Task 3158375
| Name | EightBitModified-1605455566-32391-3_0 |
| Workunit | 1459515 |
| Created | 2 Dec 2020, 6:57:40 UTC |
| Sent | 3 Dec 2020, 19:55:49 UTC |
| Report deadline | 10 Dec 2020, 19:55:49 UTC |
| Received | 4 Dec 2020, 9:42:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 27 min 59 sec |
| CPU time | 27 min 57 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.00035459 | val_loss: 0.000277459 | Time: 1636.57 ms
[2020-12-04 03:57:10 main:581] : INFO : Epoch 527 | loss: 0.00025957 | val_loss: 0.000250513 | Time: 1637.42 ms
[2020-12-04 03:57:12 main:581] : INFO : Epoch 528 | loss: 0.000240998 | val_loss: 0.00024267 | Time: 1636.11 ms
[2020-12-04 03:57:13 main:581] : INFO : Epoch 529 | loss: 0.000236526 | val_loss: 0.000239994 | Time: 1643.51 ms
[2020-12-04 03:57:15 main:581] : INFO : Epoch 530 | loss: 0.000234974 | val_loss: 0.000238973 | Time: 1639.17 ms
[2020-12-04 03:57:17 main:581] : INFO : Epoch 531 | loss: 0.000234203 | val_loss: 0.000238316 | Time: 1639.39 ms
[2020-12-04 03:57:18 main:581] : INFO : Epoch 532 | loss: 0.000233698 | val_loss: 0.000237841 | Time: 1642.27 ms
[2020-12-04 03:57:20 main:581] : INFO : Epoch 533 | loss: 0.000233165 | val_loss: 0.000237464 | Time: 1638.91 ms
[2020-12-04 03:57:21 main:581] : INFO : Epoch 534 | loss: 0.000232783 | val_loss: 0.000237117 | Time: 1636.16 ms
[2020-12-04 03:57:23 main:581] : INFO : Epoch 535 | loss: 0.000232521 | val_loss: 0.000236858 | Time: 1643.18 ms
[2020-12-04 03:57:25 main:581] : INFO : Epoch 536 | loss: 0.000232199 | val_loss: 0.000236642 | Time: 1642.57 ms
[2020-12-04 03:57:26 main:581] : INFO : Epoch 537 | loss: 0.000231946 | val_loss: 0.000236358 | Time: 1642.5 ms
[2020-12-04 03:57:28 main:581] : INFO : Epoch 538 | loss: 0.000231921 | val_loss: 0.000236558 | Time: 1635.55 ms
[2020-12-04 03:57:30 main:581] : INFO : Epoch 539 | loss: 0.000231755 | val_loss: 0.000236049 | Time: 1645.26 ms
[2020-12-04 03:57:31 main:581] : INFO : Epoch 540 | loss: 0.000231499 | val_loss: 0.000235996 | Time: 1640.28 ms
[2020-12-04 03:57:33 main:581] : INFO : Epoch 541 | loss: 0.000231522 | val_loss: 0.00023596 | Time: 1635.53 ms
[2020-12-04 03:57:35 main:581] : INFO : Epoch 542 | loss: 0.000231582 | val_loss: 0.000236165 | Time: 1641.46 ms
[2020-12-04 03:57:36 main:581] : INFO : Epoch 543 | loss: 0.000231194 | val_loss: 0.000235528 | Time: 1640.88 ms
[2020-12-04 03:57:38 main:581] : INFO : Epoch 544 | loss: 0.000230905 | val_loss: 0.000235427 | Time: 1632.51 ms
[2020-12-04 03:57:39 main:581] : INFO : Epoch 545 | loss: 0.000231634 | val_loss: 0.000240934 | Time: 1636.78 ms
[2020-12-04 03:57:41 main:581] : INFO : Epoch 546 | loss: 0.00025009 | val_loss: 0.000248906 | Time: 1637.97 ms
[2020-12-04 03:57:43 main:581] : INFO : Epoch 547 | loss: 0.000235981 | val_loss: 0.000239418 | Time: 1647.71 ms
[2020-12-04 03:57:44 main:581] : INFO : Epoch 548 | loss: 0.000232266 | val_loss: 0.000235808 | Time: 1648.87 ms
[2020-12-04 03:57:46 main:581] : INFO : Epoch 549 | loss: 0.000230849 | val_loss: 0.000235393 | Time: 1639.19 ms
[2020-12-04 03:57:48 main:581] : INFO : Epoch 550 | loss: 0.000230754 | val_loss: 0.000235218 | Time: 1639.44 ms
[2020-12-04 03:57:49 main:581] : INFO : Epoch 551 | loss: 0.000230594 | val_loss: 0.000235046 | Time: 1638.17 ms
[2020-12-04 03:57:51 main:581] : INFO : Epoch 552 | loss: 0.000230834 | val_loss: 0.0002356 | Time: 1634.18 ms
[2020-12-04 03:57:53 main:581] : INFO : Epoch 553 | loss: 0.000230818 | val_loss: 0.000236583 | Time: 1643.08 ms
[2020-12-04 03:57:54 main:581] : INFO : Epoch 554 | loss: 0.000243488 | val_loss: 0.000236087 | Time: 1634.02 ms
[2020-12-04 03:57:56 main:581] : INFO : Epoch 555 | loss: 0.000233585 | val_loss: 0.000237091 | Time: 1633.25 ms
[2020-12-04 03:57:58 main:581] : INFO : Epoch 556 | loss: 0.00023062 | val_loss: 0.000234794 | Time: 1636.94 ms
[2020-12-04 03:57:59 main:581] : INFO : Epoch 557 | loss: 0.000230533 | val_loss: 0.000234696 | Time: 1644.24 ms
[2020-12-04 03:58:01 main:581] : INFO : Epoch 558 | loss: 0.000230206 | val_loss: 0.000234886 | Time: 1651.92 ms
[2020-12-04 03:58:02 main:581] : INFO : Epoch 559 | loss: 0.000230123 | val_loss: 0.00023491 | Time: 1635.68 ms
[2020-12-04 03:58:04 main:581] : INFO : Epoch 560 | loss: 0.000249649 | val_loss: 0.000263261 | Time: 1641.76 ms
[2020-12-04 03:58:06 main:581] : INFO : Epoch 561 | loss: 0.000240428 | val_loss: 0.000237074 | Time: 1633.51 ms
[2020-12-04 03:58:07 main:581] : INFO : Epoch 562 | loss: 0.000233138 | val_loss: 0.000235588 | Time: 1636.41 ms
[2020-12-04 03:58:09 main:581] : INFO : Epoch 563 | loss: 0.000230622 | val_loss: 0.000234693 | Time: 1643.77 ms
[2020-12-04 03:58:11 main:581] : INFO : Epoch 564 | loss: 0.000229784 | val_loss: 0.000234225 | Time: 1647.47 ms
[2020-12-04 03:58:12 main:581] : INFO : Epoch 565 | loss: 0.000231245 | val_loss: 0.000239182 | Time: 1638.41 ms
[2020-12-04 03:58:14 main:581] : INFO : Epoch 566 | loss: 0.000237541 | val_loss: 0.000236181 | Time: 1635.76 ms
[2020-12-04 03:58:16 main:581] : INFO : Epoch 567 | loss: 0.000232118 | val_loss: 0.00023548 | Time: 1641 ms
[2020-12-04 03:58:17 main:581] : INFO : Epoch 568 | loss: 0.000231617 | val_loss: 0.000235888 | Time: 1641.68 ms
[2020-12-04 03:58:19 main:581] : INFO : Epoch 569 | loss: 0.000230966 | val_loss: 0.000240873 | Time: 1636.85 ms
[2020-12-04 03:58:20 main:581] : INFO : Epoch 570 | loss: 0.000246291 | val_loss: 0.000243796 | Time: 1644.83 ms
[2020-12-04 03:58:22 main:581] : INFO : Epoch 571 | loss: 0.00023419 | val_loss: 0.000238527 | Time: 1645.17 ms
[2020-12-04 03:58:24 main:581] : INFO : Epoch 572 | loss: 0.000231299 | val_loss: 0.000235061 | Time: 1645.24 ms
[2020-12-04 03:58:25 main:581] : INFO : Epoch 573 | loss: 0.000230354 | val_loss: 0.000234892 | Time: 1630.69 ms
[2020-12-04 03:58:27 main:581] : INFO : Epoch 574 | loss: 0.000229964 | val_loss: 0.000236227 | Time: 1636.64 ms
[2020-12-04 03:58:29 main:581] : INFO : Epoch 575 | loss: 0.000233377 | val_loss: 0.000234543 | Time: 1635.76 ms
[2020-12-04 03:58:30 main:581] : INFO : Epoch 576 | loss: 0.000242911 | val_loss: 0.000292942 | Time: 1632.92 ms
[2020-12-04 03:58:32 main:581] : INFO : Epoch 577 | loss: 0.000248112 | val_loss: 0.000242062 | Time: 1642.68 ms
[2020-12-04 03:58:34 main:581] : INFO : Epoch 578 | loss: 0.00023269 | val_loss: 0.000235682 | Time: 1642.65 ms
[2020-12-04 03:58:35 main:581] : INFO : Epoch 579 | loss: 0.000230254 | val_loss: 0.000233773 | Time: 1640.16 ms
[2020-12-04 03:58:37 main:581] : INFO : Epoch 580 | loss: 0.000230664 | val_loss: 0.000236091 | Time: 1638.43 ms
[2020-12-04 03:58:39 main:581] : INFO : Epoch 581 | loss: 0.000234106 | val_loss: 0.000240397 | Time: 1640.26 ms
[2020-12-04 03:58:40 main:581] : INFO : Epoch 582 | loss: 0.000235609 | val_loss: 0.000238696 | Time: 1640.21 ms
[2020-12-04 03:58:42 main:581] : INFO : Epoch 583 | loss: 0.000232361 | val_loss: 0.000237056 | Time: 1636.2 ms
[2020-12-04 03:58:43 main:581] : INFO : Epoch 584 | loss: 0.000231338 | val_loss: 0.000234393 | Time: 1644.53 ms
[2020-12-04 03:58:45 main:581] : INFO : Epoch 585 | loss: 0.000231217 | val_loss: 0.000238522 | Time: 1638.82 ms
