Task 9836270
| Name | ParityModified-1638630505-5244-0_1 |
| Workunit | 6832602 |
| Created | 15 Dec 2021, 8:36:12 UTC |
| Sent | 15 Dec 2021, 9:53:11 UTC |
| Report deadline | 23 Dec 2021, 9:53:11 UTC |
| Received | 15 Dec 2021, 12:03:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 59 min 32 sec |
| CPU time | 55 min 29 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> main:574] : INFO : Epoch 1542 | loss: 0.0311462 | val_loss: 0.0311657 | Time: 1777.76 ms [2021-12-15 11:48:40 main:574] : INFO : Epoch 1543 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 1702.01 ms [2021-12-15 11:48:42 main:574] : INFO : Epoch 1544 | loss: 0.0311457 | val_loss: 0.0311604 | Time: 1691.32 ms [2021-12-15 11:48:44 main:574] : INFO : Epoch 1545 | loss: 0.0311451 | val_loss: 0.0311576 | Time: 1695.98 ms [2021-12-15 11:48:45 main:574] : INFO : Epoch 1546 | loss: 0.0311427 | val_loss: 0.0311631 | Time: 1700.41 ms [2021-12-15 11:48:47 main:574] : INFO : Epoch 1547 | loss: 0.0311427 | val_loss: 0.0311646 | Time: 1705.71 ms [2021-12-15 11:48:49 main:574] : INFO : Epoch 1548 | loss: 0.0311415 | val_loss: 0.0311599 | Time: 1690.96 ms [2021-12-15 11:48:51 main:574] : INFO : Epoch 1549 | loss: 0.0311406 | val_loss: 0.0311615 | Time: 1716.33 ms [2021-12-15 11:48:52 main:574] : INFO : Epoch 1550 | loss: 0.031138 | val_loss: 0.0311581 | Time: 1701.29 ms [2021-12-15 11:48:54 main:574] : INFO : Epoch 1551 | loss: 0.031139 | val_loss: 0.0311572 | Time: 1698.67 ms [2021-12-15 11:48:56 main:574] : INFO : Epoch 1552 | loss: 0.0311364 | val_loss: 0.0311629 | Time: 1696.19 ms [2021-12-15 11:48:57 main:574] : INFO : Epoch 1553 | loss: 0.0311376 | val_loss: 0.03116 | Time: 1706.79 ms [2021-12-15 11:48:59 main:574] : INFO : Epoch 1554 | loss: 0.0311392 | val_loss: 0.031158 | Time: 1807.15 ms [2021-12-15 11:49:01 main:574] : INFO : Epoch 1555 | loss: 0.031139 | val_loss: 0.0311613 | Time: 1694.87 ms [2021-12-15 11:49:03 main:574] : INFO : Epoch 1556 | loss: 0.0311385 | val_loss: 0.0311601 | Time: 1699.83 ms [2021-12-15 11:49:04 main:574] : INFO : Epoch 1557 | loss: 0.0311372 | val_loss: 0.0311584 | Time: 1706.29 ms [2021-12-15 11:49:06 main:574] : INFO : Epoch 1558 | loss: 0.0311369 | val_loss: 0.0311569 | Time: 1718.82 ms [2021-12-15 11:49:08 main:574] : INFO : Epoch 1559 | loss: 0.0311345 | val_loss: 0.0311608 | Time: 1771.58 ms [2021-12-15 11:49:10 main:574] : INFO : Epoch 1560 | loss: 0.0311339 | val_loss: 0.0311582 | Time: 1717.58 ms [2021-12-15 11:49:11 main:574] : INFO : Epoch 1561 | loss: 0.0311359 | val_loss: 0.0311616 | Time: 1729.93 ms [2021-12-15 11:49:13 main:574] : INFO : Epoch 1562 | loss: 0.0311346 | val_loss: 0.0311574 | Time: 1720.39 ms [2021-12-15 11:49:15 main:574] : INFO : Epoch 1563 | loss: 0.0311346 | val_loss: 0.0311571 | Time: 1723.43 ms [2021-12-15 11:49:17 main:574] : INFO : Epoch 1564 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 1746.21 ms [2021-12-15 11:49:18 main:574] : INFO : Epoch 1565 | loss: 0.0311335 | val_loss: 0.0311576 | Time: 1708.72 ms [2021-12-15 11:49:20 main:574] : INFO : Epoch 1566 | loss: 0.0311347 | val_loss: 0.0311587 | Time: 1689.21 ms [2021-12-15 11:49:22 main:574] : INFO : Epoch 1567 | loss: 0.0311336 | val_loss: 0.0311586 | Time: 1696.85 ms [2021-12-15 11:49:24 main:574] : INFO : Epoch 1568 | loss: 0.0311314 | val_loss: 0.0311614 | Time: 1749.06 ms [2021-12-15 11:49:25 main:574] : INFO : Epoch 1569 | loss: 0.0311313 | val_loss: 0.0311585 | Time: 1715.76 ms [2021-12-15 11:49:27 main:574] : INFO : Epoch 1570 | loss: 0.0311324 | val_loss: 0.0311634 | Time: 1796.83 ms [2021-12-15 11:49:29 main:574] : INFO : Epoch 1571 | loss: 0.0311325 | val_loss: 0.03116 | Time: 1690.36 ms [2021-12-15 11:49:30 main:574] : INFO : Epoch 1572 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 1690.51 ms [2021-12-15 11:49:32 main:574] : INFO : Epoch 1573 | loss: 0.0311325 | val_loss: 0.0311576 | Time: 1674.72 ms [2021-12-15 11:49:34 main:574] : INFO : Epoch 1574 | loss: 0.0311314 | val_loss: 0.0311627 | Time: 1702.89 ms [2021-12-15 11:49:36 main:574] : INFO : Epoch 1575 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 1691.04 ms [2021-12-15 11:49:37 main:574] : INFO : Epoch 1576 | loss: 0.0311312 | val_loss: 0.0311597 | Time: 1705.61 ms [2021-12-15 11:49:39 main:574] : INFO : Epoch 1577 | loss: 0.0311314 | val_loss: 0.0311599 | Time: 1694.94 ms [2021-12-15 11:49:41 main:574] : INFO : Epoch 1578 | loss: 0.0311311 | val_loss: 0.0311569 | Time: 1691.7 ms [2021-12-15 11:49:42 main:574] : INFO : Epoch 1579 | loss: 0.0311306 | val_loss: 0.0311664 | Time: 1697.9 ms [2021-12-15 11:49:44 main:574] : INFO : Epoch 1580 | loss: 0.0311321 | val_loss: 0.0311613 | Time: 1699.52 ms [2021-12-15 11:49:46 main:574] : INFO : Epoch 1581 | loss: 0.0311292 | val_loss: 0.0311601 | Time: 1710.29 ms [2021-12-15 11:49:48 main:574] : INFO : Epoch 1582 | loss: 0.0311342 | val_loss: 0.0311603 | Time: 1702.06 ms [2021-12-15 11:49:49 main:574] : INFO : Epoch 1583 | loss: 0.0311336 | val_loss: 0.0311586 | Time: 1709.29 ms [2021-12-15 11:49:51 main:574] : INFO : Epoch 1584 | loss: 0.031133 | val_loss: 0.0311554 | Time: 1697.73 ms [2021-12-15 11:49:53 main:574] : INFO : Epoch 1585 | loss: 0.0311319 | val_loss: 0.0311599 | Time: 1701.1 ms [2021-12-15 11:49:54 main:574] : INFO : Epoch 1586 | loss: 0.0311327 | val_loss: 0.0311607 | Time: 1696.21 ms [2021-12-15 11:49:56 main:574] : INFO : Epoch 1587 | loss: 0.0311354 | val_loss: 0.0311774 | Time: 1708.17 ms [2021-12-15 11:49:58 main:574] : INFO : Epoch 1588 | loss: 0.0311365 | val_loss: 0.0311575 | Time: 1700.57 ms [2021-12-15 11:50:00 main:574] : INFO : Epoch 1589 | loss: 0.0311297 | val_loss: 0.0311573 | Time: 1698.38 ms [2021-12-15 11:50:01 main:574] : INFO : Epoch 1590 | loss: 0.0311286 | val_loss: 0.0311575 | Time: 1711.37 ms [2021-12-15 11:50:03 main:574] : INFO : Epoch 1591 | loss: 0.0311301 | val_loss: 0.0311565 | Time: 1696.08 ms [2021-12-15 11:50:05 main:574] : INFO : Epoch 1592 | loss: 0.0311287 | val_loss: 0.0311567 | Time: 1698.45 ms [2021-12-15 11:50:06 main:574] : INFO : Epoch 1593 | loss: 0.031129 | val_loss: 0.0311603 | Time: 1713.03 ms [2021-12-15 11:50:08 main:574] : INFO : Epoch 1594 | loss: 0.0311283 | val_loss: 0.0311554 | Time: 1726.11 ms [2021-12-15 11:50:10 main:574] : INFO : Epoch 1595 | loss: 0.0311308 | val_loss: 0.0311586 | Time: 1723.84 ms [2021-12-15 11:50:12 main:574] : INFO : Epoch 1596 | loss: 0.0311304 | val_loss: 0.0311604 | Time: 1727.44 ms [2021-12-15 11:50:13 main:574] : INFO : Epoch 1597 | loss: 0.0311321 | val_loss: 0.0311591 | Time: 1722.73 ms [2021-12-15 11:50:15 main:574] : INFO : Epoch 1598 | loss: 0.0311288 | val_loss: 0.0311586 | Time: 1719.76 ms [2021-12-15 11:50:17 main:574] : INFO : Epoch 1599 | loss: 0.0311288 | val_loss: 0.0311582 | Time: 1725.25 ms [2021-12-15 11:50:19 main:574] : INFO : Epoch 1600 | loss: 0.0311286 | val_loss: 0.0311594 | Time: 1723.99 ms [2021-12-15 11:50:20 main:574] : INFO : Epoch 1601 | loss: 0.0311281 | val_loss: 0.0311592 | Time: 1724.54 ms [2021-12-15 11:50:22 main:574] : INFO : Epoch 1602 | loss: 0.0311306 | val_loss: 