Task 9439174
| Name | ParityModified-1636224435-24559-3-0_0 |
| Workunit | 6854894 |
| Created | 5 Dec 2021, 1:25:33 UTC |
| Sent | 15 Dec 2021, 12:03:15 UTC |
| Report deadline | 23 Dec 2021, 12:03:15 UTC |
| Received | 15 Dec 2021, 17:38:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 59 min 39 sec |
| CPU time | 55 min 14 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: 0.0311608 | val_loss: 0.0311766 | Time: 1682.71 ms [2021-12-15 16:21:57 main:574] : INFO : Epoch 1543 | loss: 0.0311616 | val_loss: 0.0311758 | Time: 1687.18 ms [2021-12-15 16:21:59 main:574] : INFO : Epoch 1544 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 1681.33 ms [2021-12-15 16:22:01 main:574] : INFO : Epoch 1545 | loss: 0.0311616 | val_loss: 0.0311787 | Time: 1683.63 ms [2021-12-15 16:22:02 main:574] : INFO : Epoch 1546 | loss: 0.0311611 | val_loss: 0.0311804 | Time: 1692.56 ms [2021-12-15 16:22:04 main:574] : INFO : Epoch 1547 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 1695.4 ms [2021-12-15 16:22:06 main:574] : INFO : Epoch 1548 | loss: 0.0311595 | val_loss: 0.031174 | Time: 1689.17 ms [2021-12-15 16:22:07 main:574] : INFO : Epoch 1549 | loss: 0.0311606 | val_loss: 0.0311756 | Time: 1699.78 ms [2021-12-15 16:22:09 main:574] : INFO : Epoch 1550 | loss: 0.0311589 | val_loss: 0.031174 | Time: 1663.48 ms [2021-12-15 16:22:11 main:574] : INFO : Epoch 1551 | loss: 0.0311579 | val_loss: 0.0311782 | Time: 1691.16 ms [2021-12-15 16:22:12 main:574] : INFO : Epoch 1552 | loss: 0.0311585 | val_loss: 0.0311792 | Time: 1694.38 ms [2021-12-15 16:22:14 main:574] : INFO : Epoch 1553 | loss: 0.0311559 | val_loss: 0.031178 | Time: 1696.17 ms [2021-12-15 16:22:16 main:574] : INFO : Epoch 1554 | loss: 0.0311562 | val_loss: 0.0311784 | Time: 1691.7 ms [2021-12-15 16:22:18 main:574] : INFO : Epoch 1555 | loss: 0.0311559 | val_loss: 0.0311805 | Time: 1688.87 ms [2021-12-15 16:22:19 main:574] : INFO : Epoch 1556 | loss: 0.0311545 | val_loss: 0.0311803 | Time: 1720.27 ms [2021-12-15 16:22:21 main:574] : INFO : Epoch 1557 | loss: 0.0311569 | val_loss: 0.0311778 | Time: 1694.36 ms [2021-12-15 16:22:23 main:574] : INFO : Epoch 1558 | loss: 0.0311547 | val_loss: 0.0311782 | Time: 1672.83 ms [2021-12-15 16:22:24 main:574] : INFO : Epoch 1559 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 1692.9 ms [2021-12-15 16:22:26 main:574] : INFO : Epoch 1560 | loss: 0.0311554 | val_loss: 0.0311777 | Time: 1688.52 ms [2021-12-15 16:22:28 main:574] : INFO : Epoch 1561 | loss: 0.0311558 | val_loss: 0.0311797 | Time: 1684.75 ms [2021-12-15 16:22:29 main:574] : INFO : Epoch 1562 | loss: 0.0311543 | val_loss: 0.0311743 | Time: 1687.36 ms [2021-12-15 16:22:31 main:574] : INFO : Epoch 1563 | loss: 0.0311565 | val_loss: 0.0311846 | Time: 1688.28 ms [2021-12-15 16:22:33 main:574] : INFO : Epoch 1564 | loss: 0.0311557 | val_loss: 0.0311768 | Time: 1690.28 ms [2021-12-15 16:22:35 main:574] : INFO : Epoch 1565 | loss: 0.0311572 | val_loss: 0.0311776 | Time: 1697.11 ms [2021-12-15 16:22:36 main:574] : INFO : Epoch 1566 | loss: 0.0311555 | val_loss: 0.0311759 | Time: 1694.02 ms [2021-12-15 16:22:38 main:574] : INFO : Epoch 1567 | loss: 0.0311553 | val_loss: 0.0311812 | Time: 1707.08 ms [2021-12-15 16:22:40 main:574] : INFO : Epoch 1568 | loss: 0.0311552 | val_loss: 0.0311778 | Time: 1807.13 ms [2021-12-15 16:22:41 main:574] : INFO : Epoch 1569 | loss: 0.0311548 | val_loss: 0.0311763 | Time: 1698.12 ms [2021-12-15 16:22:43 main:574] : INFO : Epoch 1570 | loss: 0.0311569 | val_loss: 0.0311818 | Time: 1702.37 ms [2021-12-15 16:22:45 main:574] : INFO : Epoch 1571 | loss: 0.0311676 | val_loss: 0.0311806 | Time: 1713.66 ms [2021-12-15 16:22:47 main:574] : INFO : Epoch 1572 | loss: 0.0311616 | val_loss: 0.0311823 | Time: 1706.64 ms [2021-12-15 16:22:48 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311805 | Time: 1693.35 ms [2021-12-15 16:22:50 main:574] : INFO : Epoch 1574 | loss: 0.0311596 | val_loss: 0.0311836 | Time: 1690.71 ms [2021-12-15 16:22:52 main:574] : INFO : Epoch 1575 | loss: 0.0311566 | val_loss: 0.0311817 | Time: 1686.31 ms [2021-12-15 16:22:53 main:574] : INFO : Epoch 1576 | loss: 0.0311568 | val_loss: 0.0311804 | Time: 1689.96 ms [2021-12-15 16:22:55 main:574] : INFO : Epoch 1577 | loss: 0.0311549 | val_loss: 0.0311811 | Time: 1691.16 ms [2021-12-15 16:22:57 main:574] : INFO : Epoch 1578 | loss: 0.0311563 | val_loss: 0.0311797 | Time: 1697.86 ms [2021-12-15 16:22:59 main:574] : INFO : Epoch 1579 | loss: 0.0311576 | val_loss: 0.0311827 | Time: 1695.04 ms [2021-12-15 16:23:00 main:574] : INFO : Epoch 1580 | loss: 0.031155 | val_loss: 0.0311806 | Time: 1710.32 ms [2021-12-15 16:23:02 main:574] : INFO : Epoch 1581 | loss: 0.0311543 | val_loss: 0.0311821 | Time: 1701.42 ms [2021-12-15 16:23:04 main:574] : INFO : Epoch 1582 | loss: 0.0311546 | val_loss: 0.0311806 | Time: 1689.19 ms [2021-12-15 16:23:05 main:574] : INFO : Epoch 1583 | loss: 0.0311565 | val_loss: 0.0311803 | Time: 1681.27 ms [2021-12-15 16:23:07 main:574] : INFO : Epoch 1584 | loss: 0.0311535 | val_loss: 0.0311756 | Time: 1691.86 ms [2021-12-15 16:23:09 main:574] : INFO : Epoch 1585 | loss: 0.0311537 | val_loss: 0.0311784 | Time: 1680.07 ms [2021-12-15 16:23:10 main:574] : INFO : Epoch 1586 | loss: 0.0311533 | val_loss: 0.0311775 | Time: 1703.49 ms [2021-12-15 16:23:12 main:574] : INFO : Epoch 1587 | loss: 0.0311528 | val_loss: 0.0311812 | Time: 1684.99 ms [2021-12-15 16:23:14 main:574] : INFO : Epoch 1588 | loss: 0.0311516 | val_loss: 0.0311802 | Time: 1688.08 ms [2021-12-15 16:23:16 main:574] : INFO : Epoch 1589 | loss: 0.0311529 | val_loss: 0.0311796 | Time: 1688.04 ms [2021-12-15 16:23:17 main:574] : INFO : Epoch 1590 | loss: 0.0311542 | val_loss: 0.0311805 | Time: 1693.32 ms [2021-12-15 16:23:19 main:574] : INFO : Epoch 1591 | loss: 0.0311532 | val_loss: 0.0311808 | Time: 1706.23 ms [2021-12-15 16:23:21 main:574] : INFO : Epoch 1592 | loss: 0.031158 | val_loss: 0.0311855 | Time: 1710.79 ms [2021-12-15 16:23:22 main:574] : INFO : Epoch 1593 | loss: 0.0311577 | val_loss: 0.0311769 | Time: 1692.71 ms [2021-12-15 16:23:24 main:574] : INFO : Epoch 1594 | loss: 0.0311543 | val_loss: 0.0311784 | Time: 1683.05 ms [2021-12-15 16:23:26 main:574] : INFO : Epoch 1595 | loss: 0.0311556 | val_loss: 0.031179 | Time: 1691.94 ms [2021-12-15 16:23:28 main:574] : INFO : Epoch 1596 | loss: 0.0311546 | val_loss: 0.0311816 | Time: 1686.01 ms [2021-12-15 16:23:29 main:574] : INFO : Epoch 1597 | loss: 0.0311545 | val_loss: 0.0311861 | Time: 1700.62 ms [2021-12-15 16:23:31 main:574] : INFO : Epoch 1598 | loss: 0.0311522 | val_loss: 0.0311811 | Time: 1690.35 ms [2021-12-15 16:23:33 main:574] : INFO : Epoch 1599 | loss: 0.0311515 | val_loss: 0.0311838 | Time: 1701.83 ms [2021-12-15 16:23:34 main:574] : INFO : Epoch 1600 | loss: 0.0311544 | val_loss: 0.0311845 | Time: 1695.28 ms [2021-12-15 16:23:36 main:574] : INFO : Epoch 1601 | loss: 0.0311557 | val_loss: 0.0311813 | Time: 1692.18 ms [2021-12-15 16:23:38 main:574] : INFO : Epoch 1602 | loss: 0.0311546 | val_loss: 0.0311818 | Time: 1682.12 ms [2021-12-15 16:23:39 main:574] : INFO : Epoch 1603 | loss: 0.0311538 | val_loss: 0.0311817 | Time: 1690.49 ms [2021-12-15 16:23:41 main:574] : INFO : Epoch 1604 | loss: 0.0311539 | val_loss: 0.0311817 | Time: 1697.09 ms [2021-12-15 16:23:43 main:574] : INFO : Epoch 1605 | loss: 0.0311523 | val_loss: 0.0311822 | Time: 1693.36 ms [2021-12-15 16:23:45 main:574] : INFO : Epoch 1606 | loss: 0.0311543 | val_loss: 0.0311795 | Time: 1691.32 ms [2021-12-15 16:23:46 main:574] : INFO : Epoch 1607 | loss: 0.0311541 | val_loss: 0.0311884 | Time: 1693.07 ms [2021-12-15 16:23:48 main:574] : INFO : Epoch 1608 | loss: 0.0311558 | val_loss: 0.03118 | Time: 1690.28 ms [2021-12-15 16:23:50 main:574] : INFO : Epoch 1609 | loss: 0.031152 | val_loss: 0.0311797 | Time: 1686.38 ms [2021-12-15 16:23:51 main:574] : INFO : Epoch 1610 | loss: 0.0311535 | val_loss: 0.0311789 | Time: 1693.71 ms [2021-12-15 16:23:53 main:574] : INFO : Epoch 1611 | loss: 0.0311516 | val_loss: 0.0311812 | Time: 1700.81 ms [2021-12-15 16:23:55 main:574] : INFO : Epoch 1612 | loss: 0.0311517 | val_loss: 0.0311809 | Time: 1692.5 ms [2021-12-15 16:23:56 main:574] : INFO : Epoch 1613 | loss: 0.0311523 | val_loss: 0.0311858 | Time: 1687.1 ms [2021-12-15 16:23:58 main:574] : INFO : Epoch 1614 | loss: 0.0311626 | val_loss: 0.0311837 | Time: 1682.27 ms [2021-12-15 16:24:00 main:574] : INFO : Epoch 1615 | loss: 0.0311618 | val_loss: 0.0311779 | Time: 1686.88 ms [2021-12-15 16:24:02 main:574] : INFO : Epoch 1616 | loss: 0.0311563 | val_loss: 0.0311803 | Time: 1714.12 ms [2021-12-15 16:24:03 main:574] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.031182 | Time: 1693.75 ms [2021-12-15 16:24:05 main:574] : INFO : Epoch 1618 | loss: 0.0311537 | val_loss: 0.0311803 | Time: 1694.49 ms [2021-12-15 16:24:07 main:574] : INFO : Epoch 1619 | loss: 0.0311531 | val_loss: 0.0311778 | Time: 1690.7 ms [2021-12-15 16:24:08 main:574] : INFO : Epoch 1620 | loss: 0.0311581 | val_loss: 0.031182 | Time: 1683.53 ms [2021-12-15 16:24:10 main:574] : INFO : Epoch 1621 | loss: 0.031156 | val_loss: 0.0311795 | Time: 1682.67 ms [2021-12-15 16:24:12 main:574] : INFO : Epoch 1622 | loss: 0.0311558 | val_loss: 0.0311783 | Time: 1690.8 ms [2021-12-15 16:24:13 main:574] : INFO : Epoch 1623 | loss: 0.0311555 | val_loss: 0.0311801 | Time: 1695.47 ms [2021-12-15 16:24:15 main:574] : INFO : Epoch 1624 | loss: 0.0311537 | val_loss: 0.0311777 | Time: 1693.56 ms [2021-12-15 16:24:17 main:574] : INFO : Epoch 1625 | loss: 0.0311564 | val_loss: 0.0311825 | Time: 1691.87 ms [2021-12-15 16:24:19 main:574] : INFO : Epoch 1626 | loss: 0.0311547 | val_loss: 0.0311793 | Time: 1689.06 ms [2021-12-15 16:24:20 main:574] : INFO : Epoch 1627 | loss: 0.0311555 | val_loss: 0.0311827 | Time: 1686.67 ms [2021-12-15 16:24:22 main:574] : INFO : Epoch 1628 | loss: 0.0311569 | val_loss: 0.0311816 | Time: 1685.48 ms [2021-12-15 16:24:24 main:574] : INFO : Epoch 1629 | loss: 0.0311558 | val_loss: 0.0311782 | Time: 1700.69 ms [2021-12-15 16:24:25 main:574] : INFO : Epoch 1630 | loss: 0.0311538 | val_loss: 0.0311811 | Time: 1698.27 ms [2021-12-15 16:24:27 main:574] : INFO : Epoch 1631 | loss: 0.0311542 | val_loss: 0.0311785 | Time: 1699.66 ms [2021-12-15 16:24:29 main:574] : INFO : Epoch 1632 | loss: 0.031153 | val_loss: 0.0311791 | Time: 1686.62 ms [2021-12-15 16:24:30 main:574] : INFO : Epoch 1633 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 1688 ms [2021-12-15 16:24:32 main:574] : INFO : Epoch 1634 | loss: 0.031161 | val_loss: 0.0311804 | Time: 1684.63 ms [2021-12-15 16:24:34 main:574] : INFO : Epoch 1635 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 1695.23 ms [2021-12-15 16:24:36 main:574] : INFO : Epoch 1636 | loss: 0.0311577 | val_loss: 0.0311839 | Time: 1698.82 ms [2021-12-15 16:24:37 main:574] : INFO : Epoch 1637 | loss: 0.031171 | val_loss: 0.0311869 | Time: 1697.13 ms [2021-12-15 16:24:39 main:574] : INFO : Epoch 1638 | loss: 0.0311691 | val_loss: 0.0311869 | Time: 1686.97 ms [2021-12-15 16:24:41 main:574] : INFO : Epoch 1639 | loss: 0.0311673 | val_loss: 0.0311822 | Time: 1690.82 ms [2021-12-15 16:24:42 main:574] : INFO : Epoch 1640 | loss: 0.0311629 | val_loss: 0.0311818 | Time: 1685.15 ms [2021-12-15 16:24:44 main:574] : INFO : Epoch 1641 | loss: 0.031162 | val_loss: 0.0311835 | Time: 1692.89 ms [2021-12-15 16:24:46 main:574] : INFO : Epoch 1642 | loss: 0.0311616 | val_loss: 0.0311842 | Time: 1688.45 ms [2021-12-15 16:24:47 main:574] : INFO : Epoch 1643 | loss: 0.0311604 | val_loss: 0.0311828 | Time: 1705.45 ms [2021-12-15 16:24:49 main:574] : INFO : Epoch 1644 | loss: 0.0311628 | val_loss: 0.0311981 | Time: 1695.92 ms [2021-12-15 16:24:51 main:574] : INFO : Epoch 1645 | loss: 0.0311631 | val_loss: 0.0311829 | Time: 1696.06 ms [2021-12-15 16:24:53 main:574] : INFO : Epoch 1646 | loss: 0.0311566 | val_loss: 0.0311789 | Time: 1680.32 ms [2021-12-15 16:24:54 main:574] : INFO : Epoch 1647 | loss: 0.0311578 | val_loss: 0.0311817 | Time: 1714.01 ms [2021-12-15 16:24:56 main:574] : INFO : Epoch 1648 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 1701.35 ms [2021-12-15 16:24:58 main:574] : INFO : Epoch 1649 | loss: 0.0311633 | val_loss: 0.031181 | Time: 1697.16 ms [2021-12-15 16:24:59 main:574] : INFO : Epoch 1650 | loss: 0.0311602 | val_loss: 0.0311764 | Time: 1694.75 ms [2021-12-15 16:25:01 main:574] : INFO : Epoch 1651 | loss: 0.0311591 | val_loss: 0.0311787 | Time: 1696.17 ms [2021-12-15 16:25:03 main:574] : INFO : Epoch 1652 | loss: 0.0311577 | val_loss: 0.031179 | Time: 1728.01 ms [2021-12-15 16:25:05 main:574] : INFO : Epoch 1653 | loss: 0.0311584 | val_loss: 0.0311833 | Time: 1689.36 ms [2021-12-15 16:25:06 main:574] : INFO : Epoch 1654 | loss: 0.0311607 | val_loss: 0.0311826 | Time: 1686.55 ms [2021-12-15 16:25:08 main:574] : INFO : Epoch 1655 | loss: 0.0311597 | val_loss: 0.0311783 | Time: 1692.39 ms [2021-12-15 16:25:10 main:574] : INFO : Epoch 1656 | loss: 0.0311582 | val_loss: 0.0311786 | Time: 1735.45 ms [2021-12-15 16:25:11 main:574] : INFO : Epoch 1657 | loss: 0.0311563 | val_loss: 0.031183 | Time: 1690.46 ms [2021-12-15 16:25:13 main:574] : INFO : Epoch 1658 | loss: 0.0311577 | val_loss: 0.0311794 | Time: 1688.29 ms [2021-12-15 16:25:15 main:574] : INFO : Epoch 1659 | loss: 0.0311561 | val_loss: 0.0311838 | Time: 1686.43 ms [2021-12-15 16:25:17 main:574] : INFO : Epoch 1660 | loss: 0.0311589 | val_loss: 0.0311893 | Time: 1688.16 ms [2021-12-15 16:25:18 main:574] : INFO : Epoch 1661 | loss: 0.0311578 | val_loss: 0.0311805 | Time: 1688.8 ms [2021-12-15 16:25:20 main:574] : INFO : Epoch 1662 | loss: 0.0311587 | val_loss: 0.0311791 | Time: 1698.63 ms [2021-12-15 16:25:22 main:574] : INFO : Epoch 1663 | loss: 0.0311571 | val_loss: 0.0311773 | Time: 1699.25 ms [2021-12-15 16:25:23 main:574] : INFO : Epoch 1664 | loss: 0.0311562 | val_loss: 0.0311775 | Time: 1708.69 ms [2021-12-15 16:25:25 main:574] : INFO : Epoch 1665 | loss: 0.0311583 | val_loss: 0.0311775 | Time: 1710.05 ms [2021-12-15 16:25:27 main:574] : INFO : Epoch 1666 | loss: 0.031159 | val_loss: 0.031182 | Time: 1715.28 ms [2021-12-15 16:25:29 main:574] : INFO : Epoch 1667 | loss: 0.0311592 | val_loss: 0.0311793 | Time: 1684.3 ms [2021-12-15 16:25:30 main:574] : INFO : Epoch 1668 | loss: 0.0311595 | val_loss: 0.031181 | Time: 1699.01 ms [2021-12-15 16:25:32 main:574] : INFO : Epoch 1669 | loss: 0.0311563 | val_loss: 0.0311789 | Time: 1693.39 ms [2021-12-15 16:25:34 main:574] : INFO : Epoch 1670 | loss: 0.0311547 | val_loss: 0.031179 | Time: 1691.8 ms [2021-12-15 16:25:35 main:574] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.031178 | Time: 1703.1 ms [2021-12-15 16:25:37 main:574] : INFO : Epoch 1672 | loss: 0.0311589 | val_loss: 0.0311774 | Time: 1812.69 ms [2021-12-15 16:25:39 main:574] : INFO : Epoch 1673 | loss: 0.0311563 | val_loss: 0.0311757 | Time: 1683.13 ms [2021-12-15 16:25:51 main:574] : INFO : Epoch 1674 | loss: 0.0311553 | val_loss: 0.0311772 | Time: 11931.7 ms [2021-12-15 16:25:53 main:574] : INFO : Epoch 1675 | loss: 0.0311538 | val_loss: 0.0311783 | Time: 1705.72 ms [2021-12-15 16:25:54 main:574] : INFO : Epoch 1676 | loss: 0.0311531 | val_loss: 0.0311807 | Time: 1701.93 ms [2021-12-15 16:25:56 main:574] : INFO : Epoch 1677 | loss: 0.0311546 | val_loss: 0.0311799 | Time: 1701.89 ms [2021-12-15 16:25:58 main:574] : INFO : Epoch 1678 | loss: 0.0311537 | val_loss: 0.0311803 | Time: 1702.05 ms [2021-12-15 16:25:59 main:574] : INFO : Epoch 1679 | loss: 0.0311527 | val_loss: 0.0311786 | Time: 1697.9 ms [2021-12-15 16:26:01 main:574] : INFO : Epoch 1680 | loss: 0.0311514 | val_loss: 0.0311771 | Time: 1706.53 ms [2021-12-15 16:26:03 main:574] : INFO : Epoch 1681 | loss: 0.0311505 | val_loss: 0.0311817 | Time: 1694.91 ms [2021-12-15 16:26:05 main:574] : INFO : Epoch 1682 | loss: 0.0311512 | val_loss: 0.031179 | Time: 1704.54 ms [2021-12-15 16:26:06 main:574] : INFO : Epoch 1683 | loss: 0.0311527 | val_loss: 0.0311869 | Time: 1709.35 ms [2021-12-15 16:26:08 main:574] : INFO : Epoch 1684 | loss: 0.0311509 | val_loss: 0.0311837 | Time: 1700.53 ms [2021-12-15 16:26:10 main:574] : INFO : Epoch 1685 | loss: 0.0311512 | val_loss: 0.0311782 | Time: 1705.85 ms [2021-12-15 16:26:11 main:574] : INFO : Epoch 1686 | loss: 0.0311509 | val_loss: 0.0311784 | Time: 1697.92 ms [2021-12-15 16:26:13 main:574] : INFO : Epoch 1687 | loss: 0.0311507 | val_loss: 0.0311782 | Time: 1702.93 ms [2021-12-15 16:26:15 main:574] : INFO : Epoch 1688 | loss: 0.0311506 | val_loss: 0.0311812 | Time: 1704.91 ms [2021-12-15 16:26:17 main:574] : INFO : Epoch 1689 | loss: 0.0311562 | val_loss: 0.0311795 | Time: 1709.62 ms [2021-12-15 16:26:18 main:574] : INFO : Epoch 1690 | loss: 0.031158 | val_loss: 0.0311822 | Time: 1700.11 ms [2021-12-15 16:26:20 main:574] : INFO : Epoch 1691 | loss: 0.031155 | val_loss: 0.0311807 | Time: 1702.3 ms [2021-12-15 16:26:22 main:574] : INFO : Epoch 1692 | loss: 0.0311554 | val_loss: 0.0311817 | Time: 1689.33 ms [2021-12-15 16:26:23 main:574] : INFO : Epoch 1693 | loss: 0.031153 | val_loss: 0.0311803 | Time: 1688.37 ms [2021-12-15 16:26:25 main:574] : INFO : Epoch 1694 | loss: 0.0311534 | val_loss: 0.0311806 | Time: 1689.36 ms [2021-12-15 16:26:27 main:574] : INFO : Epoch 1695 | loss: 0.031152 | val_loss: 0.0311793 | Time: 1692.6 ms [2021-12-15 16:26:28 main:574] : INFO : Epoch 1696 | loss: 0.031151 | val_loss: 0.0311789 | Time: 1697.74 ms [2021-12-15 16:26:30 main:574] : INFO : Epoch 1697 | loss: 0.0311499 | val_loss: 0.0311794 | Time: 1695.08 ms [2021-12-15 16:26:32 main:574] : INFO : Epoch 1698 | loss: 0.0311498 | val_loss: 0.0311816 | Time: 1684.29 ms [2021-12-15 16:26:34 main:574] : INFO : Epoch 1699 | loss: 0.0311531 | val_loss: 0.0311829 | Time: 1685.36 ms [2021-12-15 16:26:35 main:574] : INFO : Epoch 1700 | loss: 0.031153 | val_loss: 0.0311837 | Time: 1688.46 ms [2021-12-15 16:26:37 main:574] : INFO : Epoch 1701 | loss: 0.0311523 | val_loss: 0.0311795 | Time: 1693.27 ms [2021-12-15 16:26:39 main:574] : INFO : Epoch 1702 | loss: 0.0311512 | val_loss: 0.031181 | Time: 1697.74 ms [2021-12-15 16:26:40 main:574] : INFO : Epoch 1703 | loss: 0.0311531 | val_loss: 0.0311836 | Time: 1687.15 ms [2021-12-15 16:26:42 main:574] : INFO : Epoch 1704 | loss: 0.0311575 | val_loss: 0.0311849 | Time: 1803.71 ms [2021-12-15 16:26:44 main:574] : INFO : Epoch 1705 | loss: 0.0311558 | val_loss: 0.0311799 | Time: 2204.03 ms [2021-12-15 16:26:46 main:574] : INFO : Epoch 1706 | loss: 0.0311563 | val_loss: 0.0311815 | Time: 1769.69 ms [2021-12-15 16:26:48 main:574] : INFO : Epoch 1707 | loss: 0.0311544 | val_loss: 0.0311809 | Time: 1733.72 ms [2021-12-15 16:26:50 main:574] : INFO : Epoch 1708 | loss: 0.0311543 | val_loss: 0.0311811 | Time: 1757.96 ms [2021-12-15 16:26:51 main:574] : INFO : Epoch 1709 | loss: 0.031156 | val_loss: 0.031177 | Time: 1713.98 ms [2021-12-15 16:26:53 main:574] : INFO : Epoch 1710 | loss: 0.0311522 | val_loss: 0.0311795 | Time: 1746.69 ms [2021-12-15 16:26:55 main:574] : INFO : Epoch 1711 | loss: 0.0311525 | val_loss: 0.0311773 | Time: 1737.12 ms [2021-12-15 16:26:57 main:574] : INFO : Epoch 1712 | loss: 0.0311537 | val_loss: 0.0311771 | Time: 1729.24 ms [2021-12-15 16:26:58 main:574] : INFO : Epoch 1713 | loss: 0.0311507 | val_loss: 0.0311785 | Time: 1802.56 ms [2021-12-15 16:27:00 main:574] : INFO : Epoch 1714 | loss: 0.0311503 | val_loss: 0.0311764 | Time: 1856.51 ms [2021-12-15 16:27:03 main:574] : INFO : Epoch 1715 | loss: 0.0311508 | val_loss: 0.0311805 | Time: 2096.42 ms [2021-12-15 16:27:04 main:574] : INFO : Epoch 1716 | loss: 0.0311532 | val_loss: 0.0311774 | Time: 1754.35 ms [2021-12-15 16:27:06 main:574] : INFO : Epoch 1717 | loss: 0.0311499 | val_loss: 0.0311787 | Time: 1735.16 ms [2021-12-15 16:27:08 main:574] : INFO : Epoch 1718 | loss: 0.0311491 | val_loss: 0.0311787 | Time: 1811.21 ms [2021-12-15 16:27:10 main:574] : INFO : Epoch 1719 | loss: 0.0311511 | val_loss: 0.0311821 | Time: 1723.4 ms [2021-12-15 16:27:11 main:574] : INFO : Epoch 1720 | loss: 0.0311541 | val_loss: 0.0311772 | Time: 1746.47 ms [2021-12-15 16:27:13 main:574] : INFO : Epoch 1721 | loss: 0.0311538 | val_loss: 0.0311814 | Time: 1795.38 ms [2021-12-15 16:27:15 