Task 3175224
| Name | EightBitModified-1605932426-16995-3_0 |
| Workunit | 1471166 |
| Created | 4 Dec 2020, 10:28:34 UTC |
| Sent | 6 Dec 2020, 9:26:57 UTC |
| Report deadline | 13 Dec 2020, 9:26:57 UTC |
| Received | 6 Dec 2020, 10:19:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 43 sec |
| CPU time | 51 min 39 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 526 | loss: 0.000137414 | val_loss: 0.000143058 | Time: 3025.41 ms [2020-12-06 10:53:44 main:581] : INFO : Epoch 527 | loss: 0.000126591 | val_loss: 0.000137013 | Time: 3026.65 ms [2020-12-06 10:53:47 main:581] : INFO : Epoch 528 | loss: 0.00012367 | val_loss: 0.00013654 | Time: 3026.13 ms [2020-12-06 10:53:50 main:581] : INFO : Epoch 529 | loss: 0.00012393 | val_loss: 0.000136842 | Time: 3025.82 ms [2020-12-06 10:53:53 main:581] : INFO : Epoch 530 | loss: 0.000123827 | val_loss: 0.00013639 | Time: 3026.62 ms [2020-12-06 10:53:57 main:581] : INFO : Epoch 531 | loss: 0.000124296 | val_loss: 0.000136033 | Time: 3026.71 ms [2020-12-06 10:54:00 main:581] : INFO : Epoch 532 | loss: 0.00012412 | val_loss: 0.00014093 | Time: 3025.94 ms [2020-12-06 10:54:03 main:581] : INFO : Epoch 533 | loss: 0.000133288 | val_loss: 0.000152366 | Time: 3026.2 ms [2020-12-06 10:54:06 main:581] : INFO : Epoch 534 | loss: 0.000137204 | val_loss: 0.000138969 | Time: 3026.24 ms [2020-12-06 10:54:09 main:581] : INFO : Epoch 535 | loss: 0.000125374 | val_loss: 0.000136926 | Time: 3026.88 ms [2020-12-06 10:54:12 main:581] : INFO : Epoch 536 | loss: 0.000125267 | val_loss: 0.000136878 | Time: 3026.62 ms [2020-12-06 10:54:15 main:581] : INFO : Epoch 537 | loss: 0.000125128 | val_loss: 0.000139492 | Time: 3026.99 ms [2020-12-06 10:54:18 main:581] : INFO : Epoch 538 | loss: 0.000148157 | val_loss: 0.000159924 | Time: 3026.77 ms [2020-12-06 10:54:21 main:581] : INFO : Epoch 539 | loss: 0.000132573 | val_loss: 0.00013882 | Time: 3025.85 ms [2020-12-06 10:54:24 main:581] : INFO : Epoch 540 | loss: 0.000125913 | val_loss: 0.000138823 | Time: 3025.71 ms [2020-12-06 10:54:27 main:581] : INFO : Epoch 541 | loss: 0.00012556 | val_loss: 0.00013871 | Time: 3027.46 ms [2020-12-06 10:54:30 main:581] : INFO : Epoch 542 | loss: 0.000126079 | val_loss: 0.000141324 | Time: 3027.27 ms [2020-12-06 10:54:33 main:581] : INFO : Epoch 543 | loss: 0.000126222 | val_loss: 0.000136556 | Time: 3027.49 ms [2020-12-06 10:54:36 main:581] : INFO : Epoch 544 | loss: 0.000130226 | val_loss: 0.000156807 | Time: 3026.08 ms [2020-12-06 10:54:39 main:581] : INFO : Epoch 545 | loss: 0.00013588 | val_loss: 0.000146732 | Time: 3026.2 ms [2020-12-06 10:54:42 main:581] : INFO : Epoch 546 | loss: 0.000131198 | val_loss: 0.000138726 | Time: 3025.52 ms [2020-12-06 10:54:45 main:581] : INFO : Epoch 547 | loss: 0.000125871 | val_loss: 0.000137261 | Time: 3026.38 ms [2020-12-06 10:54:48 main:581] : INFO : Epoch 548 | loss: 0.000125395 | val_loss: 0.000138951 | Time: 3025.99 ms [2020-12-06 10:54:51 main:581] : INFO : Epoch 549 | loss: 0.000128914 | val_loss: 0.000147181 | Time: 3025.5 ms [2020-12-06 10:54:54 main:581] : INFO : Epoch 550 | loss: 0.000129374 | val_loss: 0.000142714 | Time: 3026.17 ms [2020-12-06 10:54:57 main:581] : INFO : Epoch 551 | loss: 0.000127995 | val_loss: 0.000138056 | Time: 3025.94 ms [2020-12-06 10:55:00 main:581] : INFO : Epoch 552 | loss: 0.000127025 | val_loss: 0.000143054 | Time: 3026.26 ms [2020-12-06 10:55:03 main:581] : INFO : Epoch 553 | loss: 0.000136354 | val_loss: 0.000149575 | Time: 3025.47 ms [2020-12-06 10:55:06 main:581] : INFO : Epoch 554 | loss: 0.000133496 | val_loss: 0.000143022 | Time: 3025.61 ms [2020-12-06 10:55:09 main:581] : INFO : Epoch 555 | loss: 0.000128064 | val_loss: 0.000139764 | Time: 3025.44 ms [2020-12-06 10:55:12 main:581] : INFO : Epoch 556 | loss: 0.000126009 | val_loss: 0.000140563 | Time: 3026.09 ms [2020-12-06 10:55:15 main:581] : INFO : Epoch 557 | loss: 0.000128386 | val_loss: 0.000139079 | Time: 3025.81 ms [2020-12-06 10:55:18 main:581] : INFO : Epoch 558 | loss: 0.000126146 | val_loss: 0.000141971 | Time: 3026.38 ms [2020-12-06 10:55:21 main:581] : INFO : Epoch 559 | loss: 0.000136975 | val_loss: 0.000151374 | Time: 3026.29 ms [2020-12-06 10:55:24 main:581] : INFO : Epoch 560 | loss: 0.000136686 | val_loss: 0.000149723 | Time: 3026.04 ms [2020-12-06 10:55:27 main:581] : INFO : Epoch 561 | loss: 0.0001484 | val_loss: 0.000149458 | Time: 3026.42 ms [2020-12-06 10:55:30 main:581] : INFO : Epoch 562 | loss: 0.00012986 | val_loss: 0.000139506 | Time: 3026.06 ms [2020-12-06 10:55:33 main:581] : INFO : Epoch 563 | loss: 0.000126221 | val_loss: 0.000139146 | Time: 3026.83 ms [2020-12-06 10:55:36 main:581] : INFO : Epoch 564 | loss: 0.00012524 | val_loss: 0.000137204 | Time: 3026.64 ms [2020-12-06 10:55:39 main:581] : INFO : Epoch 565 | loss: 0.000124926 | val_loss: 0.000139197 | Time: 3025.8 ms [2020-12-06 10:55:42 main:581] : INFO : Epoch 566 | loss: 0.000125639 | val_loss: 0.000141619 | Time: 3026.25 ms [2020-12-06 10:55:45 main:581] : INFO : Epoch 567 | loss: 0.00013135 | val_loss: 0.000137833 | Time: 3026.54 ms [2020-12-06 10:55:48 main:581] : INFO : Epoch 568 | loss: 0.000129363 | val_loss: 0.000152676 | Time: 3025.85 ms [2020-12-06 10:55:52 main:581] : INFO : Epoch 569 | loss: 0.000136278 | val_loss: 0.000145488 | Time: 3025.78 ms [2020-12-06 10:55:55 main:581] : INFO : Epoch 570 | loss: 0.000131937 | val_loss: 0.000140655 | Time: 3027.17 ms [2020-12-06 10:55:58 main:581] : INFO : Epoch 571 | loss: 0.000126185 | val_loss: 0.000139893 | Time: 3025.21 ms [2020-12-06 10:56:01 main:581] : INFO : Epoch 572 | loss: 0.000132481 | val_loss: 0.000145131 | Time: 3024.96 ms [2020-12-06 10:56:04 main:581] : INFO : Epoch 573 | loss: 0.00012835 | val_loss: 0.000140855 | Time: 3025.92 ms [2020-12-06 10:56:07 main:581] : INFO : Epoch 574 | loss: 0.000127378 | val_loss: 0.000144109 | Time: 3026.11 ms [2020-12-06 10:56:10 main:581] : INFO : Epoch 575 | loss: 0.000129165 | val_loss: 0.000139031 | Time: 3025.57 ms [2020-12-06 10:56:13 main:581] : INFO : Epoch 576 | loss: 0.00012806 | val_loss: 0.000141821 | Time: 3025.92 ms [2020-12-06 10:56:16 main:581] : INFO : Epoch 577 | loss: 0.000132038 | val_loss: 0.000154073 | Time: 3027.78 ms [2020-12-06 10:56:19 main:581] : INFO : Epoch 578 | loss: 0.00013388 | val_loss: 0.000143405 | Time: 3027.2 ms [2020-12-06 10:56:22 main:581] : INFO : Epoch 579 | loss: 0.000128712 | val_loss: 0.000146163 | Time: 3026.65 ms [2020-12-06 10:56:25 main:581] : INFO : Epoch 580 | loss: 0.000139991 | val_loss: 0.000148046 | Time: 3026.27 ms [2020-12-06 10:56:28 main:581] : INFO : Epoch 581 | loss: 0.000128962 | val_loss: 0.000140167 | Time: 3024.54 ms [2020-12-06 10:56:31 main:581] : INFO : Epoch 582 | loss: 0.000125832 | val_loss: 0.000138325 | Time: 3025.4 ms [2020-12-06 10:56:34 main:581] : INFO : Epoch 583 | loss: 0.000127524 | val_loss: 0.000139206 | Time: 3026.92 ms [2020-12-06 10:56:37 main:581] : INFO : Epoch 584 | loss: 0.000138832 | val_loss: 0.000145213 | Time: 3025.65 ms [2020-12-06 10:56:40 main:581] : INFO : Epoch 585 | loss: 0.000130382 | val_loss: 0.00014034 | Time: 3025.95 ms [2020-12-06 10:56:43 