Task 14597309
| Name | ParityModified-1647049196-26693-2-0_4 |
| Workunit | 10990489 |
| Created | 11 Apr 2022, 14:38:52 UTC |
| Sent | 11 Apr 2022, 14:39:19 UTC |
| Report deadline | 19 Apr 2022, 14:39:19 UTC |
| Received | 11 Apr 2022, 19:52:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 55 min 33 sec |
| CPU time | 55 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311554 | val_loss: 0.0311554 | Time: 1722.11 ms
[2022-04-11 21:37:51 main:581] : INFO : Epoch 1539 | loss: 0.0311488 | val_loss: 0.0311529 | Time: 1585.73 ms
[2022-04-11 21:37:53 main:581] : INFO : Epoch 1540 | loss: 0.0311465 | val_loss: 0.0311481 | Time: 1673.1 ms
[2022-04-11 21:37:55 main:581] : INFO : Epoch 1541 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 1941.24 ms
[2022-04-11 21:37:56 main:581] : INFO : Epoch 1542 | loss: 0.0311453 | val_loss: 0.0311483 | Time: 1693.59 ms
[2022-04-11 21:37:58 main:581] : INFO : Epoch 1543 | loss: 0.0311427 | val_loss: 0.0311513 | Time: 1678.86 ms
[2022-04-11 21:38:00 main:581] : INFO : Epoch 1544 | loss: 0.0311436 | val_loss: 0.0311476 | Time: 1818.56 ms
[2022-04-11 21:38:02 main:581] : INFO : Epoch 1545 | loss: 0.0311453 | val_loss: 0.0311515 | Time: 1694.75 ms
[2022-04-11 21:38:03 main:581] : INFO : Epoch 1546 | loss: 0.0311445 | val_loss: 0.0311481 | Time: 1765.93 ms
[2022-04-11 21:38:05 main:581] : INFO : Epoch 1547 | loss: 0.0311425 | val_loss: 0.0311484 | Time: 1618.06 ms
[2022-04-11 21:38:07 main:581] : INFO : Epoch 1548 | loss: 0.0311421 | val_loss: 0.0311486 | Time: 1796.14 ms
[2022-04-11 21:38:09 main:581] : INFO : Epoch 1549 | loss: 0.0311407 | val_loss: 0.0311485 | Time: 1996.5 ms
[2022-04-11 21:38:10 main:581] : INFO : Epoch 1550 | loss: 0.0311404 | val_loss: 0.0311537 | Time: 1730.07 ms
[2022-04-11 21:38:12 main:581] : INFO : Epoch 1551 | loss: 0.0311398 | val_loss: 0.0311516 | Time: 1917.89 ms
[2022-04-11 21:38:14 main:581] : INFO : Epoch 1552 | loss: 0.031142 | val_loss: 0.0311588 | Time: 1971.86 ms
[2022-04-11 21:38:16 main:581] : INFO : Epoch 1553 | loss: 0.0311409 | val_loss: 0.0311489 | Time: 1879.44 ms
[2022-04-11 21:38:18 main:581] : INFO : Epoch 1554 | loss: 0.0311388 | val_loss: 0.0311495 | Time: 1738.09 ms
[2022-04-11 21:38:20 main:581] : INFO : Epoch 1555 | loss: 0.0311438 | val_loss: 0.0311535 | Time: 1750.35 ms
[2022-04-11 21:38:21 main:581] : INFO : Epoch 1556 | loss: 0.0311396 | val_loss: 0.031149 | Time: 1729.19 ms
[2022-04-11 21:38:23 main:581] : INFO : Epoch 1557 | loss: 0.0311388 | val_loss: 0.0311504 | Time: 1603.29 ms
[2022-04-11 21:38:25 main:581] : INFO : Epoch 1558 | loss: 0.0311394 | val_loss: 0.0311483 | Time: 1723.06 ms
[2022-04-11 21:38:26 main:581] : INFO : Epoch 1559 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 1701.08 ms
[2022-04-11 21:38:28 main:581] : INFO : Epoch 1560 | loss: 0.0311434 | val_loss: 0.0311581 | Time: 1687.1 ms
[2022-04-11 21:38:30 main:581] : INFO : Epoch 1561 | loss: 0.031141 | val_loss: 0.0311502 | Time: 1610.7 ms
[2022-04-11 21:38:32 main:581] : INFO : Epoch 1562 | loss: 0.0311393 | val_loss: 0.0311492 | Time: 1804.04 ms
[2022-04-11 21:38:33 main:581] : INFO : Epoch 1563 | loss: 0.0311375 | val_loss: 0.0311481 | Time: 1853.03 ms
[2022-04-11 21:38:35 main:581] : INFO : Epoch 1564 | loss: 0.0311367 | val_loss: 0.031147 | Time: 1693.02 ms
[2022-04-11 21:38:37 main:581] : INFO : Epoch 1565 | loss: 0.0311368 | val_loss: 0.0311499 | Time: 1868.25 ms
[2022-04-11 21:38:39 main:581] : INFO : Epoch 1566 | loss: 0.0311364 | val_loss: 0.0311475 | Time: 2051.27 ms
[2022-04-11 21:38:41 main:581] : INFO : Epoch 1567 | loss: 0.0311384 | val_loss: 0.0311465 | Time: 1791.37 ms
[2022-04-11 21:38:43 main:581] : INFO : Epoch 1568 | loss: 0.0311381 | val_loss: 0.0311505 | Time: 1703 ms
[2022-04-11 21:38:44 main:581] : INFO : Epoch 1569 | loss: 0.0311436 | val_loss: 0.0311483 | Time: 1779.81 ms
[2022-04-11 21:38:46 main:581] : INFO : Epoch 1570 | loss: 0.0311421 | val_loss: 0.0311468 | Time: 1895.39 ms
[2022-04-11 21:38:48 main:581] : INFO : Epoch 1571 | loss: 0.0311381 | val_loss: 0.031148 | Time: 1834.59 ms
[2022-04-11 21:38:50 main:581] : INFO : Epoch 1572 | loss: 0.0311389 | val_loss: 0.0311471 | Time: 1642.78 ms
[2022-04-11 21:38:51 main:581] : INFO : Epoch 1573 | loss: 0.0311389 | val_loss: 0.0311489 | Time: 1567.34 ms
[2022-04-11 21:38:53 main:581] : INFO : Epoch 1574 | loss: 0.0311376 | val_loss: 0.0311452 | Time: 1773.24 ms
[2022-04-11 21:38:55 main:581] : INFO : Epoch 1575 | loss: 0.0311365 | val_loss: 0.0311481 | Time: 1720.72 ms
[2022-04-11 21:38:56 main:581] : INFO : Epoch 1576 | loss: 0.0311415 | val_loss: 0.031149 | Time: 1661.94 ms
[2022-04-11 21:38:58 main:581] : INFO : Epoch 1577 | loss: 0.0311411 | val_loss: 0.0311465 | Time: 1625.32 ms
[2022-04-11 21:39:00 main:581] : INFO : Epoch 1578 | loss: 0.0311418 | val_loss: 0.031147 | Time: 1630.03 ms
[2022-04-11 21:39:01 main:581] : INFO : Epoch 1579 | loss: 0.0311394 | val_loss: 0.0311442 | Time: 1790.16 ms
[2022-04-11 21:39:03 main:581] : INFO : Epoch 1580 | loss: 0.0311415 | val_loss: 0.0311493 | Time: 1792.22 ms
[2022-04-11 21:39:05 main:581] : INFO : Epoch 1581 | loss: 0.0311438 | val_loss: 0.0311484 | Time: 1764.69 ms
[2022-04-11 21:39:07 main:581] : INFO : Epoch 1582 | loss: 0.0311397 | val_loss: 0.0311462 | Time: 1539.92 ms
[2022-04-11 21:39:08 main:581] : INFO : Epoch 1583 | loss: 0.0311385 | val_loss: 0.0311455 | Time: 1700.68 ms
[2022-04-11 21:39:10 main:581] : INFO : Epoch 1584 | loss: 0.0311379 | val_loss: 0.0311468 | Time: 1574.98 ms
[2022-04-11 21:39:11 main:581] : INFO : Epoch 1585 | loss: 0.0311382 | val_loss: 0.0311454 | Time: 1660.32 ms
[2022-04-11 21:39:13 main:581] : INFO : Epoch 1586 | loss: 0.0311386 | val_loss: 0.0311471 | Time: 1567.07 ms
[2022-04-11 21:39:15 main:581] : INFO : Epoch 1587 | loss: 0.0311399 | val_loss: 0.0311577 | Time: 1630.47 ms
[2022-04-11 21:39:17 main:581] : INFO : Epoch 1588 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 1915.29 ms
[2022-04-11 21:39:18 main:581] : INFO : Epoch 1589 | loss: 0.0311647 | val_loss: 0.0311609 | Time: 1544.13 ms
[2022-04-11 21:39:20 main:581] : INFO : Epoch 1590 | loss: 0.0311586 | val_loss: 0.0311601 | Time: 1559.11 ms
[2022-04-11 21:39:21 main:581] : INFO : Epoch 1591 | loss: 0.0311557 | val_loss: 0.031156 | Time: 1664.41 ms
[2022-04-11 21:39:23 main:581] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311557 | Time: 1805.53 ms
[2022-04-11 21:39:25 main:581] : INFO : Epoch 1593 | loss: 0.0311496 | val_loss: 0.0311519 | Time: 1645.57 ms
[2022-04-11 21:39:27 main:581] : INFO : Epoch 1594 | loss: 0.0311483 | val_loss: 0.0311501 | Time: 1739.03 ms
[2022-04-11 21:39:28 main:581] : INFO : Epoch 1595 | loss: 0.0311466 | val_loss: 0.0311514 | Time: 1712.49 ms
[2022-04-11 21:39:30 main:581] : INFO : Epoch 1596 | loss: 0.0311465 | val_loss: 0.0311466 | Time: 1547.47 ms
[2022-04-11 21:39:32 main:581] : INFO : Epoch 1597 | loss: 0.0311461 | val_loss: 0.0311506 | Time: 1778.83 ms
[2022-04-11 21:39:34 main:581] : INFO : Epoch 1598 | loss: 0.0311451 | val_loss: 0.0311497 | Time: 1983.07 ms
