Task 3298058
| Name | EightBitModified-1605455658-2885-6_0 |
| Workunit | 1567472 |
| Created | 15 Dec 2020, 20:41:08 UTC |
| Sent | 16 Dec 2020, 14:02:05 UTC |
| Report deadline | 23 Dec 2020, 14:02:05 UTC |
| Received | 17 Dec 2020, 3:55:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 49 sec |
| CPU time | 27 min 45 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 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> 1] : INFO : Epoch 525 | loss: 0.000362583 | val_loss: 0.00036901 | Time: 1628.96 ms [2020-12-16 22:37:23 main:581] : INFO : Epoch 526 | loss: 0.000365204 | val_loss: 0.000358993 | Time: 1630.87 ms [2020-12-16 22:37:24 main:581] : INFO : Epoch 527 | loss: 0.000356919 | val_loss: 0.000362441 | Time: 1638.71 ms [2020-12-16 22:37:26 main:581] : INFO : Epoch 528 | loss: 0.000356056 | val_loss: 0.000357793 | Time: 1630.1 ms [2020-12-16 22:37:28 main:581] : INFO : Epoch 529 | loss: 0.000354521 | val_loss: 0.000371892 | Time: 1628.84 ms [2020-12-16 22:37:29 main:581] : INFO : Epoch 530 | loss: 0.00036854 | val_loss: 0.000364443 | Time: 1630.39 ms [2020-12-16 22:37:31 main:581] : INFO : Epoch 531 | loss: 0.000353935 | val_loss: 0.000356619 | Time: 1619.89 ms [2020-12-16 22:37:33 main:581] : INFO : Epoch 532 | loss: 0.000359772 | val_loss: 0.000372662 | Time: 1630.35 ms [2020-12-16 22:37:34 main:581] : INFO : Epoch 533 | loss: 0.000369046 | val_loss: 0.000362364 | Time: 1626.6 ms [2020-12-16 22:37:36 main:581] : INFO : Epoch 534 | loss: 0.000360423 | val_loss: 0.000356374 | Time: 1632.95 ms [2020-12-16 22:37:37 main:581] : INFO : Epoch 535 | loss: 0.000351597 | val_loss: 0.000357983 | Time: 1629.25 ms [2020-12-16 22:37:39 main:581] : INFO : Epoch 536 | loss: 0.000365828 | val_loss: 0.00036266 | Time: 1615.26 ms [2020-12-16 22:37:41 main:581] : INFO : Epoch 537 | loss: 0.00035745 | val_loss: 0.000356045 | Time: 1605.97 ms [2020-12-16 22:37:42 main:581] : INFO : Epoch 538 | loss: 0.00035778 | val_loss: 0.000372369 | Time: 1629.56 ms [2020-12-16 22:37:44 main:581] : INFO : Epoch 539 | loss: 0.000363621 | val_loss: 0.000357847 | Time: 1627.86 ms [2020-12-16 22:37:46 main:581] : INFO : Epoch 540 | loss: 0.000353497 | val_loss: 0.000356567 | Time: 1636.72 ms [2020-12-16 22:37:47 main:581] : INFO : Epoch 541 | loss: 0.00035395 | val_loss: 0.000362388 | Time: 1631.21 ms [2020-12-16 22:37:49 main:581] : INFO : Epoch 542 | loss: 0.000369868 | val_loss: 0.000376795 | Time: 1629.8 ms [2020-12-16 22:37:50 main:581] : INFO : Epoch 543 | loss: 0.00038248 | val_loss: 0.000378026 | Time: 1619.26 ms [2020-12-16 22:37:52 main:581] : INFO : Epoch 544 | loss: 0.000364091 | val_loss: 0.0003644 | Time: 1618.2 ms [2020-12-16 22:37:54 main:581] : INFO : Epoch 545 | loss: 0.000358815 | val_loss: 0.000357646 | Time: 1623.07 ms [2020-12-16 22:37:55 main:581] : INFO : Epoch 546 | loss: 0.0003532 | val_loss: 0.000360244 | Time: 1629.6 ms [2020-12-16 22:37:57 main:581] : INFO : Epoch 547 | loss: 0.000354144 | val_loss: 0.000364695 | Time: 1628.08 ms [2020-12-16 22:37:59 main:581] : INFO : Epoch 548 | loss: 0.000356891 | val_loss: 0.000361078 | Time: 1623.32 ms [2020-12-16 22:38:00 main:581] : INFO : Epoch 549 | loss: 0.000361552 | val_loss: 0.000374916 | Time: 1623.89 ms [2020-12-16 22:38:02 main:581] : INFO : Epoch 550 | loss: 0.000369007 | val_loss: 0.000389858 | Time: 1627.96 ms [2020-12-16 22:38:03 main:581] : INFO : Epoch 551 | loss: 0.000361015 | val_loss: 0.000361661 | Time: 1627.05 ms [2020-12-16 22:38:05 main:581] : INFO : Epoch 552 | loss: 0.000353115 | val_loss: 0.000357406 | Time: 1622.49 ms [2020-12-16 22:38:07 main:581] : INFO : Epoch 553 | loss: 0.000352222 | val_loss: 0.000361496 | Time: 1625.35 ms [2020-12-16 22:38:08 main:581] : INFO : Epoch 554 | loss: 0.000379432 | val_loss: 0.000378864 | Time: 1623.65 ms [2020-12-16 22:38:10 main:581] : INFO : Epoch 555 | loss: 0.000363156 | val_loss: 0.000362189 | Time: 1625.1 ms [2020-12-16 22:38:12 main:581] : INFO : Epoch 556 | loss: 0.000354094 | val_loss: 0.000361542 | Time: 1625.72 ms [2020-12-16 22:38:13 main:581] : INFO : Epoch 557 | loss: 0.000359717 | val_loss: 0.000364508 | Time: 1630.43 ms [2020-12-16 22:38:15 main:581] : INFO : Epoch 558 | loss: 0.000355957 | val_loss: 0.000380422 | Time: 1619.56 ms [2020-12-16 22:38:16 main:581] : INFO : Epoch 559 | loss: 0.000376204 | val_loss: 0.000371294 | Time: 1617.76 ms [2020-12-16 22:38:18 main:581] : INFO : Epoch 560 | loss: 0.000364443 | val_loss: 0.00035922 | Time: 1616.76 ms [2020-12-16 22:38:20 main:581] : INFO : Epoch 561 | loss: 0.000352378 | val_loss: 0.000357423 | Time: 1618.44 ms [2020-12-16 22:38:21 main:581] : INFO : Epoch 562 | loss: 0.000353499 | val_loss: 0.000375126 | Time: 1619.84 ms [2020-12-16 22:38:23 main:581] : INFO : Epoch 563 | loss: 0.000373619 | val_loss: 0.00036001 | Time: 1620.85 ms [2020-12-16 22:38:25 main:581] : INFO : Epoch 564 | loss: 0.000356151 | val_loss: 0.000362367 | Time: 1619.32 ms [2020-12-16 22:38:26 main:581] : INFO : Epoch 565 | loss: 0.0003614 | val_loss: 0.000358903 | Time: 1621.06 ms [2020-12-16 22:38:28 main:581] : INFO : Epoch 566 | loss: 0.000352649 | val_loss: 0.00035616 | Time: 1627.36 ms [2020-12-16 22:38:29 main:581] : INFO : Epoch 567 | loss: 0.000352984 | val_loss: 0.000360359 | Time: 1625.37 ms [2020-12-16 22:38:31 main:581] : INFO : Epoch 568 | loss: 0.000358312 | val_loss: 0.000371854 | Time: 1624.7 ms [2020-12-16 22:38:33 main:581] : INFO : Epoch 569 | loss: 0.000377973 | val_loss: 0.000370041 | Time: 1625.87 ms [2020-12-16 22:38:34 main:581] : INFO : Epoch 570 | loss: 0.000358955 | val_loss: 0.000358722 | Time: 1629.3 ms [2020-12-16 22:38:36 main:581] : INFO : Epoch 571 | loss: 0.000354273 | val_loss: 0.000357773 | Time: 1619.22 ms [2020-12-16 22:38:38 main:581] : INFO : Epoch 572 | loss: 0.000366638 | val_loss: 0.000364683 | Time: 1615.47 ms [2020-12-16 22:38:39 main:581] : INFO : Epoch 573 | loss: 0.000359532 | val_loss: 0.000362331 | Time: 1635.58 ms [2020-12-16 22:38:41 main:581] : INFO : Epoch 574 | loss: 0.000356103 | val_loss: 0.000360517 | Time: 1634.29 ms [2020-12-16 22:38:42 main:581] : INFO : Epoch 575 | loss: 0.000359303 | val_loss: 0.000360071 | Time: 1632.45 ms [2020-12-16 22:38:44 main:581] : INFO : Epoch 576 | loss: 0.000354312 | val_loss: 0.000364802 | Time: 1633.88 ms [2020-12-16 22:38:46 main:581] : INFO : Epoch 577 | loss: 0.000358549 | val_loss: 0.000368345 | Time: 1622.13 ms [2020-12-16 22:38:47 main:581] : INFO : Epoch 578 | loss: 0.000357597 | val_loss: 0.000366524 | Time: 1612.4 ms [2020-12-16 22:38:49 main:581] : INFO : Epoch 579 | loss: 0.000369306 | val_loss: 0.000380763 | Time: 1613.9 ms [2020-12-16 22:38:51 main:581] : INFO : Epoch 580 | loss: 0.000366799 | val_loss: 0.00036428 | Time: 1624.69 ms [2020-12-16 22:38:52 main:581] : INFO : Epoch 581 | loss: 0.000353497 | val_loss: 0.000357562 | Time: 1632.95 ms [2020-12-16 22:38:54 main:581] : INFO : Epoch 582 | loss: 0.000350199 | val_loss: 0.000354736 | Time: 1643.23 ms [2020-12-16 22:38:55 main:581] : INFO : Epoch 583 | loss: 0.0003733 | val_loss: 0.000393207 | Time: 1634.3 ms [2020-12-16 22:38:57 main:581] : INFO : Epoch 584 | loss: 0.000371951 | val_loss: 0.000367193 | Time: 1632.08 ms [2020-12-16 22:38:59 main:581] : INFO : Epoch 585 | loss: 0.000357995 | val_loss: 0.000357729 | Time: 1634.38 ms [2020-12-16 22:39:00 main:581] : INFO : Epoch 586 | loss: 0.000353401 | val_loss: 0.000361996 | Time: 1629.39 ms [2020-12-16 22:39:02 main:581] : INFO : Epoch 587 | loss: 0.000353509 | val_loss: 0.000357538 | Time: 1636.67 ms [2020-12-16 22:39:04 main:581] : INFO : Epoch 588 | loss: 0.000362983 | val_loss: 0.000398937 | Time: 1631.72 ms [2020-12-16 22:39:05 main:581] : INFO : Epoch 589 | loss: 0.000375269 | val_loss: 0.000367954 | Time: 1634.13 ms [2020-12-16 22:39:07 main:581] : INFO : Epoch 590 | loss: 0.000359533 | val_loss: 0.000359871 | Time: 1632.18 ms [2020-12-16 22:39:09 main:581] : INFO : Epoch 591 | loss: 0.000354156 | val_loss: 0.000359547 | Time: 1641.66 ms [2020-12-16 22:39:10 main:581] : INFO : Epoch 592 | loss: 0.000370913 | val_loss: 0.000385555 | Time: 1633.47 ms [2020-12-16 22:39:12 main:581] : INFO : Epoch 593 | loss: 0.000361522 | val_loss: 0.000364221 | Time: 1631.01 ms [2020-12-16 22:39:13 main:581] : INFO : Epoch 594 | loss: 0.000353016 | val_loss: 0.000359343 | Time: 1629.91 ms [2020-12-16 22:39:15 main:581] : INFO : Epoch 595 | loss: 0.00035776 | val_loss: 0.000371244 | Time: 1634.21 ms [2020-12-16 22:39:17 main:581] : INFO : Epoch 596 | loss: 0.000362992 | val_loss: 0.000364629 | Time: 1632.78 ms [2020-12-16 22:39:18 main:581] : INFO : Epoch 597 | loss: 0.00035424 | val_loss: 0.000358915 | Time: 1620.56 ms [2020-12-16 22:39:20 main:581] : INFO : Epoch 598 | loss: 0.000355743 | val_loss: 0.000358173 | Time: 1625.62 ms [2020-12-16 22:39:22 main:581] : INFO : Epoch 599 | loss: 0.000356568 | val_loss: 0.000366845 | Time: 1634.55 ms [2020-12-16 22:39:23 main:581] : INFO : Epoch 600 | loss: 0.000363418 | val_loss: 0.000359848 | Time: 1634.69 ms [2020-12-16 22:39:25 main:581] : INFO : Epoch 601 | loss: 0.000356869 | val_loss: 0.000360008 | Time: 1636.46 ms [2020-12-16 22:39:26 main:581] : INFO : Epoch 602 | loss: 0.000369884 | val_loss: 0.000370391 | Time: 1634.27 ms [2020-12-16 22:39:28 main:581] : INFO : Epoch 603 | loss: 0.000359573 | val_loss: 0.000359412 | Time: 1616.12 ms [2020-12-16 22:39:30 main:581] : INFO : Epoch 604 | loss: 0.000356969 | val_loss: 0.000360702 | Time: 1620.62 ms [2020-12-16 22:39:31 main:581] : INFO : Epoch 605 | loss: 0.000363534 | val_loss: 0.000382726 | Time: 1619.79 ms [2020-12-16 22:39:33 main:581] : INFO : Epoch 606 | loss: 0.000367576 | val_loss: 0.000371719 | Time: 1627.19 ms [2020-12-16 22:39:35 main:581] : INFO : Epoch 607 | loss: 0.000360906 | val_loss: 0.000359866 | Time: 1634.57 ms [2020-12-16 22:39:36 main:581] : INFO : Epoch 608 | loss: 0.000365425 | val_loss: 0.000385309 | Time: 1631.98 ms [2020-12-16 22:39:38 main:581] : INFO : Epoch 609 | loss: 0.000360019 | val_loss: 0.000362256 | Time: 1631.75 ms [2020-12-16 22:39:39 main:581] : INFO : Epoch 610 | loss: 0.000355954 | val_loss: 0.00036511 | Time: 1638.84 ms [2020-12-16 22:39:41 main:581] : INFO : Epoch 611 | loss: 0.000354857 | val_loss: 0.000356191 | Time: 1627.32 ms [2020-12-16 22:39:43 main:581] : INFO : Epoch 612 | loss: 0.000349318 | val_loss: 0.000353824 | Time: 1648.2 ms [2020-12-16 22:39:44 main:581] : INFO : Epoch 613 | loss: 0.000355769 | val_loss: 0.000373377 | Time: 1636.15 ms [2020-12-16 22:39:46 main:581] : INFO : Epoch 614 | loss: 0.000855511 | val_loss: 0.0026933 | Time: 1637.66 ms [2020-12-16 22:39:48 main:581] : INFO : Epoch 615 | loss: 0.00362684 | val_loss: 0.00346749 | Time: 1639.41 ms [2020-12-16 22:39:49 main:581] : INFO : Epoch 616 | loss: 0.00274462 | val_loss: 0.00133102 | Time: 1638.57 ms [2020-12-16 22:39:51 main:581] : INFO : Epoch 617 | loss: 0.00097399 | val_loss: 0.00081402 | Time: 1637.98 ms [2020-12-16 22:39:53 main:581] : INFO : Epoch 618 | loss: 0.000774735 | val_loss: 0.000908787 | Time: 1626.02 ms [2020-12-16 22:39:54 main:581] : INFO : Epoch 619 | loss: 0.000752678 | val_loss: 0.000752963 | Time: 1632.37 ms [2020-12-16 22:39:56 main:581] : INFO : Epoch 620 | loss: 0.000671705 | val_loss: 0.000669337 | Time: 1635.55 ms [2020-12-16 22:39:58 main:581] : INFO : Epoch 621 | loss: 0.000624575 | val_loss: 0.000699793 | Time: 1641.22 ms [2020-12-16 22:39:59 main:581] : INFO : Epoch 622 | loss: 0.000572469 | val_loss: 0.000602859 | Time: 1636.7 ms [2020-12-16 22:40:01 main:581] : INFO : Epoch 623 | loss: 0.000552491 | val_loss: 0.00060396 | Time: 1636.3 ms [2020-12-16 22:40:02 main:581] : INFO : Epoch 624 | loss: 0.000552642 | val_loss: 0.000604564 | Time: 1637.65 ms [2020-12-16 22:40:04 main:581] : INFO : Epoch 625 | loss: 0.00054719 | val_loss: 0.000612378 | Time: 1629.65 ms [2020-12-16 22:40:06 main:581] : INFO : Epoch 626 | loss: 0.000549962 | val_loss: 0.00059418 | Time: 1633.47 ms [2020-12-16 22:40:07 main:581] : INFO : Epoch 627 | loss: 0.000542051 | val_loss: 0.000584734 | Time: 1636.67 ms [2020-12-16 22:40:09 main:581] : INFO : Epoch 628 | loss: 0.000534368 | val_loss: 0.000565568 | Time: 1645.37 ms [2020-12-16 22:40:11 main:581] : INFO : Epoch 629 | loss: 0.000467129 | val_loss: 0.000483643 | Time: 1636.6 ms [2020-12-16 22:40:12 main:581] : INFO : Epoch 630 | loss: 0.000434303 | val_loss: 0.000455941 | Time: 1637.27 ms [2020-12-16 22:40:14 main:581] : INFO : Epoch 631 | loss: 0.00041308 | val_loss: 0.000435625 | Time: 1635.92 ms [2020-12-16 22:40:16 main:581] : INFO : Epoch 632 | loss: 0.000406408 | val_loss: 0.00043571 | Time: 1643.58 ms [2020-12-16 22:40:17 main:581] : INFO : Epoch 633 | loss: 0.00040017 | val_loss: 0.000426407 | Time: 1632.36 ms [2020-12-16 22:40:19 main:581] : INFO : Epoch 634 | loss: 0.000396266 | val_loss: 0.000435021 | Time: 1631.08 ms [2020-12-16 22:40:20 main:581] : INFO : Epoch 635 | loss: 0.000395226 | val_loss: 0.00043472 | Time: 1633.35 ms [2020-12-16 22:40:22 main:581] : INFO : Epoch 636 | loss: 0.000394184 | val_loss: 0.000434454 | Time: 1636.22 ms [2020-12-16 22:40:24 main:581] : INFO : Epoch 637 | loss: 0.000395991 | val_loss: 0.000442665 | Time: 1626.58 ms [2020-12-16 22:40:25 main:581] : INFO : Epoch 638 | loss: 0.000407508 | val_loss: 0.000445651 | Time: 1638.87 ms [2020-12-16 22:40:27 main:581] : INFO : Epoch 639 | loss: 0.000395028 | val_loss: 0.000434119 | Time: 1628.51 ms [2020-12-16 22:40:29 main:581] : INFO : Epoch 640 | loss: 0.000390701 | val_loss: 0.000430328 | Time: 1612.56 ms [2020-12-16 22:40:30 main:581] : INFO : Epoch 641 | loss: 0.000389539 | val_loss: 0.000429396 | Time: 1610.4 ms [2020-12-16 22:40:32 main:581] : INFO : Epoch 642 | loss: 0.000389865 | val_loss: 0.000428085 | Time: 1610.98 ms [2020-12-16 22:40:33 main:581] : INFO : Epoch 643 | loss: 0.000389626 | val_loss: 0.00042855 | Time: 1627.9 ms [2020-12-16 22:40:35 main:581] : INFO : Epoch 644 | loss: 0.000390734 | val_loss: 0.000441533 | Time: 1634.39 ms [2020-12-16 22:40:37 main:581] : INFO : Epoch 645 | loss: 0.000401448 | val_loss: 0.000434371 | Time: 1634.18 ms [2020-12-16 22:40:38 main:581] : INFO : Epoch 646 | loss: 0.000390105 | val_loss: 0.00042523 | Time: 1635.2 ms [2020-12-16 22:40:40 main:581] : INFO : Epoch 647 | loss: 0.000387689 | val_loss: 0.000424837 | Time: 1640.54 ms [2020-12-16 22:40:42 main:581] : INFO : Epoch 648 | loss: 0.000387827 | val_loss: 0.000426546 | Time: 1632.03 ms [2020-12-16 22:40:43 main:581] : INFO : Epoch 649 | loss: 0.000389001 | val_loss: 0.000427573 | Time: 1631.06 ms [2020-12-16 22:40:45 main:581] : INFO : Epoch 650 | loss: 0.000395079 | val_loss: 0.000438263 | Time: 1625.7 ms [2020-12-16 22:40:46 main:581] : INFO : Epoch 651 | loss: 0.000412527 | val_loss: 0.000432207 | Time: 1615.07 ms [2020-12-16 22:40:48 main:581] : INFO : Epoch 652 | loss: 0.000390308 | val_loss: 0.000423733 | Time: 1611.57 ms [2020-12-16 22:40:50 main:581] : INFO : Epoch 653 | loss: 0.000387245 | val_loss: 0.00042362 | Time: 1608.3 ms [2020-12-16 22:40:51 main:581] : INFO : Epoch 654 | loss: 0.000386362 | val_loss: 0.000423059 | Time: 1616.54 ms [2020-12-16 22:40:53 main:581] : INFO : Epoch 655 | loss: 0.000386184 | val_loss: 0.000423911 | Time: 1618.97 ms [2020-12-16 22:40:55 main:581] : INFO : Epoch 656 | loss: 0.000405798 | val_loss: 0.000442075 | Time: 1615.24 ms [2020-12-16 22:40:56 main:581] : INFO : Epoch 657 | loss: 0.00039273 | val_loss: 0.000428929 | Time: 1614.42 ms [2020-12-16 22:40:58 main:581] : INFO : Epoch 658 | loss: 0.000389967 | val_loss: 0.000422957 | Time: 1615.24 ms [2020-12-16 22:40:59 main:581] : INFO : Epoch 659 | loss: 0.00038558 | val_loss: 0.000420887 | Time: 1626.53 ms [2020-12-16 22:41:01 main:581] : INFO : Epoch 660 | loss: 0.000388893 | val_loss: 0.000431654 | Time: 1620.15 ms [2020-12-16 22:41:03 main:581] : INFO : Epoch 661 | loss: 0.00039676 | val_loss: 0.000423641 | Time: 1622 ms [2020-12-16 22:41:04 main:581] : INFO : Epoch 662 | loss: 0.000386777 | val_loss: 0.000417342 | Time: 1641.25 ms [2020-12-16 22:41:06 main:581] : INFO : Epoch 663 | loss: 0.000395201 | val_loss: 0.000436153 | Time: 1626 ms [2020-12-16 22:41:08 main:581] : INFO : Epoch 664 | loss: 0.000390604 | val_loss: 0.000419235 | Time: 1625.53 ms [2020-12-16 22:41:09 main:581] : INFO : Epoch 665 | loss: 0.000386176 | val_loss: 0.000416418 | Time: 1626.61 ms [2020-12-16 22:41:11 main:581] : INFO : Epoch 666 | loss: 0.000390754 | val_loss: 0.000439327 | Time: 1627.89 ms [2020-12-16 22:41:12 main:581] : INFO : Epoch 667 | loss: 0.000395875 | val_loss: 0.000416255 | Time: 1619.38 ms [2020-12-16 22:41:14 main:581] : INFO : Epoch 668 | loss: 0.000386836 | val_loss: 0.000416869 | Time: 1643.9 ms [2020-12-16 22:41:16 main:581] : INFO : Epoch 669 | loss: 0.000421182 | val_loss: 0.00046116 | Time: 1627.96 ms [2020-12-16 22:41:17 main:581] : INFO : Epoch 670 | loss: 0.000400106 | val_loss: 0.000425316 | Time: 1621.5 ms [2020-12-16 22:41:19 main:581] : INFO : Epoch 671 | loss: 0.000388548 | val_loss: 0.00041578 | Time: 1618.36 ms [2020-12-16 22:41:21 main:581] : INFO : Epoch 672 | loss: 0.000388382 | val_loss: 0.000421746 | Time: 1626.91 ms [2020-12-16 22:41:22 main:581] : INFO : Epoch 673 | loss: 0.000388984 | val_loss: 0.000415675 | Time: 1627.76 ms [2020-12-16 22:41:24 main:581] : INFO : Epoch 674 | loss: 0.000385322 | val_loss: 0.000418166 | Time: 1623.81 ms [2020-12-16 22:41:25 main:581] : INFO : Epoch 675 | loss: 0.000387503 | val_loss: 0.000414784 | Time: 1626.06 ms [2020-12-16 22:41:27 main:581] : INFO : Epoch 676 | loss: 0.000383613 | val_loss: 0.000414326 | Time: 1627.03 ms [2020-12-16 22:41:29 main:581] : INFO : Epoch 677 | loss: 0.000394999 | val_loss: 0.000467683 | Time: 1628.4 ms [2020-12-16 22:41:30 main:581] : INFO : Epoch 678 | loss: 0.00040209 | val_loss: 0.000421772 | Time: 1621.98 ms [2020-12-16 22:41:32 main:581] : INFO : Epoch 679 | loss: 0.000385518 | val_loss: 0.000413557 | Time: 1623.04 ms [2020-12-16 22:41:34 main:581] : INFO : Epoch 680 | loss: 0.000388424 | val_loss: 0.000427137 | Time: 1620.26 ms [2020-12-16 22:41:35 main:581] : INFO : Epoch 681 | loss: 0.000390052 | val_loss: 0.000416279 | Time: 1625.7 ms [2020-12-16 22:41:37 main:581] : INFO : Epoch 682 | loss: 0.000385045 | val_loss: 0.000417079 | Time: 1640.62 ms [2020-12-16 22:41:38 main:581] : INFO : Epoch 683 | loss: 0.000390303 | val_loss: 0.000442475 | Time: 1634.41 ms [2020-12-16 22:41:40 main:581] : INFO : Epoch 684 | loss: 0.000399095 | val_loss: 0.000416273 | Time: 1641.69 ms [2020-12-16 22:41:42 main:581] : INFO : Epoch 685 | loss: 0.000386085 | val_loss: 0.000418628 | Time: 1647.77 ms [2020-12-16 22:41:43 main:581] : INFO : Epoch 686 | loss: 0.000388452 | val_loss: 0.000415129 | Time: 1639.32 ms [2020-12-16 22:41:45 main:581] : INFO : Epoch 687 | loss: 0.000385387 | val_loss: 0.000414011 | Time: 1621.37 ms [2020-12-16 22:41:47 main:581] : INFO : Epoch 688 | loss: 0.000384537 | val_loss: 0.00042521 | Time: 1623.79 ms [2020-12-16 22:41:48 main:581] : INFO : Epoch 689 | loss: 0.000415439 | val_loss: 0.000428682 | Time: 1619.29 ms [2020-12-16 22:41:50 main:581] : INFO : Epoch 690 | loss: 0.000393245 | val_loss: 0.000418972 | Time: 1625.92 ms [2020-12-16 22:41:51 main:581] : INFO : Epoch 691 | loss: 0.000384679 | val_loss: 0.000415422 | Time: 1621.44 ms [2020-12-16 22:41:53 main:581] : INFO : Epoch 692 | loss: 0.00038697 | val_loss: 0.000426332 | Time: 1618.6 ms [2020-12-16 22:41:55 main:581] : INFO : Epoch 693 | loss: 0.000398505 | val_loss: 0.000422826 | Time: 1618 ms [2020-12-16 22:41:56 main:581] : INFO : Epoch 694 | loss: 0.000387537 | val_loss: 0.000420937 | Time: 1607.79 ms [2020-12-16 22:41:58 main:581] : INFO : Epoch 695 | loss: 0.000384754 | val_loss: 0.0004135 | Time: 1613.79 ms [2020-12-16 22:42:00 main:581] : INFO : Epoch 696 | loss: 0.000384154 | val_loss: 0.000416877 | Time: 1608.87 ms [2020-12-16 22:42:01 main:581] : INFO : Epoch 697 | loss: 0.00038377 | val_loss: 0.000414012 | Time: 1615.82 ms [2020-12-16 22:42:03 main:581] : INFO : Epoch 698 | loss: 0.000422256 | val_loss: 0.000447334 | Time: 1611 ms [2020-12-16 22:42:04 main:581] : INFO : Epoch 699 | loss: 0.000401149 | val_loss: 0.000415657 | Time: 1613.61 ms [2020-12-16 22:42:06 main:581] : INFO : Epoch 700 | loss: 0.000385488 | val_loss: 0.000416135 | Time: 1615.35 ms [2020-12-16 22:42:08 main:581] : INFO : Epoch 701 | loss: 0.000384729 | val_loss: 0.000413372 | Time: 1613.59 ms [2020-12-16 22:42:09 main:581] : INFO : Epoch 702 | loss: 0.000382416 | val_loss: 0.000412655 | Time: 1609.95 ms [2020-12-16 22:42:11 main:581] : INFO : Epoch 703 | loss: 0.000390676 | val_loss: 0.000454385 | Time: 1608.5 ms [2020-12-16 22:42:12 main:581] : INFO : Epoch 704 | loss: 0.000403502 | val_loss: 0.000422838 | Time: 1609.14 ms [2020-12-16 22:42:14 main:581] : INFO : Epoch 705 | loss: 0.000385571 | val_loss: 0.000413825 | Time: 1606.86 ms [2020-12-16 22:42:16 main:581] : INFO : Epoch 706 | loss: 0.000382506 | val_loss: 0.000413733 | Time: 1606.71 ms [2020-12-16 22:42:17 main:581] : INFO : Epoch 707 | loss: 0.000396422 | val_loss: 0.000420144 | Time: 1613.25 ms [2020-12-16 22:42:19 main:581] : INFO : Epoch 708 | loss: 0.000387572 | val_loss: 0.000414393 | Time: 1615.81 ms [2020-12-16 22:42:21 main:581] : INFO : Epoch 709 | loss: 0.00038544 | val_loss: 0.000414789 | Time: 1627.48 ms [2020-12-16 22:42:22 main:581] : INFO : Epoch 710 | loss: 0.000387772 | val_loss: 0.000425964 | Time: 1627.47 ms [2020-12-16 