Task 3369478
| Name | ParityModified-1606530464-31915-7_1 |
| Workunit | 1621781 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:50:44 UTC |
| Report deadline | 28 Dec 2020, 19:50:44 UTC |
| Received | 23 Dec 2020, 0:16:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5254 |
| Run time | 2 hours 50 min 45 sec |
| CPU time | 2 hours 48 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,533.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.11 GB |
| Peak swap size | 3.17 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311193 | val_loss: 0.0311464 | Time: 10395 ms [2020-12-22 17:51:04 main:574] : INFO : Epoch 515 | loss: 0.0311199 | val_loss: 0.0311476 | Time: 10252.4 ms [2020-12-22 17:51:14 main:574] : INFO : Epoch 516 | loss: 0.0311221 | val_loss: 0.0311485 | Time: 9783.8 ms [2020-12-22 17:51:24 main:574] : INFO : Epoch 517 | loss: 0.0311181 | val_loss: 0.0311499 | Time: 10443.9 ms [2020-12-22 17:51:34 main:574] : INFO : Epoch 518 | loss: 0.0311172 | val_loss: 0.0311428 | Time: 10085.7 ms [2020-12-22 17:51:45 main:574] : INFO : Epoch 519 | loss: 0.0311176 | val_loss: 0.0311426 | Time: 10081 ms [2020-12-22 17:51:55 main:574] : INFO : Epoch 520 | loss: 0.0311163 | val_loss: 0.0311455 | Time: 10168.5 ms [2020-12-22 17:52:05 main:574] : INFO : Epoch 521 | loss: 0.0311171 | val_loss: 0.0311506 | Time: 10246 ms [2020-12-22 17:52:15 main:574] : INFO : Epoch 522 | loss: 0.0311169 | val_loss: 0.0311445 | Time: 9946.55 ms [2020-12-22 17:52:25 main:574] : INFO : Epoch 523 | loss: 0.0311164 | val_loss: 0.0311461 | Time: 10179.6 ms [2020-12-22 17:52:35 main:574] : INFO : Epoch 524 | loss: 0.0311155 | val_loss: 0.0311435 | Time: 10133.7 ms [2020-12-22 17:52:45 main:574] : INFO : Epoch 525 | loss: 0.0311141 | val_loss: 0.0311433 | Time: 9819.77 ms [2020-12-22 17:52:55 main:574] : INFO : Epoch 526 | loss: 0.0311153 | val_loss: 0.031146 | Time: 10155.4 ms [2020-12-22 17:53:05 main:574] : INFO : Epoch 527 | loss: 0.0311171 | val_loss: 0.0311468 | Time: 10167.5 ms [2020-12-22 17:53:16 main:574] : INFO : Epoch 528 | loss: 0.0311211 | val_loss: 0.0311476 | Time: 10242.4 ms [2020-12-22 17:53:25 main:574] : INFO : Epoch 529 | loss: 0.0311239 | val_loss: 0.0311442 | Time: 9828.19 ms [2020-12-22 17:53:36 main:574] : INFO : Epoch 530 | loss: 0.031127 | val_loss: 0.0311428 | Time: 10405.5 ms [2020-12-22 17:53:46 main:574] : INFO : Epoch 531 | loss: 0.0311239 | val_loss: 0.0311434 | Time: 10146.8 ms [2020-12-22 17:53:56 main:574] : INFO : Epoch 532 | loss: 0.0311214 | val_loss: 0.0311422 | Time: 10173.4 ms [2020-12-22 17:54:06 main:574] : INFO : Epoch 533 | loss: 0.0311209 | val_loss: 0.0311409 | Time: 9900.49 ms [2020-12-22 17:54:16 main:574] : INFO : Epoch 534 | loss: 0.0311198 | val_loss: 0.0311445 | Time: 10173.6 ms [2020-12-22 17:54:26 main:574] : INFO : Epoch 535 | loss: 0.0311186 | val_loss: 0.0311442 | Time: 9741.71 ms [2020-12-22 17:54:37 main:574] : INFO : Epoch 536 | loss: 0.0311186 | val_loss: 0.031142 | Time: 10316.3 ms [2020-12-22 17:54:47 main:574] : INFO : Epoch 537 | loss: 0.0311173 | val_loss: 0.0311402 | Time: 10073.6 ms [2020-12-22 17:54:57 main:574] : INFO : Epoch 538 | loss: 0.0311167 | val_loss: 0.0311461 | Time: 10011.9 ms [2020-12-22 17:55:06 main:574] : INFO : Epoch 539 | loss: 0.0311213 | val_loss: 0.0311491 | Time: 9619.31 ms [2020-12-22 17:55:17 main:574] : INFO : Epoch 540 | loss: 0.0311203 | val_loss: 0.0311439 | Time: 10494 ms [2020-12-22 17:55:26 main:574] : INFO : Epoch 541 | loss: 0.0311182 | val_loss: 0.0311447 | Time: 9762.09 ms [2020-12-22 17:55:37 main:574] : INFO : Epoch 542 | loss: 0.0311185 | val_loss: 0.0311415 | Time: 10175.3 ms [2020-12-22 17:55:46 main:574] : INFO : Epoch 543 | loss: 0.0311181 | val_loss: 0.0311396 | Time: 9538.58 ms [2020-12-22 17:55:56 main:574] : INFO : Epoch 544 | loss: 0.0311171 | val_loss: 0.0311452 | Time: 9568.06 ms [2020-12-22 17:56:05 main:574] : INFO : Epoch 545 | loss: 0.0311165 | val_loss: 0.0311422 | Time: 9267.33 ms [2020-12-22 17:56:15 main:574] : INFO : Epoch 546 | loss: 0.0311171 | val_loss: 0.0311437 | Time: 9890.63 ms [2020-12-22 17:56:24 main:574] : INFO : Epoch 547 | loss: 0.0311238 | val_loss: 0.0311487 | Time: 9457.01 ms [2020-12-22 17:56:34 main:574] : INFO : Epoch 548 | loss: 0.031118 | val_loss: 0.0311443 | Time: 9393.51 ms [2020-12-22 17:56:44 main:574] : INFO : Epoch 549 | loss: 0.0311155 | val_loss: 0.031142 | Time: 10048.2 ms [2020-12-22 17:56:53 main:574] : INFO : Epoch 550 | loss: 0.0311189 | val_loss: 0.0311421 | Time: 9447.38 ms [2020-12-22 17:57:03 main:574] : INFO : Epoch 551 | loss: 0.0311204 | val_loss: 0.0311409 | Time: 9917.75 ms [2020-12-22 17:57:12 main:574] : INFO : Epoch 552 | loss: 0.0311176 | val_loss: 0.0311411 | Time: 9189.07 ms [2020-12-22 17:57:22 main:574] : INFO : Epoch 553 | loss: 0.0311182 | val_loss: 0.0311404 | Time: 9935.23 ms [2020-12-22 17:57:32 main:574] : INFO : Epoch 554 | loss: 0.0311152 | val_loss: 0.0311377 | Time: 9361.32 ms [2020-12-22 17:57:42 main:574] : INFO : Epoch 555 | loss: 0.0311168 | val_loss: 0.0311419 | Time: 9881.83 ms [2020-12-22 17:57:52 main:574] : INFO : Epoch 556 | loss: 0.0311194 | val_loss: 0.0311398 | Time: 10206.5 ms [2020-12-22 17:58:02 main:574] : INFO : Epoch 557 | loss: 0.0311174 | val_loss: 0.0311388 | Time: 9876.99 ms [2020-12-22 17:58:12 main:574] : INFO : Epoch 558 | loss: 0.0311174 | val_loss: 0.0311419 | Time: 10013.8 ms [2020-12-22 17:58:22 main:574] : INFO : Epoch 559 | loss: 0.0311149 | val_loss: 0.0311403 | Time: 9972.31 ms [2020-12-22 17:58:32 main:574] : INFO : Epoch 560 | loss: 0.0311141 | val_loss: 0.0311392 | Time: 10047.5 ms [2020-12-22 17:58:42 main:574] : INFO : Epoch 561 | loss: 0.0311128 | val_loss: 0.03114 | Time: 9939.12 ms [2020-12-22 17:58:52 main:574] : INFO : Epoch 562 | loss: 0.031116 | val_loss: 0.0311416 | Time: 10070.9 ms [2020-12-22 17:59:02 main:574] : INFO : Epoch 563 | loss: 0.0311165 | val_loss: 0.0311402 | Time: 10116 ms [2020-12-22 17:59:12 main:574] : INFO : Epoch 564 | loss: 0.0311138 | val_loss: 0.0311501 | Time: 9920.46 ms [2020-12-22 17:59:22 main:574] : INFO : Epoch 565 | loss: 0.0311144 | val_loss: 0.0311395 | Time: 10181.7 ms [2020-12-22 17:59:32 main:574] : INFO : Epoch 566 | loss: 0.0311125 | val_loss: 0.0311397 | Time: 10060.6 ms [2020-12-22 17:59:42 main:574] : INFO : Epoch 567 | loss: 0.0311107 | val_loss: 0.0311387 | Time: 10420.4 ms [2020-12-22 17:59:52 main:574] : INFO : Epoch 568 | loss: 0.0311115 | val_loss: 0.0311386 | Time: 9727.79 ms [2020-12-22 18:00:03 main:574] : INFO : Epoch 569 | loss: 0.0311135 | val_loss: 0.0311399 | Time: 10499.9 ms [2020-12-22 18:00:12 main:574] : INFO : Epoch 570 | loss: 0.031114 | val_loss: 0.0311392 | Time: 9748.39 ms [2020-12-22 18:00:23 main:574] : INFO : Epoch 571 | loss: 0.0311104 | val_loss: 0.0311394 | Time: 10194.4 ms [2020-12-22 18:00:33 main:574] : INFO : Epoch 572 | loss: 0.031111 | val_loss: 0.0311391 | Time: 9886.33 ms [2020-12-22 18:00:43 main:574] : INFO : Epoch 573 | loss: 0.0311111 | val_loss: 0.0311424 | Time: 10185.3 ms [2020-12-22 18:00:52 main:574] : INFO : Epoch 574 | loss: 0.0311104 | val_loss: 0.0311427 | Time: 9618.08 ms [2020-12-22 18:01:03 main:574] : INFO : Epoch 575 | loss: 0.031111 | val_loss: 0.0311399 | Time: 10336.9 ms [2020-12-22 18:01:12 main:574] : INFO : Epoch 576 | loss: 0.031109 | val_loss: 0.0311385 | Time: 9687.55 ms [2020-12-22 18:01:22 main:574] : INFO : Epoch 577 | loss: 0.0311094 | val_loss: 0.0311385 | Time: 10113.9 ms [2020-12-22 18:01:32 main:574] : INFO : Epoch 578 | loss: 0.0311086 | val_loss: 0.0311417 | Time: 9881.63 ms [2020-12-22 18:01:43 main:574] : INFO : Epoch 579 | loss: 0.0311079 | val_loss: 0.0311416 | Time: 10559.6 ms [2020-12-22 18:01:53 main:574] : INFO : Epoch 580 | loss: 0.0311068 | val_loss: 0.0311383 | Time: 9975 ms [2020-12-22 18:02:03 main:574] : INFO : Epoch 581 | loss: 0.0311074 | val_loss: 0.0311399 | Time: 10117.1 ms [2020-12-22 18:02:13 main:574] : INFO : Epoch 582 | loss: 0.0311083 | val_loss: 0.0311399 | Time: 10286.2 ms [2020-12-22 18:02:24 main:574] : INFO : Epoch 583 | loss: 0.03111 | val_loss: 0.0311404 | Time: 10229.9 ms [2020-12-22 18:02:34 main:574] : INFO : Epoch 584 | loss: 0.0311099 | val_loss: 0.0311413 | Time: 10094.2 ms [2020-12-22 18:02:44 main:574] : INFO : Epoch 585 | loss: 0.0311091 | val_loss: 0.0311387 | Time: 10289.7 ms [2020-12-22 18:02:54 main:574] : INFO : Epoch 586 | loss: 0.0311097 | val_loss: 0.0311393 | Time: 10090.4 ms [2020-12-22 18:03:04 main:574] : INFO : Epoch 587 | loss: 0.0311096 | val_loss: 0.0311421 | Time: 10151.1 ms [2020-12-22 18:03:14 main:574] : INFO : Epoch 588 | loss: 0.031106 | val_loss: 0.0311416 | Time: 10204.7 ms [2020-12-22 18:03:25 main:574] : INFO : Epoch 589 | loss: 0.0311073 | val_loss: 0.0311404 | Time: 10325.1 ms [2020-12-22 18:03:35 main:574] : INFO : Epoch 590 | loss: 0.0311059 | val_loss: 0.0311417 | Time: 10524.7 ms [2020-12-22 18:03:45 main:574] : INFO : Epoch 591 | loss: 0.0311163 | val_loss: 0.0311463 | Time: 10153.5 ms [2020-12-22 18:03:56 main:574] : INFO : Epoch 592 | loss: 0.0311194 | val_loss: 0.0311436 | Time: 10621.8 ms [2020-12-22 18:04:06 main:574] : INFO : Epoch 593 | loss: 0.0311159 | val_loss: 0.0311451 | Time: 10135.1 ms [2020-12-22 18:04:16 main:574] : INFO : Epoch 594 | loss: 0.0311161 | val_loss: 0.0311473 | Time: 10300.2 ms [2020-12-22 18:04:26 main:574] : INFO : Epoch 595 | loss: 0.031112 | val_loss: 0.0311432 | Time: 9593.59 ms [2020-12-22 18:04:35 main:574] : INFO : Epoch 596 | loss: 0.0311112 | val_loss: 0.0311446 | Time: 9289.85 ms [2020-12-22 18:04:45 main:574] : INFO : Epoch 597 | loss: 0.0311087 | val_loss: 0.0311458 | Time: 9807.82 ms [2020-12-22 18:04:55 main:574] : INFO : Epoch 598 | loss: 0.0311112 | val_loss: 0.0311521 | Time: 9594.49 ms [2020-12-22 18:05:05 main:574] : INFO : Epoch 599 | loss: 0.0311126 | val_loss: 0.0311543 | Time: 9770.45 ms [2020-12-22 18:05:14 main:574] : INFO : Epoch 600 | loss: 0.0311097 | val_loss: 0.0311438 | Time: 9388.7 ms [2020-12-22 18:05:24 main:574] : INFO : Epoch 601 | loss: 0.0311098 | val_loss: 0.0311468 | Time: 10105.8 ms [2020-12-22 18:05:33 main:574] : INFO : Epoch 602 | loss: 0.0311113 | val_loss: 0.0311416 | Time: 9369.04 ms [2020-12-22 18:05:43 main:574] : INFO : Epoch 603 | loss: 0.0311098 | val_loss: 0.0311442 | Time: 9676.97 ms [2020-12-22 18:05:52 main:574] : INFO : Epoch 604 | loss: 0.0311073 | val_loss: 0.0311424 | Time: 9063.8 ms [2020-12-22 18:06:01 main:574] : INFO : Epoch 605 | loss: 0.0311128 | val_loss: 0.0311429 | Time: 9193.95 ms [2020-12-22 18:06:11 main:574] : INFO : Epoch 606 | loss: 0.0311126 | val_loss: 0.0311425 | Time: 9520.59 ms [2020-12-22 18:06:20 main:574] : INFO : Epoch 607 | loss: 0.0311105 | val_loss: 0.0311536 | Time: 9365.35 ms [2020-12-22 18:06:30 main:574] : INFO : Epoch 608 | loss: 0.0311115 | val_loss: 0.0311471 | Time: 10068.8 ms [2020-12-22 18:06:40 main:574] : INFO : Epoch 609 | loss: 0.0311078 | val_loss: 0.0311448 | Time: 9479.73 ms [2020-12-22 18:06:50 main:574] : INFO : Epoch 610 | loss: 0.0311061 | val_loss: 0.0311417 | Time: 9971.62 ms [2020-12-22 18:06:59 main:574] : INFO : Epoch 611 | loss: 0.0311114 | val_loss: 0.031145 | Time: 9338.18 ms [2020-12-22 18:07:09 main:574] : INFO : Epoch 612 | loss: 0.031112 | val_loss: 0.031148 | Time: 9571 ms [2020-12-22 18:07:18 main:574] : INFO : Epoch 613 | loss: 0.0311111 | val_loss: 0.0311464 | Time: 9622.85 ms [2020-12-22 18:07:28 main:574] : INFO : Epoch 614 | loss: 0.0311094 | val_loss: 0.0311469 | Time: 9578.37 ms [2020-12-22 18:07:38 main:574] : INFO : Epoch 615 | loss: 0.0311083 | val_loss: 0.0311447 | Time: 9672.96 ms [2020-12-22 18:07:48 main:574] : INFO : Epoch 616 | loss: 0.0311081 | val_loss: 0.0311469 | Time: 10257 ms [2020-12-22 18:07:58 main:574] : INFO : Epoch 617 | loss: 0.031108 | val_loss: 0.0311427 | Time: 9998.31 ms [2020-12-22 18:08:08 main:574] : INFO : Epoch 618 | loss: 0.0311074 | val_loss: 0.0311472 | Time: 10174.6 ms [2020-12-22 18:08:18 main:574] : INFO : Epoch 619 | loss: 0.0311082 | val_loss: 0.0311476 | Time: 9757.57 ms [2020-12-22 18:08:28 main:574] : INFO : Epoch 620 | loss: 0.0311069 | val_loss: 0.0311467 | Time: 10306.5 ms [2020-12-22 18:08:38 main:574] : INFO : Epoch 621 | loss: 0.0311068 | val_loss: 0.0311444 | Time: 10143.8 ms [2020-12-22 18:08:48 main:574] : INFO : Epoch 622 | loss: 0.0311058 | val_loss: 0.0311469 | Time: 10084.1 ms [2020-12-22 18:08:59 main:574] : INFO : Epoch 623 | loss: 0.0311039 | val_loss: 0.0311468 | Time: 10165.7 ms [2020-12-22 18:09:08 main:574] : INFO : Epoch 624 | loss: 0.0311036 | val_loss: 0.0311426 | Time: 9892.94 ms [2020-12-22 18:09:18 main:574] : INFO : Epoch 625 | loss: 0.0311026 | val_loss: 0.031146 | Time: 9770.3 ms [2020-12-22 18:09:28 main:574] : INFO : Epoch 626 | loss: 0.0311039 | val_loss: 0.0311444 | Time: 9516.86 ms [2020-12-22 18:09:38 main:574] : INFO : Epoch 627 | loss: 0.0311025 | val_loss: 0.0311436 | Time: 10054.7 ms [2020-12-22 18:09:47 main:574] : INFO : Epoch 628 | loss: 0.0311025 | val_loss: 0.0311459 | Time: 9373.79 ms [2020-12-22 18:09:57 main:574] : INFO : Epoch 629 | loss: 0.0311016 | val_loss: 0.0311479 | Time: 10188.1 ms [2020-12-22 18:10:06 main:574] : INFO : Epoch 630 | loss: 0.0311017 | val_loss: 0.031149 | Time: 9013.58 ms [2020-12-22 18:10:16 main:574] : INFO : Epoch 631 | loss: 0.0311033 | val_loss: 0.0311434 | Time: 10071.7 ms [2020-12-22 18:10:25 main:574] : INFO : Epoch 632 | loss: 0.0311063 | val_loss: 0.0311417 | Time: 8906.97 ms [2020-12-22 18:10:35 main:574] : INFO : Epoch 633 | loss: 0.0311027 | val_loss: 0.0311467 | Time: 9929.53 ms [2020-12-22 18:10:45 main:574] : INFO : Epoch 634 | loss: 0.0311012 | val_loss: 0.031146 | Time: 9401.84 ms [2020-12-22 18:10:54 main:574] : INFO : Epoch 635 | loss: 0.0311023 | val_loss: 0.0311541 | Time: 9408.96 ms [2020-12-22 18:11:04 main:574] : INFO : Epoch 636 | loss: 0.0311049 | val_loss: 0.0311441 | Time: 9709.34 ms [2020-12-22 18:11:13 main:574] : INFO : Epoch 637 | loss: 0.0311037 | val_loss: 0.0311442 | Time: 9654.57 ms [2020-12-22 18:11:24 main:574] : INFO : Epoch 638 | loss: 0.0311011 | val_loss: 0.0311433 | Time: 10434.5 ms [2020-12-22 