Task 10596846
| Name | ParityModified-1638634201-3909-3-0_0 |
| Workunit | 7927018 |
| Created | 9 Jan 2022, 12:33:32 UTC |
| Sent | 26 Jan 2022, 10:14:53 UTC |
| Report deadline | 3 Feb 2022, 10:14:53 UTC |
| Received | 26 Jan 2022, 11:18:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 58 min 38 sec |
| CPU time | 54 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.031139 | val_loss: 0.0311563 | Time: 1690.31 ms [2022-01-26 11:03:47 main:574] : INFO : Epoch 1543 | loss: 0.0311364 | val_loss: 0.0311553 | Time: 1680.41 ms [2022-01-26 11:03:49 main:574] : INFO : Epoch 1544 | loss: 0.0311366 | val_loss: 0.0311563 | Time: 1665.57 ms [2022-01-26 11:03:50 main:574] : INFO : Epoch 1545 | loss: 0.0311399 | val_loss: 0.0311539 | Time: 1692.46 ms [2022-01-26 11:03:52 main:574] : INFO : Epoch 1546 | loss: 0.0311367 | val_loss: 0.0311585 | Time: 1677.74 ms [2022-01-26 11:03:54 main:574] : INFO : Epoch 1547 | loss: 0.0311306 | val_loss: 0.0311459 | Time: 1725.08 ms [2022-01-26 11:03:56 main:574] : INFO : Epoch 1548 | loss: 0.0311268 | val_loss: 0.031145 | Time: 1703.08 ms [2022-01-26 11:03:57 main:574] : INFO : Epoch 1549 | loss: 0.0311214 | val_loss: 0.0311449 | Time: 1678.84 ms [2022-01-26 11:03:59 main:574] : INFO : Epoch 1550 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 1704.26 ms [2022-01-26 11:04:01 main:574] : INFO : Epoch 1551 | loss: 0.0311196 | val_loss: 0.0311447 | Time: 1702.92 ms [2022-01-26 11:04:02 main:574] : INFO : Epoch 1552 | loss: 0.0311214 | val_loss: 0.0311471 | Time: 1691.49 ms [2022-01-26 11:04:04 main:574] : INFO : Epoch 1553 | loss: 0.0311215 | val_loss: 0.0311426 | Time: 1695.58 ms [2022-01-26 11:04:06 main:574] : INFO : Epoch 1554 | loss: 0.0311196 | val_loss: 0.0311487 | Time: 1673.51 ms [2022-01-26 11:04:07 main:574] : INFO : Epoch 1555 | loss: 0.0311242 | val_loss: 0.0311455 | Time: 1675.54 ms [2022-01-26 11:04:09 main:574] : INFO : Epoch 1556 | loss: 0.0311212 | val_loss: 0.0311444 | Time: 1707.89 ms [2022-01-26 11:04:11 main:574] : INFO : Epoch 1557 | loss: 0.0311207 | val_loss: 0.0311425 | Time: 1705.97 ms [2022-01-26 11:04:13 main:574] : INFO : Epoch 1558 | loss: 0.0311171 | val_loss: 0.0311452 | Time: 1704.4 ms [2022-01-26 11:04:14 main:574] : INFO : Epoch 1559 | loss: 0.0311178 | val_loss: 0.0311517 | Time: 1704.14 ms [2022-01-26 11:04:16 main:574] : INFO : Epoch 1560 | loss: 0.0311183 | val_loss: 0.0311506 | Time: 1681.46 ms [2022-01-26 11:04:18 main:574] : INFO : Epoch 1561 | loss: 0.0311181 | val_loss: 0.0311577 | Time: 1703.63 ms [2022-01-26 11:04:20 main:574] : INFO : Epoch 1562 | loss: 0.0311197 | val_loss: 0.031145 | Time: 1762.8 ms [2022-01-26 11:04:21 main:574] : INFO : Epoch 1563 | loss: 0.0311136 | val_loss: 0.0311456 | Time: 1695.44 ms [2022-01-26 11:04:23 main:574] : INFO : Epoch 1564 | loss: 0.0311172 | val_loss: 0.0311519 | Time: 1686.54 ms [2022-01-26 11:04:25 main:574] : INFO : Epoch 1565 | loss: 0.0311184 | val_loss: 0.0311485 | Time: 1679.35 ms [2022-01-26 11:04:26 main:574] : INFO : Epoch 1566 | loss: 0.0311196 | val_loss: 0.0311425 | Time: 1674.89 ms [2022-01-26 11:04:28 main:574] : INFO : Epoch 1567 | loss: 0.0311166 | val_loss: 0.0311512 | Time: 1681.99 ms [2022-01-26 11:04:30 main:574] : INFO : Epoch 1568 | loss: 0.0311183 | val_loss: 0.031165 | Time: 1675.4 ms [2022-01-26 11:04:31 main:574] : INFO : Epoch 1569 | loss: 0.0311209 | val_loss: 0.0311438 | Time: 1659 ms [2022-01-26 11:04:33 main:574] : INFO : Epoch 1570 | loss: 0.031114 | val_loss: 0.0311449 | Time: 1709.05 ms [2022-01-26 11:04:35 main:574] : INFO : Epoch 1571 | loss: 0.0311128 | val_loss: 0.0311442 | Time: 1704.07 ms [2022-01-26 11:04:36 main:574] : INFO : Epoch 1572 | loss: 0.0311118 | val_loss: 0.0311453 | Time: 1696.37 ms [2022-01-26 11:04:38 main:574] : INFO : Epoch 1573 | loss: 0.0311121 | val_loss: 0.0311456 | Time: 1712.33 ms [2022-01-26 11:04:40 main:574] : INFO : Epoch 1574 | loss: 0.0311188 | val_loss: 0.0311678 | Time: 1696.61 ms [2022-01-26 11:04:42 main:574] : INFO : Epoch 1575 | loss: 0.031126 | val_loss: 0.0311602 | Time: 1711.77 ms [2022-01-26 11:04:43 main:574] : INFO : Epoch 1576 | loss: 0.0311142 | val_loss: 0.0311497 | Time: 1763.85 ms [2022-01-26 11:04:45 main:574] : INFO : Epoch 1577 | loss: 0.0311151 | val_loss: 0.0311432 | Time: 1690.92 ms [2022-01-26 11:04:47 main:574] : INFO : Epoch 1578 | loss: 0.031113 | val_loss: 0.0311473 | Time: 1698.26 ms [2022-01-26 11:04:49 main:574] : INFO : Epoch 1579 | loss: 0.0311167 | val_loss: 0.0311443 | Time: 1699.87 ms [2022-01-26 11:04:50 main:574] : INFO : Epoch 1580 | loss: 0.031121 | val_loss: 0.0311454 | Time: 1662.87 ms [2022-01-26 11:04:52 main:574] : INFO : Epoch 1581 | loss: 0.0311173 | val_loss: 0.0311441 | Time: 1698.01 ms [2022-01-26 11:04:54 main:574] : INFO : Epoch 1582 | loss: 0.0311143 | val_loss: 0.031144 | Time: 1681.26 ms [2022-01-26 11:04:55 main:574] : INFO : Epoch 1583 | loss: 0.0311133 | val_loss: 0.0311542 | Time: 1664.16 ms [2022-01-26 11:04:57 main:574] : INFO : Epoch 1584 | loss: 0.0311136 | val_loss: 0.0311439 | Time: 1685.35 ms [2022-01-26 11:04:59 main:574] : INFO : Epoch 1585 | loss: 0.0311216 | val_loss: 0.0311497 | Time: 1706.95 ms [2022-01-26 11:05:00 main:574] : INFO : Epoch 1586 | loss: 0.0311501 | val_loss: 0.0311514 | Time: 1728.74 ms [2022-01-26 11:05:02 main:574] : INFO : Epoch 1587 | loss: 0.031145 | val_loss: 0.0311461 | Time: 1671.22 ms [2022-01-26 11:05:04 main:574] : INFO : Epoch 1588 | loss: 0.0311425 | val_loss: 0.031143 | Time: 1657.03 ms [2022-01-26 11:05:05 main:574] : INFO : Epoch 1589 | loss: 0.0311418 | val_loss: 0.0311521 | Time: 1655.5 ms [2022-01-26 11:05:07 main:574] : INFO : Epoch 1590 | loss: 0.0311427 | val_loss: 0.0311442 | Time: 1664.93 ms [2022-01-26 11:05:09 main:574] : INFO : Epoch 1591 | loss: 0.0311391 | val_loss: 0.0311452 | Time: 1674.67 ms [2022-01-26 11:05:11 main:574] : INFO : Epoch 1592 | loss: 0.0311337 | val_loss: 0.0311438 | Time: 1715.84 ms [2022-01-26 11:05:12 main:574] : INFO : Epoch 1593 | loss: 0.0311373 | val_loss: 0.0311492 | Time: 1658.82 ms [2022-01-26 11:05:14 main:574] : INFO : Epoch 1594 | loss: 0.0311332 | val_loss: 0.0311374 | Time: 1666.11 ms [2022-01-26 11:05:16 main:574] : INFO : Epoch 1595 | loss: 0.0311274 | val_loss: 0.0311396 | Time: 1665.09 ms [2022-01-26 11:05:17 main:574] : INFO : Epoch 1596 | loss: 0.0311266 | val_loss: 0.0311417 | Time: 1684.18 ms [2022-01-26 11:05:19 main:574] : INFO : Epoch 1597 | loss: 0.0311241 | val_loss: 0.0311378 | Time: 1682.73 ms [2022-01-26 11:05:21 main:574] : INFO : Epoch 1598 | loss: 0.0311249 | val_loss: 0.0311392 | Time: 1697.34 ms [2022-01-26 11:05:22 main:574] : INFO : Epoch 1599 | loss: 0.0311245 | val_loss: 0.0311368 | Time: 1684.54 ms [2022-01-26 11:05:24 main:574] : INFO : Epoch 1600 | loss: 0.0311207 | val_loss: 0.0311374 | Time: 1698.12 ms [2022-01-26 11:05:26 main:574] : INFO : Epoch 1601 | loss: 0.0311206 | val_loss: 0.0311401 | Time: 1655.78 ms [2022-01-26 11:05:27 main:574] : INFO : Epoch 1602 | loss: 0.0311197 | val_loss: 0.0311388 | Time: 1742.69 