Task 3183089
| Name | EightBitModified-1605455615-1475-4_0 |
| Workunit | 1477344 |
| Created | 5 Dec 2020, 17:20:40 UTC |
| Sent | 11 Dec 2020, 23:29:07 UTC |
| Report deadline | 18 Dec 2020, 23:29:07 UTC |
| Received | 12 Dec 2020, 14:45:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 28 min |
| CPU time | 27 min 57 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> : Epoch 510 | loss: 0.0314161 | val_loss: 0.0313975 | Time: 1638.21 ms [2020-12-12 08:59:35 main:581] : INFO : Epoch 511 | loss: 0.0313979 | val_loss: 0.0313957 | Time: 1634.25 ms [2020-12-12 08:59:36 main:581] : INFO : Epoch 512 | loss: 0.0313982 | val_loss: 0.0313955 | Time: 1639.52 ms [2020-12-12 08:59:38 main:581] : INFO : Epoch 513 | loss: 0.0313981 | val_loss: 0.0313992 | Time: 1636.9 ms [2020-12-12 08:59:40 main:581] : INFO : Epoch 514 | loss: 0.0314026 | val_loss: 0.0313933 | Time: 1629.65 ms [2020-12-12 08:59:41 main:581] : INFO : Epoch 515 | loss: 0.0313962 | val_loss: 0.0313999 | Time: 1631.21 ms [2020-12-12 08:59:43 main:581] : INFO : Epoch 516 | loss: 0.0313968 | val_loss: 0.0313922 | Time: 1616.9 ms [2020-12-12 08:59:44 main:581] : INFO : Epoch 517 | loss: 0.031398 | val_loss: 0.0314055 | Time: 1611.48 ms [2020-12-12 08:59:46 main:581] : INFO : Epoch 518 | loss: 0.0314298 | val_loss: 0.0315121 | Time: 1615.3 ms [2020-12-12 08:59:48 main:581] : INFO : Epoch 519 | loss: 0.0314316 | val_loss: 0.0313984 | Time: 1613.99 ms [2020-12-12 08:59:49 main:581] : INFO : Epoch 520 | loss: 0.0314038 | val_loss: 0.0314045 | Time: 1621.68 ms [2020-12-12 08:59:51 main:581] : INFO : Epoch 521 | loss: 0.0313991 | val_loss: 0.0313861 | Time: 1612.33 ms [2020-12-12 08:59:53 main:581] : INFO : Epoch 522 | loss: 0.0313866 | val_loss: 0.0313971 | Time: 1613.92 ms [2020-12-12 08:59:54 main:581] : INFO : Epoch 523 | loss: 0.0313924 | val_loss: 0.0314296 | Time: 1612.73 ms [2020-12-12 08:59:56 main:581] : INFO : Epoch 524 | loss: 0.0313911 | val_loss: 0.0313895 | Time: 1600.86 ms [2020-12-12 08:59:57 main:581] : INFO : Epoch 525 | loss: 0.0313771 | val_loss: 0.0313882 | Time: 1623.93 ms [2020-12-12 08:59:59 main:581] : INFO : Epoch 526 | loss: 0.0313856 | val_loss: 0.0314046 | Time: 1621.36 ms [2020-12-12 09:00:01 main:581] : INFO : Epoch 527 | loss: 0.0313897 | val_loss: 0.0314069 | Time: 1634.55 ms [2020-12-12 09:00:02 main:581] : INFO : Epoch 528 | loss: 0.0313855 | val_loss: 0.0313941 | Time: 1634.56 ms [2020-12-12 09:00:04 main:581] : INFO : Epoch 529 | loss: 0.0313815 | val_loss: 0.0313897 | Time: 1640.03 ms [2020-12-12 09:00:06 main:581] : INFO : Epoch 530 | loss: 0.0313932 | val_loss: 0.0314073 | Time: 1626.38 ms [2020-12-12 09:00:07 main:581] : INFO : Epoch 531 | loss: 0.0313836 | val_loss: 0.0313939 | Time: 1613.19 ms [2020-12-12 09:00:09 main:581] : INFO : Epoch 532 | loss: 0.0313841 | val_loss: 0.0314037 | Time: 1617.34 ms [2020-12-12 09:00:10 main:581] : INFO : Epoch 533 | loss: 0.0313914 | val_loss: 0.0314067 | Time: 1625.09 ms [2020-12-12 09:00:12 main:581] : INFO : Epoch 534 | loss: 0.0314178 | val_loss: 0.0314244 | Time: 1611.53 ms [2020-12-12 09:00:14 main:581] : INFO : Epoch 535 | loss: 0.0313949 | val_loss: 0.0313965 | Time: 1605.43 ms [2020-12-12 09:00:15 main:581] : INFO : Epoch 536 | loss: 0.0313779 | val_loss: 0.0313967 | Time: 1612.46 ms [2020-12-12 09:00:17 main:581] : INFO : Epoch 537 | loss: 0.0313793 | val_loss: 0.0313897 | Time: 1599.22 ms [2020-12-12 09:00:18 main:581] : INFO : Epoch 538 | loss: 0.0313759 | val_loss: 0.0313905 | Time: 1618.13 ms [2020-12-12 09:00:20 main:581] : INFO : Epoch 539 | loss: 0.0313768 | val_loss: 0.0314087 | Time: 1605.54 ms [2020-12-12 09:00:22 main:581] : INFO : Epoch 540 | loss: 0.0313906 | val_loss: 0.0314088 | Time: 1610.89 ms [2020-12-12 09:00:23 main:581] : INFO : Epoch 541 | loss: 0.031421 | val_loss: 0.0314407 | Time: 1626.95 ms [2020-12-12 09:00:25 main:581] : INFO : Epoch 542 | loss: 0.0313982 | val_loss: 0.0314022 | Time: 1628.51 ms [2020-12-12 09:00:27 main:581] : INFO : Epoch 543 | loss: 0.0313767 | val_loss: 0.0313972 | Time: 1636.78 ms [2020-12-12 09:00:28 main:581] : INFO : Epoch 544 | loss: 0.0313822 | val_loss: 0.0313879 | Time: 1631.29 ms [2020-12-12 09:00:30 main:581] : INFO : Epoch 545 | loss: 0.0313807 | val_loss: 0.0314044 | Time: 1626.12 ms [2020-12-12 09:00:31 main:581] : INFO : Epoch 546 | loss: 0.0314064 | val_loss: 0.0314023 | Time: 1627.17 ms [2020-12-12 09:00:33 main:581] : INFO : Epoch 547 | loss: 0.0313875 | val_loss: 0.0314022 | Time: 1619.33 ms [2020-12-12 09:00:35 main:581] : INFO : Epoch 548 | loss: 0.0313802 | val_loss: 0.0313929 | Time: 1642.12 ms [2020-12-12 09:00:36 main:581] : INFO : Epoch 549 | loss: 0.0313786 | val_loss: 0.0313885 | Time: 1618.51 ms [2020-12-12 09:00:38 main:581] : INFO : Epoch 550 | loss: 0.0313825 | val_loss: 0.0314558 | Time: 1630.41 ms [2020-12-12 09:00:40 main:581] : INFO : Epoch 551 | loss: 0.0314224 | val_loss: 0.0313976 | Time: 1658.12 ms [2020-12-12 09:00:41 main:581] : INFO : Epoch 552 | loss: 0.0313859 | val_loss: 0.0314027 | Time: 1637.3 ms [2020-12-12 09:00:43 main:581] : INFO : Epoch 553 | loss: 0.0313805 | val_loss: 0.0313995 | Time: 1636.13 ms [2020-12-12 09:00:44 main:581] : INFO : Epoch 554 | loss: 0.0313794 | val_loss: 0.0313984 | Time: 1641.76 ms [2020-12-12 09:00:46 main:581] : INFO : Epoch 555 | loss: 0.0313944 | val_loss: 0.0313878 | Time: 1648.4 ms [2020-12-12 09:00:48 main:581] : INFO : Epoch 556 | loss: 0.03138 | val_loss: 0.0313936 | Time: 1625.66 ms [2020-12-12 09:00:49 main:581] : INFO : Epoch 557 | loss: 0.0313774 | val_loss: 0.031387 | Time: 1648.52 ms [2020-12-12 09:00:51 main:581] : INFO : Epoch 558 | loss: 0.0313748 | val_loss: 0.0314005 | Time: 1652.38 ms [2020-12-12 09:00:53 main:581] : INFO : Epoch 559 | loss: 0.0313911 | val_loss: 0.0314201 | Time: 1650.32 ms [2020-12-12 09:00:54 main:581] : INFO : Epoch 560 | loss: 0.0313894 | val_loss: 0.0314027 | Time: 1640.99 ms [2020-12-12 09:00:56 main:581] : INFO : Epoch 561 | loss: 0.031381 | val_loss: 0.0313944 | Time: 1641.89 ms [2020-12-12 09:00:58 main:581] : INFO : Epoch 562 | loss: 0.0313869 | val_loss: 0.0314438 | Time: 1659.01 ms [2020-12-12 09:00:59 main:581] : INFO : Epoch 563 | loss: 0.031415 | val_loss: 0.0313979 | Time: 1644.58 ms [2020-12-12 09:01:01 main:581] : INFO : Epoch 564 | loss: 0.0313822 | val_loss: 0.0313874 | Time: 1649.39 ms [2020-12-12 09:01:03 main:581] : INFO : Epoch 565 | loss: 0.0313773 | val_loss: 0.0313931 | Time: 1626.68 ms [2020-12-12 09:01:04 main:581] : INFO : Epoch 566 | loss: 0.0313774 | val_loss: 0.0313924 | Time: 1618.38 ms [2020-12-12 09:01:06 main:581] : INFO : Epoch 567 | loss: 0.0313801 | val_loss: 0.031395 | Time: 1652.34 ms [2020-12-12 09:01:08 main:581] : INFO : Epoch 568 | loss: 0.031392 | val_loss: 0.0313932 | Time: 1649.52 ms [2020-12-12 09:01:09 main:581] : INFO : Epoch 569 | loss: 0.0313867 | val_loss: 0.0314122 | Time: 1649.9 ms [2020-12-12 09:01:11 main:581] : INFO : Epoch 570 | loss: 0.0314092 | val_loss: 0.0314148 | Time: 1644.75 ms [2020-12-12 09:01:12 main:581] : INFO : Epoch 571 | loss: 0.0313823 | val_loss: 0.0313968 | Time: 