main:581] : INFO : Epoch 586 | loss: 0.000127845 | val_loss: 0.000143221 | Time: 3024.99 ms [2020-12-06 10:56:46 main:581] : INFO : Epoch 587 | loss: 0.00012822 | val_loss: 0.000139563 | Time: 3025.79 ms [2020-12-06 10:56:49 main:581] : INFO : Epoch 588 | loss: 0.000126248 | val_loss: 0.000140104 | Time: 3026.21 ms [2020-12-06 10:56:52 main:581] : INFO : Epoch 589 | loss: 0.000131531 | val_loss: 0.000152481 | Time: 3027.21 ms [2020-12-06 10:56:55 main:581] : INFO : Epoch 590 | loss: 0.000138248 | val_loss: 0.000148331 | Time: 3026.25 ms [2020-12-06 10:56:58 main:581] : INFO : Epoch 591 | loss: 0.000130649 | val_loss: 0.000140344 | Time: 3025.24 ms [2020-12-06 10:57:01 main:581] : INFO : Epoch 592 | loss: 0.000128523 | val_loss: 0.00014002 | Time: 3027.07 ms [2020-12-06 10:57:04 main:581] : INFO : Epoch 593 | loss: 0.000125862 | val_loss: 0.000142162 | Time: 3025.17 ms [2020-12-06 10:57:07 main:581] : INFO : Epoch 594 | loss: 0.00013808 | val_loss: 0.000156217 | Time: 3026.14 ms [2020-12-06 10:57:10 main:581] : INFO : Epoch 595 | loss: 0.000131362 | val_loss: 0.000141585 | Time: 3024.34 ms [2020-12-06 10:57:13 main:581] : INFO : Epoch 596 | loss: 0.000132286 | val_loss: 0.000148076 | Time: 3026.21 ms [2020-12-06 10:57:16 main:581] : INFO : Epoch 597 | loss: 0.000137076 | val_loss: 0.000149654 | Time: 3026.08 ms [2020-12-06 10:57:19 main:581] : INFO : Epoch 598 | loss: 0.000129966 | val_loss: 0.000139628 | Time: 3027.22 ms [2020-12-06 10:57:22 main:581] : INFO : Epoch 599 | loss: 0.000126142 | val_loss: 0.000143059 | Time: 3025.43 ms [2020-12-06 10:57:25 main:581] : INFO : Epoch 600 | loss: 0.00013269 | val_loss: 0.00014244 | Time: 3026.53 ms [2020-12-06 10:57:28 main:581] : INFO : Epoch 601 | loss: 0.000125272 | val_loss: 0.000138896 | Time: 3025.56 ms [2020-12-06 10:57:31 main:581] : INFO : Epoch 602 | loss: 0.000138089 | val_loss: 0.000157166 | Time: 3025.56 ms [2020-12-06 10:57:34 main:581] : INFO : Epoch 603 | loss: 0.000137347 | val_loss: 0.00015393 | Time: 3026.09 ms [2020-12-06 10:57:37 main:581] : INFO : Epoch 604 | loss: 0.000132663 | val_loss: 0.00014316 | Time: 3026.61 ms [2020-12-06 10:57:40 main:581] : INFO : Epoch 605 | loss: 0.00012981 | val_loss: 0.000141253 | Time: 3027.2 ms [2020-12-06 10:57:43 main:581] : INFO : Epoch 606 | loss: 0.000127721 | val_loss: 0.000140696 | Time: 3025.04 ms [2020-12-06 10:57:47 main:581] : INFO : Epoch 607 | loss: 0.000132371 | val_loss: 0.000142453 | Time: 3027.13 ms [2020-12-06 10:57:50 main:581] : INFO : Epoch 608 | loss: 0.000128142 | val_loss: 0.000143424 | Time: 3026.54 ms [2020-12-06 10:57:53 main:581] : INFO : Epoch 609 | loss: 0.000128112 | val_loss: 0.000145878 | Time: 3024.16 ms [2020-12-06 10:57:56 main:581] : INFO : Epoch 610 | loss: 0.000132282 | val_loss: 0.000144708 | Time: 3027.4 ms [2020-12-06 10:57:59 main:581] : INFO : Epoch 611 | loss: 0.000132854 | val_loss: 0.000154446 | Time: 3024.72 ms [2020-12-06 10:58:02 main:581] : INFO : Epoch 612 | loss: 0.000136319 | val_loss: 0.000206109 | Time: 3026.18 ms [2020-12-06 10:58:05 main:581] : INFO : Epoch 613 | loss: 0.000178229 | val_loss: 0.000155709 | Time: 3025.43 ms [2020-12-06 10:58:08 main:581] : INFO : Epoch 614 | loss: 0.000139491 | val_loss: 0.000150906 | Time: 3025.62 ms [2020-12-06 10:58:11 main:581] : INFO : Epoch 615 | loss: 0.000131522 | val_loss: 0.000140709 | Time: 3025.6 ms [2020-12-06 10:58:14 main:581] : INFO : Epoch 616 | loss: 0.000126398 | val_loss: 0.000140245 | Time: 3025.28 ms [2020-12-06 10:58:17 main:581] : INFO : Epoch 617 | loss: 0.000123746 | val_loss: 0.000137871 | Time: 3025.23 ms [2020-12-06 10:58:20 main:581] : INFO : Epoch 618 | loss: 0.00012804 | val_loss: 0.000146463 | Time: 3025.76 ms [2020-12-06 10:58:23 main:581] : INFO : Epoch 619 | loss: 0.00013091 | val_loss: 0.000145293 | Time: 3026.75 ms [2020-12-06 10:58:26 main:581] : INFO : Epoch 620 | loss: 0.000130741 | val_loss: 0.000142517 | Time: 3025.46 ms [2020-12-06 10:58:29 main:581] : INFO : Epoch 621 | loss: 0.000130727 | val_loss: 0.000140489 | Time: 3025.84 ms [2020-12-06 10:58:32 main:581] : INFO : Epoch 622 | loss: 0.000126398 | val_loss: 0.000139944 | Time: 3026.83 ms [2020-12-06 10:58:35 main:581] : INFO : Epoch 623 | loss: 0.000126455 | val_loss: 0.00014309 | Time: 3026.65 ms [2020-12-06 10:58:38 main:581] : INFO : Epoch 624 | loss: 0.000132268 | val_loss: 0.000157995 | Time: 3026.52 ms [2020-12-06 10:58:41 main:581] : INFO : Epoch 625 | loss: 0.000140136 | val_loss: 0.000153004 | Time: 3025.32 ms [2020-12-06 10:58:44 main:581] : INFO : Epoch 626 | loss: 0.000137224 | val_loss: 0.000152193 | Time: 3026.88 ms [2020-12-06 10:58:47 main:581] : INFO : Epoch 627 | loss: 0.000130996 | val_loss: 0.000140868 | Time: 3027.24 ms [2020-12-06 10:58:50 main:581] : INFO : Epoch 628 | loss: 0.000126102 | val_loss: 0.000143608 | Time: 3025.44 ms [2020-12-06 10:58:53 main:581] : INFO : Epoch 629 | loss: 0.000127892 | val_loss: 0.000140596 | Time: 3027.47 ms [2020-12-06 10:58:56 main:581] : INFO : Epoch 630 | loss: 0.000124634 | val_loss: 0.000139518 | Time: 3025.41 ms [2020-12-06 10:58:59 main:581] : INFO : Epoch 631 | loss: 0.000125436 | val_loss: 0.000140111 | Time: 3026.16 ms [2020-12-06 10:59:02 main:581] : INFO : Epoch 632 | loss: 0.000125134 | val_loss: 0.000140501 | Time: 3026.85 ms [2020-12-06 10:59:05 main:581] : INFO : Epoch 633 | loss: 0.000125145 | val_loss: 0.000141855 | Time: 3025.53 ms [2020-12-06 10:59:08 main:581] : INFO : Epoch 634 | loss: 0.000136869 | val_loss: 0.000167324 | Time: 3024.29 ms [2020-12-06 10:59:11 main:581] : INFO : Epoch 635 | loss: 0.000139517 | val_loss: 0.000145571 | Time: 3026.68 ms [2020-12-06 10:59:14 main:581] : INFO : Epoch 636 | loss: 0.000127818 | val_loss: 0.00014062 | Time: 3024.84 ms [2020-12-06 10:59:17 main:581] : INFO : Epoch 637 | loss: 0.000124376 | val_loss: 0.000142549 | Time: 3026.57 ms [2020-12-06 10:59:20 main:581] : INFO : Epoch 638 | loss: 0.000137267 | val_loss: 0.000140452 | Time: 3026.21 ms [2020-12-06 10:59:23 main:581] : INFO : Epoch 639 | loss: 0.000126779 | val_loss: 0.000143 | Time: 3025.92 ms [2020-12-06 10:59:26 main:581] : INFO : Epoch 640 | loss: 0.000130418 | val_loss: 0.000143071 | Time: 3025.46 ms [2020-12-06 10:59:29 main:581] : INFO : Epoch 641 | loss: 0.000127612 | val_loss: 0.000139718 | Time: 3026.53 ms [2020-12-06 10:59:32 main:581] : INFO : Epoch 642 | loss: 0.000128149 | val_loss: 0.000147371 | Time: 3025.18 ms [2020-12-06 10:59:35 main:581] : INFO : Epoch 643 | loss: 0.000132216 | val_loss: 0.000138964 | Time: 3025.51 ms [2020-12-06 10:59:38 main:581] : INFO : Epoch 644 | loss: 0.000126867 | val_loss: 0.000146995 | Time: 3026.54 ms [2020-12-06 10:59:42 main:581] : INFO : Epoch 645 | loss: 0.000132432 | val_loss: 0.000141628 | Time: 3025.82 ms [2020-12-06 10:59:45 main:581] : INFO : Epoch 646 | loss: 0.000136214 | val_loss: 0.000152855 | Time: 3026.79 ms [2020-12-06 10:59:48 main:581] : INFO : Epoch 647 | loss: 0.000129422 | val_loss: 0.000142379 | Time: 3027.41 ms [2020-12-06 10:59:51 main:581] : INFO : Epoch 648 | loss: 0.000127185 | val_loss: 0.000144602 | Time: 3026.12 ms [2020-12-06 10:59:54 main:581] : INFO : Epoch 649 | loss: 0.000127381 | val_loss: 0.00014483 | Time: 3025.96 ms [2020-12-06 10:59:57 main:581] : INFO : Epoch 650 | loss: 0.00012778 | val_loss: 0.000141967 | Time: 3028.03 ms [2020-12-06 11:00:00 main:581] : INFO : Epoch 651 | loss: 0.000124955 | val_loss: 0.000147739 | Time: 3026.22 ms [2020-12-06 11:00:03 main:581] : INFO : Epoch 652 | loss: 0.000137011 | val_loss: 0.000149024 | Time: 3024.82 ms [2020-12-06 11:00:06 main:581] : INFO : Epoch 653 | loss: 0.000131313 | val_loss: 0.000144885 | Time: 3026.54 ms [2020-12-06 11:00:09 main:581] : INFO : Epoch 654 | loss: 0.000136853 | val_loss: 0.000147423 | Time: 3026.62 ms [2020-12-06 11:00:12 main:581] : INFO : Epoch 655 | loss: 0.000125637 | val_loss: 0.000138619 | Time: 3026.12 ms [2020-12-06 11:00:15 main:581] : INFO : Epoch 656 | loss: 0.000122997 | val_loss: 0.000142142 | Time: 3026.55 ms [2020-12-06 11:00:18 main:581] : INFO : Epoch 657 | loss: 0.000130051 | val_loss: 0.00014417 | Time: 3026.17 ms [2020-12-06 11:00:21 main:581] : INFO : Epoch 658 | loss: 0.00014037 | val_loss: 0.000160847 | Time: 3024.14 ms [2020-12-06 11:00:24 main:581] : INFO : Epoch 659 | loss: 0.000129962 | val_loss: 0.000141218 | Time: 3028.59 ms [2020-12-06 11:00:27 main:581] : INFO : Epoch 660 | loss: 0.000123934 | val_loss: 0.000139458 | Time: 3025.5 ms [2020-12-06 11:00:30 main:581] : INFO : Epoch 661 | loss: 0.000124911 | val_loss: 0.00014829 | Time: 3026.18 ms [2020-12-06 11:00:33 main:581] : INFO : Epoch 662 | loss: 0.000131092 | val_loss: 0.000142452 | Time: 3026.49 ms [2020-12-06 11:00:36 main:581] : INFO : Epoch 663 | loss: 0.00012843 | val_loss: 0.000154516 | Time: 3025.38 ms [2020-12-06 11:00:39 main:581] : INFO : Epoch 664 | loss: 0.000131811 | val_loss: 0.000142581 | Time: 3027.62 ms [2020-12-06 11:00:42 main:581] : INFO : Epoch 665 | loss: 0.0001378 | val_loss: 0.000148837 | Time: 3025.8 ms [2020-12-06 11:00:45 main:581] : INFO : Epoch 666 | loss: 0.000129281 | val_loss: 0.000141434 | Time: 3026.1 ms [2020-12-06 11:00:48 main:581] : INFO : Epoch 667 | loss: 0.000125471 | val_loss: 0.00013888 | Time: 3026.16 ms [2020-12-06 11:00:51 main:581] : INFO : Epoch 668 | loss: 0.000124086 | val_loss: 0.000142063 | Time: 3026.73 ms [2020-12-06 11:00:54 main:581] : INFO : Epoch 669 | loss: 0.000127059 | val_loss: 0.00015812 | Time: 3025.68 ms [2020-12-06 11:00:57 main:581] : INFO : Epoch 670 | loss: 0.000142587 | val_loss: 0.000145454 | Time: 3025.88 ms [2020-12-06 11:01:00 main:581] : INFO : Epoch 671 | loss: 0.000129705 | val_loss: 0.000154355 | Time: 3027.8 ms [2020-12-06 11:01:03 main:581] : INFO : Epoch 672 | loss: 0.000134447 | val_loss: 0.000143389 | Time: 3025.61 ms [2020-12-06 11:01:06 main:581] : INFO : Epoch 673 | loss: 0.00012488 | val_loss: 0.000137782 | Time: 3026.87 ms [2020-12-06 11:01:09 main:581] : INFO : Epoch 674 | loss: 0.000123566 | val_loss: 0.000142589 | Time: 3025.88 ms [2020-12-06 11:01:12 main:581] : INFO : Epoch 675 | loss: 0.000136025 | val_loss: 0.000144256 | Time: 3025.79 ms [2020-12-06 11:01:15 main:581] : INFO : Epoch 676 | loss: 0.000133205 | val_loss: 0.000151023 | Time: 3025.51 ms [2020-12-06 11:01:18 main:581] : INFO : Epoch 677 | loss: 0.000129263 | val_loss: 0.000150062 | Time: 3025.56 ms [2020-12-06 11:01:21 main:581] : INFO : Epoch 678 | loss: 0.00013104 | val_loss: 0.000147819 | Time: 3025.54 ms [2020-12-06 11:01:24 main:581] : INFO : Epoch 679 | loss: 0.000126297 | val_loss: 0.000138825 | Time: 3024.35 ms [2020-12-06 11:01:27 main:581] : INFO : Epoch 680 | loss: 0.000126351 | val_loss: 0.000142929 | Time: 3026.89 ms [2020-12-06 11:01:30 main:581] : INFO : Epoch 681 | loss: 0.000128821 | val_loss: 0.000143749 | Time: 3026.6 ms [2020-12-06 11:01:33 main:581] : INFO : Epoch 682 | loss: 0.000128966 | val_loss: 0.000162258 | Time: 3026.61 ms [2020-12-06 11:01:37 main:581] : INFO : Epoch 683 | loss: 0.000136717 | val_loss: 0.000145625 | Time: 3025.63 ms [2020-12-06 11:01:40 main:581] : INFO : Epoch 684 | loss: 0.000131492 | val_loss: 0.000149317 | Time: 3026.08 ms [2020-12-06 11:01:43 main:581] : INFO : Epoch 685 | loss: 0.000134775 | val_loss: 0.000151829 | Time: 3027.01 ms [2020-12-06 11:01:46 main:581] : INFO : Epoch 686 | loss: 0.000129519 | val_loss: 0.000140394 | Time: 3025.69 ms [2020-12-06 11:01:49 main:581] : INFO : Epoch 687 | loss: 0.000125488 | val_loss: 0.000140639 | Time: 3026.74 ms [2020-12-06 11:01:52 main:581] : INFO : Epoch 688 | loss: 0.000124762 | val_loss: 0.000141782 | Time: 3025.9 ms [2020-12-06 11:01:55 main:581] : INFO : Epoch 689 | loss: 0.000131636 | val_loss: 0.000150763 | Time: 3027.18 ms [2020-12-06 11:01:58 main:581] : INFO : Epoch 690 | loss: 0.000128802 | val_loss: 0.000143779 | Time: 3025.51 ms [2020-12-06 11:02:01 main:581] : INFO : Epoch 691 | loss: 0.000136634 | val_loss: 0.000157237 | Time: 3025.98 ms [2020-12-06 11:02:04 main:581] : INFO : Epoch 692 | loss: 0.000135125 | val_loss: 0.000146374 | Time: 3025.92 ms [2020-12-06 11:02:07 main:581] : INFO : Epoch 693 | loss: 0.00012681 | val_loss: 0.000143134 | Time: 3024.87 ms [2020-12-06 11:02:10 main:581] : INFO : Epoch 694 | loss: 0.000132137 | val_loss: 0.000157857 | Time: 3026.22 ms [2020-12-06 11:02:13 main:581] : INFO : Epoch 695 | loss: 0.000131811 | val_loss: 0.000145887 | Time: 3026.53 ms [2020-12-06 11:02:16 main:581] : INFO : Epoch 696 | loss: 0.000125752 | val_loss: 0.000140317 | Time: 3026.43 ms [2020-12-06 11:02:19 main:581] : INFO : Epoch 697 | loss: 0.000124628 | val_loss: 0.000140351 | Time: 3027.55 ms [2020-12-06 11:02:22 main:581] : INFO : Epoch 698 | loss: 0.000124052 | val_loss: 0.000142222 | Time: 3026.34 ms [2020-12-06 11:02:25 main:581] : INFO : Epoch 699 | loss: 0.000127995 | val_loss: 0.000142312 | Time: 3025.42 ms [2020-12-06 11:02:28 main:581] : INFO : Epoch 700 | loss: 0.000131308 | val_loss: 0.000148389 | Time: 3025.31 ms [2020-12-06 11:02:31 main:581] : INFO : Epoch 701 | loss: 0.000134804 | val_loss: 0.000154333 | Time: 3026.03 ms [2020-12-06 11:02:34 main:581] : INFO : Epoch 702 | loss: 0.000132269 | val_loss: 0.000142788 | Time: 3025.75 ms [2020-12-06 11:02:37 main:581] : INFO : Epoch 703 | loss: 0.000125741 | val_loss: 0.000141469 | Time: 3027.47 ms [2020-12-06 11:02:40 main:581] : INFO : Epoch 704 | loss: 0.000132415 | val_loss: 0.000163329 | Time: 3025.89 ms [2020-12-06 11:02:43 main:581] : INFO : Epoch 705 | loss: 0.000137782 | val_loss: 0.000143745 | Time: 3024.97 ms [2020-12-06 11:02:46 main:581] : INFO : Epoch 706 | loss: 0.000128314 | val_loss: 0.000140494 | Time: 3026.05 ms [2020-12-06 11:02:49 main:581] : INFO : Epoch 707 | loss: 0.00012344 | val_loss: 0.000138065 | Time: 3026.93 ms [2020-12-06 11:02:52 main:581] : INFO : Epoch 708 | loss: 0.000124434 | val_loss: 0.000150481 | Time: 3025.8 ms [2020-12-06 11:02:55 main:581] : INFO : Epoch 709 | loss: 0.000134228 | val_loss: 0.000144307 | Time: 3026.75 ms [2020-12-06 11:02:58 main:581] : INFO : Epoch 710 | loss: 0.000128175 | val_loss: 0.000150583 | Time: 3026.16 ms [2020-12-06 11:03:01 main:581] : INFO : Epoch 711 | loss: 0.000136055 | val_loss: 0.000143735 | Time: 3024.87 ms [2020-12-06 11:03:04 main:581] : INFO : Epoch 712 | loss: 0.000126958 | val_loss: 0.000146411 | Time: 3025.94 ms [2020-12-06 11:03:07 main:581] : INFO : Epoch 713 | loss: 0.000128114 | val_loss: 0.000148872 | Time: 3027.15 ms [2020-12-06 11:03:10 main:581] : INFO : Epoch 714 | loss: 0.000130554 | val_loss: 0.000141951 | Time: 3025.1 ms [2020-12-06 11:03:13 main:581] : INFO : Epoch 715 | loss: 0.000124099 | val_loss: 0.00014034 | Time: 3026.15 ms [2020-12-06 11:03:16 main:581] : INFO : Epoch 716 | loss: 0.00012592 | val_loss: 0.000148603 | Time: 3025.51 ms [2020-12-06 11:03:19 main:581] : INFO : Epoch 717 | loss: 0.000133036 | val_loss: 0.000146114 | Time: 3025.82 ms [2020-12-06 11:03:22 main:581] : INFO : Epoch 718 | loss: 0.000133782 | val_loss: 0.000146012 | Time: 3024.66 ms [2020-12-06 11:03:25 main:581] : INFO : Epoch 719 | loss: 0.000129883 | val_loss: 0.000148579 | Time: 3026.61 ms [2020-12-06 11:03:28 main:581] : INFO : Epoch 720 | loss: 0.000136395 | val_loss: 0.000154996 | Time: 3026.57 ms [2020-12-06 11:03:32 main:581] : INFO : Epoch 721 | loss: 0.000130093 | val_loss: 0.000144399 | Time: 3025.08 ms [2020-12-06 11:03:35 main:581] : INFO : Epoch 722 | loss: 0.000125305 | val_loss: 0.000140643 | Time: 3025.62 ms [2020-12-06 11:03:38 main:581] : INFO : Epoch 723 | loss: 0.000123666 | val_loss: 0.000144324 | Time: 3027.22 ms [2020-12-06 11:03:41 main:581] : INFO : Epoch 724 | loss: 0.000133533 | val_loss: 0.000151401 | Time: 3026.57 ms [2020-12-06 11:03:44 main:581] : INFO : Epoch 725 | loss: 0.00013425 | val_loss: 0.000146286 | Time: 3024.84 ms [2020-12-06 11:03:47 main:581] : INFO : Epoch 726 | loss: 0.000128695 | val_loss: 0.000140565 | Time: 3025.97 ms [2020-12-06 11:03:50 main:581] : INFO : Epoch 727 | loss: 0.000125151 | val_loss: 0.000142764 | Time: 3025.01 ms [2020-12-06 11:03:53 main:581] : INFO : Epoch 728 | loss: 0.000128857 | val_loss: 0.000144355 | Time: 3026.41 ms [2020-12-06 11:03:56 main:581] : INFO : Epoch 729 | loss: 0.000129352 | val_loss: 0.000152639 | Time: 3024.86 ms [2020-12-06 11:03:59 main:581] : INFO : Epoch 730 | loss: 0.000135221 | val_loss: 0.000143917 | Time: 3026.3 ms [2020-12-06 11:04:02 main:581] : INFO : Epoch 731 | loss: 0.000133733 | val_loss: 0.000172303 | Time: 3026.95 ms [2020-12-06 11:04:05 main:581] : INFO : Epoch 732 | loss: 0.000140164 | val_loss: 0.000152336 | Time: 3027.37 ms [2020-12-06 11:04:08 main:581] : INFO : Epoch 733 | loss: 0.000132105 | val_loss: 0.000145558 | Time: 3026.09 ms [2020-12-06 11:04:11 main:581] : INFO : Epoch 734 | loss: 0.000134275 | val_loss: 0.000144561 | Time: 3026.91 ms [2020-12-06 11:04:14 main:581] : INFO : Epoch 735 | loss: 0.000127098 | val_loss: 0.000145688 | Time: 3026.06 ms [2020-12-06 11:04:17 main:581] : INFO : Epoch 736 | loss: 0.000125371 | val_loss: 0.000140635 | Time: 3025.61 ms [2020-12-06 11:04:20 main:581] : INFO : Epoch 737 | loss: 0.000123466 | val_loss: 0.000139105 | Time: 3026.61 ms [2020-12-06 11:04:23 main:581] : INFO : Epoch 738 | loss: 0.000122404 | val_loss: 0.000137815 | Time: 3026.28 ms [2020-12-06 11:04:26 main:581] : INFO : Epoch 739 | loss: 0.000122556 | val_loss: 0.000143249 | Time: 3025.94 ms [2020-12-06 11:04:29 main:581] : INFO : Epoch 740 | loss: 0.00013282 | val_loss: 0.000142128 | Time: 3025.22 ms [2020-12-06 11:04:32 main:581] : INFO : Epoch 741 | loss: 0.000135037 | val_loss: 0.000155313 | Time: 3026.8 ms [2020-12-06 11:04:35 main:581] : INFO : Epoch 742 | loss: 0.000132518 | val_loss: 0.00014228 | Time: 3026.23 ms [2020-12-06 11:04:38 main:581] : INFO : Epoch 743 | loss: 0.00012363 | val_loss: 0.000140055 | Time: 3027.17 ms [2020-12-06 11:04:41 main:581] : INFO : Epoch 744 | loss: 0.000125739 | val_loss: 0.000155901 | Time: 3026.2 ms [2020-12-06 11:04:44 main:581] : INFO : Epoch 745 | loss: 0.000141274 | val_loss: 0.000149865 | Time: 3026.56 ms [2020-12-06 11:04:47 main:581] : INFO : Epoch 746 | loss: 0.000129075 | val_loss: 0.000145486 | Time: 3026.25 ms [2020-12-06 11:04:50 main:581] : INFO : Epoch 747 | loss: 0.00012694 | val_loss: 0.000142566 | Time: 3024.96 ms [2020-12-06 11:04:53 main:581] : INFO : Epoch 748 | loss: 0.000127946 | val_loss: 0.000141237 | Time: 3025.91 ms [2020-12-06 11:04:56 main:581] : INFO : Epoch 749 | loss: 0.000124456 | val_loss: 0.000140122 | Time: 3024.34 ms [2020-12-06 11:04:59 main:581] : INFO : Epoch 750 | loss: 0.000129541 | val_loss: 0.00014985 | Time: 3027.03 ms [2020-12-06 11:05:02 main:581] : INFO : Epoch 751 | loss: 0.000133427 | val_loss: 0.000152474 | Time: 3025.75 ms [2020-12-06 11:05:05 main:581] : INFO : Epoch 752 | loss: 0.000130764 | val_loss: 0.000150268 | Time: 3024.93 ms [2020-12-06 11:05:08 main:581] : INFO : Epoch 753 | loss: 0.000128197 | val_loss: 0.000144683 | Time: 3026.49 ms [2020-12-06 11:05:11 main:581] : INFO : Epoch 754 | loss: 0.000131008 | val_loss: 0.000146368 | Time: 3025.62 ms [2020-12-06 11:05:14 main:581] : INFO : Epoch 755 | loss: 0.000126984 | val_loss: 0.000142199 | Time: 3025.76 ms [2020-12-06 11:05:17 main:581] : INFO : Epoch 756 | loss: 0.000123781 | val_loss: 0.000139995 | Time: 3026.76 ms [2020-12-06 11:05:20 main:581] : INFO : Epoch 757 | loss: 0.000128599 | val_loss: 0.000151358 | Time: 3025.78 ms [2020-12-06 11:05:23 main:581] : INFO : Epoch 758 | loss: 0.000132344 | val_loss: 0.000149833 | Time: 3027.21 ms [2020-12-06 11:05:27 main:581] : INFO : Epoch 759 | loss: 0.000130591 | val_loss: 0.000144123 | Time: 3026.66 ms [2020-12-06 11:05:30 main:581] : INFO : Epoch 760 | loss: 0.000127555 | val_loss: 0.000142158 | Time: 3026.87 ms [2020-12-06 11:05:33 main:581] : INFO : Epoch 761 | loss: 0.000126889 | val_loss: 0.000144778 | Time: 3026.36 ms [2020-12-06 11:05:36 main:581] : INFO : Epoch 762 | loss: 0.000127505 | val_loss: 0.000143368 | Time: 3026.84 ms [2020-12-06 11:05:39 main:581] : INFO : Epoch 763 | loss: 0.000130297 | val_loss: 0.000155496 | Time: 3026.54 ms [2020-12-06 11:05:42 main:581] : INFO : Epoch 764 | loss: 0.000136717 | val_loss: 0.000156659 | Time: 3026.24 ms [2020-12-06 11:05:45 main:581] : INFO : Epoch 765 | loss: 0.000131972 | val_loss: 0.000144833 | Time: 3026.81 ms [2020-12-06 11:05:48 main:581] : INFO : Epoch 766 | loss: 0.00012844 | val_loss: 0.000140283 | Time: 3025.14 ms [2020-12-06 11:05:51 main:581] : INFO : Epoch 767 | loss: 0.000125926 | val_loss: 0.000144059 | Time: 3025.92 ms [2020-12-06 11:05:54 main:581] : INFO : Epoch 768 | loss: 0.000135489 | val_loss: 0.000141396 | Time: 3025.32 ms [2020-12-06 11:05:57 main:581] : INFO : Epoch 769 | loss: 0.000127688 | val_loss: 0.000146439 | Time: 3025.73 ms [2020-12-06 11:06:00 main:581] : INFO : Epoch 770 | loss: 0.000134794 | val_loss: 0.000144625 | Time: 3026.16 ms [2020-12-06 11:06:03 main:581] : INFO : Epoch 771 | loss: 0.000129061 | val_loss: 0.000152257 | Time: 3025.84 ms [2020-12-06 11:06:06 main:581] : INFO : Epoch 772 | loss: 0.000133358 | val_loss: 0.000140821 | Time: 3024.36 ms [2020-12-06 11:06:09 main:581] : INFO : Epoch 773 | loss: 0.000122877 | val_loss: 0.000141505 | Time: 3027.25 ms [2020-12-06 11:06:12 main:581] : INFO : Epoch 774 | loss: 0.00013449 | val_loss: 0.000151783 | Time: 3024.16 ms [2020-12-06 11:06:15 main:581] : INFO : Epoch 