Task 14621565
| Name | ParityModified-1647043407-19540-3-0_1 |
| Workunit | 11386990 |
| Created | 15 Apr 2022, 9:52:21 UTC |
| Sent | 15 Apr 2022, 9:53:14 UTC |
| Report deadline | 23 Apr 2022, 9:53:14 UTC |
| Received | 15 Apr 2022, 10:54:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 59 min 1 sec |
| CPU time | 57 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311168 | val_loss: 0.0311445 | Time: 1681.06 ms [2022-04-15 12:38:37 main:574] : INFO : Epoch 1543 | loss: 0.0311152 | val_loss: 0.0311404 | Time: 1672.36 ms [2022-04-15 12:38:38 main:574] : INFO : Epoch 1544 | loss: 0.0311164 | val_loss: 0.0311425 | Time: 1683.05 ms [2022-04-15 12:38:40 main:574] : INFO : Epoch 1545 | loss: 0.0311187 | val_loss: 0.0311418 | Time: 1680.36 ms [2022-04-15 12:38:42 main:574] : INFO : Epoch 1546 | loss: 0.0311179 | val_loss: 0.0311453 | Time: 1673.68 ms [2022-04-15 12:38:44 main:574] : INFO : Epoch 1547 | loss: 0.0311189 | val_loss: 0.0311421 | Time: 1675.74 ms [2022-04-15 12:38:45 main:574] : INFO : Epoch 1548 | loss: 0.0311186 | val_loss: 0.0311428 | Time: 1683.55 ms [2022-04-15 12:38:47 main:574] : INFO : Epoch 1549 | loss: 0.0311202 | val_loss: 0.0311474 | Time: 1674.17 ms [2022-04-15 12:38:49 main:574] : INFO : Epoch 1550 | loss: 0.0311189 | val_loss: 0.0311428 | Time: 1682.66 ms [2022-04-15 12:38:50 main:574] : INFO : Epoch 1551 | loss: 0.0311204 | val_loss: 0.0311465 | Time: 1684.15 ms [2022-04-15 12:38:52 main:574] : INFO : Epoch 1552 | loss: 0.031125 | val_loss: 0.0311435 | Time: 1683.78 ms [2022-04-15 12:38:54 main:574] : INFO : Epoch 1553 | loss: 0.0311239 | val_loss: 0.031143 | Time: 1684.24 ms [2022-04-15 12:38:55 main:574] : INFO : Epoch 1554 | loss: 0.0311284 | val_loss: 0.0311432 | Time: 1675.01 ms [2022-04-15 12:38:57 main:574] : INFO : Epoch 1555 | loss: 0.0311255 | val_loss: 0.0311439 | Time: 1692.79 ms [2022-04-15 12:38:59 main:574] : INFO : Epoch 1556 | loss: 0.0311205 | val_loss: 0.0311451 | Time: 1686.19 ms [2022-04-15 12:39:00 main:574] : INFO : Epoch 1557 | loss: 0.0311187 | val_loss: 0.0311464 | Time: 1708.29 ms [2022-04-15 12:39:02 main:574] : INFO : Epoch 1558 | loss: 0.0311177 | val_loss: 0.0311457 | Time: 1714.23 ms [2022-04-15 12:39:04 main:574] : INFO : Epoch 1559 | loss: 0.0311189 | val_loss: 0.0311468 | Time: 1707.58 ms [2022-04-15 12:39:06 main:574] : INFO : Epoch 1560 | loss: 0.0311181 | val_loss: 0.0311446 | Time: 1709.04 ms [2022-04-15 12:39:07 main:574] : INFO : Epoch 1561 | loss: 0.0311171 | val_loss: 0.0311502 | Time: 1686.45 ms [2022-04-15 12:39:09 main:574] : INFO : Epoch 1562 | loss: 0.0311217 | val_loss: 0.0311479 | Time: 1686.25 ms [2022-04-15 12:39:11 main:574] : INFO : Epoch 1563 | loss: 0.0311244 | val_loss: 0.0311495 | Time: 1679.5 ms [2022-04-15 12:39:12 main:574] : INFO : Epoch 1564 | loss: 0.0311234 | val_loss: 0.0311479 | Time: 1674.4 ms [2022-04-15 12:39:14 main:574] : INFO : Epoch 1565 | loss: 0.0311198 | val_loss: 0.0311445 | Time: 1684.65 ms [2022-04-15 12:39:16 main:574] : INFO : Epoch 1566 | loss: 0.0311207 | val_loss: 0.0311443 | Time: 1690.52 ms [2022-04-15 12:39:17 main:574] : INFO : Epoch 1567 | loss: 0.031122 | val_loss: 0.0311462 | Time: 1670.17 ms [2022-04-15 12:39:19 main:574] : INFO : Epoch 1568 | loss: 0.0311194 | val_loss: 0.0311495 | Time: 1678.67 ms [2022-04-15 12:39:21 main:574] : INFO : Epoch 1569 | loss: 0.0311186 | val_loss: 0.0311494 | Time: 1677.51 ms [2022-04-15 12:39:23 main:574] : INFO : Epoch 1570 | loss: 0.0311183 | val_loss: 0.0311496 | Time: 1679.42 ms [2022-04-15 12:39:24 main:574] : INFO : Epoch 1571 | loss: 0.0311153 | val_loss: 0.0311447 | Time: 1682.21 ms [2022-04-15 12:39:26 main:574] : INFO : Epoch 1572 | loss: 0.0311245 | val_loss: 0.0311468 | Time: 1678.78 ms [2022-04-15 12:39:28 main:574] : INFO : Epoch 1573 | loss: 0.0311224 | val_loss: 0.0311469 | Time: 1682.74 ms [2022-04-15 12:39:29 main:574] : INFO : Epoch 1574 | loss: 0.0311213 | val_loss: 0.0311466 | Time: 1679.29 ms [2022-04-15 12:39:31 main:574] : INFO : Epoch 1575 | loss: 0.0311216 | val_loss: 0.0311563 | Time: 1676.31 ms [2022-04-15 12:39:33 main:574] : INFO : Epoch 1576 | loss: 0.0311528 | val_loss: 0.0311761 | Time: 1679.34 ms [2022-04-15 12:39:34 main:574] : INFO : Epoch 1577 | loss: 0.0311525 | val_loss: 0.0311545 | Time: 1669.62 ms [2022-04-15 12:39:36 main:574] : INFO : Epoch 1578 | loss: 0.0311499 | val_loss: 0.0311612 | Time: 1700.85 ms [2022-04-15 12:39:38 main:574] : INFO : Epoch 1579 | loss: 0.031148 | val_loss: 0.0311582 | Time: 1686.94 ms [2022-04-15 12:39:39 main:574] : INFO : Epoch 1580 | loss: 0.0311447 | val_loss: 0.0311555 | Time: 1668.95 ms [2022-04-15 12:39:41 main:574] : INFO : Epoch 1581 | loss: 0.0311453 | val_loss: 0.0311508 | Time: 1681.82 ms [2022-04-15 12:39:43 main:574] : INFO : Epoch 1582 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 1673.21 ms [2022-04-15 12:39:45 main:574] : INFO : Epoch 1583 | loss: 0.0311388 | val_loss: 0.0311522 | Time: 1678.62 ms [2022-04-15 12:39:46 main:574] : INFO : Epoch 1584 | loss: 0.0311381 | val_loss: 0.031153 | Time: 1685.91 ms [2022-04-15 12:39:48 main:574] : INFO : Epoch 1585 | loss: 0.0311356 | val_loss: 0.0311486 | Time: 1675.88 ms [2022-04-15 12:39:50 main:574] : INFO : Epoch 1586 | loss: 0.0311325 | val_loss: 0.0311524 | Time: 1678.2 ms [2022-04-15 12:39:51 main:574] : INFO : Epoch 1587 | loss: 0.0311331 | val_loss: 0.0311486 | Time: 1675.56 ms [2022-04-15 12:39:55 main:574] : INFO : Epoch 1588 | loss: 0.0311314 | val_loss: 0.0311482 | Time: 3363.21 ms [2022-04-15 12:39:56 main:574] : INFO : Epoch 1589 | loss: 0.0311304 | val_loss: 0.031149 | Time: 1854.01 ms [2022-04-15 12:39:58 main:574] : INFO : Epoch 1590 | loss: 0.0311291 | val_loss: 0.0311482 | Time: 1709.87 ms [2022-04-15 12:40:00 main:574] : INFO : Epoch 1591 | loss: 0.031128 | val_loss: 0.0311473 | Time: 1705.41 ms [2022-04-15 12:40:02 main:574] : INFO : Epoch 1592 | loss: 0.0311289 | val_loss: 0.0311435 | Time: 1676.92 ms [2022-04-15 12:40:03 main:574] : INFO : Epoch 1593 | loss: 0.0311278 | val_loss: 0.0311455 | Time: 1678.32 ms [2022-04-15 12:40:05 main:574] : INFO : Epoch 1594 | loss: 0.0311261 | val_loss: 0.0311492 | Time: 1691.85 ms [2022-04-15 12:40:07 main:574] : INFO : Epoch 1595 | loss: 0.0311257 | val_loss: 0.0311449 | Time: 1712.87 ms [2022-04-15 12:40:08 main:574] : INFO : Epoch 1596 | loss: 0.0311235 | val_loss: 0.0311489 | Time: 1724.92 ms [2022-04-15 12:40:10 main:574] : INFO : Epoch 1597 | loss: 0.0311231 | val_loss: 0.0311448 | Time: 1696.79 ms [2022-04-15 12:40:12 main:574] : INFO : Epoch 1598 | loss: 0.0311212 | val_loss: 0.0311467 | Time: 1819.49 ms [2022-04-15 12:40:14 main:574] : INFO : Epoch 1599 | loss: 0.0311219 | val_loss: 0.0311428 | Time: 1751.54 ms [2022-04-15 12:40:16 main:574] : INFO : Epoch 1600 | loss: 0.0311227 | val_loss: 0.0311462 | Time: 1746.64 ms [2022-04-15 12:40:17 main:574] : INFO : Epoch 1601 | loss: 0.0311211 | val_loss: 0.0311489 | Time: 1747.13 ms [2022-04-15 12:40:19 main:574] : INFO : Epoch 1602 | loss: 0.0311211 | val_loss: 0.0311448 | Time: 1762.44 ms [2022-04-15 12:40:21 main:574] : INFO : Epoch 1603 | loss: 0.03112 | val_loss: 0.0311452 | Time: 1759.68 ms [2022-04-15 12:40:23 main:574] : INFO : Epoch 1604 | loss: 0.0311184 | val_loss: 0.031146 | Time: 1756.54 ms [2022-04-15 12:40:24 main:574] : INFO : Epoch 1605 | loss: 0.0311187 | val_loss: 0.0311497 | Time: 1759.39 ms [2022-04-15 12:40:26 main:574] : INFO : Epoch 1606 | loss: 0.0311195 | val_loss: 0.0311511 | Time: 1752.78 ms [2022-04-15 12:40:28 main:574] : INFO : Epoch 1607 | loss: 0.0311233 | val_loss: 0.0311512 | Time: 1745.72 ms [2022-04-15 12:40:30 main:574] : INFO : Epoch 1608 | loss: 0.0311193 | val_loss: 0.0311441 | Time: 1760.11 ms [2022-04-15 12:40:31 main:574] : INFO : Epoch 1609 | loss: 0.0311179 | val_loss: 0.0311442 | Time: 1753.62 ms [2022-04-15 12:40:33 main:574] : INFO : Epoch 1610 | loss: 0.0311173 | val_loss: 0.0311473 | Time: 1750.34 ms [2022-04-15 12:40:35 main:574] : INFO : Epoch 1611 | loss: 0.0311228 | val_loss: 0.0311428 | Time: 1752.85 ms [2022-04-15 12:40:37 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 1748.1 ms [2022-04-15 12:40:39 main:574] : INFO : Epoch 1613 | loss: 0.0311236 | val_loss: 0.0311466 | Time: 1748.29 ms [2022-04-15 12:40:40 main:574] : INFO : Epoch 1614 | loss: 0.0311186 | val_loss: 0.031144 | Time: 1754.9 ms [2022-04-15 12:40:42 main:574] : INFO : Epoch 1615 | loss: 0.03112 | val_loss: 0.0311458 | Time: 1749.9 ms [2022-04-15 12:40:44 main:574] : INFO : Epoch 1616 | loss: 0.0311195 | val_loss: 0.0311452 | Time: 1752.13 ms [2022-04-15 12:40:46 main:574] : INFO : Epoch 1617 | loss: 0.0311216 | val_loss: 0.0311497 | Time: 1760.42 ms [2022-04-15 12:40:47 main:574] : INFO : Epoch 1618 | loss: 0.0311188 | val_loss: 0.0311417 | Time: 1755.21 ms [2022-04-15 12:40:49 main:574] : INFO : Epoch 1619 | loss: 0.0311182 | val_loss: 0.0311445 | Time: 1746.94 ms [2022-04-15 12:40:51 main:574] : INFO : Epoch 1620 | loss: 0.0311167 | val_loss: 0.0311429 | Time: 1755.58 ms [2022-04-15 12:40:53 main:574] : INFO : Epoch 1621 | loss: 0.0311161 | val_loss: 0.0311433 | Time: 1748.46 ms [2022-04-15 12:40:54 main:574] : INFO : Epoch 1622 | loss: 0.0311134 | val_loss: 0.0311466 | Time: 1763.49 ms [2022-04-15 12:40:56 main:574] : INFO : Epoch 1623 | loss: 0.0311133 | val_loss: 0.0311442 | Time: 1742.44 ms [2022-04-15 12:40:58 main:574] : INFO : Epoch 1624 | loss: 0.0311122 | val_loss: 0.0311442 | Time: 1747.09 ms [2022-04-15 12:41:00 main:574] : INFO : Epoch 1625 | loss: 0.0311138 | val_loss: 0.0311462 | Time: 1756.92 ms [2022-04-15 12:41:01 main:574] : INFO : Epoch 1626 | loss: 0.0311148 | val_loss: 0.0311459 | Time: 1761.07 ms [2022-04-15 12:41:03 main:574] : INFO : Epoch 1627 | loss: 0.0311139 | val_loss: 0.0311447 | Time: 1748.77 ms [2022-04-15 12:41:05 main:574] : INFO : Epoch 1628 | loss: 0.0311181 | val_loss: 0.0311481 | Time: 1754.67 ms [2022-04-15 12:41:07 main:574] : INFO : Epoch 1629 | loss: 0.0311292 | val_loss: 0.031147 | Time: 1752.26 ms [2022-04-15 12:41:09 main:574] : INFO : Epoch 1630 | loss: 0.0311269 | val_loss: 0.0311452 | Time: 1767.89 ms [2022-04-15 12:41:10 main:574] : INFO : Epoch 1631 | loss: 0.0311221 | val_loss: 0.0311441 | Time: 1743.23 ms [2022-04-15 12:41:12 main:574] : INFO : Epoch 1632 | loss: 0.0311207 | val_loss: 0.0311477 | Time: 1764.41 ms [2022-04-15 12:41:14 main:574] : INFO : Epoch 1633 | loss: 0.0311193 | val_loss: 0.0311445 | Time: 1760.09 ms [2022-04-15 12:41:16 main:574] : INFO : Epoch 1634 | loss: 0.031118 | val_loss: 0.0311502 | Time: 1783 ms [2022-04-15 12:41:17 main:574] : INFO : Epoch 1635 | loss: 0.03112 | val_loss: 0.0311435 | Time: 1757.74 ms [2022-04-15 12:41:19 main:574] : INFO : Epoch 1636 | loss: 0.0311202 | val_loss: 0.031146 | Time: 1749.8 ms [2022-04-15 12:41:21 main:574] : INFO : Epoch 1637 | loss: 0.031119 | val_loss: 0.031144 | Time: 1761.79 ms [2022-04-15 12:41:23 main:574] : INFO : Epoch 1638 | loss: 0.0311198 | val_loss: 0.0311465 | Time: 1745.9 ms [2022-04-15 12:41:24 main:574] : INFO : Epoch 1639 | loss: 0.0311208 | val_loss: 0.0311419 | Time: 1749.31 ms [2022-04-15 12:41:26 main:574] : INFO : Epoch 1640 | loss: 0.0311202 | val_loss: 0.0311434 | Time: 1754.53 ms [2022-04-15 12:41:28 main:574] : INFO : Epoch 1641 | loss: 0.0311194 | val_loss: 0.0311447 | Time: 1748.28 ms [2022-04-15 12:41:30 main:574] : INFO : Epoch 1642 | loss: 0.0311196 | val_loss: 0.0311425 | Time: 1745.96 ms [2022-04-15 12:41:32 main:574] : INFO : Epoch 1643 | loss: 0.031117 | val_loss: 0.0311448 | Time: 1753.08 ms [2022-04-15 12:41:33 main:574] : INFO : Epoch 1644 | loss: 0.0311155 | val_loss: 0.0311439 | Time: 1747.45 ms [2022-04-15 12:41:35 main:574] : INFO : Epoch 1645 | loss: 0.0311162 | val_loss: 0.031145 | Time: 1765.63 ms [2022-04-15 12:41:37 main:574] : INFO : Epoch 1646 | loss: 0.0311139 | val_loss: 0.0311438 | Time: 1751.42 ms [2022-04-15 12:41:39 main:574] : INFO : Epoch 1647 | loss: 0.031118 | val_loss: 0.0311464 | Time: 1753.87 ms [2022-04-15 12:41:40 main:574] : INFO : Epoch 1648 | loss: 0.0311161 | val_loss: 0.0311436 | Time: 1763.24 ms [2022-04-15 12:41:42 main:574] : INFO : Epoch 1649 | loss: 0.0311151 | val_loss: 0.0311415 | Time: 1751.52 ms [2022-04-15 12:41:44 main:574] : INFO : Epoch 1650 | loss: 0.0311134 | val_loss: 0.0311453 | Time: 1744.2 ms [2022-04-15 12:41:46 main:574] : INFO : Epoch 1651 | loss: 0.0311132 | val_loss: 0.0311453 | Time: 1752.84 ms [2022-04-15 12:41:47 main:574] : INFO : Epoch 1652 | loss: 0.0311165 | val_loss: 0.0311423 | Time: 1748.68 ms [2022-04-15 12:41:49 main:574] : INFO : Epoch 1653 | loss: 0.0311149 | val_loss: 0.0311437 | Time: 1757.24 ms [2022-04-15 12:41:51 main:574] : INFO : Epoch 1654 | loss: 0.0311165 | val_loss: 0.0311483 | Time: 1778.15 ms [2022-04-15 12:41:53 main:574] : INFO : Epoch 1655 | loss: 0.031125 | val_loss: 0.0311421 | Time: 1763.32 ms [2022-04-15 12:41:55 main:574] : INFO : Epoch 1656 | loss: 0.0311202 | val_loss: 0.0311463 | Time: 1796.94 ms [2022-04-15 12:41:57 main:574] : INFO : Epoch 1657 | loss: 0.0311168 | val_loss: 0.0311421 | Time: 1966.86 ms [2022-04-15 12:41:58 main:574] : INFO : Epoch 1658 | loss: 0.0311139 | val_loss: 0.0311404 | Time: 1898.22 ms [2022-04-15 12:42:00 main:574] : INFO : Epoch 1659 | loss: 0.0311134 | val_loss: 0.0311405 | Time: 1825.41 ms [2022-04-15 12:42:02 main:574] : INFO : Epoch 1660 | loss: 0.0311133 | val_loss: 0.0311435 | Time: 1856.28 ms [2022-04-15 12:42:04 main:574] : INFO : Epoch 1661 | loss: 0.0311144 | val_loss: 0.031144 | Time: 1855.72 ms [2022-04-15 12:42:06 main:574] : INFO : Epoch 1662 | loss: 0.0311122 | val_loss: 0.031143 | Time: 1832.64 ms [2022-04-15 12:42:08 main:574] : INFO : Epoch 1663 | loss: 0.031111 | val_loss: 0.0311421 | Time: 1834.93 ms [2022-04-15 12:42:10 main:574] : INFO : Epoch 1664 | loss: 0.0311103 | val_loss: 0.0311403 | Time: 1887.33 ms [2022-04-15 12:42:12 main:574] : INFO : Epoch 1665 | loss: 0.0311114 | val_loss: 0.0311418 | Time: 1926.09 ms [2022-04-15 12:42:13 main:574] : INFO : Epoch 1666 | loss: 0.0311112 | val_loss: 0.0311468 | Time: 1912.02 ms [2022-04-15 12:42:15 main:574] : INFO : Epoch 1667 | loss: 0.031113 | val_loss: 0.0311393 | Time: 1860.54 ms [2022-04-15 12:42:17 main:574] : INFO : Epoch 1668 | loss: 0.0311135 | val_loss: 0.0311426 | Time: 1881.52 ms [2022-04-15 12:42:19 main:574] : INFO : Epoch 1669 | loss: 0.0311192 | val_loss: 0.0311554 | Time: 1895.35 ms [2022-04-15 12:42:21 main:574] : INFO : Epoch 1670 | loss: 0.0311187 | val_loss: 0.0311436 | Time: 1903.59 ms [2022-04-15 12:42:23 main:574] : INFO : Epoch 1671 | loss: 0.0311137 | val_loss: 0.0311431 | Time: 1878.21 ms [2022-04-15 12:42:25 main:574] : INFO : Epoch 1672 | loss: 0.0311129 | val_loss: 0.031144 | Time: 1881.97 ms [2022-04-15 12:42:27 main:574] : INFO : Epoch 1673 | loss: 0.0311125 | val_loss: 0.0311458 | Time: 1870.24 ms [2022-04-15 12:42:29 main:574] : INFO : Epoch 1674 | loss: 0.0311137 | val_loss: 0.0311403 | Time: 1865.05 ms [2022-04-15 12:42:30 main:574] : INFO : Epoch 1675 | loss: 0.0311118 | val_loss: 0.0311431 | Time: 1873.97 ms [2022-04-15 12:42:32 main:574] : INFO : Epoch 1676 | loss: 0.0311134 | val_loss: 0.0311465 | Time: 1881.7 ms [2022-04-15 12:42:34 main:574] : INFO : Epoch 1677 | loss: 0.0311119 | val_loss: 0.0311445 | Time: 1873.49 ms [2022-04-15 12:42:36 main:574] : INFO : Epoch 1678 | loss: 0.0311106 | val_loss: 0.0311458 | Time: 1871.03 ms [2022-04-15 12:42:38 main:574] : INFO : Epoch 1679 | loss: 0.0311109 | val_loss: 0.0311492 | Time: 1873.19 ms [2022-04-15 12:42:40 main:574] : INFO : Epoch 1680 | loss: 0.0311126 | val_loss: 0.0311454 | Time: 1883.82 ms [2022-04-15 12:42:42 main:574] : INFO : Epoch 1681 | loss: 0.0311119 | val_loss: 0.0311515 | Time: 1844.55 ms [2022-04-15 12:42:44 main:574] : INFO : Epoch 1682 | loss: 0.0311158 | val_loss: 0.0311466 | Time: 1827.15 ms [2022-04-15 12:42:45 main:574] : INFO : Epoch 1683 | loss: 0.0311121 | val_loss: 0.031147 | Time: 1837.77 ms [2022-04-15 12:42:47 main:574] : INFO : Epoch 1684 | loss: 0.0311097 | val_loss: 0.031143 | Time: 1842.71 ms [2022-04-15 12:42:49 main:574] : INFO : Epoch 1685 | loss: 0.0311084 | val_loss: 0.031145 | Time: 1837.55 ms [2022-04-15 12:42:51 main:574] : INFO : Epoch 1686 | loss: 0.0311145 | val_loss: 0.0311499 | Time: 1848.26 ms [2022-04-15 12:42:53 main:574] : INFO : Epoch 1687 | loss: 0.0311104 | val_loss: 0.0311472 | Time: 1829.89 ms [2022-04-15 12:42:55 main:574] : INFO : Epoch 1688 | loss: 0.0311114 | val_loss: 0.0311402 | Time: 1833.69 ms [2022-04-15 12:42:56 main:574] : INFO : Epoch 1689 | loss: 0.0311158 | val_loss: 0.0311455 | Time: 1836.58 ms [2022-04-15 12:42:58 main:574] : INFO : Epoch 1690 | loss: 0.0311147 | val_loss: 0.0311436 | Time: 1837.59 ms [2022-04-15 12:43:00 main:574] : INFO : Epoch 1691 | loss: 0.0311141 | val_loss: 0.0311473 | Time: 1841.81 ms [2022-04-15 12:43:02 main:574] : INFO : Epoch 1692 | loss: 0.0311164 | val_loss: 0.0311449 | Time: 1849.77 ms [2022-04-15 12:43:04 main:574] : INFO : Epoch 1693 | loss: 0.0311161 | val_loss: 0.03114 | Time: 1847.02 ms [2022-04-15 12:43:06 main:574] : INFO : Epoch 1694 | loss: 0.03111 | val_loss: 0.0311446 | Time: 1833.06 ms [2022-04-15 12:43:08 main:574] : INFO : Epoch 1695 | loss: 0.0311095 | val_loss: 0.0311406 | Time: 1839.49 ms [2022-04-15 12:43:09 main:574] : INFO : Epoch 1696 | loss: 0.0311107 | val_loss: 0.0311405 | Time: 1851.31 ms [2022-04-15 12:43:11 main:574] : INFO : Epoch 1697 | loss: 0.0311095 | val_loss: 0.0311405 | Time: 1829.27 ms [2022-04-15 12:43:13 main:574] : INFO : Epoch 1698 | loss: 0.0311109 | val_loss: 0.0311415 | Time: 1837.93 ms [2022-04-15 12:43:15 main:574] : INFO : Epoch 1699 | loss: 0.031115 | val_loss: 0.0311407 | Time: 1836.14 ms [2022-04-15 12:43:17 main:574] : INFO : Epoch 1700 | loss: 0.0311173 | val_loss: 0.0311436 | Time: 1836.52 ms [2022-04-15 12:43:19 main:574] : INFO : Epoch 1701 | loss: 0.0311192 | val_loss: 0.0311421 | Time: 1837.84 ms [2022-04-15 12:43:21 main:574] : INFO : Epoch 1702 | loss: 0.0311168 | val_loss: 0.0311427 | Time: 1837.85 ms [2022-04-15 12:43:22 main:574] : INFO : Epoch 1703 | loss: 0.0311132 | val_loss: 0.0311421 | Time: 1838.27 ms [2022-04-15 12:43:24 main:574] : INFO : Epoch 1704 | loss: 0.0311268 | val_loss: 0.0311563 | Time: 1872.17 ms [2022-04-15 12:43:26 main:574] : INFO : Epoch 1705 | loss: 0.0311428 | val_loss: 0.031158 | Time: 1842.47 ms [2022-04-15 12:43:28 main:574] : INFO : Epoch 1706 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 1847.64 ms [2022-04-15 12:43:30 main:574] : INFO : Epoch 1707 | loss: 0.0311339 | val_loss: 0.0311537 | Time: 1841.98 ms [2022-04-15 12:43:32 main:574] : INFO : Epoch 1708 | loss: 0.0311362 | val_loss: 0.0311599 | Time: 1842.25 ms [2022-04-15 12:43:34 main:574] : INFO : Epoch 1709 | loss: 0.03113 | val_loss: 0.0311469 | Time: 1846.86 ms [2022-04-15 12:43:35 main:574] : INFO : Epoch 1710 | loss: 0.0311272 | val_loss: 0.0311499 | Time: 1838.68 ms [2022-04-15 12:43:37 main:574] : INFO : Epoch 1711 | loss: 0.0311249 | val_loss: 0.0311458 | Time: 1841.21 ms [2022-04-15 12:43:39 main:574] : INFO : Epoch 1712 | loss: 0.0311238 | val_loss: 0.0311442 | Time: 1840.7 ms [2022-04-15 12:43:41 main:574] : INFO : Epoch 1713 | loss: 0.0311223 | val_loss: 0.031143 | Time: 1832.76 ms [2022-04-15 12:43:43 main:574] : INFO : Epoch 1714 | loss: 0.0311219 | val_loss: 0.0311445 | Time: 1836.6 ms [2022-04-15 12:43:45 main:574] : INFO : Epoch 1715 | loss: 0.0311198 | val_loss: 0.0311427 | Time: 1847.75 ms [2022-04-15 12:43:46 main:574] : INFO : Epoch 1716 | loss: 0.0311202 | val_loss: 0.0311396 | Time: 1843.53 ms [2022-04-15 12:43:48 main:574] : INFO : Epoch 1717 | loss: 0.0311173 | val_loss: 0.0311385 | Time: 1833.39 ms [2022-04-15 12:43:50 main:574] : INFO : Epoch 1718 | loss: 0.0311166 | val_loss: 0.03114 | Time: 1841.6 ms [2022-04-15 12:43:52 main:574] : INFO : Epoch 1719 | loss: 0.0311166 | val_loss: 0.0311416 | Time: 1833.58 ms [2022-04-15 12:43:54 main:574] : INFO : Epoch 1720 | loss: 0.0311154 | val_loss: 0.0311436 | Time: 1835.55 ms [2022-04-15 12:43:56 main:574] : INFO : Epoch 1721 | loss: 0.0311178 | val_loss: 0.0311489 | Time: 1837.95 ms [2022-04-15 12:43:58 main:574] : INFO : Epoch 1722 | loss: 0.0311184 | val_loss: 0.0311454 | Time: 1844.02 ms [2022-04-15 12:43:59 main:574] : INFO : Epoch 1723 | loss: 0.0311166 | val_loss: 0.0311411 | Time: 1848.95 ms [2022-04-15 12:44:01 main:574] : INFO : Epoch 1724 | loss: 0.031117 | val_loss: 0.0311436 | Time: 1844.1 ms [2022-04-15 12:44:03 main:574] : INFO : Epoch 1725 | loss: 0.0311189 | val_loss: 0.0311431 | Time: 1838.54 ms [2022-04-15 12:44:05 main:574] : INFO : Epoch 1726 | loss: 0.0311184 | val_loss: 0.0311421 | Time: 1838.54 ms [2022-04-15 12:44:07 main:574] : INFO : Epoch 1727 | loss: 0.0311165 | val_loss: 0.0311401 | Time: 1836.72 ms [2022-04-15 12:44:09 main:574] : INFO : Epoch 1728 | loss: 0.0311152 | val_loss: 0.0311458 | Time: 1843.03 ms [2022-04-15 12:44:11 main:574] : INFO : Epoch 1729 | loss: 0.0311159 | val_loss: 0.0311479 | Time: 1834.37 ms [2022-04-15 12:44:12 main:574] : INFO : Epoch 1730 | loss: 0.0311162 | val_loss: 0.0311426 | Time: 1840.74 ms [2022-04-15 12:44:14 main:574] : INFO : Epoch 