-23 17:30:18 main:574] : INFO : Epoch 686 | loss: 0.0313853 | val_loss: 0.0314026 | Time: 14924 ms [2020-11-23 17:30:33 main:574] : INFO : Epoch 687 | loss: 0.0314005 | val_loss: 0.0314235 | Time: 14972.1 ms [2020-11-23 17:30:48 main:574] : INFO : Epoch 688 | loss: 0.0314329 | val_loss: 0.0314194 | Time: 14644.4 ms [2020-11-23 17:31:03 main:574] : INFO : Epoch 689 | loss: 0.0313859 | val_loss: 0.0313918 | Time: 14737.1 ms [2020-11-23 17:31:18 main:574] : INFO : Epoch 690 | loss: 0.0313722 | val_loss: 0.0313882 | Time: 14706.4 ms [2020-11-23 17:31:32 main:574] : INFO : Epoch 691 | loss: 0.0313793 | val_loss: 0.0314345 | Time: 14841 ms [2020-11-23 17:31:47 main:574] : INFO : Epoch 692 | loss: 0.0314003 | val_loss: 0.0314153 | Time: 14743.9 ms [2020-11-23 17:32:02 main:574] : INFO : Epoch 693 | loss: 0.0313965 | val_loss: 0.0314095 | Time: 14669.6 ms [2020-11-23 17:32:17 main:574] : INFO : Epoch 694 | loss: 0.0314152 | val_loss: 0.0314074 | Time: 14752.6 ms [2020-11-23 17:32:32 main:574] : INFO : Epoch 695 | loss: 0.0313833 | val_loss: 0.0313806 | Time: 14959.2 ms [2020-11-23 17:32:46 main:574] : INFO : Epoch 696 | loss: 0.0313683 | val_loss: 0.0313847 | Time: 14593.2 ms [2020-11-23 17:33:01 main:574] : INFO : Epoch 697 | loss: 0.0313801 | val_loss: 0.0314125 | Time: 14834.3 ms [2020-11-23 17:33:16 main:574] : INFO : Epoch 698 | loss: 0.0314359 | val_loss: 0.0314342 | Time: 14730 ms [2020-11-23 17:33:31 main:574] : INFO : Epoch 699 | loss: 0.031394 | val_loss: 0.031389 | Time: 14980 ms [2020-11-23 17:33:46 main:574] : INFO : Epoch 700 | loss: 0.0313771 | val_loss: 0.0313825 | Time: 14754.7 ms [2020-11-23 17:34:00 main:574] : INFO : Epoch 701 | loss: 0.0313693 | val_loss: 0.0314013 | Time: 14654.2 ms [2020-11-23 17:34:15 main:574] : INFO : Epoch 702 | loss: 0.0313966 | val_loss: 0.0314412 | Time: 14651.1 ms [2020-11-23 17:34:30 main:574] : INFO : Epoch 703 | loss: 0.0314115 | val_loss: 0.0314125 | Time: 14761.8 ms [2020-11-23 17:34:44 main:574] : INFO : Epoch 704 | loss: 0.0313869 | val_loss: 0.0314094 | Time: 14429.3 ms [2020-11-23 17:34:59 main:574] : INFO : Epoch 705 | loss: 0.0313951 | val_loss: 0.0314311 | Time: 14714.7 ms [2020-11-23 17:35:14 main:574] : INFO : Epoch 706 | loss: 0.0314217 | val_loss: 0.0314159 | Time: 14757.2 ms [2020-11-23 17:35:28 main:574] : INFO : Epoch 707 | loss: 0.0313879 | val_loss: 0.0313845 | Time: 14502.2 ms [2020-11-23 17:35:43 main:574] : INFO : Epoch 708 | loss: 0.0313698 | val_loss: 0.0313837 | Time: 14915.1 ms [2020-11-23 17:35:58 main:574] : INFO : Epoch 709 | loss: 0.0313833 | val_loss: 0.0314071 | Time: 14870.3 ms [2020-11-23 17:36:13 main:574] : INFO : Epoch 710 | loss: 0.0313775 | val_loss: 0.0314003 | Time: 15008.2 ms [2020-11-23 17:36:28 main:574] : INFO : Epoch 711 | loss: 0.0314621 | val_loss: 0.0314419 | Time: 14727.1 ms [2020-11-23 17:36:43 main:574] : INFO : Epoch 712 | loss: 0.031401 | val_loss: 0.0314017 | Time: 14912.8 ms [2020-11-23 17:37:00 main:574] : INFO : Epoch 713 | loss: 0.0313844 | val_loss: 0.0313887 | Time: 16920.6 ms [2020-11-23 17:37:14 main:574] : INFO : Epoch 714 | loss: 0.0313928 | val_loss: 0.0314952 | Time: 14786.5 ms [2020-11-23 17:37:29 main:574] : INFO : Epoch 715 | loss: 0.0313984 | val_loss: 0.0313906 | Time: 14656.6 ms [2020-11-23 17:37:44 main:574] : INFO : Epoch 716 | loss: 0.031396 | val_loss: 0.0314139 | Time: 14889.4 ms [2020-11-23 17:37:59 main:574] : INFO : Epoch 717 | loss: 0.0313856 | val_loss: 0.0313892 | Time: 14731.8 ms [2020-11-23 17:38:14 main:574] : INFO : Epoch 718 | loss: 0.0313739 | val_loss: 0.0313881 | Time: 14922.5 ms [2020-11-23 17:38:28 main:574] : INFO : Epoch 719 | loss: 0.0313725 | val_loss: 0.0313963 | Time: 14417.1 ms [2020-11-23 17:38:43 main:574] : INFO : Epoch 720 | loss: 0.0313926 | val_loss: 0.0314325 | Time: 14637.6 ms [2020-11-23 17:38:57 main:574] : INFO : Epoch 721 | loss: 0.0313982 | val_loss: 0.031396 | Time: 14657.5 ms [2020-11-23 17:39:12 main:574] : INFO : Epoch 722 | loss: 0.0313725 | val_loss: 0.0313876 | Time: 14907.8 ms [2020-11-23 17:39:27 main:574] : INFO : Epoch 723 | loss: 0.0313936 | val_loss: 0.0314051 | Time: 14893.8 ms [2020-11-23 17:39:42 main:574] : INFO : Epoch 724 | loss: 0.0313769 | val_loss: 0.0313995 | Time: 14849.7 ms [2020-11-23 17:39:57 main:574] : INFO : Epoch 725 | loss: 0.0313867 | val_loss: 0.0314257 | Time: 14740.1 ms [2020-11-23 17:40:12 main:574] : INFO : Epoch 726 | loss: 0.0314213 | val_loss: 0.031405 | Time: 14973.5 ms [2020-11-23 17:40:27 main:574] : INFO : Epoch 727 | loss: 0.0314244 | val_loss: 0.0314025 | Time: 15009 ms [2020-11-23 17:40:42 main:574] : INFO : Epoch 728 | loss: 0.0313857 | val_loss: 0.0313889 | Time: 14779.7 ms [2020-11-23 17:40:57 main:574] : INFO : Epoch 729 | loss: 0.0313854 | val_loss: 0.0314122 | Time: 14870.3 ms [2020-11-23 17:41:12 main:574] : INFO : Epoch 730 | loss: 0.0313761 | val_loss: 0.031385 | Time: 15046.5 ms [2020-11-23 17:41:27 main:574] : INFO : Epoch 731 | loss: 0.0313814 | val_loss: 0.0314101 | Time: 15055.4 ms [2020-11-23 17:41:42 main:574] : INFO : Epoch 732 | loss: 0.0314097 | val_loss: 0.0314146 | Time: 15228.9 ms [2020-11-23 17:41:57 main:574] : INFO : Epoch 733 | loss: 0.031394 | val_loss: 0.0313844 | Time: 14689.7 ms [2020-11-23 17:42:11 main:574] : INFO : Epoch 734 | loss: 0.0313787 | val_loss: 0.0313946 | Time: 14736 ms [2020-11-23 17:42:26 main:574] : INFO : Epoch 735 | loss: 0.0313801 | val_loss: 0.0313843 | Time: 14544.3 ms [2020-11-23 17:42:41 main:574] : INFO : Epoch 736 | loss: 0.0314609 | val_loss: 0.0315314 | Time: 14701.5 ms [2020-11-23 17:42:56 main:574] : INFO : Epoch 737 | loss: 0.03142 | val_loss: 0.0313912 | Time: 14917.7 ms [2020-11-23 17:43:11 main:574] : INFO : Epoch 738 | loss: 0.0313757 | val_loss: 0.0313831 | Time: 14871.4 ms [2020-11-23 17:43:25 main:574] : INFO : Epoch 739 | loss: 0.0313698 | val_loss: 0.0313848 | Time: 14603 ms [2020-11-23 17:43:40 main:574] : INFO : Epoch 740 | loss: 0.0313712 | val_loss: 0.0313872 | Time: 14666.2 ms [2020-11-23 17:43:55 main:574] : INFO : Epoch 741 | loss: 0.0313937 | val_loss: 0.0314267 | Time: 14916.5 ms [2020-11-23 17:44:09 main:574] : INFO : Epoch 742 | loss: 0.0313952 | val_loss: 0.0313912 | Time: 14535.5 ms [2020-11-23 17:44:24 main:574] : INFO : Epoch 743 | loss: 0.0313696 | val_loss: 0.0313884 | Time: 15076.5 ms [2020-11-23 17:44:39 main:574] : INFO : Epoch 744 | loss: 0.0314224 | val_loss: 0.0314466 | Time: 14763 ms [2020-11-23 17:44:54 main:574] : INFO : Epoch 745 | loss: 0.0313979 | val_loss: 0.0313816 | Time: 14699.1 ms [2020-11-23 17:45:09 main:574] : INFO : Epoch 746 | loss: 0.0313696 | val_loss: 0.0313889 | Time: 14890.8 ms [2020-11-23 17:45:24 main:574] : INFO : Epoch 747 | loss: 0.0313672 | val_loss: 0.0313848 | Time: 14888.8 ms [2020-11-23 17:45:38 main:574] : INFO : Epoch 748 | loss: 0.0313744 | val_loss: 0.0314426 | Time: 14626.5 ms [2020-11-23 17:45:53 main:574] : INFO : Epoch 749 | loss: 0.031452 | val_loss: 0.031414 | Time: 14779.8 ms [2020-11-23 17:46:08 main:574] : INFO : Epoch 750 | loss: 0.0313912 | val_loss: 0.0314178 | Time: 14715.6 ms [2020-11-23 17:46:23 main:574] : INFO : Epoch 751 | loss: 0.0313734 | val_loss: 0.0313801 | Time: 14833.5 ms [2020-11-23 17:46:37 main:574] : INFO : Epoch 752 | loss: 0.0313683 | val_loss: 0.0313812 | Time: 14635.5 ms [2020-11-23 17:46:52 main:574] : INFO : Epoch 753 | loss: 0.0313706 | val_loss: 0.0313938 | Time: 14431.4 ms [2020-11-23 17:47:06 main:574] : INFO : Epoch 754 | loss: 0.0313812 | val_loss: 0.0313982 | Time: 14680.7 ms [2020-11-23 17:47:21 main:574] : INFO : Epoch 755 | loss: 0.031431 | val_loss: 0.0313977 | Time: 14697.1 ms [2020-11-23 17:47:36 main:574] : INFO : Epoch 756 | loss: 0.0313754 | val_loss: 0.0313966 | Time: 14521.7 ms [2020-11-23 17:47:50 main:574] : INFO : Epoch 757 | loss: 0.0313859 | val_loss: 0.031393 | Time: 14727.4 ms [2020-11-23 17:48:06 main:574] : INFO : Epoch 758 | loss: 0.031368 | val_loss: 0.0313758 | Time: 15226.2 ms [2020-11-23 17:48:21 main:574] : INFO : Epoch 759 | loss: 0.0314105 | val_loss: 0.0313908 | Time: 14963.9 ms [2020-11-23 17:48:36 main:574] : INFO : Epoch 760 | loss: 0.0313764 | val_loss: 0.0313835 | Time: 15474.4 ms [2020-11-23 17:48:51 main:574] : INFO : Epoch 761 | loss: 0.0313624 | val_loss: 0.0313864 | Time: 14910.1 ms [2020-11-23 17:49:06 main:574] : INFO : Epoch 762 | loss: 0.0313796 | val_loss: 0.0314147 | Time: 14690.2 ms [2020-11-23 17:49:21 main:574] : INFO : Epoch 763 | loss: 0.0314008 | val_loss: 0.0313916 | Time: 15006.9 ms [2020-11-23 17:49:36 main:574] : INFO : Epoch 764 | loss: 0.0313741 | val_loss: 0.0313819 | Time: 14759.1 ms [2020-11-23 17:49:50 main:574] : INFO : Epoch 765 | loss: 0.0313955 | val_loss: 0.0314105 | Time: 14729.6 ms [2020-11-23 17:50:06 main:574] : INFO : Epoch 766 | loss: 0.0313844 | val_loss: 0.0313843 | Time: 15202.9 ms [2020-11-23 17:50:20 main:574] : INFO : Epoch 767 | loss: 0.0313711 | val_loss: 0.0313842 | Time: 14770.1 ms [2020-11-23 17:50:35 main:574] : INFO : Epoch 768 | loss: 0.0313952 | val_loss: 0.0314787 | Time: 15093.8 ms [2020-11-23 17:50:50 main:574] : INFO : Epoch 769 | loss: 0.0314006 | val_loss: 0.0313879 | Time: 14765.2 ms [2020-11-23 17:51:05 main:574] : INFO : Epoch 770 | loss: 0.0313809 | val_loss: 0.0313994 | Time: 15018 ms [2020-11-23 17:51:20 main:574] : INFO : Epoch 771 | loss: 