[2020-12-04 03:58:47 main:581] : INFO : Epoch 586 | loss: 0.000241017 | val_loss: 0.00024041 | Time: 1632.54 ms
[2020-12-04 03:58:48 main:581] : INFO : Epoch 587 | loss: 0.000235873 | val_loss: 0.000243632 | Time: 1633.21 ms
[2020-12-04 03:58:50 main:581] : INFO : Epoch 588 | loss: 0.000238099 | val_loss: 0.000239266 | Time: 1635.56 ms
[2020-12-04 03:58:52 main:581] : INFO : Epoch 589 | loss: 0.00023443 | val_loss: 0.000237862 | Time: 1637.94 ms
[2020-12-04 03:58:53 main:581] : INFO : Epoch 590 | loss: 0.000233319 | val_loss: 0.000240608 | Time: 1634.51 ms
[2020-12-04 03:58:55 main:581] : INFO : Epoch 591 | loss: 0.000232108 | val_loss: 0.000235944 | Time: 1639.25 ms
[2020-12-04 03:58:57 main:581] : INFO : Epoch 592 | loss: 0.000231005 | val_loss: 0.000235635 | Time: 1638.35 ms
[2020-12-04 03:58:58 main:581] : INFO : Epoch 593 | loss: 0.000242364 | val_loss: 0.000286021 | Time: 1639.27 ms
[2020-12-04 03:59:00 main:581] : INFO : Epoch 594 | loss: 0.000248917 | val_loss: 0.000241584 | Time: 1637.64 ms
[2020-12-04 03:59:01 main:581] : INFO : Epoch 595 | loss: 0.000233646 | val_loss: 0.0002364 | Time: 1640.61 ms
[2020-12-04 03:59:03 main:581] : INFO : Epoch 596 | loss: 0.000232214 | val_loss: 0.000244348 | Time: 1633.77 ms
[2020-12-04 03:59:05 main:581] : INFO : Epoch 597 | loss: 0.000239978 | val_loss: 0.000241388 | Time: 1633.85 ms
[2020-12-04 03:59:06 main:581] : INFO : Epoch 598 | loss: 0.000232611 | val_loss: 0.000235036 | Time: 1638.22 ms
[2020-12-04 03:59:08 main:581] : INFO : Epoch 599 | loss: 0.000233191 | val_loss: 0.00023747 | Time: 1644.67 ms
[2020-12-04 03:59:10 main:581] : INFO : Epoch 600 | loss: 0.000235758 | val_loss: 0.000238276 | Time: 1641.87 ms
[2020-12-04 03:59:11 main:581] : INFO : Epoch 601 | loss: 0.000232466 | val_loss: 0.000236543 | Time: 1633.32 ms
[2020-12-04 03:59:13 main:581] : INFO : Epoch 602 | loss: 0.000250232 | val_loss: 0.00025982 | Time: 1643.57 ms
[2020-12-04 03:59:15 main:581] : INFO : Epoch 603 | loss: 0.000240423 | val_loss: 0.000238052 | Time: 1638.82 ms
[2020-12-04 03:59:16 main:581] : INFO : Epoch 604 | loss: 0.000232058 | val_loss: 0.000236658 | Time: 1636.97 ms
[2020-12-04 03:59:18 main:581] : INFO : Epoch 605 | loss: 0.000234704 | val_loss: 0.00024007 | Time: 1641.41 ms
[2020-12-04 03:59:19 main:581] : INFO : Epoch 606 | loss: 0.000233198 | val_loss: 0.000236796 | Time: 1641.57 ms
[2020-12-04 03:59:21 main:581] : INFO : Epoch 607 | loss: 0.000232059 | val_loss: 0.000237588 | Time: 1632.01 ms
[2020-12-04 03:59:23 main:581] : INFO : Epoch 608 | loss: 0.000235533 | val_loss: 0.000241403 | Time: 1637.94 ms
[2020-12-04 03:59:24 main:581] : INFO : Epoch 609 | loss: 0.000238473 | val_loss: 0.00025364 | Time: 1637.3 ms
[2020-12-04 03:59:26 main:581] : INFO : Epoch 610 | loss: 0.000238319 | val_loss: 0.000241407 | Time: 1639.9 ms
[2020-12-04 03:59:28 main:581] : INFO : Epoch 611 | loss: 0.000235133 | val_loss: 0.000242489 | Time: 1636.15 ms
[2020-12-04 03:59:29 main:581] : INFO : Epoch 612 | loss: 0.00023429 | val_loss: 0.000236122 | Time: 1636.97 ms
[2020-12-04 03:59:31 main:581] : INFO : Epoch 613 | loss: 0.000231232 | val_loss: 0.000235974 | Time: 1638.05 ms
[2020-12-04 03:59:33 main:581] : INFO : Epoch 614 | loss: 0.000240976 | val_loss: 0.00023869 | Time: 1633.19 ms
[2020-12-04 03:59:34 main:581] : INFO : Epoch 615 | loss: 0.000240435 | val_loss: 0.000259864 | Time: 1632.15 ms
[2020-12-04 03:59:36 main:581] : INFO : Epoch 616 | loss: 0.000244395 | val_loss: 0.000238245 | Time: 1639.67 ms
[2020-12-04 03:59:37 main:581] : INFO : Epoch 617 | loss: 0.000235823 | val_loss: 0.00023701 | Time: 1640.85 ms
[2020-12-04 03:59:39 main:581] : INFO : Epoch 618 | loss: 0.000233241 | val_loss: 0.000240079 | Time: 1627.19 ms
[2020-12-04 03:59:41 main:581] : INFO : Epoch 619 | loss: 0.000236097 | val_loss: 0.000240171 | Time: 1615.18 ms
[2020-12-04 03:59:42 main:581] : INFO : Epoch 620 | loss: 0.000232996 | val_loss: 0.000236281 | Time: 1615.3 ms
[2020-12-04 03:59:44 main:581] : INFO : Epoch 621 | loss: 0.000235077 | val_loss: 0.000247785 | Time: 1622 ms
[2020-12-04 03:59:46 main:581] : INFO : Epoch 622 | loss: 0.000242125 | val_loss: 0.000238758 | Time: 1615.65 ms
[2020-12-04 03:59:47 main:581] : INFO : Epoch 623 | loss: 0.000232358 | val_loss: 0.000236925 | Time: 1616.59 ms
[2020-12-04 03:59:49 main:581] : INFO : Epoch 624 | loss: 0.000233605 | val_loss: 0.000244505 | Time: 1615.95 ms
[2020-12-04 03:59:50 main:581] : INFO : Epoch 625 | loss: 0.000238102 | val_loss: 0.00023752 | Time: 1614.18 ms
[2020-12-04 03:59:52 main:581] : INFO : Epoch 626 | loss: 0.000237981 | val_loss: 0.000252507 | Time: 1620.46 ms
[2020-12-04 03:59:54 main:581] : INFO : Epoch 627 | loss: 0.000244047 | val_loss: 0.000243213 | Time: 1614.51 ms
[2020-12-04 03:59:55 main:581] : INFO : Epoch 628 | loss: 0.000237353 | val_loss: 0.00023898 | Time: 1614.58 ms
[2020-12-04 03:59:57 main:581] : INFO : Epoch 629 | loss: 0.000234651 | val_loss: 0.000239025 | Time: 1618.34 ms
[2020-12-04 03:59:59 main:581] : INFO : Epoch 630 | loss: 0.000234265 | val_loss: 0.000240189 | Time: 1616.84 ms
[2020-12-04 04:00:00 main:581] : INFO : Epoch 631 | loss: 0.000235088 | val_loss: 0.00023817 | Time: 1635.19 ms
[2020-12-04 04:00:02 main:581] : INFO : Epoch 632 | loss: 0.000236866 | val_loss: 0.000244414 | Time: 1615.35 ms
[2020-12-04 04:00:03 main:581] : INFO : Epoch 633 | loss: 0.000236085 | val_loss: 0.000245811 | Time: 1616 ms
[2020-12-04 04:00:05 main:581] : INFO : Epoch 634 | loss: 0.000251668 | val_loss: 0.000259644 | Time: 1613.34 ms
[2020-12-04 04:00:07 main:581] : INFO : Epoch 635 | loss: 0.000241467 | val_loss: 0.000241736 | Time: 1621 ms
[2020-12-04 04:00:08 main:581] : INFO : Epoch 636 | loss: 0.000233728 | val_loss: 0.00023482 | Time: 1619.04 ms
[2020-12-04 04:00:10 main:581] : INFO : Epoch 637 | loss: 0.000231926 | val_loss: 0.000237601 | Time: 1620.62 ms
[2020-12-04 04:00:11 main:581] : INFO : Epoch 638 | loss: 0.000246986 | val_loss: 0.000245481 | Time: 1615.92 ms
[2020-12-04 04:00:13 main:581] : INFO : Epoch 639 | loss: 0.000238272 | val_loss: 0.000240046 | Time: 1619.77 ms
[2020-12-04 04:00:15 main:581] : INFO : Epoch 640 | loss: 0.000233661 | val_loss: 0.000239726 | Time: 1615.83 ms
[2020-12-04 04:00:16 main:581] : INFO : Epoch 641 | loss: 0.000245485 | val_loss: 0.000245394 | Time: 1611.67 ms
[2020-12-04 04:00:18 main:581] : INFO : Epoch 642 | loss: 0.000236779 | val_loss: 0.000237058 | Time: 1620.01 ms
[2020-12-04 04:00:20 main:581] : INFO : Epoch 643 | loss: 0.000232397 | val_loss: 0.000236117 | Time: 1618.06 ms
[2020-12-04 04:00:21 main:581] : INFO : Epoch 644 | loss: 0.000232454 | val_loss: 0.000236529 | Time: 1616.65 ms
[2020-12-04 04:00:23 main:581] : INFO : Epoch 645 | loss: 0.000234788 | val_loss: 0.00024562 | Time: 1616.89 ms
[2020-12-04 04:00:24 main:581] : INFO : Epoch 646 | loss: 0.000237431 | val_loss: 0.000241949 | Time: 1616.31 ms
[2020-12-04 04:00:26 main:581] : INFO : Epoch 647 | loss: 0.000243882 | val_loss: 0.000242867 | Time: 1610.7 ms
[2020-12-04 04:00:28 main:581] : INFO : Epoch 648 | loss: 0.00023759 | val_loss: 0.000240377 | Time: 1613.95 ms