0.0311606 | Time: 1714.27 ms [2021-12-15 11:50:24 main:574] : INFO : Epoch 1603 | loss: 0.0311301 | val_loss: 0.0311576 | Time: 1726.25 ms [2021-12-15 11:50:25 main:574] : INFO : Epoch 1604 | loss: 0.0311291 | val_loss: 0.0311591 | Time: 1714.4 ms [2021-12-15 11:50:27 main:574] : INFO : Epoch 1605 | loss: 0.0311297 | val_loss: 0.0311599 | Time: 1742.67 ms [2021-12-15 11:50:29 main:574] : INFO : Epoch 1606 | loss: 0.0311281 | val_loss: 0.0311579 | Time: 1800.33 ms [2021-12-15 11:50:31 main:574] : INFO : Epoch 1607 | loss: 0.0311282 | val_loss: 0.0311574 | Time: 1700.86 ms [2021-12-15 11:50:32 main:574] : INFO : Epoch 1608 | loss: 0.0311274 | val_loss: 0.0311594 | Time: 1693.91 ms [2021-12-15 11:50:34 main:574] : INFO : Epoch 1609 | loss: 0.03113 | val_loss: 0.031166 | Time: 1703.72 ms [2021-12-15 11:50:36 main:574] : INFO : Epoch 1610 | loss: 0.0311304 | val_loss: 0.0311563 | Time: 1695.76 ms [2021-12-15 11:50:38 main:574] : INFO : Epoch 1611 | loss: 0.0311266 | val_loss: 0.0311605 | Time: 1699.4 ms [2021-12-15 11:50:39 main:574] : INFO : Epoch 1612 | loss: 0.0311316 | val_loss: 0.0311592 | Time: 1707.95 ms [2021-12-15 11:50:41 main:574] : INFO : Epoch 1613 | loss: 0.0311269 | val_loss: 0.0311584 | Time: 1700.1 ms [2021-12-15 11:50:43 main:574] : INFO : Epoch 1614 | loss: 0.0311275 | val_loss: 0.0311573 | Time: 1697.36 ms [2021-12-15 11:50:44 main:574] : INFO : Epoch 1615 | loss: 0.0311257 | val_loss: 0.031159 | Time: 1705.24 ms [2021-12-15 11:50:46 main:574] : INFO : Epoch 1616 | loss: 0.0311334 | val_loss: 0.0311618 | Time: 1701.98 ms [2021-12-15 11:50:48 main:574] : INFO : Epoch 1617 | loss: 0.0311382 | val_loss: 0.0311586 | Time: 1761.64 ms [2021-12-15 11:50:50 main:574] : INFO : Epoch 1618 | loss: 0.0311398 | val_loss: 0.0311697 | Time: 1797.03 ms [2021-12-15 11:50:51 main:574] : INFO : Epoch 1619 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 1687.67 ms [2021-12-15 11:50:53 main:574] : INFO : Epoch 1620 | loss: 0.0311654 | val_loss: 0.031166 | Time: 1735.81 ms [2021-12-15 11:50:55 main:574] : INFO : Epoch 1621 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 1699.32 ms [2021-12-15 11:50:57 main:574] : INFO : Epoch 1622 | loss: 0.0311587 | val_loss: 0.0311632 | Time: 1695.61 ms [2021-12-15 11:50:58 main:574] : INFO : Epoch 1623 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 1706.72 ms [2021-12-15 11:51:00 main:574] : INFO : Epoch 1624 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 1731.9 ms [2021-12-15 11:51:02 main:574] : INFO : Epoch 1625 | loss: 0.0311721 | val_loss: 0.0311715 | Time: 1713.78 ms [2021-12-15 11:51:03 main:574] : INFO : Epoch 1626 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 1691.36 ms [2021-12-15 11:51:05 main:574] : INFO : Epoch 1627 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1700.94 ms [2021-12-15 11:51:07 main:574] : INFO : Epoch 1628 | loss: 0.0311646 | val_loss: 0.031167 | Time: 1693.89 ms [2021-12-15 11:51:09 main:574] : INFO : Epoch 1629 | loss: 0.0311605 | val_loss: 0.0311646 | Time: 1695.36 ms [2021-12-15 11:51:10 main:574] : INFO : Epoch 1630 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 1701.85 ms [2021-12-15 11:51:12 main:574] : INFO : Epoch 1631 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1764.39 ms [2021-12-15 11:51:14 main:574] : INFO : Epoch 1632 | loss: 0.0311563 | val_loss: 0.0311625 | Time: 1709.17 ms [2021-12-15 11:51:16 main:574] : INFO : Epoch 1633 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 1707.48 ms [2021-12-15 11:51:17 main:574] : INFO : Epoch 1634 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 1705.13 ms [2021-12-15 11:51:19 main:574] : INFO : Epoch 1635 | loss: 0.0311533 | val_loss: 0.0311611 | Time: 1708.73 ms [2021-12-15 11:51:21 main:574] : INFO : Epoch 1636 | loss: 0.031152 | val_loss: 0.0311602 | Time: 1713.66 ms [2021-12-15 11:51:22 main:574] : INFO : Epoch 1637 | loss: 0.0311515 | val_loss: 0.0311607 | Time: 1715.19 ms [2021-12-15 11:51:24 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.031162 | Time: 1704.57 ms [2021-12-15 11:51:26 main:574] : INFO : Epoch 1639 | loss: 0.0311525 | val_loss: 0.0311591 | Time: 1702.13 ms [2021-12-15 11:51:28 main:574] : INFO : Epoch 1640 | loss: 0.0311501 | val_loss: 0.0311619 | Time: 1700.77 ms [2021-12-15 11:51:29 main:574] : INFO : Epoch 1641 | loss: 0.0311499 | val_loss: 0.0311631 | Time: 1763.63 ms [2021-12-15 11:51:31 main:574] : INFO : Epoch 1642 | loss: 0.0311518 | val_loss: 0.0311601 | Time: 1773.69 ms [2021-12-15 11:51:33 main:574] : INFO : Epoch 1643 | loss: 0.0311522 | val_loss: 0.031169 | Time: 1747.13 ms [2021-12-15 11:51:35 main:574] : INFO : Epoch 1644 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 1731.54 ms [2021-12-15 11:51:36 main:574] : INFO : Epoch 1645 | loss: 0.0311645 | val_loss: 0.0312522 | Time: 1721.56 ms [2021-12-15 11:51:38 main:574] : INFO : Epoch 1646 | loss: 0.0372308 | val_loss: 0.0353114 | Time: 1780.63 ms [2021-12-15 11:51:40 main:574] : INFO : Epoch 1647 | loss: 0.0322207 | val_loss: 0.0314376 | Time: 1797.66 ms [2021-12-15 11:51:42 main:574] : INFO : Epoch 1648 | loss: 0.0313548 | val_loss: 0.0312672 | Time: 1984.92 ms [2021-12-15 11:51:44 main:574] : INFO : Epoch 1649 | loss: 0.03125 | val_loss: 0.031223 | Time: 1819.82 ms [2021-12-15 11:51:46 main:574] : INFO : Epoch 1650 | loss: 0.0312116 | val_loss: 0.031196 | Time: 2013.06 ms [2021-12-15 11:51:48 main:574] : INFO : Epoch 1651 | loss: 0.0311909 | val_loss: 0.0311797 | Time: 1714.37 ms [2021-12-15 11:51:49 main:574] : INFO : Epoch 1652 | loss: 0.0311777 | val_loss: 0.0311692 | Time: 1763.31 ms [2021-12-15 11:51:51 main:574] : INFO : Epoch 1653 | loss: 0.0311702 | val_loss: 0.0311679 | Time: 1743.77 ms [2021-12-15 11:51:53 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311631 | Time: 1711.66 ms [2021-12-15 11:51:55 main:574] : INFO : Epoch 1655 | loss: 0.0311647 | val_loss: 0.0311621 | Time: 1718.58 ms [2021-12-15 11:51:56 main:574] : INFO : Epoch 1656 | loss: 0.0311647 | val_loss: 0.0311658 | Time: 1921.17 ms [2021-12-15 11:51:58 main:574] : INFO : Epoch 1657 | loss: 0.0311645 | val_loss: 0.0311611 | Time: 1737.34 ms [2021-12-15 11:52:00 main:574] : INFO : Epoch 1658 | loss: 0.0311616 | val_loss: 0.0311603 | Time: 1772.66 ms [2021-12-15 11:52:02 main:574] : INFO : Epoch 1659 | loss: 0.0311603 | val_loss: 0.0311597 | Time: 2149.31 ms [2021-12-15 11:52:04 main:574] : INFO : Epoch 1660 | loss: 0.0311601 | val_loss: 0.0311613 | Time: 1940.2 ms [2021-12-15 11:52:06 main:574] : INFO : Epoch 1661 | loss: 0.0311618 | val_loss: 0.031159 | Time: 1706.02 ms [2021-12-15 11:52:08 main:574] : INFO : Epoch 1662 | loss: 0.0311599 | val_loss: 0.0311585 | Time: 1948.58 ms [2021-12-15 11:52:09 main:574] : INFO : Epoch 1663 | loss: 0.0311589 | val_loss: 0.0311607 | Time: 1696.82 ms [2021-12-15 11:52:11 main:574] : INFO : Epoch 1664 | loss: 0.0311594 | val_loss: 0.0311618 | Time: 1702.04 ms [2021-12-15 11:52:13 main:574] : INFO : Epoch 1665 | loss: 0.0311577 | val_loss: 0.031162 | Time: 1708.82 ms [2021-12-15 11:52:15 main:574] : INFO : Epoch 1666 | loss: 