main:574] : INFO : Epoch 1722 | loss: 0.031149 | val_loss: 0.0311797 | Time: 1819.57 ms [2021-12-15 16:27:17 main:574] : INFO : Epoch 1723 | loss: 0.0311479 | val_loss: 0.0311781 | Time: 1725.87 ms [2021-12-15 16:27:19 main:574] : INFO : Epoch 1724 | loss: 0.0311473 | val_loss: 0.0311796 | Time: 1828.54 ms [2021-12-15 16:27:21 main:574] : INFO : Epoch 1725 | loss: 0.0311495 | val_loss: 0.0311859 | Time: 2030.1 ms [2021-12-15 16:27:22 main:574] : INFO : Epoch 1726 | loss: 0.0311483 | val_loss: 0.0311799 | Time: 1776.62 ms [2021-12-15 16:27:24 main:574] : INFO : Epoch 1727 | loss: 0.0311474 | val_loss: 0.0311769 | Time: 1713.61 ms [2021-12-15 16:27:26 main:574] : INFO : Epoch 1728 | loss: 0.0311493 | val_loss: 0.0311861 | Time: 1717.98 ms [2021-12-15 16:27:28 main:574] : INFO : Epoch 1729 | loss: 0.0311509 | val_loss: 0.0311792 | Time: 1895.42 ms [2021-12-15 16:27:29 main:574] : INFO : Epoch 1730 | loss: 0.0311501 | val_loss: 0.0311773 | Time: 1724.96 ms [2021-12-15 16:27:31 main:574] : INFO : Epoch 1731 | loss: 0.0311478 | val_loss: 0.0311763 | Time: 1726.65 ms [2021-12-15 16:27:33 main:574] : INFO : Epoch 1732 | loss: 0.0311482 | val_loss: 0.0311783 | Time: 1731.34 ms [2021-12-15 16:27:35 main:574] : INFO : Epoch 1733 | loss: 0.0311484 | val_loss: 0.0311817 | Time: 1795.6 ms [2021-12-15 16:27:37 main:574] : INFO : Epoch 1734 | loss: 0.0311494 | val_loss: 0.0311826 | Time: 1846.96 ms [2021-12-15 16:27:38 main:574] : INFO : Epoch 1735 | loss: 0.0311475 | val_loss: 0.0311781 | Time: 1724.36 ms [2021-12-15 16:27:40 main:574] : INFO : Epoch 1736 | loss: 0.0311469 | val_loss: 0.0311837 | Time: 1806.99 ms [2021-12-15 16:27:42 main:574] : INFO : Epoch 1737 | loss: 0.031148 | val_loss: 0.0311811 | Time: 1785 ms [2021-12-15 16:27:44 main:574] : INFO : Epoch 1738 | loss: 0.0311471 | val_loss: 0.031178 | Time: 1757.84 ms [2021-12-15 16:27:45 main:574] : INFO : Epoch 1739 | loss: 0.031147 | val_loss: 0.0311853 | Time: 1742.71 ms [2021-12-15 16:27:47 main:574] : INFO : Epoch 1740 | loss: 0.0311454 | val_loss: 0.0311801 | Time: 1782.43 ms [2021-12-15 16:27:49 main:574] : INFO : Epoch 1741 | loss: 0.0311463 | val_loss: 0.031184 | Time: 1792.31 ms [2021-12-15 16:27:51 main:574] : INFO : Epoch 1742 | loss: 0.0311487 | val_loss: 0.0311777 | Time: 1750.86 ms [2021-12-15 16:27:53 main:574] : INFO : Epoch 1743 | loss: 0.0311474 | val_loss: 0.0311841 | Time: 1712.83 ms [2021-12-15 16:27:54 main:574] : INFO : Epoch 1744 | loss: 0.0311477 | val_loss: 0.0311787 | Time: 1708.15 ms [2021-12-15 16:27:56 main:574] : INFO : Epoch 1745 | loss: 0.0311482 | val_loss: 0.0311872 | Time: 1703.7 ms [2021-12-15 16:27:58 main:574] : INFO : Epoch 1746 | loss: 0.0311497 | val_loss: 0.0311777 | Time: 1739.8 ms [2021-12-15 16:27:59 main:574] : INFO : Epoch 1747 | loss: 0.0311514 | val_loss: 0.031178 | Time: 1714.68 ms [2021-12-15 16:28:01 main:574] : INFO : Epoch 1748 | loss: 0.0311518 | val_loss: 0.031179 | Time: 1716.54 ms [2021-12-15 16:28:03 main:574] : INFO : Epoch 1749 | loss: 0.0311501 | val_loss: 0.0311785 | Time: 1710.07 ms [2021-12-15 16:28:05 main:574] : INFO : Epoch 1750 | loss: 0.0311488 | val_loss: 0.0311745 | Time: 1758.64 ms [2021-12-15 16:28:06 main:574] : INFO : Epoch 1751 | loss: 0.0311509 | val_loss: 0.0311736 | Time: 1720.64 ms [2021-12-15 16:28:08 main:574] : INFO : Epoch 1752 | loss: 0.0311521 | val_loss: 0.0311759 | Time: 1728.37 ms [2021-12-15 16:28:10 main:574] : INFO : Epoch 1753 | loss: 0.0311519 | val_loss: 0.0311817 | Time: 1893.55 ms [2021-12-15 16:28:22 main:574] : INFO : Epoch 1754 | loss: 0.0311503 | val_loss: 0.0311788 | Time: 11970.7 ms [2021-12-15 16:28:24 main:574] : INFO : Epoch 1755 | loss: 0.0311481 | val_loss: 0.0311811 | Time: 1700.56 ms [2021-12-15 16:28:25 main:574] : INFO : Epoch 1756 | loss: 0.0311482 | val_loss: 0.0311779 | Time: 1712.76 ms [2021-12-15 16:28:27 main:574] : INFO : Epoch 1757 | loss: 0.0311491 | val_loss: 0.0311764 | Time: 1715.66 ms [2021-12-15 16:28:29 main:574] : INFO : Epoch 1758 | loss: 0.031151 | val_loss: 0.0311796 | Time: 1727.93 ms [2021-12-15 16:28:31 main:574] : INFO : Epoch 1759 | loss: 0.0311514 | val_loss: 0.0311766 | Time: 1715.39 ms [2021-12-15 16:28:32 main:574] : INFO : Epoch 1760 | loss: 0.0311543 | val_loss: 0.0311797 | Time: 1714.53 ms [2021-12-15 16:28:34 main:574] : INFO : Epoch 1761 | loss: 0.0311568 | val_loss: 0.0311843 | Time: 1707.67 ms [2021-12-15 16:28:36 main:574] : INFO : Epoch 1762 | loss: 0.031154 | val_loss: 0.0311766 | Time: 1771.18 ms [2021-12-15 16:28:38 main:574] : INFO : Epoch 1763 | loss: 0.0311511 | val_loss: 0.0311762 | Time: 1724.98 ms [2021-12-15 16:28:39 main:574] : INFO : Epoch 1764 | loss: 0.0311509 | val_loss: 0.0311765 | Time: 1710.84 ms [2021-12-15 16:28:41 main:574] : INFO : Epoch 1765 | loss: 0.0311482 | val_loss: 0.0311765 | Time: 1727.47 ms [2021-12-15 16:28:43 main:574] : INFO : Epoch 1766 | loss: 0.0311494 | val_loss: 0.0311786 | Time: 1710.89 ms [2021-12-15 16:28:45 main:574] : INFO : Epoch 1767 | loss: 0.0311481 | val_loss: 0.031181 | Time: 1851.43 ms [2021-12-15 16:28:46 main:574] : INFO : Epoch 1768 | loss: 0.0311497 | val_loss: 0.0311787 | Time: 1761.06 ms [2021-12-15 16:28:48 main:574] : INFO : Epoch 1769 | loss: 0.0311518 | val_loss: 0.0311816 | Time: 1756.7 ms [2021-12-15 16:28:50 main:574] : INFO : Epoch 1770 | loss: 0.0311523 | val_loss: 0.031183 | Time: 1746.54 ms [2021-12-15 16:28:52 main:574] : INFO : Epoch 1771 | loss: 0.0311586 | val_loss: 0.0311783 | Time: 1711.08 ms [2021-12-15 16:28:53 main:574] : INFO : Epoch 1772 | loss: 0.0325923 | val_loss: 0.0365321 | Time: 1689.25 ms [2021-12-15 16:28:55 main:574] : INFO : Epoch 1773 | loss: 0.0329444 | val_loss: 0.0318458 | Time: 1694.54 ms [2021-12-15 16:28:57 main:574] : INFO : Epoch 1774 | loss: 0.0314151 | val_loss: 0.0313046 | Time: 1690.29 ms [2021-12-15 16:28:58 main:574] : INFO : Epoch 1775 | loss: 0.0312668 | val_loss: 0.031237 | Time: 1683.86 ms [2021-12-15 16:29:00 main:574] : INFO : Epoch 1776 | loss: 0.0312191 | val_loss: 0.0312038 | Time: 1688.73 ms [2021-12-15 16:29:02 main:574] : INFO : Epoch 1777 | loss: 0.0312018 | val_loss: 0.031196 | Time: 1684.81 ms [2021-12-15 16:29:04 main:574] : INFO : Epoch 1778 | loss: 0.0311957 | val_loss: 0.031194 | Time: 1686.6 ms [2021-12-15 16:29:05 main:574] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 1690.37 ms [2021-12-15 16:29:07 main:574] : INFO : Epoch 1780 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 1695.61 ms [2021-12-15 16:29:09 main:574] : INFO : Epoch 1781 | loss: 0.0311875 | val_loss: 0.0311916 | Time: 1682.98 ms [2021-12-15 16:29:10 main:574] : INFO : Epoch 1782 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1692.64 ms [2021-12-15 16:29:12 main:574] : INFO : Epoch 