[2022-04-11 21:39:35 main:581] : INFO : Epoch 1599 | loss: 0.031146 | val_loss: 0.0311459 | Time: 1746.56 ms
[2022-04-11 21:39:37 main:581] : INFO : Epoch 1600 | loss: 0.0311451 | val_loss: 0.0311533 | Time: 1538.14 ms
[2022-04-11 21:39:39 main:581] : INFO : Epoch 1601 | loss: 0.0311445 | val_loss: 0.0311508 | Time: 1664.74 ms
[2022-04-11 21:39:40 main:581] : INFO : Epoch 1602 | loss: 0.0311423 | val_loss: 0.0311483 | Time: 1650.07 ms
[2022-04-11 21:39:42 main:581] : INFO : Epoch 1603 | loss: 0.0311444 | val_loss: 0.0311484 | Time: 1872.17 ms
[2022-04-11 21:39:44 main:581] : INFO : Epoch 1604 | loss: 0.0311422 | val_loss: 0.0311481 | Time: 1743.12 ms
[2022-04-11 21:39:46 main:581] : INFO : Epoch 1605 | loss: 0.0311442 | val_loss: 0.0311478 | Time: 1945.18 ms
[2022-04-11 21:39:48 main:581] : INFO : Epoch 1606 | loss: 0.0311417 | val_loss: 0.0311484 | Time: 1834.81 ms
[2022-04-11 21:39:50 main:581] : INFO : Epoch 1607 | loss: 0.0311404 | val_loss: 0.0311472 | Time: 2001.87 ms
[2022-04-11 21:39:51 main:581] : INFO : Epoch 1608 | loss: 0.0311395 | val_loss: 0.0311478 | Time: 1677.01 ms
[2022-04-11 21:39:53 main:581] : INFO : Epoch 1609 | loss: 0.031142 | val_loss: 0.0311491 | Time: 1753.94 ms
[2022-04-11 21:39:55 main:581] : INFO : Epoch 1610 | loss: 0.0311379 | val_loss: 0.0311463 | Time: 1897.8 ms
[2022-04-11 21:39:57 main:581] : INFO : Epoch 1611 | loss: 0.0311374 | val_loss: 0.0311464 | Time: 1706.53 ms
[2022-04-11 21:39:58 main:581] : INFO : Epoch 1612 | loss: 0.0311418 | val_loss: 0.0311496 | Time: 1856.43 ms
[2022-04-11 21:40:00 main:581] : INFO : Epoch 1613 | loss: 0.0311443 | val_loss: 0.0311485 | Time: 1726.75 ms
[2022-04-11 21:40:02 main:581] : INFO : Epoch 1614 | loss: 0.0311486 | val_loss: 0.0311633 | Time: 1895.21 ms
[2022-04-11 21:40:04 main:581] : INFO : Epoch 1615 | loss: 0.0311557 | val_loss: 0.0311522 | Time: 1777.45 ms
[2022-04-11 21:40:06 main:581] : INFO : Epoch 1616 | loss: 0.0311545 | val_loss: 0.031157 | Time: 1630.1 ms
[2022-04-11 21:40:07 main:581] : INFO : Epoch 1617 | loss: 0.0311553 | val_loss: 0.0311576 | Time: 1914.03 ms
[2022-04-11 21:40:09 main:581] : INFO : Epoch 1618 | loss: 0.0311519 | val_loss: 0.0311525 | Time: 1847.65 ms
[2022-04-11 21:40:11 main:581] : INFO : Epoch 1619 | loss: 0.0311492 | val_loss: 0.031153 | Time: 1908.97 ms
[2022-04-11 21:40:13 main:581] : INFO : Epoch 1620 | loss: 0.0311485 | val_loss: 0.0311543 | Time: 1732.96 ms
[2022-04-11 21:40:15 main:581] : INFO : Epoch 1621 | loss: 0.0311489 | val_loss: 0.0311573 | Time: 1894.13 ms
[2022-04-11 21:40:17 main:581] : INFO : Epoch 1622 | loss: 0.0311476 | val_loss: 0.0311543 | Time: 1703.82 ms
[2022-04-11 21:40:18 main:581] : INFO : Epoch 1623 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 1565.82 ms
[2022-04-11 21:40:20 main:581] : INFO : Epoch 1624 | loss: 0.0311447 | val_loss: 0.0311487 | Time: 1658.38 ms
[2022-04-11 21:40:22 main:581] : INFO : Epoch 1625 | loss: 0.0311438 | val_loss: 0.0311488 | Time: 1943.9 ms
[2022-04-11 21:40:23 main:581] : INFO : Epoch 1626 | loss: 0.0311435 | val_loss: 0.0311532 | Time: 1801.29 ms
[2022-04-11 21:40:25 main:581] : INFO : Epoch 1627 | loss: 0.0311448 | val_loss: 0.0311509 | Time: 1770.58 ms
[2022-04-11 21:40:27 main:581] : INFO : Epoch 1628 | loss: 0.0311441 | val_loss: 0.0311472 | Time: 1836.68 ms
[2022-04-11 21:40:29 main:581] : INFO : Epoch 1629 | loss: 0.0311454 | val_loss: 0.0311502 | Time: 1829.97 ms
[2022-04-11 21:40:31 main:581] : INFO : Epoch 1630 | loss: 0.0311442 | val_loss: 0.0311504 | Time: 1736.35 ms
[2022-04-11 21:40:33 main:581] : INFO : Epoch 1631 | loss: 0.0311437 | val_loss: 0.0311526 | Time: 1857.41 ms
[2022-04-11 21:40:34 main:581] : INFO : Epoch 1632 | loss: 0.0311416 | val_loss: 0.0311495 | Time: 1787.52 ms
[2022-04-11 21:40:36 main:581] : INFO : Epoch 1633 | loss: 0.0311399 | val_loss: 0.0311529 | Time: 1782.95 ms
[2022-04-11 21:40:38 main:581] : INFO : Epoch 1634 | loss: 0.0311449 | val_loss: 0.0311567 | Time: 1781.79 ms
[2022-04-11 21:40:40 main:581] : INFO : Epoch 1635 | loss: 0.0311471 | val_loss: 0.031157 | Time: 1648.15 ms
[2022-04-11 21:40:42 main:581] : INFO : Epoch 1636 | loss: 0.0311478 | val_loss: 0.0311526 | Time: 2053.38 ms
[2022-04-11 21:40:43 main:581] : INFO : Epoch 1637 | loss: 0.0311471 | val_loss: 0.0311566 | Time: 1921.14 ms
[2022-04-11 21:40:45 main:581] : INFO : Epoch 1638 | loss: 0.0311491 | val_loss: 0.0311531 | Time: 1560.47 ms
[2022-04-11 21:40:47 main:581] : INFO : Epoch 1639 | loss: 0.031146 | val_loss: 0.0311505 | Time: 1583.04 ms
[2022-04-11 21:40:48 main:581] : INFO : Epoch 1640 | loss: 0.0311443 | val_loss: 0.0311508 | Time: 1720.28 ms
[2022-04-11 21:40:50 main:581] : INFO : Epoch 1641 | loss: 0.0311435 | val_loss: 0.0311478 | Time: 1859.02 ms
[2022-04-11 21:40:52 main:581] : INFO : Epoch 1642 | loss: 0.031139 | val_loss: 0.031145 | Time: 1595.49 ms
[2022-04-11 21:40:54 main:581] : INFO : Epoch 1643 | loss: 0.0311381 | val_loss: 0.0311446 | Time: 1767.68 ms
[2022-04-11 21:40:55 main:581] : INFO : Epoch 1644 | loss: 0.0311366 | val_loss: 0.0311467 | Time: 1611.57 ms
[2022-04-11 21:40:57 main:581] : INFO : Epoch 1645 | loss: 0.0311355 | val_loss: 0.0311471 | Time: 1876.53 ms
[2022-04-11 21:40:59 main:581] : INFO : Epoch 1646 | loss: 0.031136 | val_loss: 0.0311469 | Time: 1897.58 ms
[2022-04-11 21:41:01 main:581] : INFO : Epoch 1647 | loss: 0.0311356 | val_loss: 0.031147 | Time: 1721.78 ms
[2022-04-11 21:41:03 main:581] : INFO : Epoch 1648 | loss: 0.031137 | val_loss: 0.0311448 | Time: 1927.11 ms
[2022-04-11 21:41:05 main:581] : INFO : Epoch 1649 | loss: 0.0311345 | val_loss: 0.0311452 | Time: 1922.28 ms
[2022-04-11 21:41:06 main:581] : INFO : Epoch 1650 | loss: 0.0311359 | val_loss: 0.0311489 | Time: 1690.62 ms
[2022-04-11 21:41:08 main:581] : INFO : Epoch 1651 | loss: 0.0311334 | val_loss: 0.0311454 | Time: 1671.21 ms
[2022-04-11 21:41:10 main:581] : INFO : Epoch 1652 | loss: 0.0311324 | val_loss: 0.031146 | Time: 1771.55 ms
[2022-04-11 21:41:12 main:581] : INFO : Epoch 1653 | loss: 0.0311319 | val_loss: 0.031144 | Time: 1878.28 ms
[2022-04-11 21:41:13 main:581] : INFO : Epoch 1654 | loss: 0.0311322 | val_loss: 0.0311439 | Time: 1789.92 ms
[2022-04-11 21:41:15 main:581] : INFO : Epoch 1655 | loss: 0.0311336 | val_loss: 0.0311444 | Time: 1705.44 ms
[2022-04-11 21:41:17 main:581] : INFO : Epoch 1656 | loss: 0.0311319 | val_loss: 0.0311436 | Time: 1728.86 ms
[2022-04-11 21:41:19 main:581] : INFO : Epoch 1657 | loss: 0.0311319 | val_loss: 0.0311438 | Time: 1893.53 ms
[2022-04-11 21:41:20 main:581] : INFO : Epoch 1658 | loss: 0.031134 | val_loss: 0.0311454 | Time: 1716.16 ms
[2022-04-11 21:41:22 main:581] : INFO : Epoch 1659 | loss: 0.0311348 | val_loss: 0.0311459 | Time: 1542.34 ms
[2022-04-11 21:41:23 main:581] : INFO : Epoch 1660 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 1541.66 ms
[2022-04-11 21:41:25 main:581] : INFO : Epoch 1661 | loss: 0.0311505 | val_loss: 0.0311585 | Time: 1545.77 ms
[2022-04-11 21:41:27 main:581] : INFO : Epoch 1662 | loss: 0.0311539 | val_loss: 0.03116 | Time: 1546.06 ms
[2022-04-11 21:41:28 main:581] : INFO : Epoch 1663 | loss: 0.0311494 | val_loss: 0.0311505 | Time: 1549.86 ms