18:11:34 main:574] : INFO : Epoch 639 | loss: 0.0311005 | val_loss: 0.0311528 | Time: 9579.88 ms [2020-12-22 18:11:44 main:574] : INFO : Epoch 640 | loss: 0.0311022 | val_loss: 0.0311439 | Time: 10663.1 ms [2020-12-22 18:11:54 main:574] : INFO : Epoch 641 | loss: 0.0311009 | val_loss: 0.0311485 | Time: 9715.37 ms [2020-12-22 18:12:05 main:574] : INFO : Epoch 642 | loss: 0.0311008 | val_loss: 0.0311491 | Time: 10624.6 ms [2020-12-22 18:12:14 main:574] : INFO : Epoch 643 | loss: 0.0311041 | val_loss: 0.031148 | Time: 9779.38 ms [2020-12-22 18:12:25 main:574] : INFO : Epoch 644 | loss: 0.0311006 | val_loss: 0.0311416 | Time: 10479.9 ms [2020-12-22 18:12:35 main:574] : INFO : Epoch 645 | loss: 0.031101 | val_loss: 0.0311439 | Time: 9866.8 ms [2020-12-22 18:12:45 main:574] : INFO : Epoch 646 | loss: 0.0311033 | val_loss: 0.0311421 | Time: 10391.5 ms [2020-12-22 18:12:55 main:574] : INFO : Epoch 647 | loss: 0.0311045 | val_loss: 0.0311433 | Time: 9872.09 ms [2020-12-22 18:13:05 main:574] : INFO : Epoch 648 | loss: 0.0311038 | val_loss: 0.0311427 | Time: 10140 ms [2020-12-22 18:13:15 main:574] : INFO : Epoch 649 | loss: 0.0311031 | val_loss: 0.0311407 | Time: 10166.6 ms [2020-12-22 18:13:25 main:574] : INFO : Epoch 650 | loss: 0.0311029 | val_loss: 0.0311454 | Time: 9930.59 ms [2020-12-22 18:13:35 main:574] : INFO : Epoch 651 | loss: 0.0310991 | val_loss: 0.0311428 | Time: 9913.36 ms [2020-12-22 18:13:45 main:574] : INFO : Epoch 652 | loss: 0.0311038 | val_loss: 0.0311422 | Time: 9968.9 ms [2020-12-22 18:13:55 main:574] : INFO : Epoch 653 | loss: 0.0311036 | val_loss: 0.0311407 | Time: 10192.9 ms [2020-12-22 18:14:05 main:574] : INFO : Epoch 654 | loss: 0.0310997 | val_loss: 0.0311436 | Time: 9533.41 ms [2020-12-22 18:14:15 main:574] : INFO : Epoch 655 | loss: 0.0311021 | val_loss: 0.0311434 | Time: 10497.5 ms [2020-12-22 18:14:25 main:574] : INFO : Epoch 656 | loss: 0.0310979 | val_loss: 0.0311427 | Time: 9567.14 ms [2020-12-22 18:14:35 main:574] : INFO : Epoch 657 | loss: 0.0310974 | val_loss: 0.0311416 | Time: 10219.8 ms [2020-12-22 18:14:45 main:574] : INFO : Epoch 658 | loss: 0.0310975 | val_loss: 0.0311429 | Time: 9748.68 ms [2020-12-22 18:14:55 main:574] : INFO : Epoch 659 | loss: 0.0310977 | val_loss: 0.0311475 | Time: 10354.6 ms [2020-12-22 18:15:05 main:574] : INFO : Epoch 660 | loss: 0.0310987 | val_loss: 0.0311397 | Time: 9822.7 ms [2020-12-22 18:15:15 main:574] : INFO : Epoch 661 | loss: 0.0311006 | val_loss: 0.0311462 | Time: 10257.2 ms [2020-12-22 18:15:25 main:574] : INFO : Epoch 662 | loss: 0.0311015 | val_loss: 0.0311409 | Time: 10105.1 ms [2020-12-22 18:15:35 main:574] : INFO : Epoch 663 | loss: 0.0311028 | val_loss: 0.0311426 | Time: 9898.93 ms [2020-12-22 18:15:45 main:574] : INFO : Epoch 664 | loss: 0.0311017 | val_loss: 0.0311498 | Time: 10024.4 ms [2020-12-22 18:15:56 main:574] : INFO : Epoch 665 | loss: 0.0311055 | val_loss: 0.0311504 | Time: 10276.9 ms [2020-12-22 18:16:06 main:574] : INFO : Epoch 666 | loss: 0.0311015 | val_loss: 0.0311441 | Time: 9851.42 ms [2020-12-22 18:16:16 main:574] : INFO : Epoch 667 | loss: 0.0311018 | val_loss: 0.0311631 | Time: 9907.5 ms [2020-12-22 18:16:26 main:574] : INFO : Epoch 668 | loss: 0.0311033 | val_loss: 0.0311501 | Time: 10142.7 ms [2020-12-22 18:16:36 main:574] : INFO : Epoch 669 | loss: 0.0311005 | val_loss: 0.0311456 | Time: 9755.95 ms [2020-12-22 18:16:46 main:574] : INFO : Epoch 670 | loss: 0.0310974 | val_loss: 0.0311428 | Time: 10154.5 ms [2020-12-22 18:16:56 main:574] : INFO : Epoch 671 | loss: 0.0310965 | val_loss: 0.0311477 | Time: 10107.9 ms [2020-12-22 18:17:06 main:574] : INFO : Epoch 672 | loss: 0.0310993 | val_loss: 0.0311449 | Time: 10083.5 ms [2020-12-22 18:17:16 main:574] : INFO : Epoch 673 | loss: 0.0310953 | val_loss: 0.0311464 | Time: 10216.3 ms [2020-12-22 18:17:26 main:574] : INFO : Epoch 674 | loss: 0.0310989 | val_loss: 0.0311408 | Time: 10148.4 ms [2020-12-22 18:17:37 main:574] : INFO : Epoch 675 | loss: 0.031099 | val_loss: 0.0311476 | Time: 10631.1 ms [2020-12-22 18:17:47 main:574] : INFO : Epoch 676 | loss: 0.0311004 | val_loss: 0.0311515 | Time: 10099.9 ms [2020-12-22 18:17:57 main:574] : INFO : Epoch 677 | loss: 0.0310987 | val_loss: 0.0311455 | Time: 10454.3 ms [2020-12-22 18:18:07 main:574] : INFO : Epoch 678 | loss: 0.0310991 | val_loss: 0.0311489 | Time: 9959.34 ms [2020-12-22 18:18:18 main:574] : INFO : Epoch 679 | loss: 0.0310988 | val_loss: 0.0311422 | Time: 10518.6 ms [2020-12-22 18:18:28 main:574] : INFO : Epoch 680 | loss: 0.0310979 | val_loss: 0.031146 | Time: 10038.7 ms [2020-12-22 18:18:39 main:574] : INFO : Epoch 681 | loss: 0.0310953 | val_loss: 0.0311459 | Time: 10568.3 ms [2020-12-22 18:18:48 main:574] : INFO : Epoch 682 | loss: 0.0310952 | val_loss: 0.0311453 | Time: 9830.68 ms [2020-12-22 18:18:59 main:574] : INFO : Epoch 683 | loss: 0.0310971 | val_loss: 0.0311451 | Time: 10146.9 ms [2020-12-22 18:19:09 main:574] : INFO : Epoch 684 | loss: 0.031096 | val_loss: 0.0311493 | Time: 10102.8 ms [2020-12-22 18:19:19 main:574] : INFO : Epoch 685 | loss: 0.0310971 | val_loss: 0.0311472 | Time: 10474.6 ms [2020-12-22 18:19:29 main:574] : INFO : Epoch 686 | loss: 0.0310986 | val_loss: 0.0311522 | Time: 10074.1 ms [2020-12-22 18:19:40 main:574] : INFO : Epoch 687 | loss: 0.0310955 | val_loss: 0.0311467 | Time: 10416.7 ms [2020-12-22 18:19:50 main:574] : INFO : Epoch 688 | loss: 0.0310982 | val_loss: 0.0311449 | Time: 10393.5 ms [2020-12-22 18:20:00 main:574] : INFO : Epoch 689 | loss: 0.0310987 | val_loss: 0.0311444 | Time: 9853.32 ms [2020-12-22 18:20:10 main:574] : INFO : Epoch 690 | loss: 0.0310988 | val_loss: 0.0311469 | Time: 10298.9 ms [2020-12-22 18:20:20 main:574] : INFO : Epoch 691 | loss: 0.0310961 | val_loss: 0.0311484 | Time: 9952.11 ms [2020-12-22 18:20:31 main:574] : INFO : Epoch 692 | loss: 0.0310991 | val_loss: 0.0311436 | Time: 10647.6 ms [2020-12-22 18:20:41 main:574] : INFO : Epoch 693 | loss: 0.0310975 | val_loss: 0.0311483 | Time: 9841.66 ms [2020-12-22 18:20:51 main:574] : INFO : Epoch 694 | loss: 0.0310958 | val_loss: 0.0311441 | Time: 10604.6 ms [2020-12-22 18:21:01 main:574] : INFO : Epoch 695 | loss: 0.0310949 | val_loss: 0.0311429 | Time: 9752.55 ms [2020-12-22 18:21:11 main:574] : INFO : Epoch 696 | loss: 0.0310958 | val_loss: 0.0311468 | Time: 10326.8 ms [2020-12-22 18:21:21 main:574] : INFO : Epoch 697 | loss: 0.0311003 | val_loss: 0.0311436 | Time: 9752.2 ms [2020-12-22 18:21:31 main:574] : INFO : Epoch 698 | loss: 0.0311003 | val_loss: 0.0311446 | Time: 10332.9 ms [2020-12-22 18:21:41 main:574] : INFO : Epoch 699 | loss: 0.0310988 | val_loss: 0.0311509 | Time: 9605.1 ms [2020-12-22 18:21:52 main:574] : INFO : Epoch 700 | loss: 0.0310982 | val_loss: 0.0311467 | Time: 10532.2 ms [2020-12-22 18:22:02 main:574] : INFO : Epoch 701 | loss: 0.0310957 | val_loss: 0.0311468 | Time: 10216.4 ms [2020-12-22 18:22:12 main:574] : INFO : Epoch 702 | loss: 0.0310958 | val_loss: 0.0311443 | Time: 9905.36 ms [2020-12-22 18:22:22 main:574] : INFO : Epoch 703 | loss: 0.0310967 | val_loss: 0.031144 | Time: 10163.7 ms [2020-12-22 18:22:32 main:574] : INFO : Epoch 704 | loss: 0.0310955 | val_loss: 0.0311468 | Time: 9957.27 ms [2020-12-22 18:22:42 main:574] : INFO : Epoch 705 | loss: 0.0310951 | val_loss: 0.0311527 | Time: 10422 ms [2020-12-22 18:22:52 main:574] : INFO : Epoch 706 | loss: 0.0310997 | val_loss: 0.0311445 | Time: 9806.37 ms [2020-12-22 18:23:02 main:574] : INFO : Epoch 707 | loss: 0.0310961 | val_loss: 0.0311519 | Time: 10396.7 ms [2020-12-22 18:23:12 main:574] : INFO : Epoch 708 | loss: 0.0310963 | val_loss: 0.0311485 | Time: 9718.5 ms [2020-12-22 18:23:22 main:574] : INFO : Epoch 709 | loss: 0.0310955 | val_loss: 0.0311501 | Time: 10139.1 ms [2020-12-22 18:23:32 main:574] : INFO : Epoch 710 | loss: 0.0310957 | val_loss: 0.0311438 | Time: 10100.7 ms [2020-12-22 18:23:43 main:574] : INFO : Epoch 711 | loss: 0.0310935 | val_loss: 0.0311602 | Time: 10718.2 ms [2020-12-22 18:23:53 main:574] : INFO : Epoch 712 | loss: 0.0310979 | val_loss: 0.0311508 | Time: 9435.9 ms [2020-12-22 18:24:03 main:574] : INFO : Epoch 713 | loss: 0.0310927 | val_loss: 0.0311519 | Time: 10587.3 ms [2020-12-22 18:24:13 main:574] : INFO : Epoch 714 | loss: 0.0311013 | val_loss: 0.0311562 | Time: 9721.98 ms [2020-12-22 18:24:23 main:574] : INFO : Epoch 715 | loss: 0.0310973 | val_loss: 0.0311474 | Time: 10094.1 ms [2020-12-22 18:24:33 main:574] : INFO : Epoch 716 | loss: 0.0310939 | val_loss: 0.0311493 | Time: 9722.64 ms [2020-12-22 18:24:43 main:574] : INFO : Epoch 717 | loss: 0.0310948 | val_loss: 0.0311533 | Time: 10397.5 ms [2020-12-22 18:24:53 main:574] : INFO : Epoch 718 | loss: 0.0310966 | val_loss: 0.0311487 | Time: 10074.4 ms [2020-12-22 18:25:03 main:574] : INFO : Epoch 719 | loss: 0.0310937 | val_loss: 0.0311504 | Time: 10149.9 ms [2020-12-22 18:25:14 main:574] : INFO : Epoch 720 | loss: 0.0310984 | val_loss: 0.031148 | Time: 10243.8 ms [2020-12-22 18:25:24 main:574] : INFO : Epoch 721 | loss: 0.0311053 | val_loss: 0.0311475 | Time: 10024.6 ms [2020-12-22 18:25:33 main:574] : INFO : Epoch 722 | loss: 0.0311022 | val_loss: 0.0311458 | Time: 9770.59 ms [2020-12-22 18:25:44 main:574] : INFO : Epoch 723 | loss: 0.0311054 | val_loss: 0.031144 | Time: 10309.3 ms [2020-12-22 18:25:54 main:574] : INFO : Epoch 724 | loss: 0.0311036 | val_loss: 0.0311445 | Time: 10097.8 ms [2020-12-22 18:26:04 main:574] : INFO : Epoch 725 | loss: 0.0311029 | val_loss: 0.0311526 | Time: 10020.6 ms [2020-12-22 18:26:14 main:574] : INFO : Epoch 726 | loss: 0.0311076 | val_loss: 0.0311468 | Time: 9936.48 ms [2020-12-22 18:26:24 main:574] : INFO : Epoch 727 | loss: 0.0311029 | val_loss: 0.0311482 | Time: 10020.3 ms [2020-12-22 18:26:34 main:574] : INFO : Epoch 728 | loss: 0.0310991 | val_loss: 0.0311498 | Time: 10130.6 ms [2020-12-22 18:26:44 main:574] : INFO : Epoch 729 | loss: 0.0310974 | val_loss: 0.0311463 | Time: 10273.5 ms [2020-12-22 18:26:54 main:574] : INFO : Epoch 730 | loss: 0.0310989 | val_loss: 0.0311472 | Time: 10209.6 ms [2020-12-22 18:27:05 main:574] : INFO : Epoch 731 | loss: 0.031098 | val_loss: 0.0311496 | Time: 10078.8 ms [2020-12-22 18:27:14 main:574] : INFO : Epoch 732 | loss: 0.0310964 | val_loss: 0.0311521 | Time: 9628.61 ms [2020-12-22 18:27:25 main:574] : INFO : Epoch 733 | loss: 0.0310962 | val_loss: 0.0311545 | Time: 10419.1 ms [2020-12-22 18:27:34 main:574] : INFO : Epoch 734 | loss: 0.0310966 | val_loss: 0.0311449 | Time: 9452.3 ms [2020-12-22 18:27:44 main:574] : INFO : Epoch 735 | loss: 0.0310977 | val_loss: 0.0311485 | Time: 10247.1 ms [2020-12-22 18:27:54 main:574] : INFO : Epoch 736 | loss: 0.031097 | val_loss: 0.0311431 | Time: 9715.78 ms [2020-12-22 18:28:05 main:574] : INFO : Epoch 737 | loss: 0.0310993 | val_loss: 0.0311467 | Time: 10539.6 ms [2020-12-22 18:28:14 main:574] : INFO : Epoch 738 | loss: 0.0310947 | val_loss: 0.0311467 | Time: 9854.79 ms [2020-12-22 18:28:25 main:574] : INFO : Epoch 739 | loss: 0.0310953 | val_loss: 0.0311483 | Time: 10388.6 ms [2020-12-22 18:28:35 main:574] : INFO : Epoch 740 | loss: 0.0310953 | val_loss: 0.0311444 | Time: 9725.15 ms [2020-12-22 18:28:45 main:574] : INFO : Epoch 741 | loss: 0.0310975 | val_loss: 0.0311477 | Time: 10230.2 ms [2020-12-22 18:28:54 main:574] : INFO : Epoch 742 | loss: 0.0310946 | val_loss: 0.0311458 | Time: 9621.01 ms [2020-12-22 18:29:05 main:574] : INFO : Epoch 743 | loss: 0.0310934 | val_loss: 0.0311514 | Time: 10374.7 ms [2020-12-22 18:29:15 main:574] : INFO : Epoch 744 | loss: 0.0310967 | val_loss: 0.031154 | Time: 10095.2 ms [2020-12-22 18:29:25 main:574] : INFO : Epoch 745 | loss: 0.0310951 | val_loss: 0.0311473 | Time: 9832.58 ms [2020-12-22 18:29:35 main:574] : INFO : Epoch 746 | loss: 0.0310943 | val_loss: 0.0311523 | Time: 10016.4 ms [2020-12-22 18:29:44 main:574] : INFO : Epoch 747 | loss: 0.0310946 | val_loss: 0.0311452 | Time: 9719.3 ms [2020-12-22 18:29:54 main:574] : INFO : Epoch 748 | loss: 0.0310936 | val_loss: 0.0311462 | Time: 9996.22 ms [2020-12-22 18:30:05 main:574] : INFO : Epoch 749 | loss: 0.0310929 | val_loss: 0.031146 | Time: 10185.1 ms [2020-12-22 18:30:15 main:574] : INFO : Epoch 750 | loss: 0.0310952 | val_loss: 0.031161 | Time: 10113.7 ms [2020-12-22 18:30:25 main:574] : INFO : Epoch 751 | loss: 0.0311015 | val_loss: 0.0311499 | Time: 9811.11 ms [2020-12-22 18:30:35 main:574] : INFO : Epoch 752 | loss: 0.0310962 | val_loss: 0.0311434 | Time: 10027.5 ms [2020-12-22 18:30:45 main:574] : INFO : Epoch 753 | loss: 0.0310982 | val_loss: 0.0311429 | Time: 10049 ms [2020-12-22 18:30:54 main:574] : INFO : Epoch 754 | loss: 0.0310982 | val_loss: 0.0311478 | Time: 9776.98 ms [2020-12-22 18:31:04 main:574] : INFO : Epoch 755 | loss: 0.0310963 | val_loss: 0.0311476 | Time: 9708.83 ms [2020-12-22 18:31:14 main:574] : INFO : Epoch 756 | loss: 0.0310928 | val_loss: 0.031156 | Time: 10160 ms [2020-12-22 18:31:25 main:574] : INFO : Epoch 757 | loss: 0.0310927 | val_loss: 0.0311562 | Time: 10298.8 ms [2020-12-22 18:31:34 main:574] : INFO : Epoch 758 | loss: 0.0310975 | val_loss: 0.0311462 | Time: 9815.71 ms [2020-12-22 18:31:44 main:574] : INFO : Epoch 759 | loss: 0.0311039 | val_loss: 0.0311441 | Time: 10057.5 ms [2020-12-22 18:31:54 main:574] : INFO : Epoch 760 | loss: 0.031098 | val_loss: 0.0311433 | Time: 9632.76 ms [2020-12-22 18:32:04 main:574] : INFO : Epoch 761 | loss: 0.0310974 | val_loss: 0.0311487 | Time: 9993.94 ms [2020-12-22 18:32:14 main:574] : INFO : Epoch 762 | loss: 0.0310996 | val_loss: 0.0311507 | Time: 9827.02 ms [2020-12-22 18:32:24 main:574] : INFO : Epoch 763 | loss: 0.0310958 | val_loss: 0.0311524 | Time: 10542.4 ms [2020-12-22 18:32:34 main:574] : INFO : Epoch 764 | loss: 0.0310929 | val_loss: 0.0311468 | Time: 9515.53 ms [2020-12-22 18:32:44 main:574] : INFO : Epoch 765 | loss: 0.0310938 | val_loss: 0.0311539 | Time: 10338.1 ms [2020-12-22 18:32:54 main:574] : INFO : Epoch 766 | loss: 0.0310979 | val_loss: 0.0311478 | Time: 9762.63 ms [2020-12-22 18:33:04 main:574] : INFO : Epoch 767 | loss: 0.0310955 | val_loss: 0.0311442 | Time: 9996.89 ms [2020-12-22 18:33:14 main:574] : INFO : Epoch 768 | loss: 