Task 3792815
| Name | ParityModified-1606530833-10584-13_0 |
| Workunit | 1964724 |
| Created | 23 Jan 2021, 10:58:38 UTC |
| Sent | 23 Jan 2021, 16:49:15 UTC |
| Report deadline | 30 Jan 2021, 16:49:15 UTC |
| Received | 23 Jan 2021, 17:18:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4748 |
| Run time | 29 min 6 sec |
| CPU time | 29 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,338.50 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> [2021-01-23 12:04:00 main:581] : INFO : Epoch 510 | loss: 0.0310216 | val_loss: 0.0310767 | Time: 1714.84 ms [2021-01-23 12:04:01 main:581] : INFO : Epoch 511 | loss: 0.0310307 | val_loss: 0.0310779 | Time: 1702.59 ms [2021-01-23 12:04:03 main:581] : INFO : Epoch 512 | loss: 0.0310363 | val_loss: 0.0310712 | Time: 1762.54 ms [2021-01-23 12:04:05 main:581] : INFO : Epoch 513 | loss: 0.0310321 | val_loss: 0.0310683 | Time: 1770.61 ms [2021-01-23 12:04:07 main:581] : INFO : Epoch 514 | loss: 0.0310249 | val_loss: 0.0310629 | Time: 1693.09 ms [2021-01-23 12:04:08 main:581] : INFO : Epoch 515 | loss: 0.0310285 | val_loss: 0.0310914 | Time: 1717.47 ms [2021-01-23 12:04:10 main:581] : INFO : Epoch 516 | loss: 0.0310198 | val_loss: 0.031082 | Time: 1704.29 ms [2021-01-23 12:04:12 main:581] : INFO : Epoch 517 | loss: 0.0310153 | val_loss: 0.0310808 | Time: 1691.26 ms [2021-01-23 12:04:13 main:581] : INFO : Epoch 518 | loss: 0.0310296 | val_loss: 0.0310745 | Time: 1725.8 ms [2021-01-23 12:04:15 main:581] : INFO : Epoch 519 | loss: 0.0310347 | val_loss: 0.0310709 | Time: 1726.19 ms [2021-01-23 12:04:17 main:581] : INFO : Epoch 520 | loss: 0.0310211 | val_loss: 0.0310772 | Time: 1749.05 ms [2021-01-23 12:04:19 main:581] : INFO : Epoch 521 | loss: 0.0310114 | val_loss: 0.0310749 | Time: 1738.77 ms [2021-01-23 12:04:20 main:581] : INFO : Epoch 522 | loss: 0.0310081 | val_loss: 0.03107 | Time: 1791.43 ms [2021-01-23 12:04:22 main:581] : INFO : Epoch 523 | loss: 0.0310092 | val_loss: 0.0310657 | Time: 1713.97 ms [2021-01-23 12:04:24 main:581] : INFO : Epoch 524 | loss: 0.0310086 | val_loss: 0.0310864 | Time: 1641.69 ms [2021-01-23 12:04:25 main:581] : INFO : Epoch 525 | loss: 0.0310147 | val_loss: 0.0310795 | Time: 1628.89 ms [2021-01-23 12:04:27 main:581] : INFO : Epoch 526 | loss: 0.0310067 | val_loss: 0.0310797 | Time: 1683.23 ms [2021-01-23 12:04:29 main:581] : INFO : Epoch 527 | loss: 0.0310074 | val_loss: 0.0310975 | Time: 1717.62 ms [2021-01-23 12:04:31 main:581] : INFO : Epoch 528 | loss: 0.0310119 | val_loss: 0.0310783 | Time: 1699.06 ms [2021-01-23 12:04:32 main:581] : INFO : Epoch 529 | loss: 0.0310027 | val_loss: 0.0310825 | Time: 1674.07 ms [2021-01-23 12:04:34 main:581] : INFO : Epoch 530 | loss: 0.0310037 | val_loss: 0.03109 | Time: 1623.5 ms [2021-01-23 12:04:35 main:581] : INFO : Epoch 531 | loss: 0.0310115 | val_loss: 0.0310699 | Time: 1654.9 ms [2021-01-23 12:04:37 main:581] : INFO : Epoch 532 | loss: 0.0310125 | val_loss: 0.031092 | Time: 1677.62 ms [2021-01-23 12:04:39 main:581] : INFO : Epoch 533 | loss: 0.0310032 | val_loss: 0.031077 | Time: 1660.16 ms [2021-01-23 12:04:40 main:581] : INFO : Epoch 534 | loss: 0.0310061 | val_loss: 0.0310749 | Time: 1622.03 ms [2021-01-23 12:04:42 main:581] : INFO : Epoch 535 | loss: 0.0310093 | val_loss: 0.0310743 | Time: 1622.51 ms [2021-01-23 12:04:44 main:581] : INFO : Epoch 536 | loss: 0.0310144 | val_loss: 0.0310702 | Time: 1712.05 ms [2021-01-23 12:04:45 main:581] : INFO : Epoch 537 | loss: 0.031007 | val_loss: 0.0310669 | Time: 1688.92 ms [2021-01-23 12:04:47 main:581] : INFO : Epoch 538 | loss: 0.0310148 | val_loss: 0.031071 | Time: 1705.74 ms [2021-01-23 12:04:49 main:581] : INFO : Epoch 539 | loss: 0.0310022 | val_loss: 0.0310852 | Time: 1707.3 ms [2021-01-23 12:04:51 main:581] : INFO : Epoch 540 | loss: 0.0309994 | val_loss: 0.031073 | Time: 1661.5 ms [2021-01-23 12:04:52 main:581] : INFO : Epoch 541 | loss: 0.0310084 | val_loss: 0.0310698 | Time: 1623.73 ms [2021-01-23 12:04:54 main:581] : INFO : Epoch 542 | loss: 0.0310056 | val_loss: 0.0310721 | Time: 1621.72 ms [2021-01-23 12:04:56 main:581] : INFO : Epoch 543 | loss: 0.0310073 | val_loss: 0.0310788 | Time: 1753.66 ms [2021-01-23 12:04:57 main:581] : INFO : Epoch 544 | loss: 0.0310042 | val_loss: 0.0310695 | Time: 1768.59 ms [2021-01-23 12:04:59 main:581] : INFO : Epoch 545 | loss: 0.0310223 | val_loss: 0.0310732 | Time: 1708.42 ms [2021-01-23 12:05:01 main:581] : INFO : Epoch 546 | loss: 0.0310326 | val_loss: 0.0310645 | Time: 1695.68 ms [2021-01-23 12:05:02 main:581] : INFO : Epoch 547 | loss: 0.0310253 | val_loss: 0.0310808 | Time: 1648.32 ms [2021-01-23 12:05:04 main:581] : INFO : Epoch 548 | loss: 0.0310248 | val_loss: 0.0310733 | Time: 1703.3 ms [2021-01-23 12:05:06 main:581] : INFO : Epoch 549 | loss: 0.0310291 | val_loss: 0.0310746 | Time: 1821.89 ms [2021-01-23 12:05:08 main:581] : INFO : Epoch 550 | loss: 0.0310205 | val_loss: 0.0310681 | Time: 1763.52 ms [2021-01-23 12:05:09 main:581] : INFO : Epoch 551 | loss: 0.0310199 | val_loss: 0.0310661 | Time: 1590.95 ms [2021-01-23 12:05:11 main:581] : INFO : Epoch 552 | loss: 0.031022 | val_loss: 0.0310712 | Time: 1671.64 ms [2021-01-23 12:05:13 main:581] : INFO : Epoch 553 | loss: 0.0310213 | val_loss: 0.0310813 | Time: 1683.03 ms [2021-01-23 12:05:14 main:581] : INFO : Epoch 554 | loss: 0.0310147 | val_loss: 0.0310691 | Time: 1603.25 ms [2021-01-23 12:05:16 main:581] : INFO : Epoch 555 | loss: 0.0310087 | val_loss: 0.031085 | Time: 1816.56 ms [2021-01-23 12:05:18 main:581] : INFO : Epoch 556 | loss: 0.031026 | val_loss: 0.0310775 | Time: 1694.28 ms [2021-01-23 12:05:19 main:581] : INFO : Epoch 557 | loss: 0.0310286 | val_loss: 0.0310905 | Time: 1680.16 ms [2021-01-23 12:05:21 main:581] : INFO : Epoch 558 | loss: 0.0310301 | val_loss: 0.0310704 | Time: 1682.57 ms [2021-01-23 12:05:23 main:581] : INFO : Epoch 559 | loss: 0.031025 | val_loss: 0.0310722 | Time: 1759.31 ms [2021-01-23 12:05:25 main:581] : INFO : Epoch 560 | loss: 0.03102 | val_loss: 0.0310762 | Time: 1763.96 ms [2021-01-23 12:05:26 main:581] : INFO : Epoch 561 | loss: 0.0310144 | val_loss: 0.0310743 | Time: 1661.36 ms [2021-01-23 12:05:28 main:581] : INFO : Epoch 562 | loss: 0.0310106 | val_loss: 0.0310743 | Time: 1709 ms [2021-01-23 12:05:30 main:581] : INFO : Epoch 563 | loss: 0.0310093 | val_loss: 0.0310693 | Time: 1802.76 ms [2021-01-23 12:05:31 main:581] : INFO : Epoch 564 | loss: 0.031007 | val_loss: 0.0310841 | Time: 1608.56 ms [2021-01-23 12:05:33 main:581] : INFO : Epoch 565 | loss: 0.0310097 | val_loss: 0.031097 | Time: 1691.15 ms [2021-01-23 12:05:35 main:581] : INFO : Epoch 566 | loss: 0.031016 | val_loss: 0.0310812 | Time: 1689.77 ms [2021-01-23 12:05:36 main:581] : INFO : Epoch 567 | loss: 0.0310202 | val_loss: 0.0310852 | Time: 1633.76 ms [2021-01-23 12:05:38 main:581] : INFO : Epoch 568 | loss: 0.0310233 | val_loss: 0.031084 | Time: 1673.16 ms [2021-01-23 12:05:40 main:581] : INFO : Epoch 569 | loss: 0.0310134 | val_loss: 0.0310882 | Time: 1676.64 ms [2021-01-23 12:05:42 main:581] : INFO : Epoch 570 | loss: 0.0310124 | val_loss: 0.0310721 | Time: 1795.61 ms [2021-01-23 12:05:44 main:581] : INFO : Epoch 571 | loss: 0.0310173 | val_loss: 0.0310867 | Time: 2084.26 ms [2021-01-23 12:05:45 main:581] : INFO : Epoch 572 | loss: 0.0310156 | val_loss: 0.0310841 | Time: 1658.26 ms [2021-01-23 12:05:47 main:581] : INFO : Epoch 573 | loss: 0.0310274 | val_loss: 0.0310936 | Time: 1785.07 ms [2021-01-23 12:05:49 main:581] : INFO : Epoch 574 | loss: 0.0310102 | val_loss: 0.0310867 | Time: 1651.16 ms [2021-01-23 12:05:50 main:581] : INFO : Epoch 575 | loss: 0.0310102 | val_loss: 0.0310783 | Time: 1711.7 ms [2021-01-23 12:05:52 main:581] : INFO : Epoch 576 | loss: 0.0310014 | val_loss: 0.0310788 | Time: 1618.48 ms [2021-01-23 12:05:54 main:581] : INFO : Epoch 577 | loss: 0.0310026 | val_loss: 0.0310638 | Time: 1703.3 ms [2021-01-23 12:05:55 main:581] : INFO : Epoch 578 | loss: 0.0310109 | val_loss: 0.031079 | Time: 1708.98 ms [2021-01-23 12:05:57 main:581] : INFO : Epoch 579 | loss: 0.031007 | val_loss: 0.031072 | Time: 1705.38 ms [2021-01-23 12:05:59 main:581] : INFO : Epoch 580 | loss: 0.0310188 | val_loss: 0.0310798 | Time: 1648.88 ms [2021-01-23 12:06:01 main:581] : INFO : Epoch 581 | loss: 0.0310182 | val_loss: 0.0310964 | Time: 1705.09 ms [2021-01-23 12:06:02 main:581] : INFO : Epoch 582 | loss: 0.031016 | val_loss: 0.0310721 | Time: 1741.06 ms [2021-01-23 12:06:04 main:581] : INFO : Epoch 583 | loss: 0.0310272 | val_loss: 0.031079 | Time: 1782.16 ms [2021-01-23 12:06:06 main:581] : INFO : Epoch 584 | loss: 0.0310334 | val_loss: 0.0310726 | Time: 1590.14 ms [2021-01-23 12:06:07 main:581] : INFO : Epoch 585 | loss: 0.0310196 | val_loss: 0.0310765 | Time: 1733.74 ms [2021-01-23 12:06:09 main:581] : INFO : Epoch 586 | loss: 0.031013 | val_loss: 0.0310754 | Time: 1729.43 ms [2021-01-23 12:06:11 main:581] : INFO : Epoch 587 | loss: 0.0310124 | val_loss: 0.0310704 | Time: 1763.95 ms [2021-01-23 12:06:13 main:581] : INFO : Epoch 588 | loss: 0.0310209 | val_loss: 0.031077 | Time: 1755.62 ms [2021-01-23 12:06:14 main:581] : INFO : Epoch 589 | loss: 0.0310349 | val_loss: 0.0310755 | Time: 1786.97 ms [2021-01-23 12:06:16 main:581] : INFO : Epoch 590 | loss: 0.0310302 | val_loss: 0.031071 | Time: 1636.05 ms [2021-01-23 12:06:18 main:581] : INFO : Epoch 591 | loss: 0.0310188 | val_loss: 0.031081 | Time: 1664.39 ms [2021-01-23 12:06:19 main:581] : INFO : Epoch 592 | loss: 0.031021 | val_loss: 0.0310789 | Time: 1694.09 ms [2021-01-23 12:06:21 main:581] : INFO : Epoch 593 | loss: 0.0310461 | val_loss: 0.0310829 | Time: 1672.59 ms [2021-01-23 12:06:23 main:581] : INFO : Epoch 594 | loss: 0.0310394 | val_loss: 0.0310752 | Time: 1744.9 ms [2021-01-23 12:06:25 main:581] : INFO : Epoch 595 | loss: 0.0310272 | val_loss: 0.0310669 | Time: 1719.22 ms [2021-01-23 12:06:26 main:581] : INFO : Epoch 596 | loss: 0.0310232 | val_loss: 0.0310651 | Time: 1641.94 ms [2021-01-23 12:06:28 main:581] : INFO : Epoch 597 | loss: 0.0310189 | val_loss: 0.031074 | Time: 1692.15 ms [2021-01-23 12:06:30 main:581] : INFO : Epoch 598 | loss: 0.0310194 | val_loss: 0.0310868 | Time: 1621.98 ms [2021-01-23 12:06:31 main:581] : INFO : Epoch 599 | loss: 0.0310182 | val_loss: 0.0310753 | Time: 1693.6 ms [2021-01-23 12:06:33 main:581] : INFO : Epoch 600 | loss: 0.0310137 | val_loss: 0.031084 | Time: 1722.22 ms [2021-01-23 12:06:35 main:581] : INFO : Epoch 601 | loss: 0.0310185 | val_loss: 0.0310773 | Time: 1714.06 ms [2021-01-23 12:06:36 main:581] : INFO : Epoch 602 | loss: 0.0310202 | val_loss: 0.0310858 | Time: 1627.74 ms [2021-01-23 12:06:38 main:581] : INFO : Epoch 603 | loss: 0.031018 | val_loss: 0.0310888 | Time: 1689.16 ms [2021-01-23 12:06:40 main:581] : INFO : Epoch 604 | loss: 0.0310195 | val_loss: 0.0310932 | Time: 1803.97 ms [2021-01-23 12:06:42 main:581] : INFO : Epoch 605 | loss: 0.0310135 | val_loss: 0.0310657 | Time: 1755.59 ms [2021-01-23 12:06:43 main:581] : INFO : Epoch 606 | loss: 0.031029 | val_loss: 0.0310852 | Time: 1702.25 ms [2021-01-23 12:06:45 main:581] : INFO : Epoch 607 | loss: 0.0310237 | val_loss: 0.0310698 | Time: 1663.42 ms [2021-01-23 12:06:47 main:581] : INFO : Epoch 608 | loss: 0.0310188 | val_loss: 0.0310759 | Time: 1748.58 ms [2021-01-23 12:06:48 main:581] : INFO : Epoch 609 | loss: 0.031015 | val_loss: 0.0310698 | Time: 1672.3 ms [2021-01-23 12:06:50 main:581] : INFO : Epoch 610 | loss: 0.0310136 | val_loss: 0.031082 | Time: 1693.46 ms [2021-01-23 12:06:52 main:581] : INFO : Epoch 611 | loss: 0.0310156 | val_loss: 0.0310861 | Time: 1681.01 ms [2021-01-23 12:06:53 main:581] : INFO : Epoch 612 | loss: 0.0310209 | val_loss: 0.0310726 | Time: 1632.78 ms [2021-01-23 12:06:55 main:581] : INFO : Epoch 613 | loss: 0.0310183 | val_loss: 0.0310681 | Time: 1709.93 ms [2021-01-23 12:06:57 main:581] : INFO : Epoch 614 | loss: 0.0310129 | val_loss: 0.0310858 | Time: 1770.42 ms [2021-01-23 12:06:59 main:581] : INFO : Epoch 615 | loss: 0.0310112 | val_loss: 0.0310728 | Time: 1747.17 ms [2021-01-23 12:07:00 main:581] : INFO : Epoch 616 | loss: 0.0310228 | val_loss: 0.031083 | Time: 1847.37 ms [2021-01-23 12:07:02 main:581] : INFO : Epoch 617 | loss: 0.0310146 | val_loss: 0.0310719 | Time: 1733.44 ms [2021-01-23 12:07:04 main:581] : INFO : Epoch 618 | loss: 0.0310128 | val_loss: 0.0310735 | Time: 1651.49 ms [2021-01-23 12:07:05 main:581] : INFO : Epoch 619 | loss: 0.0310075 | val_loss: 0.0310839 | Time: 1620.52 ms [2021-01-23 12:07:07 main:581] : INFO : Epoch 620 | loss: 0.0310077 | val_loss: 0.03107 | Time: 1792.65 ms [2021-01-23 12:07:09 main:581] : INFO : Epoch 621 | loss: 0.03101 | val_loss: 0.0310765 | Time: 1672.9 ms [2021-01-23 12:07:11 main:581] : INFO : Epoch 622 | loss: 0.031005 | val_loss: 0.0310789 | Time: 1650.34 ms [2021-01-23 12:07:12 main:581] : INFO : Epoch 623 | loss: 0.0310502 | val_loss: 0.0310985 | Time: 1656.61 ms [2021-01-23 12:07:14 main:581] : INFO : Epoch 624 | loss: 0.0310478 | val_loss: 0.031073 | Time: 1743.77 ms [2021-01-23 12:07:16 main:581] : INFO : Epoch 625 | loss: 0.0310315 | val_loss: 0.0310708 | Time: 1692.68 ms [2021-01-23 12:07:17 main:581] : INFO : Epoch 626 | loss: 0.0310219 | val_loss: 0.0310744 | Time: 1647.31 ms [2021-01-23 12:07:19 main:581] : INFO : Epoch 627 | loss: 0.0310141 | val_loss: 0.03107 | Time: 1620.4 ms [2021-01-23 12:07:21 main:581] : INFO : Epoch 628 | loss: 0.0310104 | val_loss: 0.0310701 | Time: 1760.07 ms [2021-01-23 12:07:22 main:581] : INFO : Epoch 629 | loss: 0.0310227 | val_loss: 0.0310837 | Time: 1686.37 ms [2021-01-23 12:07:24 main:581] : INFO : Epoch 630 | loss: 0.0310152 | val_loss: 0.031086 | Time: 1648.76 ms [2021-01-23 12:07:26 main:581] : INFO : Epoch 631 | loss: 0.0310141 | val_loss: 0.0310791 | Time: 1660.22 ms [2021-01-23 12:07:27 main:581] : INFO : Epoch 632 | loss: 0.0310108 | val_loss: 0.0310774 | Time: 1735.41 ms [2021-01-23 12:07:29 main:581] : INFO : Epoch 633 | loss: 0.0310048 | val_loss: 0.031086 | Time: 1661.29 ms [2021-01-23 12:07:31 main:581] : INFO : Epoch 634 | loss: 0.0310011 | val_loss: 0.0310742 | Time: 1687.82 ms [2021-01-23 12:07:32 main:581] : INFO : Epoch 635 | loss: 0.031004 | val_loss: 0.0310702 | Time: 1679.9 ms [2021-01-23 12:07:34 main:581] : INFO : Epoch 