[2022-04-11 21:41:30 main:581] : INFO : Epoch 1664 | loss: 0.0311471 | val_loss: 0.0311517 | Time: 1544.87 ms
[2022-04-11 21:41:31 main:581] : INFO : Epoch 1665 | loss: 0.0311464 | val_loss: 0.0311491 | Time: 1547.44 ms
[2022-04-11 21:41:33 main:581] : INFO : Epoch 1666 | loss: 0.0311442 | val_loss: 0.0311488 | Time: 1552.65 ms
[2022-04-11 21:41:34 main:581] : INFO : Epoch 1667 | loss: 0.0311426 | val_loss: 0.0311462 | Time: 1551.51 ms
[2022-04-11 21:41:36 main:581] : INFO : Epoch 1668 | loss: 0.0311422 | val_loss: 0.0311494 | Time: 1553.78 ms
[2022-04-11 21:41:37 main:581] : INFO : Epoch 1669 | loss: 0.031143 | val_loss: 0.0311483 | Time: 1547.37 ms
[2022-04-11 21:41:39 main:581] : INFO : Epoch 1670 | loss: 0.0311421 | val_loss: 0.0311463 | Time: 1708.59 ms
[2022-04-11 21:41:41 main:581] : INFO : Epoch 1671 | loss: 0.0311411 | val_loss: 0.0311461 | Time: 1620.21 ms
[2022-04-11 21:41:42 main:581] : INFO : Epoch 1672 | loss: 0.0311405 | val_loss: 0.0311456 | Time: 1625.61 ms
[2022-04-11 21:41:44 main:581] : INFO : Epoch 1673 | loss: 0.0311404 | val_loss: 0.0311466 | Time: 1581.19 ms
[2022-04-11 21:41:46 main:581] : INFO : Epoch 1674 | loss: 0.0311389 | val_loss: 0.0311452 | Time: 1566.7 ms
[2022-04-11 21:41:47 main:581] : INFO : Epoch 1675 | loss: 0.0311388 | val_loss: 0.0311458 | Time: 1642.04 ms
[2022-04-11 21:41:49 main:581] : INFO : Epoch 1676 | loss: 0.0311379 | val_loss: 0.0311452 | Time: 1563.69 ms
[2022-04-11 21:41:50 main:581] : INFO : Epoch 1677 | loss: 0.0311384 | val_loss: 0.031151 | Time: 1627.75 ms
[2022-04-11 21:41:52 main:581] : INFO : Epoch 1678 | loss: 0.0311469 | val_loss: 0.0311514 | Time: 1551.12 ms
[2022-04-11 21:41:53 main:581] : INFO : Epoch 1679 | loss: 0.0311453 | val_loss: 0.0311477 | Time: 1547.13 ms
[2022-04-11 21:41:55 main:581] : INFO : Epoch 1680 | loss: 0.0311428 | val_loss: 0.0311468 | Time: 1565.3 ms
[2022-04-11 21:41:57 main:581] : INFO : Epoch 1681 | loss: 0.0311414 | val_loss: 0.0311465 | Time: 1501.29 ms
[2022-04-11 21:41:58 main:581] : INFO : Epoch 1682 | loss: 0.0311428 | val_loss: 0.0311485 | Time: 1509.25 ms
[2022-04-11 21:42:00 main:581] : INFO : Epoch 1683 | loss: 0.0311418 | val_loss: 0.031148 | Time: 1960.54 ms
[2022-04-11 21:42:02 main:581] : INFO : Epoch 1684 | loss: 0.0311413 | val_loss: 0.0311501 | Time: 1653.56 ms
[2022-04-11 21:42:03 main:581] : INFO : Epoch 1685 | loss: 0.0311412 | val_loss: 0.0311467 | Time: 1561.1 ms
[2022-04-11 21:42:05 main:581] : INFO : Epoch 1686 | loss: 0.0311398 | val_loss: 0.0311507 | Time: 1608.04 ms
[2022-04-11 21:42:06 main:581] : INFO : Epoch 1687 | loss: 0.0311393 | val_loss: 0.031151 | Time: 1625.18 ms
[2022-04-11 21:42:08 main:581] : INFO : Epoch 1688 | loss: 0.0311393 | val_loss: 0.0311532 | Time: 1671.25 ms
[2022-04-11 21:42:10 main:581] : INFO : Epoch 1689 | loss: 0.0311418 | val_loss: 0.0311479 | Time: 1676.34 ms
[2022-04-11 21:42:11 main:581] : INFO : Epoch 1690 | loss: 0.0311382 | val_loss: 0.0311504 | Time: 1677.68 ms
[2022-04-11 21:42:14 main:581] : INFO : Epoch 1691 | loss: 0.0311382 | val_loss: 0.0311498 | Time: 2056.94 ms
[2022-04-11 21:42:15 main:581] : INFO : Epoch 1692 | loss: 0.0311386 | val_loss: 0.0311481 | Time: 1820.76 ms
[2022-04-11 21:42:17 main:581] : INFO : Epoch 1693 | loss: 0.0311399 | val_loss: 0.0311472 | Time: 1656.94 ms
[2022-04-11 21:42:19 main:581] : INFO : Epoch 1694 | loss: 0.0311371 | val_loss: 0.0311479 | Time: 1738.04 ms
[2022-04-11 21:42:21 main:581] : INFO : Epoch 1695 | loss: 0.0311373 | val_loss: 0.0311467 | Time: 1881.86 ms
[2022-04-11 21:42:22 main:581] : INFO : Epoch 1696 | loss: 0.0311382 | val_loss: 0.0311528 | Time: 1609.24 ms
[2022-04-11 21:42:24 main:581] : INFO : Epoch 1697 | loss: 0.0311419 | val_loss: 0.0311515 | Time: 1658.82 ms
[2022-04-11 21:42:26 main:581] : INFO : Epoch 1698 | loss: 0.0311499 | val_loss: 0.0311525 | Time: 1854.99 ms
[2022-04-11 21:42:27 main:581] : INFO : Epoch 1699 | loss: 0.0311412 | val_loss: 0.0311477 | Time: 1714.85 ms
[2022-04-11 21:42:29 main:581] : INFO : Epoch 1700 | loss: 0.0311382 | val_loss: 0.0311482 | Time: 1752.6 ms
[2022-04-11 21:42:31 main:581] : INFO : Epoch 1701 | loss: 0.0311392 | val_loss: 0.0311483 | Time: 1689.66 ms
[2022-04-11 21:42:33 main:581] : INFO : Epoch 1702 | loss: 0.0311365 | val_loss: 0.0311479 | Time: 1779.04 ms
[2022-04-11 21:42:35 main:581] : INFO : Epoch 1703 | loss: 0.0311393 | val_loss: 0.0311496 | Time: 2000.97 ms
[2022-04-11 21:42:36 main:581] : INFO : Epoch 1704 | loss: 0.0311364 | val_loss: 0.0311473 | Time: 1720.9 ms
[2022-04-11 21:42:38 main:581] : INFO : Epoch 1705 | loss: 0.0311358 | val_loss: 0.0311469 | Time: 1695.45 ms
[2022-04-11 21:42:40 main:581] : INFO : Epoch 1706 | loss: 0.0311364 | val_loss: 0.031147 | Time: 1654.71 ms
[2022-04-11 21:42:41 main:581] : INFO : Epoch 1707 | loss: 0.0311373 | val_loss: 0.0311496 | Time: 1683.91 ms
[2022-04-11 21:42:43 main:581] : INFO : Epoch 1708 | loss: 0.0311425 | val_loss: 0.0311484 | Time: 1712.92 ms
[2022-04-11 21:42:45 main:581] : INFO : Epoch 1709 | loss: 0.0311401 | val_loss: 0.0311508 | Time: 1662.02 ms
[2022-04-11 21:42:46 main:581] : INFO : Epoch 1710 | loss: 0.0311389 | val_loss: 0.0311502 | Time: 1682.48 ms
[2022-04-11 21:42:48 main:581] : INFO : Epoch 1711 | loss: 0.0311396 | val_loss: 0.0311468 | Time: 1692.11 ms
[2022-04-11 21:42:50 main:581] : INFO : Epoch 1712 | loss: 0.03114 | val_loss: 0.0311516 | Time: 1903.37 ms
[2022-04-11 21:42:52 main:581] : INFO : Epoch 1713 | loss: 0.0311361 | val_loss: 0.0311537 | Time: 2100.49 ms
[2022-04-11 21:42:54 main:581] : INFO : Epoch 1714 | loss: 0.0311372 | val_loss: 0.0311452 | Time: 1670.91 ms
[2022-04-11 21:42:56 main:581] : INFO : Epoch 1715 | loss: 0.0311353 | val_loss: 0.0311446 | Time: 1809.18 ms
[2022-04-11 21:42:57 main:581] : INFO : Epoch 1716 | loss: 0.0311336 | val_loss: 0.0311467 | Time: 1682.27 ms
[2022-04-11 21:42:59 main:581] : INFO : Epoch 1717 | loss: 0.0311333 | val_loss: 0.0311476 | Time: 1681.22 ms
[2022-04-11 21:43:01 main:581] : INFO : Epoch 1718 | loss: 0.0311387 | val_loss: 0.0311461 | Time: 1749.74 ms
[2022-04-11 21:43:02 main:581] : INFO : Epoch 1719 | loss: 0.0311326 | val_loss: 0.0311457 | Time: 1627.92 ms
[2022-04-11 21:43:04 main:581] : INFO : Epoch 1720 | loss: 0.0311337 | val_loss: 0.0311453 | Time: 2003.66 ms
[2022-04-11 21:43:06 main:581] : INFO : Epoch 1721 | loss: 0.0311368 | val_loss: 0.0311462 | Time: 1677.64 ms
[2022-04-11 21:43:08 main:581] : INFO : Epoch 1722 | loss: 0.0311364 | val_loss: 0.0311453 | Time: 1951.86 ms
[2022-04-11 21:43:10 main:581] : INFO : Epoch 1723 | loss: 0.0311346 | val_loss: 0.0311444 | Time: 1656.52 ms
[2022-04-11 21:43:11 main:581] : INFO : Epoch 1724 | loss: 0.0311352 | val_loss: 0.0311462 | Time: 1596.36 ms
[2022-04-11 21:43:13 main:581] : INFO : Epoch 1725 | loss: 0.0311349 | val_loss: 0.0311442 | Time: 1917.98 ms
[2022-04-11 21:43:15 main:581] : INFO : Epoch 1726 | loss: 0.0311339 | val_loss: 0.0311428 | Time: 1733.94 ms
[2022-04-11 21:43:17 main:581] : INFO : Epoch 1727 | loss: 0.0311342 | val_loss: 0.0311452 | Time: 1818.58 ms