1731 | loss: 0.0311147 | val_loss: 0.0311418 | Time: 1842.36 ms [2022-04-15 12:44:16 main:574] : INFO : Epoch 1732 | loss: 0.0311158 | val_loss: 0.0311422 | Time: 1839.64 ms [2022-04-15 12:44:18 main:574] : INFO : Epoch 1733 | loss: 0.0311145 | val_loss: 0.0311398 | Time: 1837.1 ms [2022-04-15 12:44:20 main:574] : INFO : Epoch 1734 | loss: 0.0311115 | val_loss: 0.0311387 | Time: 1841.3 ms [2022-04-15 12:44:22 main:574] : INFO : Epoch 1735 | loss: 0.0311112 | val_loss: 0.0311414 | Time: 1832.23 ms [2022-04-15 12:44:23 main:574] : INFO : Epoch 1736 | loss: 0.0311132 | val_loss: 0.0311469 | Time: 1840.36 ms [2022-04-15 12:44:25 main:574] : INFO : Epoch 1737 | loss: 0.0311119 | val_loss: 0.0311449 | Time: 1847.79 ms [2022-04-15 12:44:27 main:574] : INFO : Epoch 1738 | loss: 0.0311104 | val_loss: 0.0311426 | Time: 1831.43 ms [2022-04-15 12:44:29 main:574] : INFO : Epoch 1739 | loss: 0.0311102 | val_loss: 0.0311446 | Time: 1855.08 ms [2022-04-15 12:44:31 main:574] : INFO : Epoch 1740 | loss: 0.0311085 | val_loss: 0.0311438 | Time: 1850 ms [2022-04-15 12:44:33 main:574] : INFO : Epoch 1741 | loss: 0.0311129 | val_loss: 0.0311485 | Time: 1851.23 ms [2022-04-15 12:44:35 main:574] : INFO : Epoch 1742 | loss: 0.0311147 | val_loss: 0.0311451 | Time: 1840.37 ms [2022-04-15 12:44:36 main:574] : INFO : Epoch 1743 | loss: 0.0311165 | val_loss: 0.0311432 | Time: 1834.32 ms [2022-04-15 12:44:38 main:574] : INFO : Epoch 1744 | loss: 0.0311179 | val_loss: 0.0311426 | Time: 1831.35 ms [2022-04-15 12:44:40 main:574] : INFO : Epoch 1745 | loss: 0.0311144 | val_loss: 0.0311424 | Time: 1834.76 ms [2022-04-15 12:44:42 main:574] : INFO : Epoch 1746 | loss: 0.0311124 | val_loss: 0.0311451 | Time: 1848.11 ms [2022-04-15 12:44:44 main:574] : INFO : Epoch 1747 | loss: 0.0311129 | val_loss: 0.0311418 | Time: 1829.65 ms [2022-04-15 12:44:46 main:574] : INFO : Epoch 1748 | loss: 0.0311127 | val_loss: 0.0311458 | Time: 1835.87 ms [2022-04-15 12:44:48 main:574] : INFO : Epoch 1749 | loss: 0.0311104 | val_loss: 0.0311407 | Time: 1834.63 ms [2022-04-15 12:44:49 main:574] : INFO : Epoch 1750 | loss: 0.031111 | val_loss: 0.0311416 | Time: 1834.28 ms [2022-04-15 12:44:51 main:574] : INFO : Epoch 1751 | loss: 0.0311124 | val_loss: 0.0311449 | Time: 1843.9 ms [2022-04-15 12:44:53 main:574] : INFO : Epoch 1752 | loss: 0.0311161 | val_loss: 0.0311445 | Time: 1836.69 ms [2022-04-15 12:44:55 main:574] : INFO : Epoch 1753 | loss: 0.0311149 | val_loss: 0.0311455 | Time: 1840.15 ms [2022-04-15 12:44:57 main:574] : INFO : Epoch 1754 | loss: 0.0311174 | val_loss: 0.0311401 | Time: 1843.87 ms [2022-04-15 12:44:59 main:574] : INFO : Epoch 1755 | loss: 0.0311177 | val_loss: 0.0311494 | Time: 1839.35 ms [2022-04-15 12:45:00 main:574] : INFO : Epoch 1756 | loss: 0.0311187 | val_loss: 0.0311434 | Time: 1855.98 ms [2022-04-15 12:45:02 main:574] : INFO : Epoch 1757 | loss: 0.0311161 | val_loss: 0.0311424 | Time: 1838.92 ms [2022-04-15 12:45:04 main:574] : INFO : Epoch 1758 | loss: 0.0311148 | val_loss: 0.0311418 | Time: 1850.94 ms [2022-04-15 12:45:06 main:574] : INFO : Epoch 1759 | loss: 0.0311147 | val_loss: 0.0311406 | Time: 1828 ms [2022-04-15 12:45:08 main:574] : INFO : Epoch 1760 | loss: 0.0311144 | val_loss: 0.0311418 | Time: 1836.86 ms [2022-04-15 12:45:10 main:574] : INFO : Epoch 1761 | loss: 0.0311156 | val_loss: 0.0311403 | Time: 1842.14 ms [2022-04-15 12:45:12 main:574] : INFO : Epoch 1762 | loss: 0.0311136 | val_loss: 0.031139 | Time: 1845.21 ms [2022-04-15 12:45:13 main:574] : INFO : Epoch 1763 | loss: 0.0311127 | val_loss: 0.0311411 | Time: 1821.95 ms [2022-04-15 12:45:15 main:574] : INFO : Epoch 1764 | loss: 0.0311157 | val_loss: 0.0311414 | Time: 1839.71 ms [2022-04-15 12:45:17 main:574] : INFO : Epoch 1765 | loss: 0.0311164 | val_loss: 0.0311423 | Time: 1840.03 ms [2022-04-15 12:45:19 main:574] : INFO : Epoch 1766 | loss: 0.0311142 | val_loss: 0.0311397 | Time: 1832.29 ms [2022-04-15 12:45:21 main:574] : INFO : Epoch 1767 | loss: 0.0311136 | val_loss: 0.0311442 | Time: 1832.29 ms [2022-04-15 12:45:23 main:574] : INFO : Epoch 1768 | loss: 0.0311111 | val_loss: 0.0311453 | Time: 1891.78 ms [2022-04-15 12:45:25 main:574] : INFO : Epoch 1769 | loss: 0.0311123 | val_loss: 0.0311459 | Time: 1844.44 ms [2022-04-15 12:45:26 main:574] : INFO : Epoch 1770 | loss: 0.0311125 | val_loss: 0.0311491 | Time: 1875.32 ms [2022-04-15 12:45:29 main:574] : INFO : Epoch 1771 | loss: 0.0311132 | val_loss: 0.0311441 | Time: 2085.31 ms [2022-04-15 12:45:31 main:574] : INFO : Epoch 1772 | loss: 0.0311125 | val_loss: 0.0311418 | Time: 2006.86 ms [2022-04-15 12:45:33 main:574] : INFO : Epoch 1773 | loss: 0.0311127 | val_loss: 0.031139 | Time: 1953.48 ms [2022-04-15 12:45:34 main:574] : INFO : Epoch 1774 | loss: 0.0311118 | val_loss: 0.0311424 | Time: 1920.34 ms [2022-04-15 12:45:36 main:574] : INFO : Epoch 1775 | loss: 0.0311127 | val_loss: 0.0311406 | Time: 1925.06 ms [2022-04-15 12:45:38 main:574] : INFO : Epoch 1776 | loss: 0.0311104 | val_loss: 0.0311422 | Time: 1910.73 ms [2022-04-15 12:45:40 main:574] : INFO : Epoch 1777 | loss: 0.0311122 | val_loss: 0.031141 | Time: 1927.14 ms [2022-04-15 12:45:42 main:574] : INFO : Epoch 1778 | loss: 0.0311121 | val_loss: 0.0311422 | Time: 1897.36 ms [2022-04-15 12:45:44 main:574] : INFO : Epoch 1779 | loss: 0.0311093 | val_loss: 0.0311405 | Time: 1902.43 ms [2022-04-15 12:45:46 main:574] : INFO : Epoch 1780 | loss: 0.0311091 | val_loss: 0.0311422 | Time: 1904.64 ms [2022-04-15 12:45:48 main:574] : INFO : Epoch 1781 | loss: 0.0311113 | val_loss: 0.0311372 | Time: 1949.64 ms [2022-04-15 12:45:50 main:574] : INFO : Epoch 1782 | loss: 0.0311106 | val_loss: 0.0311411 | Time: 1917.13 ms [2022-04-15 12:45:52 main:574] : INFO : Epoch 1783 | loss: 0.0311141 | val_loss: 0.0311395 | Time: 1898.31 ms [2022-04-15 12:45:54 main:574] : INFO : Epoch 1784 | loss: 0.0311148 | val_loss: 0.0311405 | Time: 1893.44 ms [2022-04-15 12:45:56 main:574] : INFO : Epoch 1785 | loss: 0.0311139 | val_loss: 0.0311404 | Time: 1906.5 ms [2022-04-15 12:45:58 main:574] : INFO : Epoch 1786 | loss: 0.0311134 | val_loss: 0.0311408 | Time: 2084.34 ms [2022-04-15 12:46:00 main:574] : INFO : Epoch 1787 | loss: 0.0311176 | val_loss: 0.0311363 | Time: 1867.9 ms [2022-04-15 12:46:01 main:574] : INFO : Epoch 1788 | loss: 0.0311153 | val_loss: 0.0311346 | Time: 1868.41 ms [2022-04-15 12:46:03 main:574] : INFO : Epoch 1789 | loss: 0.0311131 | val_loss: 0.0311386 | Time: 1826.83 ms [2022-04-15 12:46:05 main:574] : INFO : Epoch 1790 | loss: 0.031111 | val_loss: 0.0311401 | Time: 1839.03 ms [2022-04-15 12:46:07 main:574] : INFO : Epoch 1791 | loss: 0.0311128 | val_loss: 0.0311376 | Time: 1839.09 ms [2022-04-15 12:46:09 main:574] : INFO : Epoch 1792 | loss: 0.0311111 | val_loss: 0.0311377 | Time: 1838.4 ms [2022-04-15 12:46:11 main:574] : INFO : Epoch 1793 | loss: 0.0311109 | val_loss: 0.0311383 | Time: 1830.04 ms [2022-04-15 12:46:12 main:574] : INFO : Epoch 1794 | loss: 0.031111 | val_loss: 0.0311409 | Time: 1850.89 ms [2022-04-15 12:46:14 main:574] : INFO : Epoch 