[2020-12-04 04:00:29 main:581] : INFO : Epoch 649 | loss: 0.000235458 | val_loss: 0.000246252 | Time: 1621.31 ms
[2020-12-04 04:00:31 main:581] : INFO : Epoch 650 | loss: 0.000250001 | val_loss: 0.00024323 | Time: 1615.94 ms
[2020-12-04 04:00:32 main:581] : INFO : Epoch 651 | loss: 0.000236777 | val_loss: 0.000240248 | Time: 1624.65 ms
[2020-12-04 04:00:34 main:581] : INFO : Epoch 652 | loss: 0.000242974 | val_loss: 0.000252698 | Time: 1620.58 ms
[2020-12-04 04:00:36 main:581] : INFO : Epoch 653 | loss: 0.000236167 | val_loss: 0.000236727 | Time: 1616.97 ms
[2020-12-04 04:00:37 main:581] : INFO : Epoch 654 | loss: 0.000232496 | val_loss: 0.000235655 | Time: 1620.09 ms
[2020-12-04 04:00:39 main:581] : INFO : Epoch 655 | loss: 0.00023159 | val_loss: 0.000237713 | Time: 1616.02 ms
[2020-12-04 04:00:41 main:581] : INFO : Epoch 656 | loss: 0.000240994 | val_loss: 0.000247068 | Time: 1615.83 ms
[2020-12-04 04:00:42 main:581] : INFO : Epoch 657 | loss: 0.000241413 | val_loss: 0.000242932 | Time: 1616.43 ms
[2020-12-04 04:00:44 main:581] : INFO : Epoch 658 | loss: 0.000243276 | val_loss: 0.000262827 | Time: 1619.78 ms
[2020-12-04 04:00:45 main:581] : INFO : Epoch 659 | loss: 0.000244249 | val_loss: 0.000241912 | Time: 1619.21 ms
[2020-12-04 04:00:47 main:581] : INFO : Epoch 660 | loss: 0.000234712 | val_loss: 0.000238009 | Time: 1620.56 ms
[2020-12-04 04:00:49 main:581] : INFO : Epoch 661 | loss: 0.000237745 | val_loss: 0.000243825 | Time: 1622.4 ms
[2020-12-04 04:00:50 main:581] : INFO : Epoch 662 | loss: 0.00023374 | val_loss: 0.000236923 | Time: 1615.66 ms
[2020-12-04 04:00:52 main:581] : INFO : Epoch 663 | loss: 0.000232789 | val_loss: 0.000238546 | Time: 1619.17 ms
[2020-12-04 04:00:54 main:581] : INFO : Epoch 664 | loss: 0.000236975 | val_loss: 0.000250618 | Time: 1615.08 ms
[2020-12-04 04:00:55 main:581] : INFO : Epoch 665 | loss: 0.00024238 | val_loss: 0.000242651 | Time: 1624.78 ms
[2020-12-04 04:00:57 main:581] : INFO : Epoch 666 | loss: 0.000242965 | val_loss: 0.000261966 | Time: 1620.44 ms
[2020-12-04 04:00:58 main:581] : INFO : Epoch 667 | loss: 0.000243903 | val_loss: 0.000245871 | Time: 1617.77 ms
[2020-12-04 04:01:00 main:581] : INFO : Epoch 668 | loss: 0.000240435 | val_loss: 0.000248548 | Time: 1635.86 ms
[2020-12-04 04:01:02 main:581] : INFO : Epoch 669 | loss: 0.000241169 | val_loss: 0.000241804 | Time: 1608.83 ms
[2020-12-04 04:01:03 main:581] : INFO : Epoch 670 | loss: 0.000235204 | val_loss: 0.000237993 | Time: 1621.17 ms
[2020-12-04 04:01:05 main:581] : INFO : Epoch 671 | loss: 0.000235525 | val_loss: 0.000243243 | Time: 1617.23 ms
[2020-12-04 04:01:06 main:581] : INFO : Epoch 672 | loss: 0.000245488 | val_loss: 0.000255698 | Time: 1620.05 ms
[2020-12-04 04:01:08 main:581] : INFO : Epoch 673 | loss: 0.000239935 | val_loss: 0.000240272 | Time: 1624.56 ms
[2020-12-04 04:01:10 main:581] : INFO : Epoch 674 | loss: 0.000235454 | val_loss: 0.000238074 | Time: 1617.67 ms
[2020-12-04 04:01:11 main:581] : INFO : Epoch 675 | loss: 0.000233544 | val_loss: 0.00023677 | Time: 1613.54 ms
[2020-12-04 04:01:13 main:581] : INFO : Epoch 676 | loss: 0.000238897 | val_loss: 0.000250837 | Time: 1620.27 ms
[2020-12-04 04:01:15 main:581] : INFO : Epoch 677 | loss: 0.000239963 | val_loss: 0.00025257 | Time: 1622.99 ms
[2020-12-04 04:01:16 main:581] : INFO : Epoch 678 | loss: 0.000243796 | val_loss: 0.000247177 | Time: 1619.77 ms
[2020-12-04 04:01:18 main:581] : INFO : Epoch 679 | loss: 0.000238139 | val_loss: 0.000241178 | Time: 1620.91 ms
[2020-12-04 04:01:19 main:581] : INFO : Epoch 680 | loss: 0.000234665 | val_loss: 0.00023844 | Time: 1625.09 ms
[2020-12-04 04:01:21 main:581] : INFO : Epoch 681 | loss: 0.000240297 | val_loss: 0.000243516 | Time: 1620.85 ms
[2020-12-04 04:01:23 main:581] : INFO : Epoch 682 | loss: 0.000239762 | val_loss: 0.000248473 | Time: 1624.03 ms
[2020-12-04 04:01:24 main:581] : INFO : Epoch 683 | loss: 0.000246768 | val_loss: 0.000245081 | Time: 1623.37 ms
[2020-12-04 04:01:26 main:581] : INFO : Epoch 684 | loss: 0.000234326 | val_loss: 0.000237233 | Time: 1629.24 ms
[2020-12-04 04:01:28 main:581] : INFO : Epoch 685 | loss: 0.000234836 | val_loss: 0.000240028 | Time: 1646.76 ms
[2020-12-04 04:01:29 main:581] : INFO : Epoch 686 | loss: 0.000244052 | val_loss: 0.000249294 | Time: 1639 ms
[2020-12-04 04:01:31 main:581] : INFO : Epoch 687 | loss: 0.000242673 | val_loss: 0.000243691 | Time: 1638.65 ms
[2020-12-04 04:01:33 main:581] : INFO : Epoch 688 | loss: 0.000236027 | val_loss: 0.000240043 | Time: 1641.15 ms
[2020-12-04 04:01:34 main:581] : INFO : Epoch 689 | loss: 0.00023411 | val_loss: 0.0002396 | Time: 1643.41 ms
[2020-12-04 04:01:36 main:581] : INFO : Epoch 690 | loss: 0.00024294 | val_loss: 0.000248977 | Time: 1645.29 ms
[2020-12-04 04:01:37 main:581] : INFO : Epoch 691 | loss: 0.000245025 | val_loss: 0.000245863 | Time: 1640.79 ms
[2020-12-04 04:01:39 main:581] : INFO : Epoch 692 | loss: 0.000237113 | val_loss: 0.000239817 | Time: 1647.08 ms
[2020-12-04 04:01:41 main:581] : INFO : Epoch 693 | loss: 0.000236946 | val_loss: 0.000242229 | Time: 1649.98 ms
[2020-12-04 04:01:42 main:581] : INFO : Epoch 694 | loss: 0.000238072 | val_loss: 0.000248453 | Time: 1651.07 ms
[2020-12-04 04:01:44 main:581] : INFO : Epoch 695 | loss: 0.000242672 | val_loss: 0.000242263 | Time: 1625.59 ms
[2020-12-04 04:01:46 main:581] : INFO : Epoch 696 | loss: 0.000239454 | val_loss: 0.000246996 | Time: 1625.79 ms
[2020-12-04 04:01:47 main:581] : INFO : Epoch 697 | loss: 0.000236937 | val_loss: 0.000241047 | Time: 1623.41 ms
[2020-12-04 04:01:49 main:581] : INFO : Epoch 698 | loss: 0.000233906 | val_loss: 0.000244345 | Time: 1627.33 ms
[2020-12-04 04:01:51 main:581] : INFO : Epoch 699 | loss: 0.000245679 | val_loss: 0.000252783 | Time: 1627.76 ms
[2020-12-04 04:01:52 main:581] : INFO : Epoch 700 | loss: 0.000241396 | val_loss: 0.00024061 | Time: 1627.02 ms
[2020-12-04 04:01:54 main:581] : INFO : Epoch 701 | loss: 0.000235109 | val_loss: 0.000242838 | Time: 1632.36 ms
[2020-12-04 04:01:55 main:581] : INFO : Epoch 702 | loss: 0.000250461 | val_loss: 0.000245468 | Time: 1621.05 ms
[2020-12-04 04:01:57 main:581] : INFO : Epoch 703 | loss: 0.000239501 | val_loss: 0.000242252 | Time: 1622 ms
[2020-12-04 04:01:59 main:581] : INFO : Epoch 704 | loss: 0.000236128 | val_loss: 0.000239596 | Time: 1626.66 ms
[2020-12-04 04:02:00 main:581] : INFO : Epoch 705 | loss: 0.000235113 | val_loss: 0.000239303 | Time: 1635.8 ms
[2020-12-04 04:02:02 main:581] : INFO : Epoch 706 | loss: 0.000234637 | val_loss: 0.000238279 | Time: 1633.61 ms
[2020-12-04 04:02:04 main:581] : INFO : Epoch 707 | loss: 0.00023371 | val_loss: 0.000240482 | Time: 1633.27 ms
[2020-12-04 04:02:05 main:581] : INFO : Epoch 708 | loss: 0.000243181 | val_loss: 0.000247826 | Time: 1631.38 ms
[2020-12-04 04:02:07 main:581] : INFO : Epoch 709 | loss: 0.000238952 | val_loss: 0.000243504 | Time: 1621.45 ms
[2020-12-04 04:02:08 main:581] : INFO : Epoch 710 | loss: 0.000255333 | val_loss: 0.000254906 | Time: 1621.76 ms
[2020-12-04 04:02:10 main:581] : INFO : Epoch 711 | loss: 0.00024194 | val_loss: 0.000241354 | Time: 1634.11 ms