0.0310989 | val_loss: 0.0311417 | Time: 9609.3 ms [2020-12-22 18:33:24 main:574] : INFO : Epoch 769 | loss: 0.0311052 | val_loss: 0.0311531 | Time: 10438.4 ms [2020-12-22 18:33:34 main:574] : INFO : Epoch 770 | loss: 0.0311033 | val_loss: 0.0311659 | Time: 9977.01 ms [2020-12-22 18:33:44 main:574] : INFO : Epoch 771 | loss: 0.0311066 | val_loss: 0.0311521 | Time: 9924.25 ms [2020-12-22 18:33:54 main:574] : INFO : Epoch 772 | loss: 0.0310999 | val_loss: 0.0311472 | Time: 10381.6 ms [2020-12-22 18:34:04 main:574] : INFO : Epoch 773 | loss: 0.0310996 | val_loss: 0.0311433 | Time: 9916.59 ms [2020-12-22 18:34:14 main:574] : INFO : Epoch 774 | loss: 0.0310943 | val_loss: 0.031151 | Time: 9513.54 ms [2020-12-22 18:34:23 main:574] : INFO : Epoch 775 | loss: 0.0310929 | val_loss: 0.0311495 | Time: 9475.08 ms [2020-12-22 18:34:33 main:574] : INFO : Epoch 776 | loss: 0.031093 | val_loss: 0.0311464 | Time: 10034.3 ms [2020-12-22 18:34:43 main:574] : INFO : Epoch 777 | loss: 0.0310915 | val_loss: 0.0311549 | Time: 9392.31 ms [2020-12-22 18:34:52 main:574] : INFO : Epoch 778 | loss: 0.0311002 | val_loss: 0.0311491 | Time: 9304.16 ms [2020-12-22 18:35:01 main:574] : INFO : Epoch 779 | loss: 0.0310935 | val_loss: 0.0311454 | Time: 9083.66 ms [2020-12-22 18:35:11 main:574] : INFO : Epoch 780 | loss: 0.0310928 | val_loss: 0.0311449 | Time: 9373.25 ms [2020-12-22 18:35:20 main:574] : INFO : Epoch 781 | loss: 0.0310911 | val_loss: 0.0311513 | Time: 8983.44 ms [2020-12-22 18:35:29 main:574] : INFO : Epoch 782 | loss: 0.0310912 | val_loss: 0.0311478 | Time: 9569.62 ms [2020-12-22 18:35:38 main:574] : INFO : Epoch 783 | loss: 0.0310922 | val_loss: 0.0311501 | Time: 9245.56 ms [2020-12-22 18:35:48 main:574] : INFO : Epoch 784 | loss: 0.0310892 | val_loss: 0.0311509 | Time: 9325.33 ms [2020-12-22 18:35:57 main:574] : INFO : Epoch 785 | loss: 0.0310911 | val_loss: 0.0311492 | Time: 9198.34 ms [2020-12-22 18:36:06 main:574] : INFO : Epoch 786 | loss: 0.0311 | val_loss: 0.0311486 | Time: 9341.95 ms [2020-12-22 18:36:16 main:574] : INFO : Epoch 787 | loss: 0.0311002 | val_loss: 0.0311507 | Time: 9492.04 ms [2020-12-22 18:36:25 main:574] : INFO : Epoch 788 | loss: 0.0310991 | val_loss: 0.0311465 | Time: 9533.41 ms [2020-12-22 18:36:35 main:574] : INFO : Epoch 789 | loss: 0.0310986 | val_loss: 0.0311484 | Time: 10008.5 ms [2020-12-22 18:36:45 main:574] : INFO : Epoch 790 | loss: 0.0311104 | val_loss: 0.0311453 | Time: 9623.66 ms [2020-12-22 18:36:55 main:574] : INFO : Epoch 791 | loss: 0.0311196 | val_loss: 0.0311463 | Time: 9954.66 ms [2020-12-22 18:37:05 main:574] : INFO : Epoch 792 | loss: 0.0311201 | val_loss: 0.0311443 | Time: 10217.1 ms [2020-12-22 18:37:15 main:574] : INFO : Epoch 793 | loss: 0.0311173 | val_loss: 0.0311422 | Time: 10228.4 ms [2020-12-22 18:37:25 main:574] : INFO : Epoch 794 | loss: 0.0311158 | val_loss: 0.0311409 | Time: 9697.03 ms [2020-12-22 18:37:36 main:574] : INFO : Epoch 795 | loss: 0.0311144 | val_loss: 0.0311441 | Time: 10537.7 ms [2020-12-22 18:37:45 main:574] : INFO : Epoch 796 | loss: 0.0311127 | val_loss: 0.0311435 | Time: 9771.78 ms [2020-12-22 18:37:55 main:574] : INFO : Epoch 797 | loss: 0.0311134 | val_loss: 0.0311684 | Time: 10049.4 ms [2020-12-22 18:38:05 main:574] : INFO : Epoch 798 | loss: 0.0311307 | val_loss: 0.0311654 | Time: 9838.57 ms [2020-12-22 18:38:15 main:574] : INFO : Epoch 799 | loss: 0.0311211 | val_loss: 0.0311435 | Time: 9909.79 ms [2020-12-22 18:38:25 main:574] : INFO : Epoch 800 | loss: 0.0311104 | val_loss: 0.0311446 | Time: 9652.84 ms [2020-12-22 18:38:35 main:574] : INFO : Epoch 801 | loss: 0.0311202 | val_loss: 0.0311546 | Time: 9948.18 ms [2020-12-22 18:38:45 main:574] : INFO : Epoch 802 | loss: 0.0311307 | val_loss: 0.0311533 | Time: 10183.3 ms [2020-12-22 18:38:55 main:574] : INFO : Epoch 803 | loss: 0.0311278 | val_loss: 0.0311456 | Time: 9651.1 ms [2020-12-22 18:39:05 main:574] : INFO : Epoch 804 | loss: 0.0311263 | val_loss: 0.0311492 | Time: 10276.5 ms [2020-12-22 18:39:15 main:574] : INFO : Epoch 805 | loss: 0.0311251 | val_loss: 0.0311523 | Time: 10337.3 ms [2020-12-22 18:39:25 main:574] : INFO : Epoch 806 | loss: 0.0311256 | val_loss: 0.031149 | Time: 10123.5 ms [2020-12-22 18:39:35 main:574] : INFO : Epoch 807 | loss: 0.0311266 | val_loss: 0.0311512 | Time: 9864.76 ms [2020-12-22 18:39:46 main:574] : INFO : Epoch 808 | loss: 0.031125 | val_loss: 0.0311479 | Time: 10384.1 ms [2020-12-22 18:39:56 main:574] : INFO : Epoch 809 | loss: 0.0311243 | val_loss: 0.0311479 | Time: 10745.6 ms [2020-12-22 18:40:06 main:574] : INFO : Epoch 810 | loss: 0.0311241 | val_loss: 0.0311506 | Time: 9931.05 ms [2020-12-22 18:40:17 main:574] : INFO : Epoch 811 | loss: 0.0311206 | val_loss: 0.0311501 | Time: 10299.7 ms [2020-12-22 18:40:27 main:574] : INFO : Epoch 812 | loss: 0.0311184 | val_loss: 0.0311556 | Time: 10145.9 ms [2020-12-22 18:40:37 main:574] : INFO : Epoch 813 | loss: 0.0311203 | val_loss: 0.0311487 | Time: 10139.3 ms [2020-12-22 18:40:46 main:574] : INFO : Epoch 814 | loss: 0.0311183 | val_loss: 0.0311509 | Time: 9607.83 ms [2020-12-22 18:40:57 main:574] : INFO : Epoch 815 | loss: 0.0311145 | val_loss: 0.0311491 | Time: 10647 ms [2020-12-22 18:41:07 main:574] : INFO : Epoch 816 | loss: 0.0311174 | val_loss: 0.0311432 | Time: 9842.07 ms [2020-12-22 18:41:17 main:574] : INFO : Epoch 817 | loss: 0.0311144 | val_loss: 0.031148 | Time: 10399.2 ms [2020-12-22 18:41:27 main:574] : INFO : Epoch 818 | loss: 0.0311164 | val_loss: 0.0311502 | Time: 10001 ms [2020-12-22 18:41:38 main:574] : INFO : Epoch 819 | loss: 0.0311163 | val_loss: 0.0311463 | Time: 10439.7 ms [2020-12-22 18:41:48 main:574] : INFO : Epoch 820 | loss: 0.0311118 | val_loss: 0.0311429 | Time: 9761.79 ms [2020-12-22 18:41:58 main:574] : INFO : Epoch 821 | loss: 0.0311147 | val_loss: 0.0311506 | Time: 10452.8 ms [2020-12-22 18:42:08 main:574] : INFO : Epoch 822 | loss: 0.0311206 | val_loss: 0.0311478 | Time: 10304.2 ms [2020-12-22 18:42:18 main:574] : INFO : Epoch 823 | loss: 0.031115 | val_loss: 0.0311441 | Time: 9992.53 ms [2020-12-22 18:42:29 main:574] : INFO : Epoch 824 | loss: 0.0311137 | val_loss: 0.0311486 | Time: 10295.8 ms [2020-12-22 18:42:39 main:574] : INFO : Epoch 825 | loss: 0.031112 | val_loss: 0.03114 | Time: 9934.14 ms [2020-12-22 18:42:49 main:574] : INFO : Epoch 826 | loss: 0.031111 | val_loss: 0.0311485 | Time: 10296.9 ms [2020-12-22 18:42:59 main:574] : INFO : Epoch 827 | loss: 0.0311071 | val_loss: 0.031143 | Time: 9935.46 ms [2020-12-22 18:43:10 main:574] : INFO : Epoch 828 | loss: 0.0311106 | val_loss: 0.031143 | Time: 10635.4 ms [2020-12-22 18:43:19 main:574] : INFO : Epoch 829 | loss: 0.0311118 | val_loss: 0.0311432 | Time: 9825.62 ms [2020-12-22 18:43:30 main:574] : INFO : Epoch 830 | loss: 0.031109 | val_loss: 0.031141 | Time: 10154.6 ms [2020-12-22 18:43:39 main:574] : INFO : Epoch 831 | loss: 0.0311063 | val_loss: 0.0311418 | Time: 9868.94 ms [2020-12-22 18:43:50 main:574] : INFO : Epoch 832 | loss: 0.0311086 | val_loss: 0.0311478 | Time: 10205 ms [2020-12-22 18:43:59 main:574] : INFO : Epoch 833 | loss: 0.0311112 | val_loss: 0.0311529 | Time: 9599.71 ms [2020-12-22 18:44:10 main:574] : INFO : Epoch 834 | loss: 0.0311047 | val_loss: 0.031142 | Time: 10519.6 ms [2020-12-22 18:44:20 main:574] : INFO : Epoch 835 | loss: 0.0311028 | val_loss: 0.0311455 | Time: 9882.68 ms [2020-12-22 18:44:30 main:574] : INFO : Epoch 836 | loss: 0.0311052 | val_loss: 0.0311426 | Time: 10152.7 ms [2020-12-22 18:44:40 main:574] : INFO : Epoch 837 | loss: 0.0311068 | val_loss: 0.0311406 | Time: 9900.61 ms [2020-12-22 18:44:50 main:574] : INFO : Epoch 838 | loss: 0.0311021 | val_loss: 0.0311429 | Time: 10355.3 ms [2020-12-22 18:45:00 main:574] : INFO : Epoch 839 | loss: 0.0311023 | val_loss: 0.0311414 | Time: 9539.66 ms [2020-12-22 18:45:10 main:574] : INFO : Epoch 840 | loss: 0.0311036 | val_loss: 0.0311418 | Time: 10160.6 ms [2020-12-22 18:45:20 main:574] : INFO : Epoch 841 | loss: 0.031104 | val_loss: 0.0311413 | Time: 10210.9 ms [2020-12-22 18:45:30 main:574] : INFO : Epoch 842 | loss: 0.0311026 | val_loss: 0.0311413 | Time: 10159.8 ms [2020-12-22 18:45:40 main:574] : INFO : Epoch 843 | loss: 0.0311044 | val_loss: 0.0311414 | Time: 9723.53 ms [2020-12-22 18:45:50 main:574] : INFO : Epoch 844 | loss: 0.0311035 | val_loss: 0.0311426 | Time: 10169.4 ms [2020-12-22 18:46:00 main:574] : INFO : Epoch 845 | loss: 0.031101 | val_loss: 0.0311443 | Time: 9718.73 ms [2020-12-22 18:46:10 main:574] : INFO : Epoch 846 | loss: 0.0311035 | val_loss: 0.031147 | Time: 10228.3 ms [2020-12-22 18:46:20 main:574] : INFO : Epoch 847 | loss: 0.0311003 | val_loss: 0.031141 | Time: 9852.54 ms [2020-12-22 18:46:30 main:574] : INFO : Epoch 848 | loss: 0.0310988 | val_loss: 0.0311464 | Time: 10133.9 ms [2020-12-22 18:46:40 main:574] : INFO : Epoch 849 | loss: 0.0310993 | val_loss: 0.0311487 | Time: 10055.1 ms [2020-12-22 18:46:50 main:574] : INFO : Epoch 850 | loss: 0.0311002 | val_loss: 0.0311436 | Time: 10266 ms [2020-12-22 18:47:00 main:574] : INFO : Epoch 851 | loss: 0.0311022 | val_loss: 0.0311461 | Time: 9834.29 ms [2020-12-22 18:47:10 main:574] : INFO : Epoch 852 | loss: 0.0311001 | val_loss: 0.0311457 | Time: 10094.5 ms [2020-12-22 18:47:20 main:574] : INFO : Epoch 853 | loss: 0.0310999 | val_loss: 0.0311494 | Time: 9832.46 ms [2020-12-22 18:47:30 main:574] : INFO : Epoch 854 | loss: 0.0311 | val_loss: 0.031142 | Time: 10190 ms [2020-12-22 18:47:40 main:574] : INFO : Epoch 855 | loss: 0.0311001 | val_loss: 0.0311435 | Time: 9734.74 ms [2020-12-22 18:47:50 main:574] : INFO : Epoch 856 | loss: 0.0310997 | val_loss: 0.0311447 | Time: 9940.58 ms [2020-12-22 18:48:00 main:574] : INFO : Epoch 857 | loss: 0.0310993 | val_loss: 0.0311447 | Time: 10083.4 ms [2020-12-22 18:48:10 main:574] : INFO : Epoch 858 | loss: 0.0310989 | val_loss: 0.0311388 | Time: 10228.5 ms [2020-12-22 18:48:20 main:574] : INFO : Epoch 859 | loss: 0.0310994 | val_loss: 0.031146 | Time: 9791.06 ms [2020-12-22 18:48:31 main:574] : INFO : Epoch 860 | loss: 0.0310996 | val_loss: 0.0311448 | Time: 10578.9 ms [2020-12-22 18:48:40 main:574] : INFO : Epoch 861 | loss: 0.0310977 | val_loss: 0.0311477 | Time: 9788.48 ms [2020-12-22 18:48:51 main:574] : INFO : Epoch 862 | loss: 0.0310959 | val_loss: 0.0311452 | Time: 10179.2 ms [2020-12-22 18:49:00 main:574] : INFO : Epoch 863 | loss: 0.0310957 | val_loss: 0.0311463 | Time: 9836.52 ms [2020-12-22 18:49:11 main:574] : INFO : Epoch 864 | loss: 0.0310964 | val_loss: 0.0311462 | Time: 10171.9 ms [2020-12-22 18:49:21 main:574] : INFO : Epoch 865 | loss: 0.0310965 | val_loss: 0.0311448 | Time: 10108.4 ms [2020-12-22 18:49:31 main:574] : INFO : Epoch 866 | loss: 0.0310945 | val_loss: 0.0311419 | Time: 10281.1 ms [2020-12-22 18:49:41 main:574] : INFO : Epoch 867 | loss: 0.0310955 | val_loss: 0.0311458 | Time: 9977.88 ms [2020-12-22 18:49:51 main:574] : INFO : Epoch 868 | loss: 0.0310998 | val_loss: 0.0311437 | Time: 9988.84 ms [2020-12-22 18:50:01 main:574] : INFO : Epoch 869 | loss: 0.0311019 | val_loss: 0.0311414 | Time: 9724.85 ms [2020-12-22 18:50:11 main:574] : INFO : Epoch 870 | loss: 0.031099 | val_loss: 0.0311472 | Time: 9870.76 ms [2020-12-22 18:50:20 main:574] : INFO : Epoch 871 | loss: 0.0310973 | val_loss: 0.0311444 | Time: 9881.2 ms [2020-12-22 18:50:31 main:574] : INFO : Epoch 872 | loss: 0.0310955 | val_loss: 0.0311456 | Time: 10360 ms [2020-12-22 18:50:41 main:574] : INFO : Epoch 873 | loss: 0.031098 | val_loss: 0.0311447 | Time: 10002.1 ms [2020-12-22 18:50:51 main:574] : INFO : Epoch 874 | loss: 0.0310963 | val_loss: 0.0311446 | Time: 10188.7 ms [2020-12-22 18:51:01 main:574] : INFO : Epoch 875 | loss: 0.031097 | val_loss: 0.0311477 | Time: 9733.22 ms [2020-12-22 18:51:11 main:574] : INFO : Epoch 876 | loss: 0.0310969 | val_loss: 0.0311439 | Time: 10334.6 ms [2020-12-22 18:51:21 main:574] : INFO : Epoch 877 | loss: 0.0310938 | val_loss: 0.0311429 | Time: 10118 ms [2020-12-22 18:51:31 main:574] : INFO : Epoch 878 | loss: 0.0310951 | val_loss: 0.0311441 | Time: 9998.23 ms [2020-12-22 18:51:41 main:574] : INFO : Epoch 879 | loss: 0.0310936 | val_loss: 0.0311435 | Time: 9854.83 ms [2020-12-22 18:51:51 main:574] : INFO : Epoch 880 | loss: 0.0310959 | val_loss: 0.0311429 | Time: 10135.3 ms [2020-12-22 18:52:01 main:574] : INFO : Epoch 881 | loss: 0.0310986 | val_loss: 0.031146 | Time: 9769.62 ms [2020-12-22 18:52:11 main:574] : INFO : Epoch 882 | loss: 0.0310963 | val_loss: 0.031143 | Time: 10138.2 ms [2020-12-22 18:52:21 main:574] : INFO : Epoch 883 | loss: 0.0311077 | val_loss: 0.0311427 | Time: 10007.5 ms [2020-12-22 18:52:31 main:574] : INFO : Epoch 884 | loss: 0.0311157 | val_loss: 0.0311411 | Time: 10323.4 ms [2020-12-22 18:52:41 main:574] : INFO : Epoch 885 | loss: 0.0311095 | val_loss: 0.0311391 | Time: 9902.33 ms [2020-12-22 18:52:51 main:574] : INFO : Epoch 886 | loss: 0.031108 | val_loss: 0.03114 | Time: 10048.7 ms [2020-12-22 18:53:01 main:574] : INFO : Epoch 887 | loss: 0.031106 | val_loss: 0.0311409 | Time: 9883.61 ms [2020-12-22 18:53:11 main:574] : INFO : Epoch 888 | loss: 0.0311115 | val_loss: 0.0311398 | Time: 10066.2 ms [2020-12-22 18:53:21 main:574] : INFO : Epoch 889 | loss: 0.0311152 | val_loss: 0.0311479 | Time: 10092.4 ms [2020-12-22 18:53:31 main:574] : INFO : Epoch 890 | loss: 0.0311179 | val_loss: 0.0311391 | Time: 9998.55 ms [2020-12-22 18:53:42 main:574] : INFO : Epoch 891 | loss: 0.031112 | val_loss: 0.0311406 | Time: 10167.9 ms [2020-12-22 18:53:52 main:574] : INFO : Epoch 892 | loss: 0.031109 | val_loss: 0.0311394 | Time: 10109 ms [2020-12-22 18:54:02 main:574] : INFO : Epoch 893 | loss: 0.0311067 | val_loss: 0.0311415 | Time: 10447.4 ms [2020-12-22 18:54:12 main:574] : INFO : Epoch 894 | loss: 0.0311055 | val_loss: 0.0311405 | Time: 9712.75 ms [2020-12-22 18:54:22 main:574] : INFO : Epoch 895 | loss: 0.0311051 | val_loss: 0.0311419 | Time: 10425.1 ms [2020-12-22 18:54:32 main:574] : INFO : Epoch 896 | loss: 0.0311087 | val_loss: 0.0311402 | Time: 9906.51 ms [2020-12-22 18:54:43 main:574] : INFO : Epoch 897 | loss: 0.0311061 | val_loss: 0.0311394 | Time: 10397.5 ms [2020-12-22 18:54:52 