[2022-04-11 21:43:18 main:581] : INFO : Epoch 1728 | loss: 0.0311361 | val_loss: 0.0311436 | Time: 1639.1 ms
[2022-04-11 21:43:20 main:581] : INFO : Epoch 1729 | loss: 0.0311335 | val_loss: 0.0311444 | Time: 1969.66 ms
[2022-04-11 21:43:22 main:581] : INFO : Epoch 1730 | loss: 0.0311341 | val_loss: 0.0311473 | Time: 1748.95 ms
[2022-04-11 21:43:24 main:581] : INFO : Epoch 1731 | loss: 0.0311328 | val_loss: 0.0311438 | Time: 1876.73 ms
[2022-04-11 21:43:26 main:581] : INFO : Epoch 1732 | loss: 0.0311335 | val_loss: 0.0311452 | Time: 1761.7 ms
[2022-04-11 21:43:27 main:581] : INFO : Epoch 1733 | loss: 0.0311368 | val_loss: 0.0311538 | Time: 1594.55 ms
[2022-04-11 21:43:29 main:581] : INFO : Epoch 1734 | loss: 0.031139 | val_loss: 0.0311447 | Time: 1589.32 ms
[2022-04-11 21:43:31 main:581] : INFO : Epoch 1735 | loss: 0.0311323 | val_loss: 0.031145 | Time: 1714.83 ms
[2022-04-11 21:43:32 main:581] : INFO : Epoch 1736 | loss: 0.0311319 | val_loss: 0.031144 | Time: 1618.3 ms
[2022-04-11 21:43:34 main:581] : INFO : Epoch 1737 | loss: 0.0311279 | val_loss: 0.0311402 | Time: 1596.79 ms
[2022-04-11 21:43:36 main:581] : INFO : Epoch 1738 | loss: 0.0311226 | val_loss: 0.031139 | Time: 1656.84 ms
[2022-04-11 21:43:37 main:581] : INFO : Epoch 1739 | loss: 0.0311235 | val_loss: 0.0311411 | Time: 1617.3 ms
[2022-04-11 21:43:39 main:581] : INFO : Epoch 1740 | loss: 0.0311215 | val_loss: 0.0311392 | Time: 1639.93 ms
[2022-04-11 21:43:40 main:581] : INFO : Epoch 1741 | loss: 0.0311247 | val_loss: 0.0311381 | Time: 1573.53 ms
[2022-04-11 21:43:42 main:581] : INFO : Epoch 1742 | loss: 0.0311242 | val_loss: 0.0311403 | Time: 1574.01 ms
[2022-04-11 21:43:43 main:581] : INFO : Epoch 1743 | loss: 0.0311214 | val_loss: 0.031136 | Time: 1542.47 ms
[2022-04-11 21:43:45 main:581] : INFO : Epoch 1744 | loss: 0.0311203 | val_loss: 0.0311389 | Time: 1544.13 ms
[2022-04-11 21:43:47 main:581] : INFO : Epoch 1745 | loss: 0.0311218 | val_loss: 0.031138 | Time: 1549.37 ms
[2022-04-11 21:43:48 main:581] : INFO : Epoch 1746 | loss: 0.031122 | val_loss: 0.0311362 | Time: 1548.37 ms
[2022-04-11 21:43:50 main:581] : INFO : Epoch 1747 | loss: 0.0311217 | val_loss: 0.0311353 | Time: 1546.8 ms
[2022-04-11 21:43:51 main:581] : INFO : Epoch 1748 | loss: 0.0311225 | val_loss: 0.0311371 | Time: 1549.31 ms
[2022-04-11 21:43:53 main:581] : INFO : Epoch 1749 | loss: 0.0311215 | val_loss: 0.031134 | Time: 1586.82 ms
[2022-04-11 21:43:54 main:581] : INFO : Epoch 1750 | loss: 0.0311206 | val_loss: 0.0311362 | Time: 1688.8 ms
[2022-04-11 21:43:56 main:581] : INFO : Epoch 1751 | loss: 0.0311221 | val_loss: 0.0311359 | Time: 1713.14 ms
[2022-04-11 21:43:58 main:581] : INFO : Epoch 1752 | loss: 0.0311262 | val_loss: 0.0311405 | Time: 1913.54 ms
[2022-04-11 21:44:00 main:581] : INFO : Epoch 1753 | loss: 0.0311287 | val_loss: 0.0311368 | Time: 1834.1 ms
[2022-04-11 21:44:02 main:581] : INFO : Epoch 1754 | loss: 0.0311237 | val_loss: 0.0311408 | Time: 1847.82 ms
[2022-04-11 21:44:04 main:581] : INFO : Epoch 1755 | loss: 0.0311231 | val_loss: 0.0311383 | Time: 1852.18 ms
[2022-04-11 21:44:05 main:581] : INFO : Epoch 1756 | loss: 0.0311214 | val_loss: 0.0311345 | Time: 1725.68 ms
[2022-04-11 21:44:07 main:581] : INFO : Epoch 1757 | loss: 0.0311228 | val_loss: 0.0311346 | Time: 1726.72 ms
[2022-04-11 21:44:09 main:581] : INFO : Epoch 1758 | loss: 0.0311224 | val_loss: 0.031138 | Time: 1755.24 ms
[2022-04-11 21:44:11 main:581] : INFO : Epoch 1759 | loss: 0.0311228 | val_loss: 0.0311411 | Time: 1794.24 ms
[2022-04-11 21:44:12 main:581] : INFO : Epoch 1760 | loss: 0.0311323 | val_loss: 0.0311452 | Time: 1697.9 ms
[2022-04-11 21:44:14 main:581] : INFO : Epoch 1761 | loss: 0.0311369 | val_loss: 0.0311568 | Time: 1688.62 ms
[2022-04-11 21:44:16 main:581] : INFO : Epoch 1762 | loss: 0.0311336 | val_loss: 0.0311422 | Time: 1777.79 ms
[2022-04-11 21:44:18 main:581] : INFO : Epoch 1763 | loss: 0.0311336 | val_loss: 0.0311401 | Time: 1925.98 ms
[2022-04-11 21:44:19 main:581] : INFO : Epoch 1764 | loss: 0.0311307 | val_loss: 0.0311417 | Time: 1669.94 ms
[2022-04-11 21:44:21 main:581] : INFO : Epoch 1765 | loss: 0.0311386 | val_loss: 0.0311468 | Time: 1714.48 ms
[2022-04-11 21:44:23 main:581] : INFO : Epoch 1766 | loss: 0.0311419 | val_loss: 0.0311534 | Time: 1701.63 ms
[2022-04-11 21:44:24 main:581] : INFO : Epoch 1767 | loss: 0.0311406 | val_loss: 0.0311456 | Time: 1591.76 ms
[2022-04-11 21:44:26 main:581] : INFO : Epoch 1768 | loss: 0.0311336 | val_loss: 0.0311436 | Time: 1756.83 ms
[2022-04-11 21:44:28 main:581] : INFO : Epoch 1769 | loss: 0.0311317 | val_loss: 0.0311464 | Time: 1843.8 ms
[2022-04-11 21:44:30 main:581] : INFO : Epoch 1770 | loss: 0.0311306 | val_loss: 0.0311409 | Time: 1747.34 ms
[2022-04-11 21:44:32 main:581] : INFO : Epoch 1771 | loss: 0.0311303 | val_loss: 0.031141 | Time: 1740.15 ms
[2022-04-11 21:44:33 main:581] : INFO : Epoch 1772 | loss: 0.0311287 | val_loss: 0.0311398 | Time: 1828.67 ms
[2022-04-11 21:44:35 main:581] : INFO : Epoch 1773 | loss: 0.031131 | val_loss: 0.0311441 | Time: 1665.98 ms
[2022-04-11 21:44:37 main:581] : INFO : Epoch 1774 | loss: 0.0311278 | val_loss: 0.0311409 | Time: 1789.71 ms
[2022-04-11 21:44:39 main:581] : INFO : Epoch 1775 | loss: 0.0311283 | val_loss: 0.0311469 | Time: 1821.15 ms
[2022-04-11 21:44:40 main:581] : INFO : Epoch 1776 | loss: 0.031132 | val_loss: 0.0311462 | Time: 1623.25 ms
[2022-04-11 21:44:42 main:581] : INFO : Epoch 1777 | loss: 0.0311315 | val_loss: 0.0311408 | Time: 1679.94 ms
[2022-04-11 21:44:44 main:581] : INFO : Epoch 1778 | loss: 0.0311287 | val_loss: 0.0311369 | Time: 1721.17 ms
[2022-04-11 21:44:45 main:581] : INFO : Epoch 1779 | loss: 0.0311302 | val_loss: 0.0311452 | Time: 1833.12 ms
[2022-04-11 21:44:47 main:581] : INFO : Epoch 1780 | loss: 0.0311285 | val_loss: 0.0311373 | Time: 1661.48 ms
[2022-04-11 21:44:49 main:581] : INFO : Epoch 1781 | loss: 0.0311265 | val_loss: 0.0311402 | Time: 1664.96 ms
[2022-04-11 21:44:50 main:581] : INFO : Epoch 1782 | loss: 0.0311246 | val_loss: 0.0311382 | Time: 1555.5 ms
[2022-04-11 21:44:52 main:581] : INFO : Epoch 1783 | loss: 0.0311243 | val_loss: 0.0311395 | Time: 1534.49 ms
[2022-04-11 21:44:54 main:581] : INFO : Epoch 1784 | loss: 0.031125 | val_loss: 0.031134 | Time: 2192.07 ms
[2022-04-11 21:44:56 main:581] : INFO : Epoch 1785 | loss: 0.0311299 | val_loss: 0.0311385 | Time: 1861 ms
[2022-04-11 21:44:58 main:581] : INFO : Epoch 1786 | loss: 0.0311265 | val_loss: 0.0311365 | Time: 1623.96 ms
[2022-04-11 21:44:59 main:581] : INFO : Epoch 1787 | loss: 0.0311232 | val_loss: 0.0311371 | Time: 1560.38 ms
[2022-04-11 21:45:01 main:581] : INFO : Epoch 1788 | loss: 0.0311233 | val_loss: 0.0311348 | Time: 1784.21 ms
[2022-04-11 21:45:03 main:581] : INFO : Epoch 1789 | loss: 0.031124 | val_loss: 0.031137 | Time: 1703.85 ms
[2022-04-11 21:45:04 main:581] : INFO : Epoch 1790 | loss: 0.0311228 | val_loss: 0.0311373 | Time: 1795.9 ms
[2022-04-11 21:45:06 main:581] : INFO : Epoch 1791 | loss: 0.031125 | val_loss: 0.0311396 | Time: 1711.04 ms
[2022-04-11 21:45:08 main:581] : INFO : Epoch 1792 | loss: 0.0311272 | val_loss: 0.0311377 | Time: 1659.28 ms