0.0314143 | val_loss: 0.0314221 | Time: 15039.6 ms [2020-11-23 17:51:35 main:574] : INFO : Epoch 772 | loss: 0.0313862 | val_loss: 0.0313818 | Time: 14729.3 ms [2020-11-23 17:51:50 main:574] : INFO : Epoch 773 | loss: 0.0313662 | val_loss: 0.0314 | Time: 14581.5 ms [2020-11-23 17:52:05 main:574] : INFO : Epoch 774 | loss: 0.0313919 | val_loss: 0.0313922 | Time: 15069.9 ms [2020-11-23 17:52:20 main:574] : INFO : Epoch 775 | loss: 0.031371 | val_loss: 0.0313994 | Time: 15092.4 ms [2020-11-23 17:52:35 main:574] : INFO : Epoch 776 | loss: 0.0313766 | val_loss: 0.031386 | Time: 15210.3 ms [2020-11-23 17:52:50 main:574] : INFO : Epoch 777 | loss: 0.0313822 | val_loss: 0.0314082 | Time: 15267 ms [2020-11-23 17:53:05 main:574] : INFO : Epoch 778 | loss: 0.0313795 | val_loss: 0.0314054 | Time: 14942.4 ms [2020-11-23 17:53:20 main:574] : INFO : Epoch 779 | loss: 0.0313876 | val_loss: 0.0313871 | Time: 15112.2 ms [2020-11-23 17:53:35 main:574] : INFO : Epoch 780 | loss: 0.0313734 | val_loss: 0.0313934 | Time: 14878.2 ms [2020-11-23 17:53:50 main:574] : INFO : Epoch 781 | loss: 0.031391 | val_loss: 0.0314347 | Time: 14683.3 ms [2020-11-23 17:54:05 main:574] : INFO : Epoch 782 | loss: 0.0314124 | val_loss: 0.0314017 | Time: 14834.6 ms [2020-11-23 17:54:20 main:574] : INFO : Epoch 783 | loss: 0.0313726 | val_loss: 0.0314157 | Time: 14833.1 ms [2020-11-23 17:54:35 main:574] : INFO : Epoch 784 | loss: 0.0314107 | val_loss: 0.0313902 | Time: 14872 ms [2020-11-23 17:54:50 main:574] : INFO : Epoch 785 | loss: 0.0314029 | val_loss: 0.031388 | Time: 15038.9 ms [2020-11-23 17:55:05 main:574] : INFO : Epoch 786 | loss: 0.0313772 | val_loss: 0.0313868 | Time: 14854.3 ms [2020-11-23 17:55:19 main:574] : INFO : Epoch 787 | loss: 0.0313784 | val_loss: 0.0313968 | Time: 14928.4 ms [2020-11-23 17:55:34 main:574] : INFO : Epoch 788 | loss: 0.0313745 | val_loss: 0.0313967 | Time: 14770.6 ms [2020-11-23 17:55:49 main:574] : INFO : Epoch 789 | loss: 0.0313768 | val_loss: 0.0313845 | Time: 14626.2 ms [2020-11-23 17:56:04 main:574] : INFO : Epoch 790 | loss: 0.0313717 | val_loss: 0.0314321 | Time: 14842 ms [2020-11-23 17:56:18 main:574] : INFO : Epoch 791 | loss: 0.0314254 | val_loss: 0.0314135 | Time: 14589 ms [2020-11-23 17:56:33 main:574] : INFO : Epoch 792 | loss: 0.0313771 | val_loss: 0.0313883 | Time: 14801.6 ms [2020-11-23 17:56:48 main:574] : INFO : Epoch 793 | loss: 0.0313627 | val_loss: 0.0313702 | Time: 14726.1 ms [2020-11-23 17:57:03 main:574] : INFO : Epoch 794 | loss: 0.0314002 | val_loss: 0.0314608 | Time: 14791.1 ms [2020-11-23 17:57:17 main:574] : INFO : Epoch 795 | loss: 0.0383759 | val_loss: 0.076066 | Time: 14721.4 ms [2020-11-23 17:57:32 main:574] : INFO : Epoch 796 | loss: 0.0488795 | val_loss: 0.0363323 | Time: 14865.7 ms [2020-11-23 17:57:47 main:574] : INFO : Epoch 797 | loss: 0.0343994 | val_loss: 0.0326832 | Time: 14538.8 ms [2020-11-23 17:58:02 main:574] : INFO : Epoch 798 | loss: 0.0321016 | val_loss: 0.0318025 | Time: 15096.7 ms [2020-11-23 17:58:17 main:574] : INFO : Epoch 799 | loss: 0.0316261 | val_loss: 0.0315637 | Time: 15460.4 ms [2020-11-23 17:58:33 main:574] : INFO : Epoch 800 | loss: 0.0315191 | val_loss: 0.031514 | Time: 15415.6 ms [2020-11-23 17:58:48 main:574] : INFO : Epoch 801 | loss: 0.0314815 | val_loss: 0.0314802 | Time: 15593.4 ms [2020-11-23 17:59:04 main:574] : INFO : Epoch 802 | loss: 0.0314612 | val_loss: 0.0314633 | Time: 15199.7 ms [2020-11-23 17:59:19 main:574] : INFO : Epoch 803 | loss: 0.0314481 | val_loss: 0.0314517 | Time: 15479.8 ms [2020-11-23 17:59:34 main:574] : INFO : Epoch 804 | loss: 0.031441 | val_loss: 0.0314449 | Time: 14759.4 ms [2020-11-23 17:59:49 main:574] : INFO : Epoch 805 | loss: 0.0314329 | val_loss: 0.0314572 | Time: 14673.3 ms [2020-11-23 18:00:04 main:574] : INFO : Epoch 806 | loss: 0.0314307 | val_loss: 0.0314374 | Time: 14918.6 ms [2020-11-23 18:00:19 main:574] : INFO : Epoch 807 | loss: 0.0314248 | val_loss: 0.0314452 | Time: 14971.1 ms [2020-11-23 18:00:34 main:574] : INFO : Epoch 808 | loss: 0.0314192 | val_loss: 0.0314247 | Time: 15014 ms [2020-11-23 18:00:48 main:574] : INFO : Epoch 809 | loss: 0.0314137 | val_loss: 0.0314405 | Time: 14555.5 ms [2020-11-23 18:01:03 main:574] : INFO : Epoch 810 | loss: 0.0314118 | val_loss: 0.0314252 | Time: 14631.8 ms [2020-11-23 18:01:18 main:574] : INFO : Epoch 811 | loss: 0.0314099 | val_loss: 0.0314265 | Time: 14838.4 ms [2020-11-23 18:01:35 main:574] : INFO : Epoch 812 | loss: 0.0314111 | val_loss: 0.0314142 | Time: 17245.9 ms [2020-11-23 18:01:51 main:574] : INFO : Epoch 813 | loss: 0.0314065 | val_loss: 0.0314128 | Time: 15883.1 ms [2020-11-23 18:02:06 