[2020-12-04 04:02:12 main:581] : INFO : Epoch 712 | loss: 0.000233971 | val_loss: 0.000239378 | Time: 1628.24 ms
[2020-12-04 04:02:13 main:581] : INFO : Epoch 713 | loss: 0.000234799 | val_loss: 0.00023755 | Time: 1631.56 ms
[2020-12-04 04:02:15 main:581] : INFO : Epoch 714 | loss: 0.000232573 | val_loss: 0.000238087 | Time: 1631.78 ms
[2020-12-04 04:02:17 main:581] : INFO : Epoch 715 | loss: 0.000247796 | val_loss: 0.000274588 | Time: 1626.32 ms
[2020-12-04 04:02:18 main:581] : INFO : Epoch 716 | loss: 0.00024585 | val_loss: 0.000242101 | Time: 1622.07 ms
[2020-12-04 04:02:20 main:581] : INFO : Epoch 717 | loss: 0.000234583 | val_loss: 0.000237827 | Time: 1626.41 ms
[2020-12-04 04:02:21 main:581] : INFO : Epoch 718 | loss: 0.000236145 | val_loss: 0.000244037 | Time: 1629.35 ms
[2020-12-04 04:02:23 main:581] : INFO : Epoch 719 | loss: 0.000237034 | val_loss: 0.000244153 | Time: 1628.86 ms
[2020-12-04 04:02:25 main:581] : INFO : Epoch 720 | loss: 0.000237988 | val_loss: 0.000244246 | Time: 1636.15 ms
[2020-12-04 04:02:26 main:581] : INFO : Epoch 721 | loss: 0.00023629 | val_loss: 0.000240322 | Time: 1629.94 ms
[2020-12-04 04:02:28 main:581] : INFO : Epoch 722 | loss: 0.000239209 | val_loss: 0.000249145 | Time: 1634.05 ms
[2020-12-04 04:02:30 main:581] : INFO : Epoch 723 | loss: 0.000244653 | val_loss: 0.000242353 | Time: 1620.81 ms
[2020-12-04 04:02:31 main:581] : INFO : Epoch 724 | loss: 0.000236425 | val_loss: 0.000242306 | Time: 1624.35 ms
[2020-12-04 04:02:33 main:581] : INFO : Epoch 725 | loss: 0.000250189 | val_loss: 0.000244892 | Time: 1627.28 ms
[2020-12-04 04:02:35 main:581] : INFO : Epoch 726 | loss: 0.000236993 | val_loss: 0.000237906 | Time: 1624.37 ms
[2020-12-04 04:02:36 main:581] : INFO : Epoch 727 | loss: 0.000234106 | val_loss: 0.000239897 | Time: 1623.44 ms
[2020-12-04 04:02:38 main:581] : INFO : Epoch 728 | loss: 0.000237838 | val_loss: 0.000239205 | Time: 1632.58 ms
[2020-12-04 04:02:39 main:581] : INFO : Epoch 729 | loss: 0.000240848 | val_loss: 0.000264552 | Time: 1632.48 ms
[2020-12-04 04:02:41 main:581] : INFO : Epoch 730 | loss: 0.000249675 | val_loss: 0.000244729 | Time: 1622.27 ms
[2020-12-04 04:02:43 main:581] : INFO : Epoch 731 | loss: 0.000237668 | val_loss: 0.000241148 | Time: 1625.8 ms
[2020-12-04 04:02:44 main:581] : INFO : Epoch 732 | loss: 0.00023452 | val_loss: 0.000237465 | Time: 1634.74 ms
[2020-12-04 04:02:46 main:581] : INFO : Epoch 733 | loss: 0.000234373 | val_loss: 0.000238309 | Time: 1628.46 ms
[2020-12-04 04:02:48 main:581] : INFO : Epoch 734 | loss: 0.000248439 | val_loss: 0.000266316 | Time: 1631.42 ms
[2020-12-04 04:02:49 main:581] : INFO : Epoch 735 | loss: 0.000248446 | val_loss: 0.000244524 | Time: 1628.17 ms
[2020-12-04 04:02:51 main:581] : INFO : Epoch 736 | loss: 0.00024701 | val_loss: 0.000245703 | Time: 1623.34 ms
[2020-12-04 04:02:52 main:581] : INFO : Epoch 737 | loss: 0.000272365 | val_loss: 0.000435439 | Time: 1625.93 ms
[2020-12-04 04:02:54 main:581] : INFO : Epoch 738 | loss: 0.000343758 | val_loss: 0.00030916 | Time: 1626.12 ms
[2020-12-04 04:02:56 main:581] : INFO : Epoch 739 | loss: 0.000268468 | val_loss: 0.00025098 | Time: 1625.91 ms
[2020-12-04 04:02:57 main:581] : INFO : Epoch 740 | loss: 0.000241643 | val_loss: 0.000241199 | Time: 1619.61 ms
[2020-12-04 04:02:59 main:581] : INFO : Epoch 741 | loss: 0.000236077 | val_loss: 0.000238763 | Time: 1627.23 ms
[2020-12-04 04:03:01 main:581] : INFO : Epoch 742 | loss: 0.000233805 | val_loss: 0.000236501 | Time: 1639.32 ms
[2020-12-04 04:03:02 main:581] : INFO : Epoch 743 | loss: 0.000232651 | val_loss: 0.000237503 | Time: 1631.7 ms
[2020-12-04 04:03:04 main:581] : INFO : Epoch 744 | loss: 0.000237735 | val_loss: 0.000243503 | Time: 1625.47 ms
[2020-12-04 04:03:05 main:581] : INFO : Epoch 745 | loss: 0.000236485 | val_loss: 0.000241849 | Time: 1623.4 ms
[2020-12-04 04:03:07 main:581] : INFO : Epoch 746 | loss: 0.00023628 | val_loss: 0.000239852 | Time: 1631.75 ms
[2020-12-04 04:03:09 main:581] : INFO : Epoch 747 | loss: 0.00023614 | val_loss: 0.000241201 | Time: 1628.75 ms
[2020-12-04 04:03:10 main:581] : INFO : Epoch 748 | loss: 0.000233611 | val_loss: 0.000238947 | Time: 1632.07 ms
[2020-12-04 04:03:12 main:581] : INFO : Epoch 749 | loss: 0.000235122 | val_loss: 0.000242045 | Time: 1637.31 ms
[2020-12-04 04:03:14 main:581] : INFO : Epoch 750 | loss: 0.000246732 | val_loss: 0.00024345 | Time: 1622.36 ms
[2020-12-04 04:03:15 main:581] : INFO : Epoch 751 | loss: 0.000239376 | val_loss: 0.000248675 | Time: 1622.21 ms
[2020-12-04 04:03:17 main:581] : INFO : Epoch 752 | loss: 0.000240142 | val_loss: 0.000239694 | Time: 1623.2 ms
[2020-12-04 04:03:18 main:581] : INFO : Epoch 753 | loss: 0.000238312 | val_loss: 0.000244071 | Time: 1625.35 ms
[2020-12-04 04:03:20 main:581] : INFO : Epoch 754 | loss: 0.000237811 | val_loss: 0.000242551 | Time: 1637.05 ms
[2020-12-04 04:03:22 main:581] : INFO : Epoch 755 | loss: 0.000238366 | val_loss: 0.00023735 | Time: 1638.65 ms
[2020-12-04 04:03:23 main:581] : INFO : Epoch 756 | loss: 0.000236964 | val_loss: 0.000244116 | Time: 1631.9 ms
[2020-12-04 04:03:25 main:581] : INFO : Epoch 757 | loss: 0.000252447 | val_loss: 0.000259731 | Time: 1632.41 ms
[2020-12-04 04:03:27 main:581] : INFO : Epoch 758 | loss: 0.000245403 | val_loss: 0.000242068 | Time: 1641.31 ms
[2020-12-04 04:03:28 main:581] : INFO : Epoch 759 | loss: 0.000235568 | val_loss: 0.000236804 | Time: 1645.71 ms
[2020-12-04 04:03:30 main:581] : INFO : Epoch 760 | loss: 0.000234553 | val_loss: 0.000245457 | Time: 1630.63 ms
[2020-12-04 04:03:32 main:581] : INFO : Epoch 761 | loss: 0.000239736 | val_loss: 0.000239525 | Time: 1636.93 ms
[2020-12-04 04:03:33 main:581] : INFO : Epoch 762 | loss: 0.000237864 | val_loss: 0.000241493 | Time: 1634.24 ms
[2020-12-04 04:03:35 main:581] : INFO : Epoch 763 | loss: 0.000238708 | val_loss: 0.000243162 | Time: 1633.87 ms
[2020-12-04 04:03:36 main:581] : INFO : Epoch 764 | loss: 0.000242222 | val_loss: 0.000246543 | Time: 1640.46 ms
[2020-12-04 04:03:38 main:581] : INFO : Epoch 765 | loss: 0.000240173 | val_loss: 0.000243996 | Time: 1641.89 ms
[2020-12-04 04:03:40 main:581] : INFO : Epoch 766 | loss: 0.00023631 | val_loss: 0.00023729 | Time: 1634.91 ms
[2020-12-04 04:03:41 main:581] : INFO : Epoch 767 | loss: 0.000234152 | val_loss: 0.000241797 | Time: 1638.95 ms
[2020-12-04 04:03:43 main:581] : INFO : Epoch 768 | loss: 0.000252857 | val_loss: 0.000248132 | Time: 1629.59 ms
[2020-12-04 04:03:45 main:581] : INFO : Epoch 769 | loss: 0.000243898 | val_loss: 0.000241068 | Time: 1636.56 ms
[2020-12-04 04:03:46 main:581] : INFO : Epoch 770 | loss: 0.000236328 | val_loss: 0.000237896 | Time: 1640.61 ms
[2020-12-04 04:03:48 main:581] : INFO : Epoch 771 | loss: 0.000234305 | val_loss: 0.000242836 | Time: 1641.5 ms
[2020-12-04 04:03:50 main:581] : INFO : Epoch 772 | loss: 0.000238204 | val_loss: 0.000240859 | Time: 1638.27 ms
[2020-12-04 04:03:51 main:581] : INFO : Epoch 773 | loss: 0.000246091 | val_loss: 0.000275722 | Time: 1637.55 ms
[2020-12-04 04:03:53 main:581] : INFO : Epoch 774 | loss: 0.000247308 | val_loss: 0.00024152 | Time: 1640.04 ms