[2022-04-11 21:45:10 main:581] : INFO : Epoch 1793 | loss: 0.0311257 | val_loss: 0.0311425 | Time: 1821.37 ms
[2022-04-11 21:45:11 main:581] : INFO : Epoch 1794 | loss: 0.0311393 | val_loss: 0.0311482 | Time: 1736.11 ms
[2022-04-11 21:45:13 main:581] : INFO : Epoch 1795 | loss: 0.031135 | val_loss: 0.0311419 | Time: 1892.98 ms
[2022-04-11 21:45:15 main:581] : INFO : Epoch 1796 | loss: 0.0311295 | val_loss: 0.031142 | Time: 1787.39 ms
[2022-04-11 21:45:17 main:581] : INFO : Epoch 1797 | loss: 0.0311274 | val_loss: 0.0311393 | Time: 2005.79 ms
[2022-04-11 21:45:19 main:581] : INFO : Epoch 1798 | loss: 0.0311258 | val_loss: 0.0311413 | Time: 1800.39 ms
[2022-04-11 21:45:21 main:581] : INFO : Epoch 1799 | loss: 0.0311243 | val_loss: 0.0311369 | Time: 1820.44 ms
[2022-04-11 21:45:22 main:581] : INFO : Epoch 1800 | loss: 0.0311257 | val_loss: 0.0311376 | Time: 1735.35 ms
[2022-04-11 21:45:24 main:581] : INFO : Epoch 1801 | loss: 0.031124 | val_loss: 0.0311353 | Time: 1865.64 ms
[2022-04-11 21:45:26 main:581] : INFO : Epoch 1802 | loss: 0.0311227 | val_loss: 0.0311357 | Time: 1710.34 ms
[2022-04-11 21:45:28 main:581] : INFO : Epoch 1803 | loss: 0.0311228 | val_loss: 0.0311418 | Time: 1794.77 ms
[2022-04-11 21:45:30 main:581] : INFO : Epoch 1804 | loss: 0.0311251 | val_loss: 0.0311356 | Time: 1803.26 ms
[2022-04-11 21:45:31 main:581] : INFO : Epoch 1805 | loss: 0.0311232 | val_loss: 0.0311354 | Time: 1696.1 ms
[2022-04-11 21:45:33 main:581] : INFO : Epoch 1806 | loss: 0.0311217 | val_loss: 0.0311434 | Time: 1764.59 ms
[2022-04-11 21:45:35 main:581] : INFO : Epoch 1807 | loss: 0.0311214 | val_loss: 0.0311361 | Time: 1898.65 ms
[2022-04-11 21:45:37 main:581] : INFO : Epoch 1808 | loss: 0.0311224 | val_loss: 0.0311341 | Time: 1789 ms
[2022-04-11 21:45:38 main:581] : INFO : Epoch 1809 | loss: 0.031121 | val_loss: 0.0311354 | Time: 1656.88 ms
[2022-04-11 21:45:40 main:581] : INFO : Epoch 1810 | loss: 0.0311183 | val_loss: 0.0311373 | Time: 1636.19 ms
[2022-04-11 21:45:42 main:581] : INFO : Epoch 1811 | loss: 0.0311179 | val_loss: 0.0311392 | Time: 1578.39 ms
[2022-04-11 21:45:43 main:581] : INFO : Epoch 1812 | loss: 0.0311191 | val_loss: 0.0311376 | Time: 1741.53 ms
[2022-04-11 21:45:45 main:581] : INFO : Epoch 1813 | loss: 0.0311183 | val_loss: 0.0311367 | Time: 1831.45 ms
[2022-04-11 21:45:47 main:581] : INFO : Epoch 1814 | loss: 0.0311169 | val_loss: 0.0311403 | Time: 1534.59 ms
[2022-04-11 21:45:48 main:581] : INFO : Epoch 1815 | loss: 0.0311201 | val_loss: 0.0311384 | Time: 1616.6 ms
[2022-04-11 21:45:50 main:581] : INFO : Epoch 1816 | loss: 0.0311197 | val_loss: 0.0311383 | Time: 1535.39 ms
[2022-04-11 21:45:52 main:581] : INFO : Epoch 1817 | loss: 0.0311178 | val_loss: 0.0311509 | Time: 1861.69 ms
[2022-04-11 21:45:53 main:581] : INFO : Epoch 1818 | loss: 0.0311183 | val_loss: 0.0311479 | Time: 1561.4 ms
[2022-04-11 21:45:55 main:581] : INFO : Epoch 1819 | loss: 0.031124 | val_loss: 0.0311413 | Time: 1540.06 ms
[2022-04-11 21:45:56 main:581] : INFO : Epoch 1820 | loss: 0.0311216 | val_loss: 0.0311388 | Time: 1577 ms
[2022-04-11 21:45:58 main:581] : INFO : Epoch 1821 | loss: 0.0311243 | val_loss: 0.0311402 | Time: 1554.82 ms
[2022-04-11 21:46:00 main:581] : INFO : Epoch 1822 | loss: 0.031124 | val_loss: 0.031137 | Time: 1577.82 ms
[2022-04-11 21:46:01 main:581] : INFO : Epoch 1823 | loss: 0.0311234 | val_loss: 0.0311422 | Time: 1543.26 ms
[2022-04-11 21:46:03 main:581] : INFO : Epoch 1824 | loss: 0.0311203 | val_loss: 0.0311403 | Time: 1534.45 ms
[2022-04-11 21:46:04 main:581] : INFO : Epoch 1825 | loss: 0.0311257 | val_loss: 0.0311422 | Time: 1535.07 ms
[2022-04-11 21:46:06 main:581] : INFO : Epoch 1826 | loss: 0.0311243 | val_loss: 0.0311389 | Time: 1556.68 ms
[2022-04-11 21:46:07 main:581] : INFO : Epoch 1827 | loss: 0.0311203 | val_loss: 0.0311386 | Time: 1674.74 ms
[2022-04-11 21:46:09 main:581] : INFO : Epoch 1828 | loss: 0.0311192 | val_loss: 0.0311374 | Time: 1535.48 ms
[2022-04-11 21:46:11 main:581] : INFO : Epoch 1829 | loss: 0.0311189 | val_loss: 0.0311373 | Time: 1614.13 ms
[2022-04-11 21:46:12 main:581] : INFO : Epoch 1830 | loss: 0.0311172 | val_loss: 0.0311357 | Time: 1536.01 ms
[2022-04-11 21:46:14 main:581] : INFO : Epoch 1831 | loss: 0.0311185 | val_loss: 0.0311343 | Time: 1538.31 ms
[2022-04-11 21:46:15 main:581] : INFO : Epoch 1832 | loss: 0.0311178 | val_loss: 0.0311368 | Time: 1538.79 ms
[2022-04-11 21:46:17 main:581] : INFO : Epoch 1833 | loss: 0.0311166 | val_loss: 0.0311374 | Time: 1565.27 ms
[2022-04-11 21:46:18 main:581] : INFO : Epoch 1834 | loss: 0.0311145 | val_loss: 0.0311345 | Time: 1534.41 ms
[2022-04-11 21:46:20 main:581] : INFO : Epoch 1835 | loss: 0.0311171 | val_loss: 0.0311333 | Time: 1533.62 ms
[2022-04-11 21:46:21 main:581] : INFO : Epoch 1836 | loss: 0.0311154 | val_loss: 0.0311326 | Time: 1559.43 ms
[2022-04-11 21:46:23 main:581] : INFO : Epoch 1837 | loss: 0.0311135 | val_loss: 0.0311362 | Time: 1533.96 ms
[2022-04-11 21:46:24 main:581] : INFO : Epoch 1838 | loss: 0.0311151 | val_loss: 0.0311389 | Time: 1537.49 ms
[2022-04-11 21:46:26 main:581] : INFO : Epoch 1839 | loss: 0.0311161 | val_loss: 0.0311359 | Time: 1536.6 ms
[2022-04-11 21:46:28 main:581] : INFO : Epoch 1840 | loss: 0.0311144 | val_loss: 0.031137 | Time: 1622.85 ms
[2022-04-11 21:46:29 main:581] : INFO : Epoch 1841 | loss: 0.0311151 | val_loss: 0.0311346 | Time: 1785.36 ms
[2022-04-11 21:46:31 main:581] : INFO : Epoch 1842 | loss: 0.0311149 | val_loss: 0.0311402 | Time: 1543.88 ms
[2022-04-11 21:46:33 main:581] : INFO : Epoch 1843 | loss: 0.0311156 | val_loss: 0.0311328 | Time: 1752.57 ms
[2022-04-11 21:46:34 main:581] : INFO : Epoch 1844 | loss: 0.0311153 | val_loss: 0.0311351 | Time: 1649.25 ms
[2022-04-11 21:46:36 main:581] : INFO : Epoch 1845 | loss: 0.0311153 | val_loss: 0.0311362 | Time: 1625.71 ms
[2022-04-11 21:46:38 main:581] : INFO : Epoch 1846 | loss: 0.0311134 | val_loss: 0.0311378 | Time: 1672.93 ms
[2022-04-11 21:46:39 main:581] : INFO : Epoch 1847 | loss: 0.0311126 | val_loss: 0.0311446 | Time: 1536.28 ms
[2022-04-11 21:46:41 main:581] : INFO : Epoch 1848 | loss: 0.0311198 | val_loss: 0.0311458 | Time: 1533.96 ms
[2022-04-11 21:46:42 main:581] : INFO : Epoch 1849 | loss: 0.0311221 | val_loss: 0.031136 | Time: 1533.4 ms
[2022-04-11 21:46:44 main:581] : INFO : Epoch 1850 | loss: 0.0311194 | val_loss: 0.0311362 | Time: 1533.04 ms
[2022-04-11 21:46:46 main:581] : INFO : Epoch 1851 | loss: 0.0311136 | val_loss: 0.0311377 | Time: 1990.38 ms
[2022-04-11 21:46:47 main:581] : INFO : Epoch 1852 | loss: 0.0311145 | val_loss: 0.0311349 | Time: 1533.94 ms
[2022-04-11 21:46:49 main:581] : INFO : Epoch 1853 | loss: 0.0311115 | val_loss: 0.0311347 | Time: 1531.72 ms
[2022-04-11 21:46:51 main:581] : INFO : Epoch 1854 | loss: 0.0311137 | val_loss: 0.0311401 | Time: 1846.28 ms
[2022-04-11 21:46:52 main:581] : INFO : Epoch 1855 | loss: 0.0311123 | val_loss: 0.031135 | Time: 1553.26 ms
[2022-04-11 21:46:54 main:581] : INFO : Epoch 1856 | loss: 0.031111 | val_loss: 0.0311426 | Time: 1536.8 ms
[2022-04-11 21:46:55 main:581] : INFO : Epoch 1857 | loss: 0.0311122 | val_loss: 0.0311349 | Time: 1535.67 ms