636 | loss: 0.031008 | val_loss: 0.0310755 | Time: 1709.22 ms [2021-01-23 12:07:36 main:581] : INFO : Epoch 637 | loss: 0.0310039 | val_loss: 0.0310675 | Time: 1667.58 ms [2021-01-23 12:07:37 main:581] : INFO : Epoch 638 | loss: 0.0310242 | val_loss: 0.0311019 | Time: 1708.15 ms [2021-01-23 12:07:39 main:581] : INFO : Epoch 639 | loss: 0.0310156 | val_loss: 0.0310977 | Time: 1607.47 ms [2021-01-23 12:07:41 main:581] : INFO : Epoch 640 | loss: 0.0310144 | val_loss: 0.0310674 | Time: 1700.72 ms [2021-01-23 12:07:42 main:581] : INFO : Epoch 641 | loss: 0.0310114 | val_loss: 0.0310731 | Time: 1676.22 ms [2021-01-23 12:07:44 main:581] : INFO : Epoch 642 | loss: 0.0310066 | val_loss: 0.0310839 | Time: 1771.96 ms [2021-01-23 12:07:46 main:581] : INFO : Epoch 643 | loss: 0.0310041 | val_loss: 0.0310844 | Time: 1690.34 ms [2021-01-23 12:07:48 main:581] : INFO : Epoch 644 | loss: 0.0309997 | val_loss: 0.0310783 | Time: 1713.96 ms [2021-01-23 12:07:49 main:581] : INFO : Epoch 645 | loss: 0.0309996 | val_loss: 0.0310917 | Time: 1724.5 ms [2021-01-23 12:07:51 main:581] : INFO : Epoch 646 | loss: 0.0310011 | val_loss: 0.0310845 | Time: 1751.64 ms [2021-01-23 12:07:53 main:581] : INFO : Epoch 647 | loss: 0.0310047 | val_loss: 0.0310805 | Time: 1607.84 ms [2021-01-23 12:07:55 main:581] : INFO : Epoch 648 | loss: 0.0310089 | val_loss: 0.0310713 | Time: 1783.58 ms [2021-01-23 12:07:56 main:581] : INFO : Epoch 649 | loss: 0.0310093 | val_loss: 0.0310965 | Time: 1721.63 ms [2021-01-23 12:07:58 main:581] : INFO : Epoch 650 | loss: 0.0310108 | val_loss: 0.0310694 | Time: 1742.09 ms [2021-01-23 12:08:00 main:581] : INFO : Epoch 651 | loss: 0.0310168 | val_loss: 0.031083 | Time: 1659.54 ms [2021-01-23 12:08:01 main:581] : INFO : Epoch 652 | loss: 0.0310184 | val_loss: 0.0310703 | Time: 1722.47 ms [2021-01-23 12:08:03 main:581] : INFO : Epoch 653 | loss: 0.031025 | val_loss: 0.0310892 | Time: 1756.47 ms [2021-01-23 12:08:05 main:581] : INFO : Epoch 654 | loss: 0.0310255 | val_loss: 0.0310706 | Time: 1658.32 ms [2021-01-23 12:08:07 main:581] : INFO : Epoch 655 | loss: 0.0310262 | val_loss: 0.0310781 | Time: 1779.42 ms [2021-01-23 12:08:08 main:581] : INFO : Epoch 656 | loss: 0.031035 | val_loss: 0.031078 | Time: 1778.21 ms [2021-01-23 12:08:10 main:581] : INFO : Epoch 657 | loss: 0.0310537 | val_loss: 0.03107 | Time: 1852.96 ms [2021-01-23 12:08:12 main:581] : INFO : Epoch 658 | loss: 0.0310372 | val_loss: 0.0310763 | Time: 1685.27 ms [2021-01-23 12:08:14 main:581] : INFO : Epoch 659 | loss: 0.0310265 | val_loss: 0.0310698 | Time: 1716.94 ms [2021-01-23 12:08:15 main:581] : INFO : Epoch 660 | loss: 0.0310321 | val_loss: 0.0310859 | Time: 1648.56 ms [2021-01-23 12:08:17 main:581] : INFO : Epoch 661 | loss: 0.031027 | val_loss: 0.0310817 | Time: 1619.92 ms [2021-01-23 12:08:19 main:581] : INFO : Epoch 662 | loss: 0.0310292 | val_loss: 0.0310812 | Time: 1655.75 ms [2021-01-23 12:08:20 main:581] : INFO : Epoch 663 | loss: 0.0310192 | val_loss: 0.0310787 | Time: 1707.19 ms [2021-01-23 12:08:22 main:581] : INFO : Epoch 664 | loss: 0.0310194 | val_loss: 0.0310737 | Time: 1723.88 ms [2021-01-23 12:08:24 main:581] : INFO : Epoch 665 | loss: 0.0310203 | val_loss: 0.0310763 | Time: 1696.38 ms [2021-01-23 12:08:25 main:581] : INFO : Epoch 666 | loss: 0.0310197 | val_loss: 0.0310771 | Time: 1769.37 ms [2021-01-23 12:08:27 main:581] : INFO : Epoch 667 | loss: 0.0310192 | val_loss: 0.0310672 | Time: 1680.22 ms [2021-01-23 12:08:29 main:581] : INFO : Epoch 668 | loss: 0.0310164 | val_loss: 0.0310646 | Time: 1713.68 ms [2021-01-23 12:08:31 main:581] : INFO : Epoch 669 | loss: 0.0310097 | val_loss: 0.0310697 | Time: 1912.17 ms [2021-01-23 12:08:32 main:581] : INFO : Epoch 670 | loss: 0.0310107 | val_loss: 0.0310723 | Time: 1717.92 ms [2021-01-23 12:08:34 main:581] : INFO : Epoch 671 | loss: 0.0310314 | val_loss: 0.0310769 | Time: 1913.29 ms [2021-01-23 12:08:36 main:581] : INFO : Epoch 672 | loss: 0.0310267 | val_loss: 0.0310864 | Time: 1680.7 ms [2021-01-23 12:08:38 main:581] : INFO : Epoch 673 | loss: 0.0310224 | val_loss: 0.0310795 | Time: 1610.39 ms [2021-01-23 12:08:39 main:581] : INFO : Epoch 674 | loss: 0.0310195 | val_loss: 0.0310788 | Time: 1619.86 ms [2021-01-23 12:08:41 main:581] : INFO : Epoch 675 | loss: 0.0310117 | val_loss: 0.0310752 | Time: 1678.07 ms [2021-01-23 12:08:43 main:581] : INFO : Epoch 676 | loss: 0.0310429 | val_loss: 0.0310861 | Time: 1662.5 ms [2021-01-23 12:08:44 main:581] : INFO : Epoch 677 | loss: 0.0310572 | val_loss: 0.0310776 | Time: 1667.42 ms [2021-01-23 12:08:46 main:581] : INFO : Epoch 678 | loss: 0.031044 | val_loss: 0.031078 | Time: 1774.68 ms [2021-01-23 12:08:48 main:581] : INFO : Epoch 679 | loss: 0.0310354 | val_loss: 0.0310706 | Time: 1670.4 ms [2021-01-23 12:08:49 main:581] : INFO : Epoch 680 | loss: 0.0310354 | val_loss: 0.031077 | Time: 1663 ms [2021-01-23 12:08:51 main:581] : INFO : Epoch 681 | loss: 0.0310334 | val_loss: 0.0310826 | Time: 1753.08 ms [2021-01-23 12:08:53 main:581] : INFO : Epoch 682 | loss: 0.031022 | val_loss: 0.0310689 | Time: 1790.3 ms [2021-01-23 12:08:55 main:581] : INFO : Epoch 683 | loss: 0.0310169 | val_loss: 0.0310751 | Time: 1680.68 ms [2021-01-23 12:08:56 main:581] : INFO : Epoch 684 | loss: 0.031018 | val_loss: 0.0310703 | Time: 1769.87 ms [2021-01-23 12:08:58 main:581] : INFO : Epoch 685 | loss: 0.0310147 | val_loss: 0.0310706 | Time: 1743.85 ms [2021-01-23 12:09:00 main:581] : INFO : Epoch 686 | loss: 0.0310159 | val_loss: 0.0310722 | Time: 1655.64 ms [2021-01-23 12:09:02 main:581] : INFO : Epoch 687 | loss: 0.031024 | val_loss: 0.0310734 | Time: 1757.87 ms [2021-01-23 12:09:03 main:581] : INFO : Epoch 688 | loss: 0.0310246 | val_loss: 0.0310799 | Time: 1734.13 ms [2021-01-23 12:09:05 main:581] : INFO : Epoch 689 | loss: 0.0310212 | val_loss: 0.0310844 | Time: 1753.74 ms [2021-01-23 12:09:07 main:581] : INFO : Epoch 690 | loss: 0.0310289 | val_loss: 0.031083 | Time: 1815.88 ms [2021-01-23 12:09:09 main:581] : INFO : Epoch 691 | loss: 0.0310277 | val_loss: 0.0310775 | Time: 1791 ms [2021-01-23 12:09:10 main:581] : INFO : Epoch 692 | loss: 0.0310222 | val_loss: 0.0310741 | Time: 1784.67 ms [2021-01-23 12:09:12 main:581] : INFO : Epoch 693 | loss: 0.031013 | val_loss: 0.031072 | Time: 1646.32 ms [2021-01-23 12:09:14 main:581] : INFO : Epoch 694 | loss: 0.0310114 | val_loss: 0.0310656 | Time: 1663.17 ms [2021-01-23 12:09:15 main:581] : INFO : Epoch 695 | loss: 0.0310188 | val_loss: 0.0310712 | Time: 1688.06 ms [2021-01-23 12:09:17 main:581] : INFO : Epoch 696 | loss: 0.0310185 | val_loss: 0.0310633 | Time: 1725.62 ms [2021-01-23 12:09:19 main:581] : INFO : Epoch 697 | loss: 0.0310069 | val_loss: 0.0310755 | Time: 1620.77 ms [2021-01-23 12:09:20 main:581] : INFO : Epoch 698 | loss: 0.0310075 | val_loss: 0.0310724 | Time: 1633.59 ms [2021-01-23 12:09:22 main:581] : INFO : Epoch 699 | loss: 0.0310048 | val_loss: 0.031074 | Time: 1689.08 ms [2021-01-23 12:09:24 main:581] : INFO : Epoch 700 | loss: 0.0310032 | val_loss: 0.0310796 | Time: 1672.59 ms [2021-01-23 12:09:25 main:581] : INFO : Epoch 701 | loss: 0.0310096 | val_loss: 