1783 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1695.77 ms [2021-12-15 16:29:14 main:574] : INFO : Epoch 1784 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 1702.35 ms [2021-12-15 16:29:15 main:574] : INFO : Epoch 1785 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 1697.6 ms [2021-12-15 16:29:17 main:574] : INFO : Epoch 1786 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 1688.13 ms [2021-12-15 16:29:19 main:574] : INFO : Epoch 1787 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 1695.6 ms [2021-12-15 16:29:21 main:574] : INFO : Epoch 1788 | loss: 0.0311728 | val_loss: 0.0311827 | Time: 1691.11 ms [2021-12-15 16:29:22 main:574] : INFO : Epoch 1789 | loss: 0.0311689 | val_loss: 0.0311831 | Time: 1669.25 ms [2021-12-15 16:29:24 main:574] : INFO : Epoch 1790 | loss: 0.0311651 | val_loss: 0.0311821 | Time: 1690.89 ms [2021-12-15 16:29:26 main:574] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311848 | Time: 1686.22 ms [2021-12-15 16:29:27 main:574] : INFO : Epoch 1792 | loss: 0.0311623 | val_loss: 0.0311833 | Time: 1680.04 ms [2021-12-15 16:29:29 main:574] : INFO : Epoch 1793 | loss: 0.0311609 | val_loss: 0.0311838 | Time: 1681.9 ms [2021-12-15 16:29:31 main:574] : INFO : Epoch 1794 | loss: 0.0311604 | val_loss: 0.0311848 | Time: 1683.07 ms [2021-12-15 16:29:32 main:574] : INFO : Epoch 1795 | loss: 0.0311599 | val_loss: 0.0311823 | Time: 1690.85 ms [2021-12-15 16:29:34 main:574] : INFO : Epoch 1796 | loss: 0.0311635 | val_loss: 0.0311874 | Time: 1698.18 ms [2021-12-15 16:29:36 main:574] : INFO : Epoch 1797 | loss: 0.0311625 | val_loss: 0.0311826 | Time: 1707.4 ms [2021-12-15 16:29:38 main:574] : INFO : Epoch 1798 | loss: 0.0311612 | val_loss: 0.0311813 | Time: 1763.83 ms [2021-12-15 16:29:39 main:574] : INFO : Epoch 1799 | loss: 0.0311596 | val_loss: 0.0311814 | Time: 1720.31 ms [2021-12-15 16:29:41 main:574] : INFO : Epoch 1800 | loss: 0.031158 | val_loss: 0.031177 | Time: 1709.64 ms [2021-12-15 16:29:43 main:574] : INFO : Epoch 1801 | loss: 0.0311579 | val_loss: 0.0311819 | Time: 1709.36 ms [2021-12-15 16:29:45 main:574] : INFO : Epoch 1802 | loss: 0.0311566 | val_loss: 0.031179 | Time: 1714.14 ms [2021-12-15 16:29:46 main:574] : INFO : Epoch 1803 | loss: 0.0311591 | val_loss: 0.0311805 | Time: 1789.91 ms [2021-12-15 16:29:48 main:574] : INFO : Epoch 1804 | loss: 0.0311578 | val_loss: 0.0311793 | Time: 1732.28 ms [2021-12-15 16:29:50 main:574] : INFO : Epoch 1805 | loss: 0.0311576 | val_loss: 0.0311824 | Time: 1716.19 ms [2021-12-15 16:30:12 main:574] : INFO : Epoch 1806 | loss: 0.0311584 | val_loss: 0.0311799 | Time: 22132.1 ms [2021-12-15 16:30:14 main:574] : INFO : Epoch 1807 | loss: 0.0311595 | val_loss: 0.0311817 | Time: 1677.19 ms [2021-12-15 16:30:15 main:574] : INFO : Epoch 1808 | loss: 0.031159 | val_loss: 0.0311908 | Time: 1693.43 ms [2021-12-15 16:30:17 main:574] : INFO : Epoch 1809 | loss: 0.0311571 | val_loss: 0.0311856 | Time: 1690.07 ms [2021-12-15 16:30:19 main:574] : INFO : Epoch 1810 | loss: 0.0311547 | val_loss: 0.0311825 | Time: 1686.88 ms [2021-12-15 16:30:20 main:574] : INFO : Epoch 1811 | loss: 0.0311555 | val_loss: 0.0311823 | Time: 1711.02 ms [2021-12-15 16:30:22 main:574] : INFO : Epoch 1812 | loss: 0.0311546 | val_loss: 0.0311799 | Time: 1698.78 ms [2021-12-15 16:30:24 main:574] : INFO : Epoch 1813 | loss: 0.0311549 | val_loss: 0.031179 | Time: 1702.06 ms [2021-12-15 16:30:26 main:574] : INFO : Epoch 1814 | loss: 0.0311588 | val_loss: 0.0311792 | Time: 1683.98 ms [2021-12-15 16:30:27 main:574] : INFO : Epoch 1815 | loss: 0.0311581 | val_loss: 0.0311781 | Time: 1691.73 ms [2021-12-15 16:30:29 main:574] : INFO : Epoch 1816 | loss: 0.0311576 | val_loss: 0.0311777 | Time: 1686.07 ms [2021-12-15 16:30:31 main:574] : INFO : Epoch 1817 | loss: 0.0311567 | val_loss: 0.0311759 | Time: 1702.54 ms [2021-12-15 16:30:32 main:574] : INFO : Epoch 1818 | loss: 0.0311552 | val_loss: 0.0311765 | Time: 1691.49 ms [2021-12-15 16:30:34 main:574] : INFO : Epoch 1819 | loss: 0.0311559 | val_loss: 0.0311767 | Time: 1698.89 ms [2021-12-15 16:30:36 main:574] : INFO : Epoch 1820 | loss: 0.0311564 | val_loss: 0.03118 | Time: 1698.28 ms [2021-12-15 16:30:37 main:574] : INFO : Epoch 1821 | loss: 0.0311555 | val_loss: 0.0311768 | Time: 1686.8 ms [2021-12-15 16:30:39 main:574] : INFO : Epoch 1822 | loss: 0.0311554 | val_loss: 0.0311776 | Time: 1683.89 ms [2021-12-15 16:30:41 main:574] : INFO : Epoch 1823 | loss: 0.0311552 | val_loss: 0.0311794 | Time: 1689.84 ms [2021-12-15 16:30:43 main:574] : INFO : Epoch 1824 | loss: 0.031156 | val_loss: 0.0311788 | Time: 1692.59 ms [2021-12-15 16:30:44 main:574] : INFO : Epoch 1825 | loss: 0.0311554 | val_loss: 0.0311848 | Time: 1697.68 ms [2021-12-15 16:30:46 main:574] : INFO : Epoch 1826 | loss: 0.0311568 | val_loss: 0.0311821 | Time: 1693.56 ms [2021-12-15 16:30:48 main:574] : INFO : Epoch 1827 | loss: 0.0311541 | val_loss: 0.0311754 | Time: 1695.31 ms [2021-12-15 16:30:49 main:574] : INFO : Epoch 1828 | loss: 0.0311524 | val_loss: 0.031179 | Time: 1681.34 ms [2021-12-15 16:30:51 main:574] : INFO : Epoch 1829 | loss: 0.0311556 | val_loss: 0.0311778 | Time: 1681.42 ms [2021-12-15 16:30:53 main:574] : INFO : Epoch 1830 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 1690.36 ms [2021-12-15 16:30:54 main:574] : INFO : Epoch 1831 | loss: 0.03116 | val_loss: 0.0311791 | Time: 1689.37 ms [2021-12-15 16:30:56 main:574] : INFO : Epoch 1832 | loss: 0.0311575 | val_loss: 0.031178 | Time: 1688.09 ms [2021-12-15 16:30:58 main:574] : INFO : Epoch 1833 | loss: 0.0311549 | val_loss: 0.031176 | Time: 1709.23 ms [2021-12-15 16:31:00 main:574] : INFO : Epoch 1834 | loss: 0.0311537 | val_loss: 0.0311774 | Time: 1834.27 ms [2021-12-15 16:31:01 main:574] : INFO : Epoch 1835 | loss: 0.031155 | val_loss: 0.0311763 | Time: 1682.44 ms [2021-12-15 16:31:03 main:574] : INFO : Epoch 1836 | loss: 0.0311543 | val_loss: 0.0311779 | Time: 1683.38 ms [2021-12-15 16:31:05 main:574] : INFO : Epoch 1837 | loss: 0.0311534 | val_loss: 0.0311778 | Time: 1687.18 ms [2021-12-15 16:31:07 main:574] : INFO : Epoch 1838 | loss: 0.0311531 | val_loss: 0.0311758 | Time: 1696.12 ms [2021-12-15 16:31:08 main:574] : INFO : Epoch 1839 | loss: 0.0311562 | val_loss: 0.0311787 | Time: 1691.45 ms [2021-12-15 16:31:10 main:574] : INFO : Epoch 1840 | loss: 0.0311565 | val_loss: 0.0311804 | Time: 1682.66 ms [2021-12-15 16:31:12 main:574] : INFO : Epoch 1841 | loss: 0.0311558 | val_loss: 0.0311801 | Time: 1686.52 ms [2021-12-15 16:31:13 main:574] : INFO : Epoch 1842 | loss: 0.0311538 | val_loss: 0.0311816 | Time: 1670.39 ms [2021-12-15 16:31:15 main:574] : INFO : Epoch 1843 | loss: 0.0311556 | val_loss: 0.031184 | Time: 1692.7 ms [2021-12-15 16:31:17 main:574] : INFO : Epoch 1844 | loss: 0.031154 | val_loss: 0.0311819 | Time: 1683.14 ms [2021-12-15 16:31:18 main:574] : INFO : Epoch 1845 | loss: 0.0311635 | val_loss: 0.0311844 | Time: 1696.62 ms [2021-12-15 16:31:20 main:574] : INFO : Epoch 1846 | loss: 0.0311724 | val_loss: 0.031183 | Time: 1746.61 ms [2021-12-15 16:31:22 main:574] : INFO : Epoch 1847 | loss: 0.0311715 | val_loss: 0.0311794 | Time: 1686.09 ms [2021-12-15 16:31:24 main:574] : INFO : Epoch 1848 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 1677.95 ms [2021-12-15 16:31:25 main:574] : INFO : Epoch 1849 | loss: 0.0311696 | val_loss: 0.0311801 | Time: 1686.56 ms [2021-12-15 16:31:27 main:574] : INFO : Epoch 1850 | loss: 0.0311651 | val_loss: 0.0311828 | Time: 1693.82 ms [2021-12-15 16:31:29 main:574] : INFO : Epoch 1851 | loss: 0.0311647 | val_loss: 0.031185 | Time: 1690.84 ms [2021-12-15 16:31:30 main:574] : INFO : Epoch 1852 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 1689.6 ms [2021-12-15 16:31:32 main:574] : INFO : Epoch 1853 | loss: 0.0311643 | val_loss: 0.0311795 | Time: 1718.26 ms [2021-12-15 16:31:34 main:574] : INFO : Epoch 1854 | loss: 0.0311636 | val_loss: 0.0311789 | Time: 1685.84 ms [2021-12-15 16:31:35 main:574] : INFO : Epoch 1855 | loss: 0.031162 | val_loss: 0.0311774 | Time: 1679.71 ms [2021-12-15 16:31:37 main:574] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 1689.91 ms [2021-12-15 16:31:39 main:574] : INFO : Epoch 1857 | loss: 0.031159 | val_loss: 0.0311773 | Time: 1689.57 ms [2021-12-15 16:31:41 main:574] : INFO : Epoch 1858 | loss: 0.0311593 | val_loss: 0.0311769 | Time: 1722.53 ms [2021-12-15 16:31:42 main:574] : INFO : Epoch 1859 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 1701.39 ms [2021-12-15 16:31:44 main:574] : INFO : Epoch 1860 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 1695.73 ms [2021-12-15 16:31:46 main:574] : INFO : Epoch 1861 | loss: 0.031157 | val_loss: 0.0311753 | Time: 1697.28 ms [2021-12-15 16:31:47 main:574] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311838 | Time: 1699.72 ms [2021-12-15 16:31:49 main:574] : INFO : Epoch 1863 | loss: 0.0311698 | val_loss: 0.0311809 | Time: 1703.28 ms [2021-12-15 16:31:51 main:574] : INFO : Epoch 1864 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 1709.13 ms [2021-12-15 16:31:53 main:574] : INFO : Epoch 1865 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 1702.43 ms [2021-12-15 16:31:54 main:574] : INFO : Epoch 1866 | loss: 0.0311607 | val_loss: 0.031176 | Time: 1695.82 ms [2021-12-15 16:31:56 main:574] : INFO : Epoch 1867 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 1753.37 ms [2021-12-15 16:31:58 main:574] : INFO : Epoch 1868 | loss: 0.0311592 | val_loss: 0.0311827 | Time: 1746.37 ms [2021-12-15 16:32:00 main:574] : INFO : Epoch 1869 | loss: 0.0311582 | val_loss: 0.0311795 | Time: 1715.96 ms [2021-12-15 16:32:01 main:574] : INFO : Epoch 1870 | loss: 0.0311578 | val_loss: 0.0311802 | Time: 1738.44 ms [2021-12-15 16:32:03 main:574] : INFO : Epoch 1871 | loss: 0.0311563 | val_loss: 0.0311781 | Time: 1751.51 ms [2021-12-15 16:32:05 main:574] : INFO : Epoch 1872 | loss: 0.0311563 | val_loss: 0.0311788 | Time: 2053.18 ms [2021-12-15 16:32:08 main:574] : INFO : Epoch 1873 | loss: 0.0311551 | val_loss: 0.031177 | Time: 2413.75 ms [2021-12-15 16:32:09 main:574] : INFO : Epoch 1874 | loss: 0.0311549 | val_loss: 0.0311805 | Time: 1872.87 ms [2021-12-15 16:32:12 main:574] : INFO : Epoch 1875 | loss: 0.031156 | val_loss: 0.0311804 | Time: 2257.03 ms [2021-12-15 16:33:44 main:574] : INFO : Epoch 1876 | loss: 0.0311563 | val_loss: 0.031177 | Time: 92679.8 ms [2021-12-15 16:33:46 main:574] : INFO : Epoch 1877 | loss: 0.0311545 | val_loss: 0.0311784 | Time: 1731.27 ms [2021-12-15 16:33:48 main:574] : INFO : Epoch 1878 | loss: 0.0311546 | val_loss: 0.0311789 | Time: 1703.54 ms [2021-12-15 16:33:50 main:574] : INFO : Epoch 1879 | loss: 0.0311541 | val_loss: 0.0311789 | Time: 1759.95 ms [2021-12-15 16:33:51 main:574] : INFO : Epoch 1880 | loss: 0.0311557 | val_loss: 0.031182 | Time: 1727.81 ms [2021-12-15 16:33:53 main:574] : INFO : Epoch 1881 | loss: 0.0311564 | val_loss: 0.0311766 | Time: 1742.05 ms [2021-12-15 16:33:55 main:574] : INFO : Epoch 1882 | loss: 0.0311561 | val_loss: 0.031179 | Time: 1715.18 ms [2021-12-15 16:33:57 main:574] : INFO : Epoch 1883 | loss: 0.0311561 | val_loss: 0.0311763 | Time: 1732.38 ms [2021-12-15 16:33:59 main:574] : INFO : Epoch 1884 | loss: 0.0311539 | val_loss: 0.0311747 | Time: 1993.69 ms [2021-12-15 16:34:00 main:574] : INFO : Epoch 1885 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 1803.81 ms [2021-12-15 16:34:02 main:574] : INFO : Epoch 1886 | loss: 0.0311576 | val_loss: 0.0311773 | Time: 1955.26 ms [2021-12-15 16:34:04 main:574] : INFO : Epoch 1887 | loss: 0.031155 | val_loss: 0.0311762 | Time: 1734.93 ms [2021-12-15 16:34:06 main:574] : INFO : Epoch 1888 | loss: 0.031155 | val_loss: 0.0311771 | Time: 2212.55 ms [2021-12-15 16:34:08 main:574] : INFO : Epoch 1889 | loss: 0.0311538 | val_loss: 0.0311757 | Time: 1915.59 ms [2021-12-15 16:34:10 main:574] : INFO : Epoch 1890 | loss: 0.0311551 | val_loss: 0.0311773 | Time: 1777.47 ms [2021-12-15 16:34:12 main:574] : INFO : Epoch 1891 | loss: 0.0311544 | val_loss: 0.0311777 | Time: 1808.12 ms [2021-12-15 16:34:14 main:574] : INFO : Epoch 1892 | loss: 0.0311554 | val_loss: 0.0311765 | Time: 1780.95 ms [2021-12-15 16:34:16 main:574] : INFO : Epoch 1893 | loss: 0.0311555 | val_loss: 0.0311801 | Time: 1778.97 ms [2021-12-15 16:34:17 main:574] : INFO : Epoch 1894 | loss: 0.0311542 | val_loss: 0.0311807 | Time: 1836.53 ms [2021-12-15 16:34:19 main:574] : INFO : Epoch 1895 | loss: 0.0311544 | val_loss: 0.0311797 | Time: 1810.96 ms [2021-12-15 16:34:21 main:574] : INFO : Epoch 1896 | loss: 0.0311548 | val_loss: 0.0311807 | Time: 1755.06 ms [2021-12-15 16:34:23 main:574] : INFO : Epoch 1897 | loss: 0.0311548 | val_loss: 0.0311794 | Time: 1738.06 ms [2021-12-15 16:34:25 main:574] : INFO : Epoch 1898 | loss: 0.0311551 | val_loss: 0.0311825 | Time: 1815.26 ms [2021-12-15 16:34:26 main:574] : INFO : Epoch 1899 | loss: 0.0311565 | val_loss: 0.0311787 | Time: 1758.52 ms [2021-12-15 16:34:28 main:574] : INFO : Epoch 1900 | loss: 0.0311564 | val_loss: 0.0311893 | Time: 1745.16 ms [2021-12-15 16:34:30 main:574] : INFO : Epoch 1901 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 2039 ms [2021-12-15 16:34:32 main:574] : INFO : Epoch 1902 | loss: 0.031157 | val_loss: 0.0311844 | Time: 1861.04 ms [2021-12-15 16:34:34 main:574] : INFO : Epoch 1903 | loss: 0.0311562 | val_loss: 0.0311795 | Time: 1738.72 ms [2021-12-15 16:34:35 main:574] : INFO : Epoch 1904 | loss: 0.0311561 | val_loss: 0.0311814 | Time: 1730.12 ms [2021-12-15 