Task 3323714
| Name | ParityModified-1608176254-12930-0_1 |
| Workunit | 1584318 |
| Created | 18 Dec 2020, 3:40:11 UTC |
| Sent | 18 Dec 2020, 5:52:50 UTC |
| Report deadline | 26 Dec 2020, 5:52:50 UTC |
| Received | 18 Dec 2020, 9:40:21 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 37 min 6 sec |
| CPU time | 1 hours 36 min 59 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0309424 | val_loss: 0.0313653 | Time: 2866.21 ms [2020-12-18 00:15:26 main:581] : INFO : Epoch 1539 | loss: 0.0309424 | val_loss: 0.0313812 | Time: 2873.54 ms [2020-12-18 00:15:29 main:581] : INFO : Epoch 1540 | loss: 0.0309439 | val_loss: 0.0313675 | Time: 2894.03 ms [2020-12-18 00:15:32 main:581] : INFO : Epoch 1541 | loss: 0.0309432 | val_loss: 0.0313461 | Time: 2874.08 ms [2020-12-18 00:15:34 main:581] : INFO : Epoch 1542 | loss: 0.0309507 | val_loss: 0.0313811 | Time: 2868.95 ms [2020-12-18 00:15:37 main:581] : INFO : Epoch 1543 | loss: 0.0309545 | val_loss: 0.0313526 | Time: 2864.32 ms [2020-12-18 00:15:40 main:581] : INFO : Epoch 1544 | loss: 0.0309664 | val_loss: 0.0313427 | Time: 2868.44 ms [2020-12-18 00:15:43 main:581] : INFO : Epoch 1545 | loss: 0.0309597 | val_loss: 0.031325 | Time: 2872.07 ms [2020-12-18 00:15:46 main:581] : INFO : Epoch 1546 | loss: 0.0309469 | val_loss: 0.0313182 | Time: 2872.77 ms [2020-12-18 00:15:49 main:581] : INFO : Epoch 1547 | loss: 0.0309692 | val_loss: 0.0313267 | Time: 2864.18 ms [2020-12-18 00:15:52 main:581] : INFO : Epoch 1548 | loss: 0.0309561 | val_loss: 0.0313206 | Time: 2874 ms [2020-12-18 00:15:54 main:581] : INFO : Epoch 1549 | loss: 0.0309489 | val_loss: 0.031364 | Time: 2872.35 ms [2020-12-18 00:15:57 main:581] : INFO : Epoch 1550 | loss: 0.0309518 | val_loss: 0.0313797 | Time: 2864.77 ms [2020-12-18 00:16:00 main:581] : INFO : Epoch 1551 | loss: 0.0309543 | val_loss: 0.0313403 | Time: 2905.94 ms [2020-12-18 00:16:03 main:581] : INFO : Epoch 1552 | loss: 0.0309438 | val_loss: 0.0313434 | Time: 2877.53 ms [2020-12-18 00:16:06 main:581] : INFO : Epoch 1553 | loss: 0.0309483 | val_loss: 0.0313305 | Time: 2874.76 ms [2020-12-18 00:16:09 main:581] : INFO : Epoch 1554 | loss: 0.030951 | val_loss: 0.0313618 | Time: 2869.37 ms [2020-12-18 00:16:12 main:581] : INFO : Epoch 1555 | loss: 0.0309506 | val_loss: 0.0313742 | Time: 2868.58 ms [2020-12-18 00:16:15 main:581] : INFO : Epoch 1556 | loss: 0.0309471 | val_loss: 0.0313906 | Time: 2871.25 ms [2020-12-18 00:16:17 main:581] : INFO : Epoch 1557 | loss: 0.0309456 | val_loss: 0.0313992 | Time: 2865.14 ms [2020-12-18 00:16:20 main:581] : INFO : Epoch 1558 | loss: 0.030955 | val_loss: 0.0313409 | Time: 2870.87 ms [2020-12-18 00:16:23 main:581] : INFO : Epoch 1559 | loss: 0.0309555 | val_loss: 0.0313422 | Time: 2870.96 ms [2020-12-18 00:16:26 main:581] : INFO : Epoch 1560 | loss: 0.0309563 | val_loss: 0.0313466 | Time: 2868.19 ms [2020-12-18 00:16:29 main:581] : INFO : Epoch 1561 | loss: 0.0309501 | val_loss: 0.0313422 | Time: 2893.28 ms [2020-12-18 00:16:32 main:581] : INFO : Epoch 1562 | loss: 0.0309444 | val_loss: 0.0313453 | Time: 2873.32 ms [2020-12-18 00:16:35 main:581] : INFO : Epoch 1563 | loss: 0.0309414 | val_loss: 0.0313485 | Time: 2867.51 ms [2020-12-18 00:16:38 main:581] : INFO : Epoch 1564 | loss: 0.0309377 | val_loss: 0.0313675 | Time: 2872.31 ms [2020-12-18 00:16:40 main:581] : INFO : Epoch 1565 | loss: 0.0309412 | val_loss: 0.03134 | Time: 2872.14 ms [2020-12-18 00:16:43 main:581] : INFO : Epoch 1566 | loss: 0.0309534 | val_loss: 0.0313666 | Time: 2871.79 ms [2020-12-18 00:16:46 main:581] : INFO : Epoch 1567 | loss: 0.0309468 | val_loss: 0.0313585 | Time: 2873.09 ms [2020-12-18 00:16:49 main:581] : INFO : Epoch 1568 | loss: 0.0309419 | val_loss: 0.0313723 | Time: 2876.35 ms [2020-12-18 00:16:52 main:581] : INFO : Epoch 1569 | loss: 0.0309402 | val_loss: 0.0313849 | Time: 2872.94 ms [2020-12-18 00:16:55 main:581] : INFO : Epoch 1570 | loss: 0.0309439 | val_loss: 0.0313665 | Time: 2870.62 ms [2020-12-18 00:16:58 main:581] : INFO : Epoch 1571 | loss: 0.0309429 | val_loss: 0.0313602 | Time: 2869.79 ms [2020-12-18 00:17:01 main:581] : INFO : Epoch 1572 | loss: 0.0309485 | val_loss: 0.0313212 | Time: 2893.6 ms [2020-12-18 00:17:03 main:581] : INFO : Epoch 1573 | loss: 0.0309599 | val_loss: 0.0313385 | Time: 2877.19 ms [2020-12-18 00:17:06 main:581] : INFO : Epoch 1574 | loss: 0.0309527 | val_loss: 0.0313303 | Time: 2869.43 ms [2020-12-18 00:17:09 main:581] : INFO : Epoch 1575 | loss: 0.0309479 | val_loss: 0.031353 | Time: 2878.21 ms [2020-12-18 00:17:12 main:581] : INFO : Epoch 1576 | loss: 0.0309536 | val_loss: 0.0313692 | Time: 2878.22 ms [2020-12-18 00:17:15 main:581] : INFO : Epoch 1577 | loss: 0.0309503 | val_loss: 0.0313859 | Time: 2865.92 ms [2020-12-18 00:17:18 main:581] : INFO : Epoch 1578 | loss: 0.0309513 | val_loss: 0.0313723 | Time: 2868.13 ms [2020-12-18 00:17:21 main:581] : INFO : Epoch 1579 | loss: 0.0309521 | val_loss: 0.0313707 | Time: 2868.64 ms [2020-12-18 00:17:24 main:581] : INFO : Epoch 1580 | loss: 0.0309472 | val_loss: 0.0313677 | Time: 2873.09 ms [2020-12-18 00:17:26 main:581] : INFO : Epoch 1581 | loss: 0.0309548 | val_loss: 0.0313591 | Time: 2872.58 ms [2020-12-18 00:17:29 main:581] : INFO : Epoch 1582 | loss: 0.0309574 | val_loss: 0.0313431 | Time: 2888.73 ms [2020-12-18 00:17:32 main:581] : INFO : Epoch 1583 | loss: 0.0309409 | val_loss: 0.0313434 | Time: 2871.44 ms [2020-12-18 00:17:35 main:581] : INFO : Epoch 1584 | loss: 0.0309444 | val_loss: 0.03134 | Time: 2879.87 ms [2020-12-18 00:17:38 main:581] : INFO : Epoch 1585 | loss: 0.0309592 | val_loss: 0.0313778 | Time: 2870.78 ms [2020-12-18 00:17:41 main:581] : INFO : Epoch 1586 | loss: 0.0309492 | val_loss: 0.0313825 | Time: 2874.94 ms [2020-12-18 00:17:44 main:581] : INFO : Epoch 1587 | loss: 0.0309517 | val_loss: 0.0313724 | Time: 2863.61 ms [2020-12-18 00:17:47 main:581] : INFO : Epoch 1588 | loss: 0.0309502 | val_loss: 0.0313993 | Time: 2867.97 ms [2020-12-18 00:17:49 main:581] : INFO : Epoch 1589 | loss: 0.0309405 | val_loss: 0.0313865 | Time: 2880.61 ms [2020-12-18 00:17:52 main:581] : INFO : Epoch 1590 | loss: 0.0309484 | val_loss: 0.0313576 | Time: 2872.8 ms [2020-12-18 00:17:55 main:581] : INFO : Epoch 1591 | loss: 0.0309727 | val_loss: 0.0313599 | Time: 2867.21 ms [2020-12-18 00:17:58 main:581] : INFO : Epoch 1592 | loss: 0.0309666 | val_loss: 0.0313273 | Time: 2884.59 ms [2020-12-18 00:18:01 main:581] : INFO : Epoch 1593 | loss: 0.030961 | val_loss: 0.0313345 | Time: 2888.47 ms [2020-12-18 00:18:04 main:581] : INFO : Epoch 1594 | loss: 0.0309497 | val_loss: 0.0313326 | Time: 2871.48 ms [2020-12-18 00:18:07 main:581] : INFO : Epoch 1595 | loss: 0.0309382 | val_loss: 0.0313496 | Time: 2872.48 ms [2020-12-18 00:18:10 main:581] : INFO : Epoch 1596 | loss: 0.0309407 | val_loss: 0.0313648 | Time: 2876.78 ms [2020-12-18 00:18:12 main:581] : INFO : Epoch 1597 | loss: 0.030941 | val_loss: 0.031364 | Time: 2875.45 ms [2020-12-18 00:18:15 main:581] : INFO : Epoch 1598 | loss: 0.0309384 | val_loss: 0.0313665 | Time: 2866.44 ms [2020-12-18 00:18:18 main:581] : INFO : Epoch 1599 | loss: 