ms [2022-01-26 11:05:29 main:574] : INFO : Epoch 1603 | loss: 0.0311195 | val_loss: 0.0311429 | Time: 1826.98 ms [2022-01-26 11:05:31 main:574] : INFO : Epoch 1604 | loss: 0.0311206 | val_loss: 0.0311512 | Time: 1711.66 ms [2022-01-26 11:05:33 main:574] : INFO : Epoch 1605 | loss: 0.0311271 | val_loss: 0.0311447 | Time: 1715.57 ms [2022-01-26 11:05:35 main:574] : INFO : Epoch 1606 | loss: 0.0311242 | val_loss: 0.0311458 | Time: 1769.52 ms [2022-01-26 11:05:36 main:574] : INFO : Epoch 1607 | loss: 0.0311212 | val_loss: 0.0311547 | Time: 1653.68 ms [2022-01-26 11:05:38 main:574] : INFO : Epoch 1608 | loss: 0.0311221 | val_loss: 0.0311415 | Time: 1658.53 ms [2022-01-26 11:05:40 main:574] : INFO : Epoch 1609 | loss: 0.0311227 | val_loss: 0.0311448 | Time: 1662.47 ms [2022-01-26 11:05:41 main:574] : INFO : Epoch 1610 | loss: 0.0311236 | val_loss: 0.0311491 | Time: 1666.93 ms [2022-01-26 11:05:43 main:574] : INFO : Epoch 1611 | loss: 0.0311213 | val_loss: 0.0311441 | Time: 1724.25 ms [2022-01-26 11:05:45 main:574] : INFO : Epoch 1612 | loss: 0.0311211 | val_loss: 0.0311427 | Time: 1717.99 ms [2022-01-26 11:05:46 main:574] : INFO : Epoch 1613 | loss: 0.0311211 | val_loss: 0.0311402 | Time: 1724.71 ms [2022-01-26 11:05:48 main:574] : INFO : Epoch 1614 | loss: 0.0311208 | val_loss: 0.0311446 | Time: 1674.21 ms [2022-01-26 11:05:50 main:574] : INFO : Epoch 1615 | loss: 0.0311208 | val_loss: 0.0311464 | Time: 1792.28 ms [2022-01-26 11:05:52 main:574] : INFO : Epoch 1616 | loss: 0.0311218 | val_loss: 0.0311523 | Time: 1682.66 ms [2022-01-26 11:05:53 main:574] : INFO : Epoch 1617 | loss: 0.0311197 | val_loss: 0.0311477 | Time: 1693.83 ms [2022-01-26 11:05:55 main:574] : INFO : Epoch 1618 | loss: 0.0311173 | val_loss: 0.031146 | Time: 1701.86 ms [2022-01-26 11:05:57 main:574] : INFO : Epoch 1619 | loss: 0.0311148 | val_loss: 0.0311453 | Time: 1669.72 ms [2022-01-26 11:05:58 main:574] : INFO : Epoch 1620 | loss: 0.0311143 | val_loss: 0.0311443 | Time: 1675.22 ms [2022-01-26 11:06:00 main:574] : INFO : Epoch 1621 | loss: 0.031116 | val_loss: 0.0311464 | Time: 1654.8 ms [2022-01-26 11:06:02 main:574] : INFO : Epoch 1622 | loss: 0.0311174 | val_loss: 0.0311449 | Time: 1656.07 ms [2022-01-26 11:06:03 main:574] : INFO : Epoch 1623 | loss: 0.0311165 | val_loss: 0.0311464 | Time: 1664.71 ms [2022-01-26 11:06:05 main:574] : INFO : Epoch 1624 | loss: 0.0311168 | val_loss: 0.0311589 | Time: 1664.33 ms [2022-01-26 11:06:07 main:574] : INFO : Epoch 1625 | loss: 0.0311193 | val_loss: 0.0311459 | Time: 1660.8 ms [2022-01-26 11:06:08 main:574] : INFO : Epoch 1626 | loss: 0.0311178 | val_loss: 0.0311431 | Time: 1658.03 ms [2022-01-26 11:06:10 main:574] : INFO : Epoch 1627 | loss: 0.0311252 | val_loss: 0.0311463 | Time: 1651.88 ms [2022-01-26 11:06:12 main:574] : INFO : Epoch 1628 | loss: 0.0311202 | val_loss: 0.0311462 | Time: 1648.75 ms [2022-01-26 11:06:13 main:574] : INFO : Epoch 1629 | loss: 0.0311217 | val_loss: 0.0311464 | Time: 1678.89 ms [2022-01-26 11:06:15 main:574] : INFO : Epoch 1630 | loss: 0.0311201 | val_loss: 0.0311492 | Time: 1861.57 ms [2022-01-26 11:06:17 main:574] : INFO : Epoch 1631 | loss: 0.0311294 | val_loss: 0.0311463 | Time: 1743.24 ms [2022-01-26 11:06:19 main:574] : INFO : Epoch 1632 | loss: 0.0311269 | val_loss: 0.0311483 | Time: 1878.96 ms [2022-01-26 11:06:21 main:574] : INFO : Epoch 1633 | loss: 0.0311236 | val_loss: 0.03114 | Time: 1788.46 ms [2022-01-26 11:06:23 main:574] : INFO : Epoch 1634 | loss: 0.0311215 | val_loss: 0.031145 | Time: 1740.18 ms [2022-01-26 11:06:24 main:574] : INFO : Epoch 1635 | loss: 0.0311194 | val_loss: 0.0311461 | Time: 1687.15 ms [2022-01-26 11:06:26 main:574] : INFO : Epoch 1636 | loss: 0.0311208 | val_loss: 0.0311429 | Time: 1766.21 ms [2022-01-26 11:06:28 main:574] : INFO : Epoch 1637 | loss: 0.0311208 | val_loss: 0.0311475 | Time: 1745.8 ms [2022-01-26 11:06:30 main:574] : INFO : Epoch 1638 | loss: 0.0311173 | val_loss: 0.0311414 | Time: 1728.9 ms [2022-01-26 11:06:31 main:574] : INFO : Epoch 1639 | loss: 0.0311163 | val_loss: 0.0311447 | Time: 1726.2 ms [2022-01-26 11:06:33 main:574] : INFO : Epoch 1640 | loss: 0.0311186 | val_loss: 0.0311453 | Time: 1660.77 ms [2022-01-26 11:06:35 main:574] : INFO : Epoch 1641 | loss: 0.0311154 | val_loss: 0.0311436 | Time: 1687.62 ms [2022-01-26 11:06:36 main:574] : INFO : Epoch 1642 | loss: 0.0311152 | val_loss: 0.0311508 | Time: 1667.61 ms [2022-01-26 11:06:38 main:574] : INFO : Epoch 1643 | loss: 0.0311162 | val_loss: 0.0311481 | Time: 1665.48 ms [2022-01-26 11:06:40 main:574] : INFO : Epoch 1644 | loss: 0.0311165 | val_loss: 0.0311481 | Time: 1697.89 ms [2022-01-26 11:06:41 main:574] : INFO : Epoch 1645 | loss: 0.0311145 | val_loss: 0.0311446 | Time: 1691.68 ms [2022-01-26 11:06:43 main:574] : INFO : Epoch 1646 | loss: 0.0311159 | val_loss: 0.0311459 | Time: 1659.49 ms [2022-01-26 11:06:45 main:574] : INFO : Epoch 1647 | loss: 0.0311136 | val_loss: 0.0311498 | Time: 1657.79 ms [2022-01-26 11:06:46 main:574] : INFO : Epoch 1648 | loss: 0.0311156 | val_loss: 0.0311456 | Time: 1651.97 ms [2022-01-26 11:06:48 main:574] : INFO : Epoch 1649 | loss: 0.031116 | val_loss: 0.0311463 | Time: 1738.12 ms [2022-01-26 11:06:50 main:574] : INFO : Epoch 1650 | loss: 0.0311203 | val_loss: 0.0311439 | Time: 1716.59 ms [2022-01-26 11:06:52 main:574] : INFO : Epoch 1651 | loss: 0.0311188 | val_loss: 0.0311446 | Time: 2048.58 ms [2022-01-26 11:06:54 main:574] : INFO : Epoch 1652 | loss: 0.0311192 | val_loss: 0.0311463 | Time: 1699.49 ms [2022-01-26 11:06:55 main:574] : INFO : Epoch 1653 | loss: 0.0311147 | val_loss: 0.0311458 | Time: 1691.71 ms [2022-01-26 11:06:57 main:574] : INFO : Epoch 1654 | loss: 0.0311152 | val_loss: 0.0311461 | Time: 1734.54 ms [2022-01-26 11:06:59 main:574] : INFO : Epoch 1655 | loss: 0.0311118 | val_loss: 0.0311448 | Time: 1672.73 ms [2022-01-26 11:07:01 main:574] : INFO : Epoch 1656 | loss: 0.0311125 | val_loss: 0.0311488 | Time: 1767.96 ms [2022-01-26 11:07:02 main:574] : INFO : Epoch 1657 | loss: 0.0311133 | val_loss: 0.0311452 | Time: 1774.55 ms [2022-01-26 11:07:04 main:574] : INFO : Epoch 1658 | loss: 0.0311153 | val_loss: 0.0311472 | Time: 1679.14 ms [2022-01-26 11:07:06 main:574] : INFO : Epoch 1659 | loss: 0.0311205 | val_loss: 0.0311547 | Time: 1687.98 ms [2022-01-26 11:07:07 main:574] : INFO : Epoch 1660 | loss: 0.031116 | val_loss: 0.0311459 | Time: 1682.05 ms [2022-01-26 11:07:09 main:574] : INFO : Epoch 1661 | loss: 0.0311133 | val_loss: 0.0311464 | Time: 1707.35 ms [2022-01-26 11:07:11 main:574] : INFO : Epoch 1662 | loss: 0.0311118 | val_loss: 0.0311457 | Time: 1705 ms [2022-01-26 11:07:13 main:574] : INFO : Epoch 1663 | loss: 0.0311131 | val_loss: 0.0311467 | Time: 1691.08 ms [2022-01-26 11:07:14 main:574] : INFO : Epoch 1664 | loss: 0.0311117 | val_loss: 0.0311439 | Time: 1680.87 ms [2022-01-26 11:07:16 main:574] : INFO : Epoch 1665 | loss: 0.031113 | val_loss: 0.0311472 | Time: 1741.26 ms [2022-01-26 11:07:18 main:574] : INFO : Epoch 1666 | loss: 0.0311119 | val_loss: 0.031146 | Time: 