Task 11575675
| Name | ParityModified-1639966406-6483-3-0_0 |
| Workunit | 8797522 |
| Created | 15 Feb 2022, 7:29:53 UTC |
| Sent | 26 Feb 2022, 23:21:22 UTC |
| Report deadline | 6 Mar 2022, 23:21:22 UTC |
| Received | 27 Feb 2022, 9:49:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 0 min 36 sec |
| CPU time | 57 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :18:12 main:574] : INFO : Epoch 1542 | loss: 0.0311411 | val_loss: 0.0311532 | Time: 1705.87 ms [2022-02-27 01:18:14 main:574] : INFO : Epoch 1543 | loss: 0.031142 | val_loss: 0.0311543 | Time: 1732.11 ms [2022-02-27 01:18:16 main:574] : INFO : Epoch 1544 | loss: 0.0311412 | val_loss: 0.0311552 | Time: 1685.46 ms [2022-02-27 01:18:17 main:574] : INFO : Epoch 1545 | loss: 0.0311416 | val_loss: 0.0311552 | Time: 1692.63 ms [2022-02-27 01:18:19 main:574] : INFO : Epoch 1546 | loss: 0.031145 | val_loss: 0.0311533 | Time: 1718.58 ms [2022-02-27 01:18:21 main:574] : INFO : Epoch 1547 | loss: 0.031142 | val_loss: 0.0311533 | Time: 1684.46 ms [2022-02-27 01:18:23 main:574] : INFO : Epoch 1548 | loss: 0.0311423 | val_loss: 0.0311581 | Time: 1799.68 ms [2022-02-27 01:18:24 main:574] : INFO : Epoch 1549 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 1783.7 ms [2022-02-27 01:18:26 main:574] : INFO : Epoch 1550 | loss: 0.0311445 | val_loss: 0.0311582 | Time: 1713.18 ms [2022-02-27 01:18:28 main:574] : INFO : Epoch 1551 | loss: 0.0311422 | val_loss: 0.0311548 | Time: 1702.88 ms [2022-02-27 01:18:30 main:574] : INFO : Epoch 1552 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 1775.6 ms [2022-02-27 01:18:32 main:574] : INFO : Epoch 1553 | loss: 0.03114 | val_loss: 0.0311565 | Time: 1798.88 ms [2022-02-27 01:18:33 main:574] : INFO : Epoch 1554 | loss: 0.0311398 | val_loss: 0.0311535 | Time: 1776.18 ms [2022-02-27 01:18:35 main:574] : INFO : Epoch 1555 | loss: 0.0311403 | val_loss: 0.031152 | Time: 1716.27 ms [2022-02-27 01:18:37 main:574] : INFO : Epoch 1556 | loss: 0.031141 | val_loss: 0.0311546 | Time: 1729.22 ms [2022-02-27 01:18:39 main:574] : INFO : Epoch 1557 | loss: 0.0311405 | val_loss: 0.0311559 | Time: 1717.68 ms [2022-02-27 01:18:40 main:574] : INFO : Epoch 1558 | loss: 0.0311412 | val_loss: 0.0311535 | Time: 1746.88 ms [2022-02-27 01:18:42 main:574] : INFO : Epoch 1559 | loss: 0.0311434 | val_loss: 0.0311555 | Time: 1724.93 ms [2022-02-27 01:18:44 main:574] : INFO : Epoch 1560 | loss: 0.031141 | val_loss: 0.0311637 | Time: 1841.94 ms [2022-02-27 01:18:46 main:574] : INFO : Epoch 1561 | loss: 0.0311426 | val_loss: 0.031151 | Time: 1672.39 ms [2022-02-27 01:18:57 main:574] : INFO : Epoch 1562 | loss: 0.0311415 | val_loss: 0.0311676 | Time: 11845 ms [2022-02-27 01:18:59 main:574] : INFO : Epoch 1563 | loss: 0.0311479 | val_loss: 0.031152 | Time: 1755.08 ms [2022-02-27 01:19:01 main:574] : INFO : Epoch 1564 | loss: 0.0311426 | val_loss: 0.0311523 | Time: 1687.54 ms [2022-02-27 01:19:03 main:574] : INFO : Epoch 1565 | loss: 0.0311407 | val_loss: 0.0311522 | Time: 1726.12 ms [2022-02-27 01:19:04 main:574] : INFO : Epoch 1566 | loss: 0.0311392 | val_loss: 0.0311522 | Time: 1738.15 ms [2022-02-27 01:19:06 main:574] : INFO : Epoch 1567 | loss: 0.0311394 | val_loss: 0.0311538 | Time: 1686.79 ms [2022-02-27 01:19:08 main:574] : INFO : Epoch 1568 | loss: 0.0311397 | val_loss: 0.031156 | Time: 1668.19 ms [2022-02-27 01:19:10 main:574] : INFO : Epoch 1569 | loss: 0.0311406 | val_loss: 0.0311525 | Time: 1719.71 ms [2022-02-27 01:19:11 main:574] : INFO : Epoch 1570 | loss: 0.0311399 | val_loss: 0.0311537 | Time: 1735.01 ms [2022-02-27 01:19:13 main:574] : INFO : Epoch 1571 | loss: 0.0311399 | val_loss: 0.0311551 | Time: 1697.4 ms [2022-02-27 01:19:15 main:574] : INFO : Epoch 1572 | loss: 0.0311398 | val_loss: 0.0311537 | Time: 1746.47 ms [2022-02-27 01:19:16 main:574] : INFO : Epoch 1573 | loss: 0.0311416 | val_loss: 0.0311522 | Time: 1691.13 ms [2022-02-27 01:19:18 main:574] : INFO : Epoch 1574 | loss: 0.03114 | val_loss: 0.0311571 | Time: 1725.58 ms [2022-02-27 01:19:20 main:574] : INFO : Epoch 1575 | loss: 0.0311397 | val_loss: 0.0311518 | Time: 1672.53 ms [2022-02-27 01:19:22 main:574] : INFO : Epoch 1576 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 1753.36 ms [2022-02-27 01:19:23 main:574] : INFO : Epoch 1577 | loss: 0.0311416 | val_loss: 0.0311573 | Time: 1722.08 ms [2022-02-27 01:19:25 main:574] : INFO : Epoch 1578 | loss: 0.0311433 | val_loss: 0.0311544 | Time: 1706.1 ms [2022-02-27 01:19:37 main:574] : INFO : Epoch 1579 | loss: 0.0311398 | val_loss: 0.031155 | Time: 11925.3 ms [2022-02-27 01:19:39 main:574] : INFO : Epoch 1580 | loss: 0.0311407 | val_loss: 0.0311531 | Time: 1766.76 ms [2022-02-27 01:19:41 main:574] : INFO : Epoch 1581 | loss: 0.0311393 | val_loss: 0.0311544 | Time: 1742.96 ms [2022-02-27 01:19:42 main:574] : INFO : Epoch 1582 | loss: 0.0311401 | val_loss: 0.0311615 | Time: 1761.32 ms [2022-02-27 01:19:44 main:574] : INFO : Epoch 1583 | loss: 0.0311404 | val_loss: 0.0311555 | Time: 1744.79 ms [2022-02-27 01:19:46 main:574] : INFO : Epoch 1584 | loss: 0.0311377 | val_loss: 0.0311541 | Time: 1687.71 ms [2022-02-27 01:19:48 main:574] : INFO : Epoch 1585 | loss: 0.0311394 | val_loss: 0.031154 | Time: 1681.82 ms [2022-02-27 01:19:49 main:574] : INFO : Epoch 1586 | loss: 0.0311394 | val_loss: 0.0311534 | Time: 1699.19 ms [2022-02-27 01:19:51 main:574] : INFO : Epoch 1587 | loss: 0.0311406 | val_loss: 0.0311523 | Time: 1699.43 ms [2022-02-27 01:19:53 main:574] : INFO : Epoch 1588 | loss: 0.0311409 | val_loss: 0.0311532 | Time: 1761.08 ms [2022-02-27 01:19:55 main:574] : INFO : Epoch 1589 | loss: 0.0311442 | val_loss: 0.0311527 | Time: 1765.72 ms [2022-02-27 01:19:56 main:574] : INFO : Epoch 1590 | loss: 0.031143 | val_loss: 0.0311523 | Time: 1727.09 ms [2022-02-27 01:19:58 main:574] : INFO : Epoch 1591 | loss: 0.0311405 | val_loss: 0.0311527 | Time: 1774.59 ms [2022-02-27 01:20:00 main:574] : INFO : Epoch 1592 | loss: 0.0311385 | val_loss: 0.0311521 | Time: 1717.61 ms [2022-02-27 01:20:02 main:574] : INFO : Epoch 1593 | loss: 0.0311401 | val_loss: 0.0311531 | Time: 1736.29 ms [2022-02-27 01:20:03 main:574] : INFO : Epoch 1594 | loss: 0.0311422 | val_loss: 0.0311506 | Time: 1707.17 ms [2022-02-27 01:20:05 main:574] : INFO : Epoch 1595 | loss: 0.0311384 | val_loss: 0.0311528 | Time: 1808.75 ms [2022-02-27 01:20:07 main:574] : INFO : Epoch 1596 | loss: 0.0311385 | val_loss: 0.0311528 | Time: 1737.52 ms [2022-02-27 01:20:09 main:574] : INFO : Epoch 1597 | loss: 0.031139 | val_loss: 0.0311541 | Time: 1873.56 ms [2022-02-27 01:20:10 main:574] : INFO : Epoch 1598 | loss: 0.0311391 | val_loss: 0.0311504 | Time: 1678.06 ms [2022-02-27 01:20:12 main:574] : INFO : Epoch 1599 | loss: 0.0311404 | val_loss: 0.0311525 | Time: 1792 ms [2022-02-27 01:20:14 main:574] : INFO : Epoch 1600 | loss: 0.0311458 | val_loss: 0.0311655 | Time: 1700.07 ms [2022-02-27 01:20:16 main:574] : INFO : Epoch 1601 | loss: 0.0311503 | val_loss: 0.0311542 | Time: 1777.77 ms [2022-02-27 01:20:17 main:574] : INFO : Epoch 1602 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 