16:34:37 main:574] : INFO : Epoch 1905 | loss: 0.0311559 | val_loss: 0.0311801 | Time: 1746.48 ms [2021-12-15 16:34:39 main:574] : INFO : Epoch 1906 | loss: 0.0311558 | val_loss: 0.0311801 | Time: 1857.17 ms [2021-12-15 16:34:41 main:574] : INFO : Epoch 1907 | loss: 0.031154 | val_loss: 0.0311782 | Time: 1730.91 ms [2021-12-15 16:34:43 main:574] : INFO : Epoch 1908 | loss: 0.0311585 | val_loss: 0.0311821 | Time: 1745.09 ms [2021-12-15 16:34:44 main:574] : INFO : Epoch 1909 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 1725.46 ms [2021-12-15 16:34:46 main:574] : INFO : Epoch 1910 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 1779.26 ms [2021-12-15 16:34:48 main:574] : INFO : Epoch 1911 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 1731.89 ms [2021-12-15 16:34:50 main:574] : INFO : Epoch 1912 | loss: 0.0311577 | val_loss: 0.0311775 | Time: 1740.92 ms [2021-12-15 16:34:51 main:574] : INFO : Epoch 1913 | loss: 0.0311575 | val_loss: 0.0311762 | Time: 1718.54 ms [2021-12-15 16:34:53 main:574] : INFO : Epoch 1914 | loss: 0.031156 | val_loss: 0.0311761 | Time: 1746.74 ms [2021-12-15 16:34:55 main:574] : INFO : Epoch 1915 | loss: 0.0311551 | val_loss: 0.0311775 | Time: 1734.77 ms [2021-12-15 16:34:57 main:574] : INFO : Epoch 1916 | loss: 0.031155 | val_loss: 0.0311779 | Time: 1735.39 ms [2021-12-15 16:34:58 main:574] : INFO : Epoch 1917 | loss: 0.0311527 | val_loss: 0.0311766 | Time: 1750.58 ms [2021-12-15 16:35:00 main:574] : INFO : Epoch 1918 | loss: 0.0311528 | val_loss: 0.0311777 | Time: 1782.04 ms [2021-12-15 16:35:02 main:574] : INFO : Epoch 1919 | loss: 0.0311536 | val_loss: 0.0311786 | Time: 1740.33 ms [2021-12-15 16:35:04 main:574] : INFO : Epoch 1920 | loss: 0.0311523 | val_loss: 0.0311774 | Time: 1735.78 ms [2021-12-15 16:35:05 main:574] : INFO : Epoch 1921 | loss: 0.0311524 | val_loss: 0.0311732 | Time: 1740.25 ms [2021-12-15 16:35:07 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311736 | Time: 1773.27 ms [2021-12-15 16:35:09 main:574] : INFO : Epoch 1923 | loss: 0.0311535 | val_loss: 0.0311746 | Time: 1742.22 ms [2021-12-15 16:35:11 main:574] : INFO : Epoch 1924 | loss: 0.0311523 | val_loss: 0.0311774 | Time: 1739.58 ms [2021-12-15 16:35:12 main:574] : INFO : Epoch 1925 | loss: 0.0311526 | val_loss: 0.031176 | Time: 1753.19 ms [2021-12-15 16:35:14 main:574] : INFO : Epoch 1926 | loss: 0.0311537 | val_loss: 0.0311769 | Time: 1772.7 ms [2021-12-15 16:35:16 main:574] : INFO : Epoch 1927 | loss: 0.0311544 | val_loss: 0.0311813 | Time: 1811.11 ms [2021-12-15 16:35:18 main:574] : INFO : Epoch 1928 | loss: 0.0311547 | val_loss: 0.0311799 | Time: 1806.41 ms [2021-12-15 16:35:20 main:574] : INFO : Epoch 1929 | loss: 0.0311573 | val_loss: 0.0311766 | Time: 1742 ms [2021-12-15 16:35:21 main:574] : INFO : Epoch 1930 | loss: 0.031155 | val_loss: 0.0311747 | Time: 1751.76 ms [2021-12-15 16:35:23 main:574] : INFO : Epoch 1931 | loss: 0.0311529 | val_loss: 0.0311774 | Time: 1789.2 ms [2021-12-15 16:35:25 main:574] : INFO : Epoch 1932 | loss: 0.0311523 | val_loss: 0.0311765 | Time: 1729.82 ms [2021-12-15 16:35:27 main:574] : INFO : Epoch 1933 | loss: 0.0311539 | val_loss: 0.0311785 | Time: 1765.96 ms [2021-12-15 16:35:29 main:574] : INFO : Epoch 1934 | loss: 0.0311531 | val_loss: 0.0311806 | Time: 1872.32 ms [2021-12-15 16:35:31 main:574] : INFO : Epoch 1935 | loss: 0.0311522 | val_loss: 0.031182 | Time: 1938.56 ms [2021-12-15 16:35:32 main:574] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311764 | Time: 1839.55 ms [2021-12-15 16:35:34 main:574] : INFO : Epoch 1937 | loss: 0.0311498 | val_loss: 0.031178 | Time: 1850.75 ms [2021-12-15 16:35:36 main:574] : INFO : Epoch 1938 | loss: 0.0311486 | val_loss: 0.0311801 | Time: 1763.99 ms [2021-12-15 16:35:38 main:574] : INFO : Epoch 1939 | loss: 0.03115 | val_loss: 0.0311798 | Time: 1758.32 ms [2021-12-15 16:35:40 main:574] : INFO : Epoch 1940 | loss: 0.0311511 | val_loss: 0.0311755 | Time: 1747.86 ms [2021-12-15 16:35:41 main:574] : INFO : Epoch 1941 | loss: 0.0311513 | val_loss: 0.0311806 | Time: 1744.14 ms [2021-12-15 16:35:43 main:574] : INFO : Epoch 1942 | loss: 0.031151 | val_loss: 0.0311761 | Time: 1746.4 ms [2021-12-15 16:35:45 main:574] : INFO : Epoch 1943 | loss: 0.0311497 | val_loss: 0.0311759 | Time: 1774.89 ms [2021-12-15 16:35:47 main:574] : INFO : Epoch 1944 | loss: 0.0311486 | val_loss: 0.0311809 | Time: 1838.75 ms [2021-12-15 16:35:48 main:574] : INFO : Epoch 1945 | loss: 0.0311507 | val_loss: 0.0311754 | Time: 1732.39 ms [2021-12-15 16:35:50 main:574] : INFO : Epoch 1946 | loss: 0.0311526 | val_loss: 0.0311757 | Time: 1743.68 ms [2021-12-15 16:35:52 main:574] : INFO : Epoch 1947 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 1757.98 ms [2021-12-15 16:35:54 main:574] : INFO : Epoch 1948 | loss: 0.0311548 | val_loss: 0.0311758 | Time: 2018.85 ms [2021-12-15 16:35:56 main:574] : INFO : Epoch 1949 | loss: 0.0311557 | val_loss: 0.0311769 | Time: 1870.09 ms [2021-12-15 16:35:58 main:574] : INFO : Epoch 1950 | loss: 0.0311583 | val_loss: 0.0311761 | Time: 1758.78 ms [2021-12-15 16:35:59 main:574] : INFO : Epoch 1951 | loss: 0.031159 | val_loss: 0.0311768 | Time: 1744.53 ms [2021-12-15 16:36:01 main:574] : INFO : Epoch 1952 | loss: 0.0311556 | val_loss: 0.0311736 | Time: 1845.68 ms [2021-12-15 16:36:03 main:574] : INFO : Epoch 1953 | loss: 0.0311535 | val_loss: 0.0311754 | Time: 1789.72 ms [2021-12-15 16:36:05 main:574] : INFO : Epoch 1954 | loss: 0.0311573 | val_loss: 0.0311801 | Time: 1972.73 ms [2021-12-15 16:36:07 main:574] : INFO : Epoch 1955 | loss: 0.0311564 | val_loss: 0.0311773 | Time: 1734.34 ms [2021-12-15 16:36:09 main:574] : INFO : Epoch 1956 | loss: 0.0311532 | val_loss: 0.0311752 | Time: 1865.08 ms [2021-12-15 16:36:10 main:574] : INFO : Epoch 1957 | loss: 0.0311546 | val_loss: 0.0311777 | Time: 1747.27 ms [2021-12-15 16:36:12 main:574] : INFO : Epoch 1958 | loss: 0.0311556 | val_loss: 0.0311774 | Time: 1743.91 ms [2021-12-15 16:36:14 main:574] : INFO : Epoch 1959 | loss: 0.0311517 | val_loss: 0.0311761 | Time: 1766.57 ms [2021-12-15 16:36:16 main:574] : INFO : Epoch 1960 | loss: 0.0311502 | val_loss: 0.03118 | Time: 1746.04 ms [2021-12-15 16:36:17 main:574] : INFO : Epoch 1961 | loss: 0.0311511 | val_loss: 0.0311777 | Time: 1732.53 ms [2021-12-15 16:36:19 main:574] : INFO : Epoch 1962 | loss: 0.0311521 | val_loss: 0.0311775 | Time: 1771.45 ms [2021-12-15 16:36:21 main:574] : INFO : Epoch 1963 | loss: 0.0311514 | val_loss: 0.031177 | Time: 1785.32 ms [2021-12-15 16:36:23 main:574] : INFO : Epoch 1964 | loss: 0.0311536 | val_loss: 0.0311721 | Time: 1754.21 ms [2021-12-15 16:36:25 main:574] : INFO : Epoch 1965 | loss: 0.0311508 | val_loss: 0.031172 | Time: 1895.46 ms [2021-12-15 