1684.75 ms [2022-01-26 11:07:19 main:574] : INFO : Epoch 1667 | loss: 0.031111 | val_loss: 0.0311438 | Time: 1701.95 ms [2022-01-26 11:07:21 main:574] : INFO : Epoch 1668 | loss: 0.0311101 | val_loss: 0.0311462 | Time: 1678.19 ms [2022-01-26 11:07:23 main:574] : INFO : Epoch 1669 | loss: 0.0311116 | val_loss: 0.0311459 | Time: 1676.51 ms [2022-01-26 11:07:25 main:574] : INFO : Epoch 1670 | loss: 0.0311119 | val_loss: 0.0311433 | Time: 1715.62 ms [2022-01-26 11:07:26 main:574] : INFO : Epoch 1671 | loss: 0.031112 | val_loss: 0.0311451 | Time: 1714.6 ms [2022-01-26 11:07:28 main:574] : INFO : Epoch 1672 | loss: 0.031112 | val_loss: 0.031145 | Time: 1677.24 ms [2022-01-26 11:07:30 main:574] : INFO : Epoch 1673 | loss: 0.0311111 | val_loss: 0.0311458 | Time: 1682.71 ms [2022-01-26 11:07:31 main:574] : INFO : Epoch 1674 | loss: 0.0311121 | val_loss: 0.0311448 | Time: 1831.52 ms [2022-01-26 11:07:33 main:574] : INFO : Epoch 1675 | loss: 0.0311116 | val_loss: 0.0311466 | Time: 1725.92 ms [2022-01-26 11:07:35 main:574] : INFO : Epoch 1676 | loss: 0.0311125 | val_loss: 0.0311504 | Time: 1689.45 ms [2022-01-26 11:07:37 main:574] : INFO : Epoch 1677 | loss: 0.0311169 | val_loss: 0.0311411 | Time: 1681.94 ms [2022-01-26 11:07:38 main:574] : INFO : Epoch 1678 | loss: 0.0311153 | val_loss: 0.0311525 | Time: 1733.29 ms [2022-01-26 11:07:40 main:574] : INFO : Epoch 1679 | loss: 0.0311137 | val_loss: 0.0311447 | Time: 1684.28 ms [2022-01-26 11:07:42 main:574] : INFO : Epoch 1680 | loss: 0.0311117 | val_loss: 0.031144 | Time: 1676.13 ms [2022-01-26 11:07:43 main:574] : INFO : Epoch 1681 | loss: 0.0311111 | val_loss: 0.0311445 | Time: 1675.94 ms [2022-01-26 11:07:45 main:574] : INFO : Epoch 1682 | loss: 0.0311137 | val_loss: 0.0311524 | Time: 1688.32 ms [2022-01-26 11:07:47 main:574] : INFO : Epoch 1683 | loss: 0.0311143 | val_loss: 0.0311498 | Time: 1655.44 ms [2022-01-26 11:07:48 main:574] : INFO : Epoch 1684 | loss: 0.0311132 | val_loss: 0.0311464 | Time: 1664.42 ms [2022-01-26 11:07:50 main:574] : INFO : Epoch 1685 | loss: 0.0311126 | val_loss: 0.0311611 | Time: 1671.95 ms [2022-01-26 11:07:52 main:574] : INFO : Epoch 1686 | loss: 0.0311138 | val_loss: 0.0311447 | Time: 1698.29 ms [2022-01-26 11:07:54 main:574] : INFO : Epoch 1687 | loss: 0.0311135 | val_loss: 0.0311482 | Time: 1703.03 ms [2022-01-26 11:07:55 main:574] : INFO : Epoch 1688 | loss: 0.0311104 | val_loss: 0.0311449 | Time: 1672.53 ms [2022-01-26 11:07:57 main:574] : INFO : Epoch 1689 | loss: 0.0311091 | val_loss: 0.0311535 | Time: 1676.43 ms [2022-01-26 11:07:59 main:574] : INFO : Epoch 1690 | loss: 0.0311137 | val_loss: 0.0311498 | Time: 1678.46 ms [2022-01-26 11:08:00 main:574] : INFO : Epoch 1691 | loss: 0.0311138 | val_loss: 0.0311415 | Time: 1707.13 ms [2022-01-26 11:08:02 main:574] : INFO : Epoch 1692 | loss: 0.0311129 | val_loss: 0.0311503 | Time: 1758.52 ms [2022-01-26 11:08:04 main:574] : INFO : Epoch 1693 | loss: 0.031118 | val_loss: 0.0311456 | Time: 1681.88 ms [2022-01-26 11:08:05 main:574] : INFO : Epoch 1694 | loss: 0.0311196 | val_loss: 0.0311443 | Time: 1669.85 ms [2022-01-26 11:08:07 main:574] : INFO : Epoch 1695 | loss: 0.0311189 | val_loss: 0.031143 | Time: 1676.05 ms [2022-01-26 11:08:09 main:574] : INFO : Epoch 1696 | loss: 0.0311151 | val_loss: 0.0311439 | Time: 1676.66 ms [2022-01-26 11:08:11 main:574] : INFO : Epoch 1697 | loss: 0.0311139 | val_loss: 0.0311393 | Time: 1674.7 ms [2022-01-26 11:08:12 main:574] : INFO : Epoch 1698 | loss: 0.0311117 | val_loss: 0.0311482 | Time: 1672.7 ms [2022-01-26 11:08:14 main:574] : INFO : Epoch 1699 | loss: 0.0311118 | val_loss: 0.031147 | Time: 1682.84 ms [2022-01-26 11:08:16 main:574] : INFO : Epoch 1700 | loss: 0.0311209 | val_loss: 0.0311463 | Time: 1748.7 ms [2022-01-26 11:08:17 main:574] : INFO : Epoch 1701 | loss: 0.0311158 | val_loss: 0.0311459 | Time: 1675.14 ms [2022-01-26 11:08:19 main:574] : INFO : Epoch 1702 | loss: 0.0311122 | val_loss: 0.0311414 | Time: 1668.63 ms [2022-01-26 11:08:21 main:574] : INFO : Epoch 1703 | loss: 0.0311122 | val_loss: 0.0311433 | Time: 1673.26 ms [2022-01-26 11:08:22 main:574] : INFO : Epoch 1704 | loss: 0.031122 | val_loss: 0.0311487 | Time: 1687.85 ms [2022-01-26 11:08:24 main:574] : INFO : Epoch 1705 | loss: 0.0311158 | val_loss: 0.0311481 | Time: 1736.35 ms [2022-01-26 11:08:26 main:574] : INFO : Epoch 1706 | loss: 0.0311103 | val_loss: 0.0311379 | Time: 1818.06 ms [2022-01-26 11:08:28 main:574] : INFO : Epoch 1707 | loss: 0.0311111 | val_loss: 0.0311417 | Time: 1886.08 ms [2022-01-26 11:08:30 main:574] : INFO : Epoch 1708 | loss: 0.0311126 | val_loss: 0.0311448 | Time: 1668.35 ms [2022-01-26 11:08:31 main:574] : INFO : Epoch 1709 | loss: 0.0311118 | val_loss: 0.0311482 | Time: 1661.91 ms [2022-01-26 11:08:33 main:574] : INFO : Epoch 1710 | loss: 0.0311119 | val_loss: 0.031144 | Time: 1764.89 ms [2022-01-26 11:08:35 main:574] : INFO : Epoch 1711 | loss: 0.0311129 | val_loss: 0.0311442 | Time: 1845.52 ms [2022-01-26 11:08:37 main:574] : INFO : Epoch 1712 | loss: 0.0311136 | val_loss: 0.0311485 | Time: 1751.93 ms [2022-01-26 11:08:38 main:574] : INFO : Epoch 1713 | loss: 0.0311138 | val_loss: 0.0311459 | Time: 1724.54 ms [2022-01-26 11:08:40 main:574] : INFO : Epoch 1714 | loss: 0.0311115 | val_loss: 0.0311461 | Time: 1688.92 ms [2022-01-26 11:08:42 main:574] : INFO : Epoch 1715 | loss: 0.03111 | val_loss: 0.0311472 | Time: 1679.16 ms [2022-01-26 11:08:43 main:574] : INFO : Epoch 1716 | loss: 0.0311136 | val_loss: 0.0311474 | Time: 1681.7 ms [2022-01-26 11:08:45 main:574] : INFO : Epoch 1717 | loss: 0.0311145 | val_loss: 0.0311455 | Time: 1772.01 ms [2022-01-26 11:08:47 main:574] : INFO : Epoch 1718 | loss: 0.0311124 | val_loss: 0.0311448 | Time: 1753.39 ms [2022-01-26 11:08:49 main:574] : INFO : Epoch 1719 | loss: 0.0311189 | val_loss: 0.0311418 | Time: 1688.39 ms [2022-01-26 11:08:50 main:574] : INFO : Epoch 1720 | loss: 0.0311174 | val_loss: 0.031138 | Time: 1667.57 ms [2022-01-26 11:08:52 main:574] : INFO : Epoch 1721 | loss: 0.0311135 | val_loss: 0.0311418 | Time: 1687.04 ms [2022-01-26 11:08:54 main:574] : INFO : Epoch 1722 | loss: 0.031116 | val_loss: 0.0311437 | Time: 1830.81 ms [2022-01-26 11:08:56 main:574] : INFO : Epoch 1723 | loss: 0.0311173 | val_loss: 0.0311395 | Time: 1780.85 ms [2022-01-26 11:08:57 main:574] : INFO : Epoch 1724 | loss: 0.031119 | val_loss: 0.0311479 | Time: 1691.31 ms [2022-01-26 11:08:59 main:574] : INFO : Epoch 1725 | loss: 0.031118 | val_loss: 0.0311411 | Time: 1791.24 ms [2022-01-26 11:09:01 main:574] : INFO : Epoch 1726 | loss: 0.0311111 | val_loss: 0.0311457 | Time: 1677.47 ms [2022-01-26 11:09:03 main:574] : INFO : Epoch 1727 | loss: 0.0311098 | val_loss: 0.0311448 | Time: 1651.45 ms [2022-01-26 11:09:04 main:574] : INFO : Epoch 1728 | loss: 0.0311103 | val_loss: 0.0311412 | Time: 1683.33 ms [2022-01-26 11:09:06 main:574] : INFO : Epoch 1729 | loss: 0.0311082 | val_loss: 0.0311451 | Time: 1751.58 ms [2022-01-26 11:09:08 main:574] : INFO : Epoch 1730 | loss: 0.0311089 | val_loss: 0.0311439 | Time: 