Task 14208094
| Name | ParityModified-1647049001-11618-3-0_0 |
| Workunit | 11268007 |
| Created | 1 Apr 2022, 19:32:10 UTC |
| Sent | 7 Apr 2022, 9:24:40 UTC |
| Report deadline | 15 Apr 2022, 9:24:40 UTC |
| Received | 7 Apr 2022, 14:43:11 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 789 |
| Run time | 1 hours 7 min 38 sec |
| CPU time | 1 hours 4 min 4 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,854.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 16:53:08 main:574] : INFO : Epoch 1542 | loss: 0.0311549 | val_loss: 0.031163 | Time: 1875.35 ms [2022-04-07 16:53:10 main:574] : INFO : Epoch 1543 | loss: 0.0311568 | val_loss: 0.031164 | Time: 1878.7 ms [2022-04-07 16:53:12 main:574] : INFO : Epoch 1544 | loss: 0.031156 | val_loss: 0.0311649 | Time: 1881.28 ms [2022-04-07 16:53:14 main:574] : INFO : Epoch 1545 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 1874.03 ms [2022-04-07 16:53:16 main:574] : INFO : Epoch 1546 | loss: 0.0311546 | val_loss: 0.0311632 | Time: 1878.08 ms [2022-04-07 16:53:18 main:574] : INFO : Epoch 1547 | loss: 0.0311545 | val_loss: 0.0311642 | Time: 1882.09 ms [2022-04-07 16:53:20 main:574] : INFO : Epoch 1548 | loss: 0.0311521 | val_loss: 0.0311619 | Time: 1882.92 ms [2022-04-07 16:53:22 main:574] : INFO : Epoch 1549 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 1872.49 ms [2022-04-07 16:53:24 main:574] : INFO : Epoch 1550 | loss: 0.0311486 | val_loss: 0.031163 | Time: 1851.86 ms [2022-04-07 16:53:26 main:574] : INFO : Epoch 1551 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 1882.31 ms [2022-04-07 16:53:27 main:574] : INFO : Epoch 1552 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 1869.77 ms [2022-04-07 16:53:29 main:574] : INFO : Epoch 1553 | loss: 0.0311469 | val_loss: 0.0311614 | Time: 1880 ms [2022-04-07 16:53:31 main:574] : INFO : Epoch 1554 | loss: 0.0311473 | val_loss: 0.0311625 | Time: 1884.16 ms [2022-04-07 16:53:33 main:574] : INFO : Epoch 1555 | loss: 0.0311491 | val_loss: 0.0311615 | Time: 1877.37 ms [2022-04-07 16:53:35 main:574] : INFO : Epoch 1556 | loss: 0.0311483 | val_loss: 0.0311604 | Time: 1869.74 ms [2022-04-07 16:53:37 main:574] : INFO : Epoch 1557 | loss: 0.0311462 | val_loss: 0.0311616 | Time: 1866.98 ms [2022-04-07 16:53:39 main:574] : INFO : Epoch 1558 | loss: 0.0311467 | val_loss: 0.0311612 | Time: 1875.42 ms [2022-04-07 16:53:41 main:574] : INFO : Epoch 1559 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 1882.75 ms [2022-04-07 16:53:43 main:574] : INFO : Epoch 1560 | loss: 0.031145 | val_loss: 0.0311595 | Time: 1882.34 ms [2022-04-07 16:53:45 main:574] : INFO : Epoch 1561 | loss: 0.0311442 | val_loss: 0.0311598 | Time: 1876.43 ms [2022-04-07 16:53:47 main:574] : INFO : Epoch 1562 | loss: 0.0311475 | val_loss: 0.0311601 | Time: 1879.38 ms [2022-04-07 16:53:49 main:574] : INFO : Epoch 1563 | loss: 0.0311495 | val_loss: 0.0311608 | Time: 1871.1 ms [2022-04-07 16:53:51 main:574] : INFO : Epoch 1564 | loss: 0.031149 | val_loss: 0.0311609 | Time: 1877.13 ms [2022-04-07 16:53:53 main:574] : INFO : Epoch 1565 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 1886.02 ms [2022-04-07 16:53:55 main:574] : INFO : Epoch 1566 | loss: 0.0311474 | val_loss: 0.0311603 | Time: 1868.99 ms [2022-04-07 16:53:57 main:574] : INFO : Epoch 1567 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 1869.82 ms [2022-04-07 16:53:59 main:574] : INFO : Epoch 1568 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 1848.07 ms [2022-04-07 16:54:01 main:574] : INFO : Epoch 1569 | loss: 0.0311449 | val_loss: 0.0311626 | Time: 1880.2 ms [2022-04-07 16:54:03 main:574] : INFO : Epoch 1570 | loss: 0.0311446 | val_loss: 0.031159 | Time: 1878.36 ms [2022-04-07 16:54:05 main:574] : INFO : Epoch 1571 | loss: 0.0311445 | val_loss: 0.0311593 | Time: 1884.66 ms [2022-04-07 16:54:07 main:574] : INFO : Epoch 1572 | loss: 0.0311442 | val_loss: 0.0311582 | Time: 1867.15 ms [2022-04-07 16:54:08 main:574] : INFO : Epoch 1573 | loss: 0.0311461 | val_loss: 0.0311602 | Time: 1875.25 ms [2022-04-07 16:54:10 main:574] : INFO : Epoch 1574 | loss: 0.0311461 | val_loss: 0.0311595 | Time: 1863.72 ms [2022-04-07 16:54:12 main:574] : INFO : Epoch 1575 | loss: 0.0311436 | val_loss: 0.0311589 | Time: 1882.74 ms [2022-04-07 16:54:14 main:574] : INFO : Epoch 1576 | loss: 0.0311473 | val_loss: 0.0311643 | Time: 1882.26 ms [2022-04-07 16:54:16 main:574] : INFO : Epoch 1577 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 1873.19 ms [2022-04-07 16:54:18 main:574] : INFO : Epoch 1578 | loss: 0.0311433 | val_loss: 0.0311596 | Time: 1878 ms [2022-04-07 16:54:20 main:574] : INFO : Epoch 1579 | loss: 0.031143 | val_loss: 0.0311594 | Time: 1875.84 ms [2022-04-07 16:54:22 main:574] : INFO : Epoch 1580 | loss: 0.0311421 | val_loss: 0.0311592 | Time: 1881.45 ms [2022-04-07 16:54:24 main:574] : INFO : Epoch 1581 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 1891.52 ms [2022-04-07 16:54:26 main:574] : INFO : Epoch 1582 | loss: 0.0311447 | val_loss: 0.0311615 | Time: 1891.35 ms [2022-04-07 16:54:28 main:574] : INFO : Epoch 1583 | loss: 0.031144 | val_loss: 0.0311584 | Time: 1859.52 ms [2022-04-07 16:54:30 main:574] : INFO : Epoch 1584 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 1881.29 ms [2022-04-07 16:54:32 main:574] : INFO : Epoch 1585 | loss: 0.0311427 | val_loss: 0.0311598 | Time: 1861.39 ms [2022-04-07 16:54:34 main:574] : INFO : Epoch 1586 | loss: 0.0311432 | val_loss: 0.0311596 | Time: 1882.81 ms [2022-04-07 16:54:36 main:574] : INFO : Epoch 1587 | loss: 0.031142 | val_loss: 0.0311592 | Time: 1884.81 ms [2022-04-07 16:54:38 main:574] : INFO : Epoch 1588 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 1872.73 ms [2022-04-07 16:54:40 main:574] : INFO : Epoch 1589 | loss: 0.0311424 | val_loss: 0.0311602 | Time: 1878.64 ms [2022-04-07 16:54:42 main:574] : INFO : Epoch 1590 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 1864.4 ms [2022-04-07 16:54:44 main:574] : INFO : Epoch 1591 | loss: 0.0311406 | val_loss: 0.0311591 | Time: 1879.75 ms [2022-04-07 16:54:46 main:574] : INFO : Epoch 1592 | loss: 0.0311414 | val_loss: 0.03116 | Time: 1891.47 ms [2022-04-07 16:54:48 main:574] : INFO : Epoch 1593 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 1893.86 ms [2022-04-07 16:54:50 main:574] : INFO : Epoch 1594 | loss: 0.0311396 | val_loss: 0.0311581 | Time: 1877.95 ms [2022-04-07 16:54:52 main:574] : INFO : Epoch 1595 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 1872.54 ms [2022-04-07 16:54:54 main:574] : INFO : Epoch 1596 | loss: 0.0311427 | val_loss: 0.0311651 | Time: 1884.66 ms [2022-04-07 16:54:56 main:574] : INFO : Epoch 1597 | loss: 0.0311436 | val_loss: 0.0311606 | Time: 1880.78 ms [2022-04-07 16:54:58 main:574] : INFO : Epoch 1598 | loss: 0.0311423 | val_loss: 0.0311604 | Time: 1886.63 ms [2022-04-07 16:55:00 main:574] : INFO : Epoch 1599 | loss: 0.0311394 | val_loss: 0.0311581 | Time: 1860.14 ms [2022-04-07 16:55:02 main:574] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.0311598 | Time: 1875.47 ms [2022-04-07 16:55:04 main:574] : INFO : Epoch 1601 | loss: 0.0311403 | val_loss: 0.0311591 | Time: 1873.31 ms [2022-04-07 16:55:06 main:574] : INFO : Epoch 1602 | loss: 0.0311403 | val_loss: 0.0311594 | Time: 1881.69 ms [2022-04-07 16:55:08 main:574] : INFO : Epoch 1603 | loss: 0.0311394 | val_loss: 0.0311581 | Time: 1881.02 ms [2022-04-07 16:55:10 main:574] : INFO : Epoch 1604 | loss: 0.0311407 | val_loss: 0.03116 | Time: 1898.19 ms [2022-04-07 16:55:12 main:574] : INFO : Epoch 1605 | loss: 0.0311411 | val_loss: 0.0311585 | Time: 1874.47 ms [2022-04-07 16:55:14 main:574] : INFO : Epoch 1606 | loss: 0.0311459 | val_loss: 0.0311604 | Time: 1881.44 ms [2022-04-07 16:55:15 main:574] : INFO : Epoch 1607 | loss: 0.0311444 | val_loss: 0.031157 | Time: 1876.95 ms [2022-04-07 16:55:18 main:574] : INFO : Epoch 1608 | loss: 0.0311456 | val_loss: 0.031158 | Time: 1915.35 ms [2022-04-07 16:55:20 main:574] : INFO : Epoch 1609 | loss: 0.0311437 | val_loss: 0.0311584 | Time: 1898.25 ms [2022-04-07 16:55:22 main:574] : INFO : Epoch 1610 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 1874.74 ms [2022-04-07 16:55:24 main:574] : INFO : Epoch 1611 | loss: 0.0311432 | val_loss: 0.0311624 | Time: 1878.86 ms [2022-04-07 16:55:26 main:574] : INFO : Epoch 1612 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 1854.89 ms [2022-04-07 16:55:28 main:574] : INFO : Epoch 1613 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 1876.36 ms [2022-04-07 16:55:30 main:574] : INFO : Epoch 1614 | loss: 0.0311437 | val_loss: 0.03116 | Time: 1876.82 ms [2022-04-07 16:55:32 main:574] : INFO : Epoch 1615 | loss: 0.0311456 | val_loss: 0.0311633 | Time: 1855.54 ms [2022-04-07 16:55:34 main:574] : INFO : Epoch 1616 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 1880.6 ms [2022-04-07 16:55:36 main:574] : INFO : Epoch 1617 | loss: 0.031142 | val_loss: 0.0311589 | Time: 1876.32 ms [2022-04-07 16:55:38 main:574] : INFO : Epoch 1618 | loss: 0.0311424 | val_loss: 0.0311599 | Time: 1884.36 ms [2022-04-07 16:55:39 main:574] : INFO : Epoch 1619 | loss: 0.0311417 | val_loss: 0.0311594 | Time: 1874.32 ms [2022-04-07 16:55:42 main:574] : INFO : Epoch 1620 | loss: 0.03114 | val_loss: 0.0311599 | Time: 1900.39 ms [2022-04-07 16:55:44 main:574] : INFO : Epoch 1621 | loss: 0.0311416 | val_loss: 0.0311581 | Time: 1878.47 ms [2022-04-07 16:55:46 main:574] : INFO : Epoch 1622 | loss: 0.0311401 | val_loss: 0.0311603 | Time: 1901.91 ms [2022-04-07 16:55:48 main:574] : INFO : Epoch 1623 | loss: 0.0311405 | val_loss: 0.0311586 | Time: 1872.43 ms [2022-04-07 16:55:50 main:574] : INFO : Epoch 1624 | loss: 0.031142 | val_loss: 0.0311589 | Time: 1878.93 ms [2022-04-07 16:55:52 main:574] : INFO : Epoch 1625 | loss: 0.0311422 | val_loss: 0.03116 | Time: 1880.1 ms [2022-04-07 16:55:54 main:574] : INFO : Epoch 1626 | loss: 0.0311481 | val_loss: 0.0311645 | Time: 1877.6 ms [2022-04-07 16:55:56 main:574] : INFO : Epoch 1627 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 1885.93 ms [2022-04-07 16:55:58 main:574] : INFO : Epoch 1628 | loss: 0.0311456 | val_loss: 0.0311624 | Time: 1873.69 ms [2022-04-07 16:56:00 main:574] : INFO : Epoch 1629 | loss: 0.0311439 | val_loss: 0.031158 | Time: 1887.46 ms [2022-04-07 16:56:02 main:574] : INFO : Epoch 1630 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 1885.66 ms [2022-04-07 16:56:04 main:574] : INFO : Epoch 1631 | loss: 0.0311416 | val_loss: 0.0311618 | Time: 1879.71 ms [2022-04-07 16:56:06 main:574] : INFO : Epoch 1632 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 1879.67 ms [2022-04-07 16:56:08 main:574] : INFO : Epoch 1633 | loss: 0.0311422 | val_loss: 0.0311586 | Time: 1928.17 ms [2022-04-07 16:56:10 main:574] : INFO : Epoch 1634 | loss: 0.0311409 | val_loss: 0.0311569 | Time: 1868.64 ms [2022-04-07 16:56:12 main:574] : INFO : Epoch 1635 | loss: 0.0311427 | val_loss: 0.031156 | Time: 1875.63 ms [2022-04-07 16:56:14 main:574] : INFO : Epoch 1636 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 1884.9 ms [2022-04-07 16:56:16 main:574] : INFO : Epoch 1637 | loss: 0.0311433 | val_loss: 0.0311589 | Time: 1884.49 ms [2022-04-07 16:56:18 main:574] : INFO : Epoch 1638 | loss: 0.0311427 | val_loss: 0.0311591 | Time: 1878.14 ms [2022-04-07 16:56:20 main:574] : INFO : Epoch 1639 | loss: 0.0311407 | val_loss: 0.0311598 | Time: 1870.85 ms [2022-04-07 16:56:21 main:574] : INFO : Epoch 1640 | loss: 0.0311439 | val_loss: 0.0311642 | Time: 1878.28 ms [2022-04-07 16:56:23 main:574] : INFO : Epoch 1641 | loss: 0.0311433 | val_loss: 0.0311588 | Time: 1881.99 ms [2022-04-07 16:56:25 main:574] : INFO : Epoch 1642 | loss: 0.0311405 | val_loss: 0.03116 | Time: 1878.82 ms [2022-04-07 16:56:27 main:574] : INFO : Epoch 1643 | loss: 0.0311417 | val_loss: 0.0311607 | Time: 1869.71 ms [2022-04-07 16:56:29 main:574] : INFO : Epoch 1644 | loss: 0.0311415 | val_loss: 0.0311576 | Time: 1895.18 ms [2022-04-07 16:56:32 main:574] : INFO : Epoch 1645 | loss: 0.0311399 | val_loss: 0.0311556 | Time: 1870.67 ms [2022-04-07 16:56:34 main:574] : INFO : Epoch 1646 | loss: 0.0311406 | val_loss: 0.031156 | Time: 1888.34 ms [2022-04-07 16:56:36 main:574] : INFO : Epoch 1647 | loss: 0.0311402 | val_loss: 0.0311585 | Time: 1888.25 ms [2022-04-07 16:56:38 main:574] : INFO : Epoch 1648 | loss: 0.0311395 | val_loss: 0.0311623 | Time: 1867.36 ms [2022-04-07 16:56:40 main:574] : INFO : Epoch 1649 | loss: 0.031141 | val_loss: 0.0311594 | Time: 1878.46 ms [2022-04-07 16:56:42 main:574] : INFO : Epoch 1650 | loss: 0.0311402 | val_loss: 0.0311642 | Time: 1868.82 ms [2022-04-07 16:56:44 main:574] : INFO : Epoch 1651 | loss: 0.0311406 | val_loss: 0.0311619 | Time: 1882.11 ms [2022-04-07 16:56:46 main:574] : INFO : Epoch 1652 | loss: 0.0311388 | val_loss: 0.0311591 | Time: 1879.23 ms [2022-04-07 16:56:48 main:574] : INFO : Epoch 1653 | loss: 0.0311384 | val_loss: 0.0311614 | Time: 1876.03 ms [2022-04-07 16:56:50 main:574] : INFO : Epoch 1654 | loss: 0.0311386 | val_loss: 0.0311659 | Time: 1870.68 ms [2022-04-07 16:56:51 main:574] : INFO : Epoch 1655 | loss: 0.0311388 | val_loss: 0.0311589 | Time: 1881.32 ms [2022-04-07 16:56:53 main:574] : INFO : Epoch 1656 | loss: 0.0311384 | val_loss: 0.0311599 | Time: 1878.9 ms [2022-04-07 16:56:55 main:574] : INFO : Epoch 1657 | loss: 0.031141 | val_loss: 0.0311637 | Time: 1880.5 ms [2022-04-07 16:56:57 main:574] : INFO : Epoch 1658 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 1885.17 ms [2022-04-07 16:56:59 main:574] : INFO : Epoch 1659 | loss: 0.0311438 | val_loss: 0.0311622 | Time: 1871.98 ms [2022-04-07 16:57:01 main:574] : INFO : Epoch 1660 | loss: 0.0311394 | val_loss: 0.0311612 | Time: 1880.72 ms [2022-04-07 16:57:03 main:574] : INFO : Epoch 1661 | loss: 0.031139 | val_loss: 0.0311621 | Time: 1838.37 ms [2022-04-07 16:57:05 main:574] : INFO : Epoch 1662 | loss: 0.0311389 | val_loss: 0.0311646 | Time: 1878.09 ms [2022-04-07 16:57:07 main:574] : INFO : Epoch 1663 | loss: 0.031139 | val_loss: 0.0311624 | Time: 1876.99 ms [2022-04-07 16:57:09 main:574] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.0311635 | Time: 1862.31 ms [2022-04-07 16:57:11 main:574] : INFO : Epoch 1665 | loss: 0.0311404 | val_loss: 0.031161 | Time: 