Task 14624485
| Name | ParityModified-1647043655-2888-2-0_1 |
| Workunit | 11576366 |
| Created | 19 Apr 2022, 0:15:06 UTC |
| Sent | 19 Apr 2022, 0:16:24 UTC |
| Report deadline | 27 Apr 2022, 0:16:24 UTC |
| Received | 24 Apr 2022, 22:41:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 12 sec |
| CPU time | 1 hours 24 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> -04-24 16:19:21 main:581] : INFO : Epoch 1538 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 2456.75 ms [2022-04-24 16:19:24 main:581] : INFO : Epoch 1539 | loss: 0.0311419 | val_loss: 0.0311663 | Time: 2460.57 ms [2022-04-24 16:19:26 main:581] : INFO : Epoch 1540 | loss: 0.0311395 | val_loss: 0.0311712 | Time: 2458.71 ms [2022-04-24 16:19:29 main:581] : INFO : Epoch 1541 | loss: 0.0311402 | val_loss: 0.0311743 | Time: 2456.19 ms [2022-04-24 16:19:31 main:581] : INFO : Epoch 1542 | loss: 0.0311392 | val_loss: 0.0311722 | Time: 2461.56 ms [2022-04-24 16:19:34 main:581] : INFO : Epoch 1543 | loss: 0.0311398 | val_loss: 0.0311728 | Time: 2453.23 ms [2022-04-24 16:19:36 main:581] : INFO : Epoch 1544 | loss: 0.0311401 | val_loss: 0.0311707 | Time: 2455.77 ms [2022-04-24 16:19:39 main:581] : INFO : Epoch 1545 | loss: 0.03114 | val_loss: 0.0311722 | Time: 2462.04 ms [2022-04-24 16:19:41 main:581] : INFO : Epoch 1546 | loss: 0.03114 | val_loss: 0.0311694 | Time: 2457.94 ms [2022-04-24 16:19:44 main:581] : INFO : Epoch 1547 | loss: 0.0311375 | val_loss: 0.0311766 | Time: 2456.83 ms [2022-04-24 16:19:46 main:581] : INFO : Epoch 1548 | loss: 0.0311382 | val_loss: 0.0311724 | Time: 2460.48 ms [2022-04-24 16:19:48 main:581] : INFO : Epoch 1549 | loss: 0.0311371 | val_loss: 0.0311719 | Time: 2462.14 ms [2022-04-24 16:19:51 main:581] : INFO : Epoch 1550 | loss: 0.0311371 | val_loss: 0.0311723 | Time: 2461.03 ms [2022-04-24 16:19:53 main:581] : INFO : Epoch 1551 | loss: 0.0311404 | val_loss: 0.0311791 | Time: 2462.59 ms [2022-04-24 16:19:56 main:581] : INFO : Epoch 1552 | loss: 0.0311541 | val_loss: 0.0311821 | Time: 2458.56 ms [2022-04-24 16:19:58 main:581] : INFO : Epoch 1553 | loss: 0.0311561 | val_loss: 0.0311826 | Time: 2452.45 ms [2022-04-24 16:20:01 main:581] : INFO : Epoch 1554 | loss: 0.0311571 | val_loss: 0.0311752 | Time: 2457.17 ms [2022-04-24 16:20:03 main:581] : INFO : Epoch 1555 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 2463.71 ms [2022-04-24 16:20:06 main:581] : INFO : Epoch 1556 | loss: 0.0311485 | val_loss: 0.0311736 | Time: 2457.18 ms [2022-04-24 16:20:08 main:581] : INFO : Epoch 1557 | loss: 0.0311482 | val_loss: 0.031173 | Time: 2455.99 ms [2022-04-24 16:20:11 main:581] : INFO : Epoch 1558 | loss: 0.0311473 | val_loss: 0.0311827 | Time: 2459.73 ms [2022-04-24 16:20:13 main:581] : INFO : Epoch 1559 | loss: 0.0311486 | val_loss: 0.0311746 | Time: 2458.5 ms [2022-04-24 16:20:15 main:581] : INFO : Epoch 1560 | loss: 0.0311419 | val_loss: 0.031172 | Time: 2463.81 ms [2022-04-24 16:20:18 main:581] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311784 | Time: 2455.23 ms [2022-04-24 16:20:20 main:581] : INFO : Epoch 1562 | loss: 0.0311443 | val_loss: 0.0311752 | Time: 2458.79 ms [2022-04-24 16:20:23 main:581] : INFO : Epoch 1563 | loss: 0.0311448 | val_loss: 0.031177 | Time: 2458.41 ms [2022-04-24 16:20:25 main:581] : INFO : Epoch 1564 | loss: 0.0311434 | val_loss: 0.0311726 | Time: 2462.07 ms [2022-04-24 16:20:28 main:581] : INFO : Epoch 1565 | loss: 0.0311432 | val_loss: 0.0311726 | Time: 2457.22 ms [2022-04-24 16:20:30 main:581] : INFO : Epoch 1566 | loss: 0.0311425 | val_loss: 0.0311757 | Time: 2458.6 ms [2022-04-24 16:20:33 main:581] : INFO : Epoch 1567 | loss: 0.0311441 | val_loss: 0.0311749 | Time: 2459.22 ms [2022-04-24 16:20:35 main:581] : INFO : Epoch 1568 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 2459.96 ms [2022-04-24 16:20:38 main:581] : INFO : Epoch 1569 | loss: 0.0311466 | val_loss: 0.0311703 | Time: 2462.7 ms [2022-04-24 16:20:40 main:581] : INFO : Epoch 1570 | loss: 0.0311431 | val_loss: 0.0311713 | Time: 2457.19 ms [2022-04-24 16:20:43 main:581] : INFO : Epoch 1571 | loss: 0.0311471 | val_loss: 0.0311704 | Time: 2455.48 ms [2022-04-24 16:20:45 main:581] : INFO : Epoch 1572 | loss: 0.0311484 | val_loss: 0.0311717 | Time: 2456.47 ms [2022-04-24 16:20:47 main:581] : INFO : Epoch 1573 | loss: 0.0311478 | val_loss: 0.0311703 | Time: 2460.32 ms [2022-04-24 16:20:50 main:581] : INFO : Epoch 1574 | loss: 0.0311449 | val_loss: 0.0311739 | Time: 2460.09 ms [2022-04-24 16:20:52 main:581] : INFO : Epoch 1575 | loss: 0.0311462 | val_loss: 0.031171 | Time: 2462.94 ms [2022-04-24 16:20:55 main:581] : INFO : Epoch 1576 | loss: 0.0311443 | val_loss: 0.0311721 | Time: 2457.2 ms [2022-04-24 16:20:57 main:581] : INFO : Epoch 1577 | loss: 0.0311443 | val_loss: 0.0311803 | Time: 2457.63 ms [2022-04-24 16:21:00 main:581] : INFO : Epoch 1578 | loss: 0.0311592 | val_loss: 0.031174 | Time: 2462.68 ms [2022-04-24 16:21:02 main:581] : INFO : Epoch 1579 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 2459.02 ms [2022-04-24 16:21:05 main:581] : INFO : Epoch 1580 | loss: 0.0311529 | val_loss: 0.0311719 | Time: 2454.68 ms [2022-04-24 16:21:07 main:581] : INFO : Epoch 1581 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 2456.36 ms [2022-04-24 16:21:10 main:581] : INFO : Epoch 1582 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 2457.43 ms [2022-04-24 16:21:12 main:581] : INFO : Epoch 1583 | loss: 0.0311496 | val_loss: 0.031169 | Time: 2454.7 ms [2022-04-24 16:21:15 main:581] : INFO : Epoch 1584 | loss: 0.0311482 | val_loss: 0.0311703 | Time: 2461.07 ms [2022-04-24 16:21:17 main:581] : INFO : Epoch 1585 | loss: 0.0311524 | val_loss: 0.0311807 | Time: 2458.47 ms [2022-04-24 16:21:19 main:581] : INFO : Epoch 1586 | loss: 0.0311493 | val_loss: 0.031167 | Time: 2460.86 ms [2022-04-24 16:21:22 main:581] : INFO : Epoch 1587 | loss: 0.0311503 | val_loss: 0.0311773 | Time: 2457.79 ms [2022-04-24 16:21:24 main:581] : INFO : Epoch 1588 | loss: 0.0311443 | val_loss: 0.0311695 | Time: 2459.22 ms [2022-04-24 16:21:27 main:581] : INFO : Epoch 1589 | loss: 0.0311445 | val_loss: 0.0311684 | Time: 2453.24 ms [2022-04-24 16:21:29 main:581] : INFO : Epoch 1590 | loss: 0.0311426 | val_loss: 0.0311689 | Time: 2459.4 ms [2022-04-24 16:21:32 main:581] : INFO : Epoch 1591 | loss: 0.031144 | val_loss: 0.0311697 | Time: 2455.82 ms [2022-04-24 16:21:34 main:581] : INFO : Epoch 1592 | loss: 0.0311452 | val_loss: 0.0311734 | Time: 2462.62 ms [2022-04-24 16:21:37 main:581] : INFO : Epoch 1593 | loss: 0.031145 | val_loss: 0.0311702 | Time: 2457.06 ms [2022-04-24 16:21:39 main:581] : INFO : Epoch 1594 | loss: 0.0311505 | val_loss: 0.0311696 | Time: 2455.78 ms [2022-04-24 16:21:42 main:581] : INFO : Epoch 1595 | loss: 0.0311476 | val_loss: 0.0311684 | Time: 2459.99 ms [2022-04-24 16:21:44 main:581] : INFO : Epoch 1596 | loss: 0.0311449 | val_loss: 0.0311737 | Time: 2458.94 ms [2022-04-24 16:21:46 main:581] : INFO : Epoch 1597 | loss: 0.0311528 | val_loss: 0.0311744 | Time: 2459.17 ms [2022-04-24 16:21:49 main:581] : INFO : Epoch 1598 | loss: 0.0311503 | val_loss: 0.0311713 | Time: 