1656.03 ms [2022-01-26 11:09:09 main:574] : INFO : Epoch 1731 | loss: 0.0311089 | val_loss: 0.0311437 | Time: 1840.26 ms [2022-01-26 11:09:11 main:574] : INFO : Epoch 1732 | loss: 0.0311156 | val_loss: 0.0311473 | Time: 1660.69 ms [2022-01-26 11:09:13 main:574] : INFO : Epoch 1733 | loss: 0.0311135 | val_loss: 0.0311489 | Time: 1693.56 ms [2022-01-26 11:09:15 main:574] : INFO : Epoch 1734 | loss: 0.0311134 | val_loss: 0.0311472 | Time: 1818.39 ms [2022-01-26 11:09:16 main:574] : INFO : Epoch 1735 | loss: 0.0311174 | val_loss: 0.03115 | Time: 1755.93 ms [2022-01-26 11:09:18 main:574] : INFO : Epoch 1736 | loss: 0.0311119 | val_loss: 0.0311425 | Time: 1729.05 ms [2022-01-26 11:09:20 main:574] : INFO : Epoch 1737 | loss: 0.031112 | val_loss: 0.0311499 | Time: 1747.29 ms [2022-01-26 11:09:22 main:574] : INFO : Epoch 1738 | loss: 0.0311092 | val_loss: 0.0311464 | Time: 1679.78 ms [2022-01-26 11:09:23 main:574] : INFO : Epoch 1739 | loss: 0.0311066 | val_loss: 0.0311448 | Time: 1665.25 ms [2022-01-26 11:09:25 main:574] : INFO : Epoch 1740 | loss: 0.0311055 | val_loss: 0.0311441 | Time: 1712.63 ms [2022-01-26 11:09:27 main:574] : INFO : Epoch 1741 | loss: 0.0311174 | val_loss: 0.0311501 | Time: 1664.77 ms [2022-01-26 11:09:28 main:574] : INFO : Epoch 1742 | loss: 0.0311353 | val_loss: 0.0311506 | Time: 1665.13 ms [2022-01-26 11:09:30 main:574] : INFO : Epoch 1743 | loss: 0.0311331 | val_loss: 0.0311464 | Time: 1661.65 ms [2022-01-26 11:09:32 main:574] : INFO : Epoch 1744 | loss: 0.0311214 | val_loss: 0.0311481 | Time: 1654.47 ms [2022-01-26 11:09:33 main:574] : INFO : Epoch 1745 | loss: 0.0311197 | val_loss: 0.0311481 | Time: 1668.84 ms [2022-01-26 11:09:35 main:574] : INFO : Epoch 1746 | loss: 0.0311186 | val_loss: 0.031146 | Time: 1774.66 ms [2022-01-26 11:09:37 main:574] : INFO : Epoch 1747 | loss: 0.0311152 | val_loss: 0.0311507 | Time: 1752.19 ms [2022-01-26 11:09:39 main:574] : INFO : Epoch 1748 | loss: 0.031116 | val_loss: 0.0311445 | Time: 1733.58 ms [2022-01-26 11:09:41 main:574] : INFO : Epoch 1749 | loss: 0.0311145 | val_loss: 0.0311546 | Time: 1830.1 ms [2022-01-26 11:09:42 main:574] : INFO : Epoch 1750 | loss: 0.0311141 | val_loss: 0.0311457 | Time: 1664.7 ms [2022-01-26 11:09:44 main:574] : INFO : Epoch 1751 | loss: 0.0311236 | val_loss: 0.0311498 | Time: 1655.31 ms [2022-01-26 11:09:46 main:574] : INFO : Epoch 1752 | loss: 0.0311252 | val_loss: 0.031141 | Time: 1765.26 ms [2022-01-26 11:09:47 main:574] : INFO : Epoch 1753 | loss: 0.031123 | val_loss: 0.0311438 | Time: 1721.95 ms [2022-01-26 11:09:49 main:574] : INFO : Epoch 1754 | loss: 0.0311218 | val_loss: 0.0311425 | Time: 1689.73 ms [2022-01-26 11:09:51 main:574] : INFO : Epoch 1755 | loss: 0.0311186 | val_loss: 0.0311451 | Time: 1671.49 ms [2022-01-26 11:09:52 main:574] : INFO : Epoch 1756 | loss: 0.0311167 | val_loss: 0.0311465 | Time: 1640.22 ms [2022-01-26 11:09:54 main:574] : INFO : Epoch 1757 | loss: 0.0311173 | val_loss: 0.0311447 | Time: 1658.17 ms [2022-01-26 11:09:56 main:574] : INFO : Epoch 1758 | loss: 0.031118 | val_loss: 0.0311407 | Time: 1689.26 ms [2022-01-26 11:09:58 main:574] : INFO : Epoch 1759 | loss: 0.0311208 | val_loss: 0.0311432 | Time: 1677.94 ms [2022-01-26 11:09:59 main:574] : INFO : Epoch 1760 | loss: 0.0311144 | val_loss: 0.0311457 | Time: 1669.17 ms [2022-01-26 11:10:01 main:574] : INFO : Epoch 1761 | loss: 0.0311163 | val_loss: 0.031146 | Time: 1753.93 ms [2022-01-26 11:10:03 main:574] : INFO : Epoch 1762 | loss: 0.031116 | val_loss: 0.0311438 | Time: 1801.58 ms [2022-01-26 11:10:04 main:574] : INFO : Epoch 1763 | loss: 0.0311141 | val_loss: 0.0311532 | Time: 1659.93 ms [2022-01-26 11:10:06 main:574] : INFO : Epoch 1764 | loss: 0.031115 | val_loss: 0.0311453 | Time: 1671.78 ms [2022-01-26 11:10:08 main:574] : INFO : Epoch 1765 | loss: 0.0311124 | val_loss: 0.0311545 | Time: 1656.83 ms [2022-01-26 11:10:09 main:574] : INFO : Epoch 1766 | loss: 0.0311138 | val_loss: 0.0311458 | Time: 1652.19 ms [2022-01-26 11:10:11 main:574] : INFO : Epoch 1767 | loss: 0.0311107 | val_loss: 0.0311549 | Time: 1654.59 ms [2022-01-26 11:10:13 main:574] : INFO : Epoch 1768 | loss: 0.0311153 | val_loss: 0.0311542 | Time: 1666.72 ms [2022-01-26 11:10:15 main:574] : INFO : Epoch 1769 | loss: 0.0311154 | val_loss: 0.0311496 | Time: 1670.42 ms [2022-01-26 11:10:16 main:574] : INFO : Epoch 1770 | loss: 0.0311096 | val_loss: 0.0311446 | Time: 1702.04 ms [2022-01-26 11:10:18 main:574] : INFO : Epoch 1771 | loss: 0.0311119 | val_loss: 0.0311493 | Time: 1679.55 ms [2022-01-26 11:10:20 main:574] : INFO : Epoch 1772 | loss: 0.0311108 | val_loss: 0.0311466 | Time: 1654.7 ms [2022-01-26 11:10:22 main:574] : INFO : Epoch 1773 | loss: 0.0311117 | val_loss: 0.0311419 | Time: 1915.87 ms [2022-01-26 11:10:23 main:574] : INFO : Epoch 1774 | loss: 0.0311176 | val_loss: 0.0311427 | Time: 1844.64 ms [2022-01-26 11:10:25 main:574] : INFO : Epoch 1775 | loss: 0.0311144 | val_loss: 0.0311456 | Time: 1658.05 ms [2022-01-26 11:10:27 main:574] : INFO : Epoch 1776 | loss: 0.0311154 | val_loss: 0.0311503 | Time: 1658.76 ms [2022-01-26 11:10:28 main:574] : INFO : Epoch 1777 | loss: 0.031119 | val_loss: 0.031149 | Time: 1662.74 ms [2022-01-26 11:10:30 main:574] : INFO : Epoch 1778 | loss: 0.0311139 | val_loss: 0.0311473 | Time: 1656.31 ms [2022-01-26 11:10:32 main:574] : INFO : Epoch 1779 | loss: 0.0311211 | val_loss: 0.0311523 | Time: 1659.03 ms [2022-01-26 11:10:33 main:574] : INFO : Epoch 1780 | loss: 0.0311183 | val_loss: 0.0311433 | Time: 1698.78 ms [2022-01-26 11:10:35 main:574] : INFO : Epoch 1781 | loss: 0.0311164 | val_loss: 0.0311515 | Time: 1661.91 ms [2022-01-26 11:10:37 main:574] : INFO : Epoch 1782 | loss: 0.0311129 | val_loss: 0.0311457 | Time: 1658.79 ms [2022-01-26 11:10:39 main:574] : INFO : Epoch 1783 | loss: 0.03111 | val_loss: 0.0311427 | Time: 1735.96 ms [2022-01-26 11:10:40 main:574] : INFO : Epoch 1784 | loss: 0.0311107 | val_loss: 0.0311412 | Time: 1691.56 ms [2022-01-26 11:10:42 main:574] : INFO : Epoch 1785 | loss: 0.0311107 | val_loss: 0.0311414 | Time: 1666.26 ms [2022-01-26 11:10:44 main:574] : INFO : Epoch 1786 | loss: 0.0311108 | val_loss: 0.0311517 | Time: 1992.71 ms [2022-01-26 11:10:46 main:574] : INFO : Epoch 1787 | loss: 0.031107 | val_loss: 0.0311423 | Time: 1702.34 ms [2022-01-26 11:10:47 main:574] : INFO : Epoch 1788 | loss: 0.0311088 | val_loss: 0.0311441 | Time: 1845.95 ms [2022-01-26 11:10:49 main:574] : INFO : Epoch 1789 | loss: 0.0311099 | val_loss: 0.03114 | Time: 1934.88 ms [2022-01-26 11:10:51 main:574] : INFO : Epoch 1790 | loss: 0.0311088 | val_loss: 0.0311427 | Time: 1721.19 ms [2022-01-26 11:10:53 main:574] : INFO : Epoch 1791 | loss: 0.0311142 | val_loss: 0.0311436 | Time: 1719.42 ms [2022-01-26 11:10:55 main:574] : INFO : Epoch 1792 | loss: 0.0311197 | val_loss: 0.0311438 | Time: 1660.8 ms [2022-01-26 11:10:56 main:574] : INFO : Epoch 1793 | loss: 0.0311123 | val_loss: 0.0311414 | Time: 1658.08 ms [2022-01-26 11:10:58 main:574] : INFO : Epoch 1794 | loss: 0.0311159 | val_loss: 0.0311412 | Time: 1690.36 ms [2022-01-26 11:11:00 main:574] : INFO : Epoch 1795 | loss: 0.0311161 | val_loss: 0.0311383 | Time: 1669.23 ms [2022-01-26 11:11:01 main:574] : INFO : Epoch 1796 | loss: 0.0311117 | val_loss: 0.031143 | Time: 1765.87 ms [2022-01-26 11:11:03 main:574] : INFO : Epoch 1797 | loss: 0.0311131 | val_loss: 0.03114 | Time: 1677.49 ms [2022-01-26 11:11:05 main:574] : INFO : Epoch 1798 | loss: 0.0311126 | val_loss: 0.0311435 | Time: 1656.77 ms [2022-01-26 11:11:06 main:574] : INFO : Epoch 1799 | loss: 0.0311108 | val_loss: 0.0311408 | Time: 1660.31 ms [2022-01-26 11:11:08 main:574] : INFO : Epoch 1800 | loss: 0.0311088 | val_loss: 0.0311383 | Time: 1663.94 ms [2022-01-26 11:11:10 main:574] : INFO : Epoch 1801 | loss: 0.0311114 | val_loss: 0.0311501 | Time: 1716.28 ms [2022-01-26 11:11:12 main:574] : INFO : Epoch 1802 | loss: 0.0311138 | val_loss: 0.0311419 | Time: 1753.4 ms [2022-01-26 11:11:13 main:574] : INFO : Epoch 1803 | loss: 0.0311101 | val_loss: 0.0311441 | Time: 1848.65 ms [2022-01-26 11:11:15 main:574] : INFO : Epoch 1804 | loss: 0.0311083 | val_loss: 0.0311402 | Time: 1734.72 ms [2022-01-26 11:11:17 main:574] : INFO : Epoch 1805 | loss: 0.031114 | val_loss: 0.0311401 | Time: 1662.81 ms [2022-01-26 11:11:19 main:574] : INFO : Epoch 1806 | loss: 0.0311128 | val_loss: 0.0311402 | Time: 1673.72 ms [2022-01-26 11:11:20 main:574] : INFO : Epoch 1807 | loss: 0.0311125 | val_loss: 0.0311381 | Time: 1654.9 ms [2022-01-26 11:11:22 main:574] : INFO : Epoch 1808 | loss: 0.0311118 | val_loss: 0.0311434 | Time: 1691.29 ms [2022-01-26 11:11:24 main:574] : INFO : Epoch 1809 | loss: 0.0311125 | val_loss: 0.0311398 | Time: 1794.9 ms [2022-01-26 11:11:25 main:574] : INFO : Epoch 1810 | loss: 0.0410621 | val_loss: 0.083566 | Time: 1656.54 ms [2022-01-26 11:11:27 main:574] : INFO : Epoch 1811 | loss: 0.0487327 | val_loss: 0.0348638 | Time: 1694.49 ms [2022-01-26 11:11:29 main:574] : INFO : Epoch 1812 | loss: 0.0328033 | val_loss: 0.0314377 | Time: 1914.95 ms [2022-01-26 11:11:31 main:574] : INFO : Epoch 1813 | loss: 0.031429 | val_loss: 0.0313071 | Time: 1887.26 ms [2022-01-26 11:11:33 main:574] : INFO : Epoch 1814 | loss: 0.0312893 | val_loss: 0.0312701 | Time: 1660.72 ms [2022-01-26 11:11:34 main:574] : INFO : Epoch 1815 | loss: 0.0312628 | val_loss: 0.0312596 | Time: 1676.62 ms [2022-01-26 11:11:36 main:574] : INFO : Epoch 1816 | loss: 0.0312571 | val_loss: 0.0312568 | Time: 1762.35 ms [2022-01-26 11:11:38 main:574] : INFO : Epoch 1817 | loss: 0.0312559 | val_loss: 0.0312565 | Time: 1671.96 ms [2022-01-26 11:11:39 main:574] : INFO : Epoch 1818 | loss: 0.0312555 | val_loss: 0.0312545 | Time: 1669.59 ms [2022-01-26 11:11:41 main:574] : INFO : Epoch 1819 | loss: 0.0312546 | val_loss: 0.0312543 | Time: 1655.1 ms [2022-01-26 11:11:43 main:574] : INFO : Epoch 1820 | loss: 0.0312542 | val_loss: 0.0312535 | Time: 1650.98 ms [2022-01-26 11:11:44 main:574] : INFO : Epoch 1821 | loss: 0.0312535 | val_loss: 0.031253 | Time: 1652.41 ms [2022-01-26 11:11:46 main:574] : INFO : Epoch 1822 | loss: 0.0312531 | val_loss: 0.0312529 | Time: 1714.81 ms [2022-01-26 11:11:48 main:574] : INFO : Epoch 1823 | loss: 0.031253 | val_loss: 0.0312523 | Time: 1703.56 ms [2022-01-26 11:11:50 main:574] : INFO : Epoch 1824 | loss: 0.0312526 | val_loss: 0.0312525 | Time: 1763.09 ms [2022-01-26 11:11:51 main:574] : INFO : Epoch 1825 | loss: 0.0312527 | val_loss: 0.0312521 | Time: 1745.28 ms [2022-01-26 11:11:53 main:574] : INFO : Epoch 1826 | loss: 0.0312528 | val_loss: 0.0312521 | Time: 1712.25 ms [2022-01-26 11:11:55 main:574] : INFO : Epoch 1827 | loss: 0.031252 | val_loss: 0.0312519 | Time: 1654.97 ms [2022-01-26 11:11:56 main:574] : INFO : Epoch 1828 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1662.46 ms [2022-01-26 11:11:58 main:574] : INFO : Epoch 1829 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1688.19 ms [2022-01-26 11:12:00 main:574] : INFO : Epoch 1830 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1755.29 ms [2022-01-26 11:12:02 main:574] : INFO : Epoch 1831 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 1705.38 ms [2022-01-26 11:12:03 main:574] : INFO : Epoch 1832 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 1691.8 ms [2022-01-26 11:12:05 main:574] : INFO : Epoch 1833 | loss: 0.0312516 | val_loss: 0.031251 | Time: 1654.78 ms [2022-01-26 11:12:07 main:574] : INFO : Epoch 1834 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 1652.6 ms [2022-01-26 11:12:08 main:574] : INFO : Epoch 1835 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1666.13 ms [2022-01-26 11:12:10 main:574] : INFO : Epoch 1836 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1667.54 ms [2022-01-26 11:12:12 main:574] : INFO : Epoch 1837 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1697.41 ms [2022-01-26 11:12:13 main:574] : INFO : Epoch 1838 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1680.36 ms [2022-01-26 11:12:15 main:574] : INFO : Epoch 1839 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 1656.8 ms [2022-01-26 11:12:17 main:574] : INFO : Epoch 1840 | loss: 0.031252 | val_loss: 0.0312511 | Time: 1694.26 ms [2022-01-26 11:12:18 main:574] : INFO : Epoch 1841 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1672.99 ms [2022-01-26 11:12:20 main:574] : INFO : Epoch 1842 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1675.24 ms [2022-01-26 11:12:22 main:574] : INFO : Epoch 1843 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1672.54 ms [2022-01-26 11:12:23 main:574] : INFO : Epoch 1844 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1654.91 ms [2022-01-26 11:12:25 main:574] : INFO : Epoch 1845 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1653.5 ms [2022-01-26 11:12:27 main:574] : INFO : Epoch 1846 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1679.55 ms [2022-01-26 11:12:28 main:574] : INFO : Epoch 1847 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1659.77 ms [2022-01-26 11:12:30 main:574] : INFO : Epoch 1848 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1660.19 ms [2022-01-26 11:12:32 main:574] : INFO : Epoch 1849 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1667.76 ms [2022-01-26 11:12:33 main:574] : INFO : Epoch 1850 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1638.13 ms [2022-01-26 11:12:35 main:574] : INFO : Epoch 1851 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1708.38 ms [2022-01-26 11:12:37 main:574] : INFO : Epoch 1852 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1697.97 ms [2022-01-26 11:12:39 main:574] : INFO : Epoch 1853 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1670.88 ms [2022-01-26 11:12:40 main:574] : INFO : Epoch 1854 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1678.19 ms [2022-01-26 11:12:42 main:574] : INFO : Epoch 1855 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1702.11 ms [2022-01-26 11:12:44 main:574] : INFO : Epoch 1856 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1659.85 ms [2022-01-26 11:12:45 main:574] : INFO : Epoch 1857 