1871.38 ms [2022-04-07 16:57:13 main:574] : INFO : Epoch 1666 | loss: 0.0311411 | val_loss: 0.0311648 | Time: 1880.38 ms [2022-04-07 16:57:15 main:574] : INFO : Epoch 1667 | loss: 0.0311427 | val_loss: 0.0311639 | Time: 1882.95 ms [2022-04-07 16:57:17 main:574] : INFO : Epoch 1668 | loss: 0.0311454 | val_loss: 0.0311646 | Time: 1884.08 ms [2022-04-07 16:57:19 main:574] : INFO : Epoch 1669 | loss: 0.031144 | val_loss: 0.0311649 | Time: 1891.1 ms [2022-04-07 16:57:21 main:574] : INFO : Epoch 1670 | loss: 0.0311454 | val_loss: 0.0311615 | Time: 1872.74 ms [2022-04-07 16:57:23 main:574] : INFO : Epoch 1671 | loss: 0.0311446 | val_loss: 0.0311603 | Time: 1889.09 ms [2022-04-07 16:57:25 main:574] : INFO : Epoch 1672 | loss: 0.0311437 | val_loss: 0.0311623 | Time: 1879.84 ms [2022-04-07 16:57:27 main:574] : INFO : Epoch 1673 | loss: 0.0311456 | val_loss: 0.031161 | Time: 1887.69 ms [2022-04-07 16:57:29 main:574] : INFO : Epoch 1674 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 1877.89 ms [2022-04-07 16:57:31 main:574] : INFO : Epoch 1675 | loss: 0.0311428 | val_loss: 0.031164 | Time: 1880.29 ms [2022-04-07 16:57:33 main:574] : INFO : Epoch 1676 | loss: 0.0311422 | val_loss: 0.031161 | Time: 1863.42 ms [2022-04-07 16:57:34 main:574] : INFO : Epoch 1677 | loss: 0.0311407 | val_loss: 0.0311612 | Time: 1880.12 ms [2022-04-07 16:57:36 main:574] : INFO : Epoch 1678 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 1874.59 ms [2022-04-07 16:57:38 main:574] : INFO : Epoch 1679 | loss: 0.0311416 | val_loss: 0.0311606 | Time: 1875.19 ms [2022-04-07 16:57:40 main:574] : INFO : Epoch 1680 | loss: 0.0311417 | val_loss: 0.0311641 | Time: 1872.61 ms [2022-04-07 16:57:42 main:574] : INFO : Epoch 1681 | loss: 0.031145 | val_loss: 0.0311626 | Time: 1863.29 ms [2022-04-07 16:57:44 main:574] : INFO : Epoch 1682 | loss: 0.0311428 | val_loss: 0.031159 | Time: 1864.79 ms [2022-04-07 16:57:46 main:574] : INFO : Epoch 1683 | loss: 0.0311422 | val_loss: 0.0311594 | Time: 1874.62 ms [2022-04-07 16:57:48 main:574] : INFO : Epoch 1684 | loss: 0.031145 | val_loss: 0.0311605 | Time: 1881.69 ms [2022-04-07 16:57:50 main:574] : INFO : Epoch 1685 | loss: 0.0311414 | val_loss: 0.0311612 | Time: 1882.05 ms [2022-04-07 16:57:52 main:574] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311597 | Time: 1876.16 ms [2022-04-07 16:57:54 main:574] : INFO : Epoch 1687 | loss: 0.0311426 | val_loss: 0.0311609 | Time: 1869.83 ms [2022-04-07 16:57:56 main:574] : INFO : Epoch 1688 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 1899.02 ms [2022-04-07 16:57:58 main:574] : INFO : Epoch 1689 | loss: 0.0311424 | val_loss: 0.0311588 | Time: 1869.11 ms [2022-04-07 16:58:00 main:574] : INFO : Epoch 1690 | loss: 0.0311416 | val_loss: 0.0311642 | Time: 1870.1 ms [2022-04-07 16:58:02 main:574] : INFO : Epoch 1691 | loss: 0.031141 | val_loss: 0.0311617 | Time: 1882.11 ms [2022-04-07 16:58:04 main:574] : INFO : Epoch 1692 | loss: 0.0311398 | val_loss: 0.031161 | Time: 1863.66 ms [2022-04-07 16:58:06 main:574] : INFO : Epoch 1693 | loss: 0.0311392 | val_loss: 0.0311609 | Time: 1881.54 ms [2022-04-07 16:58:08 main:574] : INFO : Epoch 1694 | loss: 0.031139 | val_loss: 0.0311598 | Time: 1877.99 ms [2022-04-07 16:58:09 main:574] : INFO : Epoch 1695 | loss: 0.0311398 | val_loss: 0.0311624 | Time: 1887.05 ms [2022-04-07 16:58:11 main:574] : INFO : Epoch 1696 | loss: 0.0311412 | val_loss: 0.0311612 | Time: 1873.01 ms [2022-04-07 16:58:13 main:574] : INFO : Epoch 1697 | loss: 0.0311417 | val_loss: 0.0311602 | Time: 1873.59 ms [2022-04-07 16:58:15 main:574] : INFO : Epoch 1698 | loss: 0.0311402 | val_loss: 0.031164 | Time: 1875.57 ms [2022-04-07 16:58:17 main:574] : INFO : Epoch 1699 | loss: 0.0311418 | val_loss: 0.0311663 | Time: 1876.19 ms [2022-04-07 16:58:19 main:574] : INFO : Epoch 1700 | loss: 0.0311409 | val_loss: 0.0311651 | Time: 1870.67 ms [2022-04-07 16:58:21 main:574] : INFO : Epoch 1701 | loss: 0.0311419 | val_loss: 0.0311626 | Time: 1878.67 ms [2022-04-07 16:58:23 main:574] : INFO : Epoch 1702 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 1863.64 ms [2022-04-07 16:58:25 main:574] : INFO : Epoch 1703 | loss: 0.0311403 | val_loss: 0.03116 | Time: 1873.71 ms [2022-04-07 16:58:27 main:574] : INFO : Epoch 1704 | loss: 0.0311434 | val_loss: 0.0311612 | Time: 1877.79 ms [2022-04-07 16:58:29 main:574] : INFO : Epoch 1705 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 1859.95 ms [2022-04-07 16:58:31 main:574] : INFO : Epoch 1706 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 1882.39 ms [2022-04-07 16:58:33 main:574] : INFO : Epoch 1707 | loss: 0.0311423 | val_loss: 0.03116 | Time: 1881.77 ms [2022-04-07 16:58:35 main:574] : INFO : Epoch 1708 | loss: 0.0311401 | val_loss: 0.0311628 | Time: 1880.08 ms [2022-04-07 16:58:37 main:574] : INFO : Epoch 1709 | loss: 0.0311398 | val_loss: 0.0311607 | Time: 1871.4 ms [2022-04-07 16:58:39 main:574] : INFO : Epoch 1710 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 1887.4 ms [2022-04-07 16:58:41 main:574] : INFO : Epoch 1711 | loss: 0.0311401 | val_loss: 0.0311618 | Time: 1862.24 ms [2022-04-07 16:58:43 main:574] : INFO : Epoch 1712 | loss: 0.0311394 | val_loss: 0.0311622 | Time: 1877.43 ms [2022-04-07 16:58:45 main:574] : INFO : Epoch 1713 | loss: 0.0311392 | val_loss: 0.0311685 | Time: 1883.68 ms [2022-04-07 16:58:46 main:574] : INFO : Epoch 1714 | loss: 0.0311415 | val_loss: 0.0311633 | Time: 1862.15 ms [2022-04-07 16:58:48 main:574] : INFO : Epoch 1715 | loss: 0.03114 | val_loss: 0.0311628 | Time: 1881.07 ms [2022-04-07 16:58:50 main:574] : INFO : Epoch 1716 | loss: 0.031141 | val_loss: 0.0311665 | Time: 1873.72 ms [2022-04-07 16:58:52 main:574] : INFO : Epoch 1717 | loss: 0.0311379 | val_loss: 0.0311644 | Time: 1878.97 ms [2022-04-07 16:58:54 main:574] : INFO : Epoch 1718 | loss: 0.0311404 | val_loss: 0.0311705 | Time: 1873.76 ms [2022-04-07 16:58:56 main:574] : INFO : Epoch 1719 | loss: 0.0311418 | val_loss: 0.0311677 | Time: 1875.56 ms [2022-04-07 16:58:58 main:574] : INFO : Epoch 1720 | loss: 0.0311413 | val_loss: 0.0311625 | Time: 1851.72 ms [2022-04-07 16:59:00 main:574] : INFO : Epoch 1721 | loss: 0.0311413 | val_loss: 0.0311653 | Time: 1877.18 ms [2022-04-07 16:59:02 main:574] : INFO : Epoch 1722 | loss: 0.0311408 | val_loss: 0.0311657 | Time: 1860.98 ms [2022-04-07 16:59:04 main:574] : INFO : Epoch 1723 | loss: 0.031141 | val_loss: 0.0311635 | Time: 1883.65 ms [2022-04-07 16:59:06 main:574] : INFO : Epoch 1724 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 1882.77 ms [2022-04-07 16:59:08 main:574] : INFO : Epoch 1725 | loss: 0.0311404 | val_loss: 0.0311627 | Time: 1878.17 ms [2022-04-07 16:59:10 main:574] : INFO : Epoch 1726 | loss: 0.0311393 | val_loss: 0.0311661 | Time: 1880.95 ms [2022-04-07 16:59:12 main:574] : INFO : Epoch 1727 | loss: 0.0311423 | val_loss: 0.0311641 | Time: 1863.93 ms [2022-04-07 16:59:14 main:574] : INFO : Epoch 1728 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 1885.42 ms [2022-04-07 16:59:16 main:574] : INFO : Epoch 1729 | loss: 0.0311431 | val_loss: 0.0311636 | Time: 1878.93 ms [2022-04-07 