22:42:24 main:581] : INFO : Epoch 711 | loss: 0.000400612 | val_loss: 0.000420277 | Time: 1629.63 ms [2020-12-16 22:42:25 main:581] : INFO : Epoch 712 | loss: 0.000392301 | val_loss: 0.000422357 | Time: 1630.86 ms [2020-12-16 22:42:27 main:581] : INFO : Epoch 713 | loss: 0.000386714 | val_loss: 0.00041808 | Time: 1626.44 ms [2020-12-16 22:42:29 main:581] : INFO : Epoch 714 | loss: 0.00039185 | val_loss: 0.000427169 | Time: 1620.2 ms [2020-12-16 22:42:30 main:581] : INFO : Epoch 715 | loss: 0.000387353 | val_loss: 0.000414999 | Time: 1620.45 ms [2020-12-16 22:42:32 main:581] : INFO : Epoch 716 | loss: 0.000383245 | val_loss: 0.000415205 | Time: 1620.06 ms [2020-12-16 22:42:34 main:581] : INFO : Epoch 717 | loss: 0.000424332 | val_loss: 0.000456953 | Time: 1613.58 ms [2020-12-16 22:42:35 main:581] : INFO : Epoch 718 | loss: 0.000400184 | val_loss: 0.000422944 | Time: 1607.08 ms [2020-12-16 22:42:37 main:581] : INFO : Epoch 719 | loss: 0.000388891 | val_loss: 0.000416709 | Time: 1608.17 ms [2020-12-16 22:42:38 main:581] : INFO : Epoch 720 | loss: 0.000387925 | val_loss: 0.000413792 | Time: 1619.05 ms [2020-12-16 22:42:40 main:581] : INFO : Epoch 721 | loss: 0.000388816 | val_loss: 0.000434376 | Time: 1610.97 ms [2020-12-16 22:42:42 main:581] : INFO : Epoch 722 | loss: 0.000397225 | val_loss: 0.000419569 | Time: 1619.21 ms [2020-12-16 22:42:43 main:581] : INFO : Epoch 723 | loss: 0.00038604 | val_loss: 0.000414095 | Time: 1613.39 ms [2020-12-16 22:42:45 main:581] : INFO : Epoch 724 | loss: 0.000383748 | val_loss: 0.000414754 | Time: 1613.68 ms [2020-12-16 22:42:46 main:581] : INFO : Epoch 725 | loss: 0.000387975 | val_loss: 0.000418502 | Time: 1625.05 ms [2020-12-16 22:42:48 main:581] : INFO : Epoch 726 | loss: 0.00039057 | val_loss: 0.000429801 | Time: 1631.82 ms [2020-12-16 22:42:50 main:581] : INFO : Epoch 727 | loss: 0.000391994 | val_loss: 0.000413165 | Time: 1633.64 ms [2020-12-16 22:42:51 main:581] : INFO : Epoch 728 | loss: 0.000384678 | val_loss: 0.000417958 | Time: 1633.27 ms [2020-12-16 22:42:53 main:581] : INFO : Epoch 729 | loss: 0.000394639 | val_loss: 0.000438193 | Time: 1639.09 ms [2020-12-16 22:42:55 main:581] : INFO : Epoch 730 | loss: 0.000414579 | val_loss: 0.000426179 | Time: 1630.92 ms [2020-12-16 22:42:56 main:581] : INFO : Epoch 731 | loss: 0.000393907 | val_loss: 0.000416018 | Time: 1631.96 ms [2020-12-16 22:42:58 main:581] : INFO : Epoch 732 | loss: 0.000384786 | val_loss: 0.000414912 | Time: 1629.65 ms [2020-12-16 22:42:59 main:581] : INFO : Epoch 733 | loss: 0.000384001 | val_loss: 0.000412521 | Time: 1636.93 ms [2020-12-16 22:43:01 main:581] : INFO : Epoch 734 | loss: 0.000384531 | val_loss: 0.000427735 | Time: 1629.18 ms [2020-12-16 22:43:03 main:581] : INFO : Epoch 735 | loss: 0.000403029 | val_loss: 0.000425008 | Time: 1628.05 ms [2020-12-16 22:43:04 main:581] : INFO : Epoch 736 | loss: 0.00039659 | val_loss: 0.000415932 | Time: 1621.53 ms [2020-12-16 22:43:06 main:581] : INFO : Epoch 737 | loss: 0.000387011 | val_loss: 0.00041611 | Time: 1618.54 ms [2020-12-16 22:43:08 main:581] : INFO : Epoch 738 | loss: 0.000386262 | val_loss: 0.000413695 | Time: 1616.49 ms [2020-12-16 22:43:09 main:581] : INFO : Epoch 739 | loss: 0.000390323 | val_loss: 0.000415388 | Time: 1625.29 ms [2020-12-16 22:43:11 main:581] : INFO : Epoch 740 | loss: 0.000392647 | val_loss: 0.000449883 | Time: 1626.04 ms [2020-12-16 22:43:12 main:581] : INFO : Epoch 741 | loss: 0.000403091 | val_loss: 0.000419538 | Time: 1625.68 ms [2020-12-16 22:43:14 main:581] : INFO : Epoch 742 | loss: 0.000391294 | val_loss: 0.000416692 | Time: 1623.72 ms [2020-12-16 22:43:16 main:581] : INFO : Epoch 743 | loss: 0.000385065 | val_loss: 0.000416084 | Time: 1617.9 ms [2020-12-16 22:43:17 main:581] : INFO : Epoch 744 | loss: 0.000388821 | val_loss: 0.00044165 | Time: 1616.11 ms [2020-12-16 22:43:19 main:581] : INFO : Epoch 745 | loss: 0.000403564 | val_loss: 0.000414567 | Time: 1613.87 ms [2020-12-16 22:43:21 main:581] : INFO : Epoch 746 | loss: 0.000387684 | val_loss: 0.000420533 | Time: 1617.1 ms [2020-12-16 22:43:22 main:581] : INFO : Epoch 747 | loss: 0.000419771 | val_loss: 0.00044278 | Time: 1620.24 ms [2020-12-16 22:43:24 main:581] : INFO : Epoch 748 | loss: 0.000391851 | val_loss: 0.00041232 | Time: 1614.57 ms [2020-12-16 22:43:25 main:581] : INFO : Epoch 749 | loss: 0.000383969 | val_loss: 0.000414073 | Time: 1618.89 ms [2020-12-16 22:43:27 main:581] : INFO : Epoch 750 | loss: 0.000386621 | val_loss: 0.000418607 | Time: 1617.62 ms [2020-12-16 22:43:29 main:581] : INFO : Epoch 751 | loss: 0.000393738 | val_loss: 0.000422133 | Time: 1613.46 ms [2020-12-16 22:43:30 main:581] : INFO : Epoch 752 | loss: 0.000403685 | val_loss: 0.000415923 | Time: 1622.38 ms [2020-12-16 22:43:32 main:581] : INFO : Epoch 753 | loss: 0.000387148 | val_loss: 0.000414578 | Time: 1613.77 ms [2020-12-16 22:43:34 main:581] : INFO : Epoch 754 | loss: 0.000386266 | val_loss: 0.000411255 | Time: 1621.53 ms [2020-12-16 22:43:35 main:581] : INFO : Epoch 755 | loss: 0.000382891 | val_loss: 0.000410928 | Time: 1623.42 ms [2020-12-16 22:43:37 main:581] : INFO : Epoch 756 | loss: 0.000387161 | val_loss: 0.000421773 | Time: 1627.54 ms [2020-12-16 22:43:38 main:581] : INFO : Epoch 757 | loss: 0.000394561 | val_loss: 0.000420395 | Time: 1630.54 ms [2020-12-16 22:43:40 main:581] : INFO : Epoch 758 | loss: 0.000396005 | val_loss: 0.00042538 | Time: 1628.12 ms [2020-12-16 22:43:42 main:581] : INFO : Epoch 759 | loss: 0.000395768 | val_loss: 0.000416452 | Time: 1616.93 ms [2020-12-16 22:43:43 main:581] : INFO : Epoch 760 | loss: 0.00038737 | val_loss: 0.00041512 | Time: 1632.29 ms [2020-12-16 22:43:45 main:581] : INFO : Epoch 761 | loss: 0.000476931 | val_loss: 0.000916784 | Time: 1631.94 ms [2020-12-16 22:43:47 main:581] : INFO : Epoch 762 | loss: 0.000911362 | val_loss: 0.00108701 | Time: 1616.5 ms [2020-12-16 22:43:48 main:581] : INFO : Epoch 763 | loss: 0.00169233 | val_loss: 0.00137884 | Time: 1626.65 ms [2020-12-16 22:43:50 main:581] : INFO : Epoch 764 | loss: 0.00108649 | val_loss: 0.0010417 | Time: 1640.3 ms [2020-12-16 22:43:51 main:581] : INFO : Epoch 765 | loss: 0.00100722 | val_loss: 0.00101517 | Time: 1631.69 ms [2020-12-16 22:43:53 main:581] : INFO : Epoch 766 | loss: 0.000930223 | val_loss: 0.00091994 | Time: 1619.37 ms [2020-12-16 22:43:55 main:581] : INFO : Epoch 767 | loss: 0.000887913 | val_loss: 0.000950798 | Time: 1623.02 ms [2020-12-16 22:43:56 main:581] : INFO : Epoch 768 | loss: 0.000880185 | val_loss: 0.000934074 | Time: 1628.85 ms [2020-12-16 22:43:58 main:581] : INFO : Epoch 769 | loss: 0.000866447 | val_loss: 0.000942049 | Time: 1634.78 ms [2020-12-16 22:44:00 main:581] : INFO : Epoch 770 | loss: 0.00087189 | val_loss: 0.0010179 | Time: 1635.34 ms [2020-12-16 22:44:01 main:581] : INFO : Epoch 771 | loss: 0.000977663 | val_loss: 0.00104666 | Time: 1617.41 ms [2020-12-16 22:44:03 main:581] : INFO : Epoch 772 | loss: 0.000951681 | val_loss: 0.00101245 | Time: 1619.23 ms [2020-12-16 22:44:04 main:581] : INFO : Epoch 773 | loss: 0.0010248 | val_loss: 0.00116816 | Time: 1619.81 ms [2020-12-16 22:44:06 main:581] : INFO : Epoch 