[2020-12-04 04:03:54 main:581] : INFO : Epoch 775 | loss: 0.000234594 | val_loss: 0.000238225 | Time: 1643.47 ms
[2020-12-04 04:03:56 main:581] : INFO : Epoch 776 | loss: 0.000234065 | val_loss: 0.00023722 | Time: 1635.33 ms
[2020-12-04 04:03:58 main:581] : INFO : Epoch 777 | loss: 0.000233981 | val_loss: 0.000239038 | Time: 1641.67 ms
[2020-12-04 04:03:59 main:581] : INFO : Epoch 778 | loss: 0.000234422 | val_loss: 0.000249416 | Time: 1635.41 ms
[2020-12-04 04:04:01 main:581] : INFO : Epoch 779 | loss: 0.000251904 | val_loss: 0.000244545 | Time: 1649.55 ms
[2020-12-04 04:04:03 main:581] : INFO : Epoch 780 | loss: 0.000243297 | val_loss: 0.000247735 | Time: 1646.85 ms
[2020-12-04 04:04:04 main:581] : INFO : Epoch 781 | loss: 0.000237282 | val_loss: 0.000240875 | Time: 1634.22 ms
[2020-12-04 04:04:06 main:581] : INFO : Epoch 782 | loss: 0.000237308 | val_loss: 0.000241188 | Time: 1632.81 ms
[2020-12-04 04:04:08 main:581] : INFO : Epoch 783 | loss: 0.000242186 | val_loss: 0.000245727 | Time: 1637.42 ms
[2020-12-04 04:04:09 main:581] : INFO : Epoch 784 | loss: 0.000188707 | val_loss: 0.000173221 | Time: 1634.85 ms
[2020-12-04 04:04:11 main:581] : INFO : Epoch 785 | loss: 0.000236566 | val_loss: 0.0002076 | Time: 1639.44 ms
[2020-12-04 04:04:13 main:581] : INFO : Epoch 786 | loss: 0.000215262 | val_loss: 0.000244135 | Time: 1635.96 ms
[2020-12-04 04:04:14 main:581] : INFO : Epoch 787 | loss: 0.000182538 | val_loss: 0.000160159 | Time: 1636.01 ms
[2020-12-04 04:04:16 main:581] : INFO : Epoch 788 | loss: 0.000176125 | val_loss: 0.000184531 | Time: 1636.22 ms
[2020-12-04 04:04:17 main:581] : INFO : Epoch 789 | loss: 0.000137136 | val_loss: 0.00013501 | Time: 1631.75 ms
[2020-12-04 04:04:19 main:581] : INFO : Epoch 790 | loss: 0.000122355 | val_loss: 0.000130572 | Time: 1641.7 ms
[2020-12-04 04:04:21 main:581] : INFO : Epoch 791 | loss: 0.000118945 | val_loss: 0.0001307 | Time: 1641.07 ms
[2020-12-04 04:04:22 main:581] : INFO : Epoch 792 | loss: 0.000118842 | val_loss: 0.000128696 | Time: 1648.81 ms
[2020-12-04 04:04:24 main:581] : INFO : Epoch 793 | loss: 0.00011885 | val_loss: 0.000130805 | Time: 1631.12 ms
[2020-12-04 04:04:26 main:581] : INFO : Epoch 794 | loss: 0.000118861 | val_loss: 0.000129103 | Time: 1640.19 ms
[2020-12-04 04:04:27 main:581] : INFO : Epoch 795 | loss: 0.00011771 | val_loss: 0.000128806 | Time: 1641.2 ms
[2020-12-04 04:04:29 main:581] : INFO : Epoch 796 | loss: 0.000117649 | val_loss: 0.000129222 | Time: 1634.38 ms
[2020-12-04 04:04:31 main:581] : INFO : Epoch 797 | loss: 0.000122914 | val_loss: 0.000140355 | Time: 1637.6 ms
[2020-12-04 04:04:32 main:581] : INFO : Epoch 798 | loss: 0.000128265 | val_loss: 0.000131425 | Time: 1635.47 ms
[2020-12-04 04:04:34 main:581] : INFO : Epoch 799 | loss: 0.000121536 | val_loss: 0.000132037 | Time: 1647.2 ms
[2020-12-04 04:04:35 main:581] : INFO : Epoch 800 | loss: 0.000120203 | val_loss: 0.000130173 | Time: 1634.08 ms
[2020-12-04 04:04:37 main:581] : INFO : Epoch 801 | loss: 0.000118336 | val_loss: 0.000130414 | Time: 1654.42 ms
[2020-12-04 04:04:39 main:581] : INFO : Epoch 802 | loss: 0.000119279 | val_loss: 0.000130402 | Time: 1640.32 ms
[2020-12-04 04:04:40 main:581] : INFO : Epoch 803 | loss: 0.000132399 | val_loss: 0.000154126 | Time: 1639.27 ms
[2020-12-04 04:04:42 main:581] : INFO : Epoch 804 | loss: 0.000131075 | val_loss: 0.00014036 | Time: 1627.59 ms
[2020-12-04 04:04:44 main:581] : INFO : Epoch 805 | loss: 0.0001257 | val_loss: 0.000133604 | Time: 1635.96 ms
[2020-12-04 04:04:45 main:581] : INFO : Epoch 806 | loss: 0.000121336 | val_loss: 0.000132667 | Time: 1631.61 ms
[2020-12-04 04:04:47 main:581] : INFO : Epoch 807 | loss: 0.00012362 | val_loss: 0.000132673 | Time: 1638.48 ms
[2020-12-04 04:04:49 main:581] : INFO : Epoch 808 | loss: 0.00012172 | val_loss: 0.00013971 | Time: 1641.5 ms
[2020-12-04 04:04:50 main:581] : INFO : Epoch 809 | loss: 0.000128526 | val_loss: 0.000137394 | Time: 1632.63 ms
[2020-12-04 04:04:52 main:581] : INFO : Epoch 810 | loss: 0.000123921 | val_loss: 0.000137661 | Time: 1630.08 ms
[2020-12-04 04:04:53 main:581] : INFO : Epoch 811 | loss: 0.000131668 | val_loss: 0.000138954 | Time: 1648.65 ms
[2020-12-04 04:04:55 main:581] : INFO : Epoch 812 | loss: 0.000128325 | val_loss: 0.000148801 | Time: 1651.24 ms
[2020-12-04 04:04:57 main:581] : INFO : Epoch 813 | loss: 0.000129357 | val_loss: 0.000143609 | Time: 1628.6 ms
[2020-12-04 04:04:58 main:581] : INFO : Epoch 814 | loss: 0.000126236 | val_loss: 0.000135303 | Time: 1635.85 ms
[2020-12-04 04:05:00 main:581] : INFO : Epoch 815 | loss: 0.000130996 | val_loss: 0.000135307 | Time: 1649.39 ms
[2020-12-04 04:05:02 main:581] : INFO : Epoch 816 | loss: 0.000123071 | val_loss: 0.000130479 | Time: 1638.62 ms
[2020-12-04 04:05:03 main:581] : INFO : Epoch 817 | loss: 0.000120635 | val_loss: 0.000130172 | Time: 1634.84 ms
[2020-12-04 04:05:05 main:581] : INFO : Epoch 818 | loss: 0.000122854 | val_loss: 0.000156261 | Time: 1636.78 ms
[2020-12-04 04:05:07 main:581] : INFO : Epoch 819 | loss: 0.000143564 | val_loss: 0.000137496 | Time: 1632.88 ms
[2020-12-04 04:05:08 main:581] : INFO : Epoch 820 | loss: 0.000125451 | val_loss: 0.000135575 | Time: 1635.34 ms
[2020-12-04 04:05:10 main:581] : INFO : Epoch 821 | loss: 0.000123166 | val_loss: 0.000132337 | Time: 1638.34 ms
[2020-12-04 04:05:11 main:581] : INFO : Epoch 822 | loss: 0.000120954 | val_loss: 0.000138342 | Time: 1636.66 ms
[2020-12-04 04:05:13 main:581] : INFO : Epoch 823 | loss: 0.000134215 | val_loss: 0.000137713 | Time: 1621.18 ms
[2020-12-04 04:05:15 main:581] : INFO : Epoch 824 | loss: 0.000123458 | val_loss: 0.00013194 | Time: 1630.86 ms
[2020-12-04 04:05:16 main:581] : INFO : Epoch 825 | loss: 0.000120345 | val_loss: 0.000134942 | Time: 1626.55 ms
[2020-12-04 04:05:18 main:581] : INFO : Epoch 826 | loss: 0.000131443 | val_loss: 0.000135823 | Time: 1636.54 ms
[2020-12-04 04:05:20 main:581] : INFO : Epoch 827 | loss: 0.000122194 | val_loss: 0.000133787 | Time: 1630.52 ms
[2020-12-04 04:05:21 main:581] : INFO : Epoch 828 | loss: 0.000121422 | val_loss: 0.000131104 | Time: 1642.49 ms
[2020-12-04 04:05:23 main:581] : INFO : Epoch 829 | loss: 0.000124059 | val_loss: 0.000143661 | Time: 1658.98 ms
[2020-12-04 04:05:25 main:581] : INFO : Epoch 830 | loss: 0.000133535 | val_loss: 0.000139448 | Time: 1663.16 ms
[2020-12-04 04:05:26 main:581] : INFO : Epoch 831 | loss: 0.00012374 | val_loss: 0.000133651 | Time: 1654.35 ms
[2020-12-04 04:05:28 main:581] : INFO : Epoch 832 | loss: 0.000124126 | val_loss: 0.000133671 | Time: 1654.1 ms
[2020-12-04 04:05:30 main:581] : INFO : Epoch 833 | loss: 0.000139251 | val_loss: 0.000165526 | Time: 1657.97 ms
[2020-12-04 04:05:31 main:581] : INFO : Epoch 834 | loss: 0.000136263 | val_loss: 0.000147023 | Time: 1650.89 ms
[2020-12-04 04:05:33 main:581] : INFO : Epoch 835 | loss: 0.00013924 | val_loss: 0.000141008 | Time: 1656.23 ms
[2020-12-04 04:05:35 main:581] : INFO : Epoch 836 | loss: 0.000135352 | val_loss: 0.000138759 | Time: 1652.68 ms
[2020-12-04 04:05:36 main:581] : INFO : Epoch 837 | loss: 0.000125801 | val_loss: 0.000133402 | Time: 1650.62 ms
[2020-12-04 04:05:38 main:581] : INFO : Epoch 838 | loss: 0.000119654 | val_loss: 0.000128995 | Time: 1662.48 ms