16:59:18 main:574] : INFO : Epoch 1730 | loss: 0.0311429 | val_loss: 0.0311629 | Time: 1876.08 ms [2022-04-07 16:59:20 main:574] : INFO : Epoch 1731 | loss: 0.0311414 | val_loss: 0.0311657 | Time: 1868.78 ms [2022-04-07 16:59:21 main:574] : INFO : Epoch 1732 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 1885.64 ms [2022-04-07 16:59:23 main:574] : INFO : Epoch 1733 | loss: 0.0311423 | val_loss: 0.0311653 | Time: 1867.02 ms [2022-04-07 16:59:25 main:574] : INFO : Epoch 1734 | loss: 0.0311412 | val_loss: 0.0311643 | Time: 1879.36 ms [2022-04-07 16:59:27 main:574] : INFO : Epoch 1735 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 1890.17 ms [2022-04-07 16:59:30 main:574] : INFO : Epoch 1736 | loss: 0.0311411 | val_loss: 0.0311651 | Time: 1881.31 ms [2022-04-07 16:59:32 main:574] : INFO : Epoch 1737 | loss: 0.0311418 | val_loss: 0.0311689 | Time: 1875.51 ms [2022-04-07 16:59:35 main:574] : INFO : Epoch 1738 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 1864.89 ms [2022-04-07 16:59:37 main:574] : INFO : Epoch 1739 | loss: 0.0311415 | val_loss: 0.0311667 | Time: 1885.59 ms [2022-04-07 16:59:39 main:574] : INFO : Epoch 1740 | loss: 0.0311413 | val_loss: 0.0311676 | Time: 1891.89 ms [2022-04-07 16:59:41 main:574] : INFO : Epoch 1741 | loss: 0.0311403 | val_loss: 0.0311648 | Time: 1874.67 ms [2022-04-07 16:59:43 main:574] : INFO : Epoch 1742 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 1898.07 ms [2022-04-07 16:59:45 main:574] : INFO : Epoch 1743 | loss: 0.031145 | val_loss: 0.0311616 | Time: 1878.69 ms [2022-04-07 16:59:47 main:574] : INFO : Epoch 1744 | loss: 0.0311438 | val_loss: 0.0311634 | Time: 1881.46 ms [2022-04-07 16:59:49 main:574] : INFO : Epoch 1745 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 1893.37 ms [2022-04-07 16:59:51 main:574] : INFO : Epoch 1746 | loss: 0.0311418 | val_loss: 0.0311615 | Time: 1890.39 ms [2022-04-07 16:59:53 main:574] : INFO : Epoch 1747 | loss: 0.0311428 | val_loss: 0.0311647 | Time: 1885.03 ms [2022-04-07 16:59:55 main:574] : INFO : Epoch 1748 | loss: 0.0311414 | val_loss: 0.0311617 | Time: 1870.68 ms [2022-04-07 16:59:56 main:574] : INFO : Epoch 1749 | loss: 0.0311411 | val_loss: 0.0311631 | Time: 1868.19 ms [2022-04-07 16:59:58 main:574] : INFO : Epoch 1750 | loss: 0.0311427 | val_loss: 0.0311626 | Time: 1888.58 ms [2022-04-07 17:00:00 main:574] : INFO : Epoch 1751 | loss: 0.0311431 | val_loss: 0.0311642 | Time: 1882.85 ms [2022-04-07 17:00:02 main:574] : INFO : Epoch 1752 | loss: 0.031143 | val_loss: 0.0311642 | Time: 1874.62 ms [2022-04-07 17:00:04 main:574] : INFO : Epoch 1753 | loss: 0.0311449 | val_loss: 0.0311627 | Time: 1871.78 ms [2022-04-07 17:00:06 main:574] : INFO : Epoch 1754 | loss: 0.0311454 | val_loss: 0.0311639 | Time: 1865.46 ms [2022-04-07 17:00:08 main:574] : INFO : Epoch 1755 | loss: 0.0311415 | val_loss: 0.0311665 | Time: 1895.1 ms [2022-04-07 17:00:10 main:574] : INFO : Epoch 1756 | loss: 0.0311417 | val_loss: 0.0311713 | Time: 1884.1 ms [2022-04-07 17:00:12 main:574] : INFO : Epoch 1757 | loss: 0.0311471 | val_loss: 0.0311625 | Time: 1873.37 ms [2022-04-07 17:00:14 main:574] : INFO : Epoch 1758 | loss: 0.0311432 | val_loss: 0.0311663 | Time: 1851.49 ms [2022-04-07 17:00:16 main:574] : INFO : Epoch 1759 | loss: 0.03114 | val_loss: 0.0311609 | Time: 1879.65 ms [2022-04-07 17:00:18 main:574] : INFO : Epoch 1760 | loss: 0.0311401 | val_loss: 0.031166 | Time: 1886.26 ms [2022-04-07 17:00:20 main:574] : INFO : Epoch 1761 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 1864.96 ms [2022-04-07 17:00:22 main:574] : INFO : Epoch 1762 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 1879.74 ms [2022-04-07 17:00:24 main:574] : INFO : Epoch 1763 | loss: 0.0311386 | val_loss: 0.0311629 | Time: 1870.01 ms [2022-04-07 17:00:26 main:574] : INFO : Epoch 1764 | loss: 0.0311401 | val_loss: 0.031166 | Time: 1876.64 ms [2022-04-07 17:00:28 main:574] : INFO : Epoch 1765 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 1852.4 ms [2022-04-07 17:00:29 main:574] : INFO : Epoch 1766 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 1876.37 ms [2022-04-07 17:00:31 main:574] : INFO : Epoch 1767 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 1865.22 ms [2022-04-07 17:00:33 main:574] : INFO : Epoch 1768 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 1896.32 ms [2022-04-07 17:00:35 main:574] : INFO : Epoch 1769 | loss: 0.0311481 | val_loss: 0.0311622 | Time: 1865.66 ms [2022-04-07 17:00:38 main:574] : INFO : Epoch 1770 | loss: 0.031149 | val_loss: 0.0311712 | Time: 1877.53 ms [2022-04-07 17:00:40 main:574] : INFO : Epoch 1771 | loss: 0.0311453 | val_loss: 0.0311667 | Time: 1870.38 ms [2022-04-07 17:00:42 main:574] : INFO : Epoch 1772 | loss: 0.0311425 | val_loss: 0.0311624 | Time: 1880.3 ms [2022-04-07 17:00:44 main:574] : INFO : Epoch 1773 | loss: 0.0311447 | val_loss: 0.0311671 | Time: 1886.78 ms [2022-04-07 17:00:46 main:574] : INFO : Epoch 1774 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 1880.56 ms [2022-04-07 17:00:48 main:574] : INFO : Epoch 1775 | loss: 0.0311454 | val_loss: 0.0311625 | Time: 1882.31 ms [2022-04-07 17:00:50 main:574] : INFO : Epoch 1776 | loss: 0.0311431 | val_loss: 0.0311588 | Time: 1869.29 ms [2022-04-07 17:00:52 main:574] : INFO : Epoch 1777 | loss: 0.031143 | val_loss: 0.0311644 | Time: 1887.81 ms [2022-04-07 17:00:54 main:574] : INFO : Epoch 1778 | loss: 0.0311422 | val_loss: 0.0311577 | Time: 1885.22 ms [2022-04-07 17:00:56 main:574] : INFO : Epoch 1779 | loss: 0.031141 | val_loss: 0.0311618 | Time: 1865.54 ms [2022-04-07 17:00:57 main:574] : INFO : Epoch 1780 | loss: 0.0311444 | val_loss: 0.0311602 | Time: 1846.82 ms [2022-04-07 17:00:59 main:574] : INFO : Epoch 1781 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 1874.73 ms [2022-04-07 17:01:01 main:574] : INFO : Epoch 1782 | loss: 0.0311435 | val_loss: 0.0311632 | Time: 1883.74 ms [2022-04-07 17:01:03 main:574] : INFO : Epoch 1783 | loss: 0.0311426 | val_loss: 0.0311601 | Time: 1884.61 ms [2022-04-07 17:01:05 main:574] : INFO : Epoch 1784 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1879.77 ms [2022-04-07 17:01:07 main:574] : INFO : Epoch 1785 | loss: 0.0311393 | val_loss: 0.0311586 | Time: 1862.01 ms [2022-04-07 17:01:09 main:574] : INFO : Epoch 1786 | loss: 0.0311409 | val_loss: 0.0311595 | Time: 1876.97 ms [2022-04-07 17:01:11 main:574] : INFO : Epoch 1787 | loss: 0.0311388 | val_loss: 0.031159 | Time: 1871.88 ms [2022-04-07 17:01:13 main:574] : INFO : Epoch 1788 | loss: 0.0311372 | val_loss: 0.0311594 | Time: 1877.63 ms [2022-04-07 17:01:15 main:574] : INFO : Epoch 1789 | loss: 0.0311387 | val_loss: 0.0311589 | Time: 1874.03 ms [2022-04-07 17:01:17 main:574] : INFO : Epoch 1790 | loss: 0.0311394 | val_loss: 0.0311593 | Time: 1881 ms [2022-04-07 17:01:19 main:574] : INFO : Epoch 1791 | loss: 0.0311385 | val_loss: 0.0311597 | Time: 1856.26 ms [2022-04-07 17:01:21 main:574] : INFO : Epoch 1792 | loss: 0.0311425 | val_loss: 0.0311569 | Time: 1855.38 ms [2022-04-07 17:01:23 main:574] : INFO : Epoch 1793 | loss: 0.0311414 | val_loss: 0.0311568 | Time: 1905.32 ms [2022-04-07 