1795 | loss: 0.0311118 | val_loss: 0.0311381 | Time: 1834.44 ms [2022-04-15 12:46:16 main:574] : INFO : Epoch 1796 | loss: 0.0311096 | val_loss: 0.0311419 | Time: 1837.39 ms [2022-04-15 12:46:18 main:574] : INFO : Epoch 1797 | loss: 0.0311118 | val_loss: 0.0311425 | Time: 1859.37 ms [2022-04-15 12:46:20 main:574] : INFO : Epoch 1798 | loss: 0.0311127 | val_loss: 0.0311386 | Time: 1861.92 ms [2022-04-15 12:46:22 main:574] : INFO : Epoch 1799 | loss: 0.0311077 | val_loss: 0.0311441 | Time: 1810.06 ms [2022-04-15 12:46:24 main:574] : INFO : Epoch 1800 | loss: 0.0311104 | val_loss: 0.0311393 | Time: 1796.47 ms [2022-04-15 12:46:25 main:574] : INFO : Epoch 1801 | loss: 0.0311114 | val_loss: 0.0311384 | Time: 1770.17 ms [2022-04-15 12:46:27 main:574] : INFO : Epoch 1802 | loss: 0.0311119 | val_loss: 0.0311393 | Time: 1777.25 ms [2022-04-15 12:46:29 main:574] : INFO : Epoch 1803 | loss: 0.0311124 | val_loss: 0.0311386 | Time: 1763.92 ms [2022-04-15 12:46:31 main:574] : INFO : Epoch 1804 | loss: 0.0311097 | val_loss: 0.0311392 | Time: 1776.86 ms [2022-04-15 12:46:32 main:574] : INFO : Epoch 1805 | loss: 0.0311099 | val_loss: 0.0311443 | Time: 1766.31 ms [2022-04-15 12:46:34 main:574] : INFO : Epoch 1806 | loss: 0.0311098 | val_loss: 0.0311401 | Time: 1768.03 ms [2022-04-15 12:46:36 main:574] : INFO : Epoch 1807 | loss: 0.0311095 | val_loss: 0.0311418 | Time: 1787.11 ms [2022-04-15 12:46:38 main:574] : INFO : Epoch 1808 | loss: 0.0311086 | val_loss: 0.0311386 | Time: 1773.13 ms [2022-04-15 12:46:40 main:574] : INFO : Epoch 1809 | loss: 0.0311095 | val_loss: 0.031138 | Time: 1790.81 ms [2022-04-15 12:46:41 main:574] : INFO : Epoch 1810 | loss: 0.0311109 | val_loss: 0.0311373 | Time: 1804.66 ms [2022-04-15 12:46:43 main:574] : INFO : Epoch 1811 | loss: 0.0311099 | val_loss: 0.0311397 | Time: 1801.58 ms [2022-04-15 12:46:45 main:574] : INFO : Epoch 1812 | loss: 0.0311121 | val_loss: 0.031142 | Time: 1779.99 ms [2022-04-15 12:46:47 main:574] : INFO : Epoch 1813 | loss: 0.0311098 | val_loss: 0.0311407 | Time: 1776.39 ms [2022-04-15 12:46:49 main:574] : INFO : Epoch 1814 | loss: 0.0311078 | val_loss: 0.0311439 | Time: 1766.91 ms [2022-04-15 12:46:50 main:574] : INFO : Epoch 1815 | loss: 0.0311105 | val_loss: 0.0311424 | Time: 1778.61 ms [2022-04-15 12:46:52 main:574] : INFO : Epoch 1816 | loss: 0.0311121 | val_loss: 0.0311453 | Time: 1773.19 ms [2022-04-15 12:46:54 main:574] : INFO : Epoch 1817 | loss: 0.0311108 | val_loss: 0.0311418 | Time: 1761.64 ms [2022-04-15 12:46:56 main:574] : INFO : Epoch 1818 | loss: 0.0311106 | val_loss: 0.0311426 | Time: 1768.1 ms [2022-04-15 12:46:57 main:574] : INFO : Epoch 1819 | loss: 0.0311128 | val_loss: 0.0311411 | Time: 1768.24 ms [2022-04-15 12:46:59 main:574] : INFO : Epoch 1820 | loss: 0.031113 | val_loss: 0.0311348 | Time: 1768.81 ms [2022-04-15 12:47:01 main:574] : INFO : Epoch 1821 | loss: 0.0311108 | val_loss: 0.0311356 | Time: 1772.57 ms [2022-04-15 12:47:03 main:574] : INFO : Epoch 1822 | loss: 0.0311123 | val_loss: 0.0311415 | Time: 1763.67 ms [2022-04-15 12:47:05 main:574] : INFO : Epoch 1823 | loss: 0.0311109 | val_loss: 0.0311416 | Time: 1768.1 ms [2022-04-15 12:47:06 main:574] : INFO : Epoch 1824 | loss: 0.0311105 | val_loss: 0.0311403 | Time: 1769.86 ms [2022-04-15 12:47:08 main:574] : INFO : Epoch 1825 | loss: 0.03111 | val_loss: 0.0311356 | Time: 1767.7 ms [2022-04-15 12:47:10 main:574] : INFO : Epoch 1826 | loss: 0.0311058 | val_loss: 0.0311394 | Time: 1768.14 ms [2022-04-15 12:47:12 main:574] : INFO : Epoch 1827 | loss: 0.0311053 | val_loss: 0.0311415 | Time: 1775.94 ms [2022-04-15 12:47:13 main:574] : INFO : Epoch 1828 | loss: 0.0311085 | val_loss: 0.0311384 | Time: 1781.05 ms [2022-04-15 12:47:15 main:574] : INFO : Epoch 1829 | loss: 0.0311084 | val_loss: 0.0311459 | Time: 1768.57 ms [2022-04-15 12:47:17 main:574] : INFO : Epoch 1830 | loss: 0.0311069 | val_loss: 0.0311462 | Time: 1771.93 ms [2022-04-15 12:47:19 main:574] : INFO : Epoch 1831 | loss: 0.031107 | val_loss: 0.0311405 | Time: 1767.03 ms [2022-04-15 12:47:21 main:574] : INFO : Epoch 1832 | loss: 0.0311068 | val_loss: 0.031145 | Time: 1766.86 ms [2022-04-15 12:47:22 main:574] : INFO : Epoch 1833 | loss: 0.031108 | val_loss: 0.0311408 | Time: 1768.97 ms [2022-04-15 12:47:24 main:574] : INFO : Epoch 1834 | loss: 0.0311131 | val_loss: 0.0311386 | Time: 1774.23 ms [2022-04-15 12:47:26 main:574] : INFO : Epoch 1835 | loss: 0.0311135 | val_loss: 0.0311417 | Time: 1772.9 ms [2022-04-15 12:47:28 main:574] : INFO : Epoch 1836 | loss: 0.0311142 | val_loss: 0.0311421 | Time: 1766.6 ms [2022-04-15 12:47:30 main:574] : INFO : Epoch 1837 | loss: 0.0311143 | val_loss: 0.0311393 | Time: 1772.82 ms [2022-04-15 12:47:31 main:574] : INFO : Epoch 1838 | loss: 0.031114 | val_loss: 0.0311439 | Time: 1770.88 ms [2022-04-15 12:47:33 main:574] : INFO : Epoch 1839 | loss: 0.0311155 | val_loss: 0.0311412 | Time: 1763.21 ms [2022-04-15 12:47:35 main:574] : INFO : Epoch 1840 | loss: 0.0311142 | val_loss: 0.0311422 | Time: 1775.79 ms [2022-04-15 12:47:37 main:574] : INFO : Epoch 1841 | loss: 0.0311117 | val_loss: 0.0311382 | Time: 1778.35 ms [2022-04-15 12:47:38 main:574] : INFO : Epoch 1842 | loss: 0.0311089 | val_loss: 0.0311397 | Time: 1770.67 ms [2022-04-15 12:47:40 main:574] : INFO : Epoch 1843 | loss: 0.0311127 | val_loss: 0.031143 | Time: 1775.77 ms [2022-04-15 12:47:42 main:574] : INFO : Epoch 1844 | loss: 0.0311099 | val_loss: 0.0311449 | Time: 1776.2 ms [2022-04-15 12:47:44 main:574] : INFO : Epoch 1845 | loss: 0.031107 | val_loss: 0.0311439 | Time: 1774.52 ms [2022-04-15 12:47:46 main:574] : INFO : Epoch 1846 | loss: 0.0311078 | val_loss: 0.0311441 | Time: 1776.53 ms [2022-04-15 12:47:47 main:574] : INFO : Epoch 1847 | loss: 0.0311059 | val_loss: 0.0311454 | Time: 1785.6 ms [2022-04-15 12:47:49 main:574] : INFO : Epoch 1848 | loss: 0.0311065 | val_loss: 0.0311429 | Time: 1805.56 ms [2022-04-15 12:47:51 main:574] : INFO : Epoch 1849 | loss: 0.031108 | val_loss: 0.0311439 | Time: 1793.76 ms [2022-04-15 12:47:53 main:574] : INFO : Epoch 1850 | loss: 0.0311177 | val_loss: 0.031153 | Time: 1772.52 ms [2022-04-15 12:47:55 main:574] : INFO : Epoch 1851 | loss: 0.031126 | val_loss: 0.0311518 | Time: 1778.58 ms [2022-04-15 12:47:56 main:574] : INFO : Epoch 1852 | loss: 0.0311309 | val_loss: 0.0311505 | Time: 1924.42 ms [2022-04-15 12:47:58 main:574] : INFO : Epoch 1853 | loss: 0.0311267 | val_loss: 0.0311473 | Time: 1873.81 ms [2022-04-15 12:48:00 main:574] : INFO : Epoch 1854 | loss: 0.0311239 | val_loss: 0.0311448 | Time: 1831.6 ms [2022-04-15 12:48:02 main:574] : INFO : Epoch 1855 | loss: 0.0311232 | val_loss: 0.0311487 | Time: 1840.81 ms [2022-04-15 12:48:04 main:574] : INFO : Epoch 1856 | loss: 0.0311244 | val_loss: 0.0311381 | Time: 1837.71 ms [2022-04-15 12:48:06 main:574] : INFO : Epoch 1857 | loss: 0.0311167 | val_loss: 0.0311411 | Time: 1835.52 ms [2022-04-15 12:48:08 main:574] : INFO : Epoch 1858 | loss: 0.0311176 | val_loss: 0.0311454 | Time: 1840.61 ms [2022-04-15 12:48:09 main:574] : INFO : Epoch 1859 | loss: 