0.0309437 | val_loss: 0.0313465 | Time: 2868.42 ms [2020-12-18 00:18:21 main:581] : INFO : Epoch 1600 | loss: 0.0309477 | val_loss: 0.031362 | Time: 2863.52 ms [2020-12-18 00:18:24 main:581] : INFO : Epoch 1601 | loss: 0.0309442 | val_loss: 0.031344 | Time: 2875.43 ms [2020-12-18 00:18:27 main:581] : INFO : Epoch 1602 | loss: 0.0309479 | val_loss: 0.0313503 | Time: 2869.97 ms [2020-12-18 00:18:30 main:581] : INFO : Epoch 1603 | loss: 0.0309401 | val_loss: 0.0313762 | Time: 2887.69 ms [2020-12-18 00:18:33 main:581] : INFO : Epoch 1604 | loss: 0.030951 | val_loss: 0.0313104 | Time: 2873.64 ms [2020-12-18 00:18:35 main:581] : INFO : Epoch 1605 | loss: 0.030963 | val_loss: 0.0313515 | Time: 2872.15 ms [2020-12-18 00:18:38 main:581] : INFO : Epoch 1606 | loss: 0.0309387 | val_loss: 0.0313557 | Time: 2873.33 ms [2020-12-18 00:18:41 main:581] : INFO : Epoch 1607 | loss: 0.0309409 | val_loss: 0.0313482 | Time: 2872.97 ms [2020-12-18 00:18:44 main:581] : INFO : Epoch 1608 | loss: 0.030947 | val_loss: 0.0313171 | Time: 2872.75 ms [2020-12-18 00:18:47 main:581] : INFO : Epoch 1609 | loss: 0.0309798 | val_loss: 0.0313559 | Time: 2872.69 ms [2020-12-18 00:18:50 main:581] : INFO : Epoch 1610 | loss: 0.0309561 | val_loss: 0.0313829 | Time: 2863.36 ms [2020-12-18 00:18:53 main:581] : INFO : Epoch 1611 | loss: 0.0309525 | val_loss: 0.031378 | Time: 2873.3 ms [2020-12-18 00:18:56 main:581] : INFO : Epoch 1612 | loss: 0.0309435 | val_loss: 0.0313786 | Time: 2866.59 ms [2020-12-18 00:18:58 main:581] : INFO : Epoch 1613 | loss: 0.0309474 | val_loss: 0.0313406 | Time: 2889.64 ms [2020-12-18 00:19:01 main:581] : INFO : Epoch 1614 | loss: 0.03095 | val_loss: 0.0313285 | Time: 2885.69 ms [2020-12-18 00:19:04 main:581] : INFO : Epoch 1615 | loss: 0.0309462 | val_loss: 0.031345 | Time: 2867.97 ms [2020-12-18 00:19:07 main:581] : INFO : Epoch 1616 | loss: 0.0309529 | val_loss: 0.0313458 | Time: 2872.28 ms [2020-12-18 00:19:10 main:581] : INFO : Epoch 1617 | loss: 0.0309421 | val_loss: 0.0313512 | Time: 2870.93 ms [2020-12-18 00:19:13 main:581] : INFO : Epoch 1618 | loss: 0.0309481 | val_loss: 0.0313193 | Time: 2856.77 ms [2020-12-18 00:19:16 main:581] : INFO : Epoch 1619 | loss: 0.0309502 | val_loss: 0.031334 | Time: 2861.87 ms [2020-12-18 00:19:19 main:581] : INFO : Epoch 1620 | loss: 0.0309593 | val_loss: 0.0313688 | Time: 2874.76 ms [2020-12-18 00:19:21 main:581] : INFO : Epoch 1621 | loss: 0.0309414 | val_loss: 0.0313557 | Time: 2875.5 ms [2020-12-18 00:19:24 main:581] : INFO : Epoch 1622 | loss: 0.0309495 | val_loss: 0.0313788 | Time: 2875.02 ms [2020-12-18 00:19:27 main:581] : INFO : Epoch 1623 | loss: 0.0309578 | val_loss: 0.0313264 | Time: 2870.37 ms [2020-12-18 00:19:30 main:581] : INFO : Epoch 1624 | loss: 0.0309584 | val_loss: 0.0313872 | Time: 2890.4 ms [2020-12-18 00:19:33 main:581] : INFO : Epoch 1625 | loss: 0.0309579 | val_loss: 0.0313676 | Time: 2868.99 ms [2020-12-18 00:19:36 main:581] : INFO : Epoch 1626 | loss: 0.0309478 | val_loss: 0.0313602 | Time: 2868.43 ms [2020-12-18 00:19:39 main:581] : INFO : Epoch 1627 | loss: 0.0309346 | val_loss: 0.0313582 | Time: 2868.36 ms [2020-12-18 00:19:42 main:581] : INFO : Epoch 1628 | loss: 0.0309472 | val_loss: 0.031388 | Time: 2873.63 ms [2020-12-18 00:19:44 main:581] : INFO : Epoch 1629 | loss: 0.0309505 | val_loss: 0.0313902 | Time: 2875.41 ms [2020-12-18 00:19:47 main:581] : INFO : Epoch 1630 | loss: 0.0309567 | val_loss: 0.0313404 | Time: 2876.5 ms [2020-12-18 00:19:50 main:581] : INFO : Epoch 1631 | loss: 0.0309485 | val_loss: 0.0313463 | Time: 2869.6 ms [2020-12-18 00:19:53 main:581] : INFO : Epoch 1632 | loss: 0.0309612 | val_loss: 0.0313568 | Time: 2874.17 ms [2020-12-18 00:19:56 main:581] : INFO : Epoch 1633 | loss: 0.0309587 | val_loss: 0.0313645 | Time: 2873.91 ms [2020-12-18 00:19:59 main:581] : INFO : Epoch 1634 | loss: 0.0309622 | val_loss: 0.0313753 | Time: 2883.69 ms [2020-12-18 00:20:02 main:581] : INFO : Epoch 1635 | loss: 0.0309507 | val_loss: 0.0313449 | Time: 2894.32 ms [2020-12-18 00:20:05 main:581] : INFO : Epoch 1636 | loss: 0.030949 | val_loss: 0.031354 | Time: 2862.08 ms [2020-12-18 00:20:07 main:581] : INFO : Epoch 1637 | loss: 0.0309558 | val_loss: 0.0313818 | Time: 2869.09 ms [2020-12-18 00:20:10 main:581] : INFO : Epoch 1638 | loss: 0.0309596 | val_loss: 0.0314109 | Time: 2866.75 ms [2020-12-18 00:20:13 main:581] : INFO : Epoch 1639 | loss: 0.0309603 | val_loss: 0.0313482 | Time: 2860.77 ms [2020-12-18 00:20:16 main:581] : INFO : Epoch 1640 | loss: 0.0309489 | val_loss: 0.0313962 | Time: 2876.21 ms [2020-12-18 00:20:19 main:581] : INFO : Epoch 1641 | loss: 0.0309331 | val_loss: 0.0313794 | Time: 2870.32 ms [2020-12-18 00:20:22 main:581] : INFO : Epoch 1642 | loss: 0.0309378 | val_loss: 0.0313868 | Time: 2873.5 ms [2020-12-18 00:20:25 main:581] : INFO : Epoch 1643 | loss: 0.0309448 | val_loss: 0.0313972 | Time: 2870.46 ms [2020-12-18 00:20:27 main:581] : INFO : Epoch 1644 | loss: 0.0309675 | val_loss: 0.031325 | Time: 2869.29 ms [2020-12-18 00:20:30 main:581] : INFO : Epoch 1645 | loss: 0.0309616 | val_loss: 0.0313883 | Time: 2875.19 ms [2020-12-18 00:20:33 main:581] : INFO : Epoch 1646 | loss: 0.0309577 | val_loss: 0.0313754 | Time: 2870.8 ms [2020-12-18 00:20:36 main:581] : INFO : Epoch 1647 | loss: 0.0309533 | val_loss: 0.0313431 | Time: 2861.8 ms [2020-12-18 00:20:39 main:581] : INFO : Epoch 1648 | loss: 0.030966 | val_loss: 0.0313293 | Time: 2870.55 ms [2020-12-18 00:20:42 main:581] : INFO : Epoch 1649 | loss: 0.0309559 | val_loss: 0.0313732 | Time: 2871 ms [2020-12-18 00:20:45 main:581] : INFO : Epoch 1650 | loss: 0.0309519 | val_loss: 0.0313813 | Time: 2871.22 ms [2020-12-18 00:20:48 main:581] : INFO : Epoch 1651 | loss: 0.0309532 | val_loss: 0.0313437 | Time: 2872.77 ms [2020-12-18 00:20:50 main:581] : INFO : Epoch 1652 | loss: 0.0309401 | val_loss: 0.0313811 | Time: 2870.82 ms [2020-12-18 00:20:53 main:581] : INFO : Epoch 1653 | loss: 0.0309581 | val_loss: 0.0313387 | Time: 2868.25 ms [2020-12-18 00:20:56 main:581] : INFO : Epoch 1654 | loss: 0.0309472 | val_loss: 0.0313722 | Time: 2866.06 ms [2020-12-18 00:20:59 main:581] : INFO : Epoch 1655 | loss: 0.0309418 | val_loss: 0.0313926 | Time: 2891.57 ms [2020-12-18 00:21:02 main:581] : INFO : Epoch 1656 | loss: 0.0309539 | val_loss: 0.0313636 | Time: 2895.39 ms [2020-12-18 00:21:05 main:581] : INFO : Epoch 1657 | loss: 0.0309533 | val_loss: 0.0313563 | Time: 2858.53 ms [2020-12-18 00:21:08 main:581] : INFO : Epoch 1658 | loss: 0.0309521 | val_loss: 0.0313822 | Time: 2872.16 ms [2020-12-18 00:21:11 main:581] : INFO : Epoch 1659 | loss: 0.0309522 | val_loss: 0.0313748 | Time: 2872.78 ms [2020-12-18 00:21:13 main:581] : INFO : Epoch 1660 | loss: 0.0309497 | val_loss: 0.0313471 | Time: 2869.14 ms [2020-12-18 00:21:16 main:581] : INFO : Epoch 1661 | loss: 0.0309681 | val_loss: 0.0313888 | Time: 2866.31 ms [2020-12-18 00:21:19 main:581] : INFO : Epoch 1662 | loss: 0.0309522 | val_loss: 0.0313319 | Time: 2871.05 ms [2020-12-18 00:21:22 main:581] : INFO : Epoch 1663 | loss: 0.0309619 | val_loss: 0.031298 | Time: 2864.58 ms [2020-12-18 00:21:25 