17:01:25 main:574] : INFO : Epoch 1794 | loss: 0.0311402 | val_loss: 0.031156 | Time: 1884.43 ms [2022-04-07 17:01:27 main:574] : INFO : Epoch 1795 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 1883 ms [2022-04-07 17:01:29 main:574] : INFO : Epoch 1796 | loss: 0.0311394 | val_loss: 0.0311604 | Time: 1868.31 ms [2022-04-07 17:01:31 main:574] : INFO : Epoch 1797 | loss: 0.0311406 | val_loss: 0.0311596 | Time: 1875.39 ms [2022-04-07 17:01:33 main:574] : INFO : Epoch 1798 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 1855.27 ms [2022-04-07 17:01:35 main:574] : INFO : Epoch 1799 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 1896.66 ms [2022-04-07 17:01:37 main:574] : INFO : Epoch 1800 | loss: 0.0311416 | val_loss: 0.0311595 | Time: 1881.63 ms [2022-04-07 17:01:39 main:574] : INFO : Epoch 1801 | loss: 0.0311432 | val_loss: 0.0311577 | Time: 1876.63 ms [2022-04-07 17:01:41 main:574] : INFO : Epoch 1802 | loss: 0.0311421 | val_loss: 0.0311589 | Time: 1879.22 ms [2022-04-07 17:01:42 main:574] : INFO : Epoch 1803 | loss: 0.0311425 | val_loss: 0.0311568 | Time: 1872.5 ms [2022-04-07 17:01:44 main:574] : INFO : Epoch 1804 | loss: 0.0311423 | val_loss: 0.0311564 | Time: 1899.24 ms [2022-04-07 17:01:46 main:574] : INFO : Epoch 1805 | loss: 0.0311415 | val_loss: 0.0311618 | Time: 1894.6 ms [2022-04-07 17:01:48 main:574] : INFO : Epoch 1806 | loss: 0.0311426 | val_loss: 0.0311578 | Time: 1882.25 ms [2022-04-07 17:01:50 main:574] : INFO : Epoch 1807 | loss: 0.0311397 | val_loss: 0.0311584 | Time: 1863.13 ms [2022-04-07 17:01:52 main:574] : INFO : Epoch 1808 | loss: 0.0311401 | val_loss: 0.03116 | Time: 1872.24 ms [2022-04-07 17:01:54 main:574] : INFO : Epoch 1809 | loss: 0.0311379 | val_loss: 0.0311576 | Time: 1871.82 ms [2022-04-07 17:01:56 main:574] : INFO : Epoch 1810 | loss: 0.0311371 | val_loss: 0.0311613 | Time: 1887.73 ms [2022-04-07 17:01:58 main:574] : INFO : Epoch 1811 | loss: 0.0311388 | val_loss: 0.0311564 | Time: 1895.37 ms [2022-04-07 17:02:00 main:574] : INFO : Epoch 1812 | loss: 0.0311393 | val_loss: 0.0311598 | Time: 1879.77 ms [2022-04-07 17:02:02 main:574] : INFO : Epoch 1813 | loss: 0.0311387 | val_loss: 0.0311622 | Time: 1865.57 ms [2022-04-07 17:02:04 main:574] : INFO : Epoch 1814 | loss: 0.0311378 | val_loss: 0.0311632 | Time: 1866.51 ms [2022-04-07 17:02:06 main:574] : INFO : Epoch 1815 | loss: 0.0311372 | val_loss: 0.0311587 | Time: 1884.97 ms [2022-04-07 17:02:08 main:574] : INFO : Epoch 1816 | loss: 0.0311345 | val_loss: 0.0311564 | Time: 1876.92 ms [2022-04-07 17:02:10 main:574] : INFO : Epoch 1817 | loss: 0.0311356 | val_loss: 0.0311619 | Time: 1896.47 ms [2022-04-07 17:02:12 main:574] : INFO : Epoch 1818 | loss: 0.0311371 | val_loss: 0.0311612 | Time: 1879 ms [2022-04-07 17:02:14 main:574] : INFO : Epoch 1819 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 1875.64 ms [2022-04-07 17:02:16 main:574] : INFO : Epoch 1820 | loss: 0.0311353 | val_loss: 0.0311571 | Time: 1883.32 ms [2022-04-07 17:02:18 main:574] : INFO : Epoch 1821 | loss: 0.031136 | val_loss: 0.0311658 | Time: 1878.21 ms [2022-04-07 17:02:20 main:574] : INFO : Epoch 1822 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 1885.97 ms [2022-04-07 17:02:22 main:574] : INFO : Epoch 1823 | loss: 0.0311387 | val_loss: 0.0311615 | Time: 1883.34 ms [2022-04-07 17:02:24 main:574] : INFO : Epoch 1824 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 1886.76 ms [2022-04-07 17:02:26 main:574] : INFO : Epoch 1825 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 1867.89 ms [2022-04-07 17:02:28 main:574] : INFO : Epoch 1826 | loss: 0.0311386 | val_loss: 0.0311658 | Time: 1878.89 ms [2022-04-07 17:02:30 main:574] : INFO : Epoch 1827 | loss: 0.0311375 | val_loss: 0.0311593 | Time: 1876.65 ms [2022-04-07 17:02:32 main:574] : INFO : Epoch 1828 | loss: 0.0311366 | val_loss: 0.0311597 | Time: 1927.94 ms [2022-04-07 17:02:34 main:574] : INFO : Epoch 1829 | loss: 0.0311355 | val_loss: 0.0311569 | Time: 1864.37 ms [2022-04-07 17:02:36 main:574] : INFO : Epoch 1830 | loss: 0.0311353 | val_loss: 0.0311592 | Time: 1866.66 ms [2022-04-07 17:02:38 main:574] : INFO : Epoch 1831 | loss: 0.0311375 | val_loss: 0.0311649 | Time: 1874.57 ms [2022-04-07 17:02:40 main:574] : INFO : Epoch 1832 | loss: 0.0311375 | val_loss: 0.0311595 | Time: 1866.85 ms [2022-04-07 17:02:42 main:574] : INFO : Epoch 1833 | loss: 0.0311359 | val_loss: 0.0311582 | Time: 1875.99 ms [2022-04-07 17:02:44 main:574] : INFO : Epoch 1834 | loss: 0.0311353 | val_loss: 0.0311568 | Time: 1861.78 ms [2022-04-07 17:02:46 main:574] : INFO : Epoch 1835 | loss: 0.0311339 | val_loss: 0.0311593 | Time: 1878.41 ms [2022-04-07 17:02:48 main:574] : INFO : Epoch 1836 | loss: 0.031134 | val_loss: 0.0311588 | Time: 1863.22 ms [2022-04-07 17:02:50 main:574] : INFO : Epoch 1837 | loss: 0.0311333 | val_loss: 0.0311587 | Time: 1899.77 ms [2022-04-07 17:02:52 main:574] : INFO : Epoch 1838 | loss: 0.0311352 | val_loss: 0.031166 | Time: 1911.69 ms [2022-04-07 17:02:54 main:574] : INFO : Epoch 1839 | loss: 0.0311353 | val_loss: 0.0311619 | Time: 1892.02 ms [2022-04-07 17:02:56 main:574] : INFO : Epoch 1840 | loss: 0.0311359 | val_loss: 0.0311588 | Time: 1872.6 ms [2022-04-07 17:02:58 main:574] : INFO : Epoch 1841 | loss: 0.0311375 | val_loss: 0.0311576 | Time: 1877.8 ms [2022-04-07 17:03:00 main:574] : INFO : Epoch 1842 | loss: 0.0311336 | val_loss: 0.0311625 | Time: 1891.56 ms [2022-04-07 17:03:02 main:574] : INFO : Epoch 1843 | loss: 0.0311344 | val_loss: 0.0311586 | Time: 1881.53 ms [2022-04-07 17:03:04 main:574] : INFO : Epoch 1844 | loss: 0.0311336 | val_loss: 0.0311631 | Time: 1876.75 ms [2022-04-07 17:03:06 main:574] : INFO : Epoch 1845 | loss: 0.0311415 | val_loss: 0.0311712 | Time: 1864.87 ms [2022-04-07 17:03:08 main:574] : INFO : Epoch 1846 | loss: 0.0311386 | val_loss: 0.0311625 | Time: 1914.75 ms [2022-04-07 17:03:10 main:574] : INFO : Epoch 1847 | loss: 0.0311366 | val_loss: 0.0311577 | Time: 1871.42 ms [2022-04-07 17:03:12 main:574] : INFO : Epoch 1848 | loss: 0.0311362 | val_loss: 0.0311571 | Time: 1882.36 ms [2022-04-07 17:03:14 main:574] : INFO : Epoch 1849 | loss: 0.0311365 | val_loss: 0.0311673 | Time: 1883.6 ms [2022-04-07 17:03:16 main:574] : INFO : Epoch 1850 | loss: 0.031138 | val_loss: 0.0311617 | Time: 1863.7 ms [2022-04-07 17:03:18 main:574] : INFO : Epoch 1851 | loss: 0.0311356 | val_loss: 0.0311573 | Time: 1866.2 ms [2022-04-07 17:03:20 main:574] : INFO : Epoch 1852 | loss: 0.0311357 | val_loss: 0.0311565 | Time: 1868.65 ms [2022-04-07 17:03:22 main:574] : INFO : Epoch 1853 | loss: 0.0311387 | val_loss: 0.0311618 | Time: 1873.15 ms [2022-04-07 17:03:23 main:574] : INFO : Epoch 1854 | loss: 0.0311397 | val_loss: 0.0311639 | Time: 1877.82 ms [2022-04-07 17:03:25 main:574] : INFO : Epoch 1855 | loss: 0.0311381 | val_loss: 0.0311618 | Time: 1878.14 ms [2022-04-07 17:03:27 main:574] : INFO : Epoch 1856 | loss: 0.0311386 | val_loss: 0.0311647 | Time: 1872.37 ms [2022-04-07 17:03:29 main:574] : INFO : Epoch 1857 | loss: 0.0311392 | val_loss: 0.0311587 | Time: 1875.49 ms [2022-04-07 17:03:31 main:574] : INFO : Epoch 1858 | loss: 0.0311374 | val_loss: 0.0311593 | Time: 1860.5 ms [2022-04-07 17:03:33 main:574] : INFO : Epoch 1859 | loss: 0.0311358 | val_loss: 0.0311607 | Time: 1877.68 ms [2022-04-07 17:03:35 main:574] : INFO : Epoch 1860 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 1873.61 ms [2022-04-07 17:03:37 main:574] : INFO : Epoch 1861 | loss: 0.0311357 | val_loss: 0.0311564 | Time: 1882.19 ms [2022-04-07 17:03:39 main:574] : INFO : Epoch 1862 | loss: 0.0311409 | val_loss: 0.03116 | Time: 1875.13 ms [2022-04-07 17:03:41 main:574] : INFO : Epoch 1863 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 1871.54 ms [2022-04-07 17:03:43 main:574] : INFO : Epoch 1864 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1871.57 ms [2022-04-07 17:03:45 main:574] : INFO : Epoch 1865 | loss: 0.031138 | val_loss: 0.0311617 | Time: 1882.68 ms [2022-04-07 17:03:47 main:574] : INFO : Epoch 1866 | loss: 0.0311404 | val_loss: 0.0311644 | Time: 1886.18 ms [2022-04-07 17:03:49 main:574] : INFO : Epoch 1867 | loss: 0.0311383 | val_loss: 0.0311586 | Time: 1867.94 ms [2022-04-07 17:03:51 main:574] : INFO : Epoch 1868 | loss: 0.0311367 | val_loss: 0.0311566 | Time: 1892.17 ms [2022-04-07 17:03:53 main:574] : INFO : Epoch 1869 | loss: 0.0311348 | val_loss: 0.0311649 | Time: 1876.4 ms [2022-04-07 17:03:55 main:574] : INFO : Epoch 1870 | loss: 0.031134 | val_loss: 0.0311631 | Time: 1874.9 ms [2022-04-07 17:03:57 main:574] : INFO : Epoch 1871 | loss: 0.031135 | val_loss: 0.0311631 | Time: 1874.71 ms [2022-04-07 17:03:59 main:574] : INFO : Epoch 1872 | loss: 0.0311341 | val_loss: 0.0311614 | Time: 1872.75 ms [2022-04-07 17:04:00 main:574] : INFO : Epoch 1873 | loss: 0.0311362 | val_loss: 0.0311584 | Time: 1877.71 ms [2022-04-07 17:04:02 main:574] : INFO : Epoch 1874 | loss: 0.0311355 | val_loss: 0.0311617 | Time: 1868.98 ms [2022-04-07 17:04:04 main:574] : INFO : Epoch 1875 | loss: 0.0311359 | val_loss: 0.031165 | Time: 1886.14 ms [2022-04-07 17:04:06 main:574] : INFO : Epoch 1876 | loss: 0.0311373 | val_loss: 0.031163 | Time: 1882.64 ms [2022-04-07 17:04:08 main:574] : INFO : Epoch 1877 | loss: 0.0311356 | val_loss: 0.0311609 | Time: 1876.12 ms [2022-04-07 17:04:10 main:574] : INFO : Epoch 1878 | loss: 0.0311355 | val_loss: 0.0311612 | Time: 1880.58 ms [2022-04-07 17:04:12 main:574] : INFO : Epoch 1879 | loss: 0.0311347 | val_loss: 0.0311619 | Time: 1887.75 ms [2022-04-07 17:04:14 main:574] : INFO : Epoch 1880 | loss: 0.0311352 | val_loss: 0.0311592 | Time: 1871.56 ms [2022-04-07 17:04:16 main:574] : INFO : Epoch 1881 | loss: 0.0311331 | val_loss: 0.0311622 | Time: 1881.46 ms [2022-04-07 17:04:18 main:574] : INFO : Epoch 1882 | loss: 0.0311353 | val_loss: 0.0311604 | Time: 1882.3 ms [2022-04-07 17:04:20 main:574] : INFO : Epoch 1883 | loss: 0.0311365 | val_loss: 0.0311629 | Time: 1879.51 ms [2022-04-07 17:04:22 main:574] : INFO : Epoch 1884 | loss: 0.031137 | val_loss: 0.0311607 | Time: 1877.44 ms [2022-04-07 17:04:24 main:574] : INFO : Epoch 1885 | loss: 0.031137 | val_loss: 0.0311667 | Time: 1890.14 ms [2022-04-07 17:04:26 main:574] : INFO : Epoch 1886 | loss: 0.0311398 | val_loss: 0.0311623 | Time: 1878.1 ms [2022-04-07 17:04:28 main:574] : INFO : Epoch 1887 | loss: 0.0311506 | val_loss: 0.031161 | Time: 1880.21 ms [2022-04-07 17:04:30 main:574] : INFO : Epoch 1888 | loss: 0.0311513 | val_loss: 0.0311675 | Time: 1877.07 ms [2022-04-07 17:04:32 main:574] : INFO : Epoch 1889 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 1869.27 ms [2022-04-07 17:04:34 main:574] : INFO : Epoch 1890 | loss: 0.0311448 | val_loss: 0.031162 | Time: 1879.29 ms [2022-04-07 17:04:36 main:574] : INFO : Epoch 1891 | loss: 0.0311442 | val_loss: 0.0311594 | Time: 1876.07 ms [2022-04-07 17:04:37 main:574] : INFO : Epoch 1892 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 1876.69 ms [2022-04-07 17:04:39 main:574] : INFO : Epoch 1893 | loss: 0.0311447 | val_loss: 0.031169 | Time: 1877.64 ms [2022-04-07 17:04:41 main:574] : INFO : Epoch 1894 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 1876.38 ms [2022-04-07 17:04:43 main:574] : INFO : Epoch 1895 | loss: 0.0311455 | val_loss: 0.0311611 | Time: 1856.03 ms [2022-04-07 17:04:45 main:574] : INFO : Epoch 1896 | loss: 0.0311481 | val_loss: 0.0311616 | Time: 1877.68 ms [2022-04-07 17:04:47 main:574] : INFO : Epoch 1897 | loss: 0.031147 | val_loss: 0.0311692 | Time: 1883.36 ms [2022-04-07 17:04:49 main:574] : INFO : Epoch 1898 | loss: 0.0311481 | val_loss: 0.0311675 | Time: 1873.03 ms [2022-04-07 17:04:51 main:574] : INFO : Epoch 1899 | loss: 0.0311462 | val_loss: 0.0311614 | Time: 1875.86 ms [2022-04-07 17:04:53 main:574] : INFO : Epoch 1900 | loss: 0.0311436 | val_loss: 0.03116 | Time: 1863.14 ms [2022-04-07 17:04:55 main:574] : INFO : Epoch 1901 | loss: 0.031144 | val_loss: 0.0311638 | Time: 1874.06 ms [2022-04-07 17:04:57 main:574] : INFO : Epoch 1902 | loss: 0.03114 | val_loss: 0.0311589 | Time: 1866.92 ms [2022-04-07 17:04:59 main:574] : INFO : Epoch 1903 | loss: 0.03114 | val_loss: 0.0311625 | Time: 1880.61 ms [2022-04-07 17:05:01 main:574] : INFO : Epoch 1904 | loss: 0.0311433 | val_loss: 0.0311666 | Time: 1870.65 ms [2022-04-07 17:05:03 main:574] : INFO : Epoch 1905 | loss: 0.0311439 | val_loss: 0.03116 | Time: 1885.04 ms [2022-04-07 17:05:05 main:574] : INFO : Epoch 1906 | loss: 0.0311388 | val_loss: 0.0311605 | Time: 1864.57 ms [2022-04-07 17:05:07 main:574] : INFO : Epoch 1907 | loss: 0.0311395 | val_loss: 0.0311597 | Time: 1881.38 ms [2022-04-07 17:05:09 main:574] : INFO : Epoch 1908 | loss: 0.0311397 | val_loss: 0.0311558 | Time: 1884.31 ms [2022-04-07 17:05:11 main:574] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311592 | Time: 1882.94 ms [2022-04-07 17:05:13 main:574] : INFO : Epoch 1910 | loss: 0.0311385 | val_loss: 0.0311595 | Time: 1881.81 ms [2022-04-07 17:05:15 main:574] : INFO : Epoch 1911 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 1877.73 ms [2022-04-07 17:05:17 main:574] : INFO : Epoch 1912 | loss: 0.0311362 | val_loss: 0.0311597 | Time: 1881.7 ms [2022-04-07 17:05:19 main:574] : INFO : Epoch 1913 | loss: 0.0311374 | val_loss: 0.0311594 | Time: 1874.68 ms [2022-04-07 17:05:21 main:574] : INFO : Epoch 1914 | loss: 0.0311377 | val_loss: 0.0311596 | Time: 1877.23 ms [2022-04-07 17:05:23 main:574] : INFO : Epoch 1915 | loss: 0.0311374 | val_loss: 0.0311622 | Time: 1883.04 ms [2022-04-07 17:05:24 main:574] : INFO : Epoch 1916 | loss: 0.0311397 | val_loss: 0.0311617 | Time: 1883.1 ms [2022-04-07 17:05:26 main:574] : INFO : Epoch 1917 | loss: 0.0311392 | val_loss: 0.0311612 | Time: 1883.87 ms [2022-04-07 17:05:28 main:574] : INFO : Epoch 1918 | loss: 0.0311416 | val_loss: 0.0311606 | Time: 1864.49 ms [2022-04-07 17:05:30 main:574] : INFO : Epoch 1919 | loss: 0.0311385 | val_loss: 0.031159 | Time: 1873.5 ms [2022-04-07 17:05:32 main:574] : INFO : Epoch 1920 | loss: 0.0311385 | val_loss: 0.031158 | Time: 1874.38 ms [2022-04-07 17:05:34 main:574] : INFO : Epoch 1921 | loss: 0.0311395 | val_loss: 0.0311599 | Time: 1881.54 ms [2022-04-07 17:05:37 main:574] : INFO : Epoch 1922 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 