0.0311171 | val_loss: 0.0311415 | Time: 1841.95 ms [2022-04-15 12:48:11 main:574] : INFO : Epoch 1860 | loss: 0.031117 | val_loss: 0.0311382 | Time: 1851.01 ms [2022-04-15 12:48:13 main:574] : INFO : Epoch 1861 | loss: 0.0311163 | val_loss: 0.0311418 | Time: 1828.65 ms [2022-04-15 12:48:15 main:574] : INFO : Epoch 1862 | loss: 0.0311198 | val_loss: 0.0311392 | Time: 1839.26 ms [2022-04-15 12:48:17 main:574] : INFO : Epoch 1863 | loss: 0.0311159 | val_loss: 0.0311367 | Time: 1840.46 ms [2022-04-15 12:48:19 main:574] : INFO : Epoch 1864 | loss: 0.0311125 | val_loss: 0.0311402 | Time: 1836.53 ms [2022-04-15 12:48:21 main:574] : INFO : Epoch 1865 | loss: 0.0311176 | val_loss: 0.0311425 | Time: 1844.22 ms [2022-04-15 12:48:22 main:574] : INFO : Epoch 1866 | loss: 0.0311195 | val_loss: 0.0311439 | Time: 1844.81 ms [2022-04-15 12:48:24 main:574] : INFO : Epoch 1867 | loss: 0.0311166 | val_loss: 0.0311405 | Time: 1828.63 ms [2022-04-15 12:48:26 main:574] : INFO : Epoch 1868 | loss: 0.0311128 | val_loss: 0.0311397 | Time: 1838.41 ms [2022-04-15 12:48:28 main:574] : INFO : Epoch 1869 | loss: 0.0311158 | val_loss: 0.0311445 | Time: 1831.95 ms [2022-04-15 12:48:30 main:574] : INFO : Epoch 1870 | loss: 0.0311176 | val_loss: 0.0311398 | Time: 1843.64 ms [2022-04-15 12:48:32 main:574] : INFO : Epoch 1871 | loss: 0.0311169 | val_loss: 0.0311368 | Time: 1834.69 ms [2022-04-15 12:48:33 main:574] : INFO : Epoch 1872 | loss: 0.0311158 | val_loss: 0.0311377 | Time: 1839.23 ms [2022-04-15 12:48:35 main:574] : INFO : Epoch 1873 | loss: 0.031111 | val_loss: 0.0311462 | Time: 1838.34 ms [2022-04-15 12:48:37 main:574] : INFO : Epoch 1874 | loss: 0.0311111 | val_loss: 0.03114 | Time: 1826.6 ms [2022-04-15 12:48:39 main:574] : INFO : Epoch 1875 | loss: 0.03111 | val_loss: 0.031142 | Time: 1833.59 ms [2022-04-15 12:48:41 main:574] : INFO : Epoch 1876 | loss: 0.0311131 | val_loss: 0.0311396 | Time: 1837.56 ms [2022-04-15 12:48:43 main:574] : INFO : Epoch 1877 | loss: 0.0311116 | val_loss: 0.0311453 | Time: 1840.17 ms [2022-04-15 12:48:45 main:574] : INFO : Epoch 1878 | loss: 0.0311145 | val_loss: 0.0311448 | Time: 1847.35 ms [2022-04-15 12:48:46 main:574] : INFO : Epoch 1879 | loss: 0.0311104 | val_loss: 0.0311414 | Time: 1835.08 ms [2022-04-15 12:48:48 main:574] : INFO : Epoch 1880 | loss: 0.0311083 | val_loss: 0.0311386 | Time: 1838.71 ms [2022-04-15 12:48:50 main:574] : INFO : Epoch 1881 | loss: 0.0311085 | val_loss: 0.0311429 | Time: 1837.09 ms [2022-04-15 12:48:52 main:574] : INFO : Epoch 1882 | loss: 0.031108 | val_loss: 0.0311423 | Time: 1849.53 ms [2022-04-15 12:48:54 main:574] : INFO : Epoch 1883 | loss: 0.0311075 | val_loss: 0.0311423 | Time: 1863.68 ms [2022-04-15 12:48:56 main:574] : INFO : Epoch 1884 | loss: 0.0311058 | val_loss: 0.0311365 | Time: 1849.87 ms [2022-04-15 12:48:58 main:574] : INFO : Epoch 1885 | loss: 0.0311045 | val_loss: 0.0311418 | Time: 1853.35 ms [2022-04-15 12:48:59 main:574] : INFO : Epoch 1886 | loss: 0.0311044 | val_loss: 0.0311404 | Time: 1839.66 ms [2022-04-15 12:49:01 main:574] : INFO : Epoch 1887 | loss: 0.0311034 | val_loss: 0.0311417 | Time: 1833.9 ms [2022-04-15 12:49:03 main:574] : INFO : Epoch 1888 | loss: 0.0311044 | val_loss: 0.0311381 | Time: 1834.39 ms [2022-04-15 12:49:05 main:574] : INFO : Epoch 1889 | loss: 0.0311033 | val_loss: 0.0311422 | Time: 1830.39 ms [2022-04-15 12:49:07 main:574] : INFO : Epoch 1890 | loss: 0.0311038 | val_loss: 0.0311462 | Time: 1827.51 ms [2022-04-15 12:49:09 main:574] : INFO : Epoch 1891 | loss: 0.0311023 | val_loss: 0.0311403 | Time: 1831.07 ms [2022-04-15 12:49:10 main:574] : INFO : Epoch 1892 | loss: 0.0311044 | val_loss: 0.0311403 | Time: 1835.03 ms [2022-04-15 12:49:12 main:574] : INFO : Epoch 1893 | loss: 0.0311084 | val_loss: 0.0311452 | Time: 1844.06 ms [2022-04-15 12:49:14 main:574] : INFO : Epoch 1894 | loss: 0.0311077 | val_loss: 0.0311464 | Time: 1837.96 ms [2022-04-15 12:49:16 main:574] : INFO : Epoch 1895 | loss: 0.0311071 | val_loss: 0.0311449 | Time: 1838.19 ms [2022-04-15 12:49:18 main:574] : INFO : Epoch 1896 | loss: 0.0311062 | val_loss: 0.0311421 | Time: 1834.46 ms [2022-04-15 12:49:20 main:574] : INFO : Epoch 1897 | loss: 0.031106 | val_loss: 0.0311439 | Time: 1829.03 ms [2022-04-15 12:49:22 main:574] : INFO : Epoch 1898 | loss: 0.0311083 | val_loss: 0.0311425 | Time: 1842.28 ms [2022-04-15 12:49:23 main:574] : INFO : Epoch 1899 | loss: 0.0311084 | val_loss: 0.0311484 | Time: 1836.99 ms [2022-04-15 12:49:25 main:574] : INFO : Epoch 1900 | loss: 0.0311079 | val_loss: 0.0311454 | Time: 1839.13 ms [2022-04-15 12:49:27 main:574] : INFO : Epoch 1901 | loss: 0.0311072 | val_loss: 0.0311478 | Time: 1851.5 ms [2022-04-15 12:49:29 main:574] : INFO : Epoch 1902 | loss: 0.031107 | val_loss: 0.031141 | Time: 1830.03 ms [2022-04-15 12:49:31 main:574] : INFO : Epoch 1903 | loss: 0.0311057 | val_loss: 0.0311421 | Time: 1839.77 ms [2022-04-15 12:49:33 main:574] : INFO : Epoch 1904 | loss: 0.0311043 | val_loss: 0.031142 | Time: 1828.28 ms [2022-04-15 12:49:34 main:574] : INFO : Epoch 1905 | loss: 0.0311054 | val_loss: 0.031147 | Time: 1824.74 ms [2022-04-15 12:49:36 main:574] : INFO : Epoch 1906 | loss: 0.0311063 | val_loss: 0.0311418 | Time: 1846.63 ms [2022-04-15 12:49:38 main:574] : INFO : Epoch 1907 | loss: 0.0311043 | val_loss: 0.0311428 | Time: 1837.95 ms [2022-04-15 12:49:40 main:574] : INFO : Epoch 1908 | loss: 0.0311055 | val_loss: 0.0311464 | Time: 1836.08 ms [2022-04-15 12:49:42 main:574] : INFO : Epoch 1909 | loss: 0.0311084 | val_loss: 0.0311388 | Time: 1843.69 ms [2022-04-15 12:49:44 main:574] : INFO : Epoch 1910 | loss: 0.0311101 | val_loss: 0.0311354 | Time: 1831.97 ms [2022-04-15 12:49:46 main:574] : INFO : Epoch 1911 | loss: 0.03111 | val_loss: 0.031139 | Time: 1837.17 ms [2022-04-15 12:49:47 main:574] : INFO : Epoch 1912 | loss: 0.0311094 | val_loss: 0.0311354 | Time: 1836.27 ms [2022-04-15 12:49:49 main:574] : INFO : Epoch 1913 | loss: 0.0311104 | val_loss: 0.0311357 | Time: 1831.09 ms [2022-04-15 12:49:51 main:574] : INFO : Epoch 1914 | loss: 0.0311403 | val_loss: 0.0314162 | Time: 1835.67 ms [2022-04-15 12:49:53 main:574] : INFO : Epoch 1915 | loss: 0.0357126 | val_loss: 0.0602064 | Time: 1934.13 ms [2022-04-15 12:49:55 main:574] : INFO : Epoch 1916 | loss: 0.035451 | val_loss: 0.0320797 | Time: 1846.16 ms [2022-04-15 12:49:57 main:574] : INFO : Epoch 1917 | loss: 0.0315035 | val_loss: 0.0313282 | Time: 1842.51 ms [2022-04-15 12:49:59 main:574] : INFO : Epoch 1918 | loss: 0.0312857 | val_loss: 0.0312558 | Time: 1843.61 ms [2022-04-15 12:50:00 main:574] : INFO : Epoch 1919 | loss: 0.0312481 | val_loss: 0.0312389 | Time: 1848.48 ms [2022-04-15 12:50:02 main:574] : INFO : Epoch 1920 | loss: 0.0312352 | val_loss: 0.0312302 | Time: 1865.64 ms [2022-04-15 12:50:04 main:574] : INFO : Epoch 1921 | loss: 0.0312265 | val_loss: 0.0312223 | Time: 1837.52 ms [2022-04-15 12:50:06 main:574] : INFO : Epoch 1922 | loss: 0.0312191 | val_loss: 0.0312127 | Time: 1833.77 ms [2022-04-15 12:50:08 main:574] : INFO : Epoch 1923 | loss: 