0.0310658 | Time: 1705.61 ms [2021-01-23 12:09:27 main:581] : INFO : Epoch 702 | loss: 0.0310003 | val_loss: 0.0310722 | Time: 1759.75 ms [2021-01-23 12:09:29 main:581] : INFO : Epoch 703 | loss: 0.0309982 | val_loss: 0.0310644 | Time: 1675.69 ms [2021-01-23 12:09:31 main:581] : INFO : Epoch 704 | loss: 0.0310026 | val_loss: 0.0310742 | Time: 1659.86 ms [2021-01-23 12:09:32 main:581] : INFO : Epoch 705 | loss: 0.0310022 | val_loss: 0.0310652 | Time: 1691.87 ms [2021-01-23 12:09:34 main:581] : INFO : Epoch 706 | loss: 0.0310032 | val_loss: 0.0310907 | Time: 1836.03 ms [2021-01-23 12:09:36 main:581] : INFO : Epoch 707 | loss: 0.0310386 | val_loss: 0.0310833 | Time: 1737.75 ms [2021-01-23 12:09:38 main:581] : INFO : Epoch 708 | loss: 0.0310413 | val_loss: 0.0310732 | Time: 1701.51 ms [2021-01-23 12:09:39 main:581] : INFO : Epoch 709 | loss: 0.031025 | val_loss: 0.0310919 | Time: 1771.5 ms [2021-01-23 12:09:41 main:581] : INFO : Epoch 710 | loss: 0.0310246 | val_loss: 0.0310741 | Time: 1678.58 ms [2021-01-23 12:09:43 main:581] : INFO : Epoch 711 | loss: 0.0310176 | val_loss: 0.0310808 | Time: 1671.74 ms [2021-01-23 12:09:44 main:581] : INFO : Epoch 712 | loss: 0.0310221 | val_loss: 0.0310711 | Time: 1703.03 ms [2021-01-23 12:09:46 main:581] : INFO : Epoch 713 | loss: 0.0310138 | val_loss: 0.0310771 | Time: 1623.4 ms [2021-01-23 12:09:48 main:581] : INFO : Epoch 714 | loss: 0.031006 | val_loss: 0.0310814 | Time: 1771.25 ms [2021-01-23 12:09:49 main:581] : INFO : Epoch 715 | loss: 0.0310116 | val_loss: 0.0310738 | Time: 1690.36 ms [2021-01-23 12:09:51 main:581] : INFO : Epoch 716 | loss: 0.0310438 | val_loss: 0.031085 | Time: 1746.41 ms [2021-01-23 12:09:53 main:581] : INFO : Epoch 717 | loss: 0.0310459 | val_loss: 0.0310713 | Time: 1778.78 ms [2021-01-23 12:09:55 main:581] : INFO : Epoch 718 | loss: 0.0310415 | val_loss: 0.0310838 | Time: 1632.81 ms [2021-01-23 12:09:56 main:581] : INFO : Epoch 719 | loss: 0.0310522 | val_loss: 0.0310905 | Time: 1646.36 ms [2021-01-23 12:09:58 main:581] : INFO : Epoch 720 | loss: 0.0310388 | val_loss: 0.0310663 | Time: 1631.24 ms [2021-01-23 12:10:00 main:581] : INFO : Epoch 721 | loss: 0.0310248 | val_loss: 0.0310689 | Time: 1685.09 ms [2021-01-23 12:10:01 main:581] : INFO : Epoch 722 | loss: 0.0310193 | val_loss: 0.0310797 | Time: 1750.12 ms [2021-01-23 12:10:03 main:581] : INFO : Epoch 723 | loss: 0.0310208 | val_loss: 0.0310734 | Time: 1694.48 ms [2021-01-23 12:10:05 main:581] : INFO : Epoch 724 | loss: 0.0310186 | val_loss: 0.0310609 | Time: 1679.71 ms [2021-01-23 12:10:06 main:581] : INFO : Epoch 725 | loss: 0.0310117 | val_loss: 0.0310645 | Time: 1673.84 ms [2021-01-23 12:10:08 main:581] : INFO : Epoch 726 | loss: 0.0310121 | val_loss: 0.0310617 | Time: 1751.55 ms [2021-01-23 12:10:10 main:581] : INFO : Epoch 727 | loss: 0.0310112 | val_loss: 0.0310624 | Time: 1693.2 ms [2021-01-23 12:10:11 main:581] : INFO : Epoch 728 | loss: 0.0310082 | val_loss: 0.0310638 | Time: 1635.87 ms [2021-01-23 12:10:13 main:581] : INFO : Epoch 729 | loss: 0.0310104 | val_loss: 0.0310618 | Time: 1619.8 ms [2021-01-23 12:10:15 main:581] : INFO : Epoch 730 | loss: 0.0310056 | val_loss: 0.0310672 | Time: 1673.95 ms [2021-01-23 12:10:16 main:581] : INFO : Epoch 731 | loss: 0.0310037 | val_loss: 0.0310623 | Time: 1761.57 ms [2021-01-23 12:10:18 main:581] : INFO : Epoch 732 | loss: 0.0310133 | val_loss: 0.0310561 | Time: 1710.63 ms [2021-01-23 12:10:20 main:581] : INFO : Epoch 733 | loss: 0.0310102 | val_loss: 0.0310541 | Time: 1690.2 ms [2021-01-23 12:10:22 main:581] : INFO : Epoch 734 | loss: 0.0310085 | val_loss: 0.0310613 | Time: 1658.79 ms [2021-01-23 12:10:23 main:581] : INFO : Epoch 735 | loss: 0.0309997 | val_loss: 0.0310705 | Time: 1774.84 ms [2021-01-23 12:10:25 main:581] : INFO : Epoch 736 | loss: 0.0309979 | val_loss: 0.031062 | Time: 1850.25 ms [2021-01-23 12:10:27 main:581] : INFO : Epoch 737 | loss: 0.0309964 | val_loss: 0.0310689 | Time: 1661.59 ms [2021-01-23 12:10:28 main:581] : INFO : Epoch 738 | loss: 0.0309979 | val_loss: 0.0310709 | Time: 1618.02 ms [2021-01-23 12:10:30 main:581] : INFO : Epoch 739 | loss: 0.0310026 | val_loss: 0.0310602 | Time: 1687.1 ms [2021-01-23 12:10:32 main:581] : INFO : Epoch 740 | loss: 0.0310029 | val_loss: 0.0310711 | Time: 1677.09 ms [2021-01-23 12:10:33 main:581] : INFO : Epoch 741 | loss: 0.0310135 | val_loss: 0.0310632 | Time: 1604.04 ms [2021-01-23 12:10:35 main:581] : INFO : Epoch 742 | loss: 0.0310234 | val_loss: 0.0310738 | Time: 1784.22 ms [2021-01-23 12:10:37 main:581] : INFO : Epoch 743 | loss: 0.0310114 | val_loss: 0.0310687 | Time: 1698.38 ms [2021-01-23 12:10:39 main:581] : INFO : Epoch 744 | loss: 0.0310033 | val_loss: 0.031071 | Time: 1730.05 ms [2021-01-23 12:10:40 main:581] : INFO : Epoch 745 | loss: 0.0310075 | val_loss: 0.0310589 | Time: 1603.82 ms [2021-01-23 12:10:42 main:581] : INFO : Epoch 746 | loss: 0.0310059 | val_loss: 0.031065 | Time: 1639.19 ms [2021-01-23 12:10:44 main:581] : INFO : Epoch 747 | loss: 0.0310182 | val_loss: 0.0310769 | Time: 1697.47 ms [2021-01-23 12:10:45 main:581] : INFO : Epoch 748 | loss: 0.0310173 | val_loss: 0.0310689 | Time: 1740.36 ms [2021-01-23 12:10:47 main:581] : INFO : Epoch 749 | loss: 0.0310097 | val_loss: 0.0310724 | Time: 1665.46 ms [2021-01-23 12:10:49 main:581] : INFO : Epoch 750 | loss: 0.031012 | val_loss: 0.0311113 | Time: 1717.32 ms [2021-01-23 12:10:50 main:581] : INFO : Epoch 751 | loss: 0.0311597 | val_loss: 0.031173 | Time: 1662.12 ms [2021-01-23 12:10:52 main:581] : INFO : Epoch 752 | loss: 0.031159 | val_loss: 0.0311525 | Time: 1611.69 ms [2021-01-23 12:10:54 main:581] : INFO : Epoch 753 | loss: 0.0311383 | val_loss: 0.0311297 | Time: 1758.82 ms [2021-01-23 12:10:55 main:581] : INFO : Epoch 754 | loss: 0.0311221 | val_loss: 0.0311149 | Time: 1703.49 ms [2021-01-23 12:10:57 main:581] : INFO : Epoch 755 | loss: 0.0310985 | val_loss: 0.0310976 | Time: 1730.6 ms [2021-01-23 12:10:59 main:581] : INFO : Epoch 756 | loss: 0.031084 | val_loss: 0.0310921 | Time: 1757.95 ms [2021-01-23 12:11:01 main:581] : INFO : Epoch 757 | loss: 0.0310743 | val_loss: 0.03109 | Time: 1704.87 ms [2021-01-23 12:11:02 main:581] : INFO : Epoch 758 | loss: 0.0310712 | val_loss: 0.0310931 | Time: 1699.17 ms [2021-01-23 12:11:04 main:581] : INFO : Epoch 759 | loss: 0.0310759 | val_loss: 0.0310889 | Time: 1710.8 ms [2021-01-23 12:11:06 main:581] : INFO : Epoch 760 | loss: 0.0310691 | val_loss: 0.0310805 | Time: 1683.68 ms [2021-01-23 12:11:07 main:581] : INFO : Epoch 761 | loss: 0.0310627 | val_loss: 0.0310802 | Time: 1650.84 ms [2021-01-23 12:11:09 main:581] : INFO : Epoch 762 | loss: 0.0310564 | val_loss: 0.0310839 | Time: 1724.89 ms [2021-01-23 12:11:11 main:581] : INFO : Epoch 763 | loss: 0.0310579 | val_loss: 0.0310864 | Time: 1694.33 ms [2021-01-23 12:11:12 main:581] : INFO : Epoch 764 | loss: 0.0310552 | val_loss: 0.0310839 | Time: 1630.44 ms [2021-01-23 12:11:14 main:581] : INFO : Epoch 765 | loss: 0.031052 | val_loss: 0.0310807 | Time: 1720.08 ms [2021-01-23 12:11:16 main:581] : INFO : Epoch 766 | loss: 0.0310504 | val_loss: 0.0310822 | Time: 