[2022-04-11 21:46:57 main:581] : INFO : Epoch 1858 | loss: 0.0311127 | val_loss: 0.031137 | Time: 1536.22 ms
[2022-04-11 21:46:58 main:581] : INFO : Epoch 1859 | loss: 0.0311148 | val_loss: 0.0311389 | Time: 1536.82 ms
[2022-04-11 21:47:00 main:581] : INFO : Epoch 1860 | loss: 0.0311125 | val_loss: 0.0311351 | Time: 1532.93 ms
[2022-04-11 21:47:01 main:581] : INFO : Epoch 1861 | loss: 0.0311151 | val_loss: 0.031139 | Time: 1535.21 ms
[2022-04-11 21:47:03 main:581] : INFO : Epoch 1862 | loss: 0.0311142 | val_loss: 0.0311371 | Time: 1532.92 ms
[2022-04-11 21:47:04 main:581] : INFO : Epoch 1863 | loss: 0.0311155 | val_loss: 0.0311364 | Time: 1534.3 ms
[2022-04-11 21:47:06 main:581] : INFO : Epoch 1864 | loss: 0.0311133 | val_loss: 0.0311402 | Time: 1536.83 ms
[2022-04-11 21:47:08 main:581] : INFO : Epoch 1865 | loss: 0.0311135 | val_loss: 0.0311362 | Time: 1973.94 ms
[2022-04-11 21:47:10 main:581] : INFO : Epoch 1866 | loss: 0.0311113 | val_loss: 0.0311404 | Time: 1532.78 ms
[2022-04-11 21:47:11 main:581] : INFO : Epoch 1867 | loss: 0.0311132 | val_loss: 0.0311367 | Time: 1541.89 ms
[2022-04-11 21:47:13 main:581] : INFO : Epoch 1868 | loss: 0.0311158 | val_loss: 0.031137 | Time: 1537.11 ms
[2022-04-11 21:47:14 main:581] : INFO : Epoch 1869 | loss: 0.0311152 | val_loss: 0.0311368 | Time: 1767.46 ms
[2022-04-11 21:47:16 main:581] : INFO : Epoch 1870 | loss: 0.0311135 | val_loss: 0.0311335 | Time: 1533.81 ms
[2022-04-11 21:47:17 main:581] : INFO : Epoch 1871 | loss: 0.0311138 | val_loss: 0.031137 | Time: 1543.07 ms
[2022-04-11 21:47:19 main:581] : INFO : Epoch 1872 | loss: 0.0311162 | val_loss: 0.0311329 | Time: 1541.39 ms
[2022-04-11 21:47:21 main:581] : INFO : Epoch 1873 | loss: 0.0311147 | val_loss: 0.0311367 | Time: 1538.23 ms
[2022-04-11 21:47:22 main:581] : INFO : Epoch 1874 | loss: 0.0311155 | val_loss: 0.031135 | Time: 1536.39 ms
[2022-04-11 21:47:24 main:581] : INFO : Epoch 1875 | loss: 0.0311142 | val_loss: 0.0311356 | Time: 1538.59 ms
[2022-04-11 21:47:25 main:581] : INFO : Epoch 1876 | loss: 0.0311142 | val_loss: 0.0311351 | Time: 1547.67 ms
[2022-04-11 21:47:27 main:581] : INFO : Epoch 1877 | loss: 0.0311151 | val_loss: 0.0311385 | Time: 1537.72 ms
[2022-04-11 21:47:28 main:581] : INFO : Epoch 1878 | loss: 0.0311124 | val_loss: 0.0311356 | Time: 1539.44 ms
[2022-04-11 21:47:30 main:581] : INFO : Epoch 1879 | loss: 0.0311104 | val_loss: 0.0311364 | Time: 1537.35 ms
[2022-04-11 21:47:31 main:581] : INFO : Epoch 1880 | loss: 0.0311078 | val_loss: 0.0311342 | Time: 1538 ms
[2022-04-11 21:47:33 main:581] : INFO : Epoch 1881 | loss: 0.0311085 | val_loss: 0.031138 | Time: 1538.16 ms
[2022-04-11 21:47:34 main:581] : INFO : Epoch 1882 | loss: 0.0311089 | val_loss: 0.0311354 | Time: 1538.09 ms
[2022-04-11 21:47:36 main:581] : INFO : Epoch 1883 | loss: 0.0311094 | val_loss: 0.0311355 | Time: 1533.28 ms
[2022-04-11 21:47:37 main:581] : INFO : Epoch 1884 | loss: 0.0311078 | val_loss: 0.0311403 | Time: 1534.62 ms
[2022-04-11 21:47:39 main:581] : INFO : Epoch 1885 | loss: 0.0311114 | val_loss: 0.0311426 | Time: 1534.18 ms
[2022-04-11 21:47:41 main:581] : INFO : Epoch 1886 | loss: 0.0311084 | val_loss: 0.0311382 | Time: 1531.99 ms
[2022-04-11 21:47:42 main:581] : INFO : Epoch 1887 | loss: 0.0311116 | val_loss: 0.0311384 | Time: 1534.35 ms
[2022-04-11 21:47:44 main:581] : INFO : Epoch 1888 | loss: 0.0311136 | val_loss: 0.0311366 | Time: 1539.77 ms
[2022-04-11 21:47:45 main:581] : INFO : Epoch 1889 | loss: 0.0311128 | val_loss: 0.031135 | Time: 1539.02 ms
[2022-04-11 21:47:47 main:581] : INFO : Epoch 1890 | loss: 0.0311127 | val_loss: 0.0311365 | Time: 1536.51 ms
[2022-04-11 21:47:48 main:581] : INFO : Epoch 1891 | loss: 0.0311135 | val_loss: 0.0311464 | Time: 1533.39 ms
[2022-04-11 21:47:50 main:581] : INFO : Epoch 1892 | loss: 0.0311143 | val_loss: 0.0311396 | Time: 1533.56 ms
[2022-04-11 21:47:51 main:581] : INFO : Epoch 1893 | loss: 0.0311137 | val_loss: 0.0311372 | Time: 1539.53 ms
[2022-04-11 21:47:53 main:581] : INFO : Epoch 1894 | loss: 0.031115 | val_loss: 0.0311348 | Time: 1540.35 ms
[2022-04-11 21:47:54 main:581] : INFO : Epoch 1895 | loss: 0.0311089 | val_loss: 0.031141 | Time: 1540.32 ms
[2022-04-11 21:47:56 main:581] : INFO : Epoch 1896 | loss: 0.0311116 | val_loss: 0.0311363 | Time: 1538.94 ms
[2022-04-11 21:47:57 main:581] : INFO : Epoch 1897 | loss: 0.0311088 | val_loss: 0.0311379 | Time: 1539.31 ms
[2022-04-11 21:47:59 main:581] : INFO : Epoch 1898 | loss: 0.0311067 | val_loss: 0.0311365 | Time: 1538.1 ms
[2022-04-11 21:48:00 main:581] : INFO : Epoch 1899 | loss: 0.0311087 | val_loss: 0.0311367 | Time: 1533.64 ms
[2022-04-11 21:48:02 main:581] : INFO : Epoch 1900 | loss: 0.0311084 | val_loss: 0.0311468 | Time: 1535.79 ms
[2022-04-11 21:48:04 main:581] : INFO : Epoch 1901 | loss: 0.0311221 | val_loss: 0.0311437 | Time: 1540.15 ms
[2022-04-11 21:48:05 main:581] : INFO : Epoch 1902 | loss: 0.0311143 | val_loss: 0.0311398 | Time: 1543.87 ms
[2022-04-11 21:48:07 main:581] : INFO : Epoch 1903 | loss: 0.0311138 | val_loss: 0.0311395 | Time: 1533.84 ms
[2022-04-11 21:48:08 main:581] : INFO : Epoch 1904 | loss: 0.0311125 | val_loss: 0.0311433 | Time: 1538.42 ms
[2022-04-11 21:48:10 main:581] : INFO : Epoch 1905 | loss: 0.031115 | val_loss: 0.0311395 | Time: 1536.96 ms
[2022-04-11 21:48:11 main:581] : INFO : Epoch 1906 | loss: 0.0311136 | val_loss: 0.031138 | Time: 1541.65 ms
[2022-04-11 21:48:13 main:581] : INFO : Epoch 1907 | loss: 0.0311128 | val_loss: 0.031135 | Time: 1538.81 ms
[2022-04-11 21:48:14 main:581] : INFO : Epoch 1908 | loss: 0.0311172 | val_loss: 0.0311425 | Time: 1535.31 ms
[2022-04-11 21:48:16 main:581] : INFO : Epoch 1909 | loss: 0.0311148 | val_loss: 0.0311356 | Time: 1535.28 ms
[2022-04-11 21:48:17 main:581] : INFO : Epoch 1910 | loss: 0.0311153 | val_loss: 0.0311325 | Time: 1535.33 ms
[2022-04-11 21:48:19 main:581] : INFO : Epoch 1911 | loss: 0.0311106 | val_loss: 0.0311384 | Time: 1537.01 ms
[2022-04-11 21:48:20 main:581] : INFO : Epoch 1912 | loss: 0.0311115 | val_loss: 0.0311361 | Time: 1536.98 ms
[2022-04-11 21:48:22 main:581] : INFO : Epoch 1913 | loss: 0.0311144 | val_loss: 0.0311393 | Time: 1537.04 ms
[2022-04-11 21:48:24 main:581] : INFO : Epoch 1914 | loss: 0.0311166 | val_loss: 0.0311417 | Time: 1538.67 ms
[2022-04-11 21:48:25 main:581] : INFO : Epoch 1915 | loss: 0.0311175 | val_loss: 0.0311353 | Time: 1540.98 ms
[2022-04-11 21:48:27 main:581] : INFO : Epoch 1916 | loss: 0.0311112 | val_loss: 0.03114 | Time: 1535.77 ms
[2022-04-11 21:48:28 main:581] : INFO : Epoch 1917 | loss: 0.0311101 | val_loss: 0.0311377 | Time: 1544.69 ms
[2022-04-11 21:48:30 main:581] : INFO : Epoch 1918 | loss: 0.0311242 | val_loss: 0.0311471 | Time: 1543.38 ms
[2022-04-11 21:48:31 main:581] : INFO : Epoch 1919 | loss: 0.0311377 | val_loss: 0.0311444 | Time: 1538.9 ms
[2022-04-11 21:48:33 main:581] : INFO : Epoch 1920 | loss: 0.0311274 | val_loss: 0.0311414 | Time: 1536.2 ms
[2022-04-11 21:48:34 main:581] : INFO : Epoch 1921 | loss: 0.0311219 | val_loss: 0.0311419 | Time: 1539.94 ms