1645.16 ms [2020-12-12 09:01:14 main:581] : INFO : Epoch 572 | loss: 0.0313749 | val_loss: 0.0313906 | Time: 1634.68 ms [2020-12-12 09:01:16 main:581] : INFO : Epoch 573 | loss: 0.0313756 | val_loss: 0.0313927 | Time: 1618.38 ms [2020-12-12 09:01:17 main:581] : INFO : Epoch 574 | loss: 0.0313947 | val_loss: 0.0314099 | Time: 1652.29 ms [2020-12-12 09:01:19 main:581] : INFO : Epoch 575 | loss: 0.0313899 | val_loss: 0.0314024 | Time: 1622.81 ms [2020-12-12 09:01:21 main:581] : INFO : Epoch 576 | loss: 0.0313892 | val_loss: 0.0314107 | Time: 1602.55 ms [2020-12-12 09:01:22 main:581] : INFO : Epoch 577 | loss: 0.0313921 | val_loss: 0.0313904 | Time: 1631.98 ms [2020-12-12 09:01:24 main:581] : INFO : Epoch 578 | loss: 0.0313806 | val_loss: 0.031389 | Time: 1614.06 ms [2020-12-12 09:01:25 main:581] : INFO : Epoch 579 | loss: 0.031435 | val_loss: 0.0314238 | Time: 1605.28 ms [2020-12-12 09:01:27 main:581] : INFO : Epoch 580 | loss: 0.0314075 | val_loss: 0.0314747 | Time: 1614.79 ms [2020-12-12 09:01:29 main:581] : INFO : Epoch 581 | loss: 0.0314215 | val_loss: 0.0314046 | Time: 1620.13 ms [2020-12-12 09:01:30 main:581] : INFO : Epoch 582 | loss: 0.0313832 | val_loss: 0.0313916 | Time: 1602.76 ms [2020-12-12 09:01:32 main:581] : INFO : Epoch 583 | loss: 0.0313767 | val_loss: 0.0313862 | Time: 1642.14 ms [2020-12-12 09:01:34 main:581] : INFO : Epoch 584 | loss: 0.0313796 | val_loss: 0.0314043 | Time: 1649.57 ms [2020-12-12 09:01:35 main:581] : INFO : Epoch 585 | loss: 0.0313796 | val_loss: 0.0313838 | Time: 1633.67 ms [2020-12-12 09:01:37 main:581] : INFO : Epoch 586 | loss: 0.0313749 | val_loss: 0.031386 | Time: 1629.97 ms [2020-12-12 09:01:38 main:581] : INFO : Epoch 587 | loss: 0.0313752 | val_loss: 0.0313882 | Time: 1640.83 ms [2020-12-12 09:01:40 main:581] : INFO : Epoch 588 | loss: 0.0313812 | val_loss: 0.0314366 | Time: 1612.24 ms [2020-12-12 09:01:42 main:581] : INFO : Epoch 589 | loss: 0.0314168 | val_loss: 0.0313963 | Time: 1635.94 ms [2020-12-12 09:01:43 main:581] : INFO : Epoch 590 | loss: 0.0313807 | val_loss: 0.0313913 | Time: 1631.87 ms [2020-12-12 09:01:45 main:581] : INFO : Epoch 591 | loss: 0.0313757 | val_loss: 0.0313894 | Time: 1642.52 ms [2020-12-12 09:01:47 main:581] : INFO : Epoch 592 | loss: 0.0313824 | val_loss: 0.0313962 | Time: 1620.88 ms [2020-12-12 09:01:48 main:581] : INFO : Epoch 593 | loss: 0.0313824 | val_loss: 0.0313922 | Time: 1646.54 ms [2020-12-12 09:01:50 main:581] : INFO : Epoch 594 | loss: 0.0313774 | val_loss: 0.0313916 | Time: 1611.52 ms [2020-12-12 09:01:51 main:581] : INFO : Epoch 595 | loss: 0.031392 | val_loss: 0.031405 | Time: 1606.32 ms [2020-12-12 09:01:53 main:581] : INFO : Epoch 596 | loss: 0.0313866 | val_loss: 0.0313949 | Time: 1619.93 ms [2020-12-12 09:01:55 main:581] : INFO : Epoch 597 | loss: 0.0314002 | val_loss: 0.0314113 | Time: 1614.34 ms [2020-12-12 09:01:56 main:581] : INFO : Epoch 598 | loss: 0.0313897 | val_loss: 0.0313924 | Time: 1607.85 ms [2020-12-12 09:01:58 main:581] : INFO : Epoch 599 | loss: 0.0313817 | val_loss: 0.0314018 | Time: 1613.18 ms [2020-12-12 09:02:00 main:581] : INFO : Epoch 600 | loss: 0.0313801 | val_loss: 0.0313852 | Time: 1633.14 ms [2020-12-12 09:02:01 main:581] : INFO : Epoch 601 | loss: 0.0313755 | val_loss: 0.0313911 | Time: 1619.77 ms [2020-12-12 09:02:03 main:581] : INFO : Epoch 602 | loss: 0.0314219 | val_loss: 0.0315946 | Time: 1602.14 ms [2020-12-12 09:02:04 main:581] : INFO : Epoch 603 | loss: 0.0314407 | val_loss: 0.0314139 | Time: 1627.13 ms [2020-12-12 09:02:06 main:581] : INFO : Epoch 604 | loss: 0.0313837 | val_loss: 0.0313894 | Time: 1608.55 ms [2020-12-12 09:02:08 main:581] : INFO : Epoch 605 | loss: 0.0313773 | val_loss: 0.03139 | Time: 1609.17 ms [2020-12-12 09:02:09 main:581] : INFO : Epoch 606 | loss: 0.0313772 | val_loss: 0.0313934 | Time: 1615.49 ms [2020-12-12 09:02:11 main:581] : INFO : Epoch 607 | loss: 0.0313807 | val_loss: 0.0314009 | Time: 1675.7 ms [2020-12-12 09:02:13 main:581] : INFO : Epoch 608 | loss: 0.0313848 | val_loss: 0.0314008 | Time: 1640.41 ms [2020-12-12 09:02:14 main:581] : INFO : Epoch 609 | loss: 0.031378 | val_loss: 0.0313982 | Time: 1625.45 ms [2020-12-12 09:02:16 main:581] : INFO : Epoch 610 | loss: 0.0313802 | val_loss: 0.0313882 | Time: 1642.15 ms [2020-12-12 09:02:17 main:581] : INFO : Epoch 611 | loss: 0.031377 | val_loss: 0.0313944 | Time: 1633.59 ms [2020-12-12 09:02:19 main:581] : INFO : Epoch 612 | loss: 0.0313875 | val_loss: 0.0314045 | Time: 1625.38 ms [2020-12-12 09:02:21 main:581] : INFO : Epoch 613 | loss: 0.0313877 | val_loss: 0.0314129 | Time: 1661 ms [2020-12-12 09:02:22 main:581] : INFO : Epoch 614 | loss: 0.0314237 | val_loss: 0.0314394 | Time: 1657.86 ms [2020-12-12 09:02:24 main:581] : INFO : Epoch 615 | loss: 0.0313939 | val_loss: 0.031411 | Time: 1658 ms [2020-12-12 09:02:26 main:581] : INFO : Epoch 616 | loss: 0.0313781 | val_loss: 0.0313926 | Time: 1633.08 ms [2020-12-12 09:02:27 main:581] : INFO : Epoch 617 | loss: 0.0313761 | val_loss: 0.0313903 | Time: 1599.29 ms [2020-12-12 09:02:29 main:581] : INFO : Epoch 618 | loss: 0.0313811 | val_loss: 0.0313868 | Time: 1608.45 ms [2020-12-12 09:02:31 main:581] : INFO : Epoch 619 | loss: 0.0313908 | val_loss: 0.0314316 | Time: 1606.09 ms [2020-12-12 09:02:32 main:581] : INFO : Epoch 620 | loss: 0.0314327 | val_loss: 0.031405 | Time: 1623.69 ms [2020-12-12 09:02:34 main:581] : INFO : Epoch 621 | loss: 0.0313995 | val_loss: 0.0313966 | Time: 1625.71 ms [2020-12-12 09:02:35 main:581] : INFO : Epoch 622 | loss: 0.031381 | val_loss: 0.0313895 | Time: 1636.24 ms [2020-12-12 09:02:37 main:581] : INFO : Epoch 623 | loss: 0.0313836 | val_loss: 0.0314089 | Time: 1625.93 ms [2020-12-12 09:02:39 main:581] : INFO : Epoch 624 | loss: 0.0313827 | val_loss: 0.0313904 | Time: 1615.98 ms [2020-12-12 09:02:40 main:581] : INFO : Epoch 625 | loss: 0.0313782 | val_loss: 0.0313967 | Time: 1618.72 ms [2020-12-12 09:02:42 main:581] : INFO : Epoch 626 | loss: 0.0313948 | val_loss: 0.0314123 | Time: 1625.25 ms [2020-12-12 09:02:43 main:581] : INFO : Epoch 627 | loss: 0.0313917 | val_loss: 0.0313951 | Time: 1606.04 ms [2020-12-12 09:02:45 main:581] : INFO : Epoch 628 | loss: 0.0313795 | val_loss: 0.0313937 | Time: 1610.34 ms [2020-12-12 09:02:47 main:581] : INFO : Epoch 629 | loss: 0.0313811 | val_loss: 0.0314025 | Time: 1615.9 ms [2020-12-12 09:02:48 main:581] : INFO : Epoch 630 | loss: 0.0314043 | val_loss: 0.0314024 | Time: 1620.05 ms [2020-12-12 09:02:50 main:581] : INFO : Epoch 631 | loss: 0.0313826 | val_loss: 0.031404 | Time: 1623.11 ms [2020-12-12 09:02:52 main:581] : INFO : Epoch 632 | loss: 0.0313828 | val_loss: 0.0313914 | Time: 1619.57 ms [2020-12-12 09:02:53 main:581] : INFO : Epoch 633 | loss: 0.0313775 | val_loss: 0.0313891 | Time: 1620.95 ms [2020-12-12 09:02:55 main:581] : INFO : Epoch 634 | loss: 0.031394 | val_loss: 0.0313966 | Time: 1602.6 ms [2020-12-12 09:02:56 main:581] : INFO : Epoch 635 | loss: 0.0313815 | val_loss: 0.0313939 | Time: 1624.02 ms [2020-12-12 09:02:58 main:581] : INFO : Epoch 636 | loss: 0.0314033 | val_loss: 0.0313917 | Time: 1623.81 ms [2020-12-12 