main:581] : INFO : Epoch 1664 | loss: 0.0309932 | val_loss: 0.0314113 | Time: 2863.88 ms [2020-12-18 00:21:28 main:581] : INFO : Epoch 1665 | loss: 0.0309552 | val_loss: 0.0313263 | Time: 2878.51 ms [2020-12-18 00:21:31 main:581] : INFO : Epoch 1666 | loss: 0.0309536 | val_loss: 0.0313852 | Time: 2862.67 ms [2020-12-18 00:21:34 main:581] : INFO : Epoch 1667 | loss: 0.0309501 | val_loss: 0.0313635 | Time: 2871.22 ms [2020-12-18 00:21:36 main:581] : INFO : Epoch 1668 | loss: 0.030957 | val_loss: 0.0313603 | Time: 2873.12 ms [2020-12-18 00:21:39 main:581] : INFO : Epoch 1669 | loss: 0.030956 | val_loss: 0.0314001 | Time: 2871.01 ms [2020-12-18 00:21:42 main:581] : INFO : Epoch 1670 | loss: 0.0309544 | val_loss: 0.0313553 | Time: 2868.68 ms [2020-12-18 00:21:45 main:581] : INFO : Epoch 1671 | loss: 0.0309486 | val_loss: 0.0313637 | Time: 2873.02 ms [2020-12-18 00:21:48 main:581] : INFO : Epoch 1672 | loss: 0.0309373 | val_loss: 0.0313982 | Time: 2868.05 ms [2020-12-18 00:21:51 main:581] : INFO : Epoch 1673 | loss: 0.0309394 | val_loss: 0.0313472 | Time: 2866.9 ms [2020-12-18 00:21:54 main:581] : INFO : Epoch 1674 | loss: 0.0309446 | val_loss: 0.0313672 | Time: 2866.64 ms [2020-12-18 00:21:57 main:581] : INFO : Epoch 1675 | loss: 0.0309473 | val_loss: 0.0313721 | Time: 2873.62 ms [2020-12-18 00:21:59 main:581] : INFO : Epoch 1676 | loss: 0.0309423 | val_loss: 0.0313711 | Time: 2891.04 ms [2020-12-18 00:22:02 main:581] : INFO : Epoch 1677 | loss: 0.0309396 | val_loss: 0.0313762 | Time: 2896.67 ms [2020-12-18 00:22:05 main:581] : INFO : Epoch 1678 | loss: 0.0309368 | val_loss: 0.031374 | Time: 2867.45 ms [2020-12-18 00:22:08 main:581] : INFO : Epoch 1679 | loss: 0.0309707 | val_loss: 0.0313338 | Time: 2863.52 ms [2020-12-18 00:22:11 main:581] : INFO : Epoch 1680 | loss: 0.0309597 | val_loss: 0.0313851 | Time: 2859.95 ms [2020-12-18 00:22:14 main:581] : INFO : Epoch 1681 | loss: 0.0309473 | val_loss: 0.0313751 | Time: 2862.82 ms [2020-12-18 00:22:17 main:581] : INFO : Epoch 1682 | loss: 0.0309382 | val_loss: 0.0313789 | Time: 2871.33 ms [2020-12-18 00:22:20 main:581] : INFO : Epoch 1683 | loss: 0.0309482 | val_loss: 0.0313888 | Time: 2865.74 ms [2020-12-18 00:22:22 main:581] : INFO : Epoch 1684 | loss: 0.0309442 | val_loss: 0.0313806 | Time: 2864.02 ms [2020-12-18 00:22:25 main:581] : INFO : Epoch 1685 | loss: 0.0309487 | val_loss: 0.0313513 | Time: 2874.13 ms [2020-12-18 00:22:28 main:581] : INFO : Epoch 1686 | loss: 0.030951 | val_loss: 0.0313614 | Time: 2893.93 ms [2020-12-18 00:22:31 main:581] : INFO : Epoch 1687 | loss: 0.030964 | val_loss: 0.0313743 | Time: 2869.96 ms [2020-12-18 00:22:34 main:581] : INFO : Epoch 1688 | loss: 0.030955 | val_loss: 0.0313851 | Time: 2870.56 ms [2020-12-18 00:22:37 main:581] : INFO : Epoch 1689 | loss: 0.0309462 | val_loss: 0.031372 | Time: 2868.67 ms [2020-12-18 00:22:40 main:581] : INFO : Epoch 1690 | loss: 0.0309384 | val_loss: 0.0313562 | Time: 2872.42 ms [2020-12-18 00:22:42 main:581] : INFO : Epoch 1691 | loss: 0.0309469 | val_loss: 0.0313653 | Time: 2876.43 ms [2020-12-18 00:22:45 main:581] : INFO : Epoch 1692 | loss: 0.0309497 | val_loss: 0.0313588 | Time: 2866.11 ms [2020-12-18 00:22:48 main:581] : INFO : Epoch 1693 | loss: 0.0309627 | val_loss: 0.0313539 | Time: 2860.07 ms [2020-12-18 00:22:51 main:581] : INFO : Epoch 1694 | loss: 0.030952 | val_loss: 0.0313976 | Time: 2873.31 ms [2020-12-18 00:22:54 main:581] : INFO : Epoch 1695 | loss: 0.0309396 | val_loss: 0.0313822 | Time: 2872.15 ms [2020-12-18 00:22:57 main:581] : INFO : Epoch 1696 | loss: 0.0309427 | val_loss: 0.0313696 | Time: 2863.32 ms [2020-12-18 00:23:00 main:581] : INFO : Epoch 1697 | loss: 0.0309607 | val_loss: 0.0313962 | Time: 2897.81 ms [2020-12-18 00:23:03 main:581] : INFO : Epoch 1698 | loss: 0.0309433 | val_loss: 0.0313727 | Time: 2873.05 ms [2020-12-18 00:23:05 main:581] : INFO : Epoch 1699 | loss: 0.0309413 | val_loss: 0.0313431 | Time: 2869.16 ms [2020-12-18 00:23:08 main:581] : INFO : Epoch 1700 | loss: 0.0309458 | val_loss: 0.0313654 | Time: 2868.84 ms [2020-12-18 00:23:11 main:581] : INFO : Epoch 1701 | loss: 0.0309453 | val_loss: 0.0313706 | Time: 2879.51 ms [2020-12-18 00:23:14 main:581] : INFO : Epoch 1702 | loss: 0.0309499 | val_loss: 0.0313486 | Time: 2867.82 ms [2020-12-18 00:23:17 main:581] : INFO : Epoch 1703 | loss: 0.0309565 | val_loss: 0.0313807 | Time: 2872.24 ms [2020-12-18 00:23:20 main:581] : INFO : Epoch 1704 | loss: 0.0309453 | val_loss: 0.0313972 | Time: 2870.96 ms [2020-12-18 00:23:23 main:581] : INFO : Epoch 1705 | loss: 0.0309828 | val_loss: 0.0313226 | Time: 2853.9 ms [2020-12-18 00:23:26 main:581] : INFO : Epoch 1706 | loss: 0.0309647 | val_loss: 0.0313697 | Time: 2863.42 ms [2020-12-18 00:23:28 main:581] : INFO : Epoch 1707 | loss: 0.030957 | val_loss: 0.0313404 | Time: 2887.97 ms [2020-12-18 00:23:31 main:581] : INFO : Epoch 1708 | loss: 0.0309517 | val_loss: 0.0313698 | Time: 2877.33 ms [2020-12-18 00:23:34 main:581] : INFO : Epoch 1709 | loss: 0.0309527 | val_loss: 0.0313991 | Time: 2873.81 ms [2020-12-18 00:23:37 main:581] : INFO : Epoch 1710 | loss: 0.0309446 | val_loss: 0.0313515 | Time: 2873.93 ms [2020-12-18 00:23:40 main:581] : INFO : Epoch 1711 | loss: 0.0309373 | val_loss: 0.0313807 | Time: 2870.74 ms [2020-12-18 00:23:43 main:581] : INFO : Epoch 1712 | loss: 0.0309424 | val_loss: 0.0313675 | Time: 2880.37 ms [2020-12-18 00:23:46 main:581] : INFO : Epoch 1713 | loss: 0.0309535 | val_loss: 0.0313549 | Time: 2874.72 ms [2020-12-18 00:23:49 main:581] : INFO : Epoch 1714 | loss: 0.0309474 | val_loss: 0.0313688 | Time: 2864.35 ms [2020-12-18 00:23:51 main:581] : INFO : Epoch 1715 | loss: 0.0309563 | val_loss: 0.0313472 | Time: 2872.99 ms [2020-12-18 00:23:54 main:581] : INFO : Epoch 1716 | loss: 0.0309527 | val_loss: 0.0313994 | Time: 2862.51 ms [2020-12-18 00:23:57 main:581] : INFO : Epoch 1717 | loss: 0.0309363 | val_loss: 0.0314013 | Time: 2865.23 ms [2020-12-18 00:24:00 main:581] : INFO : Epoch 1718 | loss: 0.0309492 | val_loss: 0.031369 | Time: 2916.82 ms [2020-12-18 00:24:03 main:581] : INFO : Epoch 1719 | loss: 0.0309493 | val_loss: 0.0313481 | Time: 2860.67 ms [2020-12-18 00:24:06 main:581] : INFO : Epoch 1720 | loss: 0.0309562 | val_loss: 0.031319 | Time: 2870.04 ms [2020-12-18 00:24:09 main:581] : INFO : Epoch 1721 | loss: 0.0309491 | val_loss: 0.0313743 | Time: 2870.43 ms [2020-12-18 00:24:12 main:581] : INFO : Epoch 1722 | loss: 0.0309498 | val_loss: 0.0313238 | Time: 2871.05 ms [2020-12-18 00:24:14 main:581] : INFO : Epoch 1723 | loss: 0.0309678 | val_loss: 0.0313691 | Time: 2863.14 ms [2020-12-18 00:24:17 main:581] : INFO : Epoch 1724 | loss: 0.0309493 | val_loss: 0.0313444 | Time: 2867.88 ms [2020-12-18 00:24:20 main:581] : INFO : Epoch 1725 | loss: 0.0309499 | val_loss: 0.0313648 | Time: 2862.98 ms [2020-12-18 00:24:23 main:581] : INFO : Epoch 1726 | loss: 0.0309433 | val_loss: 0.0313765 | Time: 2873.48 ms [2020-12-18 00:24:26 main:581] : INFO : Epoch 1727 | loss: 0.0309471 | val_loss: 0.0313972 | Time: 2865.16 ms [2020-12-18 00:24:29 main:581] : INFO : Epoch 1728 | loss: 0.0309455 | val_loss: 