2457.9 ms [2022-04-24 16:21:51 main:581] : INFO : Epoch 1599 | loss: 0.0311479 | val_loss: 0.0311758 | Time: 2459.5 ms [2022-04-24 16:21:54 main:581] : INFO : Epoch 1600 | loss: 0.0311457 | val_loss: 0.0311678 | Time: 2457.16 ms [2022-04-24 16:21:56 main:581] : INFO : Epoch 1601 | loss: 0.0311445 | val_loss: 0.0311716 | Time: 2461.64 ms [2022-04-24 16:21:59 main:581] : INFO : Epoch 1602 | loss: 0.0311412 | val_loss: 0.0311761 | Time: 2458.91 ms [2022-04-24 16:22:01 main:581] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.0311755 | Time: 2457.02 ms [2022-04-24 16:22:04 main:581] : INFO : Epoch 1604 | loss: 0.0311413 | val_loss: 0.0311787 | Time: 2462.78 ms [2022-04-24 16:22:06 main:581] : INFO : Epoch 1605 | loss: 0.031144 | val_loss: 0.0311724 | Time: 2455.02 ms [2022-04-24 16:22:09 main:581] : INFO : Epoch 1606 | loss: 0.0311396 | val_loss: 0.0311729 | Time: 2464.08 ms [2022-04-24 16:22:11 main:581] : INFO : Epoch 1607 | loss: 0.0311406 | val_loss: 0.0311834 | Time: 2456.47 ms [2022-04-24 16:22:14 main:581] : INFO : Epoch 1608 | loss: 0.0311416 | val_loss: 0.0311796 | Time: 2453.42 ms [2022-04-24 16:22:16 main:581] : INFO : Epoch 1609 | loss: 0.0311388 | val_loss: 0.031171 | Time: 2456.69 ms [2022-04-24 16:22:18 main:581] : INFO : Epoch 1610 | loss: 0.0311426 | val_loss: 0.0311743 | Time: 2462.55 ms [2022-04-24 16:22:21 main:581] : INFO : Epoch 1611 | loss: 0.0311411 | val_loss: 0.0311729 | Time: 2461.99 ms [2022-04-24 16:22:23 main:581] : INFO : Epoch 1612 | loss: 0.0311637 | val_loss: 0.031216 | Time: 2458.09 ms [2022-04-24 16:22:26 main:581] : INFO : Epoch 1613 | loss: 0.0311552 | val_loss: 0.0311844 | Time: 2455.67 ms [2022-04-24 16:22:28 main:581] : INFO : Epoch 1614 | loss: 0.0311423 | val_loss: 0.031184 | Time: 2461.01 ms [2022-04-24 16:22:31 main:581] : INFO : Epoch 1615 | loss: 0.0311404 | val_loss: 0.0311807 | Time: 2456.48 ms [2022-04-24 16:22:33 main:581] : INFO : Epoch 1616 | loss: 0.0311374 | val_loss: 0.0311754 | Time: 2454.76 ms [2022-04-24 16:22:36 main:581] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.0311725 | Time: 2459.87 ms [2022-04-24 16:22:38 main:581] : INFO : Epoch 1618 | loss: 0.0311373 | val_loss: 0.0311721 | Time: 2458.92 ms [2022-04-24 16:22:41 main:581] : INFO : Epoch 1619 | loss: 0.031134 | val_loss: 0.0311735 | Time: 2461.09 ms [2022-04-24 16:22:43 main:581] : INFO : Epoch 1620 | loss: 0.031134 | val_loss: 0.0311746 | Time: 2457.78 ms [2022-04-24 16:22:45 main:581] : INFO : Epoch 1621 | loss: 0.0311367 | val_loss: 0.0311796 | Time: 2461.34 ms [2022-04-24 16:22:48 main:581] : INFO : Epoch 1622 | loss: 0.0311463 | val_loss: 0.0311777 | Time: 2458.2 ms [2022-04-24 16:22:50 main:581] : INFO : Epoch 1623 | loss: 0.0311454 | val_loss: 0.0311842 | Time: 2460.23 ms [2022-04-24 16:22:53 main:581] : INFO : Epoch 1624 | loss: 0.031148 | val_loss: 0.0311794 | Time: 2463.35 ms [2022-04-24 16:22:55 main:581] : INFO : Epoch 1625 | loss: 0.0311489 | val_loss: 0.0311777 | Time: 2456.73 ms [2022-04-24 16:22:58 main:581] : INFO : Epoch 1626 | loss: 0.0311467 | val_loss: 0.0311793 | Time: 2459.86 ms [2022-04-24 16:23:00 main:581] : INFO : Epoch 1627 | loss: 0.0311478 | val_loss: 0.0311776 | Time: 2460.46 ms [2022-04-24 16:23:03 main:581] : INFO : Epoch 1628 | loss: 0.031151 | val_loss: 0.0311905 | Time: 2462.85 ms [2022-04-24 16:23:05 main:581] : INFO : Epoch 1629 | loss: 0.0311474 | val_loss: 0.0311871 | Time: 2457.3 ms [2022-04-24 16:23:08 main:581] : INFO : Epoch 1630 | loss: 0.0311435 | val_loss: 0.0311803 | Time: 2458.05 ms [2022-04-24 16:23:10 main:581] : INFO : Epoch 1631 | loss: 0.0311421 | val_loss: 0.0311803 | Time: 2458.7 ms [2022-04-24 16:23:13 main:581] : INFO : Epoch 1632 | loss: 0.0311405 | val_loss: 0.0311806 | Time: 2457.32 ms [2022-04-24 16:23:15 main:581] : INFO : Epoch 1633 | loss: 0.0311391 | val_loss: 0.0311858 | Time: 2455.45 ms [2022-04-24 16:23:17 main:581] : INFO : Epoch 1634 | loss: 0.0311369 | val_loss: 0.0311816 | Time: 2461.02 ms [2022-04-24 16:23:20 main:581] : INFO : Epoch 1635 | loss: 0.0311367 | val_loss: 0.0311811 | Time: 2459 ms [2022-04-24 16:23:22 main:581] : INFO : Epoch 1636 | loss: 0.0311366 | val_loss: 0.0311856 | Time: 2461.08 ms [2022-04-24 16:23:25 main:581] : INFO : Epoch 1637 | loss: 0.0311411 | val_loss: 0.0311786 | Time: 2460.75 ms [2022-04-24 16:23:27 main:581] : INFO : Epoch 1638 | loss: 0.0311376 | val_loss: 0.0311788 | Time: 2457.69 ms [2022-04-24 16:23:30 main:581] : INFO : Epoch 1639 | loss: 0.0311395 | val_loss: 0.0311787 | Time: 2460.84 ms [2022-04-24 16:23:32 main:581] : INFO : Epoch 1640 | loss: 0.0311372 | val_loss: 0.0311807 | Time: 2458.83 ms [2022-04-24 16:23:35 main:581] : INFO : Epoch 1641 | loss: 0.0311365 | val_loss: 0.0311783 | Time: 2456.94 ms [2022-04-24 16:23:37 main:581] : INFO : Epoch 1642 | loss: 0.0311339 | val_loss: 0.0311766 | Time: 2456.16 ms [2022-04-24 16:23:40 main:581] : INFO : Epoch 1643 | loss: 0.0311368 | val_loss: 0.0311784 | Time: 2459.39 ms [2022-04-24 16:23:42 main:581] : INFO : Epoch 1644 | loss: 0.0311368 | val_loss: 0.0311778 | Time: 2456.57 ms [2022-04-24 16:23:45 main:581] : INFO : Epoch 1645 | loss: 0.0311352 | val_loss: 0.0311778 | Time: 2455.88 ms [2022-04-24 16:23:47 main:581] : INFO : Epoch 1646 | loss: 0.0311377 | val_loss: 0.0311829 | Time: 2462.3 ms [2022-04-24 16:23:49 main:581] : INFO : Epoch 1647 | loss: 0.0311371 | val_loss: 0.031175 | Time: 2461.8 ms [2022-04-24 16:23:52 main:581] : INFO : Epoch 1648 | loss: 0.0311356 | val_loss: 0.031182 | Time: 2457.33 ms [2022-04-24 16:23:54 main:581] : INFO : Epoch 1649 | loss: 0.0311335 | val_loss: 0.0311815 | Time: 2451.78 ms [2022-04-24 16:23:57 main:581] : INFO : Epoch 1650 | loss: 0.0311352 | val_loss: 0.0311844 | Time: 2460.37 ms [2022-04-24 16:23:59 main:581] : INFO : Epoch 1651 | loss: 0.0311352 | val_loss: 0.0311764 | Time: 2459.56 ms [2022-04-24 16:24:02 main:581] : INFO : Epoch 1652 | loss: 0.0311321 | val_loss: 0.0311817 | Time: 2456.05 ms [2022-04-24 16:24:04 main:581] : INFO : Epoch 1653 | loss: 0.0311421 | val_loss: 0.0311792 | Time: 2455.1 ms [2022-04-24 16:24:07 main:581] : INFO : Epoch 1654 | loss: 0.0311387 | val_loss: 0.031176 | Time: 2464.63 ms [2022-04-24 16:24:09 main:581] : INFO : Epoch 1655 | loss: 0.0311356 | val_loss: 0.0311814 | Time: 2456.25 ms [2022-04-24 16:24:12 main:581] : INFO : Epoch 1656 | loss: 0.0311445 | val_loss: 0.0311894 | Time: 2458.32 ms [2022-04-24 16:24:14 main:581] : INFO : Epoch 1657 | loss: 0.0311473 | val_loss: 0.0311808 | Time: 2457.96 ms [2022-04-24 16:24:16 main:581] : INFO : Epoch 1658 | loss: 0.0311418 | val_loss: 0.0311774 | Time: 2458.89 ms [2022-04-24 16:24:19 main:581] : INFO : Epoch 1659 | loss: 0.0311389 | val_loss: 0.0311754 | Time: 2456.76 ms [2022-04-24 16:24:21 main:581] : INFO : Epoch 1660 | loss: 0.03114 | val_loss: 0.0311822 | Time: 2454.96 ms [2022-04-24 16:24:24 main:581] : INFO : Epoch 1661 | loss: 0.031141 | val_loss: 0.0311792 | Time: 2459.41 ms [2022-04-24 16:24:26 main:581] : INFO : Epoch 1662 | loss: 0.0311413 | val_loss: 0.0311804 | Time: 2456.46 ms [2022-04-24 16:24:29 main:581] : INFO : Epoch 1663 | loss: 0.0311457 | val_loss: 0.0311882 | Time: 2458.93 ms [2022-04-24 16:24:31 main:581] : INFO : Epoch 1664 | loss: 0.031146 | val_loss: 0.0311951 | Time: 2460.44 ms [2022-04-24 16:24:34 main:581] : INFO : Epoch 1665 | loss: 0.031141 | val_loss: 0.031185 | Time: 2459.42 ms [2022-04-24 16:24:36 main:581] : INFO : Epoch 1666 | loss: 0.0311394 | val_loss: 0.0311839 | Time: 2456.34 ms [2022-04-24 16:24:39 main:581] : INFO : Epoch 1667 | loss: 0.0311384 | val_loss: 0.0311782 | Time: 2460.44 ms [2022-04-24 16:24:41 main:581] : INFO : Epoch 1668 | loss: 0.0311382 | val_loss: 0.0311835 | Time: 2459.03 ms [2022-04-24 16:24:44 main:581] : INFO : Epoch 1669 | loss: 0.0311385 | val_loss: 0.0311797 | Time: 2464.89 ms [2022-04-24 16:24:46 main:581] : INFO : Epoch 1670 | loss: 0.0311353 | val_loss: 0.0311853 | Time: 2459.2 ms [2022-04-24 16:24:48 main:581] : INFO : Epoch 1671 | loss: 0.0311358 | val_loss: 0.0311808 | Time: 2463.98 ms [2022-04-24 16:24:51 main:581] : INFO : Epoch 1672 | loss: 0.0311347 | val_loss: 0.0311791 | Time: 2458.82 ms [2022-04-24 16:24:53 main:581] : INFO : Epoch 1673 | loss: 0.031135 | val_loss: 0.0311818 | Time: 2456.82 ms [2022-04-24 16:24:56 main:581] : INFO : Epoch 1674 | loss: 0.0311384 | val_loss: 0.0311898 | Time: 2462.5 ms [2022-04-24 16:24:58 main:581] : INFO : Epoch 1675 | loss: 0.0311419 | val_loss: 0.0311855 | Time: 2456.76 ms [2022-04-24 16:25:01 main:581] : INFO : Epoch 1676 | loss: 0.0311377 | val_loss: 0.0311819 | Time: 2462.15 ms [2022-04-24 16:25:03 main:581] : INFO : Epoch 1677 | loss: 0.0311381 | val_loss: 0.0311847 | Time: 2465.64 ms [2022-04-24 16:25:06 main:581] : INFO : Epoch 1678 | loss: 0.0311357 | val_loss: 0.0311761 | Time: 2459 ms [2022-04-24 16:25:08 main:581] : INFO : Epoch 1679 | loss: 0.0311368 | val_loss: 0.0311835 | Time: 2455.05 ms [2022-04-24 16:25:11 main:581] : INFO : Epoch 1680 | loss: 0.0311353 | val_loss: 0.0311763 | Time: 2460.55 ms [2022-04-24 16:25:13 main:581] : INFO : Epoch 1681 | loss: 0.0311375 | val_loss: 0.0311801 | Time: 2459.38 ms [2022-04-24 16:25:16 main:581] : INFO : Epoch 1682 | loss: 0.0311374 | val_loss: 0.0311802 | Time: 2462.52 ms [2022-04-24 16:25:18 main:581] : INFO : Epoch 1683 | loss: 0.0311406 | val_loss: 0.0311823 | Time: 2459.15 ms [2022-04-24 16:25:20 main:581] : INFO : Epoch 1684 | loss: 0.0311382 | val_loss: 0.0311741 | Time: 2455.63 ms [2022-04-24 16:25:23 main:581] : INFO : Epoch 1685 | loss: 0.0311391 | val_loss: 0.0311851 | Time: 2458.74 ms [2022-04-24 16:25:25 main:581] : INFO : Epoch 1686 | loss: 0.031142 | val_loss: 0.0311777 | Time: 2458.37 ms [2022-04-24 16:25:28 main:581] : INFO : Epoch 1687 | loss: 0.0311441 | val_loss: 0.0311754 | Time: 2457.98 ms [2022-04-24 16:25:30 main:581] : INFO : Epoch 1688 | loss: 0.0311426 | val_loss: 0.0311781 | Time: 2461.84 ms [2022-04-24 16:25:33 main:581] : INFO : Epoch 1689 | loss: 0.0311409 | val_loss: 0.0311841 | Time: 2456.74 ms [2022-04-24 16:25:35 main:581] : INFO : Epoch 1690 | loss: 0.0311392 | val_loss: 0.0311781 | Time: 2465.88 ms [2022-04-24 16:25:38 main:581] : INFO : Epoch 1691 | loss: 0.0311435 | val_loss: 0.031178 | Time: 2459.29 ms [2022-04-24 16:25:40 main:581] : INFO : Epoch 1692 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 2463.58 ms [2022-04-24 16:25:43 main:581] : INFO : Epoch 1693 | loss: 0.0311505 | val_loss: 0.0311795 | Time: 2465.21 ms [2022-04-24 16:25:45 main:581] : INFO : Epoch 1694 | loss: 0.0311437 | val_loss: 0.031182 | Time: 2459.03 ms [2022-04-24 16:25:48 main:581] : INFO : Epoch 1695 | loss: 0.0311461 | val_loss: 0.0311829 | Time: 2462.16 ms [2022-04-24 16:25:50 main:581] : INFO : Epoch 1696 | loss: 0.0311463 | val_loss: 0.031181 | Time: 2460.98 ms [2022-04-24 16:25:52 main:581] : INFO : Epoch 1697 | loss: 0.0311454 | val_loss: 0.0311829 | Time: 2464.18 ms [2022-04-24 16:25:55 main:581] : INFO : Epoch 1698 | loss: 0.031144 | val_loss: 0.0311837 | Time: 2459.39 ms [2022-04-24 16:25:57 main:581] : INFO : Epoch 1699 | loss: 0.0311441 | val_loss: 0.0311794 | Time: 2458.84 ms [2022-04-24 16:26:00 main:581] : INFO : Epoch 1700 | loss: 0.0311477 | val_loss: 0.0311872 | Time: 2463.6 ms [2022-04-24 16:26:02 main:581] : INFO : Epoch 1701 | loss: 0.031145 | val_loss: 0.0311806 | Time: 2460.1 ms [2022-04-24 16:26:05 main:581] : INFO : Epoch 1702 | loss: 0.0311446 | val_loss: 0.0311813 | Time: 2458.44 ms [2022-04-24 16:26:07 main:581] : INFO : Epoch 1703 | loss: 0.0311415 | val_loss: 0.0311813 | Time: 2457.82 ms [2022-04-24 16:26:10 main:581] : INFO : Epoch 1704 | loss: 0.0311395 | val_loss: 0.0311811 | Time: 2460.32 ms [2022-04-24 16:26:12 main:581] : INFO : Epoch 1705 | loss: 0.0311417 | val_loss: 0.0311805 | Time: 2455.27 ms [2022-04-24 16:26:15 main:581] : INFO : Epoch 1706 | loss: 0.0311401 | val_loss: 0.0311719 | Time: 2464.96 ms [2022-04-24 16:26:17 main:581] : INFO : Epoch 1707 | loss: 0.0311409 | val_loss: 0.0311752 | Time: 2458.24 ms [2022-04-24 16:26:19 main:581] : INFO : Epoch 1708 | loss: 0.0311409 | val_loss: 0.031183 | Time: 2455.9 ms [2022-04-24 16:26:22 main:581] : INFO : Epoch 1709 | loss: 0.0311384 | val_loss: 0.0311856 | Time: 2460.04 ms [2022-04-24 16:26:24 main:581] : INFO : Epoch 1710 | loss: 0.0311388 | val_loss: 0.0311754 | Time: 2459.25 ms [2022-04-24 16:26:27 main:581] : INFO : Epoch 1711 | loss: 0.0311407 | val_loss: 0.0311727 | Time: 2455.55 ms [2022-04-24 16:26:29 main:581] : INFO : Epoch 1712 | loss: 0.0311387 | val_loss: 0.0311775 | Time: 2455.74 ms [2022-04-24 16:26:32 main:581] : INFO : Epoch 1713 | loss: 0.0311386 | val_loss: 0.0311786 | Time: 2459.21 ms [2022-04-24 16:26:34 main:581] : INFO : Epoch 1714 | loss: 0.0311385 | val_loss: 0.0311768 | Time: 2457.82 ms [2022-04-24 16:26:37 main:581] : INFO : Epoch 1715 | loss: 0.0311399 | val_loss: 0.0311776 | Time: 2458.89 ms [2022-04-24 16:26:39 main:581] : INFO : Epoch 1716 | loss: 0.0311379 | val_loss: 0.0311712 | Time: 2459.31 ms [2022-04-24 16:26:42 main:581] : INFO : Epoch 1717 | loss: 0.031136 | val_loss: 0.0311757 | Time: 2460.36 ms [2022-04-24 16:26:44 main:581] : INFO : Epoch 1718 | loss: 0.0311376 | val_loss: 0.0311797 | Time: 2457.04 ms [2022-04-24 16:26:47 main:581] : INFO : Epoch 1719 | loss: 0.0311395 | val_loss: 0.0311776 | Time: 2454.87 ms [2022-04-24 16:26:49 main:581] : INFO : Epoch 1720 | loss: 0.0311398 | val_loss: 0.0311812 | Time: 2460.41 ms [2022-04-24 16:26:51 main:581] : INFO : Epoch 1721 | loss: 0.031142 | val_loss: 0.0311788 | Time: 2460.9 ms [2022-04-24 16:26:54 main:581] : INFO : Epoch 1722 | loss: 0.03114 | val_loss: 0.0311742 | Time: 2454.34 ms [2022-04-24 16:26:56 main:581] : INFO : Epoch 1723 | loss: 0.0311382 | val_loss: 0.0311752 | Time: 2462.67 ms [2022-04-24 16:26:59 main:581] : INFO : Epoch 1724 | loss: 0.0311407 | val_loss: 0.0311776 | Time: 2455.67 ms [2022-04-24 16:27:01 main:581] : INFO : Epoch 1725 | loss: 0.0311377 | val_loss: 0.0311752 | Time: 2455.01 ms [2022-04-24 16:27:04 main:581] : INFO : Epoch 1726 | loss: 0.0311374 | val_loss: 0.0311779 | Time: 2457.19 ms [2022-04-24 16:27:06 main:581] : INFO : Epoch 1727 | loss: 0.0311366 | val_loss: 0.0311773 | Time: 2459.46 ms [2022-04-24 16:27:09 