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1674.1 ms [2022-01-26 11:12:47 main:574] : INFO : Epoch 1858 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1869.4 ms [2022-01-26 11:12:49 main:574] : INFO : Epoch 1859 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1730.91 ms [2022-01-26 11:12:51 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1679.34 ms [2022-01-26 11:12:53 main:574] : INFO : Epoch 1861 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1795.73 ms [2022-01-26 11:12:54 main:574] : INFO : Epoch 1862 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1838.69 ms [2022-01-26 11:12:56 main:574] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1677.13 ms [2022-01-26 11:12:58 main:574] : INFO : Epoch 1864 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1654.17 ms [2022-01-26 11:12:59 main:574] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1692.58 ms [2022-01-26 11:13:01 main:574] : INFO : Epoch 1866 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1774.82 ms [2022-01-26 11:13:03 main:574] : INFO : Epoch 1867 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1704.98 ms [2022-01-26 11:13:05 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1873.33 ms [2022-01-26 11:13:06 main:574] : INFO : Epoch 1869 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1674.65 ms [2022-01-26 11:13:08 main:574] : INFO : Epoch 1870 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1730.58 ms [2022-01-26 11:13:10 main:574] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1722.96 ms [2022-01-26 11:13:12 main:574] : INFO : Epoch 1872 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1704.5 ms [2022-01-26 11:13:13 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1729.15 ms [2022-01-26 11:13:15 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1663.45 ms [2022-01-26 11:13:17 main:574] : INFO : Epoch 1875 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1693.17 ms [2022-01-26 11:13:19 main:574] : INFO : Epoch 1876 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1720.43 ms [2022-01-26 11:13:20 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1680.71 ms [2022-01-26 11:13:22 main:574] : INFO : Epoch 1878 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1658.9 ms [2022-01-26 11:13:24 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1662.51 ms [2022-01-26 11:13:25 main:574] : INFO : Epoch 1880 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1654.03 ms [2022-01-26 11:13:27 main:574] : INFO : Epoch 1881 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1705.16 ms [2022-01-26 11:13:29 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1672.99 ms [2022-01-26 11:13:30 main:574] : INFO : Epoch 1883 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1666.83 ms [2022-01-26 11:13:32 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1655.31 ms [2022-01-26 11:13:34 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1663.73 ms [2022-01-26 11:13:35 main:574] : INFO : Epoch 1886 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1655.91 ms [2022-01-26 11:13:37 main:574] : INFO : Epoch 1887 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1667.44 ms [2022-01-26 11:13:39 main:574] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1662.42 ms [2022-01-26 11:13:40 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1669.74 ms [2022-01-26 11:13:42 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1686.15 ms [2022-01-26 11:13:44 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1663.19 ms [2022-01-26 11:13:45 main:574] : INFO : Epoch 1892 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1661.36 ms [2022-01-26 11:13:47 main:574] : INFO : Epoch 1893 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1677.98 ms [2022-01-26 11:13:49 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1674.39 ms [2022-01-26 11:13:50 main:574] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1678.28 ms [2022-01-26 11:13:52 main:574] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1656.77 ms [2022-01-26 11:13:54 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1665.44 ms [2022-01-26 11:13:56 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1745.34 ms [2022-01-26 11:13:57 main:574] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1672.04 ms [2022-01-26 11:13:59 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1717.19 ms [2022-01-26 11:14:01 main:574] : INFO : Epoch 1901 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1686.61 ms [2022-01-26 11:14:02 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1694.66 ms [2022-01-26 11:14:04 main:574] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1692.18 ms [2022-01-26 11:14:06 main:574] : INFO : Epoch 1904 | loss: 0.03125 | val_loss: 0.03125 | Time: 1680.04 ms [2022-01-26 11:14:08 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1703.19 ms [2022-01-26 11:14:09 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.031252 | Time: 1727.8 ms [2022-01-26 11:14:11 main:574] : INFO : Epoch 1907 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1703.88 ms [2022-01-26 11:14:13 main:574] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1725.06 ms [2022-01-26 11:14:14 main:574] : INFO : Epoch 1909 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1682.01 ms [2022-01-26 11:14:16 main:574] : INFO : Epoch 1910 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1685.48 ms [2022-01-26 11:14:18 main:574] : INFO : Epoch 1911 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1733.49 ms [2022-01-26 11:14:20 main:574] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1719.03 ms [2022-01-26 11:14:21 main:574] : INFO : Epoch 1913 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1680.89 ms [2022-01-26 11:14:23 main:574] : INFO : Epoch 1914 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1725.18 ms [2022-01-26 11:14:25 main:574] : INFO : Epoch 1915 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1677.74 ms [2022-01-26 11:14:26 main:574] : INFO : Epoch 1916 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1674.45 ms [2022-01-26 11:14:28 main:574] : INFO : Epoch 1917 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1666.66 ms [2022-01-26 11:14:30 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1695.31 ms [2022-01-26 11:14:31 main:574] : INFO : Epoch 1919 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1688.32 ms [2022-01-26 11:14:33 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 1716.14 ms [2022-01-26 11:14:35 main:574] : INFO : Epoch 1921 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1758.4 ms [2022-01-26 11:14:37 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1705.56 ms [2022-01-26 11:14:49 main:574] : INFO : Epoch 1923 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 11911 ms [2022-01-26 11:14:50 main:574] : INFO : Epoch 1924 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1709.25 ms [2022-01-26 11:14:52 main:574] : INFO : Epoch 1925 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1884.13 ms [2022-01-26 