main:574] : INFO : Epoch 814 | loss: 0.031403 | val_loss: 0.0314154 | Time: 15033.1 ms [2020-11-23 18:02:21 main:574] : INFO : Epoch 815 | loss: 0.0314119 | val_loss: 0.0314146 | Time: 15184.8 ms [2020-11-23 18:02:38 main:574] : INFO : Epoch 816 | loss: 0.0313986 | val_loss: 0.0314111 | Time: 17223 ms [2020-11-23 18:02:54 main:574] : INFO : Epoch 817 | loss: 0.0313951 | val_loss: 0.0314105 | Time: 16023.8 ms [2020-11-23 18:03:10 main:574] : INFO : Epoch 818 | loss: 0.0313964 | val_loss: 0.031414 | Time: 15341.5 ms [2020-11-23 18:03:25 main:574] : INFO : Epoch 819 | loss: 0.0313952 | val_loss: 0.0314054 | Time: 14780 ms [2020-11-23 18:03:39 main:574] : INFO : Epoch 820 | loss: 0.0313931 | val_loss: 0.0314041 | Time: 14702.4 ms [2020-11-23 18:03:54 main:574] : INFO : Epoch 821 | loss: 0.0313981 | val_loss: 0.0314284 | Time: 14569.3 ms [2020-11-23 18:04:08 main:574] : INFO : Epoch 822 | loss: 0.031398 | val_loss: 0.0314029 | Time: 14600.7 ms [2020-11-23 18:04:23 main:574] : INFO : Epoch 823 | loss: 0.0313973 | val_loss: 0.0314041 | Time: 14797.1 ms [2020-11-23 18:04:38 main:574] : INFO : Epoch 824 | loss: 0.0313882 | val_loss: 0.0314095 | Time: 14966.8 ms [2020-11-23 18:04:53 main:574] : INFO : Epoch 825 | loss: 0.031388 | val_loss: 0.0313989 | Time: 14771.1 ms [2020-11-23 18:05:08 main:574] : INFO : Epoch 826 | loss: 0.0313883 | val_loss: 0.0314024 | Time: 14747.9 ms [2020-11-23 18:05:22 main:574] : INFO : Epoch 827 | loss: 0.0313905 | val_loss: 0.0314027 | Time: 14524.5 ms [2020-11-23 18:05:37 main:574] : INFO : Epoch 828 | loss: 0.0314153 | val_loss: 0.0314347 | Time: 14879.8 ms [2020-11-23 18:05:52 main:574] : INFO : Epoch 829 | loss: 0.0313966 | val_loss: 0.0314014 | Time: 14598.8 ms [2020-11-23 18:06:06 main:574] : INFO : Epoch 830 | loss: 0.0313867 | val_loss: 0.0314099 | Time: 14609 ms [2020-11-23 18:06:21 main:574] : INFO : Epoch 831 | loss: 0.0313919 | val_loss: 0.0314106 | Time: 14834.2 ms [2020-11-23 18:06:36 main:574] : INFO : Epoch 832 | loss: 0.0313921 | val_loss: 0.0314068 | Time: 14848.9 ms [2020-11-23 18:06:51 main:574] : INFO : Epoch 833 | loss: 0.0313851 | val_loss: 0.0313973 | Time: 14683.1 ms [2020-11-23 18:07:06 main:574] : INFO : Epoch 834 | loss: 0.0313861 | val_loss: 0.0313987 | Time: 14697.5 ms [2020-11-23 18:07:20 main:574] : INFO : Epoch 835 | loss: 0.0313821 | val_loss: 0.0313977 | Time: 14391.5 ms [2020-11-23 18:07:35 main:574] : INFO : Epoch 836 | loss: 0.0313904 | val_loss: 0.03139 | Time: 14803.1 ms [2020-11-23 18:07:49 main:574] : INFO : Epoch 837 | loss: 0.0313832 | val_loss: 0.0313994 | Time: 14646.5 ms [2020-11-23 18:08:04 main:574] : INFO : Epoch 838 | loss: 0.031384 | val_loss: 0.0313938 | Time: 14729.1 ms [2020-11-23 18:08:19 main:574] : INFO : Epoch 839 | loss: 0.0314208 | val_loss: 0.0313902 | Time: 15019.3 ms [2020-11-23 18:08:34 main:574] : INFO : Epoch 840 | loss: 0.0313899 | val_loss: 0.0313956 | Time: 14604.7 ms [2020-11-23 18:08:49 main:574] : INFO : Epoch 841 | loss: 0.0313851 | val_loss: 0.0314023 | Time: 14770 ms [2020-11-23 18:09:03 main:574] : INFO : Epoch 842 | loss: 0.0313817 | val_loss: 0.0313939 | Time: 14663.1 ms [2020-11-23 18:09:18 main:574] : INFO : Epoch 843 | loss: 0.0313786 | val_loss: 0.0313879 | Time: 14548.3 ms [2020-11-23 18:09:32 main:574] : INFO : Epoch 844 | loss: 0.0313772 | val_loss: 0.0313899 | Time: 14557.2 ms [2020-11-23 18:09:47 main:574] : INFO : Epoch 845 | loss: 0.0313815 | val_loss: 0.0313996 | Time: 14513.1 ms [2020-11-23 18:10:02 main:574] : INFO : Epoch 846 | loss: 0.0314123 | val_loss: 0.0313987 | Time: 14777.3 ms [2020-11-23 18:10:17 main:574] : INFO : Epoch 847 | loss: 0.0313869 | val_loss: 0.0314047 | Time: 14862.1 ms [2020-11-23 18:10:32 main:574] : INFO : Epoch 848 | loss: 0.0313839 | val_loss: 0.0313905 | Time: 14872.3 ms [2020-11-23 18:10:46 main:574] : INFO : Epoch 849 | loss: 0.0313772 | val_loss: 0.0313908 | Time: 14552.9 ms [2020-11-23 18:11:01 main:574] : INFO : Epoch 850 | loss: 0.0313796 | val_loss: 0.0313994 | Time: 14516.4 ms [2020-11-23 18:11:15 main:574] : INFO : Epoch 851 | loss: 0.0313808 | val_loss: 0.0313951 | Time: 14756.4 ms [2020-11-23 18:11:30 main:574] : INFO : Epoch 852 | loss: 0.0313733 | val_loss: 0.0313899 | Time: 14818.6 ms [2020-11-23 18:11:45 main:574] : INFO : Epoch 853 | loss: 0.0313733 | val_loss: 0.0313996 | Time: 14798.1 ms [2020-11-23 18:12:00 main:574] : INFO : Epoch 854 | loss: 0.0313948 | val_loss: 0.0313908 | Time: 14773.3 ms [2020-11-23 18:12:15 main:574] : INFO : Epoch 855 | loss: 0.0313781 | val_loss: 0.0313932 | Time: 14977.7 ms [2020-11-23 18:12:30 main:574] : INFO : Epoch 856 | loss: 0.031375 | val_loss: 0.0313985 | Time: 14881.4 