main:581] : INFO : Epoch 1728 | loss: 0.0311336 | val_loss: 0.0311758 | Time: 2462.42 ms [2022-04-24 16:27:11 main:581] : INFO : Epoch 1729 | loss: 0.0311327 | val_loss: 0.0311761 | Time: 2456.49 ms [2022-04-24 16:27:14 main:581] : INFO : Epoch 1730 | loss: 0.0311316 | val_loss: 0.0311822 | Time: 2454.31 ms [2022-04-24 16:27:16 main:581] : INFO : Epoch 1731 | loss: 0.0311374 | val_loss: 0.0311873 | Time: 2458.65 ms [2022-04-24 16:27:18 main:581] : INFO : Epoch 1732 | loss: 0.0311358 | val_loss: 0.0311731 | Time: 2457.37 ms [2022-04-24 16:27:21 main:581] : INFO : Epoch 1733 | loss: 0.0311349 | val_loss: 0.0311741 | Time: 2457.42 ms [2022-04-24 16:27:23 main:581] : INFO : Epoch 1734 | loss: 0.0311351 | val_loss: 0.0311795 | Time: 2459.68 ms [2022-04-24 16:27:26 main:581] : INFO : Epoch 1735 | loss: 0.0311358 | val_loss: 0.031174 | Time: 2457.87 ms [2022-04-24 16:27:28 main:581] : INFO : Epoch 1736 | loss: 0.0311375 | val_loss: 0.0311867 | Time: 2456.52 ms [2022-04-24 16:27:31 main:581] : INFO : Epoch 1737 | loss: 0.0311369 | val_loss: 0.0311724 | Time: 2461.16 ms [2022-04-24 16:27:33 main:581] : INFO : Epoch 1738 | loss: 0.0311379 | val_loss: 0.0311723 | Time: 2462.08 ms [2022-04-24 16:27:36 main:581] : INFO : Epoch 1739 | loss: 0.0311341 | val_loss: 0.031177 | Time: 2459.48 ms [2022-04-24 16:27:38 main:581] : INFO : Epoch 1740 | loss: 0.031132 | val_loss: 0.0311771 | Time: 2456.69 ms [2022-04-24 16:27:41 main:581] : INFO : Epoch 1741 | loss: 0.0311326 | val_loss: 0.031181 | Time: 2462.32 ms [2022-04-24 16:27:43 main:581] : INFO : Epoch 1742 | loss: 0.0311338 | val_loss: 0.0311807 | Time: 2461.02 ms [2022-04-24 16:27:46 main:581] : INFO : Epoch 1743 | loss: 0.0311356 | val_loss: 0.03118 | Time: 2462.81 ms [2022-04-24 16:27:48 main:581] : INFO : Epoch 1744 | loss: 0.0311362 | val_loss: 0.0311767 | Time: 2459.55 ms [2022-04-24 16:27:50 main:581] : INFO : Epoch 1745 | loss: 0.0311401 | val_loss: 0.0311815 | Time: 2459.25 ms [2022-04-24 16:27:53 main:581] : INFO : Epoch 1746 | loss: 0.0311408 | val_loss: 0.031176 | Time: 2459.17 ms [2022-04-24 16:27:55 main:581] : INFO : Epoch 1747 | loss: 0.0311424 | val_loss: 0.0311828 | Time: 2459.98 ms [2022-04-24 16:27:58 main:581] : INFO : Epoch 1748 | loss: 0.0311409 | val_loss: 0.0311796 | Time: 2460.75 ms [2022-04-24 16:28:00 main:581] : INFO : Epoch 1749 | loss: 0.0311382 | val_loss: 0.0311779 | Time: 2462.72 ms [2022-04-24 16:28:03 main:581] : INFO : Epoch 1750 | loss: 0.0311337 | val_loss: 0.0311843 | Time: 2455.62 ms [2022-04-24 16:28:05 main:581] : INFO : Epoch 1751 | loss: 0.0311346 | val_loss: 0.0311825 | Time: 2456.55 ms [2022-04-24 16:28:08 main:581] : INFO : Epoch 1752 | loss: 0.0311385 | val_loss: 0.0311771 | Time: 2461.11 ms [2022-04-24 16:28:10 main:581] : INFO : Epoch 1753 | loss: 0.0311381 | val_loss: 0.0311785 | Time: 2462.01 ms [2022-04-24 16:28:13 main:581] : INFO : Epoch 1754 | loss: 0.0311328 | val_loss: 0.0311743 | Time: 2456.08 ms [2022-04-24 16:28:15 main:581] : INFO : Epoch 1755 | loss: 0.0311335 | val_loss: 0.031175 | Time: 2463.54 ms [2022-04-24 16:28:18 main:581] : INFO : Epoch 1756 | loss: 0.031137 | val_loss: 0.0311754 | Time: 2459.44 ms [2022-04-24 16:28:20 main:581] : INFO : Epoch 1757 | loss: 0.0311379 | val_loss: 0.0311759 | Time: 2463.1 ms [2022-04-24 16:28:22 main:581] : INFO : Epoch 1758 | loss: 0.0311326 | val_loss: 0.0311773 | Time: 2456.79 ms [2022-04-24 16:28:25 main:581] : INFO : Epoch 1759 | loss: 0.03113 | val_loss: 0.0311752 | Time: 2456.55 ms [2022-04-24 16:28:27 main:581] : INFO : Epoch 1760 | loss: 0.0311298 | val_loss: 0.0311819 | Time: 2454.7 ms [2022-04-24 16:28:30 main:581] : INFO : Epoch 1761 | loss: 0.0311298 | val_loss: 0.0311802 | Time: 2462.92 ms [2022-04-24 16:28:32 main:581] : INFO : Epoch 1762 | loss: 0.0311362 | val_loss: 0.0311721 | Time: 2456.55 ms [2022-04-24 16:28:35 main:581] : INFO : Epoch 1763 | loss: 0.0311361 | val_loss: 0.0311782 | Time: 2453.84 ms [2022-04-24 16:28:37 main:581] : INFO : Epoch 1764 | loss: 0.0311336 | val_loss: 0.0311784 | Time: 2462.89 ms [2022-04-24 16:28:40 main:581] : INFO : Epoch 1765 | loss: 0.0311313 | val_loss: 0.0311749 | Time: 2459.4 ms [2022-04-24 16:28:42 main:581] : INFO : Epoch 1766 | loss: 0.0311478 | val_loss: 0.0311785 | Time: 2458.95 ms [2022-04-24 16:28:45 main:581] : INFO : Epoch 1767 | loss: 0.0311562 | val_loss: 0.0311722 | Time: 2460.06 ms [2022-04-24 16:28:47 main:581] : INFO : Epoch 1768 | loss: 0.0311519 | val_loss: 0.0311743 | Time: 2456.94 ms [2022-04-24 16:28:49 main:581] : INFO : Epoch 1769 | loss: 0.0311472 | val_loss: 0.0311708 | Time: 2459.28 ms [2022-04-24 16:28:52 main:581] : INFO : Epoch 1770 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 2459.76 ms [2022-04-24 16:28:54 main:581] : INFO : Epoch 1771 | loss: 0.031147 | val_loss: 0.0311728 | Time: 2456.57 ms [2022-04-24 16:28:57 main:581] : INFO : Epoch 1772 | loss: 0.031145 | val_loss: 0.0311702 | Time: 2456.13 ms [2022-04-24 16:28:59 main:581] : INFO : Epoch 1773 | loss: 0.0311425 | val_loss: 0.0311718 | Time: 2459.85 ms [2022-04-24 16:29:02 main:581] : INFO : Epoch 1774 | loss: 0.0311406 | val_loss: 0.0311749 | Time: 2461.73 ms [2022-04-24 16:29:04 main:581] : INFO : Epoch 1775 | loss: 0.0311403 | val_loss: 0.0311706 | Time: 2456.58 ms [2022-04-24 16:29:07 main:581] : INFO : Epoch 1776 | loss: 0.0311398 | val_loss: 0.031171 | Time: 2462.33 ms [2022-04-24 16:29:09 main:581] : INFO : Epoch 1777 | loss: 0.0311385 | val_loss: 0.0311708 | Time: 2461.53 ms [2022-04-24 16:29:12 main:581] : INFO : Epoch 1778 | loss: 0.0311392 | val_loss: 0.0311711 | Time: 2455.93 ms [2022-04-24 16:29:14 main:581] : INFO : Epoch 1779 | loss: 0.0311395 | val_loss: 0.0311765 | Time: 2461.25 ms [2022-04-24 16:29:17 main:581] : INFO : Epoch 1780 | loss: 0.031141 | val_loss: 0.0311756 | Time: 2464.3 ms [2022-04-24 16:29:19 main:581] : INFO : Epoch 1781 | loss: 0.0311376 | val_loss: 0.0311706 | Time: 2462.17 ms [2022-04-24 16:29:21 main:581] : INFO : Epoch 1782 | loss: 0.0311401 | val_loss: 0.0311716 | Time: 2458.53 ms [2022-04-24 16:29:24 main:581] : INFO : Epoch 1783 | loss: 0.0311396 | val_loss: 0.0311685 | Time: 2452.54 ms [2022-04-24 16:29:26 main:581] : INFO : Epoch 1784 | loss: 0.031137 | val_loss: 0.0311714 | Time: 2460.04 ms [2022-04-24 16:29:29 main:581] : INFO : Epoch 1785 | loss: 0.0311371 | val_loss: 0.0311732 | Time: 2457.98 ms [2022-04-24 16:29:31 main:581] : INFO : Epoch 1786 | loss: 0.0311375 | val_loss: 0.0311826 | Time: 2464.67 ms [2022-04-24 16:29:34 main:581] : INFO : Epoch 1787 | loss: 0.0311385 | val_loss: 0.0311737 | Time: 2457.43 ms [2022-04-24 16:29:36 main:581] : INFO : Epoch 1788 | loss: 0.0311358 | val_loss: 0.0311756 | Time: 2460.22 ms [2022-04-24 16:29:39 main:581] : INFO : Epoch 1789 | loss: 0.0311336 | val_loss: 0.0311769 | Time: 2462.03 ms [2022-04-24 16:29:41 main:581] : INFO : Epoch 1790 | loss: 0.031132 | val_loss: 0.0311818 | Time: 2457.21 ms [2022-04-24 16:29:44 main:581] : INFO : Epoch 1791 | loss: 0.0311335 | val_loss: 0.0311722 | Time: 2455.43 ms [2022-04-24 16:29:46 main:581] : INFO : Epoch 1792 | loss: 0.031134 | val_loss: 0.0311793 | Time: 2462.14 ms [2022-04-24 16:29:49 main:581] : INFO : Epoch 1793 | loss: 0.0311336 | val_loss: 0.0311722 | Time: 2458.97 ms [2022-04-24 16:29:51 main:581] : INFO : Epoch 1794 | loss: 0.0311319 | val_loss: 0.0311732 | Time: 2456.98 ms [2022-04-24 16:29:53 main:581] : INFO : Epoch 1795 | loss: 0.0311325 | val_loss: 0.0311797 | Time: 2454.19 ms [2022-04-24 16:29:56 main:581] : INFO : Epoch 1796 | loss: 0.0311308 | val_loss: 0.031176 | Time: 2464.25 ms [2022-04-24 16:29:58 main:581] : INFO : Epoch 1797 | loss: 0.0311302 | val_loss: 0.0311778 | Time: 2457.19 ms [2022-04-24 16:30:01 main:581] : INFO : Epoch 1798 | loss: 0.0311298 | val_loss: 0.0311749 | Time: 2463 ms [2022-04-24 16:30:03 main:581] : INFO : Epoch 1799 | loss: 0.0311303 | val_loss: 0.0311731 | Time: 2460.49 ms [2022-04-24 16:30:06 main:581] : INFO : Epoch 1800 | loss: 0.0311296 | val_loss: 0.0311757 | Time: 2464.24 ms [2022-04-24 16:30:08 main:581] : INFO : Epoch 1801 | loss: 0.0311302 | val_loss: 0.0311758 | Time: 2457.2 ms [2022-04-24 16:30:11 main:581] : INFO : Epoch 1802 | loss: 0.0311336 | val_loss: 0.0311822 | Time: 2455.32 ms [2022-04-24 16:30:13 main:581] : INFO : Epoch 1803 | loss: 0.0311323 | val_loss: 0.0311739 | Time: 2460.17 ms [2022-04-24 16:30:16 main:581] : INFO : Epoch 1804 | loss: 0.0311317 | val_loss: 0.03118 | Time: 2460.23 ms [2022-04-24 16:30:18 main:581] : INFO : Epoch 1805 | loss: 0.0311293 | val_loss: 0.0311749 | Time: 2457.22 ms [2022-04-24 16:30:20 main:581] : INFO : Epoch 1806 | loss: 0.0311299 | val_loss: 0.0311761 | Time: 2458.8 ms [2022-04-24 16:30:23 main:581] : INFO : Epoch 1807 | loss: 0.0311293 | val_loss: 0.0311755 | Time: 2458.91 ms [2022-04-24 16:30:25 main:581] : INFO : Epoch 1808 | loss: 0.031129 | val_loss: 0.0311727 | Time: 2459.69 ms [2022-04-24 16:30:28 main:581] : INFO : Epoch 1809 | loss: 0.0311295 | val_loss: 0.031178 | Time: 2456.58 ms [2022-04-24 16:30:30 main:581] : INFO : Epoch 1810 | loss: 0.031138 | val_loss: 0.0311773 | Time: 2456.88 ms [2022-04-24 16:30:33 main:581] : INFO : Epoch 1811 | loss: 0.0311353 | val_loss: 0.031175 | Time: 2461.28 ms [2022-04-24 16:30:35 main:581] : INFO : Epoch 1812 | loss: 0.0311426 | val_loss: 0.0311834 | Time: 2464.45 ms [2022-04-24 16:30:38 main:581] : INFO : Epoch 1813 | loss: 0.0311451 | val_loss: 0.0311721 | Time: 2459.64 ms [2022-04-24 16:30:40 main:581] : INFO : Epoch 1814 | loss: 0.0311443 | val_loss: 0.0311728 | Time: 2460.3 ms [2022-04-24 16:30:43 main:581] : INFO : Epoch 1815 | loss: 0.0311477 | val_loss: 0.031171 | Time: 2458.65 ms [2022-04-24 16:30:45 main:581] : INFO : Epoch 1816 | loss: 0.031149 | val_loss: 0.0311744 | Time: 2457.94 ms [2022-04-24 16:30:48 main:581] : INFO : Epoch 1817 | loss: 0.031146 | val_loss: 0.0311768 | Time: 2460.87 ms [2022-04-24 16:30:50 main:581] : INFO : Epoch 1818 | loss: 0.0311472 | val_loss: 0.0311725 | Time: 2458.37 ms [2022-04-24 16:30:52 main:581] : INFO : Epoch 1819 | loss: 0.0311484 | val_loss: 0.03117 | Time: 2458.69 ms [2022-04-24 16:30:55 main:581] : INFO : Epoch 1820 | loss: 0.0311502 | val_loss: 0.0311742 | Time: 2456.03 ms [2022-04-24 16:30:57 main:581] : INFO : Epoch 1821 | loss: 0.0311461 | val_loss: 0.0311722 | Time: 2464.36 ms [2022-04-24 16:31:00 main:581] : INFO : Epoch 1822 | loss: 0.0311445 | val_loss: 0.0311714 | Time: 2461.96 ms [2022-04-24 16:31:02 main:581] : INFO : Epoch 1823 | loss: 0.0311424 | val_loss: 0.0311775 | Time: 2462.86 ms [2022-04-24 16:31:05 main:581] : INFO : Epoch 1824 | loss: 0.0311461 | val_loss: 0.0311754 | Time: 2458.02 ms [2022-04-24 16:31:07 main:581] : INFO : Epoch 1825 | loss: 0.0311409 | val_loss: 0.0311792 | Time: 2462.8 ms [2022-04-24 16:31:10 main:581] : INFO : Epoch 1826 | loss: 0.0311408 | val_loss: 0.0311745 | Time: 2458.84 ms [2022-04-24 16:31:12 main:581] : INFO : Epoch 1827 | loss: 0.0311407 | val_loss: 0.0311751 | Time: 2459.99 ms [2022-04-24 16:31:15 main:581] : INFO : Epoch 1828 | loss: 0.0311391 | val_loss: 0.0311808 | Time: 2462.08 ms [2022-04-24 16:31:17 main:581] : INFO : Epoch 1829 | loss: 0.0311415 | val_loss: 0.0311691 | Time: 2458.61 ms [2022-04-24 16:31:20 main:581] : INFO : Epoch 1830 | loss: 0.0311437 | val_loss: 0.0311716 | Time: 2460 ms [2022-04-24 16:31:22 main:581] : INFO : Epoch 1831 | loss: 0.0311454 | val_loss: 0.0311829 | Time: 2458.25 ms [2022-04-24 16:31:24 main:581] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.03117 | Time: 2457.8 ms [2022-04-24 16:31:27 main:581] : INFO : Epoch 1833 | loss: 0.031143 | val_loss: 0.0311695 | Time: 2457.5 ms [2022-04-24 16:31:29 main:581] : INFO : Epoch 1834 | loss: 0.0311438 | val_loss: 0.0311702 | Time: 2460.49 ms [2022-04-24 16:31:32 main:581] : INFO : Epoch 1835 | loss: 0.0311416 | val_loss: 0.0311764 | Time: 2457.49 ms [2022-04-24 16:31:34 main:581] : INFO : Epoch 1836 | loss: 0.0311412 | val_loss: 0.031185 | Time: 2456.67 ms [2022-04-24 16:31:37 main:581] : INFO : Epoch 1837 | loss: 0.0311427 | val_loss: 0.0311732 | Time: 2461.39 ms [2022-04-24 16:31:39 main:581] : INFO : Epoch 1838 | loss: 0.0311416 | val_loss: 0.0311727 | Time: 2460.73 ms [2022-04-24 16:31:42 main:581] : INFO : Epoch 1839 | loss: 0.0311459 | val_loss: 0.031179 | Time: 2457.14 ms [2022-04-24 16:31:44 main:581] : INFO : Epoch 1840 | loss: 0.0311462 | val_loss: 0.0311764 | Time: 2462.81 ms [2022-04-24 16:31:47 main:581] : INFO : Epoch 1841 | loss: 0.031144 | val_loss: 0.031169 | Time: 2460.65 ms [2022-04-24 16:31:49 main:581] : INFO : Epoch 1842 | loss: 0.0311405 | val_loss: 0.0311789 | Time: 2456.03 ms [2022-04-24 16:31:52 main:581] : INFO : Epoch 1843 | loss: 0.0311413 | val_loss: 0.0311747 | Time: 2460.29 ms [2022-04-24 16:31:54 main:581] : INFO : Epoch 1844 | loss: 0.0311399 | val_loss: 0.0311723 | Time: 2458.56 ms [2022-04-24 16:31:56 main:581] : INFO : Epoch 1845 | loss: 0.0311423 | val_loss: 0.0311796 | Time: 2459.71 ms [2022-04-24 16:31:59 main:581] : INFO : Epoch 1846 | loss: 0.0311443 | val_loss: 0.0311768 | Time: 2456.96 ms [2022-04-24 16:32:01 main:581] : INFO : Epoch 1847 | loss: 0.0311394 | val_loss: 0.0311769 | Time: 2462.71 ms [2022-04-24 16:32:04 main:581] : INFO : Epoch 1848 | loss: 0.03114 | val_loss: 0.0311781 | Time: 2458.51 ms [2022-04-24 16:32:06 main:581] : INFO : Epoch 1849 | loss: 0.0311392 | val_loss: 0.0311751 | Time: 2462.71 ms [2022-04-24 16:32:09 main:581] : INFO : Epoch 1850 | loss: 0.0311439 | val_loss: 0.0311759 | Time: 2459.46 ms [2022-04-24 16:32:11 main:581] : INFO : Epoch 1851 | loss: 0.0311467 | val_loss: 0.0311739 | Time: 2462.48 ms [2022-04-24 16:32:14 main:581] : INFO : Epoch 1852 | loss: 0.0311403 | val_loss: 0.0311752 | Time: 2459.86 ms [2022-04-24 16:32:16 main:581] : INFO : Epoch 1853 | loss: 0.0311461 | val_loss: 0.031177 | Time: 2458.84 ms [2022-04-24 16:32:19 main:581] : INFO : Epoch 1854 | loss: 0.0311553 | val_loss: 0.0311782 | Time: 2459.06 ms [2022-04-24 16:32:21 main:581] : INFO : Epoch 1855 | loss: 0.0311494 | val_loss: 0.0311782 | Time: 2463.15 ms [2022-04-24 16:32:24 main:581] : INFO : Epoch 1856 | loss: 0.031146 | val_loss: 0.0311747 | Time: 2459.21 ms [2022-04-24 16:32:26 main:581] : INFO : Epoch 1857 | loss: 0.0311476 | val_loss: 0.0311731 | Time: 2456.32 ms [2022-04-24 16:32:28 main:581] : INFO : Epoch 1858 | loss: 0.0311457 | val_loss: 0.0311781 | Time: 2460.78 ms [2022-04-24 16:32:31 main:581] : INFO : Epoch 1859 | loss: 0.0311423 | val_loss: 0.0311787 | Time: 2457.53 ms [2022-04-24 16:32:33 main:581] : INFO : Epoch 1860 | loss: 0.0311415 | val_loss: 0.031181 | Time: 2463.54 ms [2022-04-24 16:32:36 main:581] : INFO : Epoch 1861 | loss: 0.0311441 | val_loss: 0.03118 | Time: 2463.22 ms [2022-04-24 16:32:38 main:581] : INFO : Epoch 1862 | loss: 0.0311434 | val_loss: 0.0311782 | Time: 2460.38 ms [2022-04-24 16:32:41 main:581] : INFO : Epoch 1863 | loss: 0.0311442 | val_loss: 0.031177 | Time: 2456.35 ms [2022-04-24 16:32:43 main:581] : INFO : Epoch 1864 | loss: 0.0311461 | val_loss: 0.0311786 | Time: 2455.88 ms [2022-04-24 16:32:46 main:581] : INFO : Epoch 1865 | loss: 0.0311434 | val_loss: 0.0311787 | Time: 2463.34 ms [2022-04-24 16:32:48 main:581] : INFO : Epoch 1866 | loss: 0.0311409 | val_loss: 0.0311807 | Time: 2458.5 ms [2022-04-24 16:32:51 main:581] : INFO : Epoch 1867 | loss: 0.031139 | val_loss: 0.0311753 | Time: 2459.82 ms [2022-04-24 16:32:53 main:581] : INFO : Epoch 1868 | loss: 0.0311426 | val_loss: 0.0311805 | Time: 2456.77 ms [2022-04-24 16:32:55 main:581] : INFO : Epoch 1869 | loss: 0.0311517 | val_loss: 0.0311847 | Time: 2458.32 ms [2022-04-24 16:32:58 main:581] : INFO : Epoch 1870 | loss: 0.0314221 | val_loss: 0.0315909 | Time: 2460.33 ms [2022-04-24 16:33:00 main:581] : INFO : Epoch 1871 | loss: 0.0316629 | val_loss: 0.0314694 | Time: 2459.09 ms [2022-04-24 16:33:03 main:581] : INFO : Epoch 1872 | loss: 0.0312941 | val_loss: 0.0312002 | Time: 2457.03 ms [2022-04-24 16:33:05 main:581] : INFO : Epoch 1873 | loss: 0.031175 | val_loss: 0.0311868 | Time: 2460.75 ms [2022-04-24 16:33:08 main:581] : INFO : Epoch 1874 | loss: 0.0311478 | val_loss: 0.031179 | Time: 2460.76 ms [2022-04-24 16:33:10 main:581] : INFO : Epoch 1875 | loss: 0.0311418 | val_loss: 0.0311759 | Time: 2460.36 ms [2022-04-24 16:33:13 main:581] : INFO : Epoch 1876 | loss: 0.0311404 | val_loss: 0.0311752 | Time: 2460.97 ms [2022-04-24 16:33:15 main:581] : INFO : Epoch 1877 | loss: 0.0311389 | val_loss: 0.031177 | Time: 2460.32 ms [2022-04-24 16:33:18 main:581] : INFO : Epoch 1878 | loss: 0.0311371 | val_loss: 0.0311762 | Time: 2456.56 ms [2022-04-24 16:33:20 main:581] : INFO : Epoch 1879 | loss: 0.0311389 | val_loss: 0.0311759 | Time: 2463.44 ms [2022-04-24 16:33:23 main:581] : INFO : Epoch 1880 | loss: 0.0311436 | val_loss: 0.0311738 | Time: 2457.17 ms [2022-04-24 16:33:25 main:581] : INFO : Epoch 1881 | loss: 0.0311415 | val_loss: 0.0311741 | Time: 2455.93 ms [2022-04-24 16:33:27 main:581] : INFO : Epoch 1882 | loss: 0.0311409 | val_loss: 0.0311751 | Time: 2460.23 ms [2022-04-24 16:33:30 main:581] : INFO : Epoch 1883 | loss: 0.0311392 | val_loss: 0.0311726 | Time: 2458.51 ms [2022-04-24 16:33:32 main:581] : INFO : Epoch 1884 | loss: 0.0311378 | val_loss: 0.0311768 | Time: 2457 ms [2022-04-24 16:33:35 main:581] : INFO : Epoch 1885 | loss: 0.0311378 | val_loss: 0.0311732 | Time: 2457.1 ms [2022-04-24 16:33:37 main:581] : INFO : Epoch 1886 | loss: 0.0311352 | val_loss: 0.0311773 | Time: 2461.25 ms [2022-04-24 16:33:40 main:581] : INFO : Epoch 1887 | loss: 0.0311361 | val_loss: 0.0311734 | Time: 2460.51 ms [2022-04-24 16:33:42 main:581] : INFO : Epoch 1888 | loss: 0.0311367 | val_loss: 0.0311752 | Time: 2456.02 ms [2022-04-24 16:33:45 main:581] : INFO : Epoch 1889 | loss: 0.0311367 | val_loss: 0.0311762 | Time: 2454.8 ms [2022-04-24 16:33:47 main:581] : INFO : Epoch 1890 | loss: 0.0311389 | val_loss: 0.0311758 | Time: 2465.01 ms [2022-04-24 16:33:50 main:581] : INFO : Epoch 1891 | loss: 0.0311381 | val_loss: 0.0311773 | Time: 2460.18 ms [2022-04-24 16:33:52 main:581] : INFO : Epoch 1892 | loss: 0.0311366 | val_loss: 0.0311766 | Time: 2458.51 ms [2022-04-24 16:33:55 main:581] : INFO : Epoch 1893 | loss: 0.0311393 | val_loss: 0.0311757 | Time: 2455.68 ms [2022-04-24 16:33:57 main:581] : INFO : Epoch 1894 | loss: 0.0311392 | val_loss: 0.0311741 | Time: 2461.61 ms [2022-04-24 16:33:59 main:581] : INFO : Epoch 1895 | loss: 0.0311347 | val_loss: 0.0311734 | Time: 2458.25 ms [2022-04-24 16:34:02 main:581] : INFO : Epoch 1896 | loss: 0.0311367 | val_loss: 0.0311745 | Time: 2456.25 ms [2022-04-24 16:34:04 main:581] : INFO : Epoch 1897 | loss: 0.0311383 | val_loss: 0.0311729 | Time: 2462.81 ms [2022-04-24 16:34:07 main:581] : INFO : Epoch 1898 | loss: 0.0311365 | val_loss: 0.0311682 | Time: 2461.55 ms [2022-04-24 16:34:09 main:581] : INFO : Epoch 1899 | loss: 0.0311337 | val_loss: 0.0311717 | Time: 2459.13 ms [2022-04-24 16:34:12 main:581] : INFO : Epoch 1900 | loss: 0.0311326 | val_loss: 0.0311711 | Time: 2464.6 ms [2022-04-24 16:34:14 main:581] : INFO : Epoch 1901 | loss: 0.0311329 | val_loss: 0.0311743 | Time: 2458.66 ms [2022-04-24 16:34:17 main:581] : INFO : Epoch 1902 | loss: 0.0311355 | val_loss: 0.0311764 | Time: 2463.8 ms [2022-04-24 16:34:19 main:581] : INFO : Epoch 1903 | loss: 0.0311322 | val_loss: 0.031177 | Time: 2455.57 ms [2022-04-24 16:34:22 main:581] : INFO : Epoch 1904 | loss: 0.0311313 | val_loss: 0.0311766 | Time: 2460.16 ms [2022-04-24 16:34:24 main:581] : INFO : Epoch 1905 | loss: 0.0311342 | val_loss: 0.0311729 | Time: 2460.45 ms [2022-04-24 16:34:26 main:581] : INFO : Epoch 1906 | loss: 0.0311354 | val_loss: 0.0311737 | Time: 2459.31 ms [2022-04-24 16:34:29 main:581] : INFO : Epoch 1907 | loss: 0.0311343 | val_loss: 0.031178 | Time: 2459.07 ms [2022-04-24 16:34:31 main:581] : INFO : Epoch 1908 | loss: 0.0311342 | val_loss: 0.0311741 | Time: 2460.16 ms [2022-04-24 16:34:34 main:581] : INFO : Epoch 1909 | loss: 0.0311331 | val_loss: 0.0311777 | Time: 2459.89 ms [2022-04-24 16:34:36 main:581] : INFO : Epoch 1910 | loss: 0.0311383 | val_loss: 0.0311781 | Time: 2455.72 ms [2022-04-24 16:34:39 main:581] : INFO : Epoch 1911 | loss: 0.0311464 | val_loss: 0.0311756 | Time: 2463.19 ms [2022-04-24 16:34:41 main:581] : INFO : Epoch 1912 | loss: 0.031145 | val_loss: 0.0311761 | Time: 2462.02 ms [2022-04-24 16:34:44 main:581] : INFO : Epoch 1913 | loss: 0.0311452 | val_loss: 0.0311856 | Time: 2455.05 ms [2022-04-24 16:34:46 main:581] : INFO : Epoch 1914 | loss: 0.031152 | val_loss: 0.0311776 | Time: 2460.83 ms [2022-04-24 16:34:49 main:581] : INFO : Epoch 1915 | loss: 0.0311498 | val_loss: 0.0311802 | Time: 2459.07 ms [2022-04-24 16:34:51 main:581] : INFO : Epoch 1916 | loss: 0.0311502 | val_loss: 0.031176 | Time: 2457.95 ms [2022-04-24 16:34:54 main:581] : INFO : Epoch 1917 | loss: 0.0311481 | val_loss: 0.0311781 | Time: 2455.75 ms [2022-04-24 16:34:56 main:581] : INFO : Epoch 1918 | loss: 0.0311468 | val_loss: 0.0311719 | Time: 2464.79 ms [2022-04-24 16:34:58 main:581] : INFO : Epoch 1919 | loss: 0.0311455 | val_loss: 0.0311735 | Time: 2460.07 ms [2022-04-24 16:35:01 main:581] : INFO : Epoch 1920 | loss: 0.0311447 | val_loss: 0.0311791 | Time: 2463.56 ms [2022-04-24 16:35:03 main:581] : INFO : Epoch 1921 | loss: 0.0311421 | val_loss: 0.0311702 | Time: 2461.04 ms [2022-04-24 16:35:06 main:581] : INFO : Epoch 1922 | loss: 0.0311424 | val_loss: 0.0311735 | Time: 2458.94 ms [2022-04-24 16:35:08 main:581] : INFO : Epoch 1923 | loss: 0.0311465 | val_loss: 0.0311715 | Time: 2455.05 ms [2022-04-24 16:35:11 main:581] : INFO : Epoch 1924 | loss: 0.0311461 | val_loss: 0.0311752 | Time: 2458.6 ms [2022-04-24 16:35:13 main:581] : INFO : Epoch 1925 | loss: 0.0311456 | val_loss: 0.0311748 | Time: 2460.73 ms [2022-04-24 16:35:16 main:581] : INFO : Epoch 1926 | loss: 0.0311446 | val_loss: 0.0311706 | Time: 2456.88 ms [2022-04-24 16:35:18 main:581] : INFO : Epoch 1927 | loss: 0.0311446 | val_loss: 0.031179 | Time: 2458.93 ms [2022-04-24 16:35:21 main:581] : INFO : Epoch 1928 | loss: 0.0311436 | val_loss: 0.031178 | Time: 2459.93 ms [2022-04-24 16:35:23 main:581] : INFO : Epoch 1929 | loss: 0.0311423 | val_loss: 0.0311704 | Time: 2460 ms [2022-04-24 16:35:26 main:581] : INFO : Epoch 1930 | loss: 0.0311397 | val_loss: 0.0311693 | Time: 2461.08 ms [2022-04-24 16:35:28 main:581] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311718 | Time: 2462.08 ms [2022-04-24 16:35:30 main:581] : INFO : Epoch 1932 | loss: 0.031137 | val_loss: 0.0311755 | Time: 2460.43 ms [2022-04-24 16:35:33 main:581] : INFO : Epoch 1933 | loss: 0.0311379 | val_loss: 0.0311755 | Time: 2455.26 ms [2022-04-24 16:35:35 main:581] : INFO : Epoch 1934 | loss: 0.031145 | val_loss: 0.0311773 | Time: 2461.51 ms [2022-04-24 16:35:38 main:581] : INFO : Epoch 1935 | loss: 0.0311444 | val_loss: 0.0311781 | Time: 2458.64 ms [2022-04-24 16:35:40 main:581] : INFO : Epoch 1936 | loss: 0.0311443 | val_loss: 0.0311788 | Time: 2460.53 ms [2022-04-24 16:35:43 main:581] : INFO : Epoch 1937 | loss: 0.0311429 | val_loss: 0.0311735 | Time: 2463.82 ms [2022-04-24 16:35:45 main:581] : INFO : Epoch 1938 | loss: 0.0311413 | val_loss: 0.0311764 | Time: 2461.89 ms [2022-04-24 16:35:48 main:581] : INFO : Epoch 1939 | loss: 0.031139 | val_loss: 0.0311757 | Time: 2457.93 ms [2022-04-24 16:35:50 main:581] : INFO : Epoch 1940 | loss: 0.0311392 | val_loss: 0.0311783 | Time: 2457.89 ms [2022-04-24 16:35:53 main:581] : INFO : Epoch 1941 | loss: 0.0311415 | val_loss: 0.0311728 | Time: 2454.71 ms [2022-04-24 16:35:55 main:581] : INFO : Epoch 1942 | loss: 0.0311446 | val_loss: 0.0311719 | Time: 2456.87 ms [2022-04-24 16:35:58 main:581] : INFO : Epoch 1943 | loss: 0.0311424 | val_loss: 0.0311733 | Time: 2459.68 ms [2022-04-24 16:36:00 main:581] : INFO : Epoch 1944 | loss: 0.0311408 | val_loss: 0.0311707 | Time: 2456.32 ms [2022-04-24 16:36:02 main:581] : INFO : Epoch 1945 | loss: 0.0311385 | val_loss: 0.031175 | Time: 2456.77 ms [2022-04-24 16:36:05 main:581] : INFO : Epoch 1946 | loss: 0.0311389 | val_loss: 0.031175 | Time: 2460.36 ms [2022-04-24 16:36:07 main:581] : INFO : Epoch 1947 | loss: 0.0311373 | val_loss: 0.0311722 | Time: 2459.84 ms [2022-04-24 16:36:10 main:581] : INFO : Epoch 1948 | loss: 0.0311387 | val_loss: 0.0311718 | Time: 2464.43 ms [2022-04-24 16:36:12 main:581] : INFO : Epoch 1949 | loss: 0.0311391 | val_loss: 0.0311658 | Time: 2458.93 ms [2022-04-24 16:36:15 main:581] : INFO : Epoch 1950 | loss: 0.0311383 | val_loss: 0.0311729 | Time: 2456.45 ms [2022-04-24 16:36:17 main:581] : INFO : Epoch 1951 | loss: 0.0311367 | val_loss: 0.0311716 | Time: 2463.51 ms [2022-04-24 16:36:20 main:581] : INFO : Epoch 1952 | loss: 0.0311345 | val_loss: 0.0311777 | Time: 2458.03 ms [2022-04-24 16:36:22 main:581] : INFO : Epoch 1953 | loss: 0.0311375 | val_loss: 0.0311708 | Time: 2454.13 ms [2022-04-24 16:36:25 main:581] : INFO : Epoch 1954 | loss: 0.0311336 | val_loss: 0.0311722 | Time: 2459.26 ms [2022-04-24 16:36:27 main:581] : INFO : Epoch 1955 | loss: 0.0311339 | val_loss: 0.031171 | Time: 2456.2 ms [2022-04-24 16:36:29 main:581] : INFO : Epoch 1956 | loss: 0.0311332 | val_loss: 0.0311687 | Time: 2460.29 ms [2022-04-24 16:36:32 main:581] : INFO : Epoch 1957 | loss: 0.0311338 | val_loss: 0.0311731 | Time: 2457.11 ms [2022-04-24 16:36:34 main:581] : INFO : Epoch 1958 | loss: 0.0311358 | val_loss: 0.0311734 | Time: 2455.94 ms [2022-04-24 16:36:37 main:581] : INFO : Epoch 1959 | loss: 0.0311401 | val_loss: 0.031173 | Time: 2456.13 ms [2022-04-24 16:36:39 main:581] : INFO : Epoch 1960 | loss: 0.0311351 | val_loss: 0.0311727 | Time: 2462.38 ms [2022-04-24 16:36:42 main:581] : INFO : Epoch 1961 | loss: 0.0311353 | val_loss: 0.0311727 | Time: 2456.94 ms [2022-04-24 16:36:44 main:581] : INFO : Epoch 1962 | loss: 0.0311374 | val_loss: 0.0311713 | Time: 2452.76 ms [2022-04-24 16:36:47 main:581] : INFO : Epoch 1963 | loss: 0.0311356 | val_loss: 0.0311754 | Time: 2459.34 ms [2022-04-24 16:36:49 main:581] : INFO : Epoch 1964 | loss: 0.031133 | val_loss: 0.0311749 | Time: 2459.15 ms [2022-04-24 16:36:52 main:581] : INFO : Epoch 1965 | loss: 0.0311328 | val_loss: 0.0311819 | Time: 2457.84 ms [2022-04-24 16:36:54 main:581] : INFO : Epoch 1966 | loss: 0.0311318 | val_loss: 0.0311756 | Time: 2454.97 ms [2022-04-24 16:36:57 main:581] : INFO : Epoch 1967 | loss: 0.0311309 | val_loss: 0.0311728 | Time: 2463.42 ms [2022-04-24 16:36:59 main:581] : INFO : Epoch 1968 | loss: 0.0311319 | val_loss: 0.0311755 | Time: 2458.95 ms [2022-04-24 16:37:01 main:581] : INFO : Epoch 1969 | loss: 0.0311347 | val_loss: 0.0311812 | Time: 2457.55 ms [2022-04-24 16:37:04 main:581] : INFO : Epoch 1970 | loss: 0.0311363 | val_loss: 0.0311865 | Time: 2460.8 ms [2022-04-24 16:37:06 main:581] : INFO : Epoch 1971 | loss: 0.0311413 | val_loss: 0.0311718 | Time: 2455.25 ms [2022-04-24 16:37:09 main:581] : INFO : Epoch 1972 | loss: 0.0311339 | val_loss: 0.0311698 | Time: 2455.27 ms [2022-04-24 16:37:11 main:581] : INFO : Epoch 1973 | loss: 0.0311308 | val_loss: 0.0311711 | Time: 2462.88 ms [2022-04-24 16:37:14 main:581] : INFO : Epoch 1974 | loss: 0.0311317 | val_loss: 0.0311792 | Time: 2460.13 ms [2022-04-24 16:37:16 main:581] : INFO : Epoch 1975 | loss: 0.031132 | val_loss: 0.0311756 | Time: 2455.9 ms [2022-04-24 16:37:19 main:581] : INFO : Epoch 1976 | loss: 0.0311305 | val_loss: 0.0311758 | Time: 2463.93 ms [2022-04-24 16:37:21 main:581] : INFO : Epoch 1977 | loss: 0.0311305 | val_loss: 0.0311721 | Time: 2461.05 ms [2022-04-24 16:37:24 main:581] : INFO : Epoch 1978 | loss: 0.0311323 | val_loss: 0.0311733 | Time: 2460.52 ms [2022-04-24 16:37:26 main:581] : INFO : Epoch 1979 | loss: 0.0311353 | val_loss: 0.0311703 | Time: 2456.85 ms [2022-04-24 16:37:28 main:581] : INFO : Epoch 1980 | loss: 0.0311363 | val_loss: 0.0311698 | Time: 2452.52 ms [2022-04-24 16:37:31 main:581] : INFO : Epoch 1981 | loss: 0.0311372 | val_loss: 0.0311695 | Time: 2458.8 ms [2022-04-24 16:37:33 main:581] : INFO : Epoch 1982 | loss: 0.0311384 | val_loss: 0.0311717 | Time: 2457.62 ms [2022-04-24 16:37:36 main:581] : INFO : Epoch 1983 | loss: 0.0311372 | val_loss: 0.0311757 | Time: 2458.3 ms [2022-04-24 16:37:38 main:581] : INFO : Epoch 1984 | loss: 0.031136 | val_loss: 0.0311736 | Time: 2454.53 ms [2022-04-24 16:37:41 main:581] : INFO : Epoch 1985 | loss: 0.0311365 | val_loss: 0.0311689 | Time: 2455.74 ms [2022-04-24 16:37:43 main:581] : INFO : Epoch 1986 | loss: 0.0311357 | val_loss: 0.0311801 | Time: 2455.03 ms [2022-04-24 16:37:46 main:581] : INFO : Epoch 1987 | loss: 0.0311341 | val_loss: 0.0311704 | Time: 2457.09 ms [2022-04-24 16:37:48 main:581] : INFO : Epoch 1988 | loss: 0.0311355 | val_loss: 0.031176 | Time: 2454.14 ms [2022-04-24 16:37:51 main:581] : INFO : Epoch 1989 | loss: 0.0311406 | val_loss: 0.0311832 | Time: 2465.41 ms [2022-04-24 16:37:53 main:581] : INFO : Epoch 1990 | loss: 0.0311395 | val_loss: 0.0311744 | Time: 2457.12 ms [2022-04-24 16:37:56 main:581] : INFO : Epoch 1991 | loss: 0.0311345 | val_loss: 0.0311743 | Time: 2454.04 ms [2022-04-24 16:37:58 main:581] : INFO : Epoch 1992 | loss: 0.0311363 | val_loss: 0.0311738 | Time: 2461.52 ms [2022-04-24 16:38:00 main:581] : INFO : Epoch 1993 | loss: 0.0311457 | val_loss: 0.0311726 | Time: 2459.55 ms [2022-04-24 16:38:03 main:581] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311727 | Time: 2455.09 ms [2022-04-24 16:38:05 main:581] : INFO : Epoch 1995 | loss: 0.0311448 | val_loss: 0.031174 | Time: 2462.81 ms [2022-04-24 16:38:08 main:581] : INFO : Epoch 1996 | loss: 0.0311436 | val_loss: 0.0311739 | Time: 2457.48 ms [2022-04-24 16:38:10 main:581] : INFO : Epoch 1997 | loss: 0.031141 | val_loss: 0.0311733 | Time: 2459.98 ms [2022-04-24 16:38:13 main:581] : INFO : Epoch 1998 | loss: 0.0311407 | val_loss: 0.0311779 | Time: 2455.52 ms [2022-04-24 16:38:15 main:581] : INFO : Epoch 1999 | loss: 0.0311395 | val_loss: 0.0311724 | Time: 2460.8 ms [2022-04-24 16:38:18 main:581] : INFO : Epoch 2000 | loss: 0.0311395 | val_loss: 0.0311751 | Time: 2461.04 ms [2022-04-24 16:38:20 main:581] : INFO : Epoch 2001 | loss: 0.031141 | val_loss: 0.0311923 | Time: 2458.7 ms [2022-04-24 16:38:23 main:581] : INFO : Epoch 2002 | loss: 0.0311443 | val_loss: 0.0311726 | Time: 2470.64 ms [2022-04-24 16:38:25 main:581] : INFO : Epoch 2003 | loss: 0.0311367 | val_loss: 0.0311859 | Time: 2459.99 ms [2022-04-24 16:38:27 main:581] : INFO : Epoch 2004 | loss: 0.0311338 | val_loss: 0.0311783 | Time: 2458.87 ms [2022-04-24 16:38:30 main:581] : INFO : Epoch 2005 | loss: 0.0311335 | val_loss: 0.031178 | Time: 2463.3 ms [2022-04-24 16:38:32 main:581] : INFO : Epoch 2006 | loss: 0.0311352 | val_loss: 0.031177 | Time: 2456.96 ms [2022-04-24 16:38:35 main:581] : INFO : Epoch 2007 | loss: 0.0311367 | val_loss: 0.0311738 | Time: 2453.07 ms [2022-04-24 16:38:37 main:581] : INFO : Epoch 2008 | loss: 0.0311419 | val_loss: 0.0311757 | Time: 2462.06 ms [2022-04-24 16:38:40 main:581] : INFO : Epoch 2009 | loss: 0.0311538 | val_loss: 0.0311746 | Time: 2458.39 ms [2022-04-24 16:38:42 main:581] : INFO : Epoch 2010 | loss: 0.031148 | val_loss: 0.031179 | Time: 2458.59 ms [2022-04-24 16:38:45 main:581] : INFO : Epoch 2011 | loss: 0.0311447 | val_loss: 0.0311711 | Time: 2456.43 ms [2022-04-24 16:38:47 main:581] : INFO : Epoch 2012 | loss: 0.0311429 | val_loss: 0.0311716 | Time: 2455.11 ms [2022-04-24 16:38:50 main:581] : INFO : Epoch 2013 | loss: 0.0311422 | val_loss: 0.0311692 | Time: 2462.46 ms [2022-04-24 16:38:52 main:581] : INFO : Epoch 2014 | loss: 0.0311438 | val_loss: 0.0311914 | Time: 2462.38 ms [2022-04-24 16:38:55 main:581] : INFO : Epoch 2015 | loss: 0.0311402 | val_loss: 0.031168 | Time: 2456.24 ms [2022-04-24 16:38:57 main:581] : INFO : Epoch 2016 | loss: 0.0311363 | val_loss: 0.0311789 | Time: 2461.03 ms [2022-04-24 16:38:59 main:581] : INFO : Epoch 2017 | loss: 0.0311398 | val_loss: 0.0311754 | Time: 2455.25 ms [2022-04-24 16:39:02 main:581] : INFO : Epoch 2018 | loss: 0.0311396 | val_loss: 0.031177 | Time: 2462.58 ms [2022-04-24 16:39:04 main:581] : INFO : Epoch 2019 | loss: 0.0311377 | val_loss: 0.0311752 | Time: 2457.91 ms [2022-04-24 16:39:07 main:581] : INFO : Epoch 2020 | loss: 0.0311365 | val_loss: 0.0311753 | Time: 2462.32 ms [2022-04-24 16:39:09 main:581] : INFO : Epoch 2021 | loss: 0.0311376 | val_loss: 0.0311766 | Time: 2458.09 ms [2022-04-24 16:39:12 main:581] : INFO : Epoch 2022 | loss: 0.0311376 | val_loss: 0.0311756 | Time: 2455.29 ms [2022-04-24 16:39:14 main:581] : INFO : Epoch 2023 | loss: 0.0311402 | val_loss: 0.0311763 | Time: 2458.63 ms [2022-04-24 16:39:17 main:581] : INFO : Epoch 2024 | loss: 0.0311424 | val_loss: 0.0311777 | Time: 2461.1 ms [2022-04-24 16:39:19 main:581] : INFO : Epoch 2025 | loss: 0.0311387 | val_loss: 0.0311749 | Time: 2455.43 ms [2022-04-24 16:39:22 main:581] : INFO : Epoch 2026 | loss: 0.0311406 | val_loss: 0.0311759 | Time: 2454.34 ms [2022-04-24 16:39:24 main:581] : INFO : Epoch 2027 | loss: 0.0311393 | val_loss: 0.0311755 | Time: 2458.18 ms [2022-04-24 16:39:27 main:581] : INFO : Epoch 2028 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 2458.81 ms [2022-04-24 16:39:29 main:581] : INFO : Epoch 2029 | loss: 0.0311345 | val_loss: 0.0311679 | Time: 2452.34 ms [2022-04-24 16:39:31 main:581] : INFO : Epoch 2030 | loss: 0.0311347 | val_loss: 0.0311745 | Time: 2460.65 ms [2022-04-24 16:39:34 main:581] : INFO : Epoch 2031 | loss: 0.031133 | val_loss: 0.0311736 | Time: 2461.72 ms [2022-04-24 16:39:36 main:581] : INFO : Epoch 2032 | loss: 0.031134 | val_loss: 0.0311733 | Time: 2454.91 ms [2022-04-24 16:39:39 main:581] : INFO : Epoch 2033 | loss: 0.0311374 | val_loss: 0.03117 | Time: 2453.6 ms [2022-04-24 16:39:41 main:581] : INFO : Epoch 2034 | loss: 0.0311355 | val_loss: 0.0311737 | Time: 2461.14 ms [2022-04-24 16:39:44 main:581] : INFO : Epoch 2035 | loss: 0.031134 | val_loss: 0.0311699 | Time: 2458.13 ms [2022-04-24 16:39:46 main:581] : INFO : Epoch 2036 | loss: 0.0311345 | val_loss: 0.031172 | Time: 2452.35 ms [2022-04-24 16:39:49 main:581] : INFO : Epoch 2037 | loss: 0.031136 | val_loss: 0.0311724 | Time: 2459.54 ms [2022-04-24 16:39:51 main:581] : INFO : Epoch 2038 | loss: 0.0311369 | val_loss: 0.0311747 | Time: 2457.74 ms [2022-04-24 16:39:54 main:581] : INFO : Epoch 2039 | loss: 0.0311382 | val_loss: 0.031174 | Time: 2458.93 ms [2022-04-24 16:39:56 main:581] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.0311734 | Time: 2456.37 ms [2022-04-24 16:39:58 main:581] : INFO : Epoch 2041 | loss: 0.0311396 | val_loss: 0.0311751 | Time: 2458.61 ms [2022-04-24 16:40:01 main:581] : INFO : Epoch 2042 | loss: 0.031137 | val_loss: 0.0311778 | Time: 2464.57 ms [2022-04-24 16:40:03 main:581] : INFO : Epoch 2043 | loss: 0.0311374 | val_loss: 0.0311788 | Time: 2458.8 ms [2022-04-24 16:40:06 main:581] : INFO : Epoch 2044 | loss: 0.0311368 | val_loss: 0.0311744 | Time: 2457.57 ms [2022-04-24 16:40:08 main:581] : INFO : Epoch 2045 | loss: 0.0311361 | val_loss: 0.0311763 | Time: 2460.31 ms [2022-04-24 16:40:11 main:581] : INFO : Epoch 2046 | loss: 0.0311504 | val_loss: 0.0311884 | Time: 2457.36 ms [2022-04-24 16:40:13 main:581] : INFO : Epoch 2047 | loss: 0.0311779 | val_loss: 0.0311754 | Time: 2458.09 ms [2022-04-24 16:40:16 main:581] : INFO : Epoch 2048 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 2457.56 ms [2022-04-24 16:40:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311721 [2022-04-24 16:40:16 main:610] : INFO : Saving end state to config to file [2022-04-24 16:40:16 main:615] : INFO : Success, exiting.. 16:40:16 (265990): 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)