09:03:00 main:581] : INFO : Epoch 637 | loss: 0.0313814 | val_loss: 0.031396 | Time: 1636.9 ms [2020-12-12 09:03:01 main:581] : INFO : Epoch 638 | loss: 0.0313774 | val_loss: 0.0313921 | Time: 1629.51 ms [2020-12-12 09:03:03 main:581] : INFO : Epoch 639 | loss: 0.0313755 | val_loss: 0.0313877 | Time: 1619.87 ms [2020-12-12 09:03:05 main:581] : INFO : Epoch 640 | loss: 0.0313794 | val_loss: 0.031407 | Time: 1616.87 ms [2020-12-12 09:03:06 main:581] : INFO : Epoch 641 | loss: 0.0314039 | val_loss: 0.0314239 | Time: 1619.11 ms [2020-12-12 09:03:08 main:581] : INFO : Epoch 642 | loss: 0.0313872 | val_loss: 0.0313899 | Time: 1608.28 ms [2020-12-12 09:03:09 main:581] : INFO : Epoch 643 | loss: 0.0313751 | val_loss: 0.0313996 | Time: 1605.7 ms [2020-12-12 09:03:11 main:581] : INFO : Epoch 644 | loss: 0.0313826 | val_loss: 0.0313962 | Time: 1620.09 ms [2020-12-12 09:03:13 main:581] : INFO : Epoch 645 | loss: 0.0313801 | val_loss: 0.0313947 | Time: 1621.18 ms [2020-12-12 09:03:14 main:581] : INFO : Epoch 646 | loss: 0.0314325 | val_loss: 0.0314388 | Time: 1624.14 ms [2020-12-12 09:03:16 main:581] : INFO : Epoch 647 | loss: 0.0314062 | val_loss: 0.0314082 | Time: 1617.73 ms [2020-12-12 09:03:17 main:581] : INFO : Epoch 648 | loss: 0.0313859 | val_loss: 0.0313879 | Time: 1616.33 ms [2020-12-12 09:03:19 main:581] : INFO : Epoch 649 | loss: 0.0313767 | val_loss: 0.031391 | Time: 1607.19 ms [2020-12-12 09:03:21 main:581] : INFO : Epoch 650 | loss: 0.0313802 | val_loss: 0.0313986 | Time: 1606.26 ms [2020-12-12 09:03:22 main:581] : INFO : Epoch 651 | loss: 0.0314193 | val_loss: 0.0314352 | Time: 1608.63 ms [2020-12-12 09:03:24 main:581] : INFO : Epoch 652 | loss: 0.0313985 | val_loss: 0.031397 | Time: 1616 ms [2020-12-12 09:03:26 main:581] : INFO : Epoch 653 | loss: 0.0313735 | val_loss: 0.0313873 | Time: 1631.67 ms [2020-12-12 09:03:27 main:581] : INFO : Epoch 654 | loss: 0.0313758 | val_loss: 0.0313985 | Time: 1609.14 ms [2020-12-12 09:03:29 main:581] : INFO : Epoch 655 | loss: 0.0314194 | val_loss: 0.0313981 | Time: 1610.06 ms [2020-12-12 09:03:30 main:581] : INFO : Epoch 656 | loss: 0.0313883 | val_loss: 0.0313898 | Time: 1617.12 ms [2020-12-12 09:03:32 main:581] : INFO : Epoch 657 | loss: 0.0313809 | val_loss: 0.0314024 | Time: 1640.83 ms [2020-12-12 09:03:34 main:581] : INFO : Epoch 658 | loss: 0.0313889 | val_loss: 0.0313952 | Time: 1628.57 ms [2020-12-12 09:03:35 main:581] : INFO : Epoch 659 | loss: 0.0313788 | val_loss: 0.0313947 | Time: 1620.37 ms [2020-12-12 09:03:37 main:581] : INFO : Epoch 660 | loss: 0.0313754 | val_loss: 0.0313852 | Time: 1622.3 ms [2020-12-12 09:03:39 main:581] : INFO : Epoch 661 | loss: 0.0313746 | val_loss: 0.031386 | Time: 1623.84 ms [2020-12-12 09:03:40 main:581] : INFO : Epoch 662 | loss: 0.0313952 | val_loss: 0.0314287 | Time: 1606.35 ms [2020-12-12 09:03:42 main:581] : INFO : Epoch 663 | loss: 0.0314173 | val_loss: 0.0314022 | Time: 1613.76 ms [2020-12-12 09:03:43 main:581] : INFO : Epoch 664 | loss: 0.0313796 | val_loss: 0.0314032 | Time: 1615.74 ms [2020-12-12 09:03:45 main:581] : INFO : Epoch 665 | loss: 0.0313814 | val_loss: 0.0313868 | Time: 1608.19 ms [2020-12-12 09:03:47 main:581] : INFO : Epoch 666 | loss: 0.0313819 | val_loss: 0.0314039 | Time: 1608.28 ms [2020-12-12 09:03:48 main:581] : INFO : Epoch 667 | loss: 0.0313766 | val_loss: 0.0313976 | Time: 1619.94 ms [2020-12-12 09:03:50 main:581] : INFO : Epoch 668 | loss: 0.03141 | val_loss: 0.031472 | Time: 1615.55 ms [2020-12-12 09:03:51 main:581] : INFO : Epoch 669 | loss: 0.0313985 | val_loss: 0.0313982 | Time: 1625.16 ms [2020-12-12 09:03:53 main:581] : INFO : Epoch 670 | loss: 0.0313845 | val_loss: 0.0314011 | Time: 1626.75 ms [2020-12-12 09:03:55 main:581] : INFO : Epoch 671 | loss: 0.031381 | val_loss: 0.0313852 | Time: 1621.35 ms [2020-12-12 09:03:56 main:581] : INFO : Epoch 672 | loss: 0.031378 | val_loss: 0.0313937 | Time: 1621.99 ms [2020-12-12 09:03:58 main:581] : INFO : Epoch 673 | loss: 0.0313878 | val_loss: 0.03145 | Time: 1621.68 ms [2020-12-12 09:04:00 main:581] : INFO : Epoch 674 | loss: 0.0314388 | val_loss: 0.0314285 | Time: 1613.14 ms [2020-12-12 09:04:01 main:581] : INFO : Epoch 675 | loss: 0.0313985 | val_loss: 0.0314001 | Time: 1606.54 ms [2020-12-12 09:04:03 main:581] : INFO : Epoch 676 | loss: 0.0313767 | val_loss: 0.0313879 | Time: 1615.99 ms [2020-12-12 09:04:04 main:581] : INFO : Epoch 677 | loss: 0.0313767 | val_loss: 0.0313876 | Time: 1603.51 ms [2020-12-12 09:04:06 main:581] : INFO : Epoch 678 | loss: 0.0313877 | val_loss: 0.0314554 | Time: 1601.96 ms [2020-12-12 09:04:08 main:581] : INFO : Epoch 679 | loss: 0.0314086 | val_loss: 0.0314066 | Time: 1629.42 ms [2020-12-12 09:04:09 main:581] : INFO : Epoch 680 | loss: 0.0313816 | val_loss: 0.0314161 | Time: 1603.94 ms [2020-12-12 09:04:11 main:581] : INFO : Epoch 681 | loss: 0.0313984 | val_loss: 0.0314092 | Time: 1613.16 ms [2020-12-12 09:04:12 main:581] : INFO : Epoch 682 | loss: 0.0313866 | val_loss: 0.0313938 | Time: 1600.55 ms [2020-12-12 09:04:14 main:581] : INFO : Epoch 683 | loss: 0.0313813 | val_loss: 0.0313916 | Time: 1602.57 ms [2020-12-12 09:04:16 main:581] : INFO : Epoch 684 | loss: 0.0314261 | val_loss: 0.0314263 | Time: 1610.98 ms [2020-12-12 09:04:17 main:581] : INFO : Epoch 685 | loss: 0.0313937 | val_loss: 0.0313985 | Time: 1601.8 ms [2020-12-12 09:04:19 main:581] : INFO : Epoch 686 | loss: 0.031377 | val_loss: 0.0313973 | Time: 1602.77 ms [2020-12-12 09:04:20 main:581] : INFO : Epoch 687 | loss: 0.0313752 | val_loss: 0.0313952 | Time: 1605.6 ms [2020-12-12 09:04:22 main:581] : INFO : Epoch 688 | loss: 0.031379 | val_loss: 0.0313963 | Time: 1603.17 ms [2020-12-12 09:04:24 main:581] : INFO : Epoch 689 | loss: 0.0313892 | val_loss: 0.0313926 | Time: 1621.08 ms [2020-12-12 09:04:25 main:581] : INFO : Epoch 690 | loss: 0.0313806 | val_loss: 0.0313943 | Time: 1614.29 ms [2020-12-12 09:04:27 main:581] : INFO : Epoch 691 | loss: 0.0313781 | val_loss: 0.0313882 | Time: 1638.55 ms [2020-12-12 09:04:29 main:581] : INFO : Epoch 692 | loss: 0.0313904 | val_loss: 0.0313967 | Time: 1623.47 ms [2020-12-12 09:04:30 main:581] : INFO : Epoch 693 | loss: 0.0314265 | val_loss: 0.0314434 | Time: 1642 ms [2020-12-12 09:04:32 main:581] : INFO : Epoch 694 | loss: 0.0313919 | val_loss: 0.031388 | Time: 1629.56 ms [2020-12-12 09:04:33 main:581] : INFO : Epoch 695 | loss: 0.0313764 | val_loss: 0.0313902 | Time: 1635.37 ms [2020-12-12 09:04:35 main:581] : INFO : Epoch 696 | loss: 0.0313759 | val_loss: 0.031384 | Time: 1635.43 ms [2020-12-12 09:04:37 main:581] : INFO : Epoch 697 | loss: 0.0313789 | val_loss: 0.0314036 | Time: 1636.76 ms [2020-12-12 09:04:38 main:581] : INFO : Epoch 698 | loss: 0.0313923 | val_loss: 0.0314209 | Time: 1633.21 ms [2020-12-12 09:04:40 main:581] : INFO : Epoch 699 | loss: 0.0313955 | val_loss: 0.0314255 | Time: 1632.65 ms [2020-12-12 09:04:42 main:581] : INFO : Epoch 700 | loss: 0.0314173 | val_loss: 0.031413 | Time: 1636.27 ms [2020-12-12 09:04:43 main:581] : INFO : Epoch 701 | loss: 0.0313843 | val_loss: 0.0313945 | Time: 1642.61 ms [2020-12-12 09:04:45 main:581] : INFO : Epoch 702 | loss: 0.0313831 | val_loss: 0.0313822 | Time: 1628.24 ms [2020-12-12 09:04:47 main:581] : INFO : Epoch 703 | loss: 0.0313778 | val_loss: 0.0314003 | Time: 1608.82 ms [2020-12-12 09:04:48 main:581] : INFO : Epoch 704 | loss: 0.0314167 | val_loss: 0.0315287 | Time: 1615.87 ms [2020-12-12 09:04:50 main:581] : INFO : Epoch 705 | loss: 0.0314241 | val_loss: 0.0314104 | Time: 1647.45 ms [2020-12-12 09:04:51 main:581] : INFO : Epoch 706 | loss: 0.0313874 | val_loss: 0.0313902 | Time: 1630.55 ms [2020-12-12 09:04:53 main:581] : INFO : Epoch 707 | loss: 0.0313769 | val_loss: 0.0313892 | Time: 1616.26 ms [2020-12-12 09:04:55 main:581] : INFO : Epoch 708 | loss: 0.0313728 | val_loss: 0.0313845 | Time: 1628.02 ms [2020-12-12 09:04:56 main:581] : INFO : Epoch 709 | loss: 0.0313747 | val_loss: 0.0313903 | Time: 1616.76 ms [2020-12-12 09:04:58 main:581] : INFO : Epoch 710 | loss: 0.0313764 | val_loss: 0.0313989 | Time: 1617.27 ms [2020-12-12 09:05:00 main:581] : INFO : Epoch 711 | loss: 0.0313797 | val_loss: 0.0314082 | Time: 1619.22 ms [2020-12-12 09:05:01 main:581] : INFO : Epoch 712 | loss: 0.0313948 | val_loss: 0.0314037 | Time: 1620.46 ms [2020-12-12 09:05:03 main:581] : INFO : Epoch 713 | loss: 0.0313831 | val_loss: 0.0313925 | Time: 1624.48 ms [2020-12-12 09:05:04 main:581] : INFO : Epoch 714 | loss: 0.0313777 | val_loss: 0.0313902 | Time: 1621.92 ms [2020-12-12 09:05:06 main:581] : INFO : Epoch 715 | loss: 0.0313807 | val_loss: 0.0314006 | Time: 1629.63 ms [2020-12-12 09:05:08 main:581] : INFO : Epoch 716 | loss: 0.0313819 | val_loss: 0.0313916 | Time: 1640.58 ms [2020-12-12 09:05:09 main:581] : INFO : Epoch 717 | loss: 0.0314134 | val_loss: 0.0314126 | Time: 1639.48 ms [2020-12-12 09:05:11 main:581] : INFO : Epoch 718 | loss: 0.0313868 | val_loss: 0.0313898 | Time: 1628.6 ms [2020-12-12 09:05:13 main:581] : INFO : Epoch 719 | loss: 0.0313796 | val_loss: 0.0313925 | Time: 1626.29 ms [2020-12-12 09:05:14 main:581] : INFO : Epoch 720 | loss: 0.0313775 | val_loss: 0.0313841 | Time: 1630.63 ms [2020-12-12 09:05:16 main:581] : INFO : Epoch 721 | loss: 0.031376 | val_loss: 0.0313865 | Time: 1618.58 ms [2020-12-12 09:05:17 main:581] : INFO : Epoch 722 | loss: 0.0314029 | val_loss: 0.0314809 | Time: 1624.84 ms [2020-12-12 09:05:19 main:581] : INFO : Epoch 723 | loss: 0.0314041 | val_loss: 0.0313969 | Time: 1632.09 ms [2020-12-12 09:05:21 main:581] : INFO : Epoch 724 | loss: 0.0313808 | val_loss: 0.0313867 | Time: 1639.47 ms [2020-12-12 09:05:22 main:581] : INFO : Epoch 725 | loss: 0.0313767 | val_loss: 0.0313883 | Time: 1626.13 ms [2020-12-12 09:05:24 main:581] : INFO : Epoch 726 | loss: 0.0313752 | val_loss: 0.0313942 | Time: 1636.69 ms [2020-12-12 09:05:26 main:581] : INFO : Epoch 727 | loss: 0.0313806 | val_loss: 0.0313895 | Time: 1633.43 ms [2020-12-12 09:05:27 main:581] : INFO : Epoch 728 | loss: 0.0313963 | val_loss: 0.0313994 | Time: 1635.95 ms [2020-12-12 09:05:29 main:581] : INFO : Epoch 729 | loss: 0.0313855 | val_loss: 0.0313918 | Time: 1629.97 ms [2020-12-12 09:05:31 main:581] : INFO : Epoch 730 | loss: 0.0313788 | val_loss: 0.0314037 | Time: 1647.49 ms [2020-12-12 09:05:32 main:581] : INFO : Epoch 731 | loss: 0.0314054 | val_loss: 0.031414 | Time: 1616.62 ms [2020-12-12 09:05:34 main:581] : INFO : Epoch 732 | loss: 0.031385 | val_loss: 0.0313966 | Time: 1640.6 ms [2020-12-12 09:05:35 main:581] : INFO : Epoch 733 | loss: 0.0313752 | val_loss: 0.0313863 | Time: 1608.92 ms [2020-12-12 09:05:37 main:581] : INFO : Epoch 734 | loss: 0.0313819 | val_loss: 0.0313996 | Time: 1629.08 ms [2020-12-12 09:05:39 main:581] : INFO : Epoch 735 | loss: 0.0314044 | val_loss: 0.0314319 | Time: 1609.58 ms [2020-12-12 09:05:40 main:581] : INFO : Epoch 736 | loss: 0.0313847 | val_loss: 0.0313845 | Time: 1617.38 ms [2020-12-12 09:05:42 main:581] : INFO : Epoch 737 | loss: 0.0313745 | val_loss: 0.0313843 | Time: 1612.9 ms [2020-12-12 09:05:43 main:581] : INFO : Epoch 738 | loss: 0.0313721 | val_loss: 0.0313905 | Time: 1622.76 ms [2020-12-12 09:05:45 main:581] : INFO : Epoch 739 | loss: 0.0313738 | val_loss: 0.031405 | Time: 1624.83 ms [2020-12-12 09:05:47 main:581] : INFO : Epoch 740 | loss: 0.0314258 | val_loss: 0.0314128 | Time: 1654.01 ms [2020-12-12 09:05:48 main:581] : INFO : Epoch 741 | loss: 0.0313875 | val_loss: 0.0313919 | Time: 1627.41 ms [2020-12-12 09:05:50 main:581] : INFO : Epoch 742 | loss: 0.0313762 | val_loss: 0.0313873 | Time: 1617.95 ms [2020-12-12 09:05:52 main:581] : INFO : Epoch 743 | loss: 0.0313727 | val_loss: 0.0313862 | Time: 1612.86 ms [2020-12-12 09:05:53 main:581] : INFO : Epoch 744 | loss: 0.0313747 | val_loss: 0.0313853 | Time: 1620.84 ms [2020-12-12 09:05:55 main:581] : INFO : Epoch 745 | loss: 0.0313775 | val_loss: 0.031425 | Time: 1639.47 ms [2020-12-12 09:05:57 main:581] : INFO : Epoch 746 | loss: 0.0314671 | val_loss: 0.0314508 | Time: 1663.87 ms [2020-12-12 09:05:58 main:581] : INFO : Epoch 747 | loss: 0.0314029 | val_loss: 0.0314051 | Time: 1615.89 ms [2020-12-12 09:06:00 main:581] : INFO : Epoch 748 | loss: 0.031378 | val_loss: 0.0313867 | Time: 1638.61 ms [2020-12-12 09:06:01 main:581] : INFO : Epoch 749 | loss: 0.0313764 | val_loss: 0.0313877 | Time: 1633.89 ms [2020-12-12 09:06:03 main:581] : INFO : Epoch 750 | loss: 0.0313749 | val_loss: 0.0313869 | Time: 1616.94 ms [2020-12-12 09:06:05 main:581] : INFO : Epoch 751 | loss: 0.0313786 | val_loss: 0.0313938 | Time: 1640.29 ms [2020-12-12 09:06:06 main:581] : INFO : Epoch 752 | loss: 0.0313955 | val_loss: 0.0314106 | Time: 1636.87 ms [2020-12-12 09:06:08 main:581] : INFO : Epoch 753 | loss: 0.0313809 | val_loss: 0.0313903 | Time: 1619.43 ms [2020-12-12 09:06:10 main:581] : INFO : Epoch 754 | loss: 0.0313766 | val_loss: 0.0313929 | Time: 1622.89 ms [2020-12-12 09:06:11 main:581] : INFO : Epoch 755 | loss: 0.0313942 | val_loss: 0.031409 | Time: 1638.4 ms [2020-12-12 09:06:13 main:581] : INFO : Epoch 756 | loss: 0.0313909 | val_loss: 0.0313969 | Time: 1633.74 ms [2020-12-12 09:06:14 main:581] : INFO : Epoch 757 | loss: 0.0313773 | val_loss: 0.0313878 | Time: 1613.56 ms [2020-12-12 09:06:16 main:581] : INFO : Epoch 758 | loss: 0.031376 | val_loss: 0.0313861 | Time: 1633.6 ms [2020-12-12 09:06:18 main:581] : INFO : Epoch 759 | loss: 0.0313851 | val_loss: 0.0314389 | Time: 1605.39 ms [2020-12-12 09:06:19 main:581] : INFO : Epoch 760 | loss: 0.031408 | val_loss: 0.0313925 | Time: 1624.53 ms [2020-12-12 09:06:21 main:581] : INFO : Epoch 761 | loss: 0.0313842 | val_loss: 0.0313865 | Time: 1636.07 ms [2020-12-12 09:06:23 main:581] : INFO : Epoch 762 | loss: 0.0313899 | val_loss: 0.0314094 | Time: 1642.94 ms [2020-12-12 09:06:24 main:581] : INFO : Epoch 763 | loss: 0.0313805 | val_loss: 0.0313877 | Time: 1623.5 ms [2020-12-12 09:06:26 main:581] : INFO : Epoch 764 | loss: 0.0313767 | val_loss: 0.0313911 | Time: 1606.37 ms [2020-12-12 09:06:27 main:581] : INFO : Epoch 765 | loss: 0.0313738 | val_loss: 0.0313932 | Time: 1617.12 ms [2020-12-12 09:06:29 main:581] : INFO : Epoch 766 | loss: 0.0313918 | val_loss: 0.031415 | Time: 1627.5 ms [2020-12-12 09:06:31 main:581] : INFO : Epoch 