ms [2020-11-23 18:12:45 main:574] : INFO : Epoch 857 | loss: 0.0313749 | val_loss: 0.0313826 | Time: 14907.6 ms [2020-11-23 18:12:59 main:574] : INFO : Epoch 858 | loss: 0.0313949 | val_loss: 0.0314373 | Time: 14734.5 ms [2020-11-23 18:13:14 main:574] : INFO : Epoch 859 | loss: 0.0313968 | val_loss: 0.0313834 | Time: 14829.6 ms [2020-11-23 18:13:29 main:574] : INFO : Epoch 860 | loss: 0.0313692 | val_loss: 0.031381 | Time: 14521.4 ms [2020-11-23 18:13:43 main:574] : INFO : Epoch 861 | loss: 0.0313672 | val_loss: 0.0313808 | Time: 14511.7 ms [2020-11-23 18:13:58 main:574] : INFO : Epoch 862 | loss: 0.0313702 | val_loss: 0.0313857 | Time: 14845.3 ms [2020-11-23 18:14:13 main:574] : INFO : Epoch 863 | loss: 0.0313803 | val_loss: 0.0314173 | Time: 14748.1 ms [2020-11-23 18:14:28 main:574] : INFO : Epoch 864 | loss: 0.0313995 | val_loss: 0.0313851 | Time: 14694.2 ms [2020-11-23 18:14:42 main:574] : INFO : Epoch 865 | loss: 0.0313717 | val_loss: 0.0313897 | Time: 14719.9 ms [2020-11-23 18:14:57 main:574] : INFO : Epoch 866 | loss: 0.0313704 | val_loss: 0.0313898 | Time: 14988.8 ms [2020-11-23 18:15:13 main:574] : INFO : Epoch 867 | loss: 0.0313705 | val_loss: 0.0313846 | Time: 15153.3 ms [2020-11-23 18:15:28 main:574] : INFO : Epoch 868 | loss: 0.0313747 | val_loss: 0.0313799 | Time: 15202.7 ms [2020-11-23 18:15:43 main:574] : INFO : Epoch 869 | loss: 0.0313793 | val_loss: 0.0314562 | Time: 15226.3 ms [2020-11-23 18:15:58 main:574] : INFO : Epoch 870 | loss: 0.0314407 | val_loss: 0.031398 | Time: 15225.1 ms [2020-11-23 18:16:13 main:574] : INFO : Epoch 871 | loss: 0.0313734 | val_loss: 0.0313831 | Time: 15025.9 ms [2020-11-23 18:16:28 main:574] : INFO : Epoch 872 | loss: 0.0313701 | val_loss: 0.0313827 | Time: 15056.3 ms [2020-11-23 18:16:44 main:574] : INFO : Epoch 873 | loss: 0.031366 | val_loss: 0.0313762 | Time: 15244.8 ms [2020-11-23 18:16:59 main:574] : INFO : Epoch 874 | loss: 0.0313641 | val_loss: 0.0313749 | Time: 15404.6 ms [2020-11-23 18:17:14 main:574] : INFO : Epoch 875 | loss: 0.0313682 | val_loss: 0.0313804 | Time: 15018.6 ms [2020-11-23 18:17:29 main:574] : INFO : Epoch 876 | loss: 0.0313636 | val_loss: 0.0313881 | Time: 14922.9 ms [2020-11-23 18:17:44 main:574] : INFO : Epoch 877 | loss: 0.031397 | val_loss: 0.0314069 | Time: 15268.9 ms [2020-11-23 18:17:59 main:574] : INFO : Epoch 878 | loss: 0.031373 | val_loss: 0.0313819 | Time: 15068 ms [2020-11-23 18:18:14 main:574] : INFO : Epoch 879 | loss: 0.0313668 | val_loss: 0.0313785 | Time: 15030.2 ms [2020-11-23 18:18:29 main:574] : INFO : Epoch 880 | loss: 0.031366 | val_loss: 0.0313784 | Time: 15010.5 ms [2020-11-23 18:18:44 main:574] : INFO : Epoch 881 | loss: 0.0313662 | val_loss: 0.0313772 | Time: 14938.5 ms [2020-11-23 18:19:00 main:574] : INFO : Epoch 882 | loss: 0.0313638 | val_loss: 0.0313828 | Time: 15117 ms [2020-11-23 18:19:15 main:574] : INFO : Epoch 883 | loss: 0.0313734 | val_loss: 0.0315392 | Time: 15297.1 ms [2020-11-23 18:19:30 main:574] : INFO : Epoch 884 | loss: 0.0314947 | val_loss: 0.031425 | Time: 15152.1 ms [2020-11-23 18:19:45 main:574] : INFO : Epoch 885 | loss: 0.0313836 | val_loss: 0.0313952 | Time: 14938.3 ms [2020-11-23 18:20:00 main:574] : INFO : Epoch 886 | loss: 0.0313709 | val_loss: 0.0313788 | Time: 15072.4 ms [2020-11-23 18:20:15 main:574] : INFO : Epoch 887 | loss: 0.0313638 | val_loss: 0.0313797 | Time: 15197.8 ms [2020-11-23 18:20:30 main:574] : INFO : Epoch 888 | loss: 0.0313674 | val_loss: 0.0313754 | Time: 14888.4 ms [2020-11-23 18:20:45 main:574] : INFO : Epoch 889 | loss: 0.031365 | val_loss: 0.0313787 | Time: 14987.5 ms [2020-11-23 18:21:00 main:574] : INFO : Epoch 890 | loss: 0.031366 | val_loss: 0.0313762 | Time: 14979.5 ms [2020-11-23 18:21:16 main:574] : INFO : Epoch 891 | loss: 0.0313654 | val_loss: 0.0313913 | Time: 15412 ms [2020-11-23 18:21:31 main:574] : INFO : Epoch 892 | loss: 0.0313637 | val_loss: 0.0313759 | Time: 15258.7 ms [2020-11-23 18:21:46 main:574] : INFO : Epoch 893 | loss: 0.0313757 | val_loss: 0.0313948 | Time: 15141.3 ms [2020-11-23 18:22:01 main:574] : INFO : Epoch 894 | loss: 0.0313725 | val_loss: 0.031377 | Time: 15157.9 ms [2020-11-23 18:22:16 main:574] : INFO : Epoch 895 | loss: 0.0313651 | val_loss: 0.0313952 | Time: 14932.1 ms [2020-11-23 18:22:31 main:574] : INFO : Epoch 896 | loss: 0.0313719 | val_loss: 0.0313898 | Time: 14990.9 ms [2020-11-23 18:22:46 main:574] : INFO : Epoch 897 | loss: 0.031386 | val_loss: 0.0313773 | Time: 15098.8 ms [2020-11-23 18:23:01 main:574] : INFO : Epoch 898 | loss: 0.0313669 | val_loss: 0.0313852 | Time: 14973 ms [2020-11-23 18:23:16 main:574] : INFO : Epoch 899 | loss: 0.0313664 | val_loss: 