[2020-12-04 04:05:39 main:581] : INFO : Epoch 839 | loss: 0.000119734 | val_loss: 0.000131827 | Time: 1636.06 ms
[2020-12-04 04:05:41 main:581] : INFO : Epoch 840 | loss: 0.000119849 | val_loss: 0.000130188 | Time: 1632.94 ms
[2020-12-04 04:05:43 main:581] : INFO : Epoch 841 | loss: 0.000119123 | val_loss: 0.000129815 | Time: 1631.12 ms
[2020-12-04 04:05:44 main:581] : INFO : Epoch 842 | loss: 0.000135426 | val_loss: 0.000144942 | Time: 1635.48 ms
[2020-12-04 04:05:46 main:581] : INFO : Epoch 843 | loss: 0.000125973 | val_loss: 0.000132849 | Time: 1636.91 ms
[2020-12-04 04:05:48 main:581] : INFO : Epoch 844 | loss: 0.000121356 | val_loss: 0.000133891 | Time: 1633.09 ms
[2020-12-04 04:05:49 main:581] : INFO : Epoch 845 | loss: 0.000125609 | val_loss: 0.000144308 | Time: 1632.97 ms
[2020-12-04 04:05:51 main:581] : INFO : Epoch 846 | loss: 0.000131655 | val_loss: 0.000137049 | Time: 1638.1 ms
[2020-12-04 04:05:53 main:581] : INFO : Epoch 847 | loss: 0.000123637 | val_loss: 0.000132722 | Time: 1631.47 ms
[2020-12-04 04:05:54 main:581] : INFO : Epoch 848 | loss: 0.000120963 | val_loss: 0.000129794 | Time: 1638.73 ms
[2020-12-04 04:05:56 main:581] : INFO : Epoch 849 | loss: 0.000121739 | val_loss: 0.000131996 | Time: 1643.73 ms
[2020-12-04 04:05:57 main:581] : INFO : Epoch 850 | loss: 0.00012237 | val_loss: 0.00014041 | Time: 1640.24 ms
[2020-12-04 04:05:59 main:581] : INFO : Epoch 851 | loss: 0.000134963 | val_loss: 0.000142153 | Time: 1623.23 ms
[2020-12-04 04:06:01 main:581] : INFO : Epoch 852 | loss: 0.000126813 | val_loss: 0.000134299 | Time: 1633.88 ms
[2020-12-04 04:06:02 main:581] : INFO : Epoch 853 | loss: 0.000123791 | val_loss: 0.000138135 | Time: 1629.31 ms
[2020-12-04 04:06:04 main:581] : INFO : Epoch 854 | loss: 0.000125976 | val_loss: 0.000135043 | Time: 1634.23 ms
[2020-12-04 04:06:06 main:581] : INFO : Epoch 855 | loss: 0.000124625 | val_loss: 0.000136058 | Time: 1629.15 ms
[2020-12-04 04:06:07 main:581] : INFO : Epoch 856 | loss: 0.000121754 | val_loss: 0.000134197 | Time: 1633.64 ms
[2020-12-04 04:06:09 main:581] : INFO : Epoch 857 | loss: 0.000127668 | val_loss: 0.000136859 | Time: 1630.19 ms
[2020-12-04 04:06:11 main:581] : INFO : Epoch 858 | loss: 0.000137338 | val_loss: 0.000153404 | Time: 1636.23 ms
[2020-12-04 04:06:12 main:581] : INFO : Epoch 859 | loss: 0.000135877 | val_loss: 0.000141434 | Time: 1633.85 ms
[2020-12-04 04:06:14 main:581] : INFO : Epoch 860 | loss: 0.000123368 | val_loss: 0.000131071 | Time: 1635.24 ms
[2020-12-04 04:06:15 main:581] : INFO : Epoch 861 | loss: 0.000119975 | val_loss: 0.000131915 | Time: 1639.85 ms
[2020-12-04 04:06:17 main:581] : INFO : Epoch 862 | loss: 0.000125751 | val_loss: 0.000135093 | Time: 1627.91 ms
[2020-12-04 04:06:19 main:581] : INFO : Epoch 863 | loss: 0.000122649 | val_loss: 0.000133427 | Time: 1626.98 ms
[2020-12-04 04:06:20 main:581] : INFO : Epoch 864 | loss: 0.000120082 | val_loss: 0.000131632 | Time: 1627.28 ms
[2020-12-04 04:06:22 main:581] : INFO : Epoch 865 | loss: 0.000127539 | val_loss: 0.000150393 | Time: 1626.9 ms
[2020-12-04 04:06:24 main:581] : INFO : Epoch 866 | loss: 0.00013119 | val_loss: 0.000138915 | Time: 1633.35 ms
[2020-12-04 04:06:25 main:581] : INFO : Epoch 867 | loss: 0.000133169 | val_loss: 0.000147203 | Time: 1634.25 ms
[2020-12-04 04:06:27 main:581] : INFO : Epoch 868 | loss: 0.000131286 | val_loss: 0.000140809 | Time: 1633.44 ms
[2020-12-04 04:06:29 main:581] : INFO : Epoch 869 | loss: 0.000129727 | val_loss: 0.000138267 | Time: 1647.48 ms
[2020-12-04 04:06:30 main:581] : INFO : Epoch 870 | loss: 0.000125359 | val_loss: 0.000137093 | Time: 1631.91 ms
[2020-12-04 04:06:32 main:581] : INFO : Epoch 871 | loss: 0.000125475 | val_loss: 0.000131215 | Time: 1631.98 ms
[2020-12-04 04:06:33 main:581] : INFO : Epoch 872 | loss: 0.000120015 | val_loss: 0.000129799 | Time: 1633.43 ms
[2020-12-04 04:06:35 main:581] : INFO : Epoch 873 | loss: 0.000119021 | val_loss: 0.000134469 | Time: 1627.54 ms
[2020-12-04 04:06:37 main:581] : INFO : Epoch 874 | loss: 0.000131734 | val_loss: 0.000136768 | Time: 1634.34 ms
[2020-12-04 04:06:38 main:581] : INFO : Epoch 875 | loss: 0.000123384 | val_loss: 0.000132898 | Time: 1640.38 ms
[2020-12-04 04:06:40 main:581] : INFO : Epoch 876 | loss: 0.000135576 | val_loss: 0.000150725 | Time: 1630.8 ms
[2020-12-04 04:06:42 main:581] : INFO : Epoch 877 | loss: 0.000130092 | val_loss: 0.000131982 | Time: 1632.15 ms
[2020-12-04 04:06:43 main:581] : INFO : Epoch 878 | loss: 0.000120732 | val_loss: 0.000129579 | Time: 1641.21 ms
[2020-12-04 04:06:45 main:581] : INFO : Epoch 879 | loss: 0.000119245 | val_loss: 0.000130563 | Time: 1637.72 ms
[2020-12-04 04:06:46 main:581] : INFO : Epoch 880 | loss: 0.000125563 | val_loss: 0.000161925 | Time: 1636.41 ms
[2020-12-04 04:06:48 main:581] : INFO : Epoch 881 | loss: 0.000139119 | val_loss: 0.00014013 | Time: 1637.74 ms
[2020-12-04 04:06:50 main:581] : INFO : Epoch 882 | loss: 0.000126143 | val_loss: 0.000136107 | Time: 1637.86 ms
[2020-12-04 04:06:51 main:581] : INFO : Epoch 883 | loss: 0.000124678 | val_loss: 0.000131793 | Time: 1630.99 ms
[2020-12-04 04:06:53 main:581] : INFO : Epoch 884 | loss: 0.000127884 | val_loss: 0.000132899 | Time: 1626.53 ms
[2020-12-04 04:06:55 main:581] : INFO : Epoch 885 | loss: 0.000120501 | val_loss: 0.000129585 | Time: 1630.67 ms
[2020-12-04 04:06:56 main:581] : INFO : Epoch 886 | loss: 0.000118045 | val_loss: 0.000129329 | Time: 1632.94 ms
[2020-12-04 04:06:58 main:581] : INFO : Epoch 887 | loss: 0.000124507 | val_loss: 0.000153104 | Time: 1612.35 ms
[2020-12-04 04:07:00 main:581] : INFO : Epoch 888 | loss: 0.000133322 | val_loss: 0.000144471 | Time: 1639.04 ms
[2020-12-04 04:07:01 main:581] : INFO : Epoch 889 | loss: 0.000125153 | val_loss: 0.000131069 | Time: 1636.23 ms
[2020-12-04 04:07:03 main:581] : INFO : Epoch 890 | loss: 0.000121836 | val_loss: 0.000136738 | Time: 1639.89 ms
[2020-12-04 04:07:04 main:581] : INFO : Epoch 891 | loss: 0.000134953 | val_loss: 0.000168405 | Time: 1641.64 ms
[2020-12-04 04:07:06 main:581] : INFO : Epoch 892 | loss: 0.000136929 | val_loss: 0.000141331 | Time: 1640.29 ms
[2020-12-04 04:07:08 main:581] : INFO : Epoch 893 | loss: 0.000123808 | val_loss: 0.000133248 | Time: 1644.56 ms
[2020-12-04 04:07:09 main:581] : INFO : Epoch 894 | loss: 0.000121798 | val_loss: 0.000130286 | Time: 1637.34 ms
[2020-12-04 04:07:11 main:581] : INFO : Epoch 895 | loss: 0.000118885 | val_loss: 0.000131328 | Time: 1645.85 ms
[2020-12-04 04:07:13 main:581] : INFO : Epoch 896 | loss: 0.00012613 | val_loss: 0.00015182 | Time: 1640.33 ms
[2020-12-04 04:07:14 main:581] : INFO : Epoch 897 | loss: 0.000136002 | val_loss: 0.000144385 | Time: 1634.3 ms
[2020-12-04 04:07:16 main:581] : INFO : Epoch 898 | loss: 0.00012582 | val_loss: 0.000134112 | Time: 1645.03 ms
[2020-12-04 04:07:18 main:581] : INFO : Epoch 899 | loss: 0.000120865 | val_loss: 0.000132942 | Time: 1644.39 ms
[2020-12-04 04:07:19 main:581] : INFO : Epoch 900 | loss: 0.000126468 | val_loss: 0.000141383 | Time: 1648.59 ms