0.0313583 | Time: 2888.75 ms [2020-12-18 00:24:32 main:581] : INFO : Epoch 1729 | loss: 0.0309424 | val_loss: 0.0313668 | Time: 2872.77 ms [2020-12-18 00:24:35 main:581] : INFO : Epoch 1730 | loss: 0.030947 | val_loss: 0.0313797 | Time: 2873.29 ms [2020-12-18 00:24:37 main:581] : INFO : Epoch 1731 | loss: 0.0309489 | val_loss: 0.0313389 | Time: 2863.69 ms [2020-12-18 00:24:40 main:581] : INFO : Epoch 1732 | loss: 0.0309579 | val_loss: 0.031328 | Time: 2870.58 ms [2020-12-18 00:24:43 main:581] : INFO : Epoch 1733 | loss: 0.0309452 | val_loss: 0.0313541 | Time: 2873.09 ms [2020-12-18 00:24:46 main:581] : INFO : Epoch 1734 | loss: 0.0309577 | val_loss: 0.031382 | Time: 2873.49 ms [2020-12-18 00:24:49 main:581] : INFO : Epoch 1735 | loss: 0.0309489 | val_loss: 0.0313736 | Time: 2870.06 ms [2020-12-18 00:24:52 main:581] : INFO : Epoch 1736 | loss: 0.0309387 | val_loss: 0.0313651 | Time: 2874.08 ms [2020-12-18 00:24:55 main:581] : INFO : Epoch 1737 | loss: 0.0309501 | val_loss: 0.0313549 | Time: 2865.71 ms [2020-12-18 00:24:58 main:581] : INFO : Epoch 1738 | loss: 0.0309557 | val_loss: 0.0313392 | Time: 2878.05 ms [2020-12-18 00:25:00 main:581] : INFO : Epoch 1739 | loss: 0.0309501 | val_loss: 0.0313397 | Time: 2893.12 ms [2020-12-18 00:25:03 main:581] : INFO : Epoch 1740 | loss: 0.0309511 | val_loss: 0.0313165 | Time: 2876.48 ms [2020-12-18 00:25:06 main:581] : INFO : Epoch 1741 | loss: 0.0309685 | val_loss: 0.0313688 | Time: 2859.29 ms [2020-12-18 00:25:09 main:581] : INFO : Epoch 1742 | loss: 0.0309714 | val_loss: 0.0313659 | Time: 2872.78 ms [2020-12-18 00:25:12 main:581] : INFO : Epoch 1743 | loss: 0.0309503 | val_loss: 0.0313745 | Time: 2860.75 ms [2020-12-18 00:25:15 main:581] : INFO : Epoch 1744 | loss: 0.030949 | val_loss: 0.0313904 | Time: 2865.2 ms [2020-12-18 00:25:18 main:581] : INFO : Epoch 1745 | loss: 0.0309475 | val_loss: 0.0313524 | Time: 2872.03 ms [2020-12-18 00:25:20 main:581] : INFO : Epoch 1746 | loss: 0.0309485 | val_loss: 0.0314051 | Time: 2870.97 ms [2020-12-18 00:25:23 main:581] : INFO : Epoch 1747 | loss: 0.0309432 | val_loss: 0.031378 | Time: 2862.18 ms [2020-12-18 00:25:26 main:581] : INFO : Epoch 1748 | loss: 0.0309556 | val_loss: 0.0313951 | Time: 2863.24 ms [2020-12-18 00:25:29 main:581] : INFO : Epoch 1749 | loss: 0.0309472 | val_loss: 0.0313772 | Time: 2894.41 ms [2020-12-18 00:25:32 main:581] : INFO : Epoch 1750 | loss: 0.0309479 | val_loss: 0.0313645 | Time: 2871.27 ms [2020-12-18 00:25:35 main:581] : INFO : Epoch 1751 | loss: 0.0309442 | val_loss: 0.0313594 | Time: 2871.14 ms [2020-12-18 00:25:38 main:581] : INFO : Epoch 1752 | loss: 0.0309533 | val_loss: 0.0313556 | Time: 2872.27 ms [2020-12-18 00:25:41 main:581] : INFO : Epoch 1753 | loss: 0.0309616 | val_loss: 0.0313529 | Time: 2871.51 ms [2020-12-18 00:25:43 main:581] : INFO : Epoch 1754 | loss: 0.0309602 | val_loss: 0.0313908 | Time: 2871.87 ms [2020-12-18 00:25:46 main:581] : INFO : Epoch 1755 | loss: 0.0309507 | val_loss: 0.0313915 | Time: 2861.75 ms [2020-12-18 00:25:49 main:581] : INFO : Epoch 1756 | loss: 0.030959 | val_loss: 0.0313616 | Time: 2872.78 ms [2020-12-18 00:25:52 main:581] : INFO : Epoch 1757 | loss: 0.0309439 | val_loss: 0.0314074 | Time: 2862.11 ms [2020-12-18 00:25:55 main:581] : INFO : Epoch 1758 | loss: 0.0309471 | val_loss: 0.0314019 | Time: 2860.02 ms [2020-12-18 00:25:58 main:581] : INFO : Epoch 1759 | loss: 0.0309401 | val_loss: 0.0313482 | Time: 2884.39 ms [2020-12-18 00:26:01 main:581] : INFO : Epoch 1760 | loss: 0.0309441 | val_loss: 0.0313523 | Time: 2893.99 ms [2020-12-18 00:26:04 main:581] : INFO : Epoch 1761 | loss: 0.0309502 | val_loss: 0.031338 | Time: 2870.5 ms [2020-12-18 00:26:06 main:581] : INFO : Epoch 1762 | loss: 0.0309555 | val_loss: 0.0313239 | Time: 2857.36 ms [2020-12-18 00:26:09 main:581] : INFO : Epoch 1763 | loss: 0.0309497 | val_loss: 0.0313706 | Time: 2868.35 ms [2020-12-18 00:26:12 main:581] : INFO : Epoch 1764 | loss: 0.0309359 | val_loss: 0.0313591 | Time: 2874.1 ms [2020-12-18 00:26:15 main:581] : INFO : Epoch 1765 | loss: 0.0309444 | val_loss: 0.0313549 | Time: 2868 ms [2020-12-18 00:26:18 main:581] : INFO : Epoch 1766 | loss: 0.0309517 | val_loss: 0.0313214 | Time: 2878.68 ms [2020-12-18 00:26:21 main:581] : INFO : Epoch 1767 | loss: 0.0309623 | val_loss: 0.0313956 | Time: 2878.78 ms [2020-12-18 00:26:24 main:581] : INFO : Epoch 1768 | loss: 0.0309517 | val_loss: 0.0313262 | Time: 2874.46 ms [2020-12-18 00:26:27 main:581] : INFO : Epoch 1769 | loss: 0.0309425 | val_loss: 0.0313721 | Time: 2870.84 ms [2020-12-18 00:26:29 main:581] : INFO : Epoch 1770 | loss: 0.0309498 | val_loss: 0.0313869 | Time: 2897.99 ms [2020-12-18 00:26:32 main:581] : INFO : Epoch 1771 | loss: 0.0309609 | val_loss: 0.0313438 | Time: 2877.27 ms [2020-12-18 00:26:35 main:581] : INFO : Epoch 1772 | loss: 0.0309409 | val_loss: 0.0313511 | Time: 2867.79 ms [2020-12-18 00:26:38 main:581] : INFO : Epoch 1773 | loss: 0.0309441 | val_loss: 0.0313802 | Time: 2864.6 ms [2020-12-18 00:26:41 main:581] : INFO : Epoch 1774 | loss: 0.0309503 | val_loss: 0.0313368 | Time: 2877.58 ms [2020-12-18 00:26:44 main:581] : INFO : Epoch 1775 | loss: 0.0309603 | val_loss: 0.0313553 | Time: 2868.68 ms [2020-12-18 00:26:47 main:581] : INFO : Epoch 1776 | loss: 0.0309448 | val_loss: 0.0313375 | Time: 2874.53 ms [2020-12-18 00:26:50 main:581] : INFO : Epoch 1777 | loss: 0.030947 | val_loss: 0.0313707 | Time: 2870.07 ms [2020-12-18 00:26:52 main:581] : INFO : Epoch 1778 | loss: 0.0309505 | val_loss: 0.0313526 | Time: 2873.32 ms [2020-12-18 00:26:55 main:581] : INFO : Epoch 1779 | loss: 0.0309537 | val_loss: 0.0313558 | Time: 2866.12 ms [2020-12-18 00:26:58 main:581] : INFO : Epoch 1780 | loss: 0.0309443 | val_loss: 0.0313632 | Time: 2893.55 ms [2020-12-18 00:27:01 main:581] : INFO : Epoch 1781 | loss: 0.0309377 | val_loss: 0.0313919 | Time: 2884.66 ms [2020-12-18 00:27:04 main:581] : INFO : Epoch 1782 | loss: 0.0309433 | val_loss: 0.0313586 | Time: 2871.65 ms [2020-12-18 00:27:07 main:581] : INFO : Epoch 1783 | loss: 0.0309418 | val_loss: 0.0313555 | Time: 2874.95 ms [2020-12-18 00:27:10 main:581] : INFO : Epoch 1784 | loss: 0.0309518 | val_loss: 0.0313318 | Time: 2872.19 ms [2020-12-18 00:27:13 main:581] : INFO : Epoch 1785 | loss: 0.0309609 | val_loss: 0.0313699 | Time: 2870.05 ms [2020-12-18 00:27:15 main:581] : INFO : Epoch 1786 | loss: 0.0309549 | val_loss: 0.0313452 | Time: 2865.03 ms [2020-12-18 00:27:18 main:581] : INFO : Epoch 1787 | loss: 0.0309425 | val_loss: 0.0313502 | Time: 2876.54 ms [2020-12-18 00:27:21 main:581] : INFO : Epoch 1788 | loss: 0.0309381 | val_loss: 0.0313543 | Time: 2871.97 ms [2020-12-18 00:27:24 main:581] : INFO : Epoch 1789 | loss: 0.0309489 | val_loss: 0.0313717 | Time: 2868.85 ms [2020-12-18 00:27:27 main:581] : INFO : Epoch 1790 | loss: 0.0309454 | val_loss: 0.0313829 | Time: 2869.73 ms [2020-12-18 00:27:30 main:581] : INFO : Epoch 1791 | loss: 0.0309446 | val_loss: 0.0314002 | Time: 2892.93 ms [2020-12-18 00:27:33 main:581] : INFO : Epoch 1792 | loss: 0.0309479 | val_loss: 0.0313932 | Time: 2861.31 ms [2020-12-18 00:27:36 