1704.4 ms [2021-01-23 12:11:18 main:581] : INFO : Epoch 767 | loss: 0.0310484 | val_loss: 0.031075 | Time: 1646.81 ms [2021-01-23 12:11:19 main:581] : INFO : Epoch 768 | loss: 0.0310432 | val_loss: 0.0310726 | Time: 1653.39 ms [2021-01-23 12:11:21 main:581] : INFO : Epoch 769 | loss: 0.0310481 | val_loss: 0.0310718 | Time: 1756.46 ms [2021-01-23 12:11:23 main:581] : INFO : Epoch 770 | loss: 0.0310455 | val_loss: 0.0310811 | Time: 1699.86 ms [2021-01-23 12:11:24 main:581] : INFO : Epoch 771 | loss: 0.0310368 | val_loss: 0.0310664 | Time: 1610.11 ms [2021-01-23 12:11:26 main:581] : INFO : Epoch 772 | loss: 0.0310313 | val_loss: 0.0310671 | Time: 1641.87 ms [2021-01-23 12:11:28 main:581] : INFO : Epoch 773 | loss: 0.0310282 | val_loss: 0.0310636 | Time: 1666.7 ms [2021-01-23 12:11:29 main:581] : INFO : Epoch 774 | loss: 0.0310269 | val_loss: 0.031065 | Time: 1805.19 ms [2021-01-23 12:11:31 main:581] : INFO : Epoch 775 | loss: 0.0310268 | val_loss: 0.0310844 | Time: 1751.42 ms [2021-01-23 12:11:33 main:581] : INFO : Epoch 776 | loss: 0.0310275 | val_loss: 0.0310621 | Time: 1722.69 ms [2021-01-23 12:11:35 main:581] : INFO : Epoch 777 | loss: 0.0310232 | val_loss: 0.0310736 | Time: 1738.44 ms [2021-01-23 12:11:36 main:581] : INFO : Epoch 778 | loss: 0.0310331 | val_loss: 0.0310677 | Time: 1669.64 ms [2021-01-23 12:11:38 main:581] : INFO : Epoch 779 | loss: 0.0310302 | val_loss: 0.0310698 | Time: 1772.88 ms [2021-01-23 12:11:40 main:581] : INFO : Epoch 780 | loss: 0.031022 | val_loss: 0.0310711 | Time: 1654.12 ms [2021-01-23 12:11:41 main:581] : INFO : Epoch 781 | loss: 0.0310179 | val_loss: 0.0310699 | Time: 1692.45 ms [2021-01-23 12:11:43 main:581] : INFO : Epoch 782 | loss: 0.0310168 | val_loss: 0.031069 | Time: 1809.89 ms [2021-01-23 12:11:45 main:581] : INFO : Epoch 783 | loss: 0.0310174 | val_loss: 0.0310691 | Time: 1687.49 ms [2021-01-23 12:11:46 main:581] : INFO : Epoch 784 | loss: 0.0310157 | val_loss: 0.0310617 | Time: 1584.87 ms [2021-01-23 12:11:48 main:581] : INFO : Epoch 785 | loss: 0.031014 | val_loss: 0.0310837 | Time: 1670.99 ms [2021-01-23 12:11:50 main:581] : INFO : Epoch 786 | loss: 0.0310134 | val_loss: 0.0310722 | Time: 1717.82 ms [2021-01-23 12:11:51 main:581] : INFO : Epoch 787 | loss: 0.0310121 | val_loss: 0.0310709 | Time: 1674.45 ms [2021-01-23 12:11:53 main:581] : INFO : Epoch 788 | loss: 0.0310119 | val_loss: 0.0310679 | Time: 1792.05 ms [2021-01-23 12:11:55 main:581] : INFO : Epoch 789 | loss: 0.0310062 | val_loss: 0.0310644 | Time: 1645.88 ms [2021-01-23 12:11:57 main:581] : INFO : Epoch 790 | loss: 0.031007 | val_loss: 0.0310747 | Time: 1662.03 ms [2021-01-23 12:11:58 main:581] : INFO : Epoch 791 | loss: 0.0310515 | val_loss: 0.0310776 | Time: 1728.86 ms [2021-01-23 12:12:00 main:581] : INFO : Epoch 792 | loss: 0.0310451 | val_loss: 0.0310829 | Time: 1684.8 ms [2021-01-23 12:12:02 main:581] : INFO : Epoch 793 | loss: 0.0310371 | val_loss: 0.0310712 | Time: 1782.96 ms [2021-01-23 12:12:03 main:581] : INFO : Epoch 794 | loss: 0.0310339 | val_loss: 0.0310755 | Time: 1607.79 ms [2021-01-23 12:12:05 main:581] : INFO : Epoch 795 | loss: 0.0310265 | val_loss: 0.0310828 | Time: 1715.01 ms [2021-01-23 12:12:07 main:581] : INFO : Epoch 796 | loss: 0.031023 | val_loss: 0.0310838 | Time: 1650.85 ms [2021-01-23 12:12:08 main:581] : INFO : Epoch 797 | loss: 0.0310201 | val_loss: 0.0310848 | Time: 1633.2 ms [2021-01-23 12:12:10 main:581] : INFO : Epoch 798 | loss: 0.0310144 | val_loss: 0.0310666 | Time: 1644.02 ms [2021-01-23 12:12:12 main:581] : INFO : Epoch 799 | loss: 0.031018 | val_loss: 0.031073 | Time: 1742.19 ms [2021-01-23 12:12:13 main:581] : INFO : Epoch 800 | loss: 0.0310229 | val_loss: 0.0310778 | Time: 1670.27 ms [2021-01-23 12:12:15 main:581] : INFO : Epoch 801 | loss: 0.0310224 | val_loss: 0.0310682 | Time: 1721.01 ms [2021-01-23 12:12:17 main:581] : INFO : Epoch 802 | loss: 0.0310224 | val_loss: 0.0310798 | Time: 1755.03 ms [2021-01-23 12:12:19 main:581] : INFO : Epoch 803 | loss: 0.0310189 | val_loss: 0.0310591 | Time: 1671.05 ms [2021-01-23 12:12:20 main:581] : INFO : Epoch 804 | loss: 0.0310141 | val_loss: 0.0310654 | Time: 1641.85 ms [2021-01-23 12:12:22 main:581] : INFO : Epoch 805 | loss: 0.0310108 | val_loss: 0.0310803 | Time: 1706.6 ms [2021-01-23 12:12:24 main:581] : INFO : Epoch 806 | loss: 0.0310121 | val_loss: 0.0310681 | Time: 1692.16 ms [2021-01-23 12:12:25 main:581] : INFO : Epoch 807 | loss: 0.031013 | val_loss: 0.0310664 | Time: 1701.09 ms [2021-01-23 12:12:27 main:581] : INFO : Epoch 808 | loss: 0.0310139 | val_loss: 0.0310669 | Time: 1692.21 ms [2021-01-23 12:12:29 main:581] : INFO : Epoch 809 | loss: 0.0310072 | val_loss: 0.0310777 | Time: 1734.64 ms [2021-01-23 12:12:30 main:581] : INFO : Epoch 810 | loss: 0.0310152 | val_loss: 0.0310732 | Time: 1668.96 ms [2021-01-23 12:12:32 main:581] : INFO : Epoch 811 | loss: 0.0310295 | val_loss: 0.0310708 | Time: 1751.93 ms [2021-01-23 12:12:34 main:581] : INFO : Epoch 812 | loss: 0.0310201 | val_loss: 0.0310699 | Time: 1727.43 ms [2021-01-23 12:12:36 main:581] : INFO : Epoch 813 | loss: 0.0310118 | val_loss: 0.0310662 | Time: 1773.43 ms [2021-01-23 12:12:37 main:581] : INFO : Epoch 814 | loss: 0.0310093 | val_loss: 0.0310615 | Time: 1709.7 ms [2021-01-23 12:12:39 main:581] : INFO : Epoch 815 | loss: 0.0310068 | val_loss: 0.0310641 | Time: 1791.75 ms [2021-01-23 12:12:41 main:581] : INFO : Epoch 816 | loss: 0.0310061 | val_loss: 0.0310696 | Time: 1719.3 ms [2021-01-23 12:12:43 main:581] : INFO : Epoch 817 | loss: 0.0310116 | val_loss: 0.0310588 | Time: 1711.55 ms [2021-01-23 12:12:44 main:581] : INFO : Epoch 818 | loss: 0.0310059 | val_loss: 0.0310673 | Time: 1697.3 ms [2021-01-23 12:12:46 main:581] : INFO : Epoch 819 | loss: 0.0310031 | val_loss: 0.0310653 | Time: 1675.75 ms [2021-01-23 12:12:48 main:581] : INFO : Epoch 820 | loss: 0.0309991 | val_loss: 0.031059 | Time: 1690.52 ms [2021-01-23 12:12:49 main:581] : INFO : Epoch 821 | loss: 0.0310034 | val_loss: 0.0310765 | Time: 1732.94 ms [2021-01-23 12:12:51 main:581] : INFO : Epoch 822 | loss: 0.0310033 | val_loss: 0.0310727 | Time: 1703.77 ms [2021-01-23 12:12:53 main:581] : INFO : Epoch 823 | loss: 0.0310046 | val_loss: 0.0310698 | Time: 1723.91 ms [2021-01-23 12:12:55 main:581] : INFO : Epoch 824 | loss: 0.0310044 | val_loss: 0.0310751 | Time: 1661.4 ms [2021-01-23 12:12:56 main:581] : INFO : Epoch 825 | loss: 0.0310022 | val_loss: 0.0310769 | Time: 1726.13 ms [2021-01-23 12:12:58 main:581] : INFO : Epoch 826 | loss: 0.0310091 | val_loss: 0.0310652 | Time: 1636.68 ms [2021-01-23 12:13:00 main:581] : INFO : Epoch 827 | loss: 0.0310173 | val_loss: 0.0310643 | Time: 1745.13 ms [2021-01-23 12:13:01 main:581] : INFO : Epoch 828 | loss: 0.0310261 | val_loss: 0.0310626 | Time: 1735.05 ms [2021-01-23 12:13:03 main:581] : INFO : Epoch 829 | loss: 0.0310189 | val_loss: 0.0310608 | Time: 1716.69 ms [2021-01-23 12:13:05 main:581] : INFO : Epoch 830 | loss: 0.0310176 | val_loss: 0.0310624 | Time: 1732.9 ms [2021-01-23 12:13:07 main:581] : INFO : Epoch 831 | loss: 0.0310186 | val_loss: 0.0310722 | Time: 1783.86 ms [2021-01-23 