0.0311586 | val_loss: 0.0311582 | Time: 1759.83 ms [2021-12-15 11:52:16 main:574] : INFO : Epoch 1667 | loss: 0.0311562 | val_loss: 0.0311593 | Time: 1699.79 ms [2021-12-15 11:52:18 main:574] : INFO : Epoch 1668 | loss: 0.0311565 | val_loss: 0.0311581 | Time: 1740.14 ms [2021-12-15 11:52:20 main:574] : INFO : Epoch 1669 | loss: 0.0311578 | val_loss: 0.0311598 | Time: 1736.61 ms [2021-12-15 11:52:22 main:574] : INFO : Epoch 1670 | loss: 0.0311589 | val_loss: 0.0311586 | Time: 1716.79 ms [2021-12-15 11:52:23 main:574] : INFO : Epoch 1671 | loss: 0.0311561 | val_loss: 0.0311584 | Time: 1839.1 ms [2021-12-15 11:52:25 main:574] : INFO : Epoch 1672 | loss: 0.0311558 | val_loss: 0.0311615 | Time: 1741.53 ms [2021-12-15 11:52:27 main:574] : INFO : Epoch 1673 | loss: 0.0311556 | val_loss: 0.0311594 | Time: 1725.57 ms [2021-12-15 11:52:29 main:574] : INFO : Epoch 1674 | loss: 0.0311557 | val_loss: 0.0311586 | Time: 1718.86 ms [2021-12-15 11:52:30 main:574] : INFO : Epoch 1675 | loss: 0.0311554 | val_loss: 0.0311568 | Time: 1697.9 ms [2021-12-15 11:52:32 main:574] : INFO : Epoch 1676 | loss: 0.0311558 | val_loss: 0.0311567 | Time: 1708.78 ms [2021-12-15 11:52:34 main:574] : INFO : Epoch 1677 | loss: 0.0311533 | val_loss: 0.0311576 | Time: 1691.06 ms [2021-12-15 11:52:36 main:574] : INFO : Epoch 1678 | loss: 0.0311549 | val_loss: 0.0311562 | Time: 1736.23 ms [2021-12-15 11:52:37 main:574] : INFO : Epoch 1679 | loss: 0.0311544 | val_loss: 0.0311547 | Time: 1749.96 ms [2021-12-15 11:52:39 main:574] : INFO : Epoch 1680 | loss: 0.0311529 | val_loss: 0.0311563 | Time: 1735.37 ms [2021-12-15 11:52:41 main:574] : INFO : Epoch 1681 | loss: 0.0311507 | val_loss: 0.0311551 | Time: 1758.43 ms [2021-12-15 11:52:43 main:574] : INFO : Epoch 1682 | loss: 0.0311523 | val_loss: 0.031154 | Time: 1730.31 ms [2021-12-15 11:52:44 main:574] : INFO : Epoch 1683 | loss: 0.0311507 | val_loss: 0.0311551 | Time: 1717.01 ms [2021-12-15 11:52:46 main:574] : INFO : Epoch 1684 | loss: 0.0311558 | val_loss: 0.0311544 | Time: 1718.69 ms [2021-12-15 11:52:48 main:574] : INFO : Epoch 1685 | loss: 0.0311499 | val_loss: 0.0311542 | Time: 1715.51 ms [2021-12-15 11:52:49 main:574] : INFO : Epoch 1686 | loss: 0.0311487 | val_loss: 0.0311524 | Time: 1722.59 ms [2021-12-15 11:52:51 main:574] : INFO : Epoch 1687 | loss: 0.0311477 | val_loss: 0.0311536 | Time: 1705.23 ms [2021-12-15 11:52:53 main:574] : INFO : Epoch 1688 | loss: 0.0311481 | val_loss: 0.0311539 | Time: 1713.49 ms [2021-12-15 11:52:55 main:574] : INFO : Epoch 1689 | loss: 0.0311491 | val_loss: 0.0311546 | Time: 1729.73 ms [2021-12-15 11:52:56 main:574] : INFO : Epoch 1690 | loss: 0.0311485 | val_loss: 0.0311524 | Time: 1717.41 ms [2021-12-15 11:52:58 main:574] : INFO : Epoch 1691 | loss: 0.0311463 | val_loss: 0.0311528 | Time: 1716.28 ms [2021-12-15 11:53:00 main:574] : INFO : Epoch 1692 | loss: 0.0311466 | val_loss: 0.0311525 | Time: 1739.32 ms [2021-12-15 11:53:02 main:574] : INFO : Epoch 1693 | loss: 0.031146 | val_loss: 0.031153 | Time: 1747.21 ms [2021-12-15 11:53:03 main:574] : INFO : Epoch 1694 | loss: 0.0311468 | val_loss: 0.0311534 | Time: 1741.81 ms [2021-12-15 11:53:05 main:574] : INFO : Epoch 1695 | loss: 0.0311481 | val_loss: 0.0311535 | Time: 1716.57 ms [2021-12-15 11:53:07 main:574] : INFO : Epoch 1696 | loss: 0.0311494 | val_loss: 0.031153 | Time: 1714.25 ms [2021-12-15 11:53:09 main:574] : INFO : Epoch 1697 | loss: 0.0311456 | val_loss: 0.0311527 | Time: 1707.54 ms [2021-12-15 11:53:10 main:574] : INFO : Epoch 1698 | loss: 0.0311445 | val_loss: 0.0311533 | Time: 1714.67 ms [2021-12-15 11:53:12 main:574] : INFO : Epoch 1699 | loss: 0.031145 | val_loss: 0.0311544 | Time: 1710.73 ms [2021-12-15 11:53:14 main:574] : INFO : Epoch 1700 | loss: 0.0311468 | val_loss: 0.0311552 | Time: 1729.18 ms [2021-12-15 11:53:15 main:574] : INFO : Epoch 1701 | loss: 0.031145 | val_loss: 0.0311535 | Time: 1724.73 ms [2021-12-15 11:53:17 main:574] : INFO : Epoch 1702 | loss: 0.0311444 | val_loss: 0.031156 | Time: 1707.18 ms [2021-12-15 11:53:19 main:574] : INFO : Epoch 1703 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 1733.57 ms [2021-12-15 11:53:21 main:574] : INFO : Epoch 1704 | loss: 0.0311467 | val_loss: 0.0311571 | Time: 1723.09 ms [2021-12-15 11:53:22 main:574] : INFO : Epoch 1705 | loss: 0.031148 | val_loss: 0.0311664 | Time: 1699.5 ms [2021-12-15 11:53:24 main:574] : INFO : Epoch 1706 | loss: 0.0311478 | val_loss: 0.0311584 | Time: 1701.68 ms [2021-12-15 11:53:26 main:574] : INFO : Epoch 1707 | loss: 0.0311448 | val_loss: 0.031155 | Time: 1735.81 ms [2021-12-15 11:53:28 main:574] : INFO : Epoch 1708 | loss: 0.0311433 | val_loss: 0.0311543 | Time: 1707 ms [2021-12-15 11:53:29 main:574] : INFO : Epoch 1709 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 1709.44 ms [2021-12-15 11:53:31 main:574] : INFO : Epoch 1710 | loss: 0.0311435 | val_loss: 0.0311539 | Time: 1730.79 ms [2021-12-15 11:53:33 main:574] : INFO : Epoch 1711 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 1706.38 ms [2021-12-15 11:53:34 main:574] : INFO : Epoch 1712 | loss: 0.031144 | val_loss: 0.0311534 | Time: 1691.4 ms [2021-12-15 11:53:36 main:574] : INFO : Epoch 1713 | loss: 0.0311422 | val_loss: 0.0311573 | Time: 1714.17 ms [2021-12-15 11:53:38 main:574] : INFO : Epoch 1714 | loss: 0.031146 | val_loss: 0.0311717 | Time: 1733.92 ms [2021-12-15 11:53:40 main:574] : INFO : Epoch 1715 | loss: 0.0311475 | val_loss: 0.0311562 | Time: 1709.01 ms [2021-12-15 11:53:41 main:574] : INFO : Epoch 1716 | loss: 0.031144 | val_loss: 0.031155 | Time: 1738.19 ms [2021-12-15 11:53:43 main:574] : INFO : Epoch 1717 | loss: 0.0311431 | val_loss: 0.031152 | Time: 1697.76 ms [2021-12-15 11:53:45 main:574] : INFO : Epoch 1718 | loss: 0.0311419 | val_loss: 0.031153 | Time: 1719.43 ms [2021-12-15 11:53:47 main:574] : INFO : Epoch 1719 | loss: 0.0311431 | val_loss: 0.0311525 | Time: 1707.81 ms [2021-12-15 11:53:48 main:574] : INFO : Epoch 1720 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 1708.46 ms [2021-12-15 11:53:50 main:574] : INFO : Epoch 1721 | loss: 0.0311413 | val_loss: 0.0311536 | Time: 1723.6 ms [2021-12-15 11:53:52 main:574] : INFO : Epoch 1722 | loss: 0.0311415 | val_loss: 0.0311536 | Time: 1719.69 ms [2021-12-15 11:53:53 main:574] : INFO : Epoch 1723 | loss: 0.0311419 | val_loss: 0.0311512 | Time: 1737.39 ms [2021-12-15 11:53:55 main:574] : INFO : Epoch 1724 | loss: 0.0311429 | val_loss: 0.0311514 | Time: 1705.85 ms [2021-12-15 11:53:57 main:574] : INFO : Epoch 1725 | loss: 0.0311404 | val_loss: 0.031152 | Time: 1711.35 ms [2021-12-15 11:53:59 main:574] : INFO : Epoch 1726 | loss: 0.0311416 | val_loss: 0.0311523 | Time: 1709.29 ms [2021-12-15 11:54:00 main:574] : INFO : Epoch 1727 | loss: 0.031144 | val_loss: 0.0311546 | Time: 1718.08 ms [2021-12-15 11:54:02 main:574] : INFO : Epoch 1728 | loss: 0.0311424 | val_loss: 0.0311529 | Time: 1701.16 ms [2021-12-15 11:54:04 main:574] : INFO : Epoch 1729 | loss: 0.0311423 | val_loss: 0.0311517 | Time: 1696.11 ms [2021-12-15 11:54:06 main:574] : INFO : Epoch 1730 | loss: 0.0311413 | val_loss: 0.0311549 | Time: 1732.49 ms [2021-12-15 11:54:07 main:574] : INFO : Epoch 1731 | loss: 0.0311412 | val_loss: 0.0311532 | Time: 1738.47 ms [2021-12-15 11:54:09 main:574] : INFO : Epoch 1732 | loss: 0.0311438 | val_loss: 0.0311548 | Time: 1719.14 ms [2021-12-15 11:54:11 main:574] : INFO : Epoch 1733 | loss: 0.0311413 | val_loss: 0.0311564 | Time: 1777.51 ms [2021-12-15 11:54:13 main:574] : INFO : Epoch 1734 | loss: 0.0311402 | val_loss: 0.0311538 | Time: 1732.27 ms [2021-12-15 11:54:14 main:574] : INFO : Epoch 1735 | loss: 0.0311412 | val_loss: 0.0311553 | Time: 1710.52 ms [2021-12-15 11:54:16 main:574] : INFO : Epoch 1736 | loss: 0.0311417 | val_loss: 0.031152 | Time: 1721.28 ms [2021-12-15 11:54:18 main:574] : INFO : Epoch 1737 | loss: 0.0311407 | val_loss: 0.0311566 | Time: 1732.41 ms [2021-12-15 11:54:19 main:574] : INFO : Epoch 1738 | loss: 0.0311405 | val_loss: 0.0311524 | Time: 1705.14 ms [2021-12-15 11:54:21 main:574] : INFO : Epoch 1739 | loss: 0.0311417 | val_loss: 0.0311581 | Time: 1706.5 ms [2021-12-15 11:54:23 main:574] : INFO : Epoch 1740 | loss: 0.03114 | val_loss: 0.0311551 | Time: 1685.18 ms [2021-12-15 11:54:25 main:574] : INFO : Epoch 1741 | loss: 0.0311391 | val_loss: 0.0311596 | Time: 1735.21 ms [2021-12-15 11:54:26 main:574] : INFO : Epoch 1742 | loss: 0.0311407 | val_loss: 0.0311542 | Time: 1801.79 ms [2021-12-15 11:54:28 main:574] : INFO : Epoch 1743 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 1735.17 ms [2021-12-15 11:54:30 main:574] : INFO : Epoch 1744 | loss: 0.0311381 | val_loss: 0.0311529 | Time: 1703.5 ms [2021-12-15 11:54:32 main:574] : INFO : Epoch 1745 | loss: 0.0311399 | val_loss: 0.0311518 | Time: 1738.29 ms [2021-12-15 11:54:33 main:574] : INFO : Epoch 1746 | loss: 0.0311386 | val_loss: 0.0311524 | Time: 1727.85 ms [2021-12-15 11:54:35 main:574] : INFO : Epoch 1747 | loss: 0.0311415 | val_loss: 0.031152 | Time: 1708.32 ms [2021-12-15 11:54:37 main:574] : INFO : Epoch 1748 | loss: 0.0311422 | val_loss: 0.0311521 | Time: 1787.06 ms [2021-12-15 11:54:39 main:574] : INFO : Epoch 1749 | loss: 0.0311394 | val_loss: 0.0311522 | Time: 1735.67 ms [2021-12-15 11:54:40 main:574] : INFO : Epoch 1750 | loss: 0.031139 | val_loss: 0.0311522 | Time: 1742.59 ms [2021-12-15 11:54:42 main:574] : INFO : Epoch 1751 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 1713.61 ms [2021-12-15 11:54:44 main:574] : INFO : Epoch 1752 | loss: 0.0311407 | val_loss: 0.0311525 | Time: 1731.05 ms [2021-12-15 11:54:46 main:574] : INFO : Epoch 1753 | loss: 0.0311399 | val_loss: 0.0311567 | Time: 1710.53 ms [2021-12-15 11:54:47 main:574] : INFO : Epoch 1754 | loss: 0.0311433 | val_loss: 0.0311505 | Time: 1737.66 ms [2021-12-15 11:54:49 main:574] : INFO : Epoch 1755 | loss: 0.0311424 | val_loss: 0.0311511 | Time: 1753.68 ms [2021-12-15 11:54:51 main:574] : INFO : Epoch 1756 | loss: 0.0311416 | val_loss: 0.0311529 | Time: 2130.77 ms [2021-12-15 11:54:53 main:574] : INFO : Epoch 1757 | loss: 0.0311404 | val_loss: 0.0311519 | Time: 1696.51 ms [2021-12-15 11:54:55 main:574] : INFO : Epoch 1758 | loss: 0.0311414 | val_loss: 0.0311528 | Time: 1717.98 ms [2021-12-15 11:54:56 main:574] : INFO : Epoch 1759 | loss: 0.0311412 | val_loss: 0.0311516 | Time: 1712.83 ms [2021-12-15 11:54:58 main:574] : INFO : Epoch 1760 | loss: 0.0311396 | val_loss: 0.0311504 | Time: 1707.96 ms [2021-12-15 11:55:00 main:574] : INFO : Epoch 1761 | loss: 0.0311448 | val_loss: 0.0311594 | Time: 1703.5 ms [2021-12-15 11:55:02 main:574] : INFO : Epoch 1762 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 1722.43 ms [2021-12-15 11:55:03 main:574] : INFO : Epoch 1763 | loss: 0.031168 | val_loss: 0.0311674 | Time: 1704.58 ms [2021-12-15 11:55:05 main:574] : INFO : Epoch 1764 | loss: 0.031161 | val_loss: 0.0311612 | Time: 1714.93 ms [2021-12-15 11:55:07 main:574] : INFO : Epoch 1765 | loss: 0.0311545 | val_loss: 0.0311572 | Time: 1697.58 ms [2021-12-15 11:55:08 main:574] : INFO : Epoch 1766 | loss: 0.0311523 | val_loss: 0.0311563 | Time: 1733.28 ms [2021-12-15 11:55:10 main:574] : INFO : Epoch 1767 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 1717.55 ms [2021-12-15 11:55:12 main:574] : INFO : Epoch 1768 | loss: 0.0311538 | val_loss: 0.0311564 | Time: 1738.7 ms [2021-12-15 11:55:14 main:574] : INFO : Epoch 1769 | loss: 0.0311494 | val_loss: 0.0311561 | Time: 1738.21 ms [2021-12-15 11:55:15 main:574] : INFO : Epoch 1770 | loss: 0.0311471 | val_loss: 0.0311542 | Time: 1729.95 ms [2021-12-15 11:55:17 main:574] : INFO : Epoch 1771 | loss: 0.0311472 | val_loss: 0.0311519 | Time: 1732.06 ms [2021-12-15 11:55:19 main:574] : INFO : Epoch 1772 | loss: 0.0311459 | val_loss: 0.0311515 | Time: 1716.43 ms [2021-12-15 11:55:21 main:574] : INFO : Epoch 1773 | loss: 0.0311429 | val_loss: 0.0311511 | Time: 1726.81 ms [2021-12-15 11:55:22 main:574] : INFO : Epoch 1774 | loss: 0.0311423 | val_loss: 0.0311525 | Time: 1749.86 ms [2021-12-15 11:55:24 main:574] : INFO : Epoch 1775 | loss: 0.0311401 | val_loss: 0.0311514 | Time: 1704.36 ms [2021-12-15 11:55:26 main:574] : INFO : Epoch 1776 | loss: 0.0311404 | val_loss: 0.0311493 | Time: 1691.67 ms [2021-12-15 11:55:27 main:574] : INFO : Epoch 1777 | loss: 0.031142 | val_loss: 0.0311504 | Time: 1696.28 ms [2021-12-15 11:55:29 main:574] : INFO : Epoch 1778 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 1729.3 ms [2021-12-15 11:55:31 main:574] : INFO : Epoch 1779 | loss: 0.0311403 | val_loss: 0.0311495 | Time: 1720.45 ms [2021-12-15 11:55:33 main:574] : INFO : Epoch 1780 | loss: 0.0311466 | val_loss: 0.0311489 | Time: 1721.34 ms [2021-12-15 11:55:34 main:574] : INFO : Epoch 1781 | loss: 0.0311394 | val_loss: 0.0311472 | Time: 1704.98 ms [2021-12-15 11:55:36 main:574] : INFO : Epoch 1782 | loss: 0.0311379 | val_loss: 0.0311484 | Time: 1711.63 ms [2021-12-15 11:55:38 main:574] : INFO : Epoch 1783 | loss: 0.0311366 | val_loss: 0.031148 | Time: 1726.34 ms [2021-12-15 11:55:40 main:574] : INFO : Epoch 1784 | loss: 0.031137 | val_loss: 0.0311479 | Time: 1706.56 ms [2021-12-15 11:55:41 main:574] : INFO : Epoch 1785 | loss: 0.0311373 | val_loss: 0.0311467 | Time: 1730.65 ms [2021-12-15 11:55:43 main:574] : INFO : Epoch 1786 | loss: 0.0311362 | val_loss: 0.0311479 | Time: 1718.2 ms [2021-12-15 11:55:45 main:574] : INFO : Epoch 1787 | loss: 0.0311364 | val_loss: 0.031148 | Time: 1795.95 ms [2021-12-15 11:55:47 main:574] : INFO : Epoch 1788 | loss: 0.0311355 | val_loss: 0.0311491 | Time: 1724.72 ms [2021-12-15 11:55:49 main:574] : INFO : Epoch 1789 | loss: 0.0311352 | val_loss: 0.031148 | Time: 1983.58 ms [2021-12-15 11:55:50 main:574] : INFO : Epoch 1790 | loss: 0.0311339 | val_loss: 0.0311481 | Time: 1753.26 ms [2021-12-15 11:55:52 main:574] : INFO : Epoch 1791 | loss: 0.0311357 | val_loss: 0.0311464 | Time: 1727.18 ms [2021-12-15 11:55:54 main:574] : INFO : Epoch 1792 | loss: 0.0311348 | val_loss: 0.0311483 | Time: 1728.56 ms [2021-12-15 11:55:56 main:574] : INFO : Epoch 1793 | loss: 0.0311342 | val_loss: 0.0311475 | Time: 1755.4 ms [2021-12-15 11:55:57 main:574] : INFO : Epoch 1794 | loss: 0.0311372 | val_loss: 0.0311503 | Time: 1722.89 ms [2021-12-15 11:55:59 main:574] : INFO : Epoch 1795 | loss: 0.0311377 | val_loss: 0.0311477 | Time: 1725.93 ms [2021-12-15 11:56:01 main:574] : INFO : Epoch 1796 | loss: 0.0311366 | val_loss: 0.0311492 | Time: 1725.57 ms [2021-12-15 11:56:03 main:574] : INFO : Epoch 1797 | loss: 0.0311358 | val_loss: 0.0311476 | Time: 1718.68 ms [2021-12-15 11:56:04 main:574] : INFO : Epoch 1798 | loss: 0.0311344 | val_loss: 0.0311492 | Time: 1709.24 ms [2021-12-15 11:56:06 main:574] : INFO : Epoch 1799 | loss: 0.0311332 | val_loss: 0.0311473 | Time: 1688.92 ms [2021-12-15 11:56:08 main:574] : INFO : Epoch 1800 | loss: 0.0311336 | val_loss: 0.0311482 | Time: 1694.42 ms [2021-12-15 11:56:09 main:574] : INFO : Epoch 1801 | loss: 0.0311329 | val_loss: 0.031151 | Time: 1700.65 ms [2021-12-15 11:56:11 main:574] : INFO : Epoch 1802 | loss: 0.0311333 | val_loss: 0.03115 | Time: 1700.54 ms [2021-12-15 11:56:13 main:574] : INFO : Epoch 1803 | loss: 0.0311363 | val_loss: 0.0311459 | Time: 1706.64 ms [2021-12-15 11:56:15 main:574] : INFO : Epoch 1804 | loss: 0.0311336 | val_loss: 0.0311494 | Time: 1721.79 ms [2021-12-15 11:56:16 main:574] : INFO : Epoch 1805 | loss: 0.0311331 | val_loss: 0.0311476 | Time: 1753.99 ms [2021-12-15 11:56:18 main:574] : INFO : Epoch 1806 | loss: 0.0311323 | val_loss: 0.0311479 | Time: 1737.37 ms [2021-12-15 11:56:20 main:574] : INFO : Epoch 1807 | loss: 0.0311345 | val_loss: 0.0311495 | Time: 1823.84 ms [2021-12-15 11:56:22 main:574] : INFO : Epoch 1808 | loss: 0.0311327 | val_loss: 0.0311538 | Time: 1985.3 ms [2021-12-15 11:56:24 main:574] : INFO : Epoch 1809 | loss: 0.0311336 | val_loss: 0.0311485 | Time: 1747.57 ms [2021-12-15 11:56:25 main:574] : INFO : Epoch 1810 | loss: 0.0311358 | val_loss: 0.0311509 | Time: 1730.8 ms [2021-12-15 11:56:27 main:574] : INFO : Epoch 1811 | loss: 0.0311365 | val_loss: 0.031153 | Time: 1710.45 ms [2021-12-15 11:56:29 main:574] : INFO : Epoch 1812 | loss: 0.0311343 | val_loss: 0.0311497 | Time: 1732.38 ms [2021-12-15 11:56:31 main:574] : INFO : Epoch 1813 | loss: 0.031132 | val_loss: 0.0311497 | Time: 1738.12 ms [2021-12-15 11:56:32 main:574] : INFO : Epoch 1814 | loss: 0.031131 | val_loss: 0.0311469 | Time: 1726.4 ms [2021-12-15 11:56:34 main:574] : INFO : Epoch 1815 | loss: 0.0311303 | val_loss: 0.0311477 | Time: 1733.32 ms [2021-12-15 11:56:36 main:574] : INFO : Epoch 1816 | loss: 0.0311327 | val_loss: 0.0311479 | Time: 1714.67 ms [2021-12-15 11:56:38 main:574] : INFO : Epoch 1817 | loss: 0.0311311 | val_loss: 0.0311467 | Time: 1722.53 ms [2021-12-15 11:56:39 main:574] : INFO : Epoch 1818 | loss: 0.0311328 | val_loss: 0.0311493 | Time: 1751.91 ms [2021-12-15 11:56:41 main:574] : INFO : Epoch 1819 | loss: 0.0311322 | val_loss: 0.0311487 | Time: 1718.88 ms [2021-12-15 11:56:43 main:574] : INFO : Epoch 1820 | loss: 0.0311318 | val_loss: 0.0311508 | Time: 1700.76 ms [2021-12-15 11:56:45 main:574] : INFO : Epoch 1821 | loss: 0.0311317 | val_loss: 0.0311535 | Time: 1696.79 ms [2021-12-15 11:56:46 main:574] : INFO : Epoch 1822 | loss: 0.0311311 | val_loss: 0.0311467 | Time: 1684.92 ms [2021-12-15 11:56:48 main:574] : INFO : Epoch 1823 | loss: 0.0311303 | val_loss: 0.0311468 | Time: 1688.69 ms [2021-12-15 11:56:50 main:574] : INFO : Epoch 1824 | loss: 0.0311304 | val_loss: 0.0311461 | Time: 1754.85 ms [2021-12-15 11:56:52 main:574] : INFO : Epoch 1825 | loss: 0.0311304 | val_loss: 0.0311478 | Time: 2053.55 ms [2021-12-15 11:56:53 main:574] : INFO : Epoch 1826 | loss: 0.03113 | val_loss: 0.0311508 | Time: 1704.29 ms [2021-12-15 11:56:55 main:574] : INFO : Epoch 1827 | loss: 0.0311335 | val_loss: 0.0311484 | Time: 1723.54 ms [2021-12-15 11:56:57 main:574] : INFO : Epoch 1828 | loss: 0.0311308 | val_loss: 0.0311482 | Time: 1726.4 ms [2021-12-15 11:56:59 main:574] : INFO : Epoch 1829 | loss: 0.0311298 | val_loss: 0.0311467 | Time: 1732.44 ms [2021-12-15 11:57:00 main:574] : INFO : Epoch 1830 | loss: 0.031134 | val_loss: 0.0311543 | Time: 1711.74 ms [2021-12-15 11:57:02 main:574] : INFO : Epoch 1831 | loss: 0.0311331 | val_loss: 0.03116 | Time: 1747.71 ms [2021-12-15 11:57:04 main:574] : INFO : Epoch 1832 | loss: 0.0311348 | val_loss: 0.031149 | Time: 1753.56 ms [2021-12-15 11:57:06 main:574] : INFO : Epoch 1833 | loss: 0.0311358 | val_loss: 0.0311488 | Time: 1763.41 ms [2021-12-15 11:57:07 main:574] : INFO : Epoch 1834 | loss: 0.0311306 | val_loss: 0.0311512 | Time: 1763.72 ms [2021-12-15 11:57:09 main:574] : INFO : Epoch 1835 | loss: 0.0311312 | val_loss: 0.031147 | Time: 1720.84 ms [2021-12-15 11:57:11 main:574] : INFO : Epoch 1836 | loss: 0.0311313 | val_loss: 0.0311481 | Time: 1729.59 ms [2021-12-15 11:57:13 main:574] : INFO : Epoch 1837 | loss: 0.0311292 | val_loss: 0.0311469 | Time: 1715.72 ms [2021-12-15 11:57:14 main:574] : INFO : Epoch 1838 | loss: 0.0311302 | val_loss: 0.0311471 | Time: 1723.5 ms [2021-12-15 11:57:16 main:574] : INFO : Epoch 1839 | loss: 0.0311298 | val_loss: 0.0311482 | Time: 1715.12 ms [2021-12-15 11:57:18 main:574] : INFO : Epoch 1840 | loss: 0.0311288 | val_loss: 0.0311536 | Time: 1730.84 ms [2021-12-15 11:57:20 main:574] : INFO : Epoch 1841 | loss: 0.0311338 | val_loss: 0.0311498 | Time: 1706.54 ms [2021-12-15 11:57:21 main:574] : INFO : Epoch 1842 | loss: 0.0311342 | val_loss: 0.0311532 | Time: 1707.42 ms [2021-12-15 11:57:23 main:574] : INFO : Epoch 1843 | loss: 0.0311317 | val_loss: 0.031148 | Time: 1710.87 ms [2021-12-15 11:57:25 main:574] : INFO : Epoch 1844 | loss: 0.0311311 | val_loss: 0.0311541 | Time: 1723.85 ms [2021-12-15 11:57:26 main:574] : INFO : Epoch 1845 | loss: 0.0311341 | val_loss: 0.031158 | Time: 1735.8 ms [2021-12-15 11:57:28 main:574] : INFO : Epoch 1846 | loss: 0.0311327 | val_loss: 0.0311514 | Time: 1700.09 ms [2021-12-15 11:57:30 main:574] : INFO : Epoch 1847 | loss: 0.0311325 | val_loss: 0.0311602 | Time: 1703.49 ms [2021-12-15 11:57:32 main:574] : INFO : Epoch 1848 | loss: 0.0311387 | val_loss: 0.031178 | Time: 1718.57 ms [2021-12-15 11:57:33 main:574] : INFO : Epoch 1849 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 1737.93 ms [2021-12-15 11:57:35 main:574] : INFO : Epoch 1850 | loss: 0.0311471 | val_loss: 0.0311758 | Time: 1717.99 ms [2021-12-15 11:57:37 main:574] : INFO : Epoch 1851 | loss: 0.0311409 | val_loss: 0.0311481 | Time: 1705.04 ms [2021-12-15 11:57:39 main:574] : INFO : Epoch 1852 | loss: 0.0311362 | val_loss: 0.0311552 | Time: 1698.75 ms [2021-12-15 11:57:40 main:574] : INFO : Epoch 1853 | loss: 0.0311336 | val_loss: 0.0311449 | Time: 1706.77 ms [2021-12-15 11:57:42 main:574] : INFO : Epoch 1854 | loss: 0.0311313 | val_loss: 0.0311451 | Time: 1725.8 ms [2021-12-15 11:57:44 main:574] : INFO : Epoch 1855 | loss: 0.0311334 | val_loss: 0.0311486 | Time: 1740.95 ms [2021-12-15 11:57:45 main:574] : INFO : Epoch 1856 | loss: 0.0311326 | val_loss: 0.0311478 | Time: 1709.74 ms [2021-12-15 11:57:47 main:574] : INFO : Epoch 1857 | loss: 0.0311327 | val_loss: 0.0311465 | Time: 1717.06 ms [2021-12-15 11:57:49 main:574] : INFO : Epoch 1858 | loss: 0.0311336 | val_loss: 0.0311542 | Time: 