1671.3 ms [2022-02-27 01:20:19 main:574] : INFO : Epoch 1603 | loss: 0.0311428 | val_loss: 0.0311516 | Time: 1691.24 ms [2022-02-27 01:20:21 main:574] : INFO : Epoch 1604 | loss: 0.031143 | val_loss: 0.0311553 | Time: 1710.27 ms [2022-02-27 01:20:23 main:574] : INFO : Epoch 1605 | loss: 0.0311411 | val_loss: 0.0311518 | Time: 1708.7 ms [2022-02-27 01:20:24 main:574] : INFO : Epoch 1606 | loss: 0.0311392 | val_loss: 0.0311539 | Time: 1727.46 ms [2022-02-27 01:20:26 main:574] : INFO : Epoch 1607 | loss: 0.0311405 | val_loss: 0.0311535 | Time: 1892.13 ms [2022-02-27 01:20:28 main:574] : INFO : Epoch 1608 | loss: 0.0311404 | val_loss: 0.0311522 | Time: 1814.14 ms [2022-02-27 01:20:30 main:574] : INFO : Epoch 1609 | loss: 0.0311392 | val_loss: 0.0311523 | Time: 1741.42 ms [2022-02-27 01:20:31 main:574] : INFO : Epoch 1610 | loss: 0.0311385 | val_loss: 0.0311524 | Time: 1690.28 ms [2022-02-27 01:20:33 main:574] : INFO : Epoch 1611 | loss: 0.0311395 | val_loss: 0.0311511 | Time: 1676.17 ms [2022-02-27 01:20:35 main:574] : INFO : Epoch 1612 | loss: 0.0311384 | val_loss: 0.0311504 | Time: 1744.78 ms [2022-02-27 01:20:37 main:574] : INFO : Epoch 1613 | loss: 0.0311389 | val_loss: 0.0311549 | Time: 1786.55 ms [2022-02-27 01:20:38 main:574] : INFO : Epoch 1614 | loss: 0.031139 | val_loss: 0.0311487 | Time: 1703.04 ms [2022-02-27 01:20:40 main:574] : INFO : Epoch 1615 | loss: 0.0311399 | val_loss: 0.03115 | Time: 1700.97 ms [2022-02-27 01:20:42 main:574] : INFO : Epoch 1616 | loss: 0.0311406 | val_loss: 0.0311511 | Time: 1764.13 ms [2022-02-27 01:20:44 main:574] : INFO : Epoch 1617 | loss: 0.0311381 | val_loss: 0.031156 | Time: 1737.86 ms [2022-02-27 01:20:45 main:574] : INFO : Epoch 1618 | loss: 0.0311389 | val_loss: 0.0311502 | Time: 1677.47 ms [2022-02-27 01:20:47 main:574] : INFO : Epoch 1619 | loss: 0.0311386 | val_loss: 0.031151 | Time: 1753.68 ms [2022-02-27 01:20:49 main:574] : INFO : Epoch 1620 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 1776.53 ms [2022-02-27 01:20:51 main:574] : INFO : Epoch 1621 | loss: 0.0311405 | val_loss: 0.0311549 | Time: 1730.89 ms [2022-02-27 01:20:52 main:574] : INFO : Epoch 1622 | loss: 0.0311403 | val_loss: 0.0311512 | Time: 1759.48 ms [2022-02-27 01:20:54 main:574] : INFO : Epoch 1623 | loss: 0.0311376 | val_loss: 0.0311515 | Time: 1724.68 ms [2022-02-27 01:20:56 main:574] : INFO : Epoch 1624 | loss: 0.031138 | val_loss: 0.0311504 | Time: 1738.7 ms [2022-02-27 01:20:58 main:574] : INFO : Epoch 1625 | loss: 0.0311378 | val_loss: 0.0311511 | Time: 1707.89 ms [2022-02-27 01:20:59 main:574] : INFO : Epoch 1626 | loss: 0.0311375 | val_loss: 0.031155 | Time: 1723.75 ms [2022-02-27 01:21:01 main:574] : INFO : Epoch 1627 | loss: 0.0311415 | val_loss: 0.0311546 | Time: 1819.43 ms [2022-02-27 01:21:03 main:574] : INFO : Epoch 1628 | loss: 0.0311398 | val_loss: 0.0311524 | Time: 1718.31 ms [2022-02-27 01:21:05 main:574] : INFO : Epoch 1629 | loss: 0.0311389 | val_loss: 0.0311543 | Time: 1787.24 ms [2022-02-27 01:21:07 main:574] : INFO : Epoch 1630 | loss: 0.0311388 | val_loss: 0.0311535 | Time: 1724.46 ms [2022-02-27 01:21:08 main:574] : INFO : Epoch 1631 | loss: 0.031137 | val_loss: 0.0311544 | Time: 1783.72 ms [2022-02-27 01:21:10 main:574] : INFO : Epoch 1632 | loss: 0.0311371 | val_loss: 0.0311522 | Time: 1733.65 ms [2022-02-27 01:21:12 main:574] : INFO : Epoch 1633 | loss: 0.0311424 | val_loss: 0.0311562 | Time: 1689.17 ms [2022-02-27 01:21:14 main:574] : INFO : Epoch 1634 | loss: 0.0311418 | val_loss: 0.0311545 | Time: 1676.65 ms [2022-02-27 01:21:15 main:574] : INFO : Epoch 1635 | loss: 0.0311391 | val_loss: 0.0311505 | Time: 1703.47 ms [2022-02-27 01:21:17 main:574] : INFO : Epoch 1636 | loss: 0.0311401 | val_loss: 0.0311575 | Time: 1743.14 ms [2022-02-27 01:21:19 main:574] : INFO : Epoch 1637 | loss: 0.0311465 | val_loss: 0.031151 | Time: 1844.26 ms [2022-02-27 01:21:21 main:574] : INFO : Epoch 1638 | loss: 0.03114 | val_loss: 0.0311522 | Time: 1708.64 ms [2022-02-27 01:21:22 main:574] : INFO : Epoch 1639 | loss: 0.0311396 | val_loss: 0.0311496 | Time: 1709.12 ms [2022-02-27 01:21:24 main:574] : INFO : Epoch 1640 | loss: 0.031141 | val_loss: 0.0311529 | Time: 1707.03 ms [2022-02-27 01:21:26 main:574] : INFO : Epoch 1641 | loss: 0.0311391 | val_loss: 0.0311559 | Time: 1807.46 ms [2022-02-27 01:21:28 main:574] : INFO : Epoch 1642 | loss: 0.0311395 | val_loss: 0.0311532 | Time: 1679.2 ms [2022-02-27 01:21:29 main:574] : INFO : Epoch 1643 | loss: 0.031137 | val_loss: 0.0311523 | Time: 1690.02 ms [2022-02-27 01:21:31 main:574] : INFO : Epoch 1644 | loss: 0.0311381 | val_loss: 0.0311525 | Time: 1824.78 ms [2022-02-27 01:21:33 main:574] : INFO : Epoch 1645 | loss: 0.0311368 | val_loss: 0.0311516 | Time: 1688.46 ms [2022-02-27 01:21:35 main:574] : INFO : Epoch 1646 | loss: 0.031136 | val_loss: 0.0311534 | Time: 1678.98 ms [2022-02-27 01:21:36 main:574] : INFO : Epoch 1647 | loss: 0.031139 | val_loss: 0.0311598 | Time: 1690.34 ms [2022-02-27 01:21:38 main:574] : INFO : Epoch 1648 | loss: 0.0311373 | val_loss: 0.0311543 | Time: 1724.09 ms [2022-02-27 01:21:40 main:574] : INFO : Epoch 1649 | loss: 0.0311378 | val_loss: 0.0311538 | Time: 1730.13 ms [2022-02-27 01:21:41 main:574] : INFO : Epoch 1650 | loss: 0.0311387 | val_loss: 0.0311553 | Time: 1736.25 ms [2022-02-27 01:21:43 main:574] : INFO : Epoch 1651 | loss: 0.0311426 | val_loss: 0.0311597 | Time: 1760.87 ms [2022-02-27 01:21:45 main:574] : INFO : Epoch 1652 | loss: 0.0311394 | val_loss: 0.0311543 | Time: 1744.14 ms [2022-02-27 01:21:47 main:574] : INFO : Epoch 1653 | loss: 0.0311362 | val_loss: 0.0311548 | Time: 1798.6 ms [2022-02-27 01:21:49 main:574] : INFO : Epoch 1654 | loss: 0.0311367 | val_loss: 0.0311568 | Time: 1738.62 ms [2022-02-27 01:21:50 main:574] : INFO : Epoch 1655 | loss: 0.0311363 | val_loss: 0.031157 | Time: 1733.94 ms [2022-02-27 01:21:52 main:574] : INFO : Epoch 1656 | loss: 0.0311363 | val_loss: 0.0311592 | Time: 1707.68 ms [2022-02-27 01:21:54 main:574] : INFO : Epoch 1657 | loss: 0.0311348 | val_loss: 0.0311556 | Time: 1706.68 ms [2022-02-27 01:21:55 main:574] : INFO : Epoch 1658 | loss: 0.0311352 | val_loss: 0.0311584 | Time: 1683.91 ms [2022-02-27 01:21:57 main:574] : INFO : Epoch 1659 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 1822.93 ms [2022-02-27 01:21:59 main:574] : INFO : Epoch 1660 | loss: 0.0311375 | val_loss: 0.0311602 | Time: 1748.79 ms [2022-02-27 01:22:01 main:574] : INFO : Epoch 1661 | loss: 0.0311378 | val_loss: 0.0311566 | Time: 1815.73 ms [2022-02-27 01:22:03 main:574] : INFO : Epoch 1662 | loss: 0.0311371 | val_loss: 0.0311595 | Time: 1709.5 ms [2022-02-27 01:22:04 main:574] : INFO : Epoch 1663 | loss: 0.0311371 | val_loss: 0.0311577 | Time: 1691.21 ms [2022-02-27 01:22:06 main:574] : INFO : Epoch 1664 | loss: 0.0311355 | val_loss: 0.0311563 | Time: 1779.76 ms [2022-02-27 01:22:08 main:574] : INFO : Epoch 1665 | loss: 0.0311357 | val_loss: 0.0311556 | Time: 1728.39 ms [2022-02-27 01:22:10 main:574] : INFO : Epoch 1666 | loss: 0.0311362 | val_loss: 0.0311556 | Time: 1696.77 ms [2022-02-27 01:22:11 