767 | loss: 0.0313914 | val_loss: 0.031392 | Time: 1629.62 ms [2020-12-12 09:06:32 main:581] : INFO : Epoch 768 | loss: 0.0313923 | val_loss: 0.0314142 | Time: 1636.64 ms [2020-12-12 09:06:34 main:581] : INFO : Epoch 769 | loss: 0.0313944 | val_loss: 0.0314319 | Time: 1636.2 ms [2020-12-12 09:06:36 main:581] : INFO : Epoch 770 | loss: 0.0314079 | val_loss: 0.0314144 | Time: 1628.42 ms [2020-12-12 09:06:37 main:581] : INFO : Epoch 771 | loss: 0.0314086 | val_loss: 0.0315551 | Time: 1623.41 ms [2020-12-12 09:06:39 main:581] : INFO : Epoch 772 | loss: 0.0314956 | val_loss: 0.0315971 | Time: 1634.32 ms [2020-12-12 09:06:40 main:581] : INFO : Epoch 773 | loss: 0.0314667 | val_loss: 0.0314292 | Time: 1613.4 ms [2020-12-12 09:06:42 main:581] : INFO : Epoch 774 | loss: 0.0313876 | val_loss: 0.0313852 | Time: 1626.1 ms [2020-12-12 09:06:44 main:581] : INFO : Epoch 775 | loss: 0.0313769 | val_loss: 0.031387 | Time: 1626.58 ms [2020-12-12 09:06:45 main:581] : INFO : Epoch 776 | loss: 0.0313701 | val_loss: 0.0313879 | Time: 1627.35 ms [2020-12-12 09:06:47 main:581] : INFO : Epoch 777 | loss: 0.0313708 | val_loss: 0.0313864 | Time: 1642.06 ms [2020-12-12 09:06:49 main:581] : INFO : Epoch 778 | loss: 0.0313689 | val_loss: 0.0313808 | Time: 1613.98 ms [2020-12-12 09:06:50 main:581] : INFO : Epoch 779 | loss: 0.0313843 | val_loss: 0.0314473 | Time: 1612.72 ms [2020-12-12 09:06:52 main:581] : INFO : Epoch 780 | loss: 0.0314013 | val_loss: 0.0313903 | Time: 1626.31 ms [2020-12-12 09:06:53 main:581] : INFO : Epoch 781 | loss: 0.0313783 | val_loss: 0.0313828 | Time: 1644.65 ms [2020-12-12 09:06:55 main:581] : INFO : Epoch 782 | loss: 0.0313709 | val_loss: 0.0313812 | Time: 1634.79 ms [2020-12-12 09:06:57 main:581] : INFO : Epoch 783 | loss: 0.0313723 | val_loss: 0.0313908 | Time: 1641.54 ms [2020-12-12 09:06:58 main:581] : INFO : Epoch 784 | loss: 0.0313744 | val_loss: 0.0313842 | Time: 1631.6 ms [2020-12-12 09:07:00 main:581] : INFO : Epoch 785 | loss: 0.0313813 | val_loss: 0.0313912 | Time: 1608.34 ms [2020-12-12 09:07:02 main:581] : INFO : Epoch 786 | loss: 0.0313926 | val_loss: 0.0313853 | Time: 1637.92 ms [2020-12-12 09:07:03 main:581] : INFO : Epoch 787 | loss: 0.0313762 | val_loss: 0.0313911 | Time: 1629.89 ms [2020-12-12 09:07:05 main:581] : INFO : Epoch 788 | loss: 0.0313773 | val_loss: 0.0313834 | Time: 1606.96 ms [2020-12-12 09:07:07 main:581] : INFO : Epoch 789 | loss: 0.0313736 | val_loss: 0.0313791 | Time: 1619.46 ms [2020-12-12 09:07:08 main:581] : INFO : Epoch 790 | loss: 0.0314006 | val_loss: 0.0314713 | Time: 1638.32 ms [2020-12-12 09:07:10 main:581] : INFO : Epoch 791 | loss: 0.0314138 | val_loss: 0.0314078 | Time: 1631.14 ms [2020-12-12 09:07:11 main:581] : INFO : Epoch 792 | loss: 0.0313802 | val_loss: 0.0313892 | Time: 1637.3 ms [2020-12-12 09:07:13 main:581] : INFO : Epoch 793 | loss: 0.0313743 | val_loss: 0.0313855 | Time: 1641.61 ms [2020-12-12 09:07:15 main:581] : INFO : Epoch 794 | loss: 0.0313791 | val_loss: 0.0313858 | Time: 1619.24 ms [2020-12-12 09:07:16 main:581] : INFO : Epoch 795 | loss: 0.0313797 | val_loss: 0.0314234 | Time: 1602.48 ms [2020-12-12 09:07:18 main:581] : INFO : Epoch 796 | loss: 0.0314069 | val_loss: 0.0314018 | Time: 1634.38 ms [2020-12-12 09:07:20 main:581] : INFO : Epoch 797 | loss: 0.0313966 | val_loss: 0.0314186 | Time: 1607.3 ms [2020-12-12 09:07:21 main:581] : INFO : Epoch 798 | loss: 0.0314202 | val_loss: 0.0314917 | Time: 1610.72 ms [2020-12-12 09:07:23 main:581] : INFO : Epoch 799 | loss: 0.0314233 | val_loss: 0.0314007 | Time: 1601.26 ms [2020-12-12 09:07:24 main:581] : INFO : Epoch 800 | loss: 0.0314188 | val_loss: 0.0314179 | Time: 1616.41 ms [2020-12-12 09:07:26 main:581] : INFO : Epoch 801 | loss: 0.0313884 | val_loss: 0.0313867 | Time: 1618.94 ms [2020-12-12 09:07:28 main:581] : INFO : Epoch 802 | loss: 0.0313752 | val_loss: 0.0313866 | Time: 1629.33 ms [2020-12-12 09:07:29 main:581] : INFO : Epoch 803 | loss: 0.0313792 | val_loss: 0.0313954 | Time: 1635.76 ms [2020-12-12 09:07:31 main:581] : INFO : Epoch 804 | loss: 0.0313753 | val_loss: 0.0313874 | Time: 1643.07 ms [2020-12-12 09:07:32 main:581] : INFO : Epoch 805 | loss: 0.0313757 | val_loss: 0.0314105 | Time: 1616.9 ms [2020-12-12 09:07:34 main:581] : INFO : Epoch 806 | loss: 0.03141 | val_loss: 0.0314075 | Time: 1636.47 ms [2020-12-12 09:07:36 main:581] : INFO : Epoch 807 | loss: 0.0313772 | val_loss: 0.0313815 | Time: 1607.23 ms [2020-12-12 09:07:37 main:581] : INFO : Epoch 808 | loss: 0.0313713 | val_loss: 0.0313839 | Time: 1618.96 ms [2020-12-12 09:07:39 main:581] : INFO : Epoch 809 | loss: 0.0313687 | val_loss: 0.0313863 | Time: 1607.49 ms [2020-12-12 09:07:41 main:581] : INFO : Epoch 810 | loss: 0.0313746 | val_loss: 0.0313894 | Time: 1608.24 ms [2020-12-12 09:07:42 main:581] : INFO : Epoch 811 | loss: 0.0313713 | val_loss: 0.0313948 | Time: 1633.92 ms [2020-12-12 09:07:44 main:581] : INFO : Epoch 812 | loss: 0.0313808 | val_loss: 0.0314404 | Time: 1622.55 ms [2020-12-12 09:07:45 main:581] : INFO : Epoch 813 | loss: 0.0314335 | val_loss: 0.0314104 | Time: 1626.12 ms [2020-12-12 09:07:47 main:581] : INFO : Epoch 814 | loss: 0.0313846 | val_loss: 0.0313879 | Time: 1610.93 ms [2020-12-12 09:07:49 main:581] : INFO : Epoch 815 | loss: 0.0313704 | val_loss: 0.0313849 | Time: 1614.97 ms [2020-12-12 09:07:50 main:581] : INFO : Epoch 816 | loss: 0.0313702 | val_loss: 0.0313883 | Time: 1604.71 ms [2020-12-12 09:07:52 main:581] : INFO : Epoch 817 | loss: 0.0313899 | val_loss: 0.0314923 | Time: 1606.83 ms [2020-12-12 09:07:54 main:581] : INFO : Epoch 818 | loss: 0.0314327 | val_loss: 0.0314399 | Time: 1633.66 ms [2020-12-12 09:07:55 main:581] : INFO : Epoch 819 | loss: 0.0313907 | val_loss: 0.0313956 | Time: 1628.93 ms [2020-12-12 09:07:57 main:581] : INFO : Epoch 820 | loss: 0.0313743 | val_loss: 0.0313841 | Time: 1610.58 ms [2020-12-12 09:07:58 main:581] : INFO : Epoch 821 | loss: 0.0313711 | val_loss: 0.0313807 | Time: 1616.32 ms [2020-12-12 09:08:00 main:581] : INFO : Epoch 822 | loss: 0.0313721 | val_loss: 0.0313878 | Time: 1629.64 ms [2020-12-12 09:08:02 main:581] : INFO : Epoch 823 | loss: 0.0313701 | val_loss: 0.0313827 | Time: 1638.1 ms [2020-12-12 09:08:03 main:581] : INFO : Epoch 824 | loss: 0.0313727 | val_loss: 0.0313867 | Time: 1619.77 ms [2020-12-12 09:08:05 main:581] : INFO : Epoch 825 | loss: 0.0313839 | val_loss: 0.0314274 | Time: 1631.39 ms [2020-12-12 09:08:07 main:581] : INFO : Epoch 826 | loss: 0.0314071 | val_loss: 0.0314102 | Time: 1608.22 ms [2020-12-12 09:08:08 main:581] : INFO : Epoch 827 | loss: 0.0313833 | val_loss: 0.0313914 | Time: 1605.88 ms [2020-12-12 09:08:10 main:581] : INFO : Epoch 828 | loss: 0.0313751 | val_loss: 0.0313845 | Time: 1619.44 ms [2020-12-12 09:08:11 main:581] : INFO : Epoch 829 | loss: 0.031372 | val_loss: 0.0313876 | Time: 1659.45 ms [2020-12-12 09:08:13 main:581] : INFO : Epoch 830 | loss: 0.0313982 | val_loss: 0.0313947 | Time: 1644.98 ms [2020-12-12 09:08:15 main:581] : INFO : Epoch 831 | loss: 0.0313806 | val_loss: 0.0313877 | Time: 1644.33 ms [2020-12-12 09:08:16 main:581] : INFO : Epoch 832 | loss: 0.0313737 | val_loss: 0.0313888 | Time: 1615.14 ms [2020-12-12 09:08:18 main:581] : INFO : Epoch 833 | loss: 0.0313779 | val_loss: 0.0314205 | Time: 1654.65 ms [2020-12-12 09:08:20 main:581] : INFO : Epoch 834 | loss: 0.0314003 | val_loss: 0.0314213 | Time: 1655.94 ms [2020-12-12 09:08:21 main:581] : INFO : Epoch 835 | loss: 0.0313841 | val_loss: 0.031389 | Time: 1647.18 ms [2020-12-12 09:08:23 main:581] : INFO : Epoch 836 | loss: 0.0313832 | val_loss: 0.0313887 | Time: 1639.4 ms [2020-12-12 09:08:25 main:581] : INFO : Epoch 837 | loss: 0.0313758 | val_loss: 0.0313847 | Time: 1647.07 ms [2020-12-12 09:08:26 main:581] : INFO : Epoch 838 | loss: 0.0313746 | val_loss: 0.0313942 | Time: 1625.91 ms [2020-12-12 09:08:28 main:581] : INFO : Epoch 839 | loss: 0.0314175 | val_loss: 0.0314502 | Time: 1637.8 ms [2020-12-12 09:08:29 main:581] : INFO : Epoch 840 | loss: 0.0313987 | val_loss: 0.0313975 | Time: 1635.33 ms [2020-12-12 09:08:31 main:581] : INFO : Epoch 841 | loss: 0.0313787 | val_loss: 0.0313838 | Time: 1666.41 ms [2020-12-12 09:08:33 main:581] : INFO : Epoch 842 | loss: 0.0313745 | val_loss: 0.0313852 | Time: 1615.62 ms [2020-12-12 09:08:34 main:581] : INFO : Epoch 843 | loss: 0.0313793 | val_loss: 0.0313938 | Time: 1651.03 ms [2020-12-12 09:08:36 main:581] : INFO : Epoch 844 | loss: 0.0313764 | val_loss: 0.0313869 | Time: 1621.99 ms [2020-12-12 09:08:38 main:581] : INFO : Epoch 845 | loss: 0.0313852 | val_loss: 0.0313987 | Time: 1619 ms [2020-12-12 09:08:39 main:581] : INFO : Epoch 846 | loss: 0.0314088 | val_loss: 0.0314587 | Time: 1632.72 ms [2020-12-12 09:08:41 main:581] : INFO : Epoch 847 | loss: 0.0314336 | val_loss: 0.0314085 | Time: 1615.16 ms [2020-12-12 09:08:43 main:581] : INFO : Epoch 848 | loss: 0.0313806 | val_loss: 0.031386 | Time: 1639.5 ms [2020-12-12 09:08:44 main:581] : INFO : Epoch 849 | loss: 0.0313721 | val_loss: 0.031383 | Time: 1616.4 ms [2020-12-12 09:08:46 main:581] : INFO : Epoch 850 | loss: 0.0313698 | val_loss: 0.0313808 | Time: 1642.88 ms [2020-12-12 09:08:47 main:581] : INFO : Epoch 851 | loss: 0.0313694 | val_loss: 0.0313831 | Time: 1644.32 ms [2020-12-12 09:08:49 main:581] : INFO : Epoch 852 | loss: 0.0313712 | val_loss: 0.0313894 | Time: 1619.97 ms [2020-12-12 09:08:51 main:581] : INFO : Epoch 853 | loss: 0.0313883 | val_loss: 0.0314029 | Time: 1647.8 ms [2020-12-12 09:08:52 main:581] : INFO : Epoch 854 | loss: 0.0313821 | val_loss: 0.0313847 | Time: 1635.27 ms [2020-12-12 09:08:54 main:581] : INFO : Epoch 855 | loss: 0.0313744 | val_loss: 0.031386 | Time: 1639.24 ms [2020-12-12 09:08:56 main:581] : INFO : Epoch 856 | loss: 0.0314029 | val_loss: 0.0314284 | Time: 1652.76 ms [2020-12-12 09:08:57 main:581] : INFO : Epoch 857 | loss: 0.0313899 | val_loss: 0.0313882 | Time: 1615.49 ms [2020-12-12 09:08:59 main:581] : INFO : Epoch 858 | loss: 0.0313767 | val_loss: 0.031382 | Time: 1621.14 ms [2020-12-12 09:09:00 main:581] : INFO : Epoch 859 | loss: 0.0313744 | val_loss: 0.0314077 | Time: 1620.62 ms [2020-12-12 09:09:02 main:581] : INFO : Epoch 860 | loss: 0.0314135 | val_loss: 0.0314005 | Time: 1659.02 ms [2020-12-12 09:09:04 main:581] : INFO : Epoch 861 | loss: 0.0313789 | val_loss: 0.0313876 | Time: 1649.38 ms [2020-12-12 09:09:05 main:581] : INFO : Epoch 862 | loss: 0.0313736 | val_loss: 0.0313834 | Time: 1633.11 ms [2020-12-12 09:09:07 main:581] : INFO : Epoch 863 | loss: 0.0313757 | val_loss: 0.0314073 | Time: 1616.78 ms [2020-12-12 09:09:09 main:581] : INFO : Epoch 864 | loss: 0.0314172 | val_loss: 0.0314119 | Time: 1629.87 ms [2020-12-12 09:09:10 main:581] : INFO : Epoch 865 | loss: 0.0313918 | val_loss: 0.0313932 | Time: 1632.58 ms [2020-12-12 09:09:12 main:581] : INFO : Epoch 866 | loss: 0.0313868 | val_loss: 0.0315511 | Time: 1632.51 ms [2020-12-12 09:09:14 main:581] : INFO : Epoch 867 | loss: 0.0315137 | val_loss: 0.0314286 | Time: 1627.38 ms [2020-12-12 09:09:15 main:581] : INFO : Epoch 868 | loss: 0.0314054 | val_loss: 0.0314017 | Time: 1639.03 ms [2020-12-12 09:09:17 main:581] : INFO : Epoch 869 | loss: 0.0313772 | val_loss: 0.0313835 | Time: 1635.03 ms [2020-12-12 09:09:18 main:581] : INFO : Epoch 870 | loss: 0.0313716 | val_loss: 0.0313833 | Time: 1619.95 ms [2020-12-12 09:09:20 main:581] : INFO : Epoch 871 | loss: 0.0313702 | val_loss: 0.0313977 | Time: 1636.17 ms [2020-12-12 09:09:22 main:581] : INFO : Epoch 872 | loss: 0.0313808 | val_loss: 0.0314003 | Time: 1615.33 ms [2020-12-12 09:09:23 main:581] : INFO : Epoch 873 | loss: 0.0313776 | val_loss: 0.0313838 | Time: 1651.29 ms [2020-12-12 09:09:25 main:581] : INFO : Epoch 874 | loss: 0.0313732 | val_loss: 0.0313882 | Time: 1660.05 ms [2020-12-12 09:09:27 main:581] : INFO : Epoch 875 | loss: 0.0313722 | val_loss: 0.0313854 | Time: 1632.7 ms [2020-12-12 09:09:28 main:581] : INFO : Epoch 876 | loss: 0.0314103 | val_loss: 0.0314059 | Time: 1642.61 ms [2020-12-12 09:09:30 main:581] : INFO : Epoch 877 | loss: 0.0313915 | val_loss: 0.0313823 | Time: 1637.55 ms [2020-12-12 09:09:32 main:581] : INFO : Epoch 878 | loss: 0.0313755 | val_loss: 0.0313846 | Time: 1671.31 ms [2020-12-12 09:09:33 main:581] : INFO : Epoch 879 | loss: 0.0313765 | val_loss: 0.0314071 | Time: 1647.34 ms [2020-12-12 09:09:35 main:581] : INFO : Epoch 880 | loss: 0.0313897 | val_loss: 0.0314014 | Time: 1637.7 ms [2020-12-12 09:09:37 main:581] : INFO : Epoch 881 | loss: 0.0313804 | val_loss: 0.0313889 | Time: 1687.18 ms [2020-12-12 09:09:38 main:581] : INFO : Epoch 882 | loss: 0.0313847 | val_loss: 0.0313884 | Time: 1710.49 ms [2020-12-12 09:09:40 main:581] : INFO : Epoch 883 | loss: 0.0313895 | val_loss: 0.0314063 | Time: 1706.53 ms [2020-12-12 09:09:42 main:581] : INFO : Epoch 884 | loss: 0.0314638 | val_loss: 0.0314564 | Time: 1659.96 ms [2020-12-12 09:09:43 main:581] : INFO : Epoch 885 | loss: 0.0315825 | val_loss: 0.0317336 | Time: 1691.43 ms [2020-12-12 09:09:45 main:581] : INFO : Epoch 886 | loss: 0.0315208 | val_loss: 0.0314254 | Time: 1710.31 ms [2020-12-12 09:09:47 main:581] : INFO : Epoch 887 | loss: 0.0313965 | val_loss: 0.0314047 | Time: 1703.76 ms [2020-12-12 09:09:48 main:581] : INFO : Epoch 888 | loss: 0.0313785 | val_loss: 0.0313803 | Time: 1714.67 ms [2020-12-12 09:09:50 main:581] : INFO : Epoch 889 | loss: 0.0313687 | val_loss: 0.0313839 | Time: 1716.12 ms [2020-12-12 09:09:52 main:581] : INFO : Epoch 890 | loss: 0.0313714 | val_loss: 0.0313813 | Time: 1711 ms [2020-12-12 09:09:54 main:581] : INFO : Epoch 891 | loss: 0.0313727 | val_loss: 0.0313838 | Time: 1717.14 ms [2020-12-12 09:09:55 main:581] : INFO : Epoch 892 | loss: 0.0313719 | val_loss: 0.0313796 | Time: 1720.96 ms [2020-12-12 09:09:57 main:581] : INFO : Epoch 893 | loss: 0.0313799 | val_loss: 0.0315481 | Time: 1716.33 ms [2020-12-12 09:09:59 main:581] : INFO : Epoch 894 | loss: 0.031416 | val_loss: 0.0314071 | Time: 1651.46 ms [2020-12-12 09:10:00 main:581] : INFO : Epoch 895 | loss: 0.0313819 | val_loss: 0.0313951 | Time: 1643.34 ms [2020-12-12 09:10:02 main:581] : INFO : Epoch 896 | loss: 0.0313714 | val_loss: 0.0313905 | Time: 1660.31 ms [2020-12-12 09:10:04 main:581] : INFO : Epoch 897 | loss: 