[2022-04-11 21:48:36 main:581] : INFO : Epoch 1922 | loss: 0.0311208 | val_loss: 0.0311388 | Time: 1537.69 ms
[2022-04-11 21:48:37 main:581] : INFO : Epoch 1923 | loss: 0.0311189 | val_loss: 0.031143 | Time: 1538.53 ms
[2022-04-11 21:48:39 main:581] : INFO : Epoch 1924 | loss: 0.0311202 | val_loss: 0.0311362 | Time: 1537.84 ms
[2022-04-11 21:48:41 main:581] : INFO : Epoch 1925 | loss: 0.0311164 | val_loss: 0.0311381 | Time: 1534.51 ms
[2022-04-11 21:48:42 main:581] : INFO : Epoch 1926 | loss: 0.0311121 | val_loss: 0.0311488 | Time: 1542.63 ms
[2022-04-11 21:48:44 main:581] : INFO : Epoch 1927 | loss: 0.0311139 | val_loss: 0.0311345 | Time: 1541.26 ms
[2022-04-11 21:48:45 main:581] : INFO : Epoch 1928 | loss: 0.0311136 | val_loss: 0.0311387 | Time: 1540.3 ms
[2022-04-11 21:48:47 main:581] : INFO : Epoch 1929 | loss: 0.0311113 | val_loss: 0.0311368 | Time: 1538.1 ms
[2022-04-11 21:48:48 main:581] : INFO : Epoch 1930 | loss: 0.0311115 | val_loss: 0.0311397 | Time: 1540.44 ms
[2022-04-11 21:48:50 main:581] : INFO : Epoch 1931 | loss: 0.0311108 | val_loss: 0.0311352 | Time: 1539.41 ms
[2022-04-11 21:48:51 main:581] : INFO : Epoch 1932 | loss: 0.0311093 | val_loss: 0.0311365 | Time: 1541.46 ms
[2022-04-11 21:48:53 main:581] : INFO : Epoch 1933 | loss: 0.031109 | val_loss: 0.0311389 | Time: 1538.3 ms
[2022-04-11 21:48:54 main:581] : INFO : Epoch 1934 | loss: 0.0311081 | val_loss: 0.0311362 | Time: 1540.1 ms
[2022-04-11 21:48:56 main:581] : INFO : Epoch 1935 | loss: 0.0311069 | val_loss: 0.0311335 | Time: 1539.12 ms
[2022-04-11 21:48:57 main:581] : INFO : Epoch 1936 | loss: 0.031104 | val_loss: 0.0311345 | Time: 1538.19 ms
[2022-04-11 21:48:59 main:581] : INFO : Epoch 1937 | loss: 0.0311046 | val_loss: 0.0311343 | Time: 1540.72 ms
[2022-04-11 21:49:01 main:581] : INFO : Epoch 1938 | loss: 0.031105 | val_loss: 0.0311337 | Time: 1536.18 ms
[2022-04-11 21:49:03 main:581] : INFO : Epoch 1939 | loss: 0.0311045 | val_loss: 0.0311335 | Time: 2014.34 ms
[2022-04-11 21:49:04 main:581] : INFO : Epoch 1940 | loss: 0.0311052 | val_loss: 0.0311382 | Time: 1534.71 ms
[2022-04-11 21:49:06 main:581] : INFO : Epoch 1941 | loss: 0.0311068 | val_loss: 0.0311377 | Time: 1531.13 ms
[2022-04-11 21:49:07 main:581] : INFO : Epoch 1942 | loss: 0.0311069 | val_loss: 0.0311347 | Time: 1640.6 ms
[2022-04-11 21:49:09 main:581] : INFO : Epoch 1943 | loss: 0.031106 | val_loss: 0.0311412 | Time: 1535.28 ms
[2022-04-11 21:49:10 main:581] : INFO : Epoch 1944 | loss: 0.0311091 | val_loss: 0.0311347 | Time: 1577.79 ms
[2022-04-11 21:49:12 main:581] : INFO : Epoch 1945 | loss: 0.0311087 | val_loss: 0.031136 | Time: 1538.74 ms
[2022-04-11 21:49:13 main:581] : INFO : Epoch 1946 | loss: 0.0311158 | val_loss: 0.0311394 | Time: 1540.22 ms
[2022-04-11 21:49:15 main:581] : INFO : Epoch 1947 | loss: 0.0311093 | val_loss: 0.0311353 | Time: 1540.67 ms
[2022-04-11 21:49:17 main:581] : INFO : Epoch 1948 | loss: 0.0311067 | val_loss: 0.0311323 | Time: 1539.8 ms
[2022-04-11 21:49:18 main:581] : INFO : Epoch 1949 | loss: 0.0311069 | val_loss: 0.0311339 | Time: 1538.22 ms
[2022-04-11 21:49:20 main:581] : INFO : Epoch 1950 | loss: 0.0311057 | val_loss: 0.0311365 | Time: 1539.13 ms
[2022-04-11 21:49:21 main:581] : INFO : Epoch 1951 | loss: 0.0311056 | val_loss: 0.0311343 | Time: 1540.41 ms
[2022-04-11 21:49:23 main:581] : INFO : Epoch 1952 | loss: 0.0311118 | val_loss: 0.0311332 | Time: 1537.2 ms
[2022-04-11 21:49:24 main:581] : INFO : Epoch 1953 | loss: 0.0311159 | val_loss: 0.0311359 | Time: 1538.13 ms
[2022-04-11 21:49:26 main:581] : INFO : Epoch 1954 | loss: 0.0311139 | val_loss: 0.0311325 | Time: 1534.91 ms
[2022-04-11 21:49:27 main:581] : INFO : Epoch 1955 | loss: 0.0311127 | val_loss: 0.0311367 | Time: 1537.22 ms
[2022-04-11 21:49:29 main:581] : INFO : Epoch 1956 | loss: 0.031111 | val_loss: 0.0311347 | Time: 1536.45 ms
[2022-04-11 21:49:30 main:581] : INFO : Epoch 1957 | loss: 0.0311176 | val_loss: 0.0311381 | Time: 1538.53 ms
[2022-04-11 21:49:32 main:581] : INFO : Epoch 1958 | loss: 0.0311192 | val_loss: 0.0311348 | Time: 1537.11 ms
[2022-04-11 21:49:33 main:581] : INFO : Epoch 1959 | loss: 0.0311284 | val_loss: 0.0311442 | Time: 1539.7 ms
[2022-04-11 21:49:35 main:581] : INFO : Epoch 1960 | loss: 0.0311289 | val_loss: 0.0311371 | Time: 1541.7 ms
[2022-04-11 21:49:37 main:581] : INFO : Epoch 1961 | loss: 0.0311254 | val_loss: 0.0311357 | Time: 1540.44 ms
[2022-04-11 21:49:38 main:581] : INFO : Epoch 1962 | loss: 0.0311227 | val_loss: 0.0311348 | Time: 1539.55 ms
[2022-04-11 21:49:40 main:581] : INFO : Epoch 1963 | loss: 0.0311176 | val_loss: 0.0311348 | Time: 1536.43 ms
[2022-04-11 21:49:41 main:581] : INFO : Epoch 1964 | loss: 0.0311164 | val_loss: 0.0311327 | Time: 1538.69 ms
[2022-04-11 21:49:43 main:581] : INFO : Epoch 1965 | loss: 0.0311151 | val_loss: 0.031133 | Time: 1539.51 ms
[2022-04-11 21:49:44 main:581] : INFO : Epoch 1966 | loss: 0.0311155 | val_loss: 0.0311367 | Time: 1501.11 ms
[2022-04-11 21:49:46 main:581] : INFO : Epoch 1967 | loss: 0.0311128 | val_loss: 0.0311322 | Time: 1498.73 ms
[2022-04-11 21:49:47 main:581] : INFO : Epoch 1968 | loss: 0.0311117 | val_loss: 0.031134 | Time: 1541.3 ms
[2022-04-11 21:49:49 main:581] : INFO : Epoch 1969 | loss: 0.0311095 | val_loss: 0.0311311 | Time: 1526.25 ms
[2022-04-11 21:49:50 main:581] : INFO : Epoch 1970 | loss: 0.0311175 | val_loss: 0.0311334 | Time: 1512.25 ms
[2022-04-11 21:49:52 main:581] : INFO : Epoch 1971 | loss: 0.0311168 | val_loss: 0.0311308 | Time: 1539.65 ms
[2022-04-11 21:49:53 main:581] : INFO : Epoch 1972 | loss: 0.0311156 | val_loss: 0.031133 | Time: 1541.51 ms
[2022-04-11 21:49:55 main:581] : INFO : Epoch 1973 | loss: 0.0311089 | val_loss: 0.0311323 | Time: 1541.71 ms
[2022-04-11 21:49:56 main:581] : INFO : Epoch 1974 | loss: 0.0311088 | val_loss: 0.0311351 | Time: 1542.86 ms
[2022-04-11 21:49:58 main:581] : INFO : Epoch 1975 | loss: 0.0311095 | val_loss: 0.0311315 | Time: 1539.54 ms
[2022-04-11 21:49:59 main:581] : INFO : Epoch 1976 | loss: 0.0311118 | val_loss: 0.0311376 | Time: 1536.84 ms
[2022-04-11 21:50:01 main:581] : INFO : Epoch 1977 | loss: 0.0311114 | val_loss: 0.031132 | Time: 1535.75 ms
[2022-04-11 21:50:03 main:581] : INFO : Epoch 1978 | loss: 0.0311088 | val_loss: 0.0311308 | Time: 1536.79 ms
[2022-04-11 21:50:04 main:581] : INFO : Epoch 1979 | loss: 0.0311089 | val_loss: 0.0311312 | Time: 1767.1 ms
[2022-04-11 21:50:06 main:581] : INFO : Epoch 1980 | loss: 0.0311077 | val_loss: 0.0311325 | Time: 1554.71 ms
[2022-04-11 21:50:07 main:581] : INFO : Epoch 1981 | loss: 0.0311065 | val_loss: 0.031135 | Time: 1541.03 ms
[2022-04-11 21:50:09 main:581] : INFO : Epoch 1982 | loss: 0.0311051 | val_loss: 0.0311375 | Time: 1578.13 ms
[2022-04-11 21:50:11 main:581] : INFO : Epoch 1983 | loss: 0.0311084 | val_loss: 0.0311423 | Time: 1609.05 ms
[2022-04-11 21:50:12 main:581] : INFO : Epoch 1984 | loss: 0.0311138 | val_loss: 0.0311385 | Time: 1535.59 ms
[2022-04-11 21:50:14 main:581] : INFO : Epoch 1985 | loss: 0.0311089 | val_loss: 0.0311328 | Time: 1532.05 ms
[2022-04-11 21:50:15 main:581] : INFO : Epoch 1986 | loss: 0.031108 | val_loss: 0.0311337 | Time: 1533.79 ms