0.0312115 | val_loss: 0.0312049 | Time: 1838.56 ms [2022-04-15 12:50:10 main:574] : INFO : Epoch 1924 | loss: 0.0312076 | val_loss: 0.0311982 | Time: 1836.42 ms [2022-04-15 12:50:12 main:574] : INFO : Epoch 1925 | loss: 0.0312042 | val_loss: 0.0312303 | Time: 1838.22 ms [2022-04-15 12:50:13 main:574] : INFO : Epoch 1926 | loss: 0.0312038 | val_loss: 0.0311903 | Time: 1838.17 ms [2022-04-15 12:50:15 main:574] : INFO : Epoch 1927 | loss: 0.031193 | val_loss: 0.0311899 | Time: 1835.73 ms [2022-04-15 12:50:17 main:574] : INFO : Epoch 1928 | loss: 0.0311915 | val_loss: 0.031181 | Time: 1832.23 ms [2022-04-15 12:50:19 main:574] : INFO : Epoch 1929 | loss: 0.0311798 | val_loss: 0.0311966 | Time: 1838.26 ms [2022-04-15 12:50:21 main:574] : INFO : Epoch 1930 | loss: 0.0311785 | val_loss: 0.0311682 | Time: 1835.24 ms [2022-04-15 12:50:23 main:574] : INFO : Epoch 1931 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1825.2 ms [2022-04-15 12:50:24 main:574] : INFO : Epoch 1932 | loss: 0.0311716 | val_loss: 0.031185 | Time: 1836.96 ms [2022-04-15 12:50:26 main:574] : INFO : Epoch 1933 | loss: 0.03117 | val_loss: 0.0311658 | Time: 1831.33 ms [2022-04-15 12:50:28 main:574] : INFO : Epoch 1934 | loss: 0.0311631 | val_loss: 0.0311597 | Time: 1839.01 ms [2022-04-15 12:50:30 main:574] : INFO : Epoch 1935 | loss: 0.0311598 | val_loss: 0.0311601 | Time: 1827.42 ms [2022-04-15 12:50:32 main:574] : INFO : Epoch 1936 | loss: 0.0311607 | val_loss: 0.0311591 | Time: 1835.15 ms [2022-04-15 12:50:34 main:574] : INFO : Epoch 1937 | loss: 0.0311579 | val_loss: 0.0311585 | Time: 1827.75 ms [2022-04-15 12:50:36 main:574] : INFO : Epoch 1938 | loss: 0.0311605 | val_loss: 0.0311624 | Time: 1840.33 ms [2022-04-15 12:50:37 main:574] : INFO : Epoch 1939 | loss: 0.0311566 | val_loss: 0.0311577 | Time: 1835.08 ms [2022-04-15 12:50:39 main:574] : INFO : Epoch 1940 | loss: 0.0311592 | val_loss: 0.0311568 | Time: 1833.68 ms [2022-04-15 12:50:41 main:574] : INFO : Epoch 1941 | loss: 0.031155 | val_loss: 0.031155 | Time: 1843.66 ms [2022-04-15 12:50:43 main:574] : INFO : Epoch 1942 | loss: 0.0311526 | val_loss: 0.0311581 | Time: 1843.78 ms [2022-04-15 12:50:45 main:574] : INFO : Epoch 1943 | loss: 0.0311541 | val_loss: 0.0311549 | Time: 1841.97 ms [2022-04-15 12:50:47 main:574] : INFO : Epoch 1944 | loss: 0.0311506 | val_loss: 0.0311555 | Time: 1834.11 ms [2022-04-15 12:50:48 main:574] : INFO : Epoch 1945 | loss: 0.0311557 | val_loss: 0.0311574 | Time: 1833.16 ms [2022-04-15 12:50:50 main:574] : INFO : Epoch 1946 | loss: 0.0311516 | val_loss: 0.031157 | Time: 1838.63 ms [2022-04-15 12:50:52 main:574] : INFO : Epoch 1947 | loss: 0.0311508 | val_loss: 0.0311583 | Time: 1833.39 ms [2022-04-15 12:50:54 main:574] : INFO : Epoch 1948 | loss: 0.0311558 | val_loss: 0.031153 | Time: 1826.19 ms [2022-04-15 12:50:56 main:574] : INFO : Epoch 1949 | loss: 0.0311499 | val_loss: 0.0311649 | Time: 1853.06 ms [2022-04-15 12:50:58 main:574] : INFO : Epoch 1950 | loss: 0.0311516 | val_loss: 0.0311525 | Time: 1839.45 ms [2022-04-15 12:51:00 main:574] : INFO : Epoch 1951 | loss: 0.0311514 | val_loss: 0.0311522 | Time: 1838.75 ms [2022-04-15 12:51:01 main:574] : INFO : Epoch 1952 | loss: 0.0311465 | val_loss: 0.0311527 | Time: 1837.75 ms [2022-04-15 12:51:03 main:574] : INFO : Epoch 1953 | loss: 0.031149 | val_loss: 0.0311506 | Time: 1828.53 ms [2022-04-15 12:51:05 main:574] : INFO : Epoch 1954 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 1850.81 ms [2022-04-15 12:51:07 main:574] : INFO : Epoch 1955 | loss: 0.0311545 | val_loss: 0.0311588 | Time: 1850.3 ms [2022-04-15 12:51:09 main:574] : INFO : Epoch 1956 | loss: 0.0311487 | val_loss: 0.0311493 | Time: 1837.09 ms [2022-04-15 12:51:11 main:574] : INFO : Epoch 1957 | loss: 0.0311446 | val_loss: 0.0311487 | Time: 1844.39 ms [2022-04-15 12:51:13 main:574] : INFO : Epoch 1958 | loss: 0.0311453 | val_loss: 0.0311492 | Time: 1836.54 ms [2022-04-15 12:51:14 main:574] : INFO : Epoch 1959 | loss: 0.0311483 | val_loss: 0.0311512 | Time: 1843.6 ms [2022-04-15 12:51:16 main:574] : INFO : Epoch 1960 | loss: 0.0311461 | val_loss: 0.0311571 | Time: 1837.57 ms [2022-04-15 12:51:18 main:574] : INFO : Epoch 1961 | loss: 0.0311506 | val_loss: 0.0311534 | Time: 1842.19 ms [2022-04-15 12:51:20 main:574] : INFO : Epoch 1962 | loss: 0.0311492 | val_loss: 0.0311483 | Time: 1836.02 ms [2022-04-15 12:51:22 main:574] : INFO : Epoch 1963 | loss: 0.0311455 | val_loss: 0.0311483 | Time: 1834.36 ms [2022-04-15 12:51:24 main:574] : INFO : Epoch 1964 | loss: 0.0311429 | val_loss: 0.0311482 | Time: 1839.53 ms [2022-04-15 12:51:25 main:574] : INFO : Epoch 1965 | loss: 0.0311416 | val_loss: 0.0311467 | Time: 1846.55 ms [2022-04-15 12:51:27 main:574] : INFO : Epoch 1966 | loss: 0.0311445 | val_loss: 0.0311573 | Time: 1838.41 ms [2022-04-15 12:51:29 main:574] : INFO : Epoch 1967 | loss: 0.031147 | val_loss: 0.0311575 | Time: 1846.61 ms [2022-04-15 12:51:31 main:574] : INFO : Epoch 1968 | loss: 0.0311439 | val_loss: 0.0311472 | Time: 1848.9 ms [2022-04-15 12:51:33 main:574] : INFO : Epoch 1969 | loss: 0.0311434 | val_loss: 0.0311551 | Time: 1838.13 ms [2022-04-15 12:51:35 main:574] : INFO : Epoch 1970 | loss: 0.0311421 | val_loss: 0.0311477 | Time: 1852.69 ms [2022-04-15 12:51:37 main:574] : INFO : Epoch 1971 | loss: 0.0311413 | val_loss: 0.0311472 | Time: 1826.6 ms [2022-04-15 12:51:38 main:574] : INFO : Epoch 1972 | loss: 0.0311402 | val_loss: 0.0311483 | Time: 1834.18 ms [2022-04-15 12:51:40 main:574] : INFO : Epoch 1973 | loss: 0.0311404 | val_loss: 0.0311481 | Time: 1832.53 ms [2022-04-15 12:51:42 main:574] : INFO : Epoch 1974 | loss: 0.0311399 | val_loss: 0.0311495 | Time: 1839.62 ms [2022-04-15 12:51:44 main:574] : INFO : Epoch 1975 | loss: 0.0311401 | val_loss: 0.0311477 | Time: 1832.42 ms [2022-04-15 12:51:46 main:574] : INFO : Epoch 1976 | loss: 0.0311397 | val_loss: 0.0311468 | Time: 1844.79 ms [2022-04-15 12:51:48 main:574] : INFO : Epoch 1977 | loss: 0.0311392 | val_loss: 0.031152 | Time: 1843.45 ms [2022-04-15 12:51:50 main:574] : INFO : Epoch 1978 | loss: 0.031142 | val_loss: 0.0311568 | Time: 1837.26 ms [2022-04-15 12:51:51 main:574] : INFO : Epoch 1979 | loss: 0.03114 | val_loss: 0.0311492 | Time: 1835.97 ms [2022-04-15 12:51:53 main:574] : INFO : Epoch 1980 | loss: 0.0311403 | val_loss: 0.031146 | Time: 1823.85 ms [2022-04-15 12:51:55 main:574] : INFO : Epoch 1981 | loss: 0.0311369 | val_loss: 0.0311451 | Time: 1839.54 ms [2022-04-15 12:51:57 main:574] : INFO : Epoch 1982 | loss: 0.0311347 | val_loss: 0.0311443 | Time: 1844.94 ms [2022-04-15 12:51:59 main:574] : INFO : Epoch 1983 | loss: 0.0311314 | val_loss: 0.0311435 | Time: 1835.47 ms [2022-04-15 12:52:01 main:574] : INFO : Epoch 1984 | loss: 0.0311322 | val_loss: 0.0311524 | Time: 1825.27 ms [2022-04-15 12:52:02 main:574] : INFO : Epoch 1985 | loss: 0.0311296 | val_loss: 0.0311433 | Time: 1837.68 ms [2022-04-15 12:52:04 main:574] : INFO : Epoch 1986 | loss: 0.0311288 | val_loss: 0.0311432 | Time: 1843.55 ms [2022-04-15 12:52:06 main:574] : INFO : Epoch 1987 | loss: 