0.0313975 | Time: 15195.6 ms [2020-11-23 18:23:31 main:574] : INFO : Epoch 900 | loss: 0.0313875 | val_loss: 0.0314212 | Time: 14926.7 ms [2020-11-23 18:23:47 main:574] : INFO : Epoch 901 | loss: 0.0313946 | val_loss: 0.031388 | Time: 15105.3 ms [2020-11-23 18:24:02 main:574] : INFO : Epoch 902 | loss: 0.0313676 | val_loss: 0.0313827 | Time: 15568.2 ms [2020-11-23 18:24:17 main:574] : INFO : Epoch 903 | loss: 0.0313653 | val_loss: 0.0313814 | Time: 14959.5 ms [2020-11-23 18:24:32 main:574] : INFO : Epoch 904 | loss: 0.031373 | val_loss: 0.0314344 | Time: 14923 ms [2020-11-23 18:24:47 main:574] : INFO : Epoch 905 | loss: 0.0314025 | val_loss: 0.0313845 | Time: 14760.9 ms [2020-11-23 18:25:02 main:574] : INFO : Epoch 906 | loss: 0.0313658 | val_loss: 0.0313775 | Time: 15098.1 ms [2020-11-23 18:25:19 main:574] : INFO : Epoch 907 | loss: 0.0313626 | val_loss: 0.0313738 | Time: 17382.7 ms [2020-11-23 18:25:37 main:574] : INFO : Epoch 908 | loss: 0.0313756 | val_loss: 0.0313829 | Time: 17562 ms [2020-11-23 18:25:54 main:574] : INFO : Epoch 909 | loss: 0.0313664 | val_loss: 0.031378 | Time: 17181.8 ms [2020-11-23 18:26:12 main:574] : INFO : Epoch 910 | loss: 0.0313609 | val_loss: 0.0313705 | Time: 17430.2 ms [2020-11-23 18:26:30 main:574] : INFO : Epoch 911 | loss: 0.0313643 | val_loss: 0.0314069 | Time: 18757.5 ms [2020-11-23 18:26:47 main:574] : INFO : Epoch 912 | loss: 0.0313862 | val_loss: 0.0313779 | Time: 16227.8 ms [2020-11-23 18:27:03 main:574] : INFO : Epoch 913 | loss: 0.0313705 | val_loss: 0.0314303 | Time: 16767.3 ms [2020-11-23 18:27:19 main:574] : INFO : Epoch 914 | loss: 0.0314177 | val_loss: 0.0314002 | Time: 16102.9 ms [2020-11-23 18:27:36 main:574] : INFO : Epoch 915 | loss: 0.0313716 | val_loss: 0.0313732 | Time: 16127 ms [2020-11-23 18:27:52 main:574] : INFO : Epoch 916 | loss: 0.0313648 | val_loss: 0.0313768 | Time: 16143.4 ms [2020-11-23 18:28:09 main:574] : INFO : Epoch 917 | loss: 0.031358 | val_loss: 0.031375 | Time: 16779.9 ms [2020-11-23 18:28:25 main:574] : INFO : Epoch 918 | loss: 0.0313728 | val_loss: 0.0313874 | Time: 16126.5 ms [2020-11-23 18:28:44 main:574] : INFO : Epoch 919 | loss: 0.0313621 | val_loss: 0.0313733 | Time: 18877.4 ms [2020-11-23 18:29:01 main:574] : INFO : Epoch 920 | loss: 0.031357 | val_loss: 0.0313758 | Time: 17025 ms [2020-11-23 18:29:16 main:574] : INFO : Epoch 921 | loss: 0.0313677 | val_loss: 0.0313904 | Time: 15458.6 ms [2020-11-23 18:29:32 main:574] : INFO : Epoch 922 | loss: 0.0313971 | val_loss: 0.0314048 | Time: 15594.2 ms [2020-11-23 18:29:48 main:574] : INFO : Epoch 923 | loss: 0.0313702 | val_loss: 0.0313775 | Time: 16519.5 ms [2020-11-23 18:30:04 main:574] : INFO : Epoch 924 | loss: 0.0313617 | val_loss: 0.0313753 | Time: 15677.1 ms [2020-11-23 18:30:20 main:574] : INFO : Epoch 925 | loss: 0.0313727 | val_loss: 0.0314324 | Time: 16091.3 ms [2020-11-23 18:30:37 main:574] : INFO : Epoch 926 | loss: 0.0314061 | val_loss: 0.0313867 | Time: 16642.8 ms [2020-11-23 18:30:53 main:574] : INFO : Epoch 927 | loss: 0.0313658 | val_loss: 0.0313792 | Time: 16034.6 ms [2020-11-23 18:31:08 main:574] : INFO : Epoch 928 | loss: 0.0313647 | val_loss: 0.0313746 | Time: 15312 ms [2020-11-23 18:31:24 main:574] : INFO : Epoch 929 | loss: 0.0313605 | val_loss: 0.0313783 | Time: 15783.2 ms [2020-11-23 18:31:39 main:574] : INFO : Epoch 930 | loss: 0.0313928 | val_loss: 0.0314249 | Time: 15487 ms [2020-11-23 18:31:55 main:574] : INFO : Epoch 931 | loss: 0.0313765 | val_loss: 0.0313808 | Time: 15368.4 ms [2020-11-23 18:32:10 main:574] : INFO : Epoch 932 | loss: 0.0313597 | val_loss: 0.0313829 | Time: 15327.2 ms [2020-11-23 18:32:26 main:574] : INFO : Epoch 933 | loss: 0.0313588 | val_loss: 0.0313755 | Time: 15476.1 ms [2020-11-23 18:32:41 main:574] : INFO : Epoch 934 | loss: 0.0313689 | val_loss: 0.0314409 | Time: 15447.6 ms [2020-11-23 18:32:57 main:574] : INFO : Epoch 935 | loss: 0.0313974 | val_loss: 0.0313871 | Time: 15435 ms [2020-11-23 18:33:13 main:574] : INFO : Epoch 936 | loss: 0.0313616 | val_loss: 0.0313736 | Time: 16316.2 ms [2020-11-23 18:33:33 main:574] : INFO : Epoch 937 | loss: 0.0313544 | val_loss: 0.0313698 | Time: 20622.7 ms [2020-11-23 18:33:49 main:574] : INFO : Epoch 938 | loss: 0.0313578 | val_loss: 0.0313856 | Time: 15495.1 ms [2020-11-23 18:34:05 main:574] : INFO : Epoch 939 | loss: 0.0314017 | val_loss: 0.0313992 | Time: 15536.2 ms [2020-11-23 18:34:21 main:574] : INFO : Epoch 940 | loss: 0.0313651 | val_loss: 0.031377 | Time: 16747.9 ms [2020-11-23 18:34:40 main:574] : INFO : Epoch 941 | loss: 0.0313645 | val_loss: 0.0314032 | Time: 18400.7 ms [2020-11-23 18:34:57 main:574] : INFO : Epoch 942 | loss: 0.031371 | val_loss: 0.0313672 | Time: 17669.4 ms [2020-11-23 18:35:13 main:574] : INFO : Epoch 943 | loss: 0.031356 | val_loss: 0.0313767 | Time: 15877 ms [2020-11-23 18:35:29 main:574] : INFO : Epoch 944 | loss: 0.0313614 | val_loss: 0.0313722 | Time: 15785.4 ms [2020-11-23 18:35:44 main:574] : INFO : Epoch 945 | loss: 0.0313748 | val_loss: 0.0314293 | Time: 15130.1 ms [2020-11-23 18:36:00 main:574] : INFO : Epoch 946 | loss: 0.0314062 | val_loss: 0.0314039 | Time: 15426 ms [2020-11-23 18:36:15 main:574] : INFO : Epoch 947 | loss: 0.0313686 | val_loss: 0.0313755 | Time: 15781.5 ms [2020-11-23 18:36:31 main:574] : INFO : Epoch 948 | loss: 0.03136 | val_loss: 0.0313707 | Time: 15295.6 ms [2020-11-23 18:36:46 main:574] : INFO : Epoch 949 | loss: 0.0313567 | val_loss: 0.0313715 | Time: 15392.1 ms [2020-11-23 18:37:02 main:574] : INFO : Epoch 950 | loss: 0.0313666 | val_loss: 0.0313947 | Time: 15345.2 ms [2020-11-23 18:37:17 main:574] : INFO : Epoch 951 | loss: 0.0313711 | val_loss: 0.0313747 | Time: 15378.2 ms [2020-11-23 18:37:32 main:574] : INFO : Epoch 952 | loss: 0.0313572 | val_loss: 0.0313741 | Time: 15525.3 ms [2020-11-23 18:37:48 main:574] : INFO : Epoch 953 | loss: 0.0313569 | val_loss: 0.0313775 | Time: 15501.2 ms [2020-11-23 18:38:04 main:574] : INFO : Epoch 954 | loss: 0.0313739 | val_loss: 0.0314059 | Time: 15519 ms [2020-11-23 18:38:19 main:574] : INFO : Epoch 955 | loss: 0.0313859 | val_loss: 0.0313697 | Time: 15441.3 ms [2020-11-23 18:38:34 main:574] : INFO : Epoch 956 | loss: 0.0313607 | val_loss: 0.0313851 | Time: 15444.3 ms [2020-11-23 18:38:50 main:574] : INFO : Epoch 957 | loss: 0.0313705 | val_loss: 0.0313781 | Time: 15340.4 ms [2020-11-23 18:39:05 main:574] : INFO : Epoch 958 | loss: 0.0313692 | val_loss: 0.0313988 | Time: 15307.3 ms [2020-11-23 18:39:21 main:574] : INFO : Epoch 959 | loss: 0.0313868 | val_loss: 0.0313928 | Time: 15601.3 ms [2020-11-23 18:39:36 main:574] : INFO : Epoch 960 | loss: 0.0313753 | val_loss: 0.0313786 | Time: 15328.4 ms [2020-11-23 18:39:51 main:574] : INFO : Epoch 961 | loss: 0.0313581 | val_loss: 0.0313937 | Time: 15310.3 ms [2020-11-23 18:40:07 main:574] : INFO : Epoch 962 | loss: 0.0313901 | val_loss: 0.0313794 | Time: 15533.5 ms [2020-11-23 18:40:23 main:574] : INFO : Epoch 963 | loss: 0.0313674 | val_loss: 0.0313762 | Time: 15663.2 ms [2020-11-23 18:40:38 main:574] : INFO : Epoch 964 | loss: 0.0313747 | val_loss: 0.0313717 | Time: 15481.4 ms [2020-11-23 18:40:54 main:574] : INFO : Epoch 965 | loss: 0.0313553 | val_loss: 0.0313677 | Time: 15562.9 ms [2020-11-23 18:41:09 main:574] : INFO : Epoch 966 | loss: 0.0313549 | val_loss: 0.0313727 | Time: 15216.9 ms [2020-11-23 18:41:25 main:574] : INFO : Epoch 967 | loss: 0.0313589 | val_loss: 0.0313856 | Time: 15917.5 ms [2020-11-23 18:41:40 main:574] : INFO : Epoch 968 | loss: 0.0313951 | val_loss: 0.0314294 | Time: 15329.1 ms [2020-11-23 18:41:56 main:574] : INFO : Epoch 969 | loss: 0.0313744 | val_loss: 0.0313934 | Time: 15413.7 ms [2020-11-23 18:42:11 main:574] : INFO : Epoch 970 | loss: 0.0313658 | val_loss: 0.0313743 | Time: 15382.2 ms [2020-11-23 18:42:26 main:574] : INFO : Epoch 971 | loss: 0.0313616 | val_loss: 0.0313803 | Time: 15292.3 ms [2020-11-23 18:42:42 main:574] : INFO : Epoch 972 | loss: 0.0313741 | val_loss: 0.0313791 | Time: 15333.8 ms [2020-11-23 18:42:57 main:574] : INFO : Epoch 973 | loss: 0.0313775 | val_loss: 0.0313944 | Time: 15411.1 ms [2020-11-23 18:43:13 main:574] : INFO : Epoch 974 | loss: 0.0313634 | val_loss: 0.0313706 | Time: 15528.8 ms [2020-11-23 18:43:28 main:574] : INFO : Epoch 975 | loss: 0.0313556 | val_loss: 0.0313729 | Time: 15493.2 ms [2020-11-23 18:43:44 main:574] : INFO : Epoch 976 | loss: 0.0313777 | val_loss: 0.0314013 | Time: 15514 ms [2020-11-23 18:43:59 main:574] : INFO : Epoch 977 | loss: 0.0313845 | val_loss: 0.0314005 | Time: 15455 ms [2020-11-23 18:44:15 main:574] : INFO : Epoch 978 | loss: 0.0313645 | val_loss: 0.0313744 | Time: 15385.4 ms [2020-11-23 18:44:30 main:574] : INFO : Epoch 979 | loss: 0.0313577 | val_loss: 0.0313817 | Time: 15549.8 ms [2020-11-23 18:44:46 main:574] : INFO : Epoch 980 | loss: 0.0313739 | val_loss: 0.0314191 | Time: 15528.9 ms [2020-11-23 18:45:01 main:574] : INFO : Epoch 981 | loss: 0.0313728 | val_loss: 0.0313829 | Time: 15613.4 ms [2020-11-23 18:45:16 main:574] : INFO : Epoch 982 | loss: 0.0313641 | val_loss: 0.0313856 | Time: 15118.5 ms [2020-11-23 18:45:32 main:574] : INFO : Epoch 983 | loss: 0.0313842 | val_loss: 0.0313887 | Time: 15290 ms [2020-11-23 18:45:47 main:574] : INFO : Epoch 984 | loss: 0.0313574 | val_loss: 0.0313758 | Time: 15651.3 ms [2020-11-23 18:46:03 