main:581] : INFO : Epoch 1793 | loss: 0.0309414 | val_loss: 0.0313961 | Time: 2870.48 ms [2020-12-18 00:27:38 main:581] : INFO : Epoch 1794 | loss: 0.0309407 | val_loss: 0.0313505 | Time: 2870.32 ms [2020-12-18 00:27:41 main:581] : INFO : Epoch 1795 | loss: 0.0309579 | val_loss: 0.0313521 | Time: 2872.08 ms [2020-12-18 00:27:44 main:581] : INFO : Epoch 1796 | loss: 0.0309476 | val_loss: 0.031396 | Time: 2867.94 ms [2020-12-18 00:27:47 main:581] : INFO : Epoch 1797 | loss: 0.0309499 | val_loss: 0.0313629 | Time: 2871.87 ms [2020-12-18 00:27:50 main:581] : INFO : Epoch 1798 | loss: 0.0309467 | val_loss: 0.0313443 | Time: 2877.58 ms [2020-12-18 00:27:53 main:581] : INFO : Epoch 1799 | loss: 0.0309407 | val_loss: 0.0313665 | Time: 2863.01 ms [2020-12-18 00:27:56 main:581] : INFO : Epoch 1800 | loss: 0.0309357 | val_loss: 0.0313653 | Time: 2872.09 ms [2020-12-18 00:27:59 main:581] : INFO : Epoch 1801 | loss: 0.0309582 | val_loss: 0.0313716 | Time: 2897.31 ms [2020-12-18 00:28:01 main:581] : INFO : Epoch 1802 | loss: 0.0309518 | val_loss: 0.0313451 | Time: 2887.53 ms [2020-12-18 00:28:04 main:581] : INFO : Epoch 1803 | loss: 0.0309371 | val_loss: 0.0313476 | Time: 2861.29 ms [2020-12-18 00:28:07 main:581] : INFO : Epoch 1804 | loss: 0.0309486 | val_loss: 0.0313799 | Time: 2873.46 ms [2020-12-18 00:28:10 main:581] : INFO : Epoch 1805 | loss: 0.0309451 | val_loss: 0.0313845 | Time: 2877.88 ms [2020-12-18 00:28:13 main:581] : INFO : Epoch 1806 | loss: 0.03094 | val_loss: 0.0313819 | Time: 2879.08 ms [2020-12-18 00:28:16 main:581] : INFO : Epoch 1807 | loss: 0.0309442 | val_loss: 0.031372 | Time: 2873.5 ms [2020-12-18 00:28:19 main:581] : INFO : Epoch 1808 | loss: 0.0309486 | val_loss: 0.0313699 | Time: 2873.88 ms [2020-12-18 00:28:22 main:581] : INFO : Epoch 1809 | loss: 0.0309461 | val_loss: 0.0313513 | Time: 2865.34 ms [2020-12-18 00:28:24 main:581] : INFO : Epoch 1810 | loss: 0.0309399 | val_loss: 0.0313851 | Time: 2866.58 ms [2020-12-18 00:28:27 main:581] : INFO : Epoch 1811 | loss: 0.0309413 | val_loss: 0.0313737 | Time: 2876.33 ms [2020-12-18 00:28:30 main:581] : INFO : Epoch 1812 | loss: 0.0309453 | val_loss: 0.0313489 | Time: 2897.29 ms [2020-12-18 00:28:33 main:581] : INFO : Epoch 1813 | loss: 0.0309591 | val_loss: 0.0313869 | Time: 2870.5 ms [2020-12-18 00:28:36 main:581] : INFO : Epoch 1814 | loss: 0.030956 | val_loss: 0.0313334 | Time: 2868.33 ms [2020-12-18 00:28:39 main:581] : INFO : Epoch 1815 | loss: 0.0309545 | val_loss: 0.0313339 | Time: 2871 ms [2020-12-18 00:28:42 main:581] : INFO : Epoch 1816 | loss: 0.0309515 | val_loss: 0.0313433 | Time: 2863.39 ms [2020-12-18 00:28:45 main:581] : INFO : Epoch 1817 | loss: 0.0309504 | val_loss: 0.0313271 | Time: 2877.63 ms [2020-12-18 00:28:47 main:581] : INFO : Epoch 1818 | loss: 0.0309794 | val_loss: 0.0313776 | Time: 2876.06 ms [2020-12-18 00:28:50 main:581] : INFO : Epoch 1819 | loss: 0.0309562 | val_loss: 0.0313562 | Time: 2877.17 ms [2020-12-18 00:28:53 main:581] : INFO : Epoch 1820 | loss: 0.0309517 | val_loss: 0.0313204 | Time: 2876.02 ms [2020-12-18 00:28:56 main:581] : INFO : Epoch 1821 | loss: 0.0309432 | val_loss: 0.0313554 | Time: 2871.53 ms [2020-12-18 00:28:59 main:581] : INFO : Epoch 1822 | loss: 0.0309415 | val_loss: 0.0313757 | Time: 2893.1 ms [2020-12-18 00:29:02 main:581] : INFO : Epoch 1823 | loss: 0.0309419 | val_loss: 0.0313523 | Time: 2892.44 ms [2020-12-18 00:29:05 main:581] : INFO : Epoch 1824 | loss: 0.030967 | val_loss: 0.0313313 | Time: 2875.46 ms [2020-12-18 00:29:08 main:581] : INFO : Epoch 1825 | loss: 0.030962 | val_loss: 0.0313451 | Time: 2862.85 ms [2020-12-18 00:29:10 main:581] : INFO : Epoch 1826 | loss: 0.0309478 | val_loss: 0.0313507 | Time: 2867.3 ms [2020-12-18 00:29:13 main:581] : INFO : Epoch 1827 | loss: 0.0309506 | val_loss: 0.0313813 | Time: 2862.94 ms [2020-12-18 00:29:16 main:581] : INFO : Epoch 1828 | loss: 0.0309426 | val_loss: 0.0313712 | Time: 2873.13 ms [2020-12-18 00:29:19 main:581] : INFO : Epoch 1829 | loss: 0.0309381 | val_loss: 0.0313794 | Time: 2858.01 ms [2020-12-18 00:29:22 main:581] : INFO : Epoch 1830 | loss: 0.0309388 | val_loss: 0.0314164 | Time: 2874.26 ms [2020-12-18 00:29:25 main:581] : INFO : Epoch 1831 | loss: 0.0309444 | val_loss: 0.0313654 | Time: 2867.67 ms [2020-12-18 00:29:28 main:581] : INFO : Epoch 1832 | loss: 0.0309371 | val_loss: 0.0313882 | Time: 2872.56 ms [2020-12-18 00:29:31 main:581] : INFO : Epoch 1833 | loss: 0.0309466 | val_loss: 0.0313507 | Time: 2870.74 ms [2020-12-18 00:29:33 main:581] : INFO : Epoch 1834 | loss: 0.0309412 | val_loss: 0.0313953 | Time: 2870.15 ms [2020-12-18 00:29:36 main:581] : INFO : Epoch 1835 | loss: 0.0309359 | val_loss: 0.0313839 | Time: 2862.92 ms [2020-12-18 00:29:39 main:581] : INFO : Epoch 1836 | loss: 0.0309407 | val_loss: 0.0313368 | Time: 2867.99 ms [2020-12-18 00:29:42 main:581] : INFO : Epoch 1837 | loss: 0.0309382 | val_loss: 0.0313402 | Time: 2874.12 ms [2020-12-18 00:29:45 main:581] : INFO : Epoch 1838 | loss: 0.0309449 | val_loss: 0.0313627 | Time: 2878.39 ms [2020-12-18 00:29:48 main:581] : INFO : Epoch 1839 | loss: 0.0309445 | val_loss: 0.0314162 | Time: 2877.94 ms [2020-12-18 00:29:51 main:581] : INFO : Epoch 1840 | loss: 0.0309561 | val_loss: 0.0313881 | Time: 2870.61 ms [2020-12-18 00:29:53 main:581] : INFO : Epoch 1841 | loss: 0.0309495 | val_loss: 0.0313634 | Time: 2866.68 ms [2020-12-18 00:29:56 main:581] : INFO : Epoch 1842 | loss: 0.030944 | val_loss: 0.0313665 | Time: 2871.39 ms [2020-12-18 00:29:59 main:581] : INFO : Epoch 1843 | loss: 0.0309435 | val_loss: 0.0313871 | Time: 2886.41 ms [2020-12-18 00:30:02 main:581] : INFO : Epoch 1844 | loss: 0.0309426 | val_loss: 0.0313473 | Time: 2889.53 ms [2020-12-18 00:30:05 main:581] : INFO : Epoch 1845 | loss: 0.0309528 | val_loss: 0.0313612 | Time: 2876.07 ms [2020-12-18 00:30:08 main:581] : INFO : Epoch 1846 | loss: 0.0309391 | val_loss: 0.0313894 | Time: 2864.7 ms [2020-12-18 00:30:11 main:581] : INFO : Epoch 1847 | loss: 0.0309454 | val_loss: 0.0313812 | Time: 2868.03 ms [2020-12-18 00:30:14 main:581] : INFO : Epoch 1848 | loss: 0.0309555 | val_loss: 0.0313223 | Time: 2865.33 ms [2020-12-18 00:30:16 main:581] : INFO : Epoch 1849 | loss: 0.0310451 | val_loss: 0.0312602 | Time: 2871.51 ms [2020-12-18 00:30:19 main:581] : INFO : Epoch 1850 | loss: 0.0310631 | val_loss: 0.03134 | Time: 2874.77 ms [2020-12-18 00:30:22 main:581] : INFO : Epoch 1851 | loss: 0.0309947 | val_loss: 0.0313927 | Time: 2864.27 ms [2020-12-18 00:30:25 main:581] : INFO : Epoch 1852 | loss: 0.0309673 | val_loss: 0.0313292 | Time: 2872.34 ms [2020-12-18 00:30:28 main:581] : INFO : Epoch 1853 | loss: 0.0309454 | val_loss: 0.0313638 | Time: 2897.56 ms [2020-12-18 00:30:31 main:581] : INFO : Epoch 1854 | loss: 0.0309391 | val_loss: 0.0313608 | Time: 2871.36 ms [2020-12-18 00:30:34 main:581] : INFO : Epoch 1855 | loss: 0.0309699 | val_loss: 0.0313396 | Time: 2866.83 ms [2020-12-18 00:30:37 main:581] : INFO : Epoch 1856 | loss: 0.0309673 | val_loss: 0.0313658 | Time: 2875.28 ms [2020-12-18 00:30:39 main:581] : INFO : Epoch 1857 | loss: 0.0309467 | val_loss: 0.0313375 | Time: 2875.51 ms [2020-12-18 00:30:42 main:581] : INFO : Epoch 1858 | loss: 0.0309516 | val_loss: 0.0313573 | Time: 2874.44 ms [2020-12-18 00:30:45 main:581] : INFO : Epoch 1859 | loss: 0.0309546 | val_loss: 0.0313137 | Time: 2871.67 ms [2020-12-18 00:30:48 main:581] : INFO : Epoch 1860 | loss: 0.0309772 | val_loss: 0.0313798 | Time: 2871.39 ms [2020-12-18 00:30:51 main:581] : INFO : Epoch 1861 | loss: 0.0309592 | val_loss: 0.031368 | Time: 2867.28 ms [2020-12-18 00:30:54 main:581] : INFO : Epoch 1862 | loss: 0.0309507 | val_loss: 0.0313409 | Time: 2868.83 ms [2020-12-18 00:30:57 main:581] : INFO : Epoch 1863 | loss: 0.0309386 | val_loss: 0.0313544 | Time: 2871.76 ms [2020-12-18 00:31:00 main:581] : INFO : Epoch 1864 | loss: 0.0309363 | val_loss: 0.0313482 | Time: 2895.98 ms [2020-12-18 00:31:02 main:581] : INFO : Epoch 1865 | loss: 0.0309383 | val_loss: 0.0313818 | Time: 2875.19 ms [2020-12-18 00:31:05 main:581] : INFO : Epoch 1866 | loss: 0.030962 | val_loss: 0.0313033 | Time: 2869.86 ms [2020-12-18 00:31:08 main:581] : INFO : Epoch 1867 | loss: 0.0310121 | val_loss: 0.0313267 | Time: 2869.15 ms [2020-12-18 00:31:11 main:581] : INFO : Epoch 1868 | loss: 0.0309674 | val_loss: 0.0313448 | Time: 2864.2 ms [2020-12-18 00:31:14 main:581] : INFO : Epoch 1869 | loss: 0.0309525 | val_loss: 0.0313932 | Time: 2873.93 ms [2020-12-18 00:31:17 main:581] : INFO : Epoch 1870 | loss: 0.0309601 | val_loss: 0.0314075 | Time: 2874.57 ms [2020-12-18 00:31:20 main:581] : INFO : Epoch 1871 | loss: 0.0309574 | val_loss: 0.0313989 | Time: 2873.09 ms [2020-12-18 00:31:23 main:581] : INFO : Epoch 1872 | loss: 0.0309431 | val_loss: 0.031361 | Time: 2858.17 ms [2020-12-18 00:31:25 main:581] : INFO : Epoch 1873 | loss: 0.0309431 | val_loss: 0.0313394 | Time: 2872.29 ms [2020-12-18 00:31:28 main:581] : INFO : Epoch 1874 | loss: 0.0309618 | val_loss: 0.031293 | Time: 2893.57 ms [2020-12-18 00:31:31 main:581] : INFO : Epoch 1875 | loss: 0.0309741 | val_loss: 0.0313744 | Time: 2863.59 ms [2020-12-18 00:31:34 main:581] : INFO : Epoch 1876 | loss: 0.03095 | val_loss: 0.0313837 | Time: 2868.32 ms [2020-12-18 00:31:37 main:581] : INFO : Epoch 1877 | loss: 0.0309541 | val_loss: 0.0313476 | Time: 2873.49 ms [2020-12-18 00:31:40 main:581] : INFO : Epoch 1878 | loss: 0.030942 | val_loss: 0.0313604 | Time: 2873.3 ms [2020-12-18 00:31:43 main:581] : INFO : Epoch 1879 | loss: 0.0309426 | val_loss: 0.0313614 | Time: 2871.28 ms [2020-12-18 00:31:46 main:581] : INFO : Epoch 1880 | loss: 0.0309471 | val_loss: 0.0313898 | Time: 2869.81 ms [2020-12-18 00:31:48 main:581] : INFO : Epoch 1881 | loss: 0.0309368 | val_loss: 0.031395 | Time: 2870.13 ms [2020-12-18 00:31:51 main:581] : INFO : Epoch 1882 | loss: 0.030948 | val_loss: 0.0313582 | Time: 2875.31 ms [2020-12-18 00:31:54 main:581] : INFO : Epoch 1883 | loss: 0.0309546 | val_loss: 0.0313265 | Time: 2863.36 ms [2020-12-18 00:31:57 main:581] : INFO : Epoch 1884 | loss: 0.0309493 | val_loss: 0.0313636 | Time: 2864.38 ms [2020-12-18 00:32:00 main:581] : INFO : Epoch 1885 | loss: 0.0309481 | val_loss: 0.0313172 | Time: 2911.42 ms [2020-12-18 00:32:03 main:581] : INFO : Epoch 1886 | loss: 0.0309507 | val_loss: 0.0313664 | Time: 2873.71 ms [2020-12-18 00:32:06 main:581] : INFO : Epoch 1887 | loss: 0.0309591 | val_loss: 0.0313576 | Time: 2869.54 ms [2020-12-18 00:32:09 main:581] : INFO : Epoch 1888 | loss: 0.0309588 | val_loss: 0.0313647 | Time: 2861.81 ms [2020-12-18 00:32:11 main:581] : INFO : Epoch 1889 | loss: 0.0309542 | val_loss: 0.0313726 | Time: 2864.26 ms [2020-12-18 00:32:14 main:581] : INFO : Epoch 1890 | loss: 0.0309452 | val_loss: 0.0313568 | Time: 2864.18 ms [2020-12-18 00:32:17 main:581] : INFO : Epoch 1891 | loss: 0.030938 | val_loss: 0.0313775 | Time: 2862.29 ms [2020-12-18 00:32:20 main:581] : INFO : Epoch 1892 | loss: 0.0309401 | val_loss: 0.0313687 | Time: 2864.84 ms [2020-12-18 00:32:23 main:581] : INFO : Epoch 1893 | loss: 0.0309521 | val_loss: 0.0314004 | Time: 2874.38 ms [2020-12-18 00:32:26 main:581] : INFO : Epoch 1894 | loss: 0.0309515 | val_loss: 0.0313149 | Time: 2872.06 ms [2020-12-18 00:32:29 main:581] : INFO : Epoch 1895 | loss: 0.0309591 | val_loss: 0.0313373 | Time: 2899.66 ms [2020-12-18 00:32:32 main:581] : INFO : Epoch 1896 | loss: 0.0309468 | val_loss: 0.0313378 | Time: 2870.85 ms [2020-12-18 00:32:34 main:581] : INFO : Epoch 1897 | loss: 0.0309493 | val_loss: 0.0313747 | Time: 2873.69 ms [2020-12-18 00:32:37 main:581] : INFO : Epoch 1898 | loss: 0.0309408 | val_loss: 0.0313738 | Time: 2862.58 ms [2020-12-18 00:32:40 main:581] : INFO : Epoch 1899 | loss: 0.030951 | val_loss: 0.031344 | Time: 2865.92 ms [2020-12-18 00:32:43 main:581] : INFO : Epoch 1900 | loss: 0.0309564 | val_loss: 0.0313299 | Time: 2871.92 ms [2020-12-18 00:32:46 main:581] : INFO : Epoch 1901 | loss: 0.0309871 | val_loss: 0.0313989 | Time: 2871.6 ms [2020-12-18 00:32:49 main:581] : INFO : Epoch 1902 | loss: 0.0309661 | val_loss: 0.0313327 | Time: 2871.84 ms [2020-12-18 00:32:52 main:581] : INFO : Epoch 1903 | loss: 0.030947 | val_loss: 0.0313364 | Time: 2867.76 ms [2020-12-18 00:32:54 main:581] : INFO : Epoch 1904 | loss: 0.0309537 | val_loss: 0.0313806 | Time: 2864.94 ms [2020-12-18 00:32:57 main:581] : INFO : Epoch 1905 | loss: 0.0309476 | val_loss: 0.03137 | Time: 2864.61 ms [2020-12-18 00:33:00 main:581] : INFO : Epoch 1906 | loss: 0.0309599 | val_loss: 0.031401 | Time: 2909.14 ms [2020-12-18 00:33:03 main:581] : INFO : Epoch 1907 | loss: 0.0309495 | val_loss: 0.0313519 | Time: 2873.42 ms [2020-12-18 00:33:06 main:581] : INFO : Epoch 1908 | loss: 0.0309454 | val_loss: 0.0313627 | Time: 2868.4 ms [2020-12-18 00:33:09 main:581] : INFO : Epoch 1909 | loss: 0.0309498 | val_loss: 0.0313604 | Time: 2871.68 ms [2020-12-18 00:33:12 main:581] : INFO : Epoch 1910 | loss: 0.0309506 | val_loss: 0.0313391 | Time: 2875.53 ms [2020-12-18 00:33:15 main:581] : INFO : Epoch 1911 | loss: 0.0309646 | val_loss: 0.0313267 | Time: 2876.53 ms [2020-12-18 00:33:18 main:581] : INFO : Epoch 1912 | loss: 0.0309605 | val_loss: 0.0313383 | Time: 2872.64 ms [2020-12-18 00:33:20 main:581] : INFO : Epoch 1913 | loss: 0.0309506 | val_loss: 0.0314004 | Time: 2865.84 ms [2020-12-18 00:33:23 main:581] : INFO : Epoch 1914 | loss: 0.0309419 | val_loss: 0.0314136 | Time: 2867.18 ms [2020-12-18 00:33:26 main:581] : INFO : Epoch 1915 | loss: 0.0309501 | val_loss: 0.0313632 | Time: 2873.15 ms [2020-12-18 00:33:29 main:581] : INFO : Epoch 1916 | loss: 0.0309491 | val_loss: 0.0313681 | Time: 2893.51 ms [2020-12-18 00:33:32 main:581] : INFO : Epoch 1917 | loss: 0.030945 | val_loss: 0.0313697 | Time: 2859.58 ms [2020-12-18 00:33:35 main:581] : INFO : Epoch 1918 | loss: 0.0309351 | val_loss: 0.0313827 | Time: 2876.5 ms [2020-12-18 00:33:38 main:581] : INFO : Epoch 1919 | loss: 0.0309327 | val_loss: 0.0314175 | Time: 2874.46 ms [2020-12-18 00:33:40 main:581] : INFO : Epoch 1920 | loss: 0.0309497 | val_loss: 0.0313554 | Time: 2865.61 ms [2020-12-18 00:33:43 main:581] : INFO : Epoch 1921 | loss: 0.0309397 | val_loss: 0.0314057 | Time: 2857.3 ms [2020-12-18 00:33:46 main:581] : INFO : Epoch 1922 | loss: 0.0309346 | val_loss: 0.031406 | Time: 2874.74 ms [2020-12-18 00:33:49 main:581] : INFO : Epoch 1923 | loss: 0.0309418 | val_loss: 0.0313544 | Time: 2873.72 ms [2020-12-18 00:33:52 main:581] : INFO : Epoch 1924 | loss: 0.0309482 | val_loss: 0.0313331 | Time: 2869.28 ms [2020-12-18 00:33:55 main:581] : INFO : Epoch 1925 | loss: 0.0309497 | val_loss: 0.0313882 | Time: 2879.9 ms [2020-12-18 00:33:58 main:581] : INFO : Epoch 1926 | loss: 0.0309403 | val_loss: 0.0313616 | Time: 2885.26 ms [2020-12-18 00:34:01 main:581] : INFO : Epoch 1927 | loss: 0.0309427 | val_loss: 0.0313148 | Time: 2894.9 ms [2020-12-18 00:34:04 main:581] : INFO : Epoch 1928 | loss: 0.0309352 | val_loss: 0.0313655 | Time: 2871.44 ms [2020-12-18 00:34:06 main:581] : INFO : Epoch 1929 | loss: 0.0309327 | val_loss: 0.0313663 | Time: 2866.08 ms [2020-12-18 00:34:09 main:581] : INFO : Epoch 1930 | loss: 0.0309773 | val_loss: 0.0313583 | Time: 2869.67 ms [2020-12-18 00:34:12 main:581] : INFO : Epoch 1931 | loss: 0.0309815 | val_loss: 0.0313705 | Time: 2865.62 ms [2020-12-18 00:34:15 main:581] : INFO : Epoch 1932 | loss: 0.0309565 | val_loss: 0.0312992 | Time: 2869.09 ms [2020-12-18 00:34:18 main:581] : INFO : Epoch 1933 | loss: 0.0309651 | val_loss: 0.0313598 | Time: 2863.88 ms [2020-12-18 00:34:21 main:581] : INFO : Epoch 1934 | loss: 0.0309471 | val_loss: 0.0313903 | Time: 2869.6 ms [2020-12-18 00:34:24 main:581] : INFO : Epoch 1935 | loss: 0.0309407 | val_loss: 0.0313818 | Time: 2875.26 ms [2020-12-18 00:34:26 main:581] : INFO : Epoch 1936 | loss: 0.0309471 | val_loss: 0.0313525 | Time: 2870.1 ms [2020-12-18 00:34:29 main:581] : INFO : Epoch 1937 | loss: 0.0309404 | val_loss: 0.031344 | Time: 2889.49 ms [2020-12-18 00:34:32 main:581] : INFO : Epoch 1938 | loss: 0.0309368 | val_loss: 0.0313513 | Time: 2865.53 ms [2020-12-18 00:34:35 main:581] : INFO : Epoch 1939 | loss: 0.0309588 | val_loss: 0.0313373 | Time: 2865.99 ms [2020-12-18 00:34:38 main:581] : INFO : Epoch 1940 | loss: 0.0309579 | val_loss: 0.0313796 | Time: 2868.66 ms [2020-12-18 00:34:41 main:581] : INFO : Epoch 1941 | loss: 0.0309411 | val_loss: 0.0313455 | Time: 2875.64 ms [2020-12-18 00:34:44 main:581] : INFO : Epoch 1942 | loss: 0.0309418 | val_loss: 0.0313669 | Time: 2874.42 ms [2020-12-18 00:34:47 main:581] : INFO : Epoch 1943 | loss: 0.0309674 | val_loss: 0.0313774 | Time: 2867.71 ms [2020-12-18 00:34:49 main:581] : INFO : Epoch 1944 | loss: 0.0309617 | val_loss: 0.0313981 | Time: 2870.29 ms [2020-12-18 00:34:52 main:581] : INFO : Epoch 1945 | loss: 0.030946 | val_loss: 0.0313559 | Time: 2873.57 ms [2020-12-18 00:34:55 main:581] : INFO : Epoch 1946 | loss: 0.0309563 | val_loss: 0.0313813 | Time: 2872.85 ms [2020-12-18 00:34:58 main:581] : INFO : Epoch 1947 | loss: 0.0309525 | val_loss: 0.0313382 | Time: 2899.19 ms [2020-12-18 00:35:01 main:581] : INFO : Epoch 1948 | loss: 0.0309525 | val_loss: 0.031349 | Time: 2899.54 ms [2020-12-18 00:35:04 main:581] : INFO : Epoch 1949 | loss: 0.0309405 | val_loss: 0.031378 | Time: 2863.79 ms [2020-12-18 00:35:07 main:581] : INFO : Epoch 1950 | loss: 0.0309438 | val_loss: 0.0313323 | Time: 2875.24 ms [2020-12-18 00:35:10 main:581] : INFO : Epoch 1951 | loss: 0.0309481 | val_loss: 0.0313385 | Time: 2866.23 ms [2020-12-18 00:35:12 main:581] : INFO : Epoch 1952 | loss: 0.0309438 | val_loss: 0.0313797 | Time: 2871.86 ms [2020-12-18 00:35:15 main:581] : INFO : Epoch 1953 | loss: 0.0309329 | val_loss: 0.0313573 | Time: 2872.71 ms [2020-12-18 00:35:18 main:581] : INFO : Epoch 1954 | loss: 0.0309363 | val_loss: 0.0313999 | Time: 2868.69 ms [2020-12-18 00:35:21 main:581] : INFO : Epoch 1955 | loss: 0.0309474 | val_loss: 0.0313303 | Time: 2859.77 ms [2020-12-18 00:35:24 main:581] : INFO : Epoch 1956 | loss: 0.0309553 | val_loss: 0.0313742 | Time: 2865.7 ms [2020-12-18 00:35:27 main:581] : INFO : Epoch 1957 | loss: 0.0309466 | val_loss: 0.0313802 | Time: 2865.72 ms [2020-12-18 00:35:30 main:581] : INFO : Epoch 1958 | loss: 0.030935 | val_loss: 0.0313665 | Time: 2893.92 ms [2020-12-18 00:35:33 main:581] : INFO : Epoch 1959 | loss: 0.0309465 | val_loss: 0.0313207 | Time: 2871.16 ms [2020-12-18 00:35:35 main:581] : INFO : Epoch 1960 | loss: 0.0309651 | val_loss: 0.0313975 | Time: 2873.82 ms [2020-12-18 00:35:38 main:581] : INFO : Epoch 1961 | loss: 0.0309628 | val_loss: 0.0313643 | Time: 2875.26 ms [2020-12-18 00:35:41 main:581] : INFO : Epoch 1962 | loss: 0.0309653 | val_loss: 0.0314255 | Time: 2870.54 ms [2020-12-18 00:35:44 main:581] : INFO : Epoch 1963 | loss: 0.0309583 | val_loss: 0.0313987 | Time: 2859.6 ms [2020-12-18 00:35:47 main:581] : INFO : Epoch 1964 | loss: 0.0309559 | val_loss: 0.031355 | Time: 2875.62 ms [2020-12-18 00:35:50 main:581] : INFO : Epoch 1965 | loss: 0.0309595 | val_loss: 0.0313467 | Time: 2875.34 ms [2020-12-18 00:35:53 main:581] : INFO : Epoch 1966 | loss: 0.0309492 | val_loss: 0.0313712 | Time: 2873.07 ms [2020-12-18 00:35:56 main:581] : INFO : Epoch 1967 | loss: 0.0309462 | val_loss: 0.0313494 | Time: 2869.76 ms [2020-12-18 00:35:58 main:581] : INFO : Epoch 1968 | loss: 0.030958 | val_loss: 0.031336 | Time: 2876.19 ms [2020-12-18 00:36:01 main:581] : INFO : Epoch 1969 | loss: 0.0309364 | val_loss: 0.0313619 | Time: 2890.62 ms [2020-12-18 00:36:04 main:581] : INFO : Epoch 1970 | loss: 0.0309517 | val_loss: 0.0313763 | Time: 2870.11 ms [2020-12-18 00:36:07 main:581] : INFO : Epoch 1971 | loss: 0.0309419 | val_loss: 0.0313733 | Time: 2871.27 ms [2020-12-18 00:36:10 main:581] : INFO : Epoch 1972 | loss: 0.0309471 | val_loss: 0.031339 | Time: 2872.93 ms [2020-12-18 00:36:13 main:581] : INFO : Epoch 1973 | loss: 0.0309876 | val_loss: 0.0313751 | Time: 2862.95 ms [2020-12-18 00:36:16 main:581] : INFO : Epoch 1974 | loss: 0.0309677 | val_loss: 0.0313155 | Time: 2868.07 ms [2020-12-18 00:36:19 main:581] : INFO : Epoch 1975 | loss: 0.0309683 | val_loss: 0.0313557 | Time: 2868.91 ms [2020-12-18 00:36:21 main:581] : INFO : Epoch 1976 | loss: 0.0309586 | val_loss: 0.0313593 | Time: 2865.96 ms [2020-12-18 00:36:24 main:581] : INFO : Epoch 1977 | loss: 0.0309531 | val_loss: 0.0313185 | Time: 2868.41 ms [2020-12-18 00:36:27 main:581] : INFO : Epoch 1978 | loss: 0.0309459 | val_loss: 0.0313729 | Time: 2869.27 ms [2020-12-18 00:36:30 main:581] : INFO : Epoch 1979 | loss: 0.030944 | val_loss: 0.0313918 | Time: 2897.33 ms [2020-12-18 00:36:33 main:581] : INFO : Epoch 1980 | loss: 0.0309452 | val_loss: 0.0313708 | Time: 2866.14 ms [2020-12-18 00:36:36 main:581] : INFO : Epoch 1981 | loss: 0.0309465 | val_loss: 0.0313623 | Time: 2857.48 ms [2020-12-18 00:36:39 main:581] : INFO : Epoch 1982 | loss: 0.0309353 | val_loss: 0.0313708 | Time: 2871.5 ms [2020-12-18 00:36:42 main:581] : INFO : Epoch 1983 | loss: 0.0309567 | val_loss: 0.0313267 | Time: 2877.26 ms [2020-12-18 00:36:44 main:581] : INFO : Epoch 1984 | loss: 0.0309542 | val_loss: 0.0313671 | Time: 2869.52 ms [2020-12-18 00:36:47 main:581] : INFO : Epoch 1985 | loss: 0.0309467 | val_loss: 0.0313741 | Time: 2877.97 ms [2020-12-18 00:36:50 main:581] : INFO : Epoch 1986 | loss: 0.0309387 | val_loss: 0.0313775 | Time: 2865.9 ms [2020-12-18 00:36:53 main:581] : INFO : Epoch 1987 | loss: 0.0309408 | val_loss: 0.0313877 | Time: 2872.25 ms [2020-12-18 00:36:56 main:581] : INFO : Epoch 1988 | loss: 0.0309367 | val_loss: 0.0313723 | Time: 2870.44 ms [2020-12-18 00:36:59 main:581] : INFO : Epoch 1989 | loss: 0.0309399 | val_loss: 0.0313972 | Time: 2892.96 ms [2020-12-18 00:37:02 main:581] : INFO : Epoch 1990 | loss: 0.0309576 | val_loss: 0.0313656 | Time: 2891.64 ms [2020-12-18 00:37:05 main:581] : INFO : Epoch 1991 | loss: 0.0309461 | val_loss: 0.0313466 | Time: 2857.93 ms [2020-12-18 00:37:07 main:581] : INFO : Epoch 1992 | loss: 0.0309476 | val_loss: 0.0313845 | Time: 2867.62 ms [2020-12-18 00:37:10 main:581] : INFO : Epoch 1993 | loss: 0.0309528 | val_loss: 0.0313756 | Time: 2871.84 ms [2020-12-18 00:37:13 main:581] : INFO : Epoch 1994 | loss: 0.0309556 | val_loss: 0.0313401 | Time: 2875.59 ms [2020-12-18 00:37:16 main:581] : INFO : Epoch 1995 | loss: 0.0309691 | val_loss: 0.0313542 | Time: 2866.95 ms [2020-12-18 00:37:19 main:581] : INFO : Epoch 1996 | loss: 0.0309598 | val_loss: 0.0313928 | Time: 2862.77 ms [2020-12-18 00:37:22 main:581] : INFO : Epoch 1997 | loss: 0.03096 | val_loss: 0.0314191 | Time: 2866.03 ms [2020-12-18 00:37:25 main:581] : INFO : Epoch 1998 | loss: 0.0309504 | val_loss: 0.0313594 | Time: 2869.24 ms [2020-12-18 00:37:27 main:581] : INFO : Epoch 1999 | loss: 0.0309445 | val_loss: 0.0314024 | Time: 2858.27 ms [2020-12-18 00:37:30 main:581] : INFO : Epoch 2000 | loss: 0.0309467 | val_loss: 0.031365 | Time: 2880.75 ms [2020-12-18 00:37:33 main:581] : INFO : Epoch 2001 | loss: 0.0309604 | val_loss: 0.031364 | Time: 2871.82 ms [2020-12-18 00:37:36 main:581] : INFO : Epoch 2002 | loss: 0.0309694 | val_loss: 0.0313595 | Time: 2877.39 ms [2020-12-18 00:37:39 main:581] : INFO : Epoch 2003 | loss: 0.0309809 | val_loss: 0.0313107 | Time: 2863.46 ms [2020-12-18 00:37:42 main:581] : INFO : Epoch 2004 | loss: 0.0309725 | val_loss: 0.0313894 | Time: 2878.61 ms [2020-12-18 00:37:45 main:581] : INFO : Epoch 2005 | loss: 0.0309532 | val_loss: 0.0313705 | Time: 2868.91 ms [2020-12-18 00:37:48 main:581] : INFO : Epoch 2006 | loss: 0.0309372 | val_loss: 0.0313621 | Time: 2874.8 ms [2020-12-18 00:37:50 main:581] : INFO : Epoch 2007 | loss: 0.0309515 | val_loss: 0.0314039 | Time: 2874.91 ms [2020-12-18 00:37:53 main:581] : INFO : Epoch 2008 | loss: 0.0309496 | val_loss: 0.0314123 | Time: 2877.08 ms [2020-12-18 00:37:56 main:581] : INFO : Epoch 2009 | loss: 0.0309556 | val_loss: 0.0313557 | Time: 2877.05 ms [2020-12-18 00:37:59 main:581] : INFO : Epoch 2010 | loss: 0.0309447 | val_loss: 0.0313788 | Time: 2899.94 ms [2020-12-18 00:38:02 main:581] : INFO : Epoch 2011 | loss: 0.0309424 | val_loss: 0.0313858 | Time: 2894.66 ms [2020-12-18 00:38:05 main:581] : INFO : Epoch 2012 | loss: 0.0309404 | val_loss: 0.0314016 | Time: 2872.39 ms [2020-12-18 00:38:08 main:581] : INFO : Epoch 2013 | loss: 0.0309434 | val_loss: 0.0313805 | Time: 2878.56 ms [2020-12-18 00:38:11 main:581] : INFO : Epoch 2014 | loss: 0.0309444 | val_loss: 0.0313669 | Time: 2871.79 ms [2020-12-18 00:38:14 main:581] : INFO : Epoch 2015 | loss: 0.0309501 | val_loss: 0.0313437 | Time: 2870.41 ms [2020-12-18 00:38:16 main:581] : INFO : Epoch 2016 | loss: 0.0309573 | val_loss: 0.0313261 | Time: 2868.72 ms [2020-12-18 00:38:19 main:581] : INFO : Epoch 2017 | loss: 0.0309819 | val_loss: 0.0313717 | Time: 2865.86 ms [2020-12-18 00:38:22 main:581] : INFO : Epoch 2018 | loss: 0.030952 | val_loss: 0.0314422 | Time: 2879.24 ms [2020-12-18 00:38:25 main:581] : INFO : Epoch 2019 | loss: 0.0309479 | val_loss: 0.0313673 | Time: 2874.97 ms [2020-12-18 00:38:28 main:581] : INFO : Epoch 2020 | loss: 0.0309403 | val_loss: 0.0313576 | Time: 2876.3 ms [2020-12-18 00:38:31 main:581] : INFO : Epoch 2021 | loss: 0.0309311 | val_loss: 0.0313819 | Time: 2865.01 ms [2020-12-18 00:38:34 main:581] : INFO : Epoch 2022 | loss: 0.0309513 | val_loss: 0.031364 | Time: 2874.08 ms [2020-12-18 00:38:36 main:581] : INFO : Epoch 2023 | loss: 0.0309525 | val_loss: 0.031387 | Time: 2872.54 ms [2020-12-18 00:38:39 main:581] : INFO : Epoch 2024 | loss: 0.0309559 | val_loss: 0.0313598 | Time: 2866.71 ms [2020-12-18 00:38:42 main:581] : INFO : Epoch 2025 | loss: 0.0309442 | val_loss: 0.0313571 | Time: 2876.32 ms [2020-12-18 00:38:45 main:581] : INFO : Epoch 2026 | loss: 0.0309642 | val_loss: 0.0313545 | Time: 2861.84 ms [2020-12-18 00:38:48 main:581] : INFO : Epoch 2027 | loss: 0.0309515 | val_loss: 0.0313982 | Time: 2864.87 ms [2020-12-18 00:38:51 main:581] : INFO : Epoch 2028 | loss: 0.0309344 | val_loss: 0.0313854 | Time: 2875.03 ms [2020-12-18 00:38:54 main:581] : INFO : Epoch 2029 | loss: 0.0309458 | val_loss: 0.0313569 | Time: 2867.4 ms [2020-12-18 00:38:57 main:581] : INFO : Epoch 2030 | loss: 0.0309459 | val_loss: 0.0313575 | Time: 2865.05 ms [2020-12-18 00:38:59 main:581] : INFO : Epoch 2031 | loss: 0.0309497 | val_loss: 0.0313481 | Time: 2889.04 ms [2020-12-18 00:39:02 main:581] : INFO : Epoch 2032 | loss: 0.0309521 | val_loss: 0.0313289 | Time: 2894.04 ms [2020-12-18 00:39:05 main:581] : INFO : Epoch 2033 | loss: 0.0309441 | val_loss: 0.0313599 | Time: 2868.34 ms [2020-12-18 00:39:08 main:581] : INFO : Epoch 2034 | loss: 0.0309431 | val_loss: 0.0313549 | Time: 2867.25 ms [2020-12-18 00:39:11 main:581] : INFO : Epoch 2035 | loss: 0.0309596 | val_loss: 0.0313644 | Time: 2862.95 ms [2020-12-18 00:39:14 main:581] : INFO : Epoch 2036 | loss: 0.0309992 | val_loss: 0.0312825 | Time: 2870.83 ms [2020-12-18 00:39:17 main:581] : INFO : Epoch 2037 | loss: 0.0310064 | val_loss: 0.0313278 | Time: 2872.84 ms [2020-12-18 00:39:20 main:581] : INFO : Epoch 2038 | loss: 0.0309642 | val_loss: 0.0313821 | Time: 2855.26 ms [2020-12-18 00:39:22 main:581] : INFO : Epoch 2039 | loss: 0.0309526 | val_loss: 0.0313967 | Time: 2872.05 ms [2020-12-18 00:39:25 main:581] : INFO : Epoch 2040 | loss: 0.0309453 | val_loss: 0.031408 | Time: 2871.34 ms [2020-12-18 00:39:28 main:581] : INFO : Epoch 2041 | loss: 0.0309489 | val_loss: 0.0313622 | Time: 2892.99 ms [2020-12-18 00:39:31 main:581] : INFO : Epoch 2042 | loss: 0.0309592 | val_loss: 0.0314174 | Time: 2864.12 ms [2020-12-18 00:39:34 main:581] : INFO : Epoch 2043 | loss: 0.0309519 | val_loss: 0.0313834 | Time: 2859.86 ms [2020-12-18 00:39:37 main:581] : INFO : Epoch 2044 | loss: 0.0309368 | val_loss: 0.0313786 | Time: 2865.58 ms [2020-12-18 00:39:40 main:581] : INFO : Epoch 2045 | loss: 0.0309448 | val_loss: 0.0313576 | Time: 2874.25 ms [2020-12-18 00:39:43 main:581] : INFO : Epoch 2046 | loss: 0.03095 | val_loss: 0.031361 | Time: 2879.44 ms [2020-12-18 00:39:45 main:581] : INFO : Epoch 2047 | loss: 0.0309433 | val_loss: 0.03135 | Time: 2874.09 ms [2020-12-18 00:39:48 main:581] : INFO : Epoch 2048 | loss: 0.0309355 | val_loss: 0.031386 | Time: 2878.8 ms [2020-12-18 00:39:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031386 [2020-12-18 00:39:48 main:610] : INFO : Saving end state to config to file [2020-12-18 00:39:48 main:615] : INFO : Success, exiting.. 00:39:48 (1851387): 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)