774 | loss: 0.00102478 | val_loss: 0.00110236 | Time: 1618.38 ms [2020-12-16 22:44:08 main:581] : INFO : Epoch 775 | loss: 0.00099294 | val_loss: 0.00108139 | Time: 1617.72 ms [2020-12-16 22:44:09 main:581] : INFO : Epoch 776 | loss: 0.000981794 | val_loss: 0.00108306 | Time: 1610.34 ms [2020-12-16 22:44:11 main:581] : INFO : Epoch 777 | loss: 0.000982618 | val_loss: 0.00108486 | Time: 1611.98 ms [2020-12-16 22:44:12 main:581] : INFO : Epoch 778 | loss: 0.00097615 | val_loss: 0.00106957 | Time: 1609.49 ms [2020-12-16 22:44:14 main:581] : INFO : Epoch 779 | loss: 0.0009671 | val_loss: 0.00106276 | Time: 1605.16 ms [2020-12-16 22:44:16 main:581] : INFO : Epoch 780 | loss: 0.000966778 | val_loss: 0.00105165 | Time: 1607.95 ms [2020-12-16 22:44:17 main:581] : INFO : Epoch 781 | loss: 0.000963295 | val_loss: 0.00104923 | Time: 1613.03 ms [2020-12-16 22:44:19 main:581] : INFO : Epoch 782 | loss: 0.000963086 | val_loss: 0.0010855 | Time: 1606.34 ms [2020-12-16 22:44:21 main:581] : INFO : Epoch 783 | loss: 0.000980616 | val_loss: 0.00106014 | Time: 1607.99 ms [2020-12-16 22:44:22 main:581] : INFO : Epoch 784 | loss: 0.000965571 | val_loss: 0.00105459 | Time: 1610.49 ms [2020-12-16 22:44:24 main:581] : INFO : Epoch 785 | loss: 0.000960204 | val_loss: 0.00105047 | Time: 1605.35 ms [2020-12-16 22:44:25 main:581] : INFO : Epoch 786 | loss: 0.00096767 | val_loss: 0.00105372 | Time: 1612.46 ms [2020-12-16 22:44:27 main:581] : INFO : Epoch 787 | loss: 0.00096182 | val_loss: 0.0010574 | Time: 1613.69 ms [2020-12-16 22:44:29 main:581] : INFO : Epoch 788 | loss: 0.000958413 | val_loss: 0.00104512 | Time: 1606.91 ms [2020-12-16 22:44:30 main:581] : INFO : Epoch 789 | loss: 0.000958228 | val_loss: 0.0010597 | Time: 1612.95 ms [2020-12-16 22:44:32 main:581] : INFO : Epoch 790 | loss: 0.000965386 | val_loss: 0.00104445 | Time: 1618.78 ms [2020-12-16 22:44:33 main:581] : INFO : Epoch 791 | loss: 0.000966326 | val_loss: 0.00108941 | Time: 1617.75 ms [2020-12-16 22:44:35 main:581] : INFO : Epoch 792 | loss: 0.000978891 | val_loss: 0.00105986 | Time: 1635.8 ms [2020-12-16 22:44:37 main:581] : INFO : Epoch 793 | loss: 0.000972203 | val_loss: 0.00107756 | Time: 1631.84 ms [2020-12-16 22:44:38 main:581] : INFO : Epoch 794 | loss: 0.000967984 | val_loss: 0.00106624 | Time: 1635.19 ms [2020-12-16 22:44:40 main:581] : INFO : Epoch 795 | loss: 0.000963366 | val_loss: 0.00106056 | Time: 1634.82 ms [2020-12-16 22:44:42 main:581] : INFO : Epoch 796 | loss: 0.000964217 | val_loss: 0.00105439 | Time: 1633.2 ms [2020-12-16 22:44:43 main:581] : INFO : Epoch 797 | loss: 0.000960638 | val_loss: 0.001053 | Time: 1628.36 ms [2020-12-16 22:44:45 main:581] : INFO : Epoch 798 | loss: 0.000960938 | val_loss: 0.00106192 | Time: 1637.84 ms [2020-12-16 22:44:47 main:581] : INFO : Epoch 799 | loss: 0.00096184 | val_loss: 0.00107558 | Time: 1632.18 ms [2020-12-16 22:44:48 main:581] : INFO : Epoch 800 | loss: 0.00097819 | val_loss: 0.00107768 | Time: 1631.16 ms [2020-12-16 22:44:50 main:581] : INFO : Epoch 801 | loss: 0.00096308 | val_loss: 0.00104059 | Time: 1632.98 ms [2020-12-16 22:44:51 main:581] : INFO : Epoch 802 | loss: 0.000950925 | val_loss: 0.00103411 | Time: 1635.24 ms [2020-12-16 22:44:53 main:581] : INFO : Epoch 803 | loss: 0.000948114 | val_loss: 0.00103285 | Time: 1637.61 ms [2020-12-16 22:44:55 main:581] : INFO : Epoch 804 | loss: 0.00095435 | val_loss: 0.00103931 | Time: 1639.78 ms [2020-12-16 22:44:56 main:581] : INFO : Epoch 805 | loss: 0.000946754 | val_loss: 0.00103534 | Time: 1632.92 ms [2020-12-16 22:44:58 main:581] : INFO : Epoch 806 | loss: 0.000948291 | val_loss: 0.0010392 | Time: 1637.9 ms [2020-12-16 22:45:00 main:581] : INFO : Epoch 807 | loss: 0.000956917 | val_loss: 0.00103379 | Time: 1628.09 ms [2020-12-16 22:45:01 main:581] : INFO : Epoch 808 | loss: 0.00094014 | val_loss: 0.00100029 | Time: 1629.13 ms [2020-12-16 22:45:03 main:581] : INFO : Epoch 809 | loss: 0.000936176 | val_loss: 0.00100255 | Time: 1628.72 ms [2020-12-16 22:45:04 main:581] : INFO : Epoch 810 | loss: 0.000934905 | val_loss: 0.000994341 | Time: 1634.93 ms [2020-12-16 22:45:06 main:581] : INFO : Epoch 811 | loss: 0.000911401 | val_loss: 0.000987121 | Time: 1628.55 ms [2020-12-16 22:45:08 main:581] : INFO : Epoch 812 | loss: 0.000916229 | val_loss: 0.000982768 | Time: 1633.57 ms [2020-12-16 22:45:09 main:581] : INFO : Epoch 813 | loss: 0.000909365 | val_loss: 0.000975153 | Time: 1635.14 ms [2020-12-16 22:45:11 main:581] : INFO : Epoch 814 | loss: 0.000897118 | val_loss: 0.00097399 | Time: 1642.64 ms [2020-12-16 22:45:13 main:581] : INFO : Epoch 815 | loss: 0.000906269 | val_loss: 0.000974584 | Time: 1631.95 ms [2020-12-16 22:45:14 main:581] : INFO : Epoch 816 | loss: 0.000896872 | val_loss: 0.000960889 | Time: 1638.65 ms [2020-12-16 22:45:16 main:581] : INFO : Epoch 817 | loss: 0.00089217 | val_loss: 0.000964859 | Time: 1633.02 ms [2020-12-16 22:45:18 main:581] : INFO : Epoch 818 | loss: 0.000894799 | val_loss: 0.000966487 | Time: 1643.55 ms [2020-12-16 22:45:19 main:581] : INFO : Epoch 819 | loss: 0.000893355 | val_loss: 0.000961124 | Time: 1633.56 ms [2020-12-16 22:45:21 main:581] : INFO : Epoch 820 | loss: 0.00089164 | val_loss: 0.000964937 | Time: 1636.86 ms [2020-12-16 22:45:22 main:581] : INFO : Epoch 821 | loss: 0.000900126 | val_loss: 0.000966661 | Time: 1642.01 ms [2020-12-16 22:45:24 main:581] : INFO : Epoch 822 | loss: 0.000890074 | val_loss: 0.000948588 | Time: 1635.47 ms [2020-12-16 22:45:26 main:581] : INFO : Epoch 823 | loss: 0.000883961 | val_loss: 0.000968515 | Time: 1626.47 ms [2020-12-16 22:45:27 main:581] : INFO : Epoch 824 | loss: 0.000897489 | val_loss: 0.000941711 | Time: 1620.77 ms [2020-12-16 22:45:29 main:581] : INFO : Epoch 825 | loss: 0.000881442 | val_loss: 0.000936869 | Time: 1618.36 ms [2020-12-16 22:45:31 main:581] : INFO : Epoch 826 | loss: 0.000876813 | val_loss: 0.000932464 | Time: 1611.89 ms [2020-12-16 22:45:32 main:581] : INFO : Epoch 827 | loss: 0.00087826 | val_loss: 0.000936934 | Time: 1615.23 ms [2020-12-16 22:45:34 main:581] : INFO : Epoch 828 | loss: 0.000873323 | val_loss: 0.000936642 | Time: 1621.44 ms [2020-12-16 22:45:35 main:581] : INFO : Epoch 829 | loss: 0.000872198 | val_loss: 0.000926324 | Time: 1630.17 ms [2020-12-16 22:45:37 main:581] : INFO : Epoch 830 | loss: 0.000868484 | val_loss: 0.000949781 | Time: 1631.68 ms [2020-12-16 22:45:39 main:581] : INFO : Epoch 831 | loss: 0.000865985 | val_loss: 0.000946068 | Time: 1633.45 ms [2020-12-16 22:45:40 main:581] : INFO : Epoch 832 | loss: 0.000878285 | val_loss: 0.000940424 | Time: 1631.36 ms [2020-12-16 22:45:42 main:581] : INFO : Epoch 833 | loss: 0.000865603 | val_loss: 0.000946205 | Time: 1632.29 ms [2020-12-16 22:45:44 main:581] : INFO : Epoch 834 | loss: 0.000878423 | val_loss: 0.000953768 | Time: 1636.59 ms [2020-12-16 22:45:45 main:581] : INFO : Epoch 835 | loss: 0.000869467 | val_loss: 0.000932781 | Time: 1631.31 ms [2020-12-16 22:45:47 main:581] : INFO : Epoch 836 | loss: 0.000858834 | val_loss: 0.000927525 | Time: 1631.94 ms [2020-12-16 22:45:49 main:581] : INFO : Epoch 837 | loss: 0.000859213 | val_loss: 0.000925993 | Time: 