main:574] : INFO : Epoch 898 | loss: 0.0311052 | val_loss: 0.0311446 | Time: 9848.59 ms [2020-12-22 18:55:03 main:574] : INFO : Epoch 899 | loss: 0.031104 | val_loss: 0.0311387 | Time: 10643.4 ms [2020-12-22 18:55:13 main:574] : INFO : Epoch 900 | loss: 0.0311074 | val_loss: 0.0311402 | Time: 9869.35 ms [2020-12-22 18:55:23 main:574] : INFO : Epoch 901 | loss: 0.0311069 | val_loss: 0.0311457 | Time: 9996.99 ms [2020-12-22 18:55:33 main:574] : INFO : Epoch 902 | loss: 0.0311091 | val_loss: 0.0311415 | Time: 9890.38 ms [2020-12-22 18:55:43 main:574] : INFO : Epoch 903 | loss: 0.0311104 | val_loss: 0.031144 | Time: 10522.4 ms [2020-12-22 18:55:53 main:574] : INFO : Epoch 904 | loss: 0.0311033 | val_loss: 0.0311458 | Time: 9527.13 ms [2020-12-22 18:56:03 main:574] : INFO : Epoch 905 | loss: 0.031104 | val_loss: 0.0311437 | Time: 9811.14 ms [2020-12-22 18:56:12 main:574] : INFO : Epoch 906 | loss: 0.0311027 | val_loss: 0.031142 | Time: 9447.63 ms [2020-12-22 18:56:22 main:574] : INFO : Epoch 907 | loss: 0.0311021 | val_loss: 0.0311485 | Time: 9775.45 ms [2020-12-22 18:56:31 main:574] : INFO : Epoch 908 | loss: 0.0310994 | val_loss: 0.0311512 | Time: 9450.19 ms [2020-12-22 18:56:41 main:574] : INFO : Epoch 909 | loss: 0.0311039 | val_loss: 0.031142 | Time: 9460.32 ms [2020-12-22 18:56:51 main:574] : INFO : Epoch 910 | loss: 0.0311009 | val_loss: 0.0311391 | Time: 9929.22 ms [2020-12-22 18:57:00 main:574] : INFO : Epoch 911 | loss: 0.0311007 | val_loss: 0.0311387 | Time: 9151.96 ms [2020-12-22 18:57:10 main:574] : INFO : Epoch 912 | loss: 0.0311042 | val_loss: 0.031144 | Time: 9845.59 ms [2020-12-22 18:57:19 main:574] : INFO : Epoch 913 | loss: 0.0311008 | val_loss: 0.0311406 | Time: 9391.49 ms [2020-12-22 18:57:29 main:574] : INFO : Epoch 914 | loss: 0.0311019 | val_loss: 0.0311373 | Time: 9662.01 ms [2020-12-22 18:57:38 main:574] : INFO : Epoch 915 | loss: 0.031101 | val_loss: 0.0311354 | Time: 8982.31 ms [2020-12-22 18:57:47 main:574] : INFO : Epoch 916 | loss: 0.0310995 | val_loss: 0.0311386 | Time: 9334.15 ms [2020-12-22 18:57:57 main:574] : INFO : Epoch 917 | loss: 0.0310992 | val_loss: 0.0311352 | Time: 9503.87 ms [2020-12-22 18:58:06 main:574] : INFO : Epoch 918 | loss: 0.0311004 | val_loss: 0.0311419 | Time: 9612.54 ms [2020-12-22 18:58:16 main:574] : INFO : Epoch 919 | loss: 0.0311009 | val_loss: 0.0311412 | Time: 9465.18 ms [2020-12-22 18:58:25 main:574] : INFO : Epoch 920 | loss: 0.0311021 | val_loss: 0.03114 | Time: 9249.05 ms [2020-12-22 18:58:35 main:574] : INFO : Epoch 921 | loss: 0.0311022 | val_loss: 0.0311381 | Time: 9673.88 ms [2020-12-22 18:58:44 main:574] : INFO : Epoch 922 | loss: 0.0311014 | val_loss: 0.0311398 | Time: 9713.37 ms [2020-12-22 18:58:54 main:574] : INFO : Epoch 923 | loss: 0.0311005 | val_loss: 0.0311385 | Time: 9345.11 ms [2020-12-22 18:59:04 main:574] : INFO : Epoch 924 | loss: 0.031098 | val_loss: 0.0311401 | Time: 9890.6 ms [2020-12-22 18:59:13 main:574] : INFO : Epoch 925 | loss: 0.0310982 | val_loss: 0.031141 | Time: 9392.27 ms [2020-12-22 18:59:23 main:574] : INFO : Epoch 926 | loss: 0.0311013 | val_loss: 0.0311359 | Time: 9765.91 ms [2020-12-22 18:59:33 main:574] : INFO : Epoch 927 | loss: 0.0310996 | val_loss: 0.0311423 | Time: 9646.53 ms [2020-12-22 18:59:43 main:574] : INFO : Epoch 928 | loss: 0.0311001 | val_loss: 0.031144 | Time: 10148.7 ms [2020-12-22 18:59:53 main:574] : INFO : Epoch 929 | loss: 0.0310974 | val_loss: 0.0311337 | Time: 10449.5 ms [2020-12-22 19:00:03 main:574] : INFO : Epoch 930 | loss: 0.0311001 | val_loss: 0.0311435 | Time: 10219.2 ms [2020-12-22 19:00:13 main:574] : INFO : Epoch 931 | loss: 0.0310979 | val_loss: 0.0311348 | Time: 9924.33 ms [2020-12-22 19:00:23 main:574] : INFO : Epoch 932 | loss: 0.0311041 | val_loss: 0.0311397 | Time: 9968.69 ms [2020-12-22 19:00:32 main:574] : INFO : Epoch 933 | loss: 0.0311046 | val_loss: 0.0311439 | Time: 8943.06 ms [2020-12-22 19:00:42 main:574] : INFO : Epoch 934 | loss: 0.0311042 | val_loss: 0.0311403 | Time: 10209.4 ms [2020-12-22 19:00:52 main:574] : INFO : Epoch 935 | loss: 0.0311065 | val_loss: 0.0311422 | Time: 9720.04 ms [2020-12-22 19:01:02 main:574] : INFO : Epoch 936 | loss: 0.0311037 | val_loss: 0.0311363 | Time: 10009.5 ms [2020-12-22 19:01:12 main:574] : INFO : Epoch 937 | loss: 0.0311012 | val_loss: 0.0311431 | Time: 9974.53 ms [2020-12-22 19:01:22 main:574] : INFO : Epoch 938 | loss: 0.0311001 | val_loss: 0.0311409 | Time: 9991.48 ms [2020-12-22 19:01:32 main:574] : INFO : Epoch 939 | loss: 0.0310995 | val_loss: 0.0311387 | Time: 9389.8 ms [2020-12-22 19:01:42 main:574] : INFO : Epoch 940 | loss: 0.0310984 | val_loss: 0.0311391 | Time: 9998.93 ms [2020-12-22 19:01:51 main:574] : INFO : Epoch 941 | loss: 0.0310993 | val_loss: 0.0311353 | Time: 9911.81 ms [2020-12-22 19:02:01 main:574] : INFO : Epoch 942 | loss: 0.0310996 | val_loss: 0.0311422 | Time: 9651.94 ms [2020-12-22 19:02:12 main:574] : INFO : Epoch 943 | loss: 0.0310988 | val_loss: 0.0311341 | Time: 10544.5 ms [2020-12-22 19:02:22 main:574] : INFO : Epoch 944 | loss: 0.0310988 | val_loss: 0.0311451 | Time: 10071.2 ms [2020-12-22 19:02:32 main:574] : INFO : Epoch 945 | loss: 0.0310961 | val_loss: 0.0311397 | Time: 9889.62 ms [2020-12-22 19:02:42 main:574] : INFO : Epoch 946 | loss: 0.0310982 | val_loss: 0.0311414 | Time: 10530.7 ms [2020-12-22 19:02:52 main:574] : INFO : Epoch 947 | loss: 0.0310953 | val_loss: 0.0311375 | Time: 9859.31 ms [2020-12-22 19:03:03 main:574] : INFO : Epoch 948 | loss: 0.0310958 | val_loss: 0.0311385 | Time: 10545.5 ms [2020-12-22 19:03:13 main:574] : INFO : Epoch 949 | loss: 0.0310968 | val_loss: 0.0311369 | Time: 10004.1 ms [2020-12-22 19:03:23 main:574] : INFO : Epoch 950 | loss: 0.0310972 | val_loss: 0.0311382 | Time: 10396 ms [2020-12-22 19:03:33 main:574] : INFO : Epoch 951 | loss: 0.031096 | val_loss: 0.031138 | Time: 9554.5 ms [2020-12-22 19:03:43 main:574] : INFO : Epoch 952 | loss: 0.0310946 | val_loss: 0.0311377 | Time: 10314.2 ms [2020-12-22 19:03:53 main:574] : INFO : Epoch 953 | loss: 0.0310964 | val_loss: 0.0311466 | Time: 9953.7 ms [2020-12-22 19:04:03 main:574] : INFO : Epoch 954 | loss: 0.0311007 | val_loss: 0.0311408 | Time: 10272.2 ms [2020-12-22 19:04:13 main:574] : INFO : Epoch 955 | loss: 0.0310986 | val_loss: 0.0311391 | Time: 9434.09 ms [2020-12-22 19:04:23 main:574] : INFO : Epoch 956 | loss: 0.0311001 | val_loss: 0.0311438 | Time: 10525.5 ms [2020-12-22 19:04:33 main:574] : INFO : Epoch 957 | loss: 0.0310946 | val_loss: 0.0311444 | Time: 10056.3 ms [2020-12-22 19:04:43 main:574] : INFO : Epoch 958 | loss: 0.0310952 | val_loss: 0.03114 | Time: 10201.7 ms [2020-12-22 19:04:54 main:574] : INFO : Epoch 959 | loss: 0.0310924 | val_loss: 0.0311444 | Time: 10026.4 ms [2020-12-22 19:05:04 main:574] : INFO : Epoch 960 | loss: 0.0310916 | val_loss: 0.0311381 | Time: 10464.3 ms [2020-12-22 19:05:14 main:574] : INFO : Epoch 961 | loss: 0.0310965 | val_loss: 0.0311341 | Time: 10064.5 ms [2020-12-22 19:05:24 main:574] : INFO : Epoch 962 | loss: 0.0310956 | val_loss: 0.0311441 | Time: 10356 ms [2020-12-22 19:05:34 main:574] : INFO : Epoch 963 | loss: 0.0310951 | val_loss: 0.0311387 | Time: 9838.38 ms [2020-12-22 19:05:44 main:574] : INFO : Epoch 964 | loss: 0.0310936 | val_loss: 0.0311362 | Time: 10124.6 ms [2020-12-22 19:05:54 main:574] : INFO : Epoch 965 | loss: 0.0310951 | val_loss: 0.0311424 | Time: 9890.19 ms [2020-12-22 19:06:05 main:574] : INFO : Epoch 966 | loss: 0.0310937 | val_loss: 0.0311415 | Time: 10264.6 ms [2020-12-22 19:06:15 main:574] : INFO : Epoch 967 | loss: 0.0310943 | val_loss: 0.0311369 | Time: 10337.9 ms [2020-12-22 19:06:25 main:574] : INFO : Epoch 968 | loss: 0.0310958 | val_loss: 0.0311389 | Time: 9779.2 ms [2020-12-22 19:06:35 main:574] : INFO : Epoch 969 | loss: 0.0310961 | val_loss: 0.0311431 | Time: 10336.1 ms [2020-12-22 19:06:45 main:574] : INFO : Epoch 970 | loss: 0.0310931 | val_loss: 0.0311377 | Time: 10080.3 ms [2020-12-22 19:06:55 main:574] : INFO : Epoch 971 | loss: 0.0310949 | val_loss: 0.031142 | Time: 10093.5 ms [2020-12-22 19:07:05 main:574] : INFO : Epoch 972 | loss: 0.0310933 | val_loss: 0.0311389 | Time: 10078.1 ms [2020-12-22 19:07:16 main:574] : INFO : Epoch 973 | loss: 0.0310957 | val_loss: 0.0311503 | Time: 10467.3 ms [2020-12-22 19:07:25 main:574] : INFO : Epoch 974 | loss: 0.0310944 | val_loss: 0.0311354 | Time: 9580.85 ms [2020-12-22 19:07:36 main:574] : INFO : Epoch 975 | loss: 0.031092 | val_loss: 0.0311372 | Time: 10357 ms [2020-12-22 19:07:45 main:574] : INFO : Epoch 976 | loss: 0.0310906 | val_loss: 0.0311401 | Time: 9573.13 ms [2020-12-22 19:07:55 main:574] : INFO : Epoch 977 | loss: 0.0310944 | val_loss: 0.0311351 | Time: 10199.9 ms [2020-12-22 19:08:05 main:574] : INFO : Epoch 978 | loss: 0.0310938 | val_loss: 0.0311379 | Time: 9823.18 ms [2020-12-22 19:08:15 main:574] : INFO : Epoch 979 | loss: 0.0310978 | val_loss: 0.0311404 | Time: 9474.63 ms [2020-12-22 19:08:25 main:574] : INFO : Epoch 980 | loss: 0.0310943 | val_loss: 0.0311393 | Time: 9736.77 ms [2020-12-22 19:08:34 main:574] : INFO : Epoch 981 | loss: 0.031093 | val_loss: 0.0311386 | Time: 9294.12 ms [2020-12-22 19:08:43 main:574] : INFO : Epoch 982 | loss: 0.0310933 | val_loss: 0.0311376 | Time: 9384.53 ms [2020-12-22 19:08:53 main:574] : INFO : Epoch 983 | loss: 0.0310895 | val_loss: 0.0311386 | Time: 9837.6 ms [2020-12-22 19:09:03 main:574] : INFO : Epoch 984 | loss: 0.0310875 | val_loss: 0.0311424 | Time: 9587.01 ms [2020-12-22 19:09:12 main:574] : INFO : Epoch 985 | loss: 0.0310891 | val_loss: 0.0311397 | Time: 9703.85 ms [2020-12-22 19:09:22 main:574] : INFO : Epoch 986 | loss: 0.0310916 | val_loss: 0.0311367 | Time: 9929 ms [2020-12-22 19:09:32 main:574] : INFO : Epoch 987 | loss: 0.031091 | val_loss: 0.0311397 | Time: 9152.06 ms [2020-12-22 19:09:41 main:574] : INFO : Epoch 988 | loss: 0.0310906 | val_loss: 0.0311392 | Time: 9592.16 ms [2020-12-22 19:09:51 main:574] : INFO : Epoch 989 | loss: 0.0310896 | val_loss: 0.0311399 | Time: 9988.22 ms [2020-12-22 19:10:01 main:574] : INFO : Epoch 990 | loss: 0.0310913 | val_loss: 0.0311392 | Time: 9963.54 ms [2020-12-22 19:10:12 main:574] : INFO : Epoch 991 | loss: 0.0310905 | val_loss: 0.031143 | Time: 10455.1 ms [2020-12-22 19:10:22 main:574] : INFO : Epoch 992 | loss: 0.031091 | val_loss: 0.031139 | Time: 10247.1 ms [2020-12-22 19:10:32 main:574] : INFO : Epoch 993 | loss: 0.0310914 | val_loss: 0.0311394 | Time: 9922.04 ms [2020-12-22 19:10:42 main:574] : INFO : Epoch 994 | loss: 0.0310903 | val_loss: 0.0311426 | Time: 10162 ms [2020-12-22 19:10:52 main:574] : INFO : Epoch 995 | loss: 0.0310909 | val_loss: 0.0311398 | Time: 10072.5 ms [2020-12-22 19:11:02 main:574] : INFO : Epoch 996 | loss: 0.0310937 | val_loss: 0.031135 | Time: 9855.99 ms [2020-12-22 19:11:12 main:574] : INFO : Epoch 997 | loss: 0.0310912 | val_loss: 0.0311328 | Time: 10013.7 ms [2020-12-22 19:11:22 main:574] : INFO : Epoch 998 | loss: 0.0310897 | val_loss: 0.0311383 | Time: 10229.6 ms [2020-12-22 19:11:32 main:574] : INFO : Epoch 999 | loss: 0.0310947 | val_loss: 0.0311423 | Time: 10146.5 ms [2020-12-22 19:11:43 main:574] : INFO : Epoch 1000 | loss: 0.0310944 | val_loss: 0.0311435 | Time: 10258.9 ms [2020-12-22 19:11:53 main:574] : INFO : Epoch 1001 | loss: 0.0310945 | val_loss: 0.0311391 | Time: 10207 ms [2020-12-22 19:12:03 main:574] : INFO : Epoch 1002 | loss: 0.0310955 | val_loss: 0.0311397 | Time: 10147.8 ms [2020-12-22 19:12:13 main:574] : INFO : Epoch 1003 | loss: 0.0310957 | val_loss: 0.0311405 | Time: 9901.04 ms [2020-12-22 19:12:23 main:574] : INFO : Epoch 1004 | loss: 0.0310914 | val_loss: 0.0311354 | Time: 10662.8 ms [2020-12-22 19:12:34 main:574] : INFO : Epoch 1005 | loss: 0.0310909 | val_loss: 0.0311392 | Time: 10087.5 ms [2020-12-22 19:12:44 main:574] : INFO : Epoch 1006 | loss: 0.031093 | val_loss: 0.0311388 | Time: 10467.3 ms [2020-12-22 19:12:54 main:574] : INFO : Epoch 1007 | loss: 0.0310916 | val_loss: 0.0311363 | Time: 10031.5 ms [2020-12-22 19:13:04 main:574] : INFO : Epoch 1008 | loss: 0.0310897 | val_loss: 0.0311383 | Time: 10403.5 ms [2020-12-22 19:13:14 main:574] : INFO : Epoch 1009 | loss: 0.0310875 | val_loss: 0.0311354 | Time: 9484.72 ms [2020-12-22 19:13:25 main:574] : INFO : Epoch 1010 | loss: 0.0310883 | val_loss: 0.0311443 | Time: 10588 ms [2020-12-22 19:13:34 main:574] : INFO : Epoch 1011 | loss: 0.031092 | val_loss: 0.0311466 | Time: 9845.86 ms [2020-12-22 19:13:44 main:574] : INFO : Epoch 1012 | loss: 0.0310876 | val_loss: 0.0311399 | Time: 10122 ms [2020-12-22 19:13:54 main:574] : INFO : Epoch 1013 | loss: 0.0310851 | val_loss: 0.0311459 | Time: 9679.24 ms [2020-12-22 19:14:04 main:574] : INFO : Epoch 1014 | loss: 0.0310867 | val_loss: 0.0311413 | Time: 10225.2 ms [2020-12-22 19:14:14 main:574] : INFO : Epoch 1015 | loss: 0.0310859 | val_loss: 0.0311397 | Time: 9819.61 ms [2020-12-22 19:14:24 main:574] : INFO : Epoch 1016 | loss: 0.0310861 | val_loss: 0.031142 | Time: 10179.1 ms [2020-12-22 19:14:35 main:574] : INFO : Epoch 1017 | loss: 0.0310848 | val_loss: 0.0311387 | Time: 10483.3 ms [2020-12-22 19:14:45 main:574] : INFO : Epoch 1018 | loss: 0.031088 | val_loss: 0.0311405 | Time: 10039.1 ms [2020-12-22 19:14:55 main:574] : INFO : Epoch 1019 | loss: 0.0310904 | val_loss: 0.0311469 | Time: 10422.3 ms [2020-12-22 19:15:05 main:574] : INFO : Epoch 1020 | loss: 0.0310881 | val_loss: 0.0311417 | Time: 9876.56 ms [2020-12-22 19:15:15 main:574] : INFO : Epoch 1021 | loss: 0.0310884 | val_loss: 0.0311383 | Time: 10072.5 ms [2020-12-22 19:15:25 main:574] : INFO : Epoch 1022 | loss: 0.0310906 | val_loss: 0.0311468 | Time: 9713.09 ms [2020-12-22 19:15:35 main:574] : INFO : Epoch 1023 | loss: 0.031091 | val_loss: 0.0311462 | Time: 10292.5 ms [2020-12-22 19:15:45 main:574] : INFO : Epoch 1024 | loss: 0.0310886 | val_loss: 0.0311429 | Time: 9983.49 ms [2020-12-22 19:15:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311429 [2020-12-22 19:15:46 main:603] : INFO : Saving end state to config to file [2020-12-22 19:15:46 main:608] : INFO : Success, exiting.. 19:15:46 (3920): 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)