1725.79 ms [2021-12-15 11:57:51 main:574] : INFO : Epoch 1859 | loss: 0.0311325 | val_loss: 0.0311494 | Time: 1705.22 ms [2021-12-15 11:57:52 main:574] : INFO : Epoch 1860 | loss: 0.0311329 | val_loss: 0.0311564 | Time: 1702.75 ms [2021-12-15 11:57:54 main:574] : INFO : Epoch 1861 | loss: 0.0311303 | val_loss: 0.0311452 | Time: 1740.43 ms [2021-12-15 11:57:56 main:574] : INFO : Epoch 1862 | loss: 0.0311291 | val_loss: 0.0311448 | Time: 1754.25 ms [2021-12-15 11:57:58 main:574] : INFO : Epoch 1863 | loss: 0.0311324 | val_loss: 0.0311442 | Time: 1839.78 ms [2021-12-15 11:57:59 main:574] : INFO : Epoch 1864 | loss: 0.0311321 | val_loss: 0.0311455 | Time: 1747 ms [2021-12-15 11:58:01 main:574] : INFO : Epoch 1865 | loss: 0.0311295 | val_loss: 0.031146 | Time: 1738.32 ms [2021-12-15 11:58:03 main:574] : INFO : Epoch 1866 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 1717.62 ms [2021-12-15 11:58:05 main:574] : INFO : Epoch 1867 | loss: 0.0311331 | val_loss: 0.0311435 | Time: 1706.77 ms [2021-12-15 11:58:06 main:574] : INFO : Epoch 1868 | loss: 0.0311297 | val_loss: 0.0311468 | Time: 1715.84 ms [2021-12-15 11:58:08 main:574] : INFO : Epoch 1869 | loss: 0.0311371 | val_loss: 0.0311474 | Time: 1721.14 ms [2021-12-15 11:58:10 main:574] : INFO : Epoch 1870 | loss: 0.0311353 | val_loss: 0.0311444 | Time: 1709.39 ms [2021-12-15 11:58:12 main:574] : INFO : Epoch 1871 | loss: 0.0311305 | val_loss: 0.0311465 | Time: 1744.49 ms [2021-12-15 11:58:13 main:574] : INFO : Epoch 1872 | loss: 0.0311302 | val_loss: 0.0311434 | Time: 1723.13 ms [2021-12-15 11:58:15 main:574] : INFO : Epoch 1873 | loss: 0.0311296 | val_loss: 0.0311439 | Time: 1711.07 ms [2021-12-15 11:58:17 main:574] : INFO : Epoch 1874 | loss: 0.0311296 | val_loss: 0.0311441 | Time: 1704.42 ms [2021-12-15 11:58:18 main:574] : INFO : Epoch 1875 | loss: 0.0311281 | val_loss: 0.0311441 | Time: 1690.97 ms [2021-12-15 11:58:20 main:574] : INFO : Epoch 1876 | loss: 0.0311299 | val_loss: 0.0311459 | Time: 1760.01 ms [2021-12-15 11:58:22 main:574] : INFO : Epoch 1877 | loss: 0.0311283 | val_loss: 0.0311431 | Time: 1902.58 ms [2021-12-15 11:58:24 main:574] : INFO : Epoch 1878 | loss: 0.0311282 | val_loss: 0.0311446 | Time: 1749.2 ms [2021-12-15 11:58:26 main:574] : INFO : Epoch 1879 | loss: 0.0311366 | val_loss: 0.0311482 | Time: 1891.57 ms [2021-12-15 11:58:28 main:574] : INFO : Epoch 1880 | loss: 0.0311325 | val_loss: 0.0311469 | Time: 1774 ms [2021-12-15 11:58:29 main:574] : INFO : Epoch 1881 | loss: 0.0311308 | val_loss: 0.0311477 | Time: 1708.64 ms [2021-12-15 11:58:31 main:574] : INFO : Epoch 1882 | loss: 0.0311282 | val_loss: 0.0311497 | Time: 1706.34 ms [2021-12-15 11:58:33 main:574] : INFO : Epoch 1883 | loss: 0.0311296 | val_loss: 0.0311518 | Time: 1724.08 ms [2021-12-15 11:58:35 main:574] : INFO : Epoch 1884 | loss: 0.0311367 | val_loss: 0.0311511 | Time: 1724.62 ms [2021-12-15 11:58:36 main:574] : INFO : Epoch 1885 | loss: 0.0311375 | val_loss: 0.0311504 | Time: 1685.45 ms [2021-12-15 11:58:38 main:574] : INFO : Epoch 1886 | loss: 0.0311325 | val_loss: 0.0311471 | Time: 1691.71 ms [2021-12-15 11:58:40 main:574] : INFO : Epoch 1887 | loss: 0.0311333 | val_loss: 0.0311492 | Time: 1706.02 ms [2021-12-15 11:58:41 main:574] : INFO : Epoch 1888 | loss: 0.0311317 | val_loss: 0.0311481 | Time: 1705 ms [2021-12-15 11:58:43 main:574] : INFO : Epoch 1889 | loss: 0.0311318 | val_loss: 0.031146 | Time: 1694.29 ms [2021-12-15 11:58:45 main:574] : INFO : Epoch 1890 | loss: 0.0311294 | val_loss: 0.0311456 | Time: 1711.92 ms [2021-12-15 11:58:47 main:574] : INFO : Epoch 1891 | loss: 0.03113 | val_loss: 0.0311484 | Time: 1689.7 ms [2021-12-15 11:58:48 main:574] : INFO : Epoch 1892 | loss: 0.0311294 | val_loss: 0.0311463 | Time: 1684.5 ms [2021-12-15 11:58:50 main:574] : INFO : Epoch 1893 | loss: 0.031128 | val_loss: 0.031147 | Time: 1692.49 ms [2021-12-15 11:58:52 main:574] : INFO : Epoch 1894 | loss: 0.0311279 | val_loss: 0.031147 | Time: 1697.19 ms [2021-12-15 11:58:53 main:574] : INFO : Epoch 1895 | loss: 0.0311283 | val_loss: 0.0311468 | Time: 1688.88 ms [2021-12-15 11:58:55 main:574] : INFO : Epoch 1896 | loss: 0.0311275 | val_loss: 0.0311525 | Time: 1684.83 ms [2021-12-15 11:58:57 main:574] : INFO : Epoch 1897 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 1684.32 ms [2021-12-15 11:58:58 main:574] : INFO : Epoch 1898 | loss: 0.0311353 | val_loss: 0.0311508 | Time: 1691.76 ms [2021-12-15 11:59:00 main:574] : INFO : Epoch 1899 | loss: 0.0311339 | val_loss: 0.0311472 | Time: 1696.95 ms [2021-12-15 11:59:02 main:574] : INFO : Epoch 1900 | loss: 0.0311343 | val_loss: 0.0311474 | Time: 1696.57 ms [2021-12-15 11:59:04 main:574] : INFO : Epoch 1901 | loss: 0.0311306 | val_loss: 0.0311453 | Time: 1690.21 ms [2021-12-15 11:59:05 main:574] : INFO : Epoch 1902 | loss: 0.0311307 | val_loss: 0.0311523 | Time: 1693.92 ms [2021-12-15 11:59:07 main:574] : INFO : Epoch 1903 | loss: 0.031131 | val_loss: 0.0311475 | Time: 1686.98 ms [2021-12-15 11:59:09 main:574] : INFO : Epoch 1904 | loss: 0.0311275 | val_loss: 0.0311447 | Time: 1694.59 ms [2021-12-15 11:59:10 main:574] : INFO : Epoch 1905 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 1694.55 ms [2021-12-15 11:59:12 main:574] : INFO : Epoch 1906 | loss: 0.0311294 | val_loss: 0.0311444 | Time: 1709.57 ms [2021-12-15 11:59:14 main:574] : INFO : Epoch 1907 | loss: 0.0311261 | val_loss: 0.0311471 | Time: 1714.61 ms [2021-12-15 11:59:16 main:574] : INFO : Epoch 1908 | loss: 0.0311266 | val_loss: 0.0311462 | Time: 1726.86 ms [2021-12-15 11:59:17 main:574] : INFO : Epoch 1909 | loss: 0.0311282 | val_loss: 0.0311468 | Time: 1686.42 ms [2021-12-15 11:59:19 main:574] : INFO : Epoch 1910 | loss: 0.0311295 | val_loss: 0.0311533 | Time: 1691.62 ms [2021-12-15 11:59:21 main:574] : INFO : Epoch 1911 | loss: 0.031131 | val_loss: 0.0311448 | Time: 1704.23 ms [2021-12-15 11:59:22 main:574] : INFO : Epoch 1912 | loss: 0.0311263 | val_loss: 0.0311438 | Time: 1701 ms [2021-12-15 11:59:24 main:574] : INFO : Epoch 1913 | loss: 0.0311266 | val_loss: 0.0311438 | Time: 2037.92 ms [2021-12-15 11:59:26 main:574] : INFO : Epoch 1914 | loss: 0.0311262 | val_loss: 0.0311422 | Time: 1685.85 ms [2021-12-15 11:59:28 main:574] : INFO : Epoch 1915 | loss: 0.0311252 | val_loss: 0.0311424 | Time: 1702.09 ms [2021-12-15 11:59:29 main:574] : INFO : Epoch 1916 | loss: 0.0311269 | val_loss: 0.0311481 | Time: 1692.15 ms [2021-12-15 11:59:31 main:574] : INFO : Epoch 1917 | loss: 0.0311312 | val_loss: 0.0311484 | Time: 1706.46 ms [2021-12-15 11:59:33 main:574] : INFO : Epoch 1918 | loss: 0.0311255 | val_loss: 0.0311435 | Time: 1685.45 ms [2021-12-15 11:59:35 main:574] : INFO : Epoch 1919 | loss: 0.0311253 | val_loss: 0.0311457 | Time: 1689.92 ms [2021-12-15 11:59:36 main:574] : INFO : Epoch 1920 | loss: 0.0311258 | val_loss: 0.0311455 | Time: 1713.05 ms [2021-12-15 11:59:38 main:574] : INFO : Epoch 1921 | loss: 0.0311244 | val_loss: 0.031145 | Time: 1695.5 ms [2021-12-15 11:59:40 main:574] : INFO : Epoch 1922 | loss: 0.0311238 | val_loss: 0.031144 | Time: 1693.12 ms [2021-12-15 