0.0313706 | val_loss: 0.0313878 | Time: 1648.47 ms [2020-12-12 09:10:05 main:581] : INFO : Epoch 898 | loss: 0.0313699 | val_loss: 0.0313925 | Time: 1679.97 ms [2020-12-12 09:10:07 main:581] : INFO : Epoch 899 | loss: 0.0313766 | val_loss: 0.0314037 | Time: 1660.46 ms [2020-12-12 09:10:09 main:581] : INFO : Epoch 900 | loss: 0.0313786 | val_loss: 0.0313942 | Time: 1677.54 ms [2020-12-12 09:10:10 main:581] : INFO : Epoch 901 | loss: 0.031378 | val_loss: 0.031388 | Time: 1677.91 ms [2020-12-12 09:10:12 main:581] : INFO : Epoch 902 | loss: 0.0313825 | val_loss: 0.0314218 | Time: 1656.69 ms [2020-12-12 09:10:14 main:581] : INFO : Epoch 903 | loss: 0.0313816 | val_loss: 0.0313823 | Time: 1651.15 ms [2020-12-12 09:10:15 main:581] : INFO : Epoch 904 | loss: 0.0313703 | val_loss: 0.0313823 | Time: 1645.46 ms [2020-12-12 09:10:17 main:581] : INFO : Epoch 905 | loss: 0.0313711 | val_loss: 0.0313782 | Time: 1626.63 ms [2020-12-12 09:10:19 main:581] : INFO : Epoch 906 | loss: 0.0313697 | val_loss: 0.0313867 | Time: 1636.81 ms [2020-12-12 09:10:20 main:581] : INFO : Epoch 907 | loss: 0.0313795 | val_loss: 0.0314725 | Time: 1619.26 ms [2020-12-12 09:10:22 main:581] : INFO : Epoch 908 | loss: 0.0314407 | val_loss: 0.0314139 | Time: 1618.41 ms [2020-12-12 09:10:23 main:581] : INFO : Epoch 909 | loss: 0.0313793 | val_loss: 0.0313859 | Time: 1648.45 ms [2020-12-12 09:10:25 main:581] : INFO : Epoch 910 | loss: 0.0313698 | val_loss: 0.0313833 | Time: 1624.6 ms [2020-12-12 09:10:27 main:581] : INFO : Epoch 911 | loss: 0.0313691 | val_loss: 0.0313814 | Time: 1616.19 ms [2020-12-12 09:10:28 main:581] : INFO : Epoch 912 | loss: 0.0313697 | val_loss: 0.0313821 | Time: 1614.17 ms [2020-12-12 09:10:30 main:581] : INFO : Epoch 913 | loss: 0.0313701 | val_loss: 0.0313829 | Time: 1628.53 ms [2020-12-12 09:10:32 main:581] : INFO : Epoch 914 | loss: 0.0313715 | val_loss: 0.0313818 | Time: 1609.3 ms [2020-12-12 09:10:33 main:581] : INFO : Epoch 915 | loss: 0.031384 | val_loss: 0.0314074 | Time: 1649.27 ms [2020-12-12 09:10:35 main:581] : INFO : Epoch 916 | loss: 0.0313834 | val_loss: 0.031382 | Time: 1633.92 ms [2020-12-12 09:10:36 main:581] : INFO : Epoch 917 | loss: 0.0313724 | val_loss: 0.0313921 | Time: 1640.74 ms [2020-12-12 09:10:38 main:581] : INFO : Epoch 918 | loss: 0.0313799 | val_loss: 0.0313825 | Time: 1640.3 ms [2020-12-12 09:10:40 main:581] : INFO : Epoch 919 | loss: 0.031373 | val_loss: 0.0313866 | Time: 1641.44 ms [2020-12-12 09:10:41 main:581] : INFO : Epoch 920 | loss: 0.0313825 | val_loss: 0.0314111 | Time: 1655.48 ms [2020-12-12 09:10:43 main:581] : INFO : Epoch 921 | loss: 0.0313876 | val_loss: 0.0313839 | Time: 1663.46 ms [2020-12-12 09:10:45 main:581] : INFO : Epoch 922 | loss: 0.0313732 | val_loss: 0.03138 | Time: 1664.31 ms [2020-12-12 09:10:46 main:581] : INFO : Epoch 923 | loss: 0.0313986 | val_loss: 0.0314048 | Time: 1628.66 ms [2020-12-12 09:10:48 main:581] : INFO : Epoch 924 | loss: 0.0313825 | val_loss: 0.0313866 | Time: 1622.49 ms [2020-12-12 09:10:50 main:581] : INFO : Epoch 925 | loss: 0.0313743 | val_loss: 0.0313818 | Time: 1640.73 ms [2020-12-12 09:10:51 main:581] : INFO : Epoch 926 | loss: 0.0313742 | val_loss: 0.0314011 | Time: 1618.23 ms [2020-12-12 09:10:53 main:581] : INFO : Epoch 927 | loss: 0.0313805 | val_loss: 0.0313878 | Time: 1632.85 ms [2020-12-12 09:10:55 main:581] : INFO : Epoch 928 | loss: 0.0313723 | val_loss: 0.0314027 | Time: 1641.87 ms [2020-12-12 09:10:56 main:581] : INFO : Epoch 929 | loss: 0.0313972 | val_loss: 0.0313894 | Time: 1622.94 ms [2020-12-12 09:10:58 main:581] : INFO : Epoch 930 | loss: 0.0313755 | val_loss: 0.0313862 | Time: 1642.21 ms [2020-12-12 09:10:59 main:581] : INFO : Epoch 931 | loss: 0.0313746 | val_loss: 0.0313905 | Time: 1634.83 ms [2020-12-12 09:11:01 main:581] : INFO : Epoch 932 | loss: 0.0313716 | val_loss: 0.03139 | Time: 1632.31 ms [2020-12-12 09:11:03 main:581] : INFO : Epoch 933 | loss: 0.0313982 | val_loss: 0.0314278 | Time: 1631.92 ms [2020-12-12 09:11:04 main:581] : INFO : Epoch 934 | loss: 0.0313871 | val_loss: 0.0313939 | Time: 1639.64 ms [2020-12-12 09:11:06 main:581] : INFO : Epoch 935 | loss: 0.0313764 | val_loss: 0.0313884 | Time: 1655.85 ms [2020-12-12 09:11:08 main:581] : INFO : Epoch 936 | loss: 0.0313735 | val_loss: 0.0313892 | Time: 1654.7 ms [2020-12-12 09:11:09 main:581] : INFO : Epoch 937 | loss: 0.0313789 | val_loss: 0.0313932 | Time: 1643.03 ms [2020-12-12 09:11:11 main:581] : INFO : Epoch 938 | loss: 0.031377 | val_loss: 0.0313936 | Time: 1652.91 ms [2020-12-12 09:11:13 main:581] : INFO : Epoch 939 | loss: 0.0313916 | val_loss: 0.0314065 | Time: 1649.47 ms [2020-12-12 09:11:14 main:581] : INFO : Epoch 940 | loss: 0.0313932 | val_loss: 0.0313883 | Time: 1631.92 ms [2020-12-12 09:11:16 main:581] : INFO : Epoch 941 | loss: 0.0313774 | val_loss: 0.0313876 | Time: 1628.64 ms [2020-12-12 09:11:17 main:581] : INFO : Epoch 942 | loss: 0.0313727 | val_loss: 0.0313862 | Time: 1642.38 ms [2020-12-12 09:11:19 main:581] : INFO : Epoch 943 | loss: 0.0313769 | val_loss: 0.0313883 | Time: 1635.59 ms [2020-12-12 09:11:21 main:581] : INFO : Epoch 944 | loss: 0.0313791 | val_loss: 0.0313894 | Time: 1632.33 ms [2020-12-12 09:11:22 main:581] : INFO : Epoch 945 | loss: 0.0313712 | val_loss: 0.0313865 | Time: 1650.33 ms [2020-12-12 09:11:24 main:581] : INFO : Epoch 946 | loss: 0.0313883 | val_loss: 0.031428 | Time: 1650.62 ms [2020-12-12 09:11:26 main:581] : INFO : Epoch 947 | loss: 0.031412 | val_loss: 0.0314125 | Time: 1647.92 ms [2020-12-12 09:11:27 main:581] : INFO : Epoch 948 | loss: 0.0313865 | val_loss: 0.0314019 | Time: 1655.7 ms [2020-12-12 09:11:29 main:581] : INFO : Epoch 949 | loss: 0.0313765 | val_loss: 0.0314054 | Time: 1652.75 ms [2020-12-12 09:11:31 main:581] : INFO : Epoch 950 | loss: 0.0314039 | val_loss: 0.0313917 | Time: 1638.7 ms [2020-12-12 09:11:32 main:581] : INFO : Epoch 951 | loss: 0.0313798 | val_loss: 0.0313847 | Time: 1640.22 ms [2020-12-12 09:11:34 main:581] : INFO : Epoch 952 | loss: 0.0313751 | val_loss: 0.0313957 | Time: 1678.31 ms [2020-12-12 09:11:36 main:581] : INFO : Epoch 953 | loss: 0.0313746 | val_loss: 0.0314125 | Time: 1632.78 ms [2020-12-12 09:11:37 main:581] : INFO : Epoch 954 | loss: 0.0314593 | val_loss: 0.0314087 | Time: 1655.95 ms [2020-12-12 09:11:39 main:581] : INFO : Epoch 955 | loss: 0.0313914 | val_loss: 0.0314044 | Time: 1626.62 ms [2020-12-12 09:11:41 main:581] : INFO : Epoch 956 | loss: 0.0313984 | val_loss: 0.0313976 | Time: 1642.79 ms [2020-12-12 09:11:42 main:581] : INFO : Epoch 957 | loss: 0.0314035 | val_loss: 0.0314008 | Time: 1651.38 ms [2020-12-12 09:11:44 main:581] : INFO : Epoch 958 | loss: 0.0313977 | val_loss: 0.0313976 | Time: 1641.32 ms [2020-12-12 09:11:45 main:581] : INFO : Epoch 959 | loss: 0.0313872 | val_loss: 0.0313927 | Time: 1668.3 ms [2020-12-12 09:11:47 main:581] : INFO : Epoch 960 | loss: 0.0313753 | val_loss: 0.0313859 | Time: 1631.94 ms [2020-12-12 09:11:49 main:581] : INFO : Epoch 961 | loss: 0.0313902 | val_loss: 0.0314215 | Time: 1665.29 ms [2020-12-12 09:11:50 main:581] : INFO : Epoch 962 | loss: 0.0313828 | val_loss: 