1863.43 ms [2022-04-07 17:05:38 main:574] : INFO : Epoch 1923 | loss: 0.031139 | val_loss: 0.0311602 | Time: 1867.68 ms [2022-04-07 17:05:40 main:574] : INFO : Epoch 1924 | loss: 0.0311411 | val_loss: 0.0311574 | Time: 1877.16 ms [2022-04-07 17:05:42 main:574] : INFO : Epoch 1925 | loss: 0.0311373 | val_loss: 0.0311604 | Time: 1867.86 ms [2022-04-07 17:05:44 main:574] : INFO : Epoch 1926 | loss: 0.0311384 | val_loss: 0.0311584 | Time: 1879.55 ms [2022-04-07 17:05:46 main:574] : INFO : Epoch 1927 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 1882.32 ms [2022-04-07 17:05:48 main:574] : INFO : Epoch 1928 | loss: 0.0311392 | val_loss: 0.0311727 | Time: 1882.07 ms [2022-04-07 17:05:50 main:574] : INFO : Epoch 1929 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 1856.67 ms [2022-04-07 17:05:52 main:574] : INFO : Epoch 1930 | loss: 0.0311404 | val_loss: 0.0311663 | Time: 1884.32 ms [2022-04-07 17:05:54 main:574] : INFO : Epoch 1931 | loss: 0.0311428 | val_loss: 0.0311622 | Time: 1877.33 ms [2022-04-07 17:05:56 main:574] : INFO : Epoch 1932 | loss: 0.0311405 | val_loss: 0.0311617 | Time: 1880.67 ms [2022-04-07 17:05:58 main:574] : INFO : Epoch 1933 | loss: 0.0311401 | val_loss: 0.0311701 | Time: 1854.63 ms [2022-04-07 17:06:00 main:574] : INFO : Epoch 1934 | loss: 0.0311411 | val_loss: 0.031161 | Time: 1869.2 ms [2022-04-07 17:06:02 main:574] : INFO : Epoch 1935 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 1884.57 ms [2022-04-07 17:06:04 main:574] : INFO : Epoch 1936 | loss: 0.0311412 | val_loss: 0.0311623 | Time: 1881.23 ms [2022-04-07 17:06:06 main:574] : INFO : Epoch 1937 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 1866.39 ms [2022-04-07 17:06:08 main:574] : INFO : Epoch 1938 | loss: 0.0311378 | val_loss: 0.0311644 | Time: 1871.54 ms [2022-04-07 17:06:10 main:574] : INFO : Epoch 1939 | loss: 0.0311403 | val_loss: 0.0311663 | Time: 1880.49 ms [2022-04-07 17:06:12 main:574] : INFO : Epoch 1940 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 1877.37 ms [2022-04-07 17:06:14 main:574] : INFO : Epoch 1941 | loss: 0.0311372 | val_loss: 0.0311623 | Time: 1880.85 ms [2022-04-07 17:06:16 main:574] : INFO : Epoch 1942 | loss: 0.031135 | val_loss: 0.0311623 | Time: 1886.3 ms [2022-04-07 17:06:18 main:574] : INFO : Epoch 1943 | loss: 0.0311387 | val_loss: 0.0311606 | Time: 1887.69 ms [2022-04-07 17:06:20 main:574] : INFO : Epoch 1944 | loss: 0.031137 | val_loss: 0.0311603 | Time: 1879.9 ms [2022-04-07 17:06:22 main:574] : INFO : Epoch 1945 | loss: 0.0311373 | val_loss: 0.0311609 | Time: 1867.96 ms [2022-04-07 17:06:24 main:574] : INFO : Epoch 1946 | loss: 0.0311352 | val_loss: 0.0311626 | Time: 1873.18 ms [2022-04-07 17:06:26 main:574] : INFO : Epoch 1947 | loss: 0.031136 | val_loss: 0.0311595 | Time: 1878.95 ms [2022-04-07 17:06:28 main:574] : INFO : Epoch 1948 | loss: 0.0311358 | val_loss: 0.0311603 | Time: 1889.16 ms [2022-04-07 17:06:30 main:574] : INFO : Epoch 1949 | loss: 0.0311367 | val_loss: 0.0311628 | Time: 1876.97 ms [2022-04-07 17:06:32 main:574] : INFO : Epoch 1950 | loss: 0.031136 | val_loss: 0.0311637 | Time: 1880.01 ms [2022-04-07 17:06:34 main:574] : INFO : Epoch 1951 | loss: 0.0311356 | val_loss: 0.0311615 | Time: 1852.3 ms [2022-04-07 17:06:36 main:574] : INFO : Epoch 1952 | loss: 0.0311381 | val_loss: 0.0311597 | Time: 1883.22 ms [2022-04-07 17:06:38 main:574] : INFO : Epoch 1953 | loss: 0.0311356 | val_loss: 0.0311618 | Time: 1887.32 ms [2022-04-07 17:06:40 main:574] : INFO : Epoch 1954 | loss: 0.0311358 | val_loss: 0.0311659 | Time: 1891.67 ms [2022-04-07 17:06:41 main:574] : INFO : Epoch 1955 | loss: 0.0311387 | val_loss: 0.0311608 | Time: 1872.45 ms [2022-04-07 17:06:43 main:574] : INFO : Epoch 1956 | loss: 0.0311368 | val_loss: 0.0311643 | Time: 1852.45 ms [2022-04-07 17:06:45 main:574] : INFO : Epoch 1957 | loss: 0.031136 | val_loss: 0.0311606 | Time: 1879.11 ms [2022-04-07 17:06:47 main:574] : INFO : Epoch 1958 | loss: 0.0311352 | val_loss: 0.0311675 | Time: 1875.9 ms [2022-04-07 17:06:49 main:574] : INFO : Epoch 1959 | loss: 0.0311354 | val_loss: 0.0311644 | Time: 1874.56 ms [2022-04-07 17:06:51 main:574] : INFO : Epoch 1960 | loss: 0.0311346 | val_loss: 0.0311632 | Time: 1873.38 ms [2022-04-07 17:06:53 main:574] : INFO : Epoch 1961 | loss: 0.0311338 | val_loss: 0.0311602 | Time: 1878.48 ms [2022-04-07 17:06:55 main:574] : INFO : Epoch 1962 | loss: 0.0311365 | val_loss: 0.0311624 | Time: 1872.44 ms [2022-04-07 17:06:57 main:574] : INFO : Epoch 1963 | loss: 0.0311348 | val_loss: 0.0311596 | Time: 1883.93 ms [2022-04-07 17:06:59 main:574] : INFO : Epoch 1964 | loss: 0.0311356 | val_loss: 0.0311616 | Time: 1888.1 ms [2022-04-07 17:07:01 main:574] : INFO : Epoch 1965 | loss: 0.0311329 | val_loss: 0.031166 | Time: 1879.83 ms [2022-04-07 17:07:03 main:574] : INFO : Epoch 1966 | loss: 0.0311386 | val_loss: 0.0311619 | Time: 1884.49 ms [2022-04-07 17:07:05 main:574] : INFO : Epoch 1967 | loss: 0.0311501 | val_loss: 0.0311692 | Time: 1872.72 ms [2022-04-07 17:07:07 main:574] : INFO : Epoch 1968 | loss: 0.0311465 | val_loss: 0.031157 | Time: 1878.75 ms [2022-04-07 17:07:09 main:574] : INFO : Epoch 1969 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 1881.78 ms [2022-04-07 17:07:11 main:574] : INFO : Epoch 1970 | loss: 0.0311431 | val_loss: 0.0311677 | Time: 1884.12 ms [2022-04-07 17:07:13 main:574] : INFO : Epoch 1971 | loss: 0.031144 | val_loss: 0.0311649 | Time: 1867.42 ms [2022-04-07 17:07:15 main:574] : INFO : Epoch 1972 | loss: 0.0311424 | val_loss: 0.0311672 | Time: 1881.63 ms [2022-04-07 17:07:17 main:574] : INFO : Epoch 1973 | loss: 0.031141 | val_loss: 0.0311582 | Time: 1860.98 ms [2022-04-07 17:07:19 main:574] : INFO : Epoch 1974 | loss: 0.0311362 | val_loss: 0.0311596 | Time: 1889.34 ms [2022-04-07 17:07:21 main:574] : INFO : Epoch 1975 | loss: 0.0311383 | val_loss: 0.0311612 | Time: 1884.47 ms [2022-04-07 17:07:23 main:574] : INFO : Epoch 1976 | loss: 0.0311381 | val_loss: 0.0311579 | Time: 1876.87 ms [2022-04-07 17:07:25 main:574] : INFO : Epoch 1977 | loss: 0.0311392 | val_loss: 0.0311598 | Time: 1890.43 ms [2022-04-07 17:07:26 main:574] : INFO : Epoch 1978 | loss: 0.0311395 | val_loss: 0.0311607 | Time: 1867.08 ms [2022-04-07 17:07:28 main:574] : INFO : Epoch 1979 | loss: 0.0311387 | val_loss: 0.0311627 | Time: 1885.05 ms [2022-04-07 17:07:30 main:574] : INFO : Epoch 1980 | loss: 0.0311396 | val_loss: 0.0311648 | Time: 1885.63 ms [2022-04-07 17:07:32 main:574] : INFO : Epoch 1981 | loss: 0.031138 | val_loss: 0.0311606 | Time: 1887.37 ms [2022-04-07 17:07:34 main:574] : INFO : Epoch 1982 | loss: 0.0311399 | val_loss: 0.0311611 | Time: 1880.73 ms [2022-04-07 17:07:36 main:574] : INFO : Epoch 1983 | loss: 0.0311389 | val_loss: 0.03116 | Time: 1879.47 ms [2022-04-07 17:07:38 main:574] : INFO : Epoch 1984 | loss: 0.03114 | val_loss: 0.031161 | Time: 1879.95 ms [2022-04-07 17:07:40 main:574] : INFO : Epoch 1985 | loss: 0.0311359 | val_loss: 0.0311599 | Time: 1877.13 ms [2022-04-07 17:07:42 main:574] : INFO : Epoch 1986 | loss: 0.0311373 | val_loss: 0.0311607 | Time: 1886.05 ms [2022-04-07 17:07:44 