main:574] : INFO : Epoch 1667 | loss: 0.0311367 | val_loss: 0.0311612 | Time: 1757.68 ms [2022-02-27 01:22:13 main:574] : INFO : Epoch 1668 | loss: 0.031138 | val_loss: 0.0311555 | Time: 1698.14 ms [2022-02-27 01:22:15 main:574] : INFO : Epoch 1669 | loss: 0.031137 | val_loss: 0.0311519 | Time: 1892.91 ms [2022-02-27 01:22:17 main:574] : INFO : Epoch 1670 | loss: 0.031137 | val_loss: 0.0311584 | Time: 1723.63 ms [2022-02-27 01:22:18 main:574] : INFO : Epoch 1671 | loss: 0.0311387 | val_loss: 0.0311615 | Time: 1702.92 ms [2022-02-27 01:22:20 main:574] : INFO : Epoch 1672 | loss: 0.031138 | val_loss: 0.0311555 | Time: 1777.68 ms [2022-02-27 01:22:22 main:574] : INFO : Epoch 1673 | loss: 0.0311366 | val_loss: 0.0311532 | Time: 1807.03 ms [2022-02-27 01:22:24 main:574] : INFO : Epoch 1674 | loss: 0.031137 | val_loss: 0.031156 | Time: 1761.82 ms [2022-02-27 01:22:25 main:574] : INFO : Epoch 1675 | loss: 0.0311377 | val_loss: 0.0311521 | Time: 1679.04 ms [2022-02-27 01:22:27 main:574] : INFO : Epoch 1676 | loss: 0.0311389 | val_loss: 0.0311647 | Time: 1788.59 ms [2022-02-27 01:22:29 main:574] : INFO : Epoch 1677 | loss: 0.0311384 | val_loss: 0.0311643 | Time: 1755.01 ms [2022-02-27 01:22:31 main:574] : INFO : Epoch 1678 | loss: 0.0311377 | val_loss: 0.0311584 | Time: 1690.95 ms [2022-02-27 01:22:33 main:574] : INFO : Epoch 1679 | loss: 0.031141 | val_loss: 0.0311653 | Time: 1757.13 ms [2022-02-27 01:22:34 main:574] : INFO : Epoch 1680 | loss: 0.0311404 | val_loss: 0.0311564 | Time: 1686.61 ms [2022-02-27 01:22:36 main:574] : INFO : Epoch 1681 | loss: 0.0311357 | val_loss: 0.0311649 | Time: 1775.03 ms [2022-02-27 01:22:38 main:574] : INFO : Epoch 1682 | loss: 0.0311382 | val_loss: 0.0311584 | Time: 1681.27 ms [2022-02-27 01:22:39 main:574] : INFO : Epoch 1683 | loss: 0.0311375 | val_loss: 0.0311544 | Time: 1685.75 ms [2022-02-27 01:22:41 main:574] : INFO : Epoch 1684 | loss: 0.0311345 | val_loss: 0.0311588 | Time: 1783.57 ms [2022-02-27 01:22:43 main:574] : INFO : Epoch 1685 | loss: 0.0311349 | val_loss: 0.0311594 | Time: 1778.82 ms [2022-02-27 01:22:45 main:574] : INFO : Epoch 1686 | loss: 0.0311356 | val_loss: 0.0311596 | Time: 1703.45 ms [2022-02-27 01:22:46 main:574] : INFO : Epoch 1687 | loss: 0.0311388 | val_loss: 0.0311558 | Time: 1706.5 ms [2022-02-27 01:22:48 main:574] : INFO : Epoch 1688 | loss: 0.0311372 | val_loss: 0.0311528 | Time: 1700.68 ms [2022-02-27 01:22:50 main:574] : INFO : Epoch 1689 | loss: 0.031136 | val_loss: 0.0311556 | Time: 1898.48 ms [2022-02-27 01:22:52 main:574] : INFO : Epoch 1690 | loss: 0.0311361 | val_loss: 0.0311566 | Time: 1691.49 ms [2022-02-27 01:22:53 main:574] : INFO : Epoch 1691 | loss: 0.0311354 | val_loss: 0.0311581 | Time: 1692.75 ms [2022-02-27 01:22:55 main:574] : INFO : Epoch 1692 | loss: 0.0311376 | val_loss: 0.0311612 | Time: 1768.55 ms [2022-02-27 01:22:57 main:574] : INFO : Epoch 1693 | loss: 0.0311414 | val_loss: 0.0311607 | Time: 1720.55 ms [2022-02-27 01:22:59 main:574] : INFO : Epoch 1694 | loss: 0.0311457 | val_loss: 0.0311634 | Time: 1690.16 ms [2022-02-27 01:23:00 main:574] : INFO : Epoch 1695 | loss: 0.031154 | val_loss: 0.031165 | Time: 1714.31 ms [2022-02-27 01:23:02 main:574] : INFO : Epoch 1696 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 1768.42 ms [2022-02-27 01:23:04 main:574] : INFO : Epoch 1697 | loss: 0.0311373 | val_loss: 0.0311577 | Time: 1758.42 ms [2022-02-27 01:23:06 main:574] : INFO : Epoch 1698 | loss: 0.0311375 | val_loss: 0.0311547 | Time: 1728.73 ms [2022-02-27 01:23:07 main:574] : INFO : Epoch 1699 | loss: 0.0311359 | val_loss: 0.0311568 | Time: 1711.53 ms [2022-02-27 01:23:09 main:574] : INFO : Epoch 1700 | loss: 0.0311389 | val_loss: 0.0311603 | Time: 1811.8 ms [2022-02-27 01:23:11 main:574] : INFO : Epoch 1701 | loss: 0.0311398 | val_loss: 0.0311555 | Time: 1734.56 ms [2022-02-27 01:23:13 main:574] : INFO : Epoch 1702 | loss: 0.0311349 | val_loss: 0.0311548 | Time: 1736.04 ms [2022-02-27 01:23:14 main:574] : INFO : Epoch 1703 | loss: 0.0311355 | val_loss: 0.0311528 | Time: 1709.7 ms [2022-02-27 01:23:16 main:574] : INFO : Epoch 1704 | loss: 0.0311409 | val_loss: 0.031155 | Time: 1756.37 ms [2022-02-27 01:23:18 main:574] : INFO : Epoch 1705 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 1749.13 ms [2022-02-27 01:23:20 main:574] : INFO : Epoch 1706 | loss: 0.0311388 | val_loss: 0.0311562 | Time: 1789.82 ms [2022-02-27 01:23:22 main:574] : INFO : Epoch 1707 | loss: 0.031136 | val_loss: 0.031156 | Time: 1694.88 ms [2022-02-27 01:23:23 main:574] : INFO : Epoch 1708 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 1768.95 ms [2022-02-27 01:23:25 main:574] : INFO : Epoch 1709 | loss: 0.0311401 | val_loss: 0.0311594 | Time: 1851.1 ms [2022-02-27 01:23:27 main:574] : INFO : Epoch 1710 | loss: 0.0311396 | val_loss: 0.0311555 | Time: 1783.45 ms [2022-02-27 01:23:29 main:574] : INFO : Epoch 1711 | loss: 0.0311375 | val_loss: 0.0311533 | Time: 1690.64 ms [2022-02-27 01:23:30 main:574] : INFO : Epoch 1712 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 1688.01 ms [2022-02-27 01:23:32 main:574] : INFO : Epoch 1713 | loss: 0.0311372 | val_loss: 0.0311574 | Time: 1819.61 ms [2022-02-27 01:23:34 main:574] : INFO : Epoch 1714 | loss: 0.0311379 | val_loss: 0.0311567 | Time: 1767.3 ms [2022-02-27 01:23:36 main:574] : INFO : Epoch 1715 | loss: 0.0311366 | val_loss: 0.031156 | Time: 1687.75 ms [2022-02-27 01:23:37 main:574] : INFO : Epoch 1716 | loss: 0.0311362 | val_loss: 0.0311599 | Time: 1681.88 ms [2022-02-27 01:23:39 main:574] : INFO : Epoch 1717 | loss: 0.0311366 | val_loss: 0.0311568 | Time: 1737.57 ms [2022-02-27 01:23:41 main:574] : INFO : Epoch 1718 | loss: 0.0311362 | val_loss: 0.0311569 | Time: 1798.69 ms [2022-02-27 01:23:43 main:574] : INFO : Epoch 1719 | loss: 0.031135 | val_loss: 0.0311561 | Time: 1707.03 ms [2022-02-27 01:23:44 main:574] : INFO : Epoch 1720 | loss: 0.0311371 | val_loss: 0.0311555 | Time: 1730.02 ms [2022-02-27 01:23:46 main:574] : INFO : Epoch 1721 | loss: 0.0311367 | val_loss: 0.031157 | Time: 1743.88 ms [2022-02-27 01:23:48 main:574] : INFO : Epoch 1722 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 1884.34 ms [2022-02-27 01:23:50 main:574] : INFO : Epoch 1723 | loss: 0.0311368 | val_loss: 0.0311592 | Time: 1769.9 ms [2022-02-27 01:23:52 main:574] : INFO : Epoch 1724 | loss: 0.0311378 | val_loss: 0.0311544 | Time: 1723.31 ms [2022-02-27 01:23:53 main:574] : INFO : Epoch 1725 | loss: 0.0311378 | val_loss: 0.031156 | Time: 1734.06 ms [2022-02-27 01:23:55 main:574] : INFO : Epoch 1726 | loss: 0.0311354 | val_loss: 0.031156 | Time: 1731.19 ms [2022-02-27 01:23:57 main:574] : INFO : Epoch 1727 | loss: 0.0311384 | val_loss: 0.0311562 | Time: 1711.06 ms [2022-02-27 01:23:59 main:574] : INFO : Epoch 1728 | loss: 0.0311395 | val_loss: 0.0311611 | Time: 1683.26 ms [2022-02-27 01:24:00 main:574] : INFO : Epoch 1729 | loss: 0.0311385 | val_loss: 0.0311562 | Time: 1700.15 ms [2022-02-27 01:24:02 main:574] : INFO : Epoch 1730 | loss: 0.0311358 | val_loss: 0.031156 | Time: 1833.46 ms [2022-02-27 01:24:04 main:574] : INFO : Epoch 1731 | loss: 0.0311363 | val_loss: 0.0311549 | Time: 1715.77 ms [2022-02-27 01:24:06 main:574] : INFO : Epoch 1732 | loss: 0.031136 | val_loss: 0.0311537 | Time: 1678.87 ms [2022-02-27 01:24:07 main:574] : INFO : Epoch 1733 | loss: 0.0311361 | val_loss: 0.0311626 | Time: 1716.35 ms [2022-02-27 01:24:09 main:574] : INFO : Epoch 1734 | loss: 0.0311376 | val_loss: 0.0311556 | Time: 1730.3 ms [2022-02-27 01:24:11 main:574] : INFO : Epoch 1735 | loss: 0.0311359 | val_loss: 0.0311584 | Time: 1710.73 ms [2022-02-27 01:24:13 main:574] : INFO : Epoch 1736 | loss: 0.0311376 | val_loss: 0.0311575 | Time: 1785.9 ms [2022-02-27 01:24:14 main:574] : INFO : Epoch 1737 | loss: 0.0311389 | val_loss: 0.0311577 | Time: 1732.88 ms [2022-02-27 01:24:16 main:574] : INFO : Epoch 1738 | loss: 0.0311403 | val_loss: 0.0311551 | Time: 1810.02 ms [2022-02-27 01:24:18 main:574] : INFO : Epoch 1739 | loss: 0.0311419 | val_loss: 0.031157 | Time: 1734.06 ms [2022-02-27 01:24:20 main:574] : INFO : Epoch 1740 | loss: 0.0311387 | val_loss: 0.0311556 | Time: 1710.19 ms [2022-02-27 01:24:21 main:574] : INFO : Epoch 1741 | loss: 0.0311383 | val_loss: 0.0311587 | Time: 1699.87 ms [2022-02-27 01:24:23 main:574] : INFO : Epoch 1742 | loss: 0.0311405 | val_loss: 0.0311615 | Time: 1717.67 ms [2022-02-27 01:24:25 main:574] : INFO : Epoch 1743 | loss: 0.0311376 | val_loss: 0.0311549 | Time: 1753.35 ms [2022-02-27 01:24:27 main:574] : INFO : Epoch 1744 | loss: 0.0311361 | val_loss: 0.0311609 | Time: 1825.19 ms [2022-02-27 01:24:28 main:574] : INFO : Epoch 1745 | loss: 0.0311359 | val_loss: 0.0311551 | Time: 1765.65 ms [2022-02-27 01:24:30 main:574] : INFO : Epoch 1746 | loss: 0.0311344 | val_loss: 0.0311608 | Time: 1685.64 ms [2022-02-27 01:24:32 main:574] : INFO : Epoch 1747 | loss: 0.0311356 | val_loss: 0.0311583 | Time: 1722.9 ms [2022-02-27 01:24:34 main:574] : INFO : Epoch 1748 | loss: 0.0311363 | val_loss: 0.0311595 | Time: 1694.2 ms [2022-02-27 01:24:35 main:574] : INFO : Epoch 1749 | loss: 0.031138 | val_loss: 0.0311548 | Time: 1733.28 ms [2022-02-27 01:24:37 main:574] : INFO : Epoch 1750 | loss: 0.031137 | val_loss: 0.0311562 | Time: 1787.95 ms [2022-02-27 01:24:39 main:574] : INFO : Epoch 1751 | loss: 0.0311382 | val_loss: 0.0311563 | Time: 1710.39 ms [2022-02-27 01:24:41 main:574] : INFO : Epoch 1752 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 1772 ms [2022-02-27 01:24:42 main:574] : INFO : Epoch 1753 | loss: 0.0311373 | val_loss: 0.0311558 | Time: 1786.99 ms [2022-02-27 01:24:44 main:574] : INFO : Epoch 1754 | loss: 0.0311368 | val_loss: 0.0311558 | Time: 1680.78 ms [2022-02-27 01:24:46 main:574] : INFO : Epoch 1755 | loss: 0.0311378 | val_loss: 0.0311635 | Time: 1711.68 ms [2022-02-27 01:24:48 main:574] : INFO : Epoch 1756 | loss: 0.0311387 | val_loss: 0.0311556 | Time: 1690.59 ms [2022-02-27 01:24:49 main:574] : INFO : Epoch 1757 | loss: 0.0311379 | val_loss: 0.0311559 | Time: 1811.22 ms [2022-02-27 01:24:51 main:574] : INFO : Epoch 1758 | loss: 0.0311366 | val_loss: 0.0311611 | Time: 1771.08 ms [2022-02-27 01:24:53 main:574] : INFO : Epoch 1759 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 1736.16 ms [2022-02-27 01:24:55 main:574] : INFO : Epoch 1760 | loss: 0.0311393 | val_loss: 0.0311569 | Time: 1726.4 ms [2022-02-27 01:24:56 main:574] : INFO : Epoch 1761 | loss: 0.0311426 | val_loss: 0.0311568 | Time: 1710.66 ms [2022-02-27 01:24:58 main:574] : INFO : Epoch 1762 | loss: 0.0311379 | val_loss: 0.0311537 | Time: 1813.16 ms [2022-02-27 01:25:00 main:574] : INFO : Epoch 1763 | loss: 0.0311357 | val_loss: 0.0311593 | Time: 1707.58 ms [2022-02-27 01:25:02 main:574] : INFO : Epoch 1764 | loss: 0.0311395 | val_loss: 0.0311582 | Time: 1729.62 ms [2022-02-27 01:25:04 main:574] : INFO : Epoch 1765 | loss: 0.0311371 | val_loss: 0.0311594 | Time: 1828.85 ms [2022-02-27 01:25:05 main:574] : INFO : Epoch 1766 | loss: 0.031136 | val_loss: 0.0311577 | Time: 1728.06 ms [2022-02-27 01:25:07 main:574] : INFO : Epoch 1767 | loss: 0.031135 | val_loss: 0.0311544 | Time: 1772.74 ms [2022-02-27 01:25:09 main:574] : INFO : Epoch 1768 | loss: 0.0311378 | val_loss: 0.0311608 | Time: 1695.99 ms [2022-02-27 01:25:10 main:574] : INFO : Epoch 1769 | loss: 0.0311384 | val_loss: 0.0311589 | Time: 1700.62 ms [2022-02-27 01:25:12 main:574] : INFO : Epoch 1770 | loss: 0.031135 | val_loss: 0.0311592 | Time: 1769.55 ms [2022-02-27 01:25:14 main:574] : INFO : Epoch 1771 | loss: 0.0311346 | val_loss: 0.0311561 | Time: 1710.3 ms [2022-02-27 01:25:16 main:574] : INFO : Epoch 1772 | loss: 0.0311343 | val_loss: 0.0311568 | Time: 1707.63 ms [2022-02-27 01:25:18 main:574] : INFO : Epoch 1773 | loss: 0.0311357 | val_loss: 0.0311557 | Time: 1820.25 ms [2022-02-27 01:25:19 main:574] : INFO : Epoch 1774 | loss: 0.0311345 | val_loss: 0.0311581 | Time: 1698.56 ms [2022-02-27 01:25:21 main:574] : INFO : Epoch 1775 | loss: 0.0311351 | val_loss: 0.0311606 | Time: 1766.47 ms [2022-02-27 01:25:23 main:574] : INFO : Epoch 1776 | loss: 0.0311347 | val_loss: 0.0311602 | Time: 1703.45 ms [2022-02-27 01:25:24 main:574] : INFO : Epoch 1777 | loss: 0.031136 | val_loss: 0.0311576 | Time: 1694.87 ms [2022-02-27 01:25:26 main:574] : INFO : Epoch 1778 | loss: 0.0311353 | val_loss: 0.0311577 | Time: 1689.75 ms [2022-02-27 01:25:28 main:574] : INFO : Epoch 1779 | loss: 0.031138 | val_loss: 0.0311559 | Time: 1768.23 ms [2022-02-27 01:25:30 main:574] : INFO : Epoch 1780 | loss: 0.0311351 | val_loss: 0.03116 | Time: 1694.83 ms [2022-02-27 01:25:32 main:574] : INFO : Epoch 1781 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 1815.69 ms [2022-02-27 01:25:33 main:574] : INFO : Epoch 1782 | loss: 0.0311345 | val_loss: 0.0311598 | Time: 1744.98 ms [2022-02-27 01:25:35 main:574] : INFO : Epoch 1783 | loss: 0.0311353 | val_loss: 0.0311586 | Time: 1720.66 ms [2022-02-27 01:25:37 main:574] : INFO : Epoch 1784 | loss: 0.0311328 | val_loss: 0.0311572 | Time: 1713.71 ms [2022-02-27 01:25:38 main:574] : INFO : Epoch 1785 | loss: 0.0311325 | val_loss: 0.0311568 | Time: 1686.89 ms [2022-02-27 01:25:40 main:574] : INFO : Epoch 1786 | loss: 0.0311319 | val_loss: 0.0311597 | Time: 1727.36 ms [2022-02-27 01:25:42 main:574] : INFO : Epoch 1787 | loss: 0.0311324 | val_loss: 0.0311566 | Time: 1688.72 ms [2022-02-27 01:25:44 main:574] : INFO : Epoch 1788 | loss: 0.0311315 | val_loss: 0.0311569 | Time: 1753.62 ms [2022-02-27 01:25:45 main:574] : INFO : Epoch 1789 | loss: 0.0311312 | val_loss: 0.0311572 | Time: 1760.41 ms [2022-02-27 01:25:47 main:574] : INFO : Epoch 1790 | loss: 0.031132 | val_loss: 0.0311584 | Time: 1711.81 ms [2022-02-27 01:25:49 main:574] : INFO : Epoch 1791 | loss: 0.0311369 | val_loss: 0.0311581 | Time: 1865.73 ms [2022-02-27 01:25:51 main:574] : INFO : Epoch 1792 | loss: 0.0311338 | val_loss: 0.0311567 | Time: 1703.15 ms [2022-02-27 01:25:52 main:574] : INFO : Epoch 1793 | loss: 0.0311335 | val_loss: 0.0311565 | Time: 1684.16 ms [2022-02-27 01:25:54 main:574] : INFO : Epoch 1794 | loss: 0.0311339 | val_loss: 0.0311557 | Time: 1716.72 ms [2022-02-27 01:25:56 main:574] : INFO : Epoch 1795 | loss: 0.0311326 | val_loss: 0.03116 | Time: 1690.05 ms [2022-02-27 01:25:58 main:574] : INFO : Epoch 1796 | loss: 0.031133 | val_loss: 0.031156 | Time: 1713.89 ms [2022-02-27 01:25:59 main:574] : INFO : Epoch 1797 | loss: 0.0311385 | val_loss: 0.0311563 | Time: 1690.53 ms [2022-02-27 01:26:01 main:574] : INFO : Epoch 1798 | loss: 0.0311358 | val_loss: 0.0311583 | Time: 1725.02 ms [2022-02-27 01:26:03 main:574] : INFO : Epoch 1799 | loss: 0.0311334 | val_loss: 0.0311576 | Time: 1738.39 ms [2022-02-27 01:26:05 main:574] : INFO : Epoch 1800 | loss: 0.0311337 | val_loss: 0.0311554 | Time: 1720.18 ms [2022-02-27 01:26:06 main:574] : INFO : Epoch 1801 | loss: 0.0311326 | val_loss: 0.031158 | Time: 1755.99 ms [2022-02-27 01:26:08 main:574] : INFO : Epoch 1802 | loss: 0.0311333 | val_loss: 0.0311578 | Time: 1718.51 ms [2022-02-27 01:26:10 main:574] : INFO : Epoch 1803 | loss: 0.0311339 | val_loss: 0.0311558 | Time: 1750.98 ms [2022-02-27 01:26:12 main:574] : INFO : Epoch 1804 | loss: 0.031137 | val_loss: 0.0311564 | Time: 1694.01 ms [2022-02-27 01:26:13 main:574] : INFO : Epoch 1805 | loss: 0.0311355 | val_loss: 0.0311618 | Time: 1701.21 ms [2022-02-27 01:26:15 main:574] : INFO : Epoch 1806 | loss: 0.0311355 | val_loss: 0.0311566 | Time: 1725.85 ms [2022-02-27 01:26:17 main:574] : INFO : Epoch 1807 | loss: 0.0311355 | val_loss: 0.0311581 | Time: 1736.05 ms [2022-02-27 01:26:19 main:574] : INFO : Epoch 1808 | loss: 0.0311341 | val_loss: 0.0311668 | Time: 1796.67 ms [2022-02-27 01:26:20 main:574] : INFO : Epoch 1809 | loss: 0.0311395 | val_loss: 0.0311682 | Time: 1693.4 ms [2022-02-27 01:26:22 main:574] : INFO : Epoch 1810 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 1718.58 ms [2022-02-27 01:26:24 main:574] : INFO : Epoch 1811 | loss: 0.0378748 | val_loss: 0.0394704 | Time: 1756.79 ms [2022-02-27 01:26:26 main:574] : INFO : Epoch 1812 | loss: 0.033591 | val_loss: 0.0317688 | Time: 1701.01 ms [2022-02-27 01:26:27 main:574] : INFO : Epoch 1813 | loss: 0.0314571 | val_loss: 0.0313147 | Time: 1744.26 ms [2022-02-27 01:26:29 main:574] : INFO : Epoch 1814 | loss: 0.0312638 | val_loss: 0.0312441 | Time: 1715.53 ms [2022-02-27 01:26:31 main:574] : INFO : Epoch 1815 | loss: 0.0312346 | val_loss: 0.0312253 | Time: 1695.29 ms [2022-02-27 01:26:32 main:574] : INFO : Epoch 1816 | loss: 0.0312238 | val_loss: 0.0312179 | Time: 1681.77 ms [2022-02-27 01:26:34 main:574] : INFO : Epoch 1817 | loss: 0.0312185 | val_loss: 0.0312145 | Time: 1752.12 ms [2022-02-27 01:26:36 main:574] : INFO : Epoch 1818 | loss: 0.0312168 | val_loss: 0.0312134 | Time: 1708.13 ms [2022-02-27 01:26:38 main:574] : INFO : Epoch 1819 | loss: 0.0312161 | val_loss: 0.0312121 | Time: 1686.15 ms [2022-02-27 01:26:39 main:574] : INFO : Epoch 1820 | loss: 0.0312144 | val_loss: 0.0312109 | Time: 1676.34 ms [2022-02-27 01:26:41 main:574] : INFO : Epoch 1821 | loss: 0.0312138 | val_loss: 0.0312117 | Time: 1735.71 ms [2022-02-27 01:26:43 main:574] : INFO : Epoch 1822 | loss: 0.031214 | val_loss: 0.0312091 | Time: 1709.94 ms [2022-02-27 01:26:45 main:574] : INFO : Epoch 1823 | loss: 0.0312125 | val_loss: 0.0312087 | Time: 1699.1 ms [2022-02-27 01:26:46 main:574] : INFO : Epoch 1824 | loss: 0.0312114 | val_loss: 0.0312084 | Time: 1711.1 ms [2022-02-27 01:26:48 main:574] : INFO : Epoch 1825 | loss: 0.0312103 | val_loss: 0.0312075 | Time: 1817.08 ms [2022-02-27 01:26:50 main:574] : INFO : Epoch 1826 | loss: 0.031211 | val_loss: 0.0312121 | Time: 1846.52 ms [2022-02-27 01:26:52 main:574] : INFO : Epoch 1827 | loss: 0.031215 | val_loss: 0.0312081 | Time: 1756.42 ms [2022-02-27 01:26:53 main:574] : INFO : Epoch 1828 | loss: 0.0312124 | val_loss: 0.0312103 | Time: 1749.45 ms [2022-02-27 01:26:55 main:574] : INFO : Epoch 1829 | loss: 0.0312122 | val_loss: 0.0312053 | Time: 1753.21 ms [2022-02-27 01:26:57 main:574] : INFO : Epoch 1830 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 1733.46 ms [2022-02-27 01:26:59 main:574] : INFO : Epoch 1831 | loss: 0.0312086 | val_loss: 0.0312051 | Time: 1719.86 ms [2022-02-27 01:27:00 main:574] : INFO : Epoch 1832 | loss: 0.0312074 | val_loss: 0.031202 | Time: 1761.65 ms [2022-02-27 01:27:02 main:574] : INFO : Epoch 1833 | loss: 0.0312029 | val_loss: 0.0311994 | Time: 1706.08 ms [2022-02-27 01:27:04 main:574] : INFO : Epoch 1834 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 1715.3 ms [2022-02-27 01:27:06 main:574] : INFO : Epoch 1835 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 1710.71 ms [2022-02-27 01:27:07 main:574] : INFO : Epoch 1836 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 1720.38 ms [2022-02-27 01:27:09 main:574] : INFO : Epoch 1837 | loss: 0.0312 | val_loss: 0.0311989 | Time: 1746.87 ms [2022-02-27 01:27:11 main:574] : INFO : Epoch 1838 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 1761.46 ms [2022-02-27 01:27:13 main:574] : INFO : Epoch 1839 | loss: 0.031197 | val_loss: 0.0311943 | Time: 1773.41 ms [2022-02-27 01:27:15 main:574] : INFO : Epoch 1840 | loss: 0.0311962 | val_loss: 0.0311982 | Time: 1688.57 ms [2022-02-27 01:27:16 main:574] : INFO : Epoch 1841 | loss: 0.0311977 | val_loss: 0.0311929 | Time: 1687.19 ms [2022-02-27 01:27:18 main:574] : INFO : Epoch 1842 | loss: 0.0311972 | val_loss: 0.0311995 | Time: 1709.19 ms [2022-02-27 01:27:20 main:574] : INFO : Epoch 1843 | loss: 0.0311961 | val_loss: 0.0311952 | Time: 1689.01 ms [2022-02-27 01:27:22 main:574] : INFO : Epoch 1844 | loss: 0.031194 | val_loss: 0.0311927 | Time: 1707.06 ms [2022-02-27 01:27:23 main:574] : INFO : Epoch 1845 | loss: 0.0311932 | val_loss: 0.0311937 | Time: 1697.51 ms [2022-02-27 01:27:25 main:574] : INFO : Epoch 1846 | loss: 0.031193 | val_loss: 0.0311915 | Time: 1764.8 ms [2022-02-27 01:27:27 main:574] : INFO : Epoch 1847 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 1714.39 ms [2022-02-27 01:27:29 main:574] : INFO : Epoch 1848 | loss: 0.0311941 | val_loss: 0.031196 | Time: 1691.27 ms [2022-02-27 01:27:30 main:574] : INFO : Epoch 1849 | loss: 0.0311937 | val_loss: 0.0311915 | Time: 1693.75 ms [2022-02-27 01:27:32 main:574] : INFO : Epoch 1850 | loss: 0.0311924 | val_loss: 0.0311953 | Time: 1701.27 ms [2022-02-27 01:27:34 main:574] : INFO : Epoch 1851 | loss: 0.031195 | val_loss: 0.0311942 | Time: 1680.58 ms [2022-02-27 01:27:35 main:574] : INFO : Epoch 1852 | loss: 0.0311933 | val_loss: 0.031192 | Time: 1724.52 ms [2022-02-27 01:27:37 main:574] : INFO : Epoch 1853 | loss: 0.0311927 | val_loss: 0.0311912 | Time: 1751.32 ms [2022-02-27 01:27:39 main:574] : INFO : Epoch 1854 | loss: 0.0311931 | val_loss: 0.0311905 | Time: 1692.38 ms [2022-02-27 01:27:41 main:574] : INFO : Epoch 1855 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 1688.97 ms [2022-02-27 01:27:42 main:574] : INFO : Epoch 1856 | loss: 0.0311914 | val_loss: 0.0311894 | Time: 1786.16 ms [2022-02-27 01:27:44 main:574] : INFO : Epoch 1857 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 1690.51 ms [2022-02-27 01:27:46 main:574] : INFO : Epoch 1858 | loss: 0.0311927 | val_loss: 0.0311888 | Time: 1739.38 ms [2022-02-27 01:27:47 main:574] : INFO : Epoch 