0.0311272 | val_loss: 0.0311451 | Time: 1838.2 ms [2022-04-15 12:52:08 main:574] : INFO : Epoch 1988 | loss: 0.0311257 | val_loss: 0.0311434 | Time: 1837.2 ms [2022-04-15 12:52:10 main:574] : INFO : Epoch 1989 | loss: 0.0311259 | val_loss: 0.0311424 | Time: 1853.09 ms [2022-04-15 12:52:12 main:574] : INFO : Epoch 1990 | loss: 0.0311265 | val_loss: 0.0311431 | Time: 1867.57 ms [2022-04-15 12:52:14 main:574] : INFO : Epoch 1991 | loss: 0.0311266 | val_loss: 0.0311466 | Time: 1847.49 ms [2022-04-15 12:52:15 main:574] : INFO : Epoch 1992 | loss: 0.0311264 | val_loss: 0.0311466 | Time: 1837.11 ms [2022-04-15 12:52:17 main:574] : INFO : Epoch 1993 | loss: 0.0311269 | val_loss: 0.0311448 | Time: 1838.36 ms [2022-04-15 12:52:19 main:574] : INFO : Epoch 1994 | loss: 0.031123 | val_loss: 0.0311456 | Time: 1839.64 ms [2022-04-15 12:52:21 main:574] : INFO : Epoch 1995 | loss: 0.0311246 | val_loss: 0.0311442 | Time: 1838.29 ms [2022-04-15 12:52:23 main:574] : INFO : Epoch 1996 | loss: 0.0311278 | val_loss: 0.0311458 | Time: 1842.56 ms [2022-04-15 12:52:25 main:574] : INFO : Epoch 1997 | loss: 0.0311246 | val_loss: 0.0311448 | Time: 1829.12 ms [2022-04-15 12:52:26 main:574] : INFO : Epoch 1998 | loss: 0.0311254 | val_loss: 0.0311442 | Time: 1825.17 ms [2022-04-15 12:52:28 main:574] : INFO : Epoch 1999 | loss: 0.0311233 | val_loss: 0.0311481 | Time: 1851.94 ms [2022-04-15 12:52:30 main:574] : INFO : Epoch 2000 | loss: 0.0311228 | val_loss: 0.0311477 | Time: 1843.16 ms [2022-04-15 12:52:32 main:574] : INFO : Epoch 2001 | loss: 0.0311231 | val_loss: 0.0311464 | Time: 1832.41 ms [2022-04-15 12:52:34 main:574] : INFO : Epoch 2002 | loss: 0.0311229 | val_loss: 0.0311481 | Time: 1840.17 ms [2022-04-15 12:52:36 main:574] : INFO : Epoch 2003 | loss: 0.0311229 | val_loss: 0.0311466 | Time: 1840.2 ms [2022-04-15 12:52:38 main:574] : INFO : Epoch 2004 | loss: 0.0311234 | val_loss: 0.031145 | Time: 1820.12 ms [2022-04-15 12:52:39 main:574] : INFO : Epoch 2005 | loss: 0.0311231 | val_loss: 0.0311462 | Time: 1846.86 ms [2022-04-15 12:52:41 main:574] : INFO : Epoch 2006 | loss: 0.0311247 | val_loss: 0.0311477 | Time: 1895.91 ms [2022-04-15 12:52:43 main:574] : INFO : Epoch 2007 | loss: 0.0311251 | val_loss: 0.0311463 | Time: 1841.87 ms [2022-04-15 12:52:45 main:574] : INFO : Epoch 2008 | loss: 0.0311232 | val_loss: 0.0311453 | Time: 1840.47 ms [2022-04-15 12:52:47 main:574] : INFO : Epoch 2009 | loss: 0.0311225 | val_loss: 0.0311447 | Time: 2042.05 ms [2022-04-15 12:52:49 main:574] : INFO : Epoch 2010 | loss: 0.0311239 | val_loss: 0.0311552 | Time: 1944.96 ms [2022-04-15 12:52:51 main:574] : INFO : Epoch 2011 | loss: 0.031122 | val_loss: 0.031147 | Time: 1924.35 ms [2022-04-15 12:52:53 main:574] : INFO : Epoch 2012 | loss: 0.0311216 | val_loss: 0.0311432 | Time: 1916.45 ms [2022-04-15 12:52:55 main:574] : INFO : Epoch 2013 | loss: 0.0311217 | val_loss: 0.0311482 | Time: 1884.84 ms [2022-04-15 12:52:57 main:574] : INFO : Epoch 2014 | loss: 0.0311223 | val_loss: 0.0311486 | Time: 1880.23 ms [2022-04-15 12:52:59 main:574] : INFO : Epoch 2015 | loss: 0.0311253 | val_loss: 0.0311488 | Time: 1876.47 ms [2022-04-15 12:53:00 main:574] : INFO : Epoch 2016 | loss: 0.0311238 | val_loss: 0.0311442 | Time: 1874.67 ms [2022-04-15 12:53:02 main:574] : INFO : Epoch 2017 | loss: 0.0311283 | val_loss: 0.0311436 | Time: 1870.72 ms [2022-04-15 12:53:04 main:574] : INFO : Epoch 2018 | loss: 0.0311265 | val_loss: 0.0311576 | Time: 1875.02 ms [2022-04-15 12:53:06 main:574] : INFO : Epoch 2019 | loss: 0.0311287 | val_loss: 0.031141 | Time: 1898.7 ms [2022-04-15 12:53:08 main:574] : INFO : Epoch 2020 | loss: 0.0311241 | val_loss: 0.0311473 | Time: 1909.2 ms [2022-04-15 12:53:10 main:574] : INFO : Epoch 2021 | loss: 0.031122 | val_loss: 0.031144 | Time: 1865.85 ms [2022-04-15 12:53:12 main:574] : INFO : Epoch 2022 | loss: 0.0311228 | val_loss: 0.0311425 | Time: 2004.89 ms [2022-04-15 12:53:14 main:574] : INFO : Epoch 2023 | loss: 0.0311215 | val_loss: 0.0311423 | Time: 1943.69 ms [2022-04-15 12:53:16 main:574] : INFO : Epoch 2024 | loss: 0.0311206 | val_loss: 0.0311433 | Time: 1886.85 ms [2022-04-15 12:53:18 main:574] : INFO : Epoch 2025 | loss: 0.0311205 | val_loss: 0.0311416 | Time: 1865.84 ms [2022-04-15 12:53:20 main:574] : INFO : Epoch 2026 | loss: 0.0311191 | val_loss: 0.0311382 | Time: 1848.96 ms [2022-04-15 12:53:21 main:574] : INFO : Epoch 2027 | loss: 0.031118 | val_loss: 0.0311387 | Time: 1853.32 ms [2022-04-15 12:53:23 main:574] : INFO : Epoch 2028 | loss: 0.0311191 | val_loss: 0.0311417 | Time: 1845.5 ms [2022-04-15 12:53:25 main:574] : INFO : Epoch 2029 | loss: 0.0311207 | val_loss: 0.0311387 | Time: 1844.59 ms [2022-04-15 12:53:27 main:574] : INFO : Epoch 2030 | loss: 0.0311197 | val_loss: 0.031147 | Time: 1834.89 ms [2022-04-15 12:53:29 main:574] : INFO : Epoch 2031 | loss: 0.0311226 | val_loss: 0.0311431 | Time: 1832.31 ms [2022-04-15 12:53:31 main:574] : INFO : Epoch 2032 | loss: 0.0311239 | val_loss: 0.0311419 | Time: 1837.13 ms [2022-04-15 12:53:32 main:574] : INFO : Epoch 2033 | loss: 0.0311212 | val_loss: 0.031142 | Time: 1837.25 ms [2022-04-15 12:53:34 main:574] : INFO : Epoch 2034 | loss: 0.0311213 | val_loss: 0.0311392 | Time: 1843.14 ms [2022-04-15 12:53:36 main:574] : INFO : Epoch 2035 | loss: 0.0311202 | val_loss: 0.0311411 | Time: 1834.02 ms [2022-04-15 12:53:38 main:574] : INFO : Epoch 2036 | loss: 0.0311204 | val_loss: 0.0311386 | Time: 1846.9 ms [2022-04-15 12:53:40 main:574] : INFO : Epoch 2037 | loss: 0.0311224 | val_loss: 0.0311448 | Time: 1845.34 ms [2022-04-15 12:53:42 main:574] : INFO : Epoch 2038 | loss: 0.0311223 | val_loss: 0.0311437 | Time: 1849.22 ms [2022-04-15 12:53:44 main:574] : INFO : Epoch 2039 | loss: 0.0311189 | val_loss: 0.0311415 | Time: 1831.5 ms [2022-04-15 12:53:45 main:574] : INFO : Epoch 2040 | loss: 0.0311177 | val_loss: 0.0311416 | Time: 1840.48 ms [2022-04-15 12:53:47 main:574] : INFO : Epoch 2041 | loss: 0.0311175 | val_loss: 0.031142 | Time: 1858.18 ms [2022-04-15 12:53:49 main:574] : INFO : Epoch 2042 | loss: 0.0311175 | val_loss: 0.0311434 | Time: 1829.07 ms [2022-04-15 12:53:51 main:574] : INFO : Epoch 2043 | loss: 0.0311158 | val_loss: 0.0311372 | Time: 1847.95 ms [2022-04-15 12:53:53 main:574] : INFO : Epoch 2044 | loss: 0.0311153 | val_loss: 0.0311437 | Time: 1845.76 ms [2022-04-15 12:53:55 main:574] : INFO : Epoch 2045 | loss: 0.0311182 | val_loss: 0.0311393 | Time: 1833.26 ms [2022-04-15 12:53:57 main:574] : INFO : Epoch 2046 | loss: 0.0311157 | val_loss: 0.0311383 | Time: 1834.29 ms [2022-04-15 12:53:58 main:574] : INFO : Epoch 2047 | loss: 0.0311203 | val_loss: 0.0311508 | Time: 1845.88 ms [2022-04-15 12:54:00 main:574] : INFO : Epoch 2048 | loss: 0.031123 | val_loss: 0.0311463 | Time: 1840.28 ms [2022-04-15 12:54:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311463 [2022-04-15 12:54:00 main:603] : INFO : Saving end state to config to file [2022-04-15 12:54:00 main:608] : INFO : Success, exiting.. 12:54:00 (7936): 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)