main:574] : INFO : Epoch 985 | loss: 0.0314176 | val_loss: 0.0313831 | Time: 15241 ms [2020-11-23 18:46:18 main:574] : INFO : Epoch 986 | loss: 0.0313717 | val_loss: 0.0313856 | Time: 15512 ms [2020-11-23 18:46:33 main:574] : INFO : Epoch 987 | loss: 0.0313841 | val_loss: 0.0313843 | Time: 15216.6 ms [2020-11-23 18:46:49 main:574] : INFO : Epoch 988 | loss: 0.0313595 | val_loss: 0.0313706 | Time: 15560.6 ms [2020-11-23 18:47:05 main:574] : INFO : Epoch 989 | loss: 0.0313593 | val_loss: 0.0313719 | Time: 15462.1 ms [2020-11-23 18:47:20 main:574] : INFO : Epoch 990 | loss: 0.0313535 | val_loss: 0.0313652 | Time: 15383.5 ms [2020-11-23 18:47:36 main:574] : INFO : Epoch 991 | loss: 0.0313805 | val_loss: 0.0314794 | Time: 15763.1 ms [2020-11-23 18:47:51 main:574] : INFO : Epoch 992 | loss: 0.0313844 | val_loss: 0.0313841 | Time: 15587.6 ms [2020-11-23 18:48:07 main:574] : INFO : Epoch 993 | loss: 0.0313598 | val_loss: 0.0313726 | Time: 15485.4 ms [2020-11-23 18:48:22 main:574] : INFO : Epoch 994 | loss: 0.0313533 | val_loss: 0.0313691 | Time: 15414.8 ms [2020-11-23 18:48:38 main:574] : INFO : Epoch 995 | loss: 0.0313704 | val_loss: 0.0314332 | Time: 15558.2 ms [2020-11-23 18:48:54 main:574] : INFO : Epoch 996 | loss: 0.0313866 | val_loss: 0.0313795 | Time: 15800.7 ms [2020-11-23 18:49:09 main:574] : INFO : Epoch 997 | loss: 0.0313562 | val_loss: 0.0313646 | Time: 15480.2 ms [2020-11-23 18:49:25 main:574] : INFO : Epoch 998 | loss: 0.0313548 | val_loss: 0.0313742 | Time: 15404.2 ms [2020-11-23 18:49:40 main:574] : INFO : Epoch 999 | loss: 0.0313755 | val_loss: 0.0313793 | Time: 15459.4 ms [2020-11-23 18:49:55 main:574] : INFO : Epoch 1000 | loss: 0.0313626 | val_loss: 0.0313788 | Time: 15463.8 ms [2020-11-23 18:50:11 main:574] : INFO : Epoch 1001 | loss: 0.0313714 | val_loss: 0.0314107 | Time: 15358.4 ms [2020-11-23 18:50:27 main:574] : INFO : Epoch 1002 | loss: 0.031367 | val_loss: 0.0313802 | Time: 15865.9 ms [2020-11-23 18:50:42 main:574] : INFO : Epoch 1003 | loss: 0.0313601 | val_loss: 0.0313971 | Time: 15602.3 ms [2020-11-23 18:50:58 main:574] : INFO : Epoch 1004 | loss: 0.0313942 | val_loss: 0.0313826 | Time: 15539.3 ms [2020-11-23 18:51:13 main:574] : INFO : Epoch 1005 | loss: 0.0313579 | val_loss: 0.0313769 | Time: 15369.6 ms [2020-11-23 18:51:29 main:574] : INFO : Epoch 1006 | loss: 0.0313786 | val_loss: 0.0313791 | Time: 15544.9 ms [2020-11-23 18:51:44 main:574] : INFO : Epoch 1007 | loss: 0.031363 | val_loss: 0.0313798 | Time: 15342.5 ms [2020-11-23 18:52:00 main:574] : INFO : Epoch 1008 | loss: 0.0313585 | val_loss: 0.0313744 | Time: 15603.4 ms [2020-11-23 18:52:15 main:574] : INFO : Epoch 1009 | loss: 0.0313632 | val_loss: 0.0313993 | Time: 15560.6 ms [2020-11-23 18:52:31 main:574] : INFO : Epoch 1010 | loss: 0.0313877 | val_loss: 0.0313848 | Time: 15421.2 ms [2020-11-23 18:52:46 main:574] : INFO : Epoch 1011 | loss: 0.0313611 | val_loss: 0.0313762 | Time: 15609.9 ms [2020-11-23 18:53:02 main:574] : INFO : Epoch 1012 | loss: 0.0313537 | val_loss: 0.0313693 | Time: 15576.1 ms [2020-11-23 18:53:18 main:574] : INFO : Epoch 1013 | loss: 0.0313556 | val_loss: 0.0313884 | Time: 15686.1 ms [2020-11-23 18:53:33 main:574] : INFO : Epoch 1014 | loss: 0.0313793 | val_loss: 0.0313818 | Time: 15706.7 ms [2020-11-23 18:53:49 main:574] : INFO : Epoch 1015 | loss: 0.0313573 | val_loss: 0.0313685 | Time: 15364.4 ms [2020-11-23 18:54:04 main:574] : INFO : Epoch 1016 | loss: 0.0313641 | val_loss: 0.0314093 | Time: 15438.7 ms [2020-11-23 18:54:20 main:574] : INFO : Epoch 1017 | loss: 0.0313675 | val_loss: 0.0313809 | Time: 15559.4 ms [2020-11-23 18:54:35 main:574] : INFO : Epoch 1018 | loss: 0.0313701 | val_loss: 0.0313892 | Time: 15513.2 ms [2020-11-23 18:54:51 main:574] : INFO : Epoch 1019 | loss: 0.0313798 | val_loss: 0.0313797 | Time: 15510.6 ms [2020-11-23 18:55:06 main:574] : INFO : Epoch 1020 | loss: 0.0313669 | val_loss: 0.0314434 | Time: 15313.7 ms [2020-11-23 18:55:22 main:574] : INFO : Epoch 1021 | loss: 0.0313894 | val_loss: 0.031372 | Time: 15765.9 ms [2020-11-23 18:55:37 main:574] : INFO : Epoch 1022 | loss: 0.031362 | val_loss: 0.0313796 | Time: 15086.3 ms [2020-11-23 18:55:53 main:574] : INFO : Epoch 1023 | loss: 0.0313611 | val_loss: 0.0313876 | Time: 15516 ms [2020-11-23 18:56:08 main:574] : INFO : Epoch 1024 | loss: 0.0313687 | val_loss: 0.0313836 | Time: 15333.3 ms [2020-11-23 18:56:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313836 [2020-11-23 18:56:08 main:603] : INFO : Saving end state to config to file [2020-11-23 18:56:08 main:608] : INFO : Success, exiting.. 18:56:08 (4432): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)