[2022-04-11 21:50:17 main:581] : INFO : Epoch 1987 | loss: 0.031104 | val_loss: 0.031135 | Time: 1533.07 ms
[2022-04-11 21:50:18 main:581] : INFO : Epoch 1988 | loss: 0.0311027 | val_loss: 0.0311337 | Time: 1535.28 ms
[2022-04-11 21:50:20 main:581] : INFO : Epoch 1989 | loss: 0.0311037 | val_loss: 0.0311382 | Time: 1535.23 ms
[2022-04-11 21:50:21 main:581] : INFO : Epoch 1990 | loss: 0.0311058 | val_loss: 0.0311309 | Time: 1536.52 ms
[2022-04-11 21:50:23 main:581] : INFO : Epoch 1991 | loss: 0.031104 | val_loss: 0.0311469 | Time: 1536.09 ms
[2022-04-11 21:50:24 main:581] : INFO : Epoch 1992 | loss: 0.0311151 | val_loss: 0.0311384 | Time: 1540.23 ms
[2022-04-11 21:50:26 main:581] : INFO : Epoch 1993 | loss: 0.0311144 | val_loss: 0.0311399 | Time: 1534.97 ms
[2022-04-11 21:50:28 main:581] : INFO : Epoch 1994 | loss: 0.0311102 | val_loss: 0.0311366 | Time: 1531.87 ms
[2022-04-11 21:50:29 main:581] : INFO : Epoch 1995 | loss: 0.0311072 | val_loss: 0.0311355 | Time: 1530.89 ms
[2022-04-11 21:50:31 main:581] : INFO : Epoch 1996 | loss: 0.0311057 | val_loss: 0.0311317 | Time: 1537.09 ms
[2022-04-11 21:50:32 main:581] : INFO : Epoch 1997 | loss: 0.0311046 | val_loss: 0.0311346 | Time: 1538.9 ms
[2022-04-11 21:50:34 main:581] : INFO : Epoch 1998 | loss: 0.0311031 | val_loss: 0.0311342 | Time: 1538.02 ms
[2022-04-11 21:50:35 main:581] : INFO : Epoch 1999 | loss: 0.031103 | val_loss: 0.0311329 | Time: 1537.32 ms
[2022-04-11 21:50:37 main:581] : INFO : Epoch 2000 | loss: 0.0311025 | val_loss: 0.0311339 | Time: 1533.79 ms
[2022-04-11 21:50:38 main:581] : INFO : Epoch 2001 | loss: 0.0311044 | val_loss: 0.031142 | Time: 1706.26 ms
[2022-04-11 21:50:40 main:581] : INFO : Epoch 2002 | loss: 0.0311071 | val_loss: 0.0311363 | Time: 1533.61 ms
[2022-04-11 21:50:41 main:581] : INFO : Epoch 2003 | loss: 0.0311063 | val_loss: 0.0311324 | Time: 1530.82 ms
[2022-04-11 21:50:43 main:581] : INFO : Epoch 2004 | loss: 0.0311086 | val_loss: 0.0311368 | Time: 1531.3 ms
[2022-04-11 21:50:45 main:581] : INFO : Epoch 2005 | loss: 0.0311072 | val_loss: 0.031136 | Time: 1528.77 ms
[2022-04-11 21:50:46 main:581] : INFO : Epoch 2006 | loss: 0.0311048 | val_loss: 0.031133 | Time: 1529.84 ms
[2022-04-11 21:50:48 main:581] : INFO : Epoch 2007 | loss: 0.0311033 | val_loss: 0.0311379 | Time: 1530.86 ms
[2022-04-11 21:50:49 main:581] : INFO : Epoch 2008 | loss: 0.0311026 | val_loss: 0.0311294 | Time: 1535.25 ms
[2022-04-11 21:50:51 main:581] : INFO : Epoch 2009 | loss: 0.0311034 | val_loss: 0.0311362 | Time: 1536.61 ms
[2022-04-11 21:50:52 main:581] : INFO : Epoch 2010 | loss: 0.0311102 | val_loss: 0.0311393 | Time: 1566.89 ms
[2022-04-11 21:50:54 main:581] : INFO : Epoch 2011 | loss: 0.031108 | val_loss: 0.0311327 | Time: 1533.89 ms
[2022-04-11 21:50:55 main:581] : INFO : Epoch 2012 | loss: 0.031104 | val_loss: 0.0311372 | Time: 1536.75 ms
[2022-04-11 21:50:57 main:581] : INFO : Epoch 2013 | loss: 0.0311055 | val_loss: 0.0311336 | Time: 1537.59 ms
[2022-04-11 21:50:58 main:581] : INFO : Epoch 2014 | loss: 0.0311073 | val_loss: 0.0311454 | Time: 1532.68 ms
[2022-04-11 21:51:00 main:581] : INFO : Epoch 2015 | loss: 0.0311169 | val_loss: 0.0311353 | Time: 1528.68 ms
[2022-04-11 21:51:01 main:581] : INFO : Epoch 2016 | loss: 0.0311099 | val_loss: 0.0311329 | Time: 1532.65 ms
[2022-04-11 21:51:03 main:581] : INFO : Epoch 2017 | loss: 0.0311063 | val_loss: 0.0311326 | Time: 1534.18 ms
[2022-04-11 21:51:05 main:581] : INFO : Epoch 2018 | loss: 0.0311086 | val_loss: 0.0311329 | Time: 1533.04 ms
[2022-04-11 21:51:06 main:581] : INFO : Epoch 2019 | loss: 0.0311053 | val_loss: 0.0311322 | Time: 1530.13 ms
[2022-04-11 21:51:08 main:581] : INFO : Epoch 2020 | loss: 0.0311057 | val_loss: 0.0311328 | Time: 1539.37 ms
[2022-04-11 21:51:09 main:581] : INFO : Epoch 2021 | loss: 0.0311026 | val_loss: 0.0311315 | Time: 1535.6 ms
[2022-04-11 21:51:11 main:581] : INFO : Epoch 2022 | loss: 0.0311025 | val_loss: 0.0311293 | Time: 1556.98 ms
[2022-04-11 21:51:12 main:581] : INFO : Epoch 2023 | loss: 0.0311051 | val_loss: 0.0311418 | Time: 1542.94 ms
[2022-04-11 21:51:14 main:581] : INFO : Epoch 2024 | loss: 0.0311041 | val_loss: 0.0311337 | Time: 1756.09 ms
[2022-04-11 21:51:16 main:581] : INFO : Epoch 2025 | loss: 0.0311023 | val_loss: 0.0311317 | Time: 1528.63 ms
[2022-04-11 21:51:17 main:581] : INFO : Epoch 2026 | loss: 0.0311009 | val_loss: 0.0311344 | Time: 1532.22 ms
[2022-04-11 21:51:19 main:581] : INFO : Epoch 2027 | loss: 0.0311024 | val_loss: 0.0311371 | Time: 1539.89 ms
[2022-04-11 21:51:20 main:581] : INFO : Epoch 2028 | loss: 0.0311019 | val_loss: 0.0311323 | Time: 1533.78 ms
[2022-04-11 21:51:22 main:581] : INFO : Epoch 2029 | loss: 0.0311004 | val_loss: 0.0311302 | Time: 1529.2 ms
[2022-04-11 21:51:23 main:581] : INFO : Epoch 2030 | loss: 0.0311074 | val_loss: 0.0311311 | Time: 1527.99 ms
[2022-04-11 21:51:25 main:581] : INFO : Epoch 2031 | loss: 0.0311125 | val_loss: 0.0311453 | Time: 1526.63 ms
[2022-04-11 21:51:26 main:581] : INFO : Epoch 2032 | loss: 0.0311248 | val_loss: 0.0311496 | Time: 1529.23 ms
[2022-04-11 21:51:28 main:581] : INFO : Epoch 2033 | loss: 0.0311248 | val_loss: 0.0311377 | Time: 1534.35 ms
[2022-04-11 21:51:29 main:581] : INFO : Epoch 2034 | loss: 0.0311156 | val_loss: 0.031133 | Time: 1533.49 ms
[2022-04-11 21:51:31 main:581] : INFO : Epoch 2035 | loss: 0.0311146 | val_loss: 0.0311327 | Time: 1530.36 ms
[2022-04-11 21:51:32 main:581] : INFO : Epoch 2036 | loss: 0.0311173 | val_loss: 0.0311385 | Time: 1538.75 ms
[2022-04-11 21:51:34 main:581] : INFO : Epoch 2037 | loss: 0.0311205 | val_loss: 0.0311352 | Time: 1532 ms
[2022-04-11 21:51:35 main:581] : INFO : Epoch 2038 | loss: 0.0311231 | val_loss: 0.0311368 | Time: 1534.83 ms
[2022-04-11 21:51:37 main:581] : INFO : Epoch 2039 | loss: 0.0311206 | val_loss: 0.0311439 | Time: 1534.91 ms
[2022-04-11 21:51:39 main:581] : INFO : Epoch 2040 | loss: 0.0311182 | val_loss: 0.0311392 | Time: 1533.81 ms
[2022-04-11 21:51:40 main:581] : INFO : Epoch 2041 | loss: 0.0311145 | val_loss: 0.0311289 | Time: 1533.57 ms
[2022-04-11 21:51:42 main:581] : INFO : Epoch 2042 | loss: 0.0311131 | val_loss: 0.031138 | Time: 1850.39 ms
[2022-04-11 21:51:43 main:581] : INFO : Epoch 2043 | loss: 0.0311138 | val_loss: 0.0311335 | Time: 1561.66 ms
[2022-04-11 21:51:45 main:581] : INFO : Epoch 2044 | loss: 0.0311088 | val_loss: 0.0311337 | Time: 1959.6 ms
[2022-04-11 21:51:47 main:581] : INFO : Epoch 2045 | loss: 0.0311101 | val_loss: 0.0311341 | Time: 1532.01 ms
[2022-04-11 21:51:48 main:581] : INFO : Epoch 2046 | loss: 0.0311094 | val_loss: 0.031131 | Time: 1535.62 ms
[2022-04-11 21:51:50 main:581] : INFO : Epoch 2047 | loss: 0.0311098 | val_loss: 0.0311338 | Time: 1536.84 ms
[2022-04-11 21:51:52 main:581] : INFO : Epoch 2048 | loss: 0.0311131 | val_loss: 0.0311407 | Time: 1536.82 ms
[2022-04-11 21:51:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311407
[2022-04-11 21:51:52 main:610] : INFO : Saving end state to config to file
[2022-04-11 21:51:52 main:615] : INFO : Success, exiting..
21:51:52 (52665): 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)