1628.15 ms [2020-12-16 22:45:50 main:581] : INFO : Epoch 838 | loss: 0.00086635 | val_loss: 0.000966939 | Time: 1643.05 ms [2020-12-16 22:45:52 main:581] : INFO : Epoch 839 | loss: 0.000866419 | val_loss: 0.000926477 | Time: 1624.15 ms [2020-12-16 22:45:53 main:581] : INFO : Epoch 840 | loss: 0.000854224 | val_loss: 0.00092664 | Time: 1623.33 ms [2020-12-16 22:45:55 main:581] : INFO : Epoch 841 | loss: 0.000854317 | val_loss: 0.000928319 | Time: 1622.61 ms [2020-12-16 22:45:57 main:581] : INFO : Epoch 842 | loss: 0.00086312 | val_loss: 0.000950039 | Time: 1626.92 ms [2020-12-16 22:45:58 main:581] : INFO : Epoch 843 | loss: 0.000865668 | val_loss: 0.00093289 | Time: 1620.77 ms [2020-12-16 22:46:00 main:581] : INFO : Epoch 844 | loss: 0.000855603 | val_loss: 0.000923045 | Time: 1619.56 ms [2020-12-16 22:46:02 main:581] : INFO : Epoch 845 | loss: 0.000851517 | val_loss: 0.000919497 | Time: 1626.79 ms [2020-12-16 22:46:03 main:581] : INFO : Epoch 846 | loss: 0.000857353 | val_loss: 0.000928133 | Time: 1611.71 ms [2020-12-16 22:46:05 main:581] : INFO : Epoch 847 | loss: 0.000853669 | val_loss: 0.000911738 | Time: 1615.64 ms [2020-12-16 22:46:06 main:581] : INFO : Epoch 848 | loss: 0.00085745 | val_loss: 0.000938318 | Time: 1627.04 ms [2020-12-16 22:46:08 main:581] : INFO : Epoch 849 | loss: 0.000860837 | val_loss: 0.000917477 | Time: 1624.82 ms [2020-12-16 22:46:10 main:581] : INFO : Epoch 850 | loss: 0.000873158 | val_loss: 0.00100835 | Time: 1623.72 ms [2020-12-16 22:46:11 main:581] : INFO : Epoch 851 | loss: 0.00120869 | val_loss: 0.00119581 | Time: 1622.26 ms [2020-12-16 22:46:13 main:581] : INFO : Epoch 852 | loss: 0.00102217 | val_loss: 0.00101299 | Time: 1624.38 ms [2020-12-16 22:46:15 main:581] : INFO : Epoch 853 | loss: 0.000926205 | val_loss: 0.000951488 | Time: 1623.8 ms [2020-12-16 22:46:16 main:581] : INFO : Epoch 854 | loss: 0.000903937 | val_loss: 0.000935561 | Time: 1621.86 ms [2020-12-16 22:46:18 main:581] : INFO : Epoch 855 | loss: 0.000890106 | val_loss: 0.000924468 | Time: 1617.25 ms [2020-12-16 22:46:19 main:581] : INFO : Epoch 856 | loss: 0.000861591 | val_loss: 0.000892879 | Time: 1625.53 ms [2020-12-16 22:46:21 main:581] : INFO : Epoch 857 | loss: 0.000829752 | val_loss: 0.000883582 | Time: 1635.56 ms [2020-12-16 22:46:23 main:581] : INFO : Epoch 858 | loss: 0.00101665 | val_loss: 0.00107302 | Time: 1611.05 ms [2020-12-16 22:46:24 main:581] : INFO : Epoch 859 | loss: 0.00091905 | val_loss: 0.000918759 | Time: 1623.56 ms [2020-12-16 22:46:26 main:581] : INFO : Epoch 860 | loss: 0.0008551 | val_loss: 0.000881378 | Time: 1643.12 ms [2020-12-16 22:46:28 main:581] : INFO : Epoch 861 | loss: 0.000830577 | val_loss: 0.000889514 | Time: 1642.65 ms [2020-12-16 22:46:29 main:581] : INFO : Epoch 862 | loss: 0.000860129 | val_loss: 0.000910659 | Time: 1634.11 ms [2020-12-16 22:46:31 main:581] : INFO : Epoch 863 | loss: 0.000862688 | val_loss: 0.000896239 | Time: 1630.29 ms [2020-12-16 22:46:32 main:581] : INFO : Epoch 864 | loss: 0.000892012 | val_loss: 0.000926474 | Time: 1634.8 ms [2020-12-16 22:46:34 main:581] : INFO : Epoch 865 | loss: 0.0015995 | val_loss: 0.00236064 | Time: 1617.03 ms [2020-12-16 22:46:36 main:581] : INFO : Epoch 866 | loss: 0.00118683 | val_loss: 0.0010204 | Time: 1624.15 ms [2020-12-16 22:46:37 main:581] : INFO : Epoch 867 | loss: 0.000932912 | val_loss: 0.000938211 | Time: 1626.24 ms [2020-12-16 22:46:39 main:581] : INFO : Epoch 868 | loss: 0.000889259 | val_loss: 0.000932068 | Time: 1615.94 ms [2020-12-16 22:46:41 main:581] : INFO : Epoch 869 | loss: 0.000876907 | val_loss: 0.00091119 | Time: 1612.42 ms [2020-12-16 22:46:42 main:581] : INFO : Epoch 870 | loss: 0.0008661 | val_loss: 0.000901988 | Time: 1623.62 ms [2020-12-16 22:46:44 main:581] : INFO : Epoch 871 | loss: 0.000864277 | val_loss: 0.000905461 | Time: 1623.47 ms [2020-12-16 22:46:45 main:581] : INFO : Epoch 872 | loss: 0.000863447 | val_loss: 0.000902571 | Time: 1624.75 ms [2020-12-16 22:46:47 main:581] : INFO : Epoch 873 | loss: 0.000863437 | val_loss: 0.000901663 | Time: 1637.99 ms [2020-12-16 22:46:49 main:581] : INFO : Epoch 874 | loss: 0.000865696 | val_loss: 0.00091811 | Time: 1637.17 ms [2020-12-16 22:46:50 main:581] : INFO : Epoch 875 | loss: 0.00084316 | val_loss: 0.000898811 | Time: 1632.33 ms [2020-12-16 22:46:52 main:581] : INFO : Epoch 876 | loss: 0.000834739 | val_loss: 0.000882533 | Time: 1637.25 ms [2020-12-16 22:46:54 main:581] : INFO : Epoch 877 | loss: 0.000839064 | val_loss: 0.000918045 | Time: 1625.42 ms [2020-12-16 22:46:55 main:581] : INFO : Epoch 878 | loss: 0.000897958 | val_loss: 0.00102426 | Time: 1623.22 ms [2020-12-16 22:46:57 main:581] : INFO : Epoch 879 | loss: 0.00101946 | val_loss: 0.0010832 | Time: 1623.22 ms [2020-12-16 22:46:58 main:581] : INFO : Epoch 880 | loss: 0.000952665 | val_loss: 0.000992369 | Time: 1610.56 ms [2020-12-16 22:47:00 main:581] : INFO : Epoch 881 | loss: 0.000899588 | val_loss: 0.00095932 | Time: 1618.24 ms [2020-12-16 22:47:02 main:581] : INFO : Epoch 882 | loss: 0.00241614 | val_loss: 0.00187693 | Time: 1619.99 ms [2020-12-16 22:47:03 main:581] : INFO : Epoch 883 | loss: 0.00155891 | val_loss: 0.00137699 | Time: 1610.3 ms [2020-12-16 22:47:05 main:581] : INFO : Epoch 884 | loss: 0.00131895 | val_loss: 0.00130222 | Time: 1607.51 ms [2020-12-16 22:47:06 main:581] : INFO : Epoch 885 | loss: 0.00114372 | val_loss: 0.00112218 | Time: 1609.63 ms [2020-12-16 22:47:08 main:581] : INFO : Epoch 886 | loss: 0.00108236 | val_loss: 0.00109089 | Time: 1613.02 ms [2020-12-16 22:47:10 main:581] : INFO : Epoch 887 | loss: 0.00103792 | val_loss: 0.00108334 | Time: 1614.59 ms [2020-12-16 22:47:11 main:581] : INFO : Epoch 888 | loss: 0.00100121 | val_loss: 0.00105012 | Time: 1607.71 ms [2020-12-16 22:47:13 main:581] : INFO : Epoch 889 | loss: 0.000978192 | val_loss: 0.00102933 | Time: 1604.88 ms [2020-12-16 22:47:15 main:581] : INFO : Epoch 890 | loss: 0.000967099 | val_loss: 0.00102927 | Time: 1617.19 ms [2020-12-16 22:47:16 main:581] : INFO : Epoch 891 | loss: 0.000976123 | val_loss: 0.00098231 | Time: 1619.43 ms [2020-12-16 22:47:18 main:581] : INFO : Epoch 892 | loss: 0.000912242 | val_loss: 0.000983748 | Time: 1625.34 ms [2020-12-16 22:47:19 main:581] : INFO : Epoch 893 | loss: 0.000973525 | val_loss: 0.0010663 | Time: 1623.14 ms [2020-12-16 22:47:21 main:581] : INFO : Epoch 894 | loss: 0.000971762 | val_loss: 0.00103435 | Time: 1623.63 ms [2020-12-16 22:47:23 main:581] : INFO : Epoch 895 | loss: 0.000951184 | val_loss: 0.00101293 | Time: 1623.07 ms [2020-12-16 22:47:24 main:581] : INFO : Epoch 896 | loss: 0.000952115 | val_loss: 0.00102199 | Time: 1625.73 ms [2020-12-16 22:47:26 main:581] : INFO : Epoch 897 | loss: 0.000944851 | val_loss: 0.00101172 | Time: 1627.02 ms [2020-12-16 22:47:28 main:581] : INFO : Epoch 898 | loss: 0.000942224 | val_loss: 0.00101029 | Time: 1623.46 ms [2020-12-16 22:47:29 main:581] : INFO : Epoch 899 | loss: 0.00094434 | val_loss: 0.00100191 | Time: 1624.89 ms [2020-12-16 22:47:31 main:581] : INFO : Epoch 900 | loss: 0.000940926 | val_loss: 0.00100638 | Time: 1618.21 ms [2020-12-16 22:47:32 main:581] : INFO : Epoch 