main:574] : INFO : Epoch 1987 | loss: 0.0311394 | val_loss: 0.0311624 | Time: 1864.66 ms [2022-04-07 17:07:46 main:574] : INFO : Epoch 1988 | loss: 0.0311374 | val_loss: 0.0311626 | Time: 1877.93 ms [2022-04-07 17:07:48 main:574] : INFO : Epoch 1989 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 1866.89 ms [2022-04-07 17:07:50 main:574] : INFO : Epoch 1990 | loss: 0.031137 | val_loss: 0.0311579 | Time: 1884.37 ms [2022-04-07 17:07:52 main:574] : INFO : Epoch 1991 | loss: 0.0311377 | val_loss: 0.0311653 | Time: 1878.41 ms [2022-04-07 17:07:54 main:574] : INFO : Epoch 1992 | loss: 0.0311405 | val_loss: 0.03116 | Time: 1895.83 ms [2022-04-07 17:07:56 main:574] : INFO : Epoch 1993 | loss: 0.0311445 | val_loss: 0.0311901 | Time: 1871.11 ms [2022-04-07 17:07:58 main:574] : INFO : Epoch 1994 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 1884.93 ms [2022-04-07 17:08:00 main:574] : INFO : Epoch 1995 | loss: 0.0311413 | val_loss: 0.0311594 | Time: 1884.86 ms [2022-04-07 17:08:02 main:574] : INFO : Epoch 1996 | loss: 0.0311398 | val_loss: 0.031158 | Time: 1881.87 ms [2022-04-07 17:08:04 main:574] : INFO : Epoch 1997 | loss: 0.0311377 | val_loss: 0.0311588 | Time: 1881.83 ms [2022-04-07 17:08:06 main:574] : INFO : Epoch 1998 | loss: 0.0311377 | val_loss: 0.0311655 | Time: 1870.76 ms [2022-04-07 17:08:08 main:574] : INFO : Epoch 1999 | loss: 0.0311391 | val_loss: 0.0311596 | Time: 1892.9 ms [2022-04-07 17:08:10 main:574] : INFO : Epoch 2000 | loss: 0.0311378 | val_loss: 0.0311663 | Time: 1857.56 ms [2022-04-07 17:08:12 main:574] : INFO : Epoch 2001 | loss: 0.0311397 | val_loss: 0.0311629 | Time: 1888.36 ms [2022-04-07 17:08:14 main:574] : INFO : Epoch 2002 | loss: 0.0311407 | val_loss: 0.0311644 | Time: 1879.69 ms [2022-04-07 17:08:15 main:574] : INFO : Epoch 2003 | loss: 0.03114 | val_loss: 0.0311601 | Time: 1886.35 ms [2022-04-07 17:08:17 main:574] : INFO : Epoch 2004 | loss: 0.0311433 | val_loss: 0.0311586 | Time: 1878.84 ms [2022-04-07 17:08:19 main:574] : INFO : Epoch 2005 | loss: 0.0311391 | val_loss: 0.0311582 | Time: 1889.35 ms [2022-04-07 17:08:21 main:574] : INFO : Epoch 2006 | loss: 0.031142 | val_loss: 0.0311633 | Time: 1887.7 ms [2022-04-07 17:08:23 main:574] : INFO : Epoch 2007 | loss: 0.0311404 | val_loss: 0.0311614 | Time: 1886.89 ms [2022-04-07 17:08:25 main:574] : INFO : Epoch 2008 | loss: 0.0311383 | val_loss: 0.0311585 | Time: 1885.59 ms [2022-04-07 17:08:27 main:574] : INFO : Epoch 2009 | loss: 0.031138 | val_loss: 0.0311591 | Time: 1867.7 ms [2022-04-07 17:08:29 main:574] : INFO : Epoch 2010 | loss: 0.0311421 | val_loss: 0.0311621 | Time: 1889.82 ms [2022-04-07 17:08:31 main:574] : INFO : Epoch 2011 | loss: 0.0311404 | val_loss: 0.0311659 | Time: 1865.48 ms [2022-04-07 17:08:33 main:574] : INFO : Epoch 2012 | loss: 0.0311387 | val_loss: 0.0311568 | Time: 1884.96 ms [2022-04-07 17:08:35 main:574] : INFO : Epoch 2013 | loss: 0.0311407 | val_loss: 0.0311564 | Time: 1889.49 ms [2022-04-07 17:08:37 main:574] : INFO : Epoch 2014 | loss: 0.0311418 | val_loss: 0.0311583 | Time: 1891.18 ms [2022-04-07 17:08:39 main:574] : INFO : Epoch 2015 | loss: 0.0311408 | val_loss: 0.0311595 | Time: 1876.28 ms [2022-04-07 17:08:41 main:574] : INFO : Epoch 2016 | loss: 0.0311425 | val_loss: 0.0311582 | Time: 1867 ms [2022-04-07 17:08:43 main:574] : INFO : Epoch 2017 | loss: 0.0311412 | val_loss: 0.031157 | Time: 1880.95 ms [2022-04-07 17:08:45 main:574] : INFO : Epoch 2018 | loss: 0.0311407 | val_loss: 0.0311628 | Time: 1884.94 ms [2022-04-07 17:08:47 main:574] : INFO : Epoch 2019 | loss: 0.0311411 | val_loss: 0.0311635 | Time: 1883.34 ms [2022-04-07 17:08:49 main:574] : INFO : Epoch 2020 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 1883.47 ms [2022-04-07 17:08:51 main:574] : INFO : Epoch 2021 | loss: 0.0311438 | val_loss: 0.0311583 | Time: 1881.24 ms [2022-04-07 17:08:53 main:574] : INFO : Epoch 2022 | loss: 0.0311426 | val_loss: 0.031166 | Time: 1872.98 ms [2022-04-07 17:08:55 main:574] : INFO : Epoch 2023 | loss: 0.0311422 | val_loss: 0.0311583 | Time: 1892.85 ms [2022-04-07 17:08:57 main:574] : INFO : Epoch 2024 | loss: 0.0311404 | val_loss: 0.0311581 | Time: 1886.19 ms [2022-04-07 17:08:59 main:574] : INFO : Epoch 2025 | loss: 0.0311376 | val_loss: 0.0311593 | Time: 1888.86 ms [2022-04-07 17:09:01 main:574] : INFO : Epoch 2026 | loss: 0.0311414 | val_loss: 0.0311574 | Time: 1878.5 ms [2022-04-07 17:09:03 main:574] : INFO : Epoch 2027 | loss: 0.0311444 | val_loss: 0.0311589 | Time: 1881.76 ms [2022-04-07 17:09:04 main:574] : INFO : Epoch 2028 | loss: 0.0311421 | val_loss: 0.0311583 | Time: 1881.42 ms [2022-04-07 17:09:06 main:574] : INFO : Epoch 2029 | loss: 0.0311475 | val_loss: 0.031167 | Time: 1883.83 ms [2022-04-07 17:09:08 main:574] : INFO : Epoch 2030 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 1880.95 ms [2022-04-07 17:09:10 main:574] : INFO : Epoch 2031 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 1880.65 ms [2022-04-07 17:09:12 main:574] : INFO : Epoch 2032 | loss: 0.0311542 | val_loss: 0.0311672 | Time: 1885.93 ms [2022-04-07 17:09:14 main:574] : INFO : Epoch 2033 | loss: 0.0311506 | val_loss: 0.03117 | Time: 1877.76 ms [2022-04-07 17:09:16 main:574] : INFO : Epoch 2034 | loss: 0.0311497 | val_loss: 0.031162 | Time: 1882.81 ms [2022-04-07 17:09:18 main:574] : INFO : Epoch 2035 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 1883.93 ms [2022-04-07 17:09:20 main:574] : INFO : Epoch 2036 | loss: 0.0311426 | val_loss: 0.0311617 | Time: 1883.19 ms [2022-04-07 17:09:22 main:574] : INFO : Epoch 2037 | loss: 0.0311433 | val_loss: 0.0311606 | Time: 1876.39 ms [2022-04-07 17:09:24 main:574] : INFO : Epoch 2038 | loss: 0.0311443 | val_loss: 0.0311645 | Time: 1879.9 ms [2022-04-07 17:09:26 main:574] : INFO : Epoch 2039 | loss: 0.0311443 | val_loss: 0.031166 | Time: 1878.57 ms [2022-04-07 17:09:28 main:574] : INFO : Epoch 2040 | loss: 0.0311439 | val_loss: 0.0311704 | Time: 1879.96 ms [2022-04-07 17:09:30 main:574] : INFO : Epoch 2041 | loss: 0.0311447 | val_loss: 0.031163 | Time: 1884.94 ms [2022-04-07 17:09:32 main:574] : INFO : Epoch 2042 | loss: 0.0311436 | val_loss: 0.0311593 | Time: 1877.15 ms [2022-04-07 17:09:34 main:574] : INFO : Epoch 2043 | loss: 0.031142 | val_loss: 0.0311609 | Time: 1887.01 ms [2022-04-07 17:09:36 main:574] : INFO : Epoch 2044 | loss: 0.0311401 | val_loss: 0.031159 | Time: 1869.44 ms [2022-04-07 17:09:38 main:574] : INFO : Epoch 2045 | loss: 0.0311401 | val_loss: 0.0311616 | Time: 1886.18 ms [2022-04-07 17:09:40 main:574] : INFO : Epoch 2046 | loss: 0.0311398 | val_loss: 0.0311635 | Time: 1880.9 ms [2022-04-07 17:09:42 main:574] : INFO : Epoch 2047 | loss: 0.0311472 | val_loss: 0.0311697 | Time: 1876.83 ms [2022-04-07 17:09:44 main:574] : INFO : Epoch 2048 | loss: 0.0311451 | val_loss: 0.0311593 | Time: 1876.73 ms [2022-04-07 17:09:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311593 [2022-04-07 17:09:44 main:603] : INFO : Saving end state to config to file [2022-04-07 17:09:44 main:608] : INFO : Success, exiting.. 17:09:44 (19024): 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)