11:14:54 main:574] : INFO : Epoch 1926 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1688.93 ms [2022-01-26 11:14:56 main:574] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1785.02 ms [2022-01-26 11:14:57 main:574] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 1673.31 ms [2022-01-26 11:14:59 main:574] : INFO : Epoch 1929 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1682.74 ms [2022-01-26 11:15:01 main:574] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1671.48 ms [2022-01-26 11:15:02 main:574] : INFO : Epoch 1931 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1679.43 ms [2022-01-26 11:15:04 main:574] : INFO : Epoch 1932 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1680.19 ms [2022-01-26 11:15:06 main:574] : INFO : Epoch 1933 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1675.86 ms [2022-01-26 11:15:08 main:574] : INFO : Epoch 1934 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1697.52 ms [2022-01-26 11:15:09 main:574] : INFO : Epoch 1935 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1681.99 ms [2022-01-26 11:15:11 main:574] : INFO : Epoch 1936 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1687.98 ms [2022-01-26 11:15:13 main:574] : INFO : Epoch 1937 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1686.49 ms [2022-01-26 11:15:15 main:574] : INFO : Epoch 1938 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1864.01 ms [2022-01-26 11:15:16 main:574] : INFO : Epoch 1939 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1735.12 ms [2022-01-26 11:15:18 main:574] : INFO : Epoch 1940 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1746.57 ms [2022-01-26 11:15:20 main:574] : INFO : Epoch 1941 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 1677.76 ms [2022-01-26 11:15:21 main:574] : INFO : Epoch 1942 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1692.13 ms [2022-01-26 11:15:23 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312488 | Time: 1695.85 ms [2022-01-26 11:15:25 main:574] : INFO : Epoch 1944 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1659.12 ms [2022-01-26 11:15:27 main:574] : INFO : Epoch 1945 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 1692.11 ms [2022-01-26 11:15:28 main:574] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1679.77 ms [2022-01-26 11:15:30 main:574] : INFO : Epoch 1947 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1683.35 ms [2022-01-26 11:15:32 main:574] : INFO : Epoch 1948 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1690.9 ms [2022-01-26 11:15:33 main:574] : INFO : Epoch 1949 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1683.95 ms [2022-01-26 11:15:35 main:574] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1675.18 ms [2022-01-26 11:15:37 main:574] : INFO : Epoch 1951 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1692 ms [2022-01-26 11:15:38 main:574] : INFO : Epoch 1952 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1759.24 ms [2022-01-26 11:15:40 main:574] : INFO : Epoch 1953 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1717.65 ms [2022-01-26 11:15:42 main:574] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 1713.66 ms [2022-01-26 11:15:44 main:574] : INFO : Epoch 1955 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1829.26 ms [2022-01-26 11:15:45 main:574] : INFO : Epoch 1956 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1689.35 ms [2022-01-26 11:15:47 main:574] : INFO : Epoch 1957 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1688.72 ms [2022-01-26 11:15:49 main:574] : INFO : Epoch 1958 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1672.86 ms [2022-01-26 11:15:50 main:574] : INFO : Epoch 1959 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1669.43 ms [2022-01-26 11:15:52 main:574] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1680.88 ms [2022-01-26 11:15:54 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312483 | Time: 1689.18 ms [2022-01-26 11:15:56 main:574] : INFO : Epoch 1962 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 1750.63 ms [2022-01-26 11:15:57 main:574] : INFO : Epoch 1963 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1745.02 ms [2022-01-26 11:15:59 main:574] : INFO : Epoch 1964 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1703.11 ms [2022-01-26 11:16:01 main:574] : INFO : Epoch 1965 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1709.71 ms [2022-01-26 11:16:03 main:574] : INFO : Epoch 1966 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1751.99 ms [2022-01-26 11:16:04 main:574] : INFO : Epoch 1967 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1651.89 ms [2022-01-26 11:16:06 main:574] : INFO : Epoch 1968 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1675.02 ms [2022-01-26 11:16:08 main:574] : INFO : Epoch 1969 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1664.97 ms [2022-01-26 11:16:09 main:574] : INFO : Epoch 1970 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1656.97 ms [2022-01-26 11:16:11 main:574] : INFO : Epoch 1971 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1658.61 ms [2022-01-26 11:16:13 main:574] : INFO : Epoch 1972 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1671.15 ms [2022-01-26 11:16:14 main:574] : INFO : Epoch 1973 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1713.22 ms [2022-01-26 11:16:16 main:574] : INFO : Epoch 1974 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1692.59 ms [2022-01-26 11:16:18 main:574] : INFO : Epoch 1975 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1738.66 ms [2022-01-26 11:16:20 main:574] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1734.04 ms [2022-01-26 11:16:21 main:574] : INFO : Epoch 1977 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1746.81 ms [2022-01-26 11:16:23 main:574] : INFO : Epoch 1978 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1707.12 ms [2022-01-26 11:16:25 main:574] : INFO : Epoch 1979 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1782.94 ms [2022-01-26 11:16:27 main:574] : INFO : Epoch 1980 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1672.07 ms [2022-01-26 11:16:28 main:574] : INFO : Epoch 1981 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1698.59 ms [2022-01-26 11:16:30 main:574] : INFO : Epoch 1982 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1709.66 ms [2022-01-26 11:16:32 main:574] : INFO : Epoch 1983 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1686.27 ms [2022-01-26 11:16:33 main:574] : INFO : Epoch 1984 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1698.06 ms [2022-01-26 11:16:35 main:574] : INFO : Epoch 1985 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 1687.52 ms [2022-01-26 11:16:37 main:574] : INFO : Epoch 1986 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1679.84 ms [2022-01-26 11:16:38 main:574] : INFO : Epoch 1987 | loss: 0.0312487 | val_loss: 0.031252 | Time: 1690.96 ms [2022-01-26 11:16:40 main:574] : INFO : Epoch 1988 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1687.42 