11:59:41 main:574] : INFO : Epoch 1923 | loss: 0.0311255 | val_loss: 0.0311438 | Time: 1692.71 ms [2021-12-15 11:59:43 main:574] : INFO : Epoch 1924 | loss: 0.0311232 | val_loss: 0.0311458 | Time: 1688.09 ms [2021-12-15 11:59:45 main:574] : INFO : Epoch 1925 | loss: 0.0311232 | val_loss: 0.0311452 | Time: 1697.75 ms [2021-12-15 11:59:47 main:574] : INFO : Epoch 1926 | loss: 0.0311239 | val_loss: 0.0311466 | Time: 1697.03 ms [2021-12-15 11:59:48 main:574] : INFO : Epoch 1927 | loss: 0.0311259 | val_loss: 0.031144 | Time: 1698.62 ms [2021-12-15 11:59:50 main:574] : INFO : Epoch 1928 | loss: 0.0311254 | val_loss: 0.0311472 | Time: 1692.76 ms [2021-12-15 11:59:52 main:574] : INFO : Epoch 1929 | loss: 0.031125 | val_loss: 0.0311453 | Time: 1696.47 ms [2021-12-15 11:59:53 main:574] : INFO : Epoch 1930 | loss: 0.0311268 | val_loss: 0.0311427 | Time: 1694.61 ms [2021-12-15 11:59:55 main:574] : INFO : Epoch 1931 | loss: 0.031125 | val_loss: 0.0311442 | Time: 1694.07 ms [2021-12-15 11:59:57 main:574] : INFO : Epoch 1932 | loss: 0.0311275 | val_loss: 0.0311482 | Time: 1699.26 ms [2021-12-15 11:59:58 main:574] : INFO : Epoch 1933 | loss: 0.0311342 | val_loss: 0.0311486 | Time: 1699.14 ms [2021-12-15 12:00:00 main:574] : INFO : Epoch 1934 | loss: 0.0311293 | val_loss: 0.0311465 | Time: 1724.44 ms [2021-12-15 12:00:02 main:574] : INFO : Epoch 1935 | loss: 0.0311253 | val_loss: 0.0311446 | Time: 1731.95 ms [2021-12-15 12:00:04 main:574] : INFO : Epoch 1936 | loss: 0.0311234 | val_loss: 0.031146 | Time: 1691.86 ms [2021-12-15 12:00:05 main:574] : INFO : Epoch 1937 | loss: 0.0311239 | val_loss: 0.031145 | Time: 1704.58 ms [2021-12-15 12:00:07 main:574] : INFO : Epoch 1938 | loss: 0.0311226 | val_loss: 0.0311441 | Time: 1700.13 ms [2021-12-15 12:00:09 main:574] : INFO : Epoch 1939 | loss: 0.0311233 | val_loss: 0.0311444 | Time: 1700.99 ms [2021-12-15 12:00:11 main:574] : INFO : Epoch 1940 | loss: 0.0311261 | val_loss: 0.0311457 | Time: 1690.84 ms [2021-12-15 12:00:12 main:574] : INFO : Epoch 1941 | loss: 0.0311288 | val_loss: 0.0311469 | Time: 1686.54 ms [2021-12-15 12:00:14 main:574] : INFO : Epoch 1942 | loss: 0.0311288 | val_loss: 0.0311516 | Time: 1689.84 ms [2021-12-15 12:00:16 main:574] : INFO : Epoch 1943 | loss: 0.0311337 | val_loss: 0.0311496 | Time: 1706.01 ms [2021-12-15 12:00:17 main:574] : INFO : Epoch 1944 | loss: 0.0311315 | val_loss: 0.0311512 | Time: 1691.88 ms [2021-12-15 12:00:19 main:574] : INFO : Epoch 1945 | loss: 0.0311408 | val_loss: 0.0311503 | Time: 1704.49 ms [2021-12-15 12:00:21 main:574] : INFO : Epoch 1946 | loss: 0.0311387 | val_loss: 0.0311509 | Time: 1698.8 ms [2021-12-15 12:00:22 main:574] : INFO : Epoch 1947 | loss: 0.0311323 | val_loss: 0.0311475 | Time: 1696.19 ms [2021-12-15 12:00:24 main:574] : INFO : Epoch 1948 | loss: 0.0311315 | val_loss: 0.0311456 | Time: 1703 ms [2021-12-15 12:00:26 main:574] : INFO : Epoch 1949 | loss: 0.031132 | val_loss: 0.0311448 | Time: 1686.7 ms [2021-12-15 12:00:28 main:574] : INFO : Epoch 1950 | loss: 0.0311304 | val_loss: 0.0311439 | Time: 1690.88 ms [2021-12-15 12:00:29 main:574] : INFO : Epoch 1951 | loss: 0.0311295 | val_loss: 0.0311462 | Time: 1692.09 ms [2021-12-15 12:00:31 main:574] : INFO : Epoch 1952 | loss: 0.0311318 | val_loss: 0.0311472 | Time: 1697.02 ms [2021-12-15 12:00:33 main:574] : INFO : Epoch 1953 | loss: 0.0311315 | val_loss: 0.0311445 | Time: 1796.85 ms [2021-12-15 12:00:34 main:574] : INFO : Epoch 1954 | loss: 0.0311291 | val_loss: 0.0311428 | Time: 1693.81 ms [2021-12-15 12:00:36 main:574] : INFO : Epoch 1955 | loss: 0.0311273 | val_loss: 0.0311408 | Time: 1689.97 ms [2021-12-15 12:00:38 main:574] : INFO : Epoch 1956 | loss: 0.031124 | val_loss: 0.0311422 | Time: 1689.9 ms [2021-12-15 12:00:40 main:574] : INFO : Epoch 1957 | loss: 0.0311254 | val_loss: 0.0311407 | Time: 1689.86 ms [2021-12-15 12:00:41 main:574] : INFO : Epoch 1958 | loss: 0.031131 | val_loss: 0.0311419 | Time: 1699.5 ms [2021-12-15 12:00:43 main:574] : INFO : Epoch 1959 | loss: 0.0311254 | val_loss: 0.0311459 | Time: 1693.04 ms [2021-12-15 12:00:45 main:574] : INFO : Epoch 1960 | loss: 0.0311254 | val_loss: 0.0311434 | Time: 1775.05 ms [2021-12-15 12:00:46 main:574] : INFO : Epoch 1961 | loss: 0.0311233 | val_loss: 0.0311438 | Time: 1697.64 ms [2021-12-15 12:00:48 main:574] : INFO : Epoch 1962 | loss: 0.0311225 | val_loss: 0.0311431 | Time: 1695.25 ms [2021-12-15 12:00:50 main:574] : INFO : Epoch 1963 | loss: 0.0311225 | val_loss: 0.0311445 | Time: 1692.93 ms [2021-12-15 12:00:52 main:574] : INFO : Epoch 1964 | loss: 0.0311379 | val_loss: 0.0311489 | Time: 1692.79 ms [2021-12-15 12:00:53 main:574] : INFO : Epoch 1965 | loss: 0.0311283 | val_loss: 0.0311454 | Time: 1700.33 ms [2021-12-15 12:00:55 main:574] : INFO : Epoch 1966 | loss: 0.0311248 | val_loss: 0.0311417 | Time: 1693.84 ms [2021-12-15 12:00:57 main:574] : INFO : Epoch 1967 | loss: 0.0311334 | val_loss: 0.0311548 | Time: 1735.18 ms [2021-12-15 12:00:58 main:574] : INFO : Epoch 1968 | loss: 0.0311408 | val_loss: 0.0311507 | Time: 1687.07 ms [2021-12-15 12:01:00 main:574] : INFO : Epoch 1969 | loss: 0.0311387 | val_loss: 0.0311478 | Time: 2007.76 ms [2021-12-15 12:01:02 main:574] : INFO : Epoch 1970 | loss: 0.0311404 | val_loss: 0.0311492 | Time: 1707.23 ms [2021-12-15 12:01:04 main:574] : INFO : Epoch 1971 | loss: 0.0311353 | val_loss: 0.0311462 | Time: 1682.83 ms [2021-12-15 12:01:06 main:574] : INFO : Epoch 1972 | loss: 0.0311346 | val_loss: 0.0311466 | Time: 1705.45 ms [2021-12-15 12:01:07 main:574] : INFO : Epoch 1973 | loss: 0.0311304 | val_loss: 0.0311468 | Time: 1692.76 ms [2021-12-15 12:01:09 main:574] : INFO : Epoch 1974 | loss: 0.0311304 | val_loss: 0.0311459 | Time: 1696.57 ms [2021-12-15 12:01:11 main:574] : INFO : Epoch 1975 | loss: 0.0311324 | val_loss: 0.031154 | Time: 1705.47 ms [2021-12-15 12:01:12 main:574] : INFO : Epoch 1976 | loss: 0.0311393 | val_loss: 0.0311499 | Time: 1689.1 ms [2021-12-15 12:01:14 main:574] : INFO : Epoch 1977 | loss: 0.0311394 | val_loss: 0.0311521 | Time: 1687.93 ms [2021-12-15 12:01:16 main:574] : INFO : Epoch 1978 | loss: 0.0311351 | val_loss: 0.0311469 | Time: 1692.88 ms [2021-12-15 12:01:18 main:574] : INFO : Epoch 1979 | loss: 0.031131 | val_loss: 0.0311467 | Time: 1700.44 ms [2021-12-15 12:01:19 main:574] : INFO : Epoch 1980 | loss: 0.0311315 | val_loss: 0.0311448 | Time: 1690.31 ms [2021-12-15 12:01:21 main:574] : INFO : Epoch 1981 | loss: 0.03113 | val_loss: 0.0311511 | Time: 1694.67 ms [2021-12-15 12:01:23 main:574] : INFO : Epoch 1982 | loss: 0.03113 | val_loss: 0.0311475 | Time: 1687.95 ms [2021-12-15 12:01:24 main:574] : INFO : Epoch 1983 | loss: 0.0311266 | val_loss: 0.0311442 | Time: 1708.79 ms [2021-12-15 12:01:26 main:574] : INFO : Epoch 1984 | loss: 0.0311261 | val_loss: 0.0311424 | Time: 1685.18 ms [2021-12-15 12:01:28 main:574] : INFO : Epoch 1985 | loss: 0.0311277 | val_loss: 0.0311443 | Time: 1698.13 ms [2021-12-15 12:01:29 main:574] : INFO : Epoch 1986 | loss: 0.031127 | val_loss: 0.0311464 | Time: 1696.81 ms [2021-12-15 12:01:31 main:574] : INFO : Epoch 