1859 | loss: 0.0311911 | val_loss: 0.0311887 | Time: 1706.33 ms [2022-02-27 01:27:49 main:574] : INFO : Epoch 1860 | loss: 0.0311911 | val_loss: 0.0311904 | Time: 1748.72 ms [2022-02-27 01:27:51 main:574] : INFO : Epoch 1861 | loss: 0.0311917 | val_loss: 0.0311879 | Time: 1727.4 ms [2022-02-27 01:27:53 main:574] : INFO : Epoch 1862 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 1727.99 ms [2022-02-27 01:27:54 main:574] : INFO : Epoch 1863 | loss: 0.0311957 | val_loss: 0.0311888 | Time: 1737.61 ms [2022-02-27 01:27:56 main:574] : INFO : Epoch 1864 | loss: 0.031192 | val_loss: 0.03119 | Time: 1834.59 ms [2022-02-27 01:27:58 main:574] : INFO : Epoch 1865 | loss: 0.0311908 | val_loss: 0.0311908 | Time: 1799.14 ms [2022-02-27 01:28:00 main:574] : INFO : Epoch 1866 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 1734.01 ms [2022-02-27 01:28:02 main:574] : INFO : Epoch 1867 | loss: 0.0311924 | val_loss: 0.0311906 | Time: 1720.39 ms [2022-02-27 01:28:03 main:574] : INFO : Epoch 1868 | loss: 0.0311912 | val_loss: 0.0311895 | Time: 1742.96 ms [2022-02-27 01:28:05 main:574] : INFO : Epoch 1869 | loss: 0.0311929 | val_loss: 0.0312029 | Time: 1772.05 ms [2022-02-27 01:28:07 main:574] : INFO : Epoch 1870 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 1679.87 ms [2022-02-27 01:28:09 main:574] : INFO : Epoch 1871 | loss: 0.0311864 | val_loss: 0.0311827 | Time: 1694.15 ms [2022-02-27 01:28:10 main:574] : INFO : Epoch 1872 | loss: 0.031184 | val_loss: 0.0311833 | Time: 1747.88 ms [2022-02-27 01:28:12 main:574] : INFO : Epoch 1873 | loss: 0.0311823 | val_loss: 0.0311836 | Time: 1728.19 ms [2022-02-27 01:28:14 main:574] : INFO : Epoch 1874 | loss: 0.03118 | val_loss: 0.031176 | Time: 1776.49 ms [2022-02-27 01:28:16 main:574] : INFO : Epoch 1875 | loss: 0.0311686 | val_loss: 0.0311663 | Time: 1807.94 ms [2022-02-27 01:28:17 main:574] : INFO : Epoch 1876 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 1693.12 ms [2022-02-27 01:28:19 main:574] : INFO : Epoch 1877 | loss: 0.0311633 | val_loss: 0.0311664 | Time: 1757.42 ms [2022-02-27 01:28:21 main:574] : INFO : Epoch 1878 | loss: 0.0311614 | val_loss: 0.0311621 | Time: 1725.04 ms [2022-02-27 01:28:23 main:574] : INFO : Epoch 1879 | loss: 0.0311619 | val_loss: 0.0311608 | Time: 1727.79 ms [2022-02-27 01:28:24 main:574] : INFO : Epoch 1880 | loss: 0.0311594 | val_loss: 0.0311602 | Time: 1882.4 ms [2022-02-27 01:28:26 main:574] : INFO : Epoch 1881 | loss: 0.031157 | val_loss: 0.0311587 | Time: 1680.69 ms [2022-02-27 01:28:28 main:574] : INFO : Epoch 1882 | loss: 0.0311564 | val_loss: 0.031165 | Time: 1730.83 ms [2022-02-27 01:28:30 main:574] : INFO : Epoch 1883 | loss: 0.0311573 | val_loss: 0.0311599 | Time: 1721.19 ms [2022-02-27 01:28:31 main:574] : INFO : Epoch 1884 | loss: 0.0311567 | val_loss: 0.0311614 | Time: 1697.46 ms [2022-02-27 01:28:33 main:574] : INFO : Epoch 1885 | loss: 0.0311561 | val_loss: 0.031158 | Time: 1774.53 ms [2022-02-27 01:28:35 main:574] : INFO : Epoch 1886 | loss: 0.0311545 | val_loss: 0.031162 | Time: 1724.67 ms [2022-02-27 01:28:37 main:574] : INFO : Epoch 1887 | loss: 0.031158 | val_loss: 0.0311607 | Time: 1808.09 ms [2022-02-27 01:28:38 main:574] : INFO : Epoch 1888 | loss: 0.0311568 | val_loss: 0.0311595 | Time: 1710.4 ms [2022-02-27 01:28:40 main:574] : INFO : Epoch 1889 | loss: 0.031156 | val_loss: 0.0311659 | Time: 1737.49 ms [2022-02-27 01:28:42 main:574] : INFO : Epoch 1890 | loss: 0.0311598 | val_loss: 0.0311634 | Time: 1747.44 ms [2022-02-27 01:28:44 main:574] : INFO : Epoch 1891 | loss: 0.0311567 | val_loss: 0.0311613 | Time: 1719.77 ms [2022-02-27 01:28:45 main:574] : INFO : Epoch 1892 | loss: 0.0311545 | val_loss: 0.0311607 | Time: 1750.84 ms [2022-02-27 01:28:47 main:574] : INFO : Epoch 1893 | loss: 0.0311548 | val_loss: 0.0311606 | Time: 1678.87 ms [2022-02-27 01:28:49 main:574] : INFO : Epoch 1894 | loss: 0.031155 | val_loss: 0.031163 | Time: 1696.16 ms [2022-02-27 01:28:51 main:574] : INFO : Epoch 1895 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 1723.38 ms [2022-02-27 01:28:52 main:574] : INFO : Epoch 1896 | loss: 0.0311535 | val_loss: 0.0311593 | Time: 1736.33 ms [2022-02-27 01:28:54 main:574] : INFO : Epoch 1897 | loss: 0.0311573 | val_loss: 0.0311748 | Time: 1707.02 ms [2022-02-27 01:28:56 main:574] : INFO : Epoch 1898 | loss: 0.0311543 | val_loss: 0.0311588 | Time: 1689.81 ms [2022-02-27 01:28:57 main:574] : INFO : Epoch 1899 | loss: 0.0311538 | val_loss: 0.0311589 | Time: 1681.24 ms [2022-02-27 01:28:59 main:574] : INFO : Epoch 1900 | loss: 0.031154 | val_loss: 0.0311564 | Time: 1818.54 ms [2022-02-27 01:29:01 main:574] : INFO : Epoch 1901 | loss: 0.0311509 | val_loss: 0.031158 | Time: 1709.09 ms [2022-02-27 01:29:03 main:574] : INFO : Epoch 1902 | loss: 0.0311559 | val_loss: 0.0311573 | Time: 1737.5 ms [2022-02-27 01:29:05 main:574] : INFO : Epoch 1903 | loss: 0.0311518 | val_loss: 0.0311576 | Time: 1716.4 ms [2022-02-27 01:29:06 main:574] : INFO : Epoch 1904 | loss: 0.0311539 | val_loss: 0.0311588 | Time: 1898.82 ms [2022-02-27 01:29:08 main:574] : INFO : Epoch 1905 | loss: 0.0311506 | val_loss: 0.0311575 | Time: 1709.2 ms [2022-02-27 01:29:10 main:574] : INFO : Epoch 1906 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 1681.51 ms [2022-02-27 01:29:12 main:574] : INFO : Epoch 1907 | loss: 0.0311534 | val_loss: 0.0311578 | Time: 1766.21 ms [2022-02-27 01:29:13 main:574] : INFO : Epoch 1908 | loss: 0.0311506 | val_loss: 0.0311586 | Time: 1735.21 ms [2022-02-27 01:29:15 main:574] : INFO : Epoch 1909 | loss: 0.0311504 | val_loss: 0.0311573 | Time: 1763.56 ms [2022-02-27 01:29:17 main:574] : INFO : Epoch 1910 | loss: 0.0311507 | val_loss: 0.0311585 | Time: 1840.7 ms [2022-02-27 01:29:19 main:574] : INFO : Epoch 1911 | loss: 0.0311506 | val_loss: 0.0311588 | Time: 1823.49 ms [2022-02-27 01:29:21 main:574] : INFO : Epoch 1912 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 1827.87 ms [2022-02-27 01:29:23 main:574] : INFO : Epoch 1913 | loss: 0.0311558 | val_loss: 0.0311633 | Time: 1798.47 ms [2022-02-27 01:29:24 main:574] : INFO : Epoch 1914 | loss: 0.0311575 | val_loss: 0.0311619 | Time: 1790.5 ms [2022-02-27 01:29:26 main:574] : INFO : Epoch 1915 | loss: 0.0311519 | val_loss: 0.0311562 | Time: 1712.65 ms [2022-02-27 01:29:28 main:574] : INFO : Epoch 1916 | loss: 0.0311504 | val_loss: 0.0311563 | Time: 1696.59 ms [2022-02-27 01:29:30 main:574] : INFO : Epoch 1917 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 1706.24 ms [2022-02-27 01:29:31 main:574] : INFO : Epoch 1918 | loss: 0.0311498 | val_loss: 0.0311571 | Time: 1769.13 ms [2022-02-27 01:29:33 main:574] : INFO : Epoch 1919 | loss: 0.0311488 | val_loss: 0.0311563 | Time: 1753.92 ms [2022-02-27 01:29:35 main:574] : INFO : Epoch 1920 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 1727.03 ms [2022-02-27 01:29:36 main:574] : INFO : Epoch 1921 | loss: 0.0311498 | val_loss: 0.0311573 | Time: 1694.12 ms [2022-02-27 01:29:38 main:574] : INFO : Epoch 1922 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 1761.88 ms [2022-02-27 01:29:40 