12:13:08 main:581] : INFO : Epoch 832 | loss: 0.0310348 | val_loss: 0.0310791 | Time: 1690.02 ms [2021-01-23 12:13:10 main:581] : INFO : Epoch 833 | loss: 0.0310382 | val_loss: 0.0310703 | Time: 1701.05 ms [2021-01-23 12:13:12 main:581] : INFO : Epoch 834 | loss: 0.03103 | val_loss: 0.0310741 | Time: 1662.44 ms [2021-01-23 12:13:13 main:581] : INFO : Epoch 835 | loss: 0.0310291 | val_loss: 0.0310763 | Time: 1677.59 ms [2021-01-23 12:13:15 main:581] : INFO : Epoch 836 | loss: 0.031019 | val_loss: 0.0310632 | Time: 1808.12 ms [2021-01-23 12:13:17 main:581] : INFO : Epoch 837 | loss: 0.0310134 | val_loss: 0.0310617 | Time: 1634.42 ms [2021-01-23 12:13:18 main:581] : INFO : Epoch 838 | loss: 0.0310085 | val_loss: 0.0310618 | Time: 1672.32 ms [2021-01-23 12:13:20 main:581] : INFO : Epoch 839 | loss: 0.0310096 | val_loss: 0.0310782 | Time: 1690.7 ms [2021-01-23 12:13:22 main:581] : INFO : Epoch 840 | loss: 0.0310515 | val_loss: 0.0310903 | Time: 1722.45 ms [2021-01-23 12:13:24 main:581] : INFO : Epoch 841 | loss: 0.0310541 | val_loss: 0.0310665 | Time: 1696.82 ms [2021-01-23 12:13:25 main:581] : INFO : Epoch 842 | loss: 0.0310348 | val_loss: 0.0310678 | Time: 1651.84 ms [2021-01-23 12:13:27 main:581] : INFO : Epoch 843 | loss: 0.0310251 | val_loss: 0.0310594 | Time: 1622 ms [2021-01-23 12:13:29 main:581] : INFO : Epoch 844 | loss: 0.0310246 | val_loss: 0.0310627 | Time: 1728.48 ms [2021-01-23 12:13:30 main:581] : INFO : Epoch 845 | loss: 0.031035 | val_loss: 0.0310769 | Time: 1755.03 ms [2021-01-23 12:13:32 main:581] : INFO : Epoch 846 | loss: 0.0310316 | val_loss: 0.0310722 | Time: 1761.04 ms [2021-01-23 12:13:34 main:581] : INFO : Epoch 847 | loss: 0.0310275 | val_loss: 0.0310622 | Time: 1694.28 ms [2021-01-23 12:13:35 main:581] : INFO : Epoch 848 | loss: 0.0310208 | val_loss: 0.0310752 | Time: 1730.45 ms [2021-01-23 12:13:37 main:581] : INFO : Epoch 849 | loss: 0.0310251 | val_loss: 0.0310601 | Time: 1762.77 ms [2021-01-23 12:13:39 main:581] : INFO : Epoch 850 | loss: 0.0310193 | val_loss: 0.0310556 | Time: 1708.74 ms [2021-01-23 12:13:41 main:581] : INFO : Epoch 851 | loss: 0.0310105 | val_loss: 0.0310713 | Time: 1758.4 ms [2021-01-23 12:13:42 main:581] : INFO : Epoch 852 | loss: 0.0310136 | val_loss: 0.0310556 | Time: 1732.01 ms [2021-01-23 12:13:44 main:581] : INFO : Epoch 853 | loss: 0.0310087 | val_loss: 0.0310646 | Time: 1756.04 ms [2021-01-23 12:13:46 main:581] : INFO : Epoch 854 | loss: 0.0310059 | val_loss: 0.0310663 | Time: 1735.31 ms [2021-01-23 12:13:48 main:581] : INFO : Epoch 855 | loss: 0.0310037 | val_loss: 0.031064 | Time: 1715.02 ms [2021-01-23 12:13:49 main:581] : INFO : Epoch 856 | loss: 0.0310026 | val_loss: 0.031072 | Time: 1676.12 ms [2021-01-23 12:13:51 main:581] : INFO : Epoch 857 | loss: 0.0310072 | val_loss: 0.0310573 | Time: 1665.26 ms [2021-01-23 12:13:53 main:581] : INFO : Epoch 858 | loss: 0.0310101 | val_loss: 0.0310607 | Time: 1641.5 ms [2021-01-23 12:13:54 main:581] : INFO : Epoch 859 | loss: 0.0310318 | val_loss: 0.031209 | Time: 1738.1 ms [2021-01-23 12:13:56 main:581] : INFO : Epoch 860 | loss: 0.0338867 | val_loss: 0.031827 | Time: 1694.87 ms [2021-01-23 12:13:58 main:581] : INFO : Epoch 861 | loss: 0.0330415 | val_loss: 0.0319406 | Time: 1704.9 ms [2021-01-23 12:13:59 main:581] : INFO : Epoch 862 | loss: 0.0317261 | val_loss: 0.0313858 | Time: 1655.74 ms [2021-01-23 12:14:01 main:581] : INFO : Epoch 863 | loss: 0.0313202 | val_loss: 0.0312543 | Time: 1627.78 ms [2021-01-23 12:14:03 main:581] : INFO : Epoch 864 | loss: 0.0312178 | val_loss: 0.0311805 | Time: 1660.21 ms [2021-01-23 12:14:04 main:581] : INFO : Epoch 865 | loss: 0.0311521 | val_loss: 0.0311222 | Time: 1678.13 ms [2021-01-23 12:14:06 main:581] : INFO : Epoch 866 | loss: 0.0310682 | val_loss: 0.031094 | Time: 1741.4 ms [2021-01-23 12:14:08 main:581] : INFO : Epoch 867 | loss: 0.0310354 | val_loss: 0.0310639 | Time: 1663.69 ms [2021-01-23 12:14:09 main:581] : INFO : Epoch 868 | loss: 0.03102 | val_loss: 0.0310565 | Time: 1630.31 ms [2021-01-23 12:14:11 main:581] : INFO : Epoch 869 | loss: 0.0310104 | val_loss: 0.0310605 | Time: 1666.45 ms [2021-01-23 12:14:13 main:581] : INFO : Epoch 870 | loss: 0.0310205 | val_loss: 0.0310725 | Time: 1711.44 ms [2021-01-23 12:14:15 main:581] : INFO : Epoch 871 | loss: 0.0310179 | val_loss: 0.031063 | Time: 1702.45 ms [2021-01-23 12:14:16 main:581] : INFO : Epoch 872 | loss: 0.0310252 | val_loss: 0.0310636 | Time: 1811.88 ms [2021-01-23 12:14:18 main:581] : INFO : Epoch 873 | loss: 0.0310258 | val_loss: 0.0310628 | Time: 1638.59 ms [2021-01-23 12:14:20 main:581] : INFO : Epoch 874 | loss: 0.0310172 | val_loss: 0.0310548 | Time: 1718.96 ms [2021-01-23 12:14:21 main:581] : INFO : Epoch 875 | loss: 0.031014 | val_loss: 0.0310626 | Time: 1664.95 ms [2021-01-23 12:14:23 main:581] : INFO : Epoch 876 | loss: 0.0310152 | val_loss: 0.0310683 | Time: 1792.17 ms [2021-01-23 12:14:25 main:581] : INFO : Epoch 877 | loss: 0.0310201 | val_loss: 0.0310729 | Time: 1768.74 ms [2021-01-23 12:14:27 main:581] : INFO : Epoch 878 | loss: 0.0310209 | val_loss: 0.0310615 | Time: 1899.62 ms [2021-01-23 12:14:29 main:581] : INFO : Epoch 879 | loss: 0.0310138 | val_loss: 0.0310622 | Time: 1692.13 ms [2021-01-23 12:14:30 main:581] : INFO : Epoch 880 | loss: 0.0310098 | val_loss: 0.0310654 | Time: 1755.32 ms [2021-01-23 12:14:32 main:581] : INFO : Epoch 881 | loss: 0.0310134 | val_loss: 0.03107 | Time: 1685.66 ms [2021-01-23 12:14:34 main:581] : INFO : Epoch 882 | loss: 0.0310257 | val_loss: 0.0310655 | Time: 1629.6 ms [2021-01-23 12:14:35 main:581] : INFO : Epoch 883 | loss: 0.0310117 | val_loss: 0.0310708 | Time: 1704.09 ms [2021-01-23 12:14:37 main:581] : INFO : Epoch 884 | loss: 0.0310073 | val_loss: 0.0310729 | Time: 1723.4 ms [2021-01-23 12:14:39 main:581] : INFO : Epoch 885 | loss: 0.0310058 | val_loss: 0.0310531 | Time: 1698.12 ms [2021-01-23 12:14:41 main:581] : INFO : Epoch 886 | loss: 0.031008 | val_loss: 0.0310677 | Time: 1868.39 ms [2021-01-23 12:14:42 main:581] : INFO : Epoch 887 | loss: 0.0309993 | val_loss: 0.0310629 | Time: 1736.61 ms [2021-01-23 12:14:44 main:581] : INFO : Epoch 888 | loss: 0.0310021 | val_loss: 0.0310567 | Time: 1858.28 ms [2021-01-23 12:14:46 main:581] : INFO : Epoch 889 | loss: 0.0310086 | val_loss: 0.0310691 | Time: 1793.42 ms [2021-01-23 12:14:48 main:581] : INFO : Epoch 890 | loss: 0.0310079 | val_loss: 0.0310657 | Time: 1703.6 ms [2021-01-23 12:14:49 main:581] : INFO : Epoch 891 | loss: 0.0310012 | val_loss: 0.0310648 | Time: 1710.39 ms [2021-01-23 12:14:51 main:581] : INFO : Epoch 892 | loss: 0.031003 | val_loss: 0.0310776 | Time: 1779.46 ms [2021-01-23 12:14:53 main:581] : INFO : Epoch 893 | loss: 0.0310053 | val_loss: 0.0310557 | Time: 1636.52 ms [2021-01-23 12:14:54 main:581] : INFO : Epoch 894 | loss: 0.0310235 | val_loss: 0.0310764 | Time: 1603.09 ms [2021-01-23 12:14:56 main:581] : INFO : Epoch 895 | loss: 0.0310347 | val_loss: 0.0310625 | Time: 1632.98 ms [2021-01-23 12:14:58 main:581] : INFO : Epoch 896 | loss: 0.0310261 | val_loss: 0.0310654 | Time: 1735.72 ms [2021-01-23 12:15:00 main:581] : INFO : Epoch 897 | loss: 0.0310156 | val_loss: 0.0310695 | Time: 1777.7 ms [2021-01-23 12:15:01 main:581] : INFO : Epoch 898 | loss: 0.0310156 | val_loss: 0.0310571 | Time: 1673.86 ms [2021-01-23 12:15:03 main:581] : INFO : Epoch 899 | loss: 0.0310263 | val_loss: 0.0310628 | Time: 1669.55 ms [2021-01-23 12:15:05 main:581] : INFO : Epoch 900 | loss: 0.0310257 | val_loss: 0.0310622 | Time: 1728.54 ms [2021-01-23 12:15:06 main:581] : INFO : Epoch 901 | loss: 0.0310177 | val_loss: 0.0310612 | Time: 1643.79 ms [2021-01-23 12:15:08 main:581] : INFO : Epoch 902 | loss: 0.0310101 | val_loss: 0.0310565 | Time: 1821.15 ms [2021-01-23 12:15:10 main:581] : INFO : Epoch 903 | loss: 0.031006 | val_loss: 0.0310627 | Time: 1733.99 ms [2021-01-23 12:15:11 main:581] : INFO : Epoch 904 | loss: 0.0310089 | val_loss: 0.0310621 | Time: 1631.87 ms [2021-01-23 12:15:13 main:581] : INFO : Epoch 905 | loss: 0.0310082 | val_loss: 0.0310723 | Time: 1704.19 ms [2021-01-23 12:15:15 main:581] : INFO : Epoch 906 | loss: 0.0310534 | val_loss: 0.0310873 | Time: 1699.45 ms [2021-01-23 12:15:17 main:581] : INFO : Epoch 907 | loss: 0.0310363 | val_loss: 0.0310694 | Time: 1755.1 ms [2021-01-23 12:15:18 main:581] : INFO : Epoch 908 | loss: 0.0310309 | val_loss: 0.0310775 | Time: 1607.3 ms [2021-01-23 12:15:20 main:581] : INFO : Epoch 909 | loss: 0.0310312 | val_loss: 0.0310821 | Time: 1673.88 ms [2021-01-23 12:15:22 main:581] : INFO : Epoch 910 | loss: 0.0310239 | val_loss: 0.0310759 | Time: 1616.85 ms [2021-01-23 12:15:23 main:581] : INFO : Epoch 911 | loss: 0.0310191 | val_loss: 0.031071 | Time: 1704.57 ms [2021-01-23 12:15:25 main:581] : INFO : Epoch 912 | loss: 0.03101 | val_loss: 0.0310644 | Time: 1773.23 ms [2021-01-23 12:15:27 main:581] : INFO : Epoch 913 | loss: 0.0310064 | val_loss: 0.0310799 | Time: 1713.2 ms [2021-01-23 12:15:28 main:581] : INFO : Epoch 914 | loss: 0.0310138 | val_loss: 0.0310508 | Time: 1616.64 ms [2021-01-23 12:15:30 main:581] : INFO : Epoch 915 | loss: 0.0310072 | val_loss: 0.0310501 | Time: 1661.96 ms [2021-01-23 12:15:32 main:581] : INFO : Epoch 916 | loss: 0.0310253 | val_loss: 0.0310677 | Time: 1616.24 ms [2021-01-23 12:15:33 main:581] : INFO : Epoch 917 | loss: 0.0310231 | val_loss: 0.0310749 | Time: 1665.39 ms [2021-01-23 12:15:35 main:581] : INFO : Epoch 918 | loss: 0.0310187 | val_loss: 0.031079 | Time: 1642.36 ms [2021-01-23 12:15:37 main:581] : INFO : Epoch 919 | loss: 0.0310098 | val_loss: 0.0310667 | Time: 1635.04 ms [2021-01-23 12:15:38 main:581] : INFO : Epoch 920 | loss: 0.0310099 | val_loss: 0.0310607 | Time: 1717.59 ms [2021-01-23 12:15:40 main:581] : INFO : Epoch 921 | loss: 0.0310043 | val_loss: 0.0310627 | Time: 1699.19 ms [2021-01-23 12:15:42 main:581] : INFO : Epoch 922 | loss: 0.0310006 | val_loss: 0.03106 | Time: 1653.16 ms [2021-01-23 12:15:43 main:581] : INFO : Epoch 923 | loss: 0.0310179 | val_loss: 0.0310595 | Time: 1768.39 ms [2021-01-23 12:15:45 main:581] : INFO : Epoch 924 | loss: 0.0310253 | val_loss: 0.0310657 | Time: 1665.03 ms [2021-01-23 12:15:47 main:581] : INFO : Epoch 925 | loss: 0.0310177 | val_loss: 0.0310495 | Time: 1800.16 ms [2021-01-23 12:15:49 main:581] : INFO : Epoch 926 | loss: 0.0310101 | val_loss: 0.031046 | Time: 1691.93 ms [2021-01-23 12:15:50 main:581] : INFO : Epoch 927 | loss: 0.0310024 | val_loss: 0.0310495 | Time: 1681.38 ms [2021-01-23 12:15:52 main:581] : INFO : Epoch 928 | loss: 0.0309974 | val_loss: 0.0310533 | Time: 1676.28 ms [2021-01-23 12:15:54 main:581] : INFO : Epoch 929 | loss: 0.0309961 | val_loss: 0.0310571 | Time: 1691.04 ms [2021-01-23 12:15:55 main:581] : INFO : Epoch 930 | loss: 0.0309956 | val_loss: 0.0310562 | Time: 1671.62 ms [2021-01-23 12:15:57 main:581] : INFO : Epoch 931 | loss: 0.0309964 | val_loss: 0.0310613 | Time: 1612.94 ms [2021-01-23 12:15:59 main:581] : INFO : Epoch 932 | loss: 0.030997 | val_loss: 0.0310641 | Time: 1717.62 ms [2021-01-23 12:16:00 main:581] : INFO : Epoch 933 | loss: 0.030994 | val_loss: 0.0310539 | Time: 1682.01 ms [2021-01-23 12:16:02 main:581] : INFO : Epoch 934 | loss: 0.0309964 | val_loss: 0.0310555 | Time: 1654.78 ms [2021-01-23 12:16:04 main:581] : INFO : Epoch 935 | loss: 0.0309997 | val_loss: 0.0310563 | Time: 1761.2 ms [2021-01-23 12:16:05 main:581] : INFO : Epoch 936 | loss: 0.0309951 | val_loss: 0.0310726 | Time: 1704.7 ms [2021-01-23 12:16:07 main:581] : INFO : Epoch 937 | loss: 0.030993 | val_loss: 0.0310606 | Time: 1696.52 ms [2021-01-23 12:16:09 main:581] : INFO : Epoch 938 | loss: 0.031076 | val_loss: 0.0311563 | Time: 1639.32 ms [2021-01-23 12:16:10 main:581] : INFO : Epoch 939 | loss: 0.0311296 | val_loss: 0.0311293 | Time: 1699.93 ms [2021-01-23 12:16:12 main:581] : INFO : Epoch 940 | loss: 0.0310971 | val_loss: 0.0311184 | Time: 1730.34 ms [2021-01-23 12:16:14 main:581] : INFO : Epoch 941 | loss: 0.0310892 | val_loss: 0.031107 | Time: 1669.87 ms [2021-01-23 12:16:15 main:581] : INFO : Epoch 942 | loss: 0.031069 | val_loss: 0.0310842 | Time: 1619.58 ms [2021-01-23 12:16:17 main:581] : INFO : Epoch 943 | loss: 0.0310535 | val_loss: 0.0310672 | Time: 1648.36 ms [2021-01-23 12:16:19 main:581] : INFO : Epoch 944 | loss: 0.0310424 | val_loss: 0.0310774 | Time: 1661.75 ms [2021-01-23 12:16:21 main:581] : INFO : Epoch 945 | loss: 0.0310349 | val_loss: 0.0310661 | Time: 1760.12 ms [2021-01-23 12:16:22 main:581] : INFO : Epoch 946 | loss: 0.0310247 | val_loss: 0.0310735 | Time: 1688.72 ms [2021-01-23 12:16:24 main:581] : INFO : Epoch 947 | loss: 0.0310218 | val_loss: 0.0310841 | Time: 1762.39 ms [2021-01-23 12:16:26 main:581] : INFO : Epoch 948 | loss: 0.031025 | val_loss: 0.0310665 | Time: 1673.73 ms [2021-01-23 12:16:27 main:581] : INFO : Epoch 949 | loss: 0.0310243 | val_loss: 0.0310538 | Time: 1684.66 ms [2021-01-23 12:16:29 main:581] : INFO : Epoch 950 | loss: 0.0310163 | val_loss: 0.031057 | Time: 1731.81 ms [2021-01-23 12:16:31 main:581] : INFO : Epoch 951 | loss: 0.0310123 | val_loss: 0.0310519 | Time: 1675.2 ms [2021-01-23 12:16:32 main:581] : INFO : Epoch 952 | loss: 0.0310084 | val_loss: 0.0310618 | Time: 1719.1 ms [2021-01-23 12:16:34 main:581] : INFO : Epoch 953 | loss: 0.0310094 | val_loss: 0.0310519 | Time: 1694.93 ms [2021-01-23 12:16:36 main:581] : INFO : Epoch 954 | loss: 0.0310108 | val_loss: 0.0310514 | Time: 1785.59 ms [2021-01-23 12:16:38 main:581] : INFO : Epoch 955 | loss: 0.0310034 | val_loss: 0.0310632 | Time: 1700.34 ms [2021-01-23 12:16:39 main:581] : INFO : Epoch 956 | loss: 0.0310052 | val_loss: 0.0310673 | Time: 1767.22 ms [2021-01-23 12:16:41 main:581] : INFO : Epoch 957 | loss: 0.0310179 | val_loss: 0.0310701 | Time: 1768.7 ms [2021-01-23 12:16:43 main:581] : INFO : Epoch 958 | loss: 0.0310363 | val_loss: 0.0310737 | Time: 1706.4 ms [2021-01-23 12:16:45 main:581] : INFO : Epoch 959 | loss: 0.0310182 | val_loss: 0.0310682 | Time: 1714.88 ms [2021-01-23 12:16:46 main:581] : INFO : Epoch 960 | loss: 0.0310146 | val_loss: 0.0310685 | Time: 1673.21 ms [2021-01-23 12:16:48 main:581] : INFO : Epoch 961 | loss: 0.0310104 | val_loss: 0.0310786 | Time: 1786.22 ms [2021-01-23 12:16:50 main:581] : INFO : Epoch 962 | loss: 0.0310139 | val_loss: 0.031057 | Time: 1660.12 ms [2021-01-23 12:16:51 main:581] : INFO : Epoch 963 | loss: 0.0310135 | val_loss: 0.0310564 | Time: 1675.75 ms [2021-01-23 12:16:53 main:581] : INFO : Epoch 964 | loss: 0.0310084 | val_loss: 0.0310557 | Time: 1664.09 ms [2021-01-23 12:16:55 main:581] : INFO : Epoch 965 | loss: 0.0310066 | val_loss: 0.031054 | Time: 1696.41 ms [2021-01-23 12:16:56 main:581] : INFO : Epoch 966 | loss: 0.0310161 | val_loss: 0.0310683 | Time: 1624.09 ms [2021-01-23 12:16:58 main:581] : INFO : Epoch 967 | loss: 0.0310451 | val_loss: 0.0310756 | Time: 1650.56 ms [2021-01-23 12:17:00 main:581] : INFO : Epoch 968 | loss: 0.0310449 | val_loss: 0.031067 | Time: 1731.21 ms [2021-01-23 12:17:02 main:581] : INFO : Epoch 969 | loss: 0.031046 | val_loss: 0.0310743 | Time: 1774.16 ms [2021-01-23 12:17:03 main:581] : INFO : Epoch 970 | loss: 0.0310469 | val_loss: 0.0310704 | Time: 1677.43 ms [2021-01-23 12:17:05 main:581] : INFO : Epoch 971 | loss: 0.0310397 | val_loss: 0.0310729 | Time: 1678.9 ms [2021-01-23 12:17:07 main:581] : INFO : Epoch 972 | loss: 0.0310331 | val_loss: 0.0310638 | Time: 1766.27 ms [2021-01-23 12:17:08 main:581] : INFO : Epoch 973 | loss: 0.0310212 | val_loss: 0.0310599 | Time: 1708.71 ms [2021-01-23 12:17:10 main:581] : INFO : Epoch 974 | loss: 0.0310184 | val_loss: 0.0310739 | Time: 1699.64 ms [2021-01-23 12:17:12 main:581] : INFO : Epoch 975 | loss: 0.0310204 | val_loss: 0.0310598 | Time: 1816.2 ms [2021-01-23 12:17:14 main:581] : INFO : Epoch 976 | loss: 0.0310171 | val_loss: 0.0310638 | Time: 1740.01 ms [2021-01-23 12:17:15 main:581] : INFO : Epoch 977 | loss: 0.0310155 | val_loss: 0.0310595 | Time: 1703.45 ms [2021-01-23 12:17:17 main:581] : INFO : Epoch 978 | loss: 0.0310125 | val_loss: 0.0310597 | Time: 1709.29 ms [2021-01-23 12:17:19 main:581] : INFO : Epoch 979 | loss: 0.0310103 | val_loss: 0.0310557 | Time: 1762.89 ms [2021-01-23 12:17:21 main:581] : INFO : Epoch 980 | loss: 0.031013 | val_loss: 0.0310622 | Time: 1790.68 ms [2021-01-23 12:17:22 main:581] : INFO : Epoch 981 | loss: 0.0310086 | val_loss: 0.0310552 | Time: 1766.34 ms [2021-01-23 12:17:24 main:581] : INFO : Epoch 982 | loss: 0.0310105 | val_loss: 0.031055 | Time: 1727.84 ms [2021-01-23 12:17:26 main:581] : INFO : Epoch 983 | loss: 0.0310061 | val_loss: 0.0310584 | Time: 1780.05 ms [2021-01-23 12:17:28 main:581] : INFO : Epoch 984 | loss: 0.0310065 | val_loss: 0.0310515 | Time: 1643.07 ms [2021-01-23 12:17:29 main:581] : INFO : Epoch 985 | loss: 0.0310151 | val_loss: 0.0310651 | Time: 1685.71 ms [2021-01-23 12:17:31 main:581] : INFO : Epoch 986 | loss: 0.0310261 | val_loss: 0.0310651 | Time: 1671.28 ms [2021-01-23 12:17:33 main:581] : INFO : Epoch 987 | loss: 0.031022 | val_loss: 0.0310595 | Time: 1781.91 ms [2021-01-23 12:17:34 main:581] : INFO : Epoch 988 | loss: 0.0310188 | val_loss: 0.0310609 | Time: 1792.98 ms [2021-01-23 12:17:36 main:581] : INFO : Epoch 989 | loss: 0.031018 | val_loss: 0.0310574 | Time: 1820.08 ms [2021-01-23 12:17:38 main:581] : INFO : Epoch 990 | loss: 0.031019 | val_loss: 0.0310623 | Time: 1800.33 ms [2021-01-23 12:17:40 main:581] : INFO : Epoch 991 | loss: 0.031015 | val_loss: 0.0310621 | Time: 1733.45 ms [2021-01-23 12:17:41 main:581] : INFO : Epoch 992 | loss: 0.0310156 | val_loss: 0.0310644 | Time: 1634.63 ms [2021-01-23 12:17:43 main:581] : INFO : Epoch 993 | loss: 0.0310191 | val_loss: 0.0310706 | Time: 1693.43 ms [2021-01-23 12:17:45 main:581] : INFO : Epoch 994 | loss: 0.0310181 | val_loss: 0.0310654 | Time: 1731.78 ms [2021-01-23 12:17:47 main:581] : INFO : Epoch 995 | loss: 0.0310113 | val_loss: 0.0310637 | Time: 1787.09 ms [2021-01-23 12:17:48 main:581] : INFO : Epoch 996 | loss: 0.0310153 | val_loss: 0.0310765 | Time: 1633.46 ms [2021-01-23 12:17:50 main:581] : INFO : Epoch 997 | loss: 0.0310144 | val_loss: 0.0310713 | Time: 1757.71 ms [2021-01-23 12:17:52 main:581] : INFO : Epoch 998 | loss: 0.0310102 | val_loss: 0.0310586 | Time: 1697.02 ms [2021-01-23 12:17:53 main:581] : INFO : Epoch 999 | loss: 0.0310066 | val_loss: 0.0310555 | Time: 1632.08 ms [2021-01-23 12:17:55 main:581] : INFO : Epoch 1000 | loss: 0.0310054 | val_loss: 0.03107 | Time: 1679.18 ms [2021-01-23 12:17:57 main:581] : INFO : Epoch 1001 | loss: 0.0310089 | val_loss: 0.0310593 | Time: 1663.9 ms [2021-01-23 12:17:58 main:581] : INFO : Epoch 1002 | loss: 0.0310256 | val_loss: 0.0310607 | Time: 1687.76 ms [2021-01-23 12:18:00 main:581] : INFO : Epoch 1003 | loss: 0.0310158 | val_loss: 0.0310634 | Time: 1690.97 ms [2021-01-23 12:18:02 main:581] : INFO : Epoch 1004 | loss: 0.0310119 | val_loss: 0.0310793 | Time: 1683.27 ms [2021-01-23 12:18:03 main:581] : INFO : Epoch 1005 | loss: 0.0310097 | val_loss: 0.0310713 | Time: 1704.84 ms [2021-01-23 12:18:05 main:581] : INFO : Epoch 1006 | loss: 0.0310025 | val_loss: 0.0310705 | Time: 1672.47 ms [2021-01-23 12:18:07 main:581] : INFO : Epoch 1007 | loss: 0.0310066 | val_loss: 0.0310702 | Time: 1625.58 ms [2021-01-23 12:18:08 main:581] : INFO : Epoch 1008 | loss: 0.0310039 | val_loss: 0.0310654 | Time: 1664.18 ms [2021-01-23 12:18:10 main:581] : INFO : Epoch 1009 | loss: 0.0309979 | val_loss: 0.0310597 | Time: 1651.43 ms [2021-01-23 12:18:12 main:581] : INFO : Epoch 1010 | loss: 0.0309967 | val_loss: 0.0310608 | Time: 1886.02 ms [2021-01-23 12:18:14 main:581] : INFO : Epoch 1011 | loss: 0.0309936 | val_loss: 0.0310628 | Time: 1739.01 ms [2021-01-23 12:18:15 main:581] : INFO : Epoch 1012 | loss: 0.0309936 | val_loss: 0.0310631 | Time: 1673.2 ms [2021-01-23 12:18:17 main:581] : INFO : Epoch 1013 | loss: 0.0310024 | val_loss: 0.0310805 | Time: 1742.88 ms [2021-01-23 12:18:19 main:581] : INFO : Epoch 1014 | loss: 0.0310436 | val_loss: 0.0310769 | Time: 1659.61 ms [2021-01-23 12:18:20 main:581] : INFO : Epoch 1015 | loss: 0.0310221 | val_loss: 0.0310694 | Time: 1633.33 ms [2021-01-23 12:18:22 main:581] : INFO : Epoch 1016 | loss: 0.0310229 | val_loss: 0.0310704 | Time: 1675.44 ms [2021-01-23 12:18:24 main:581] : INFO : Epoch 1017 | loss: 0.031007 | val_loss: 0.0310632 | Time: 1717.57 ms [2021-01-23 12:18:26 main:581] : INFO : Epoch 1018 | loss: 0.0310063 | val_loss: 0.0310627 | Time: 1725.75 ms [2021-01-23 12:18:27 main:581] : INFO : Epoch 1019 | loss: 0.0310015 | val_loss: 0.0310635 | Time: 1734.01 ms [2021-01-23 12:18:29 main:581] : INFO : Epoch 1020 | loss: 0.0309973 | val_loss: 0.0310547 | Time: 1779.54 ms [2021-01-23 12:18:31 main:581] : INFO : Epoch 1021 | loss: 0.0309945 | val_loss: 0.0310715 | Time: 1650.32 ms [2021-01-23 12:18:32 main:581] : INFO : Epoch 1022 | loss: 0.0309897 | val_loss: 0.0310587 | Time: 1663.87 ms [2021-01-23 12:18:34 main:581] : INFO : Epoch 1023 | loss: 0.030987 | val_loss: 0.0310565 | Time: 1678.06 ms [2021-01-23 12:18:36 main:581] : INFO : Epoch 1024 | loss: 0.0309896 | val_loss: 0.0310617 | Time: 1739.5 ms [2021-01-23 12:18:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310617 [2021-01-23 12:18:36 main:610] : INFO : Saving end state to config to file [2021-01-23 12:18:36 main:615] : INFO : Success, exiting.. 12:18:36 (2101): 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)