775 | loss: 0.000132459 | val_loss: 0.00014458 | Time: 3025.53 ms [2020-12-06 11:06:18 main:581] : INFO : Epoch 776 | loss: 0.000123921 | val_loss: 0.000139773 | Time: 3026.63 ms [2020-12-06 11:06:21 main:581] : INFO : Epoch 777 | loss: 0.000122862 | val_loss: 0.000141133 | Time: 3025.02 ms [2020-12-06 11:06:24 main:581] : INFO : Epoch 778 | loss: 0.000133081 | val_loss: 0.000143782 | Time: 3026.1 ms [2020-12-06 11:06:27 main:581] : INFO : Epoch 779 | loss: 0.000125332 | val_loss: 0.000141893 | Time: 3027.05 ms [2020-12-06 11:06:30 main:581] : INFO : Epoch 780 | loss: 0.000125581 | val_loss: 0.000143429 | Time: 3025.29 ms [2020-12-06 11:06:33 main:581] : INFO : Epoch 781 | loss: 0.000126167 | val_loss: 0.000141701 | Time: 3025.44 ms [2020-12-06 11:06:36 main:581] : INFO : Epoch 782 | loss: 0.000127625 | val_loss: 0.000145838 | Time: 3026.54 ms [2020-12-06 11:06:39 main:581] : INFO : Epoch 783 | loss: 0.000130421 | val_loss: 0.000145735 | Time: 3025.56 ms [2020-12-06 11:06:42 main:581] : INFO : Epoch 784 | loss: 0.000135985 | val_loss: 0.000168937 | Time: 3025.09 ms [2020-12-06 11:06:45 main:581] : INFO : Epoch 785 | loss: 0.000136751 | val_loss: 0.000148645 | Time: 3026.2 ms [2020-12-06 11:06:48 main:581] : INFO : Epoch 786 | loss: 0.000137624 | val_loss: 0.00014751 | Time: 3025.93 ms [2020-12-06 11:06:51 main:581] : INFO : Epoch 787 | loss: 0.000126107 | val_loss: 0.000141085 | Time: 3027.44 ms [2020-12-06 11:06:54 main:581] : INFO : Epoch 788 | loss: 0.00012241 | val_loss: 0.000138287 | Time: 3026.03 ms [2020-12-06 11:06:57 main:581] : INFO : Epoch 789 | loss: 0.000123433 | val_loss: 0.000142369 | Time: 3026.28 ms [2020-12-06 11:07:00 main:581] : INFO : Epoch 790 | loss: 0.000129608 | val_loss: 0.000143938 | Time: 3025.49 ms [2020-12-06 11:07:03 main:581] : INFO : Epoch 791 | loss: 0.00012787 | val_loss: 0.000160381 | Time: 3025.83 ms [2020-12-06 11:07:06 main:581] : INFO : Epoch 792 | loss: 0.000137659 | val_loss: 0.000144085 | Time: 3026.73 ms [2020-12-06 11:07:09 main:581] : INFO : Epoch 793 | loss: 0.000128015 | val_loss: 0.000142603 | Time: 3027.17 ms [2020-12-06 11:07:12 main:581] : INFO : Epoch 794 | loss: 0.00012498 | val_loss: 0.000141687 | Time: 3026.46 ms [2020-12-06 11:07:15 main:581] : INFO : Epoch 795 | loss: 0.000123243 | val_loss: 0.00014497 | Time: 3026.62 ms [2020-12-06 11:07:18 main:581] : INFO : Epoch 796 | loss: 0.000135594 | val_loss: 0.00015175 | Time: 3025.63 ms [2020-12-06 11:07:22 main:581] : INFO : Epoch 797 | loss: 0.00015478 | val_loss: 0.000162983 | Time: 3025.61 ms [2020-12-06 11:07:25 main:581] : INFO : Epoch 798 | loss: 0.00013961 | val_loss: 0.000154488 | Time: 3026.6 ms [2020-12-06 11:07:28 main:581] : INFO : Epoch 799 | loss: 0.000149828 | val_loss: 0.000151133 | Time: 3024.25 ms [2020-12-06 11:07:31 main:581] : INFO : Epoch 800 | loss: 0.00012957 | val_loss: 0.000140581 | Time: 3026.16 ms [2020-12-06 11:07:34 main:581] : INFO : Epoch 801 | loss: 0.000122097 | val_loss: 0.000138096 | Time: 3025.9 ms [2020-12-06 11:07:37 main:581] : INFO : Epoch 802 | loss: 0.000120843 | val_loss: 0.000138548 | Time: 3025.64 ms [2020-12-06 11:07:40 main:581] : INFO : Epoch 803 | loss: 0.000128198 | val_loss: 0.000151622 | Time: 3025.63 ms [2020-12-06 11:07:43 main:581] : INFO : Epoch 804 | loss: 0.000131843 | val_loss: 0.000143389 | Time: 3026.83 ms [2020-12-06 11:07:46 main:581] : INFO : Epoch 805 | loss: 0.000125257 | val_loss: 0.000140843 | Time: 3026.06 ms [2020-12-06 11:07:49 main:581] : INFO : Epoch 806 | loss: 0.000122969 | val_loss: 0.000138981 | Time: 3025.93 ms [2020-12-06 11:07:52 main:581] : INFO : Epoch 807 | loss: 0.000122283 | val_loss: 0.000140045 | Time: 3025.49 ms [2020-12-06 11:07:55 main:581] : INFO : Epoch 808 | loss: 0.000121948 | val_loss: 0.000140948 | Time: 3024.64 ms [2020-12-06 11:07:58 main:581] : INFO : Epoch 809 | loss: 0.000123816 | val_loss: 0.000139821 | Time: 3024.6 ms [2020-12-06 11:08:01 main:581] : INFO : Epoch 810 | loss: 0.000125283 | val_loss: 0.000153926 | Time: 3025.56 ms [2020-12-06 11:08:04 main:581] : INFO : Epoch 811 | loss: 0.000133316 | val_loss: 0.000148347 | Time: 3025.52 ms [2020-12-06 11:08:07 main:581] : INFO : Epoch 812 | loss: 0.000128273 | val_loss: 0.000140927 | Time: 3027.07 ms [2020-12-06 11:08:10 main:581] : INFO : Epoch 813 | loss: 0.000126197 | val_loss: 0.000150624 | Time: 3025.05 ms [2020-12-06 11:08:13 main:581] : INFO : Epoch 814 | loss: 0.000133583 | val_loss: 0.000151263 | Time: 3026.07 ms [2020-12-06 11:08:16 main:581] : INFO : Epoch 815 | loss: 0.000127188 | val_loss: 0.000141494 | Time: 3025.67 ms [2020-12-06 11:08:19 main:581] : INFO : Epoch 816 | loss: 0.000127836 | val_loss: 0.00014941 | Time: 3026.98 ms [2020-12-06 11:08:22 main:581] : INFO : Epoch 817 | loss: 0.00013062 | val_loss: 0.000143501 | Time: 3024.94 ms [2020-12-06 11:08:25 main:581] : INFO : Epoch 818 | loss: 0.000123976 | val_loss: 0.000138608 | Time: 3027.61 ms [2020-12-06 11:08:28 main:581] : INFO : Epoch 819 | loss: 0.000122447 | val_loss: 0.000141004 | Time: 3025.73 ms [2020-12-06 11:08:31 main:581] : INFO : Epoch 820 | loss: 0.000124344 | val_loss: 0.000141779 | Time: 3025.04 ms [2020-12-06 11:08:34 main:581] : INFO : Epoch 821 | loss: 0.000130957 | val_loss: 0.000153617 | Time: 3026.24 ms [2020-12-06 11:08:37 main:581] : INFO : Epoch 822 | loss: 0.000134516 | val_loss: 0.000147262 | Time: 3025.97 ms [2020-12-06 11:08:40 main:581] : INFO : Epoch 823 | loss: 0.000130371 | val_loss: 0.000146802 | Time: 3024.09 ms [2020-12-06 11:08:43 main:581] : INFO : Epoch 824 | loss: 0.000134773 | val_loss: 0.000146094 | Time: 3025.82 ms [2020-12-06 11:08:46 main:581] : INFO : Epoch 825 | loss: 0.000127027 | val_loss: 0.000142933 | Time: 3026.13 ms [2020-12-06 11:08:49 main:581] : INFO : Epoch 826 | loss: 0.000126038 | val_loss: 0.000143024 | Time: 3025.13 ms [2020-12-06 11:08:52 main:581] : INFO : Epoch 827 | loss: 0.000126011 | val_loss: 0.000145213 | Time: 3026.02 ms [2020-12-06 11:08:55 main:581] : INFO : Epoch 828 | loss: 0.00012605 | val_loss: 0.00014197 | Time: 3026.32 ms [2020-12-06 11:08:58 main:581] : INFO : Epoch 829 | loss: 0.000132339 | val_loss: 0.000170214 | Time: 3027.42 ms [2020-12-06 11:09:01 main:581] : INFO : Epoch 830 | loss: 0.000138156 | val_loss: 0.000142513 | Time: 3026.39 ms [2020-12-06 11:09:04 main:581] : INFO : Epoch 831 | loss: 0.000126345 | val_loss: 0.000145757 | Time: 3025.64 ms [2020-12-06 11:09:07 main:581] : INFO : Epoch 832 | loss: 0.000130608 | val_loss: 0.000145595 | Time: 3026.08 ms [2020-12-06 11:09:10 main:581] : INFO : Epoch 833 | loss: 0.000129888 | val_loss: 0.000142183 | Time: 3025.53 ms [2020-12-06 11:09:13 main:581] : INFO : Epoch 834 | loss: 0.000124088 | val_loss: 0.000139622 | Time: 3026.31 ms [2020-12-06 11:09:17 main:581] : INFO : Epoch 835 | loss: 0.000123263 | val_loss: 0.00014435 | Time: 3026.96 ms [2020-12-06 11:09:20 main:581] : INFO : Epoch 836 | loss: 0.000136795 | val_loss: 0.000152122 | Time: 3026.79 ms [2020-12-06 11:09:23 main:581] : INFO : Epoch 837 | loss: 0.000128431 | val_loss: 0.000144811 | Time: 3025.74 ms [2020-12-06 11:09:26 main:581] : INFO : Epoch 838 | loss: 0.000124556 | val_loss: 0.000142005 | Time: 3025.46 ms [2020-12-06 11:09:29 main:581] : INFO : Epoch 839 | loss: 0.000128439 | val_loss: 0.000144414 | Time: 3026.61 ms [2020-12-06 11:09:32 main:581] : INFO : Epoch 840 | loss: 0.000126118 | val_loss: 0.00014125 | Time: 3025.24 ms [2020-12-06 11:09:35 main:581] : INFO : Epoch 841 | loss: 0.000127845 | val_loss: 0.000144537 | Time: 3026.38 ms [2020-12-06 11:09:38 main:581] : INFO : Epoch 842 | loss: 0.000131215 | val_loss: 0.000156718 | Time: 3026.09 ms [2020-12-06 11:09:41 main:581] : INFO : Epoch 843 | loss: 0.000133164 | val_loss: 0.000146803 | Time: 3026.56 ms [2020-12-06 11:09:44 main:581] : INFO : Epoch 844 | loss: 0.000130587 | val_loss: 0.000151095 | Time: 3025.85 ms [2020-12-06 11:09:47 main:581] : INFO : Epoch 845 | loss: 0.000129173 | val_loss: 0.0001469 | Time: 3026.33 ms [2020-12-06 11:09:50 main:581] : INFO : Epoch 846 | loss: 0.000127225 | val_loss: 0.000142544 | Time: 3024.78 ms [2020-12-06 11:09:53 main:581] : INFO : Epoch 847 | loss: 0.000127081 | val_loss: 0.000147259 | Time: 3026.13 ms [2020-12-06 11:09:56 main:581] : INFO : Epoch 848 | loss: 0.00012831 | val_loss: 0.000149841 | Time: 3025.96 ms [2020-12-06 11:09:59 main:581] : INFO : Epoch 849 | loss: 0.000129828 | val_loss: 0.000143631 | Time: 3025.91 ms [2020-12-06 11:10:02 main:581] : INFO : Epoch 850 | loss: 0.000123535 | val_loss: 0.000142096 | Time: 3026.9 ms [2020-12-06 11:10:05 main:581] : INFO : Epoch 851 | loss: 0.000130401 | val_loss: 0.000146809 | Time: 3025.71 ms [2020-12-06 11:10:08 main:581] : INFO : Epoch 852 | loss: 0.000129579 | val_loss: 0.000153177 | Time: 3025.9 ms [2020-12-06 11:10:11 main:581] : INFO : Epoch 853 | loss: 0.000128853 | val_loss: 0.00014608 | Time: 3026.88 ms [2020-12-06 11:10:14 main:581] : INFO : Epoch 854 | loss: 0.000127948 | val_loss: 0.000141882 | Time: 3025.89 ms [2020-12-06 11:10:17 main:581] : INFO : Epoch 855 | loss: 0.000127261 | val_loss: 0.000149485 | Time: 3025.69 ms [2020-12-06 11:10:20 main:581] : INFO : Epoch 856 | loss: 0.000131619 | val_loss: 0.000144481 | Time: 3025.54 ms [2020-12-06 11:10:23 main:581] : INFO : Epoch 857 | loss: 0.000127103 | val_loss: 0.000145261 | Time: 3025.86 ms [2020-12-06 11:10:26 main:581] : INFO : Epoch 858 | loss: 0.000127665 | val_loss: 0.000141303 | Time: 3026.27 ms [2020-12-06 11:10:29 main:581] : INFO : Epoch 859 | loss: 0.000124602 | val_loss: 0.000143672 | Time: 3026.7 ms [2020-12-06 11:10:32 main:581] : INFO : Epoch 860 | loss: 0.000129301 | val_loss: 0.000147848 | Time: 3025.56 ms [2020-12-06 11:10:35 main:581] : INFO : Epoch 861 | loss: 0.000128887 | val_loss: 0.000144604 | Time: 3023.72 ms [2020-12-06 11:10:38 main:581] : INFO : Epoch 862 | loss: 0.000124774 | val_loss: 0.000143356 | Time: 3025.91 ms [2020-12-06 11:10:41 main:581] : INFO : Epoch 863 | loss: 0.00013433 | val_loss: 0.00014755 | Time: 3026.57 ms [2020-12-06 11:10:44 main:581] : INFO : Epoch 864 | loss: 0.000132026 | val_loss: 0.000145937 | Time: 3025.32 ms [2020-12-06 11:10:47 main:581] : INFO : Epoch 865 | loss: 0.000129669 | val_loss: 0.000143226 | Time: 3026.48 ms [2020-12-06 11:10:50 main:581] : INFO : Epoch 866 | loss: 0.000123947 | val_loss: 0.00014029 | Time: 3025.79 ms [2020-12-06 11:10:53 main:581] : INFO : Epoch 867 | loss: 0.000130659 | val_loss: 0.000155407 | Time: 3025.26 ms [2020-12-06 11:10:56 main:581] : INFO : Epoch 868 | loss: 0.000132151 | val_loss: 0.000144491 | Time: 3024.85 ms [2020-12-06 11:10:59 main:581] : INFO : Epoch 869 | loss: 0.000125018 | val_loss: 0.0001407 | Time: 3025.99 ms [2020-12-06 11:11:02 main:581] : INFO : Epoch 870 | loss: 0.000123807 | val_loss: 0.000140239 | Time: 3025.43 ms [2020-12-06 11:11:05 main:581] : INFO : Epoch 871 | loss: 0.00012823 | val_loss: 0.000147185 | Time: 3026.58 ms [2020-12-06 11:11:08 main:581] : INFO : Epoch 872 | loss: 0.000134862 | val_loss: 0.000148039 | Time: 3025.28 ms [2020-12-06 11:11:12 main:581] : INFO : Epoch 873 | loss: 0.000127485 | val_loss: 0.000144684 | Time: 3025.6 ms [2020-12-06 11:11:15 main:581] : INFO : Epoch 874 | loss: 0.000136555 | val_loss: 0.00015956 | Time: 3027.12 ms [2020-12-06 11:11:18 main:581] : INFO : Epoch 875 | loss: 0.000137024 | val_loss: 0.00014994 | Time: 3025.5 ms [2020-12-06 11:11:21 main:581] : INFO : Epoch 876 | loss: 0.000128614 | val_loss: 0.00014032 | Time: 3025.96 ms [2020-12-06 11:11:24 main:581] : INFO : Epoch 877 | loss: 0.000123158 | val_loss: 0.000139588 | Time: 3026.12 ms [2020-12-06 11:11:27 main:581] : INFO : Epoch 878 | loss: 0.000123916 | val_loss: 0.000139379 | Time: 3027.64 ms [2020-12-06 11:11:30 main:581] : INFO : Epoch 879 | loss: 0.000123362 | val_loss: 0.000141844 | Time: 3025.27 ms [2020-12-06 11:11:33 main:581] : INFO : Epoch 880 | loss: 0.000125304 | val_loss: 0.000144024 | Time: 3024.36 ms [2020-12-06 11:11:36 main:581] : INFO : Epoch 881 | loss: 0.000128497 | val_loss: 0.0001522 | Time: 3026.6 ms [2020-12-06 11:11:39 main:581] : INFO : Epoch 882 | loss: 0.000138519 | val_loss: 0.000159775 | Time: 3025.13 ms [2020-12-06 11:11:42 main:581] : INFO : Epoch 883 | loss: 0.00013286 | val_loss: 0.000143189 | Time: 3025.56 ms [2020-12-06 11:11:45 main:581] : INFO : Epoch 884 | loss: 0.000125202 | val_loss: 0.000140606 | Time: 3025.85 ms [2020-12-06 11:11:48 main:581] : INFO : Epoch 885 | loss: 0.00012389 | val_loss: 0.000140049 | Time: 3026.55 ms [2020-12-06 11:11:51 main:581] : INFO : Epoch 886 | loss: 0.000124069 | val_loss: 0.000144092 | Time: 3026.46 ms [2020-12-06 11:11:54 main:581] : INFO : Epoch 887 | loss: 0.000127682 | val_loss: 0.000143532 | Time: 3024.46 ms [2020-12-06 11:11:57 main:581] : INFO : Epoch 888 | loss: 0.000125562 | val_loss: 0.00014226 | Time: 3026.19 ms [2020-12-06 11:12:00 main:581] : INFO : Epoch 889 | loss: 0.00012773 | val_loss: 0.000151109 | Time: 3025.68 ms [2020-12-06 11:12:03 main:581] : INFO : Epoch 890 | loss: 0.000134587 | val_loss: 0.000148324 | Time: 3026.82 ms [2020-12-06 11:12:06 main:581] : INFO : Epoch 891 | loss: 0.000128386 | val_loss: 0.000142401 | Time: 3026.46 ms [2020-12-06 11:12:09 main:581] : INFO : Epoch 892 | loss: 0.000124427 | val_loss: 0.000141273 | Time: 3026.44 ms [2020-12-06 11:12:12 main:581] : INFO : Epoch 893 | loss: 0.000125361 | val_loss: 0.000142445 | Time: 3026.85 ms [2020-12-06 11:12:15 main:581] : INFO : Epoch 894 | loss: 0.000126984 | val_loss: 0.000146602 | Time: 3024.46 ms [2020-12-06 11:12:18 main:581] : INFO : Epoch 895 | loss: 0.00013116 | val_loss: 0.000150041 | Time: 3025.76 ms [2020-12-06 11:12:21 main:581] : INFO : Epoch 896 | loss: 0.000135886 | val_loss: 0.000150879 | Time: 3026.84 ms [2020-12-06 11:12:24 main:581] : INFO : Epoch 897 | loss: 0.00013254 | val_loss: 0.00014558 | Time: 3025.13 ms [2020-12-06 11:12:27 main:581] : INFO : Epoch 898 | loss: 0.000128069 | val_loss: 0.000143998 | Time: 3027.22 ms [2020-12-06 11:12:30 main:581] : INFO : Epoch 899 | loss: 0.000123447 | val_loss: 0.00013841 | Time: 3025.72 ms [2020-12-06 11:12:33 main:581] : INFO : Epoch 900 | loss: 0.000122485 | val_loss: 0.000142143 | Time: 3027.48 ms [2020-12-06 11:12:36 main:581] : INFO : Epoch 901 | loss: 0.000134814 | val_loss: 0.00016436 | Time: 3025.52 ms [2020-12-06 11:12:39 main:581] : INFO : Epoch 902 | loss: 0.000129098 | val_loss: 0.000140238 | Time: 3027.26 ms [2020-12-06 11:12:42 main:581] : INFO : Epoch 903 | loss: 0.000122807 | val_loss: 0.000140604 | Time: 3025.9 ms [2020-12-06 11:12:45 main:581] : INFO : Epoch 904 | loss: 0.000130154 | val_loss: 0.000144944 | Time: 3026.66 ms [2020-12-06 11:12:48 main:581] : INFO : Epoch 905 | loss: 0.000124878 | val_loss: 0.000144289 | Time: 3025.79 ms [2020-12-06 11:12:51 main:581] : INFO : Epoch 906 | loss: 0.000125894 | val_loss: 0.000144694 | Time: 3026.1 ms [2020-12-06 11:12:54 main:581] : INFO : Epoch 907 | loss: 0.000130853 | val_loss: 0.000144777 | Time: 3025.94 ms [2020-12-06 11:12:57 main:581] : INFO : Epoch 908 | loss: 0.000127211 | val_loss: 0.000145936 | Time: 3025.69 ms [2020-12-06 11:13:00 main:581] : INFO : Epoch 909 | loss: 0.000131441 | val_loss: 0.000144873 | Time: 3026.42 ms [2020-12-06 11:13:03 main:581] : INFO : Epoch 910 | loss: 0.000129958 | val_loss: 0.000143534 | Time: 3026.54 ms [2020-12-06 11:13:07 main:581] : INFO : Epoch 911 | loss: 0.000123355 | val_loss: 0.000141214 | Time: 3026.72 ms [2020-12-06 11:13:10 main:581] : INFO : Epoch 912 | loss: 0.000122937 | val_loss: 0.000141894 | Time: 3026.37 ms [2020-12-06 11:13:13 main:581] : INFO : Epoch 913 | loss: 0.000135199 | val_loss: 0.000172946 | Time: 3026.27 ms [2020-12-06 11:13:16 main:581] : INFO : Epoch 914 | loss: 0.000143408 | val_loss: 0.000146148 | Time: 3026.04 ms [2020-12-06 11:13:19 main:581] : INFO : Epoch 915 | loss: 0.000125288 | val_loss: 0.000141814 | Time: 3025.32 ms [2020-12-06 11:13:22 main:581] : INFO : Epoch 916 | loss: 0.000122841 | val_loss: 0.000143247 | Time: 3026.98 ms [2020-12-06 11:13:25 main:581] : INFO : Epoch 917 | loss: 0.000126029 | val_loss: 0.000143917 | Time: 3023.95 ms [2020-12-06 11:13:28 main:581] : INFO : Epoch 918 | loss: 0.000126593 | val_loss: 0.000144092 | Time: 3026.82 ms [2020-12-06 11:13:31 main:581] : INFO : Epoch 919 | loss: 0.000126629 | val_loss: 0.000147719 | Time: 3026.26 ms [2020-12-06 11:13:34 main:581] : INFO : Epoch 920 | loss: 0.000130327 | val_loss: 0.000150007 | Time: 3027.4 ms [2020-12-06 11:13:37 main:581] : INFO : Epoch 921 | loss: 0.000129009 | val_loss: 0.000140827 | Time: 3026.27 ms [2020-12-06 11:13:40 main:581] : INFO : Epoch 922 | loss: 0.000123623 | val_loss: 0.000141391 | Time: 3026.81 ms [2020-12-06 11:13:43 main:581] : INFO : Epoch 923 | loss: 0.000131153 | val_loss: 0.00014897 | Time: 3026.92 ms [2020-12-06 11:13:46 main:581] : INFO : Epoch 924 | loss: 0.000127977 | val_loss: 0.000151628 | Time: 3025.72 ms [2020-12-06 11:13:49 main:581] : INFO : Epoch 925 | loss: 0.000133282 | val_loss: 0.000148811 | Time: 3025.95 ms [2020-12-06 11:13:52 main:581] : INFO : Epoch 926 | loss: 0.000125038 | val_loss: 0.000141487 | Time: 3026.18 ms [2020-12-06 11:13:55 main:581] : INFO : Epoch 927 | loss: 0.000126323 | val_loss: 0.000152273 | Time: 3025.03 ms [2020-12-06 11:13:58 main:581] : INFO : Epoch 928 | loss: 0.000133419 | val_loss: 0.000147185 | Time: 3024.85 ms [2020-12-06 11:14:01 main:581] : INFO : Epoch 929 | loss: 0.000125384 | val_loss: 0.000144491 | Time: 3026.38 ms [2020-12-06 11:14:04 main:581] : INFO : Epoch 930 | loss: 0.000123859 | val_loss: 0.000139475 | Time: 3026.74 ms [2020-12-06 11:14:07 main:581] : INFO : Epoch 931 | loss: 0.000122722 | val_loss: 0.000141841 | Time: 3025.34 ms [2020-12-06 11:14:10 main:581] : INFO : Epoch 932 | loss: 0.000124645 | val_loss: 0.000145806 | Time: 3026.79 ms [2020-12-06 11:14:13 main:581] : INFO : Epoch 933 | loss: 0.000139986 | val_loss: 0.000149373 | Time: 3026.45 ms [2020-12-06 11:14:16 main:581] : INFO : Epoch 934 | loss: 0.000130135 | val_loss: 0.000146553 | Time: 3026.81 ms [2020-12-06 11:14:19 main:581] : INFO : Epoch 935 | loss: 0.000132478 | val_loss: 0.000141617 | Time: 3025.8 ms [2020-12-06 11:14:22 main:581] : INFO : Epoch 936 | loss: 0.000125134 | val_loss: 0.000143036 | Time: 3026.23 ms [2020-12-06 11:14:25 main:581] : INFO : Epoch 937 | loss: 0.000121694 | val_loss: 0.000138294 | Time: 3026.13 ms [2020-12-06 11:14:28 main:581] : INFO : Epoch 938 | loss: 0.000124914 | val_loss: 0.000145685 | Time: 3025.87 ms [2020-12-06 11:14:31 main:581] : INFO : Epoch 939 | loss: 0.000127398 | val_loss: 0.000143595 | Time: 3026.44 ms [2020-12-06 11:14:34 main:581] : INFO : Epoch 940 | loss: 0.000125384 | val_loss: 0.000144338 | Time: 3024.96 ms [2020-12-06 11:14:37 main:581] : INFO : Epoch 941 | loss: 0.000132651 | val_loss: 0.000144025 | Time: 3026.15 ms [2020-12-06 11:14:40 main:581] : INFO : Epoch 942 | loss: 0.000130497 | val_loss: 0.000148443 | Time: 3025.85 ms [2020-12-06 11:14:43 main:581] : INFO : Epoch 943 | loss: 0.000128697 | val_loss: 0.000142296 | Time: 3026.14 ms [2020-12-06 11:14:46 main:581] : INFO : Epoch 944 | loss: 0.000125154 | val_loss: 0.000143336 | Time: 3025.79 ms [2020-12-06 11:14:49 main:581] : INFO : Epoch 945 | loss: 0.000128702 | val_loss: 0.000142989 | Time: 3025.35 ms [2020-12-06 11:14:52 main:581] : INFO : Epoch 946 | loss: 0.00012641 | val_loss: 0.000150818 | Time: 3026.29 ms [2020-12-06 11:14:55 main:581] : INFO : Epoch 947 | loss: 0.000135662 | val_loss: 0.000143113 | Time: 3025.54 ms [2020-12-06 11:14:58 main:581] : INFO : Epoch 948 | loss: 0.000124109 | val_loss: 0.000142645 | Time: 3026.02 ms [2020-12-06 11:15:02 main:581] : INFO : Epoch 949 | loss: 0.000123744 | val_loss: 0.000141128 | Time: 3026.17 ms [2020-12-06 11:15:05 main:581] : INFO : Epoch 950 | loss: 0.000126874 | val_loss: 0.000156033 | Time: 3027.13 ms [2020-12-06 11:15:08 main:581] : INFO : Epoch 951 | loss: 0.000133074 | val_loss: 0.000148215 | Time: 3026.6 ms [2020-12-06 11:15:11 main:581] : INFO : Epoch 952 | loss: 0.000131314 | val_loss: 0.000143284 | Time: 3026.01 ms [2020-12-06 11:15:14 main:581] : INFO : Epoch 953 | loss: 0.000125092 | val_loss: 0.0001426 | Time: 3025.76 ms [2020-12-06 11:15:17 main:581] : INFO : Epoch 954 | loss: 0.000123999 | val_loss: 0.000139302 | Time: 3025.57 ms [2020-12-06 11:15:20 main:581] : INFO : Epoch 955 | loss: 0.000122845 | val_loss: 0.000143174 | Time: 3026.15 ms [2020-12-06 11:15:23 main:581] : INFO : Epoch 956 | loss: 0.000136401 | val_loss: 0.000153305 | Time: 3027.15 ms [2020-12-06 11:15:26 main:581] : INFO : Epoch 957 | loss: 0.000131763 | val_loss: 0.000143628 | Time: 3026.79 ms [2020-12-06 11:15:29 main:581] : INFO : Epoch 958 | loss: 0.000123587 | val_loss: 0.000139476 | Time: 3027.51 ms [2020-12-06 11:15:32 main:581] : INFO : Epoch 959 | loss: 0.000124797 | val_loss: 0.000145676 | Time: 3026.48 ms [2020-12-06 11:15:35 main:581] : INFO : Epoch 960 | loss: 0.000127517 | val_loss: 0.000141943 | Time: 3026.97 ms [2020-12-06 11:15:38 main:581] : INFO : Epoch 961 | loss: 0.000125394 | val_loss: 0.000145535 | Time: 3026.84 ms [2020-12-06 11:15:41 main:581] : INFO : Epoch 962 | loss: 0.0001334 | val_loss: 0.000150851 | Time: 3027.01 ms [2020-12-06 11:15:44 main:581] : INFO : Epoch 963 | loss: 0.000128897 | val_loss: 0.000146279 | Time: 3024.74 ms [2020-12-06 11:15:47 main:581] : INFO : Epoch 964 | loss: 0.000124336 | val_loss: 0.000143986 | Time: 3027.13 ms [2020-12-06 11:15:50 main:581] : INFO : Epoch 965 | loss: 0.00013083 | val_loss: 0.000148898 | Time: 3027.02 ms [2020-12-06 11:15:53 main:581] : INFO : Epoch 966 | loss: 0.000133698 | val_loss: 0.000147111 | Time: 3025.26 ms [2020-12-06 11:15:56 main:581] : INFO : Epoch 967 | loss: 0.000124508 | val_loss: 0.000140716 | Time: 3026.37 ms [2020-12-06 11:15:59 main:581] : INFO : Epoch 968 | loss: 0.000122514 | val_loss: 0.000139775 | Time: 3026.8 ms [2020-12-06 11:16:02 main:581] : INFO : Epoch 969 | loss: 0.000131723 | val_loss: 0.000158984 | Time: 3026.02 ms [2020-12-06 11:16:05 main:581] : INFO : Epoch 970 | loss: 0.000131834 | val_loss: 0.000143563 | Time: 3026.61 ms [2020-12-06 11:16:08 main:581] : INFO : Epoch 971 | loss: 0.000122992 | val_loss: 0.00013925 | Time: 3026.9 ms [2020-12-06 11:16:11 main:581] : INFO : Epoch 972 | loss: 0.000122435 | val_loss: 0.000143493 | Time: 3026.79 ms [2020-12-06 11:16:14 main:581] : INFO : Epoch 973 | loss: 0.000130788 | val_loss: 0.000145452 | Time: 3026.2 ms [2020-12-06 11:16:17 main:581] : INFO : Epoch 974 | loss: 0.000129566 | val_loss: 0.000147247 | Time: 3026.08 ms [2020-12-06 11:16:20 main:581] : INFO : Epoch 975 | loss: 0.000124707 | val_loss: 0.000140416 | Time: 3026.26 ms [2020-12-06 11:16:23 main:581] : INFO : Epoch 976 | loss: 0.000124051 | val_loss: 0.000142845 | Time: 3025.65 ms [2020-12-06 11:16:26 main:581] : INFO : Epoch 977 | loss: 0.000132418 | val_loss: 0.000150488 | Time: 3026.05 ms [2020-12-06 11:16:29 main:581] : INFO : Epoch 978 | loss: 0.000129791 | val_loss: 0.000142081 | Time: 3024.51 ms [2020-12-06 11:16:32 main:581] : INFO : Epoch 979 | loss: 0.000126957 | val_loss: 0.000156249 | Time: 3027.2 ms [2020-12-06 11:16:35 main:581] : INFO : Epoch 980 | loss: 0.000132546 | val_loss: 0.000144153 | Time: 3026.17 ms [2020-12-06 11:16:38 main:581] : INFO : Epoch 981 | loss: 0.000141904 | val_loss: 0.000167894 | Time: 3025.5 ms [2020-12-06 11:16:41 main:581] : INFO : Epoch 982 | loss: 0.000132891 | val_loss: 0.000141927 | Time: 3025.68 ms [2020-12-06 11:16:44 main:581] : INFO : Epoch 983 | loss: 0.000124954 | val_loss: 0.000144413 | Time: 3027.15 ms [2020-12-06 11:16:47 main:581] : INFO : Epoch 984 | loss: 0.000154233 | val_loss: 0.000176953 | Time: 3025.9 ms [2020-12-06 11:16:50 main:581] : INFO : Epoch 985 | loss: 0.000135707 | val_loss: 0.000144198 | Time: 3026.26 ms [2020-12-06 11:16:54 main:581] : INFO : Epoch 986 | loss: 0.000128274 | val_loss: 0.000176126 | Time: 3026.54 ms [2020-12-06 11:16:57 main:581] : INFO : Epoch 987 | loss: 0.000158555 | val_loss: 0.000146911 | Time: 3025.57 ms [2020-12-06 11:17:00 main:581] : INFO : Epoch 988 | loss: 0.00012523 | val_loss: 0.000139187 | Time: 3025.41 ms [2020-12-06 11:17:03 main:581] : INFO : Epoch 989 | loss: 0.000120452 | val_loss: 0.000138212 | Time: 3026.26 ms [2020-12-06 11:17:06 main:581] : INFO : Epoch 990 | loss: 0.000120071 | val_loss: 0.000140706 | Time: 3026.18 ms [2020-12-06 11:17:09 main:581] : INFO : Epoch 991 | loss: 0.000127328 | val_loss: 0.000139195 | Time: 3025.67 ms [2020-12-06 11:17:12 main:581] : INFO : Epoch 992 | loss: 0.000121439 | val_loss: 0.00013962 | Time: 3026.64 ms [2020-12-06 11:17:15 main:581] : INFO : Epoch 993 | loss: 0.00011974 | val_loss: 0.000136951 | Time: 3027.21 ms [2020-12-06 11:17:18 main:581] : INFO : Epoch 994 | loss: 0.000119684 | val_loss: 0.000136956 | Time: 3024.31 ms [2020-12-06 11:17:21 main:581] : INFO : Epoch 995 | loss: 0.00012168 | val_loss: 0.000144933 | Time: 3026.25 ms [2020-12-06 11:17:24 main:581] : INFO : Epoch 996 | loss: 0.000126474 | val_loss: 0.000144291 | Time: 3025.83 ms [2020-12-06 11:17:27 main:581] : INFO : Epoch 997 | loss: 0.000123574 | val_loss: 0.000138073 | Time: 3025.34 ms [2020-12-06 11:17:30 main:581] : INFO : Epoch 998 | loss: 0.000120759 | val_loss: 0.000140502 | Time: 3026.71 ms [2020-12-06 11:17:33 main:581] : INFO : Epoch 999 | loss: 0.000125663 | val_loss: 0.000146627 | Time: 3025.98 ms [2020-12-06 11:17:36 main:581] : INFO : Epoch 1000 | loss: 0.000127026 | val_loss: 0.0001494 | Time: 3027.15 ms [2020-12-06 11:17:39 main:581] : INFO : Epoch 1001 | loss: 0.000133221 | val_loss: 0.000151155 | Time: 3025.54 ms [2020-12-06 11:17:42 main:581] : INFO : Epoch 1002 | loss: 0.000127674 | val_loss: 0.000145825 | Time: 3024.96 ms [2020-12-06 11:17:45 main:581] : INFO : Epoch 1003 | loss: 0.000122621 | val_loss: 0.000139338 | Time: 3024.57 ms [2020-12-06 11:17:48 main:581] : INFO : Epoch 1004 | loss: 0.000121215 | val_loss: 0.000139401 | Time: 3026.1 ms [2020-12-06 11:17:51 main:581] : INFO : Epoch 1005 | loss: 0.000121328 | val_loss: 0.000140207 | Time: 3024.93 ms [2020-12-06 11:17:54 main:581] : INFO : Epoch 1006 | loss: 0.000123225 | val_loss: 0.000145452 | Time: 3026.55 ms [2020-12-06 11:17:57 main:581] : INFO : Epoch 1007 | loss: 0.000134017 | val_loss: 0.000173411 | Time: 3026.14 ms [2020-12-06 11:18:00 main:581] : INFO : Epoch 1008 | loss: 0.000133284 | val_loss: 0.000143834 | Time: 3024.8 ms [2020-12-06 11:18:03 main:581] : INFO : Epoch 1009 | loss: 0.000122978 | val_loss: 0.000140665 | Time: 3026.39 ms [2020-12-06 11:18:06 main:581] : INFO : Epoch 1010 | loss: 0.000123495 | val_loss: 0.000150753 | Time: 3026.88 ms [2020-12-06 11:18:09 main:581] : INFO : Epoch 1011 | loss: 0.000131876 | val_loss: 0.000141838 | Time: 3025.48 ms [2020-12-06 11:18:12 main:581] : INFO : Epoch 1012 | loss: 0.000122236 | val_loss: 0.000140079 | Time: 3025.68 ms [2020-12-06 11:18:15 main:581] : INFO : Epoch 1013 | loss: 0.000131756 | val_loss: 0.000158683 | Time: 3024.88 ms [2020-12-06 11:18:18 main:581] : INFO : Epoch 1014 | loss: 0.00013513 | val_loss: 0.000148413 | Time: 3028.39 ms [2020-12-06 11:18:21 main:581] : INFO : Epoch 1015 | loss: 0.000125463 | val_loss: 0.00014124 | Time: 3025.57 ms [2020-12-06 11:18:24 main:581] : INFO : Epoch 1016 | loss: 0.000122909 | val_loss: 0.000141255 | Time: 3027.11 ms [2020-12-06 11:18:27 main:581] : INFO : Epoch 1017 | loss: 0.000124311 | val_loss: 0.000140886 | Time: 3025.93 ms [2020-12-06 11:18:30 main:581] : INFO : Epoch 1018 | loss: 0.000124659 | val_loss: 0.000144596 | Time: 3026.55 ms [2020-12-06 11:18:33 main:581] : INFO : Epoch 1019 | loss: 0.000129396 | val_loss: 0.000146498 | Time: 3026.31 ms [2020-12-06 11:18:36 main:581] : INFO : Epoch 1020 | loss: 0.000124072 | val_loss: 0.000140763 | Time: 3025.44 ms [2020-12-06 11:18:39 main:581] : INFO : Epoch 1021 | loss: 0.000132655 | val_loss: 0.00015549 | Time: 3026.33 ms [2020-12-06 11:18:42 main:581] : INFO : Epoch 1022 | loss: 0.000129695 | val_loss: 0.000142324 | Time: 3026.24 ms [2020-12-06 11:18:45 main:581] : INFO : Epoch 1023 | loss: 0.00012519 | val_loss: 0.000143542 | Time: 3025.7 ms [2020-12-06 11:18:49 main:581] : INFO : Epoch 1024 | loss: 0.000124054 | val_loss: 0.000140133 | Time: 3025.83 ms [2020-12-06 11:18:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000140133 [2020-12-06 11:18:49 main:610] : INFO : Saving end state to config to file [2020-12-06 11:18:49 main:615] : INFO : Success, exiting.. 11:18:49 (6337): 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)