0.0313825 | Time: 1667.63 ms [2020-12-12 09:11:52 main:581] : INFO : Epoch 963 | loss: 0.0313768 | val_loss: 0.031395 | Time: 1639.46 ms [2020-12-12 09:11:54 main:581] : INFO : Epoch 964 | loss: 0.0313847 | val_loss: 0.0313873 | Time: 1635.46 ms [2020-12-12 09:11:55 main:581] : INFO : Epoch 965 | loss: 0.0313765 | val_loss: 0.0313834 | Time: 1652.79 ms [2020-12-12 09:11:57 main:581] : INFO : Epoch 966 | loss: 0.0313716 | val_loss: 0.0313817 | Time: 1628.3 ms [2020-12-12 09:11:59 main:581] : INFO : Epoch 967 | loss: 0.0313677 | val_loss: 0.0313882 | Time: 1614.48 ms [2020-12-12 09:12:00 main:581] : INFO : Epoch 968 | loss: 0.0314642 | val_loss: 0.0314469 | Time: 1649.2 ms [2020-12-12 09:12:02 main:581] : INFO : Epoch 969 | loss: 0.031394 | val_loss: 0.0313981 | Time: 1620.15 ms [2020-12-12 09:12:04 main:581] : INFO : Epoch 970 | loss: 0.0313732 | val_loss: 0.0313823 | Time: 1636.1 ms [2020-12-12 09:12:05 main:581] : INFO : Epoch 971 | loss: 0.0313738 | val_loss: 0.0313889 | Time: 1636.66 ms [2020-12-12 09:12:07 main:581] : INFO : Epoch 972 | loss: 0.0313724 | val_loss: 0.0313815 | Time: 1652.29 ms [2020-12-12 09:12:08 main:581] : INFO : Epoch 973 | loss: 0.0313745 | val_loss: 0.0314012 | Time: 1626.47 ms [2020-12-12 09:12:10 main:581] : INFO : Epoch 974 | loss: 0.0313793 | val_loss: 0.0313915 | Time: 1615.89 ms [2020-12-12 09:12:12 main:581] : INFO : Epoch 975 | loss: 0.0313773 | val_loss: 0.0313895 | Time: 1639.29 ms [2020-12-12 09:12:13 main:581] : INFO : Epoch 976 | loss: 0.0313724 | val_loss: 0.0313839 | Time: 1634.62 ms [2020-12-12 09:12:15 main:581] : INFO : Epoch 977 | loss: 0.0313747 | val_loss: 0.0313875 | Time: 1650.14 ms [2020-12-12 09:12:17 main:581] : INFO : Epoch 978 | loss: 0.0313924 | val_loss: 0.031414 | Time: 1633.16 ms [2020-12-12 09:12:18 main:581] : INFO : Epoch 979 | loss: 0.0313821 | val_loss: 0.031387 | Time: 1609.22 ms [2020-12-12 09:12:20 main:581] : INFO : Epoch 980 | loss: 0.0313725 | val_loss: 0.0313918 | Time: 1614.72 ms [2020-12-12 09:12:21 main:581] : INFO : Epoch 981 | loss: 0.031419 | val_loss: 0.031482 | Time: 1618.56 ms [2020-12-12 09:12:23 main:581] : INFO : Epoch 982 | loss: 0.0314652 | val_loss: 0.0314484 | Time: 1619.4 ms [2020-12-12 09:12:25 main:581] : INFO : Epoch 983 | loss: 0.0314191 | val_loss: 0.0314046 | Time: 1650.93 ms [2020-12-12 09:12:26 main:581] : INFO : Epoch 984 | loss: 0.0313777 | val_loss: 0.0313864 | Time: 1618.68 ms [2020-12-12 09:12:28 main:581] : INFO : Epoch 985 | loss: 0.0313741 | val_loss: 0.0313909 | Time: 1645.07 ms [2020-12-12 09:12:30 main:581] : INFO : Epoch 986 | loss: 0.0313731 | val_loss: 0.0313842 | Time: 1636.53 ms [2020-12-12 09:12:31 main:581] : INFO : Epoch 987 | loss: 0.0313677 | val_loss: 0.0313815 | Time: 1642.83 ms [2020-12-12 09:12:33 main:581] : INFO : Epoch 988 | loss: 0.0313801 | val_loss: 0.0313969 | Time: 1640.5 ms [2020-12-12 09:12:35 main:581] : INFO : Epoch 989 | loss: 0.0313741 | val_loss: 0.0313824 | Time: 1631.72 ms [2020-12-12 09:12:36 main:581] : INFO : Epoch 990 | loss: 0.031369 | val_loss: 0.0313867 | Time: 1615.9 ms [2020-12-12 09:12:38 main:581] : INFO : Epoch 991 | loss: 0.0313709 | val_loss: 0.0313863 | Time: 1598.76 ms [2020-12-12 09:12:39 main:581] : INFO : Epoch 992 | loss: 0.0313885 | val_loss: 0.031445 | Time: 1620.21 ms [2020-12-12 09:12:41 main:581] : INFO : Epoch 993 | loss: 0.0313884 | val_loss: 0.031385 | Time: 1636.81 ms [2020-12-12 09:12:43 main:581] : INFO : Epoch 994 | loss: 0.0313705 | val_loss: 0.0313798 | Time: 1638.67 ms [2020-12-12 09:12:44 main:581] : INFO : Epoch 995 | loss: 0.0313691 | val_loss: 0.0313882 | Time: 1636.15 ms [2020-12-12 09:12:46 main:581] : INFO : Epoch 996 | loss: 0.0313724 | val_loss: 0.0313935 | Time: 1618.71 ms [2020-12-12 09:12:48 main:581] : INFO : Epoch 997 | loss: 0.0313838 | val_loss: 0.0314441 | Time: 1624.13 ms [2020-12-12 09:12:49 main:581] : INFO : Epoch 998 | loss: 0.0314337 | val_loss: 0.0314063 | Time: 1605.68 ms [2020-12-12 09:12:51 main:581] : INFO : Epoch 999 | loss: 0.0313811 | val_loss: 0.0313923 | Time: 1612.63 ms [2020-12-12 09:12:52 main:581] : INFO : Epoch 1000 | loss: 0.0313699 | val_loss: 0.0313849 | Time: 1624.23 ms [2020-12-12 09:12:54 main:581] : INFO : Epoch 1001 | loss: 0.03137 | val_loss: 0.0313827 | Time: 1634.58 ms [2020-12-12 09:12:56 main:581] : INFO : Epoch 1002 | loss: 0.0313685 | val_loss: 0.0313903 | Time: 1619.41 ms [2020-12-12 09:12:57 main:581] : INFO : Epoch 1003 | loss: 0.0313871 | val_loss: 0.031391 | Time: 1609.91 ms [2020-12-12 09:12:59 main:581] : INFO : Epoch 1004 | loss: 0.0313717 | val_loss: 0.0313813 | Time: 1624.72 ms [2020-12-12 09:13:01 main:581] : INFO : Epoch 1005 | loss: 0.0313953 | val_loss: 0.0314415 | Time: 1625.05 ms [2020-12-12 09:13:02 main:581] : INFO : Epoch 1006 | loss: 0.0313956 | val_loss: 0.0313865 | Time: 1644.11 ms [2020-12-12 09:13:04 main:581] : INFO : Epoch 1007 | loss: 0.0313746 | val_loss: 0.0313832 | Time: 1642.69 ms [2020-12-12 09:13:05 main:581] : INFO : Epoch 1008 | loss: 0.031368 | val_loss: 0.0313835 | Time: 1669.58 ms [2020-12-12 09:13:07 main:581] : INFO : Epoch 1009 | loss: 0.0313717 | val_loss: 0.0313966 | Time: 1642.38 ms [2020-12-12 09:13:09 main:581] : INFO : Epoch 1010 | loss: 0.0313858 | val_loss: 0.0314361 | Time: 1637.08 ms [2020-12-12 09:13:10 main:581] : INFO : Epoch 1011 | loss: 0.0314054 | val_loss: 0.0314012 | Time: 1649.94 ms [2020-12-12 09:13:12 main:581] : INFO : Epoch 1012 | loss: 0.031376 | val_loss: 0.0313831 | Time: 1644.29 ms [2020-12-12 09:13:14 main:581] : INFO : Epoch 1013 | loss: 0.0313703 | val_loss: 0.0313883 | Time: 1638.84 ms [2020-12-12 09:13:15 main:581] : INFO : Epoch 1014 | loss: 0.0313692 | val_loss: 0.0313859 | Time: 1643.62 ms [2020-12-12 09:13:17 main:581] : INFO : Epoch 1015 | loss: 0.0313693 | val_loss: 0.0313911 | Time: 1639.41 ms [2020-12-12 09:13:19 main:581] : INFO : Epoch 1016 | loss: 0.0314084 | val_loss: 0.0314131 | Time: 1666.16 ms [2020-12-12 09:13:20 main:581] : INFO : Epoch 1017 | loss: 0.0314101 | val_loss: 0.031404 | Time: 1646.32 ms [2020-12-12 09:13:22 main:581] : INFO : Epoch 1018 | loss: 0.0313837 | val_loss: 0.0313955 | Time: 1653.11 ms [2020-12-12 09:13:24 main:581] : INFO : Epoch 1019 | loss: 0.0313788 | val_loss: 0.0313901 | Time: 1640.31 ms [2020-12-12 09:13:25 main:581] : INFO : Epoch 1020 | loss: 0.0313705 | val_loss: 0.0313821 | Time: 1636.34 ms [2020-12-12 09:13:27 main:581] : INFO : Epoch 1021 | loss: 0.0313733 | val_loss: 0.0313844 | Time: 1637.66 ms [2020-12-12 09:13:28 main:581] : INFO : Epoch 1022 | loss: 0.0314255 | val_loss: 0.0314 | Time: 1650.13 ms [2020-12-12 09:13:30 main:581] : INFO : Epoch 1023 | loss: 0.0314024 | val_loss: 0.0313914 | Time: 1639.63 ms [2020-12-12 09:13:32 main:581] : INFO : Epoch 1024 | loss: 0.0313792 | val_loss: 0.0314022 | Time: 1635.01 ms [2020-12-12 09:13:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0314022 [2020-12-12 09:13:32 main:610] : INFO : Saving end state to config to file [2020-12-12 09:13:32 main:615] : INFO : Success, exiting.. 09:13:32 (1593318): 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)