901 | loss: 0.000929864 | val_loss: 0.000994135 | Time: 1633.17 ms [2020-12-16 22:47:34 main:581] : INFO : Epoch 902 | loss: 0.000923846 | val_loss: 0.00100007 | Time: 1642.99 ms [2020-12-16 22:47:36 main:581] : INFO : Epoch 903 | loss: 0.00092293 | val_loss: 0.000993758 | Time: 1644.71 ms [2020-12-16 22:47:37 main:581] : INFO : Epoch 904 | loss: 0.000956972 | val_loss: 0.00100161 | Time: 1652.39 ms [2020-12-16 22:47:39 main:581] : INFO : Epoch 905 | loss: 0.000951847 | val_loss: 0.00101466 | Time: 1625.3 ms [2020-12-16 22:47:41 main:581] : INFO : Epoch 906 | loss: 0.000940113 | val_loss: 0.00100913 | Time: 1623.81 ms [2020-12-16 22:47:42 main:581] : INFO : Epoch 907 | loss: 0.000933242 | val_loss: 0.00100491 | Time: 1624.44 ms [2020-12-16 22:47:44 main:581] : INFO : Epoch 908 | loss: 0.000931734 | val_loss: 0.00100536 | Time: 1621.46 ms [2020-12-16 22:47:45 main:581] : INFO : Epoch 909 | loss: 0.00093058 | val_loss: 0.00100365 | Time: 1622.39 ms [2020-12-16 22:47:47 main:581] : INFO : Epoch 910 | loss: 0.000931463 | val_loss: 0.00101024 | Time: 1643.11 ms [2020-12-16 22:47:49 main:581] : INFO : Epoch 911 | loss: 0.000931033 | val_loss: 0.00100449 | Time: 1649.29 ms [2020-12-16 22:47:50 main:581] : INFO : Epoch 912 | loss: 0.000929148 | val_loss: 0.0010006 | Time: 1640.8 ms [2020-12-16 22:47:52 main:581] : INFO : Epoch 913 | loss: 0.000943154 | val_loss: 0.00101922 | Time: 1626.04 ms [2020-12-16 22:47:54 main:581] : INFO : Epoch 914 | loss: 0.000933519 | val_loss: 0.00100366 | Time: 1621.15 ms [2020-12-16 22:47:55 main:581] : INFO : Epoch 915 | loss: 0.000926784 | val_loss: 0.00100383 | Time: 1621.03 ms [2020-12-16 22:47:57 main:581] : INFO : Epoch 916 | loss: 0.000926707 | val_loss: 0.000999514 | Time: 1621.23 ms [2020-12-16 22:47:59 main:581] : INFO : Epoch 917 | loss: 0.00092608 | val_loss: 0.000999848 | Time: 1620.34 ms [2020-12-16 22:48:00 main:581] : INFO : Epoch 918 | loss: 0.00092041 | val_loss: 0.000994603 | Time: 1623.21 ms [2020-12-16 22:48:02 main:581] : INFO : Epoch 919 | loss: 0.000924123 | val_loss: 0.00102462 | Time: 1625.31 ms [2020-12-16 22:48:03 main:581] : INFO : Epoch 920 | loss: 0.000931623 | val_loss: 0.000987151 | Time: 1624.37 ms [2020-12-16 22:48:05 main:581] : INFO : Epoch 921 | loss: 0.00090802 | val_loss: 0.000973972 | Time: 1621.39 ms [2020-12-16 22:48:07 main:581] : INFO : Epoch 922 | loss: 0.000893722 | val_loss: 0.000947727 | Time: 1620.82 ms [2020-12-16 22:48:08 main:581] : INFO : Epoch 923 | loss: 0.000876354 | val_loss: 0.000939001 | Time: 1621.83 ms [2020-12-16 22:48:10 main:581] : INFO : Epoch 924 | loss: 0.000867519 | val_loss: 0.000936674 | Time: 1624.25 ms [2020-12-16 22:48:12 main:581] : INFO : Epoch 925 | loss: 0.000860728 | val_loss: 0.000925356 | Time: 1624.28 ms [2020-12-16 22:48:13 main:581] : INFO : Epoch 926 | loss: 0.000861096 | val_loss: 0.000935371 | Time: 1620.15 ms [2020-12-16 22:48:15 main:581] : INFO : Epoch 927 | loss: 0.000854707 | val_loss: 0.000922864 | Time: 1625.62 ms [2020-12-16 22:48:16 main:581] : INFO : Epoch 928 | loss: 0.00085499 | val_loss: 0.000938688 | Time: 1627.57 ms [2020-12-16 22:48:18 main:581] : INFO : Epoch 929 | loss: 0.000859454 | val_loss: 0.000921696 | Time: 1624.59 ms [2020-12-16 22:48:20 main:581] : INFO : Epoch 930 | loss: 0.000854424 | val_loss: 0.000926703 | Time: 1626.35 ms [2020-12-16 22:48:21 main:581] : INFO : Epoch 931 | loss: 0.000851059 | val_loss: 0.000928897 | Time: 1625.07 ms [2020-12-16 22:48:23 main:581] : INFO : Epoch 932 | loss: 0.000858451 | val_loss: 0.000923713 | Time: 1622.29 ms [2020-12-16 22:48:24 main:581] : INFO : Epoch 933 | loss: 0.000851744 | val_loss: 0.000925724 | Time: 1614.36 ms [2020-12-16 22:48:26 main:581] : INFO : Epoch 934 | loss: 0.000852811 | val_loss: 0.000930837 | Time: 1623.68 ms [2020-12-16 22:48:28 main:581] : INFO : Epoch 935 | loss: 0.000855274 | val_loss: 0.000929683 | Time: 1619.57 ms [2020-12-16 22:48:29 main:581] : INFO : Epoch 936 | loss: 0.000852198 | val_loss: 0.000916282 | Time: 1624.79 ms [2020-12-16 22:48:31 main:581] : INFO : Epoch 937 | loss: 0.000846132 | val_loss: 0.000920253 | Time: 1626.84 ms [2020-12-16 22:48:33 main:581] : INFO : Epoch 938 | loss: 0.000853228 | val_loss: 0.000931101 | Time: 1626.99 ms [2020-12-16 22:48:34 main:581] : INFO : Epoch 939 | loss: 0.000852165 | val_loss: 0.000914077 | Time: 1616.85 ms [2020-12-16 22:48:36 main:581] : INFO : Epoch 940 | loss: 0.000843133 | val_loss: 0.000918887 | Time: 1617.92 ms [2020-12-16 22:48:37 main:581] : INFO : Epoch 941 | loss: 0.000856447 | val_loss: 0.000928314 | Time: 1616.67 ms [2020-12-16 22:48:39 main:581] : INFO : Epoch 942 | loss: 0.000847163 | val_loss: 0.000923794 | Time: 1618.82 ms [2020-12-16 22:48:41 main:581] : INFO : Epoch 943 | loss: 0.000849582 | val_loss: 0.000922094 | Time: 1617.77 ms [2020-12-16 22:48:42 main:581] : INFO : Epoch 944 | loss: 0.000847284 | val_loss: 0.000927396 | Time: 1621.81 ms [2020-12-16 22:48:44 main:581] : INFO : Epoch 945 | loss: 0.000848863 | val_loss: 0.000915717 | Time: 1621.03 ms [2020-12-16 22:48:46 main:581] : INFO : Epoch 946 | loss: 0.000843879 | val_loss: 0.000912081 | Time: 1619.67 ms [2020-12-16 22:48:47 main:581] : INFO : Epoch 947 | loss: 0.000841336 | val_loss: 0.000917108 | Time: 1620.99 ms [2020-12-16 22:48:49 main:581] : INFO : Epoch 948 | loss: 0.000871108 | val_loss: 0.000938403 | Time: 1623.18 ms [2020-12-16 22:48:50 main:581] : INFO : Epoch 949 | loss: 0.000855444 | val_loss: 0.00092091 | Time: 1625.34 ms [2020-12-16 22:48:52 main:581] : INFO : Epoch 950 | loss: 0.000845162 | val_loss: 0.000913296 | Time: 1627.29 ms [2020-12-16 22:48:54 main:581] : INFO : Epoch 951 | loss: 0.000840836 | val_loss: 0.000910165 | Time: 1620.69 ms [2020-12-16 22:48:55 main:581] : INFO : Epoch 952 | loss: 0.000844777 | val_loss: 0.000919096 | Time: 1620.53 ms [2020-12-16 22:48:57 main:581] : INFO : Epoch 953 | loss: 0.000846503 | val_loss: 0.000909718 | Time: 1620.61 ms [2020-12-16 22:48:59 main:581] : INFO : Epoch 954 | loss: 0.000845113 | val_loss: 0.000937638 | Time: 1616.45 ms [2020-12-16 22:49:00 main:581] : INFO : Epoch 955 | loss: 0.000852352 | val_loss: 0.000909765 | Time: 1626.03 ms [2020-12-16 22:49:02 main:581] : INFO : Epoch 956 | loss: 0.000844205 | val_loss: 0.000908835 | Time: 1621.78 ms [2020-12-16 22:49:03 main:581] : INFO : Epoch 957 | loss: 0.000843471 | val_loss: 0.00092246 | Time: 1618.21 ms [2020-12-16 22:49:05 main:581] : INFO : Epoch 958 | loss: 0.000848664 | val_loss: 0.000904014 | Time: 1618.46 ms [2020-12-16 22:49:07 main:581] : INFO : Epoch 959 | loss: 0.00083846 | val_loss: 0.000905915 | Time: 1620.85 ms [2020-12-16 22:49:08 main:581] : INFO : Epoch 960 | loss: 0.000838317 | val_loss: 0.000908248 | Time: 1620.34 ms [2020-12-16 22:49:10 main:581] : INFO : Epoch 961 | loss: 0.000844587 | val_loss: 0.000933631 | Time: 1620.39 ms [2020-12-16 22:49:12 main:581] : INFO : Epoch 962 | loss: 0.000857099 | val_loss: 0.000908349 | Time: 1616.98 ms [2020-12-16 22:49:13 main:581] : INFO : Epoch 963 | loss: 0.000840611 | val_loss: 0.00090368 | Time: 1626.94 ms [2020-12-16 22:49:15 main:581] : INFO : Epoch 964 | loss: 0.000856977 | val_loss: 0.000909609 | Time: 1626.27 ms [2020-12-16 22:49:16 main:581] : INFO : Epoch 965 | loss: 0.000848794 | val_loss: 0.000913068 | Time: 1600.27 ms [2020-12-16 22:49:18 main:581] : INFO : Epoch 966 | loss: 0.000842772 | val_loss: 0.000904585 | Time: 1634.3 ms [2020-12-16 22:49:20 main:581] : INFO : Epoch 967 | loss: 0.000838251 | val_loss: 0.000901945 | Time: 1621.99 ms [2020-12-16 22:49:21 main:581] : INFO : Epoch 968 | loss: 0.000839478 | val_loss: 0.000907578 | Time: 1624.5 ms [2020-12-16 22:49:23 main:581] : INFO : Epoch 969 | loss: 0.000837681 | val_loss: 0.000907383 | Time: 1624.87 ms [2020-12-16 22:49:25 main:581] : INFO : Epoch 970 | loss: 0.000844022 | val_loss: 0.000907408 | Time: 1635.55 ms [2020-12-16 22:49:26 main:581] : INFO : Epoch 971 | loss: 0.000840595 | val_loss: 0.000909912 | Time: 1615.7 ms [2020-12-16 22:49:28 main:581] : INFO : Epoch 972 | loss: 0.000845627 | val_loss: 0.000902014 | Time: 1617.37 ms [2020-12-16 22:49:29 main:581] : INFO : Epoch 973 | loss: 0.000839192 | val_loss: 0.000903758 | Time: 1618.65 ms [2020-12-16 22:49:31 main:581] : INFO : Epoch 974 | loss: 0.000837221 | val_loss: 0.000906654 | Time: 1626.47 ms [2020-12-16 22:49:33 main:581] : INFO : Epoch 975 | loss: 0.000842555 | val_loss: 0.000913523 | Time: 1618 ms [2020-12-16 22:49:34 main:581] : INFO : Epoch 976 | loss: 0.000851358 | val_loss: 0.000913844 | Time: 1620.05 ms [2020-12-16 22:49:36 main:581] : INFO : Epoch 977 | loss: 0.000845032 | val_loss: 0.00091226 | Time: 1634.21 ms [2020-12-16 22:49:38 main:581] : INFO : Epoch 978 | loss: 0.000845642 | val_loss: 0.000907651 | Time: 1638.3 ms [2020-12-16 22:49:39 main:581] : INFO : Epoch 979 | loss: 0.000840473 | val_loss: 0.000905196 | Time: 1637.28 ms [2020-12-16 22:49:41 main:581] : INFO : Epoch 980 | loss: 0.000841855 | val_loss: 0.000902012 | Time: 1644.22 ms [2020-12-16 22:49:42 main:581] : INFO : Epoch 981 | loss: 0.000836816 | val_loss: 0.000900352 | Time: 1643.82 ms [2020-12-16 22:49:44 main:581] : INFO : Epoch 982 | loss: 0.000844369 | val_loss: 0.000948653 | Time: 1642.8 ms [2020-12-16 22:49:46 main:581] : INFO : Epoch 983 | loss: 0.000850955 | val_loss: 0.000902616 | Time: 1643.1 ms [2020-12-16 22:49:47 main:581] : INFO : Epoch 984 | loss: 0.00084046 | val_loss: 0.000908013 | Time: 1637.86 ms [2020-12-16 22:49:49 main:581] : INFO : Epoch 985 | loss: 0.000838094 | val_loss: 0.000900872 | Time: 1645.27 ms [2020-12-16 22:49:51 main:581] : INFO : Epoch 986 | loss: 0.000839728 | val_loss: 0.000904657 | Time: 1643.97 ms [2020-12-16 22:49:52 main:581] : INFO : Epoch 987 | loss: 0.000838404 | val_loss: 0.000897498 | Time: 1621.68 ms [2020-12-16 22:49:54 main:581] : INFO : Epoch 988 | loss: 0.000837495 | val_loss: 0.000896765 | Time: 1632.58 ms [2020-12-16 22:49:56 main:581] : INFO : Epoch 989 | loss: 0.000835322 | val_loss: 0.000896574 | Time: 1619.39 ms [2020-12-16 22:49:57 main:581] : INFO : Epoch 990 | loss: 0.000848964 | val_loss: 0.000905965 | Time: 1607.56 ms [2020-12-16 22:49:59 main:581] : INFO : Epoch 991 | loss: 0.000840242 | val_loss: 0.000905649 | Time: 1622.86 ms [2020-12-16 22:50:00 main:581] : INFO : Epoch 992 | loss: 0.000841874 | val_loss: 0.000899794 | Time: 1611.62 ms [2020-12-16 22:50:02 main:581] : INFO : Epoch 993 | loss: 0.000836989 | val_loss: 0.000898802 | Time: 1623.31 ms [2020-12-16 22:50:04 main:581] : INFO : Epoch 994 | loss: 0.0008535 | val_loss: 0.000927471 | Time: 1627.66 ms [2020-12-16 22:50:05 main:581] : INFO : Epoch 995 | loss: 0.000851419 | val_loss: 0.000907723 | Time: 1634.21 ms [2020-12-16 22:50:07 main:581] : INFO : Epoch 996 | loss: 0.000840288 | val_loss: 0.000902167 | Time: 1622.8 ms [2020-12-16 22:50:09 main:581] : INFO : Epoch 997 | loss: 0.000836732 | val_loss: 0.000898977 | Time: 1639.9 ms [2020-12-16 22:50:10 main:581] : INFO : Epoch 998 | loss: 0.000842736 | val_loss: 0.000923077 | Time: 1635.33 ms [2020-12-16 22:50:12 main:581] : INFO : Epoch 999 | loss: 0.000841161 | val_loss: 0.000892374 | Time: 1632.06 ms [2020-12-16 22:50:13 main:581] : INFO : Epoch 1000 | loss: 0.000838327 | val_loss: 0.000906341 | Time: 1640.61 ms [2020-12-16 22:50:15 main:581] : INFO : Epoch 1001 | loss: 0.000840798 | val_loss: 0.000903823 | Time: 1635.39 ms [2020-12-16 22:50:17 main:581] : INFO : Epoch 1002 | loss: 0.000838624 | val_loss: 0.000896185 | Time: 1640.18 ms [2020-12-16 22:50:18 main:581] : INFO : Epoch 1003 | loss: 0.000847784 | val_loss: 0.000934367 | Time: 1634.94 ms [2020-12-16 22:50:20 main:581] : INFO : Epoch 1004 | loss: 0.000850651 | val_loss: 0.000913211 | Time: 1648.64 ms [2020-12-16 22:50:22 main:581] : INFO : Epoch 1005 | loss: 0.000839769 | val_loss: 0.000899624 | Time: 1644.12 ms [2020-12-16 22:50:23 main:581] : INFO : Epoch 1006 | loss: 0.000836596 | val_loss: 0.000896222 | Time: 1657.12 ms [2020-12-16 22:50:25 main:581] : INFO : Epoch 1007 | loss: 0.000832342 | val_loss: 0.000897262 | Time: 1630.33 ms [2020-12-16 22:50:27 main:581] : INFO : Epoch 1008 | loss: 0.000842493 | val_loss: 0.000907595 | Time: 1629.92 ms [2020-12-16 22:50:28 main:581] : INFO : Epoch 1009 | loss: 0.00084456 | val_loss: 0.000917307 | Time: 1628.6 ms [2020-12-16 22:50:30 main:581] : INFO : Epoch 1010 | loss: 0.000841417 | val_loss: 0.000900662 | Time: 1638.84 ms [2020-12-16 22:50:31 main:581] : INFO : Epoch 1011 | loss: 0.000835312 | val_loss: 0.000893714 | Time: 1646.3 ms [2020-12-16 22:50:33 main:581] : INFO : Epoch 1012 | loss: 0.000837184 | val_loss: 0.000902887 | Time: 1645.39 ms [2020-12-16 22:50:35 main:581] : INFO : Epoch 1013 | loss: 0.00083892 | val_loss: 0.000917841 | Time: 1653.53 ms [2020-12-16 22:50:36 main:581] : INFO : Epoch 1014 | loss: 0.000859906 | val_loss: 0.000907942 | Time: 1645.11 ms [2020-12-16 22:50:38 main:581] : INFO : Epoch 1015 | loss: 0.000840429 | val_loss: 0.000897894 | Time: 1643.67 ms [2020-12-16 22:50:40 main:581] : INFO : Epoch 1016 | loss: 0.000835403 | val_loss: 0.000896986 | Time: 1646.71 ms [2020-12-16 22:50:41 main:581] : INFO : Epoch 1017 | loss: 0.000839439 | val_loss: 0.000904231 | Time: 1643.7 ms [2020-12-16 22:50:43 main:581] : INFO : Epoch 1018 | loss: 0.000837661 | val_loss: 0.000909275 | Time: 1641.01 ms [2020-12-16 22:50:45 main:581] : INFO : Epoch 1019 | loss: 0.000837708 | val_loss: 0.000898861 | Time: 1652.18 ms [2020-12-16 22:50:46 main:581] : INFO : Epoch 1020 | loss: 0.000838377 | val_loss: 0.000902904 | Time: 1640.93 ms [2020-12-16 22:50:48 main:581] : INFO : Epoch 1021 | loss: 0.000835659 | val_loss: 0.000896013 | Time: 1620.35 ms [2020-12-16 22:50:50 main:581] : INFO : Epoch 1022 | loss: 0.000842484 | val_loss: 0.000913755 | Time: 1624.7 ms [2020-12-16 22:50:51 main:581] : INFO : Epoch 1023 | loss: 0.00084665 | val_loss: 0.000902273 | Time: 1621.11 ms [2020-12-16 22:50:53 main:581] : INFO : Epoch 1024 | loss: 0.000840117 | val_loss: 0.000903075 | Time: 1645.17 ms [2020-12-16 22:50:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000903075 [2020-12-16 22:50:53 main:610] : INFO : Saving end state to config to file [2020-12-16 22:50:53 main:615] : INFO : Success, exiting.. 22:50:53 (2240496): 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)