[2020-12-04 04:07:21 main:581] : INFO : Epoch 901 | loss: 0.000124409 | val_loss: 0.000132559 | Time: 1643.75 ms
[2020-12-04 04:07:23 main:581] : INFO : Epoch 902 | loss: 0.000123782 | val_loss: 0.000137555 | Time: 1634.77 ms
[2020-12-04 04:07:24 main:581] : INFO : Epoch 903 | loss: 0.000123753 | val_loss: 0.000131072 | Time: 1635.8 ms
[2020-12-04 04:07:26 main:581] : INFO : Epoch 904 | loss: 0.000123215 | val_loss: 0.00013567 | Time: 1635.84 ms
[2020-12-04 04:07:27 main:581] : INFO : Epoch 905 | loss: 0.000122751 | val_loss: 0.000133296 | Time: 1639.23 ms
[2020-12-04 04:07:29 main:581] : INFO : Epoch 906 | loss: 0.0001268 | val_loss: 0.00014653 | Time: 1640.09 ms
[2020-12-04 04:07:31 main:581] : INFO : Epoch 907 | loss: 0.000127285 | val_loss: 0.000134923 | Time: 1638.6 ms
[2020-12-04 04:07:32 main:581] : INFO : Epoch 908 | loss: 0.000123671 | val_loss: 0.000134738 | Time: 1638.83 ms
[2020-12-04 04:07:34 main:581] : INFO : Epoch 909 | loss: 0.000124716 | val_loss: 0.000140834 | Time: 1641.39 ms
[2020-12-04 04:07:36 main:581] : INFO : Epoch 910 | loss: 0.000151472 | val_loss: 0.000163696 | Time: 1633.13 ms
[2020-12-04 04:07:37 main:581] : INFO : Epoch 911 | loss: 0.00013807 | val_loss: 0.000140657 | Time: 1637.52 ms
[2020-12-04 04:07:39 main:581] : INFO : Epoch 912 | loss: 0.000125787 | val_loss: 0.0001333 | Time: 1637.57 ms
[2020-12-04 04:07:41 main:581] : INFO : Epoch 913 | loss: 0.000119804 | val_loss: 0.000129678 | Time: 1640.83 ms
[2020-12-04 04:07:42 main:581] : INFO : Epoch 914 | loss: 0.000117699 | val_loss: 0.00013097 | Time: 1638.95 ms
[2020-12-04 04:07:44 main:581] : INFO : Epoch 915 | loss: 0.00012312 | val_loss: 0.000136127 | Time: 1640.09 ms
[2020-12-04 04:07:45 main:581] : INFO : Epoch 916 | loss: 0.000121252 | val_loss: 0.000129823 | Time: 1631.19 ms
[2020-12-04 04:07:47 main:581] : INFO : Epoch 917 | loss: 0.00011961 | val_loss: 0.000135073 | Time: 1620.46 ms
[2020-12-04 04:07:49 main:581] : INFO : Epoch 918 | loss: 0.000132773 | val_loss: 0.000136162 | Time: 1626.79 ms
[2020-12-04 04:07:50 main:581] : INFO : Epoch 919 | loss: 0.000123462 | val_loss: 0.000134008 | Time: 1627.6 ms
[2020-12-04 04:07:52 main:581] : INFO : Epoch 920 | loss: 0.000122198 | val_loss: 0.000133254 | Time: 1625.38 ms
[2020-12-04 04:07:54 main:581] : INFO : Epoch 921 | loss: 0.000135439 | val_loss: 0.000151015 | Time: 1623.15 ms
[2020-12-04 04:07:55 main:581] : INFO : Epoch 922 | loss: 0.000129564 | val_loss: 0.000134127 | Time: 1626.49 ms
[2020-12-04 04:07:57 main:581] : INFO : Epoch 923 | loss: 0.000122163 | val_loss: 0.000131984 | Time: 1625.91 ms
[2020-12-04 04:07:58 main:581] : INFO : Epoch 924 | loss: 0.000122344 | val_loss: 0.000137747 | Time: 1638.12 ms
[2020-12-04 04:08:00 main:581] : INFO : Epoch 925 | loss: 0.000123046 | val_loss: 0.000134261 | Time: 1645.32 ms
[2020-12-04 04:08:02 main:581] : INFO : Epoch 926 | loss: 0.000124416 | val_loss: 0.000133686 | Time: 1637.63 ms
[2020-12-04 04:08:03 main:581] : INFO : Epoch 927 | loss: 0.00012141 | val_loss: 0.00013671 | Time: 1625.23 ms
[2020-12-04 04:08:05 main:581] : INFO : Epoch 928 | loss: 0.00013066 | val_loss: 0.000147131 | Time: 1625.68 ms
[2020-12-04 04:08:07 main:581] : INFO : Epoch 929 | loss: 0.000134694 | val_loss: 0.000138057 | Time: 1631.16 ms
[2020-12-04 04:08:08 main:581] : INFO : Epoch 930 | loss: 0.000124837 | val_loss: 0.000131537 | Time: 1622.72 ms
[2020-12-04 04:08:10 main:581] : INFO : Epoch 931 | loss: 0.000121945 | val_loss: 0.000131084 | Time: 1621.68 ms
[2020-12-04 04:08:11 main:581] : INFO : Epoch 932 | loss: 0.000119163 | val_loss: 0.000131211 | Time: 1630 ms
[2020-12-04 04:08:13 main:581] : INFO : Epoch 933 | loss: 0.000124715 | val_loss: 0.000146038 | Time: 1633.06 ms
[2020-12-04 04:08:15 main:581] : INFO : Epoch 934 | loss: 0.000137255 | val_loss: 0.000136346 | Time: 1632.14 ms
[2020-12-04 04:08:16 main:581] : INFO : Epoch 935 | loss: 0.000125647 | val_loss: 0.000136953 | Time: 1619.68 ms
[2020-12-04 04:08:18 main:581] : INFO : Epoch 936 | loss: 0.000125147 | val_loss: 0.000134373 | Time: 1627.39 ms
[2020-12-04 04:08:20 main:581] : INFO : Epoch 937 | loss: 0.000123166 | val_loss: 0.000132628 | Time: 1627.16 ms
[2020-12-04 04:08:21 main:581] : INFO : Epoch 938 | loss: 0.000121331 | val_loss: 0.000134914 | Time: 1612.18 ms
[2020-12-04 04:08:23 main:581] : INFO : Epoch 939 | loss: 0.000125688 | val_loss: 0.000139046 | Time: 1622.65 ms
[2020-12-04 04:08:24 main:581] : INFO : Epoch 940 | loss: 0.0001367 | val_loss: 0.000144419 | Time: 1623.29 ms
[2020-12-04 04:08:26 main:581] : INFO : Epoch 941 | loss: 0.000126534 | val_loss: 0.000134748 | Time: 1624.15 ms
[2020-12-04 04:08:28 main:581] : INFO : Epoch 942 | loss: 0.000122043 | val_loss: 0.000130641 | Time: 1621.16 ms
[2020-12-04 04:08:29 main:581] : INFO : Epoch 943 | loss: 0.000120969 | val_loss: 0.000136007 | Time: 1622.13 ms
[2020-12-04 04:08:31 main:581] : INFO : Epoch 944 | loss: 0.000129858 | val_loss: 0.000136368 | Time: 1633.36 ms
[2020-12-04 04:08:33 main:581] : INFO : Epoch 945 | loss: 0.000125472 | val_loss: 0.000133905 | Time: 1624.85 ms
[2020-12-04 04:08:34 main:581] : INFO : Epoch 946 | loss: 0.000121693 | val_loss: 0.000137683 | Time: 1628.25 ms
[2020-12-04 04:08:36 main:581] : INFO : Epoch 947 | loss: 0.000142248 | val_loss: 0.000145752 | Time: 1637.8 ms
[2020-12-04 04:08:38 main:581] : INFO : Epoch 948 | loss: 0.000129091 | val_loss: 0.00013431 | Time: 1621.77 ms
[2020-12-04 04:08:39 main:581] : INFO : Epoch 949 | loss: 0.000136591 | val_loss: 0.000155648 | Time: 1626.27 ms
[2020-12-04 04:08:41 main:581] : INFO : Epoch 950 | loss: 0.000129952 | val_loss: 0.000132975 | Time: 1634.67 ms
[2020-12-04 04:08:42 main:581] : INFO : Epoch 951 | loss: 0.000121049 | val_loss: 0.000130425 | Time: 1625.48 ms
[2020-12-04 04:08:44 main:581] : INFO : Epoch 952 | loss: 0.000120744 | val_loss: 0.000134167 | Time: 1630.65 ms
[2020-12-04 04:08:46 main:581] : INFO : Epoch 953 | loss: 0.000123748 | val_loss: 0.000133038 | Time: 1627.27 ms
[2020-12-04 04:08:47 main:581] : INFO : Epoch 954 | loss: 0.000119005 | val_loss: 0.000129035 | Time: 1630.46 ms
[2020-12-04 04:08:49 main:581] : INFO : Epoch 955 | loss: 0.000120466 | val_loss: 0.000135281 | Time: 1623.39 ms
[2020-12-04 04:08:51 main:581] : INFO : Epoch 956 | loss: 0.000128058 | val_loss: 0.00013844 | Time: 1624.66 ms
[2020-12-04 04:08:52 main:581] : INFO : Epoch 957 | loss: 0.000124054 | val_loss: 0.000132921 | Time: 1630.74 ms
[2020-12-04 04:08:54 main:581] : INFO : Epoch 958 | loss: 0.000124097 | val_loss: 0.000135234 | Time: 1630.42 ms
[2020-12-04 04:08:55 main:581] : INFO : Epoch 959 | loss: 0.000132864 | val_loss: 0.000135721 | Time: 1619.15 ms
[2020-12-04 04:08:57 main:581] : INFO : Epoch 960 | loss: 0.000123947 | val_loss: 0.000134076 | Time: 1624.19 ms
[2020-12-04 04:08:59 main:581] : INFO : Epoch 961 | loss: 0.000122923 | val_loss: 0.000134422 | Time: 1624.11 ms
[2020-12-04 04:09:00 main:581] : INFO : Epoch 962 | loss: 0.000130005 | val_loss: 0.000140078 | Time: 1632.43 ms
[2020-12-04 04:09:02 main:581] : INFO : Epoch 963 | loss: 0.000131503 | val_loss: 0.000133548 | Time: 1625.67 ms
[2020-12-04 04:09:04 main:581] : INFO : Epoch 964 | loss: 0.000123539 | val_loss: 0.0001348 | Time: 1629.78 ms