ms [2022-01-26 11:16:42 main:574] : INFO : Epoch 1989 | loss: 0.0312478 | val_loss: 0.0312497 | Time: 1685.05 ms [2022-01-26 11:16:44 main:574] : INFO : Epoch 1990 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1676.45 ms [2022-01-26 11:16:45 main:574] : INFO : Epoch 1991 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 1672.78 ms [2022-01-26 11:16:47 main:574] : INFO : Epoch 1992 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1680.04 ms [2022-01-26 11:16:49 main:574] : INFO : Epoch 1993 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1686.79 ms [2022-01-26 11:16:50 main:574] : INFO : Epoch 1994 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1685.24 ms [2022-01-26 11:16:52 main:574] : INFO : Epoch 1995 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1686.3 ms [2022-01-26 11:16:54 main:574] : INFO : Epoch 1996 | loss: 0.0312529 | val_loss: 0.0312569 | Time: 1683.8 ms [2022-01-26 11:16:55 main:574] : INFO : Epoch 1997 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1681.85 ms [2022-01-26 11:16:57 main:574] : INFO : Epoch 1998 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1673.5 ms [2022-01-26 11:16:59 main:574] : INFO : Epoch 1999 | loss: 0.0312489 | val_loss: 0.0312556 | Time: 1680.81 ms [2022-01-26 11:17:00 main:574] : INFO : Epoch 2000 | loss: 0.0312492 | val_loss: 0.0312465 | Time: 1683.12 ms [2022-01-26 11:17:02 main:574] : INFO : Epoch 2001 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 1720.47 ms [2022-01-26 11:17:04 main:574] : INFO : Epoch 2002 | loss: 0.0312472 | val_loss: 0.0312513 | Time: 1752.48 ms [2022-01-26 11:17:06 main:574] : INFO : Epoch 2003 | loss: 0.031249 | val_loss: 0.0312546 | Time: 1705.02 ms [2022-01-26 11:17:07 main:574] : INFO : Epoch 2004 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 1697.65 ms [2022-01-26 11:17:09 main:574] : INFO : Epoch 2005 | loss: 0.0312475 | val_loss: 0.0312446 | Time: 1751.01 ms [2022-01-26 11:17:11 main:574] : INFO : Epoch 2006 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 1701.19 ms [2022-01-26 11:17:13 main:574] : INFO : Epoch 2007 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1708.64 ms [2022-01-26 11:17:14 main:574] : INFO : Epoch 2008 | loss: 0.0312445 | val_loss: 0.0312428 | Time: 1720.41 ms [2022-01-26 11:17:16 main:574] : INFO : Epoch 2009 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 1711.51 ms [2022-01-26 11:17:18 main:574] : INFO : Epoch 2010 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 1702.54 ms [2022-01-26 11:17:19 main:574] : INFO : Epoch 2011 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 1751.47 ms [2022-01-26 11:17:21 main:574] : INFO : Epoch 2012 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 1680.95 ms [2022-01-26 11:17:23 main:574] : INFO : Epoch 2013 | loss: 0.0312404 | val_loss: 0.0312381 | Time: 1684.08 ms [2022-01-26 11:17:25 main:574] : INFO : Epoch 2014 | loss: 0.0312401 | val_loss: 0.0312462 | Time: 1672.13 ms [2022-01-26 11:17:26 main:574] : INFO : Epoch 2015 | loss: 0.0312423 | val_loss: 0.0312356 | Time: 1680.07 ms [2022-01-26 11:17:28 main:574] : INFO : Epoch 2016 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 1714.71 ms [2022-01-26 11:17:30 main:574] : INFO : Epoch 2017 | loss: 0.0312383 | val_loss: 0.0312348 | Time: 1735.28 ms [2022-01-26 11:17:31 main:574] : INFO : Epoch 2018 | loss: 0.0312381 | val_loss: 0.0312442 | Time: 1699.16 ms [2022-01-26 11:17:33 main:574] : INFO : Epoch 2019 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 1753.2 ms [2022-01-26 11:17:35 main:574] : INFO : Epoch 2020 | loss: 0.0312462 | val_loss: 0.031251 | Time: 1717.24 ms [2022-01-26 11:17:37 main:574] : INFO : Epoch 2021 | loss: 0.0312389 | val_loss: 0.0312333 | Time: 1713.96 ms [2022-01-26 11:17:38 main:574] : INFO : Epoch 2022 | loss: 0.0312377 | val_loss: 0.0312397 | Time: 1746.08 ms [2022-01-26 11:17:40 main:574] : INFO : Epoch 2023 | loss: 0.0312401 | val_loss: 0.0312341 | Time: 1938.85 ms [2022-01-26 11:17:42 main:574] : INFO : Epoch 2024 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 1707.57 ms [2022-01-26 11:17:44 main:574] : INFO : Epoch 2025 | loss: 0.0312345 | val_loss: 0.0312325 | Time: 1690.21 ms [2022-01-26 11:17:45 main:574] : INFO : Epoch 2026 | loss: 0.0312354 | val_loss: 0.0312327 | Time: 1691.13 ms [2022-01-26 11:17:47 main:574] : INFO : Epoch 2027 | loss: 0.0312345 | val_loss: 0.0312317 | Time: 1724.79 ms [2022-01-26 11:17:49 main:574] : INFO : Epoch 2028 | loss: 0.0312389 | val_loss: 0.0312364 | Time: 1790.92 ms [2022-01-26 11:17:51 main:574] : INFO : Epoch 2029 | loss: 0.0312386 | val_loss: 0.0312427 | Time: 1931.93 ms [2022-01-26 11:17:53 main:574] : INFO : Epoch 2030 | loss: 0.0312381 | val_loss: 0.0312368 | Time: 1712.98 ms [2022-01-26 11:17:54 main:574] : INFO : Epoch 2031 | loss: 0.0312355 | val_loss: 0.0312327 | Time: 1691.99 ms [2022-01-26 11:17:56 main:574] : INFO : Epoch 2032 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 1801.87 ms [2022-01-26 11:17:58 main:574] : INFO : Epoch 2033 | loss: 0.0312348 | val_loss: 0.0312378 | Time: 1706.41 ms [2022-01-26 11:18:00 main:574] : INFO : Epoch 2034 | loss: 0.0312322 | val_loss: 0.0312336 | Time: 1713.58 ms [2022-01-26 11:18:01 main:574] : INFO : Epoch 2035 | loss: 0.0312332 | val_loss: 0.0312302 | Time: 1725.17 ms [2022-01-26 11:18:03 main:574] : INFO : Epoch 2036 | loss: 0.0312318 | val_loss: 0.0312295 | Time: 1785.8 ms [2022-01-26 11:18:05 main:574] : INFO : Epoch 2037 | loss: 0.0312331 | val_loss: 0.0312324 | Time: 1696.29 ms [2022-01-26 11:18:07 main:574] : INFO : Epoch 2038 | loss: 0.0312338 | val_loss: 0.0312322 | Time: 1699.36 ms [2022-01-26 11:18:08 main:574] : INFO : Epoch 2039 | loss: 0.0312308 | val_loss: 0.0312332 | Time: 1673.14 ms [2022-01-26 11:18:10 main:574] : INFO : Epoch 2040 | loss: 0.0312319 | val_loss: 0.0312291 | Time: 1665.27 ms [2022-01-26 11:18:12 main:574] : INFO : Epoch 2041 | loss: 0.0312313 | val_loss: 0.0312289 | Time: 1664.71 ms [2022-01-26 11:18:13 main:574] : INFO : Epoch 2042 | loss: 0.0312316 | val_loss: 0.0312336 | Time: 1666.65 ms [2022-01-26 11:18:15 main:574] : INFO : Epoch 2043 | loss: 0.0312351 | val_loss: 0.0312302 | Time: 1675.63 ms [2022-01-26 11:18:17 main:574] : INFO : Epoch 2044 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 1678.44 ms [2022-01-26 11:18:18 main:574] : INFO : Epoch 2045 | loss: 0.0312395 | val_loss: 0.0312486 | Time: 1666.88 ms [2022-01-26 11:18:20 main:574] : INFO : Epoch 2046 | loss: 0.0312383 | val_loss: 0.0312349 | Time: 1678.13 ms [2022-01-26 11:18:22 main:574] : INFO : Epoch 2047 | loss: 0.0312355 | val_loss: 0.0312396 | Time: 1670.55 ms [2022-01-26 11:18:24 main:574] : INFO : Epoch 2048 | loss: 0.0312337 | val_loss: 0.0312343 | Time: 1808.4 ms [2022-01-26 11:18:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312343 [2022-01-26 11:18:24 main:603] : INFO : Saving end state to config to file [2022-01-26 11:18:24 main:608] : INFO : Success, exiting.. 11:18:24 (26152): 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)