1987 | loss: 0.0311304 | val_loss: 0.0311562 | Time: 1693.11 ms [2021-12-15 12:01:33 main:574] : INFO : Epoch 1988 | loss: 0.0311271 | val_loss: 0.0311474 | Time: 1686.79 ms [2021-12-15 12:01:35 main:574] : INFO : Epoch 1989 | loss: 0.0311271 | val_loss: 0.0311442 | Time: 1688.36 ms [2021-12-15 12:01:36 main:574] : INFO : Epoch 1990 | loss: 0.0311247 | val_loss: 0.0311447 | Time: 1722.78 ms [2021-12-15 12:01:38 main:574] : INFO : Epoch 1991 | loss: 0.0311214 | val_loss: 0.0311426 | Time: 1825.66 ms [2021-12-15 12:01:40 main:574] : INFO : Epoch 1992 | loss: 0.031122 | val_loss: 0.0311457 | Time: 2307.58 ms [2021-12-15 12:01:42 main:574] : INFO : Epoch 1993 | loss: 0.0311236 | val_loss: 0.0311424 | Time: 1730.46 ms [2021-12-15 12:01:44 main:574] : INFO : Epoch 1994 | loss: 0.0311224 | val_loss: 0.0311438 | Time: 1730.25 ms [2021-12-15 12:01:46 main:574] : INFO : Epoch 1995 | loss: 0.0311209 | val_loss: 0.0311419 | Time: 1724.23 ms [2021-12-15 12:01:47 main:574] : INFO : Epoch 1996 | loss: 0.0311234 | val_loss: 0.0311434 | Time: 1743.13 ms [2021-12-15 12:01:49 main:574] : INFO : Epoch 1997 | loss: 0.0311257 | val_loss: 0.0311459 | Time: 1707.86 ms [2021-12-15 12:01:51 main:574] : INFO : Epoch 1998 | loss: 0.0311265 | val_loss: 0.0311443 | Time: 1765.68 ms [2021-12-15 12:01:53 main:574] : INFO : Epoch 1999 | loss: 0.0311269 | val_loss: 0.0311452 | Time: 1762.67 ms [2021-12-15 12:01:55 main:574] : INFO : Epoch 2000 | loss: 0.0311234 | val_loss: 0.0311427 | Time: 1897.95 ms [2021-12-15 12:01:57 main:574] : INFO : Epoch 2001 | loss: 0.031122 | val_loss: 0.0311481 | Time: 1985.07 ms [2021-12-15 12:01:59 main:574] : INFO : Epoch 2002 | loss: 0.0311301 | val_loss: 0.0311479 | Time: 1958.75 ms [2021-12-15 12:02:01 main:574] : INFO : Epoch 2003 | loss: 0.0311298 | val_loss: 0.0311467 | Time: 1961.36 ms [2021-12-15 12:02:02 main:574] : INFO : Epoch 2004 | loss: 0.0311253 | val_loss: 0.031142 | Time: 1691.77 ms [2021-12-15 12:02:04 main:574] : INFO : Epoch 2005 | loss: 0.0311243 | val_loss: 0.0311444 | Time: 1696.79 ms [2021-12-15 12:02:06 main:574] : INFO : Epoch 2006 | loss: 0.0311277 | val_loss: 0.0311566 | Time: 1701.82 ms [2021-12-15 12:02:07 main:574] : INFO : Epoch 2007 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 1698.38 ms [2021-12-15 12:02:09 main:574] : INFO : Epoch 2008 | loss: 0.0311298 | val_loss: 0.0311431 | Time: 1686.88 ms [2021-12-15 12:02:11 main:574] : INFO : Epoch 2009 | loss: 0.031129 | val_loss: 0.0311408 | Time: 1689.1 ms [2021-12-15 12:02:13 main:574] : INFO : Epoch 2010 | loss: 0.0311248 | val_loss: 0.0311408 | Time: 1681.51 ms [2021-12-15 12:02:14 main:574] : INFO : Epoch 2011 | loss: 0.0311249 | val_loss: 0.0311405 | Time: 1746.19 ms [2021-12-15 12:02:16 main:574] : INFO : Epoch 2012 | loss: 0.0311239 | val_loss: 0.0311421 | Time: 1834.35 ms [2021-12-15 12:02:19 main:574] : INFO : Epoch 2013 | loss: 0.0311234 | val_loss: 0.0311437 | Time: 2718.19 ms [2021-12-15 12:02:21 main:574] : INFO : Epoch 2014 | loss: 0.0311234 | val_loss: 0.0311468 | Time: 1735.3 ms [2021-12-15 12:02:23 main:574] : INFO : Epoch 2015 | loss: 0.0311227 | val_loss: 0.0311421 | Time: 2110.02 ms [2021-12-15 12:02:24 main:574] : INFO : Epoch 2016 | loss: 0.0311226 | val_loss: 0.0311431 | Time: 1702.11 ms [2021-12-15 12:02:26 main:574] : INFO : Epoch 2017 | loss: 0.0311263 | val_loss: 0.0311464 | Time: 1871.22 ms [2021-12-15 12:02:28 main:574] : INFO : Epoch 2018 | loss: 0.0311265 | val_loss: 0.0311414 | Time: 1712.05 ms [2021-12-15 12:02:30 main:574] : INFO : Epoch 2019 | loss: 0.0311229 | val_loss: 0.031149 | Time: 1717.93 ms [2021-12-15 12:02:32 main:574] : INFO : Epoch 2020 | loss: 0.0311254 | val_loss: 0.0311526 | Time: 1714.92 ms [2021-12-15 12:02:33 main:574] : INFO : Epoch 2021 | loss: 0.0311261 | val_loss: 0.0311462 | Time: 1710.51 ms [2021-12-15 12:02:35 main:574] : INFO : Epoch 2022 | loss: 0.0311229 | val_loss: 0.0311409 | Time: 1690.37 ms [2021-12-15 12:02:37 main:574] : INFO : Epoch 2023 | loss: 0.0311257 | val_loss: 0.0311477 | Time: 1704.67 ms [2021-12-15 12:02:38 main:574] : INFO : Epoch 2024 | loss: 0.0311268 | val_loss: 0.0311429 | Time: 1688.88 ms [2021-12-15 12:02:40 main:574] : INFO : Epoch 2025 | loss: 0.0311255 | val_loss: 0.0311431 | Time: 1714.92 ms [2021-12-15 12:02:42 main:574] : INFO : Epoch 2026 | loss: 0.0311241 | val_loss: 0.0311448 | Time: 1702.38 ms [2021-12-15 12:02:44 main:574] : INFO : Epoch 2027 | loss: 0.0311224 | val_loss: 0.0311437 | Time: 1726.55 ms [2021-12-15 12:02:45 main:574] : INFO : Epoch 2028 | loss: 0.0311223 | val_loss: 0.0311415 | Time: 1696.26 ms [2021-12-15 12:02:47 main:574] : INFO : Epoch 2029 | loss: 0.0311274 | val_loss: 0.0311498 | Time: 1727.19 ms [2021-12-15 12:02:49 main:574] : INFO : Epoch 2030 | loss: 0.0311231 | val_loss: 0.0311483 | Time: 1701.46 ms [2021-12-15 12:02:50 main:574] : INFO : Epoch 2031 | loss: 0.031124 | val_loss: 0.0311414 | Time: 1696.38 ms [2021-12-15 12:02:52 main:574] : INFO : Epoch 2032 | loss: 0.0311213 | val_loss: 0.031141 | Time: 1715.57 ms [2021-12-15 12:02:54 main:574] : INFO : Epoch 2033 | loss: 0.0311199 | val_loss: 0.0311408 | Time: 1742.13 ms [2021-12-15 12:02:56 main:574] : INFO : Epoch 2034 | loss: 0.0311211 | val_loss: 0.0311427 | Time: 1694.14 ms [2021-12-15 12:02:57 main:574] : INFO : Epoch 2035 | loss: 0.0311195 | val_loss: 0.0311393 | Time: 1680.59 ms [2021-12-15 12:02:59 main:574] : INFO : Epoch 2036 | loss: 0.0311246 | val_loss: 0.0311432 | Time: 1688.5 ms [2021-12-15 12:03:01 main:574] : INFO : Epoch 2037 | loss: 0.0311185 | val_loss: 0.0311435 | Time: 1742.2 ms [2021-12-15 12:03:02 main:574] : INFO : Epoch 2038 | loss: 0.0311258 | val_loss: 0.0311551 | Time: 1692.37 ms [2021-12-15 12:03:04 main:574] : INFO : Epoch 2039 | loss: 0.03112 | val_loss: 0.031146 | Time: 1702.33 ms [2021-12-15 12:03:06 main:574] : INFO : Epoch 2040 | loss: 0.0311179 | val_loss: 0.0311458 | Time: 1727.75 ms [2021-12-15 12:03:08 main:574] : INFO : Epoch 2041 | loss: 0.031119 | val_loss: 0.0311443 | Time: 1700.18 ms [2021-12-15 12:03:09 main:574] : INFO : Epoch 2042 | loss: 0.0311205 | val_loss: 0.0311405 | Time: 1689.48 ms [2021-12-15 12:03:11 main:574] : INFO : Epoch 2043 | loss: 0.0311203 | val_loss: 0.0311422 | Time: 1702.13 ms [2021-12-15 12:03:13 main:574] : INFO : Epoch 2044 | loss: 0.0311225 | val_loss: 0.0311573 | Time: 1707.85 ms [2021-12-15 12:03:14 main:574] : INFO : Epoch 2045 | loss: 0.0311317 | val_loss: 0.0311449 | Time: 1695.15 ms [2021-12-15 12:03:16 main:574] : INFO : Epoch 2046 | loss: 0.0311243 | val_loss: 0.0311426 | Time: 1725.63 ms [2021-12-15 12:03:18 main:574] : INFO : Epoch 2047 | loss: 0.0311202 | val_loss: 0.0311421 | Time: 1759.95 ms [2021-12-15 12:03:20 main:574] : INFO : Epoch 2048 | loss: 0.0311226 | val_loss: 0.0311428 | Time: 1738.31 ms [2021-12-15 12:03:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311428 [2021-12-15 12:03:20 main:603] : INFO : Saving end state to config to file [2021-12-15 12:03:20 main:608] : INFO : Success, exiting.. 12:03:20 (21760): 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)