main:574] : INFO : Epoch 1923 | loss: 0.0311485 | val_loss: 0.0311579 | Time: 1852.81 ms [2022-02-27 01:29:42 main:574] : INFO : Epoch 1924 | loss: 0.0311477 | val_loss: 0.031155 | Time: 1743.44 ms [2022-02-27 01:29:44 main:574] : INFO : Epoch 1925 | loss: 0.0311483 | val_loss: 0.031156 | Time: 1690.83 ms [2022-02-27 01:29:45 main:574] : INFO : Epoch 1926 | loss: 0.0311494 | val_loss: 0.0311571 | Time: 1708.94 ms [2022-02-27 01:29:47 main:574] : INFO : Epoch 1927 | loss: 0.0311488 | val_loss: 0.0311545 | Time: 1887.66 ms [2022-02-27 01:29:49 main:574] : INFO : Epoch 1928 | loss: 0.0311474 | val_loss: 0.0311541 | Time: 1819.62 ms [2022-02-27 01:29:51 main:574] : INFO : Epoch 1929 | loss: 0.031148 | val_loss: 0.0311544 | Time: 1711.9 ms [2022-02-27 01:29:53 main:574] : INFO : Epoch 1930 | loss: 0.0311483 | val_loss: 0.0311575 | Time: 1711.43 ms [2022-02-27 01:29:54 main:574] : INFO : Epoch 1931 | loss: 0.0311493 | val_loss: 0.0311575 | Time: 1714.66 ms [2022-02-27 01:29:56 main:574] : INFO : Epoch 1932 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 1813 ms [2022-02-27 01:29:58 main:574] : INFO : Epoch 1933 | loss: 0.0311484 | val_loss: 0.0311573 | Time: 1698.21 ms [2022-02-27 01:30:00 main:574] : INFO : Epoch 1934 | loss: 0.0311478 | val_loss: 0.0311566 | Time: 1680.35 ms [2022-02-27 01:30:01 main:574] : INFO : Epoch 1935 | loss: 0.0311515 | val_loss: 0.0311689 | Time: 1763.82 ms [2022-02-27 01:30:03 main:574] : INFO : Epoch 1936 | loss: 0.0311508 | val_loss: 0.0311647 | Time: 1704.66 ms [2022-02-27 01:30:05 main:574] : INFO : Epoch 1937 | loss: 0.0311513 | val_loss: 0.0311556 | Time: 1759.78 ms [2022-02-27 01:30:07 main:574] : INFO : Epoch 1938 | loss: 0.031149 | val_loss: 0.0311593 | Time: 1744.17 ms [2022-02-27 01:30:08 main:574] : INFO : Epoch 1939 | loss: 0.0311498 | val_loss: 0.0311567 | Time: 1707.14 ms [2022-02-27 01:30:10 main:574] : INFO : Epoch 1940 | loss: 0.031148 | val_loss: 0.0311573 | Time: 1793.59 ms [2022-02-27 01:30:12 main:574] : INFO : Epoch 1941 | loss: 0.0311481 | val_loss: 0.0311559 | Time: 1719.65 ms [2022-02-27 01:30:14 main:574] : INFO : Epoch 1942 | loss: 0.0311498 | val_loss: 0.0311601 | Time: 1721.41 ms [2022-02-27 01:30:15 main:574] : INFO : Epoch 1943 | loss: 0.0311528 | val_loss: 0.0311596 | Time: 1705.13 ms [2022-02-27 01:30:17 main:574] : INFO : Epoch 1944 | loss: 0.0311549 | val_loss: 0.0311566 | Time: 1746.26 ms [2022-02-27 01:30:19 main:574] : INFO : Epoch 1945 | loss: 0.0311485 | val_loss: 0.0311582 | Time: 1692.13 ms [2022-02-27 01:30:21 main:574] : INFO : Epoch 1946 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 1741.7 ms [2022-02-27 01:30:22 main:574] : INFO : Epoch 1947 | loss: 0.0311502 | val_loss: 0.031155 | Time: 1822.83 ms [2022-02-27 01:30:24 main:574] : INFO : Epoch 1948 | loss: 0.0311477 | val_loss: 0.0311558 | Time: 1812.81 ms [2022-02-27 01:30:26 main:574] : INFO : Epoch 1949 | loss: 0.0311466 | val_loss: 0.0311544 | Time: 1698.89 ms [2022-02-27 01:30:28 main:574] : INFO : Epoch 1950 | loss: 0.0311469 | val_loss: 0.0311558 | Time: 1694.04 ms [2022-02-27 01:30:29 main:574] : INFO : Epoch 1951 | loss: 0.0311473 | val_loss: 0.0311622 | Time: 1691.09 ms [2022-02-27 01:30:31 main:574] : INFO : Epoch 1952 | loss: 0.0311475 | val_loss: 0.0311559 | Time: 1718.21 ms [2022-02-27 01:30:33 main:574] : INFO : Epoch 1953 | loss: 0.0311505 | val_loss: 0.0311614 | Time: 1725.96 ms [2022-02-27 01:30:35 main:574] : INFO : Epoch 1954 | loss: 0.0311493 | val_loss: 0.0311548 | Time: 1713.09 ms [2022-02-27 01:30:36 main:574] : INFO : Epoch 1955 | loss: 0.0311475 | val_loss: 0.0311556 | Time: 1703.45 ms [2022-02-27 01:30:38 main:574] : INFO : Epoch 1956 | loss: 0.0311474 | val_loss: 0.0311566 | Time: 1715.63 ms [2022-02-27 01:30:40 main:574] : INFO : Epoch 1957 | loss: 0.0311507 | val_loss: 0.0311557 | Time: 1689.31 ms [2022-02-27 01:30:41 main:574] : INFO : Epoch 1958 | loss: 0.0311494 | val_loss: 0.0311608 | Time: 1726.13 ms [2022-02-27 01:30:43 main:574] : INFO : Epoch 1959 | loss: 0.0311508 | val_loss: 0.0311569 | Time: 1772.51 ms [2022-02-27 01:30:45 main:574] : INFO : Epoch 1960 | loss: 0.0311496 | val_loss: 0.031156 | Time: 1829.33 ms [2022-02-27 01:30:47 main:574] : INFO : Epoch 1961 | loss: 0.0311487 | val_loss: 0.0311595 | Time: 1754.2 ms [2022-02-27 01:30:49 main:574] : INFO : Epoch 1962 | loss: 0.0311478 | val_loss: 0.031156 | Time: 1685.28 ms [2022-02-27 01:30:50 main:574] : INFO : Epoch 1963 | loss: 0.0311464 | val_loss: 0.0311559 | Time: 1704.2 ms [2022-02-27 01:30:52 main:574] : INFO : Epoch 1964 | loss: 0.0311515 | val_loss: 0.0311548 | Time: 1682.62 ms [2022-02-27 01:30:54 main:574] : INFO : Epoch 1965 | loss: 0.0311509 | val_loss: 0.0311553 | Time: 1742.33 ms [2022-02-27 01:30:55 main:574] : INFO : Epoch 1966 | loss: 0.0311475 | val_loss: 0.0311562 | Time: 1697.44 ms [2022-02-27 01:30:57 main:574] : INFO : Epoch 1967 | loss: 0.031146 | val_loss: 0.0311555 | Time: 1742.19 ms [2022-02-27 01:30:59 main:574] : INFO : Epoch 1968 | loss: 0.031145 | val_loss: 0.0311568 | Time: 1763.21 ms [2022-02-27 01:31:01 main:574] : INFO : Epoch 1969 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 1688.86 ms [2022-02-27 01:31:02 main:574] : INFO : Epoch 1970 | loss: 0.031146 | val_loss: 0.031159 | Time: 1715.65 ms [2022-02-27 01:31:04 main:574] : INFO : Epoch 1971 | loss: 0.0311476 | val_loss: 0.0311581 | Time: 1717.34 ms [2022-02-27 01:31:06 main:574] : INFO : Epoch 1972 | loss: 0.0311492 | val_loss: 0.0311564 | Time: 1716.16 ms [2022-02-27 01:31:08 main:574] : INFO : Epoch 1973 | loss: 0.0311451 | val_loss: 0.0311548 | Time: 1790.52 ms [2022-02-27 01:31:09 main:574] : INFO : Epoch 1974 | loss: 0.0311443 | val_loss: 0.0311553 | Time: 1756.14 ms [2022-02-27 01:31:11 main:574] : INFO : Epoch 1975 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 1768.52 ms [2022-02-27 01:31:13 main:574] : INFO : Epoch 1976 | loss: 0.031145 | val_loss: 0.0311546 | Time: 1718.72 ms [2022-02-27 01:31:15 main:574] : INFO : Epoch 1977 | loss: 0.0311461 | val_loss: 0.031157 | Time: 1806.58 ms [2022-02-27 01:31:17 main:574] : INFO : Epoch 1978 | loss: 0.031146 | val_loss: 0.0311608 | Time: 1752.64 ms [2022-02-27 01:31:19 main:574] : INFO : Epoch 1979 | loss: 0.0311543 | val_loss: 0.0311601 | Time: 1742.54 ms [2022-02-27 01:31:21 main:574] : INFO : Epoch 1980 | loss: 0.0311494 | val_loss: 0.0311557 | Time: 1683.03 ms [2022-02-27 01:31:23 main:574] : INFO : Epoch 1981 | loss: 0.0311468 | val_loss: 0.0311541 | Time: 1700.27 ms [2022-02-27 01:31:25 main:574] : INFO : Epoch 1982 | loss: 0.0311467 | val_loss: 0.0311522 | Time: 1731.29 ms [2022-02-27 01:31:27 main:574] : INFO : Epoch 1983 | loss: 0.0311458 | val_loss: 0.0311556 | Time: 1685.63 ms [2022-02-27 01:31:29 main:574] : INFO : Epoch 1984 | loss: 0.0311507 | val_loss: 0.0311696 | Time: 1687.66 ms [2022-02-27 01:31:30 main:574] : INFO : Epoch 1985 | loss: 0.031151 | val_loss: 0.0311582 | Time: 1697.51 ms [2022-02-27 01:31:32 main:574] : INFO : Epoch 1986 | loss: 0.0311485 | val_loss: 0.031156 | Time: 1831.61 ms [2022-02-27 01:31:34 main:574] : INFO : Epoch 1987 | loss: 0.0311477 | val_loss: 0.0311595 | Time: 1702.52 ms [2022-02-27 01:31:36 main:574] : INFO : Epoch 1988 | loss: 0.0311471 | val_loss: 0.031157 | Time: 1692.32 ms [2022-02-27 01:31:37 main:574] : INFO : Epoch 1989 | loss: 0.0311474 | val_loss: 0.0311565 | Time: 1726.44 ms [2022-02-27 01:31:39 main:574] : INFO : Epoch 1990 | loss: 0.031147 | val_loss: 0.0311564 | Time: 1715.1 ms [2022-02-27 01:31:41 main:574] : INFO : Epoch 1991 | loss: 0.0311477 | val_loss: 0.0311556 | Time: 1730.41 ms [2022-02-27 01:31:43 main:574] : INFO : Epoch 1992 | loss: 0.0311466 | val_loss: 0.0311541 | Time: 1698.96 ms [2022-02-27 01:31:44 main:574] : INFO : Epoch 1993 | loss: 0.0311468 | val_loss: 0.0311561 | Time: 1710.33 ms [2022-02-27 01:31:46 main:574] : INFO : Epoch 1994 | loss: 0.0311477 | val_loss: 0.031156 | Time: 1794.32 ms [2022-02-27 01:31:48 main:574] : INFO : Epoch 1995 | loss: 0.0311483 | val_loss: 0.0311608 | Time: 1702.4 ms [2022-02-27 01:31:50 main:574] : INFO : Epoch 1996 | loss: 0.0311478 | val_loss: 0.0311555 | Time: 1699.01 ms [2022-02-27 01:31:51 main:574] : INFO : Epoch 1997 | loss: 0.0311463 | val_loss: 0.0311597 | Time: 1713.07 ms [2022-02-27 01:31:53 main:574] : INFO : Epoch 1998 | loss: 0.031147 | val_loss: 0.031156 | Time: 1686.54 ms [2022-02-27 01:31:55 main:574] : INFO : Epoch 1999 | loss: 0.0311469 | val_loss: 0.0311572 | Time: 1698.13 ms [2022-02-27 01:31:57 main:574] : INFO : Epoch 2000 | loss: 0.0311478 | val_loss: 0.0311561 | Time: 1866.57 ms [2022-02-27 01:31:58 main:574] : INFO : Epoch 2001 | loss: 0.031146 | val_loss: 0.0311556 | Time: 1740.09 ms [2022-02-27 01:32:00 main:574] : INFO : Epoch 2002 | loss: 0.0311459 | val_loss: 0.0311542 | Time: 1692.46 ms [2022-02-27 01:32:02 main:574] : INFO : Epoch 2003 | loss: 0.0311457 | val_loss: 0.0311536 | Time: 1838.84 ms [2022-02-27 01:32:04 main:574] : INFO : Epoch 2004 | loss: 0.0311471 | val_loss: 0.0311544 | Time: 1714.06 ms [2022-02-27 01:32:05 main:574] : INFO : Epoch 2005 | loss: 0.0311485 | val_loss: 0.0311634 | Time: 1723.17 ms [2022-02-27 01:32:07 main:574] : INFO : Epoch 2006 | loss: 0.0311495 | val_loss: 0.031155 | Time: 1754.04 ms [2022-02-27 01:32:09 main:574] : INFO : Epoch 2007 | loss: 0.0311456 | val_loss: 0.0311572 | Time: 1736 ms [2022-02-27 01:32:11 main:574] : INFO : Epoch 2008 | loss: 0.0311488 | val_loss: 0.0311588 | Time: 1743.15 ms [2022-02-27 01:32:12 main:574] : INFO : Epoch 2009 | loss: 0.031146 | val_loss: 0.0311574 | Time: 1777.71 ms [2022-02-27 01:32:14 main:574] : INFO : Epoch 2010 | loss: 0.0311483 | val_loss: 0.031156 | Time: 1734.09 ms [2022-02-27 01:32:16 main:574] : INFO : Epoch 2011 | loss: 0.0311543 | val_loss: 0.0311619 | Time: 1768.6 ms [2022-02-27 01:32:18 main:574] : INFO : Epoch 2012 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 1698.89 ms [2022-02-27 01:32:19 main:574] : INFO : Epoch 2013 | loss: 0.0311566 | val_loss: 0.0311624 | Time: 1706.24 ms [2022-02-27 01:32:21 main:574] : INFO : Epoch 2014 | loss: 0.0311559 | val_loss: 0.0311535 | Time: 1705.15 ms [2022-02-27 01:32:23 main:574] : INFO : Epoch 2015 | loss: 0.0311488 | val_loss: 0.0311563 | Time: 1696.92 ms [2022-02-27 01:32:25 main:574] : INFO : Epoch 2016 | loss: 0.031145 | val_loss: 0.0311541 | Time: 1767.29 ms [2022-02-27 01:32:26 main:574] : INFO : Epoch 2017 | loss: 0.0311451 | val_loss: 0.0311589 | Time: 1712.95 ms [2022-02-27 01:32:28 main:574] : INFO : Epoch 2018 | loss: 0.0311459 | val_loss: 0.0311542 | Time: 1781.81 ms [2022-02-27 01:32:30 main:574] : INFO : Epoch 2019 | loss: 0.0311467 | val_loss: 0.0311552 | Time: 1762.39 ms [2022-02-27 01:32:32 main:574] : INFO : Epoch 2020 | loss: 0.0311449 | val_loss: 0.0311578 | Time: 1797.71 ms [2022-02-27 01:32:34 main:574] : INFO : Epoch 2021 | loss: 0.0311474 | val_loss: 0.0311548 | Time: 1801.55 ms [2022-02-27 01:32:35 main:574] : INFO : Epoch 2022 | loss: 0.0311461 | val_loss: 0.0311535 | Time: 1815.03 ms [2022-02-27 01:32:37 main:574] : INFO : Epoch 2023 | loss: 0.0311463 | val_loss: 0.0311547 | Time: 1757.54 ms [2022-02-27 01:32:39 main:574] : INFO : Epoch 2024 | loss: 0.0311463 | val_loss: 0.03116 | Time: 1754.56 ms [2022-02-27 01:32:41 main:574] : INFO : Epoch 2025 | loss: 0.0311449 | val_loss: 0.0311537 | Time: 1693.34 ms [2022-02-27 01:32:42 main:574] : INFO : Epoch 2026 | loss: 0.0311449 | val_loss: 0.0311546 | Time: 1679.32 ms [2022-02-27 01:32:44 main:574] : INFO : Epoch 2027 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 1690.69 ms [2022-02-27 01:32:46 main:574] : INFO : Epoch 2028 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 1705.84 ms [2022-02-27 01:32:48 main:574] : INFO : Epoch 2029 | loss: 0.0311474 | val_loss: 0.031157 | Time: 1699.37 ms [2022-02-27 01:32:49 main:574] : INFO : Epoch 2030 | loss: 0.0311442 | val_loss: 0.0311549 | Time: 1701.56 ms [2022-02-27 01:32:51 main:574] : INFO : Epoch 2031 | loss: 0.031144 | val_loss: 0.0311571 | Time: 1707.83 ms [2022-02-27 01:32:53 main:574] : INFO : Epoch 2032 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 1713.54 ms [2022-02-27 01:32:54 main:574] : INFO : Epoch 2033 | loss: 0.0311429 | val_loss: 0.0311544 | Time: 1756.13 ms [2022-02-27 01:32:56 main:574] : INFO : Epoch 2034 | loss: 0.0311462 | val_loss: 0.0311551 | Time: 1785.29 ms [2022-02-27 01:32:58 main:574] : INFO : Epoch 2035 | loss: 0.0311436 | val_loss: 0.0311557 | Time: 1713.78 ms [2022-02-27 01:33:00 main:574] : INFO : Epoch 2036 | loss: 0.0311475 | val_loss: 0.0311563 | Time: 1704.88 ms [2022-02-27 01:33:01 main:574] : INFO : Epoch 2037 | loss: 0.0311455 | val_loss: 0.0311584 | Time: 1718.81 ms [2022-02-27 01:33:03 main:574] : INFO : Epoch 2038 | loss: 0.0311446 | val_loss: 0.0311557 | Time: 1759.66 ms [2022-02-27 01:33:05 main:574] : INFO : Epoch 2039 | loss: 0.0311438 | val_loss: 0.0311578 | Time: 1819.78 ms [2022-02-27 01:33:07 main:574] : INFO : Epoch 2040 | loss: 0.0311484 | val_loss: 0.0311567 | Time: 1764.72 ms [2022-02-27 01:33:09 main:574] : INFO : Epoch 2041 | loss: 0.0311528 | val_loss: 0.0311573 | Time: 1838.94 ms [2022-02-27 01:33:10 main:574] : INFO : Epoch 2042 | loss: 0.0311466 | val_loss: 0.0311555 | Time: 1716.55 ms [2022-02-27 01:33:12 main:574] : INFO : Epoch 2043 | loss: 0.0311445 | val_loss: 0.0311579 | Time: 1719.92 ms [2022-02-27 01:33:14 main:574] : INFO : Epoch 2044 | loss: 0.0311433 | val_loss: 0.0311538 | Time: 1685.46 ms [2022-02-27 01:33:16 main:574] : INFO : Epoch 2045 | loss: 0.0311444 | val_loss: 0.0311546 | Time: 1738.09 ms [2022-02-27 01:33:17 main:574] : INFO : Epoch 2046 | loss: 0.0311468 | val_loss: 0.0311567 | Time: 1796.08 ms [2022-02-27 01:33:19 main:574] : INFO : Epoch 2047 | loss: 0.0311503 | val_loss: 0.0311578 | Time: 1787.02 ms [2022-02-27 01:33:21 main:574] : INFO : Epoch 2048 | loss: 0.0311468 | val_loss: 0.0311569 | Time: 1702.64 ms [2022-02-27 01:33:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311569 [2022-02-27 01:33:21 main:603] : INFO : Saving end state to config to file [2022-02-27 01:33:21 main:608] : INFO : Success, exiting.. 01:33:21 (19204): 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)