[2020-12-04 04:09:05 main:581] : INFO : Epoch 965 | loss: 0.000124083 | val_loss: 0.00013762 | Time: 1635.34 ms
[2020-12-04 04:09:07 main:581] : INFO : Epoch 966 | loss: 0.000124292 | val_loss: 0.000133686 | Time: 1638.31 ms
[2020-12-04 04:09:08 main:581] : INFO : Epoch 967 | loss: 0.000121378 | val_loss: 0.000132775 | Time: 1629.71 ms
[2020-12-04 04:09:10 main:581] : INFO : Epoch 968 | loss: 0.000125089 | val_loss: 0.000137523 | Time: 1624.34 ms
[2020-12-04 04:09:12 main:581] : INFO : Epoch 969 | loss: 0.000124047 | val_loss: 0.0001469 | Time: 1626.6 ms
[2020-12-04 04:09:13 main:581] : INFO : Epoch 970 | loss: 0.000142334 | val_loss: 0.000136349 | Time: 1633.17 ms
[2020-12-04 04:09:15 main:581] : INFO : Epoch 971 | loss: 0.000123062 | val_loss: 0.000131129 | Time: 1626.14 ms
[2020-12-04 04:09:17 main:581] : INFO : Epoch 972 | loss: 0.000121147 | val_loss: 0.00013173 | Time: 1625.39 ms
[2020-12-04 04:09:18 main:581] : INFO : Epoch 973 | loss: 0.000122261 | val_loss: 0.00013529 | Time: 1631.03 ms
[2020-12-04 04:09:20 main:581] : INFO : Epoch 974 | loss: 0.000137767 | val_loss: 0.000139224 | Time: 1631.83 ms
[2020-12-04 04:09:21 main:581] : INFO : Epoch 975 | loss: 0.000123961 | val_loss: 0.000134165 | Time: 1633.55 ms
[2020-12-04 04:09:23 main:581] : INFO : Epoch 976 | loss: 0.00012113 | val_loss: 0.000131391 | Time: 1632.2 ms
[2020-12-04 04:09:25 main:581] : INFO : Epoch 977 | loss: 0.000119688 | val_loss: 0.000132866 | Time: 1635.12 ms
[2020-12-04 04:09:26 main:581] : INFO : Epoch 978 | loss: 0.000127097 | val_loss: 0.000132535 | Time: 1630.55 ms
[2020-12-04 04:09:28 main:581] : INFO : Epoch 979 | loss: 0.000124263 | val_loss: 0.000136122 | Time: 1628.39 ms
[2020-12-04 04:09:30 main:581] : INFO : Epoch 980 | loss: 0.000129858 | val_loss: 0.000141215 | Time: 1626.54 ms
[2020-12-04 04:09:31 main:581] : INFO : Epoch 981 | loss: 0.000125358 | val_loss: 0.00013123 | Time: 1624.02 ms
[2020-12-04 04:09:33 main:581] : INFO : Epoch 982 | loss: 0.000122116 | val_loss: 0.000135027 | Time: 1627.85 ms
[2020-12-04 04:09:35 main:581] : INFO : Epoch 983 | loss: 0.000127355 | val_loss: 0.000143701 | Time: 1637.32 ms
[2020-12-04 04:09:36 main:581] : INFO : Epoch 984 | loss: 0.000125432 | val_loss: 0.000131001 | Time: 1635.85 ms
[2020-12-04 04:09:38 main:581] : INFO : Epoch 985 | loss: 0.000122919 | val_loss: 0.000141512 | Time: 1633.2 ms
[2020-12-04 04:09:39 main:581] : INFO : Epoch 986 | loss: 0.00012663 | val_loss: 0.000134675 | Time: 1631.7 ms
[2020-12-04 04:09:41 main:581] : INFO : Epoch 987 | loss: 0.000123256 | val_loss: 0.000138494 | Time: 1622.67 ms
[2020-12-04 04:09:43 main:581] : INFO : Epoch 988 | loss: 0.000127468 | val_loss: 0.000136549 | Time: 1631.4 ms
[2020-12-04 04:09:44 main:581] : INFO : Epoch 989 | loss: 0.000133113 | val_loss: 0.000137642 | Time: 1630.79 ms
[2020-12-04 04:09:46 main:581] : INFO : Epoch 990 | loss: 0.000124659 | val_loss: 0.000144577 | Time: 1649.14 ms
[2020-12-04 04:09:48 main:581] : INFO : Epoch 991 | loss: 0.000130287 | val_loss: 0.000136497 | Time: 1648.95 ms
[2020-12-04 04:09:49 main:581] : INFO : Epoch 992 | loss: 0.000129502 | val_loss: 0.000140992 | Time: 1649.8 ms
[2020-12-04 04:09:51 main:581] : INFO : Epoch 993 | loss: 0.000123246 | val_loss: 0.000134057 | Time: 1650.39 ms
[2020-12-04 04:09:53 main:581] : INFO : Epoch 994 | loss: 0.000123742 | val_loss: 0.00013173 | Time: 1648.12 ms
[2020-12-04 04:09:54 main:581] : INFO : Epoch 995 | loss: 0.000127467 | val_loss: 0.000154427 | Time: 1639.3 ms
[2020-12-04 04:09:56 main:581] : INFO : Epoch 996 | loss: 0.00045276 | val_loss: 0.00331088 | Time: 1645.98 ms
[2020-12-04 04:09:58 main:581] : INFO : Epoch 997 | loss: 0.00676019 | val_loss: 0.00308357 | Time: 1651.96 ms
[2020-12-04 04:09:59 main:581] : INFO : Epoch 998 | loss: 0.00410605 | val_loss: 0.0020295 | Time: 1643.7 ms
[2020-12-04 04:10:01 main:581] : INFO : Epoch 999 | loss: 0.00113182 | val_loss: 0.000560584 | Time: 1655.94 ms
[2020-12-04 04:10:02 main:581] : INFO : Epoch 1000 | loss: 0.000423278 | val_loss: 0.000322868 | Time: 1644.07 ms
[2020-12-04 04:10:04 main:581] : INFO : Epoch 1001 | loss: 0.000290063 | val_loss: 0.000271843 | Time: 1640.04 ms
[2020-12-04 04:10:06 main:581] : INFO : Epoch 1002 | loss: 0.000258401 | val_loss: 0.000256953 | Time: 1649.88 ms
[2020-12-04 04:10:07 main:581] : INFO : Epoch 1003 | loss: 0.000247257 | val_loss: 0.000248775 | Time: 1643.44 ms
[2020-12-04 04:10:09 main:581] : INFO : Epoch 1004 | loss: 0.000242312 | val_loss: 0.000245447 | Time: 1637.6 ms
[2020-12-04 04:10:11 main:581] : INFO : Epoch 1005 | loss: 0.000239638 | val_loss: 0.000243253 | Time: 1648.39 ms
[2020-12-04 04:10:12 main:581] : INFO : Epoch 1006 | loss: 0.000237997 | val_loss: 0.000241907 | Time: 1639.36 ms
[2020-12-04 04:10:14 main:581] : INFO : Epoch 1007 | loss: 0.000236891 | val_loss: 0.000240355 | Time: 1641.6 ms
[2020-12-04 04:10:16 main:581] : INFO : Epoch 1008 | loss: 0.000235842 | val_loss: 0.000239651 | Time: 1632.86 ms
[2020-12-04 04:10:17 main:581] : INFO : Epoch 1009 | loss: 0.000235185 | val_loss: 0.000239028 | Time: 1632.42 ms
[2020-12-04 04:10:19 main:581] : INFO : Epoch 1010 | loss: 0.00023452 | val_loss: 0.000238419 | Time: 1635.34 ms
[2020-12-04 04:10:20 main:581] : INFO : Epoch 1011 | loss: 0.000233998 | val_loss: 0.000237915 | Time: 1632.07 ms
[2020-12-04 04:10:22 main:581] : INFO : Epoch 1012 | loss: 0.000233591 | val_loss: 0.000237559 | Time: 1630.79 ms
[2020-12-04 04:10:24 main:581] : INFO : Epoch 1013 | loss: 0.000233229 | val_loss: 0.000237217 | Time: 1636.18 ms
[2020-12-04 04:10:25 main:581] : INFO : Epoch 1014 | loss: 0.000232877 | val_loss: 0.000236855 | Time: 1634.43 ms
[2020-12-04 04:10:27 main:581] : INFO : Epoch 1015 | loss: 0.000232595 | val_loss: 0.000236553 | Time: 1642.31 ms
[2020-12-04 04:10:29 main:581] : INFO : Epoch 1016 | loss: 0.000232317 | val_loss: 0.000236299 | Time: 1643.51 ms
[2020-12-04 04:10:30 main:581] : INFO : Epoch 1017 | loss: 0.00023228 | val_loss: 0.000236544 | Time: 1625.48 ms
[2020-12-04 04:10:32 main:581] : INFO : Epoch 1018 | loss: 0.000232051 | val_loss: 0.000235882 | Time: 1640.97 ms
[2020-12-04 04:10:34 main:581] : INFO : Epoch 1019 | loss: 0.000231721 | val_loss: 0.00023583 | Time: 1638.7 ms
[2020-12-04 04:10:35 main:581] : INFO : Epoch 1020 | loss: 0.000231532 | val_loss: 0.000235414 | Time: 1635.57 ms
[2020-12-04 04:10:37 main:581] : INFO : Epoch 1021 | loss: 0.00023125 | val_loss: 0.000235166 | Time: 1638.91 ms
[2020-12-04 04:10:38 main:581] : INFO : Epoch 1022 | loss: 0.00023113 | val_loss: 0.000235344 | Time: 1632.21 ms
[2020-12-04 04:10:40 main:581] : INFO : Epoch 1023 | loss: 0.000246629 | val_loss: 0.000254403 | Time: 1629.53 ms
[2020-12-04 04:10:42 main:581] : INFO : Epoch 1024 | loss: 0.000194864 | val_loss: 0.000174034 | Time: 1635.54 ms
[2020-12-04 04:10:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000174034
[2020-12-04 04:10:42 main:610] : INFO : Saving end state to config to file
[2020-12-04 04:10:42 main:615] : INFO : Success, exiting..
04:10:42 (4151236): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)