16:36:27 main:574] : INFO : Epoch 1966 | loss: 0.0311494 | val_loss: 0.0311706 | Time: 1903.96 ms [2021-12-15 16:36:28 main:574] : INFO : Epoch 1967 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 1780.92 ms [2021-12-15 16:36:30 main:574] : INFO : Epoch 1968 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 1743.97 ms [2021-12-15 16:36:32 main:574] : INFO : Epoch 1969 | loss: 0.0311483 | val_loss: 0.0311851 | Time: 1888.17 ms [2021-12-15 16:36:34 main:574] : INFO : Epoch 1970 | loss: 0.0311492 | val_loss: 0.0311724 | Time: 1731.44 ms [2021-12-15 16:36:36 main:574] : INFO : Epoch 1971 | loss: 0.0311478 | val_loss: 0.0311793 | Time: 1730.02 ms [2021-12-15 16:36:37 main:574] : INFO : Epoch 1972 | loss: 0.0311474 | val_loss: 0.031174 | Time: 1734.73 ms [2021-12-15 16:36:39 main:574] : INFO : Epoch 1973 | loss: 0.0311465 | val_loss: 0.031172 | Time: 1734.49 ms [2021-12-15 16:36:41 main:574] : INFO : Epoch 1974 | loss: 0.0311491 | val_loss: 0.0311715 | Time: 1763.76 ms [2021-12-15 16:36:43 main:574] : INFO : Epoch 1975 | loss: 0.0311504 | val_loss: 0.0311757 | Time: 1742.12 ms [2021-12-15 16:36:44 main:574] : INFO : Epoch 1976 | loss: 0.0311477 | val_loss: 0.0311762 | Time: 1739.5 ms [2021-12-15 16:36:46 main:574] : INFO : Epoch 1977 | loss: 0.0311466 | val_loss: 0.0311734 | Time: 1743.4 ms [2021-12-15 16:36:48 main:574] : INFO : Epoch 1978 | loss: 0.0311463 | val_loss: 0.0311761 | Time: 1847.9 ms [2021-12-15 16:36:50 main:574] : INFO : Epoch 1979 | loss: 0.0311498 | val_loss: 0.0311801 | Time: 1897.33 ms [2021-12-15 16:36:52 main:574] : INFO : Epoch 1980 | loss: 0.0311514 | val_loss: 0.0311758 | Time: 1722.44 ms [2021-12-15 16:36:53 main:574] : INFO : Epoch 1981 | loss: 0.03115 | val_loss: 0.0311841 | Time: 1745.23 ms [2021-12-15 16:36:55 main:574] : INFO : Epoch 1982 | loss: 0.0311547 | val_loss: 0.0311766 | Time: 1746.15 ms [2021-12-15 16:36:57 main:574] : INFO : Epoch 1983 | loss: 0.0311545 | val_loss: 0.0311771 | Time: 1784.71 ms [2021-12-15 16:36:59 main:574] : INFO : Epoch 1984 | loss: 0.0311527 | val_loss: 0.0311716 | Time: 1745.71 ms [2021-12-15 16:37:00 main:574] : INFO : Epoch 1985 | loss: 0.03115 | val_loss: 0.0311814 | Time: 1740.28 ms [2021-12-15 16:37:02 main:574] : INFO : Epoch 1986 | loss: 0.0311499 | val_loss: 0.0311756 | Time: 1783.55 ms [2021-12-15 16:37:04 main:574] : INFO : Epoch 1987 | loss: 0.0311489 | val_loss: 0.0311799 | Time: 1728.16 ms [2021-12-15 16:37:06 main:574] : INFO : Epoch 1988 | loss: 0.0311498 | val_loss: 0.0311774 | Time: 1768.83 ms [2021-12-15 16:37:08 main:574] : INFO : Epoch 1989 | loss: 0.0311494 | val_loss: 0.0311754 | Time: 1742.41 ms [2021-12-15 16:37:09 main:574] : INFO : Epoch 1990 | loss: 0.0311503 | val_loss: 0.0311716 | Time: 1742.26 ms [2021-12-15 16:37:11 main:574] : INFO : Epoch 1991 | loss: 0.0311518 | val_loss: 0.031175 | Time: 1787.39 ms [2021-12-15 16:37:13 main:574] : INFO : Epoch 1992 | loss: 0.0311512 | val_loss: 0.0311788 | Time: 1744.78 ms [2021-12-15 16:37:15 main:574] : INFO : Epoch 1993 | loss: 0.0311519 | val_loss: 0.0311751 | Time: 2192.51 ms [2021-12-15 16:37:17 main:574] : INFO : Epoch 1994 | loss: 0.0311481 | val_loss: 0.0311775 | Time: 1907.46 ms [2021-12-15 16:37:19 main:574] : INFO : Epoch 1995 | loss: 0.0311477 | val_loss: 0.0311807 | Time: 1750.91 ms [2021-12-15 16:37:20 main:574] : INFO : Epoch 1996 | loss: 0.0311519 | val_loss: 0.0311824 | Time: 1730.64 ms [2021-12-15 16:37:22 main:574] : INFO : Epoch 1997 | loss: 0.0311508 | val_loss: 0.0311786 | Time: 1722.09 ms [2021-12-15 16:37:24 main:574] : INFO : Epoch 1998 | loss: 0.0311517 | val_loss: 0.031176 | Time: 1733.99 ms [2021-12-15 16:37:26 main:574] : INFO : Epoch 1999 | loss: 0.0311482 | val_loss: 0.0311778 | Time: 1740.93 ms [2021-12-15 16:37:27 main:574] : INFO : Epoch 2000 | loss: 0.0311468 | val_loss: 0.0311736 | Time: 1738.29 ms [2021-12-15 16:37:29 main:574] : INFO : Epoch 2001 | loss: 0.0311473 | val_loss: 0.0311769 | Time: 1836.74 ms [2021-12-15 16:37:31 main:574] : INFO : Epoch 2002 | loss: 0.0311481 | val_loss: 0.0311754 | Time: 1731.23 ms [2021-12-15 16:37:33 main:574] : INFO : Epoch 2003 | loss: 0.031147 | val_loss: 0.0311753 | Time: 1787.74 ms [2021-12-15 16:37:35 main:574] : INFO : Epoch 2004 | loss: 0.0311472 | val_loss: 0.0311781 | Time: 1886.84 ms [2021-12-15 16:37:37 main:574] : INFO : Epoch 2005 | loss: 0.0311479 | val_loss: 0.0311726 | Time: 1843.54 ms [2021-12-15 16:37:38 main:574] : INFO : Epoch 2006 | loss: 0.0311478 | val_loss: 0.0311738 | Time: 1743.95 ms [2021-12-15 16:37:40 main:574] : INFO : Epoch 2007 | loss: 0.0311466 | val_loss: 0.0311752 | Time: 1754.67 ms [2021-12-15 16:37:42 main:574] : INFO : Epoch 2008 | loss: 0.0311494 | val_loss: 0.0311739 | Time: 1738.45 ms [2021-12-15 16:37:44 main:574] : INFO : Epoch 2009 | loss: 0.0311503 | val_loss: 0.0311791 | Time: 1770.85 ms [2021-12-15 16:37:45 main:574] : INFO : Epoch 2010 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 1742.91 ms [2021-12-15 16:37:47 main:574] : INFO : Epoch 2011 | loss: 0.0311533 | val_loss: 0.0311795 | Time: 1743.55 ms [2021-12-15 16:37:49 main:574] : INFO : Epoch 2012 | loss: 0.0311523 | val_loss: 0.0311758 | Time: 1748.81 ms [2021-12-15 16:37:51 main:574] : INFO : Epoch 2013 | loss: 0.0311487 | val_loss: 0.0311741 | Time: 1797 ms [2021-12-15 16:37:52 main:574] : INFO : Epoch 2014 | loss: 0.0311495 | val_loss: 0.0311797 | Time: 1736.43 ms [2021-12-15 16:37:54 main:574] : INFO : Epoch 2015 | loss: 0.0311515 | val_loss: 0.0311787 | Time: 1787.28 ms [2021-12-15 16:37:56 main:574] : INFO : Epoch 2016 | loss: 0.0311514 | val_loss: 0.0311786 | Time: 1740.82 ms [2021-12-15 16:37:58 main:574] : INFO : Epoch 2017 | loss: 0.0311508 | val_loss: 0.0311781 | Time: 1815.22 ms [2021-12-15 16:38:00 main:574] : INFO : Epoch 2018 | loss: 0.0311496 | val_loss: 0.0311783 | Time: 1741.98 ms [2021-12-15 16:38:01 main:574] : INFO : Epoch 2019 | loss: 0.031148 | val_loss: 0.0311812 | Time: 1875.13 ms [2021-12-15 16:38:03 main:574] : INFO : Epoch 2020 | loss: 0.0311478 | val_loss: 0.0311764 | Time: 1737.74 ms [2021-12-15 16:38:05 main:574] : INFO : Epoch 2021 | loss: 0.0311504 | val_loss: 0.0311804 | Time: 1739.73 ms [2021-12-15 16:38:07 main:574] : INFO : Epoch 2022 | loss: 0.031152 | val_loss: 0.0311825 | Time: 1724.21 ms [2021-12-15 16:38:08 main:574] : INFO : Epoch 2023 | loss: 0.0311481 | val_loss: 0.0311828 | Time: 1739.04 ms [2021-12-15 16:38:10 main:574] : INFO : Epoch 2024 | loss: 0.031149 | val_loss: 0.0311817 | Time: 1747.57 ms [2021-12-15 16:38:12 main:574] : INFO : Epoch 2025 | loss: 0.0311473 | val_loss: 0.0311812 | Time: 1750.32 ms [2021-12-15 16:38:14 main:574] : INFO : Epoch 2026 | loss: 0.0311446 | val_loss: 0.0311812 | Time: 1772.99 ms [2021-12-15 16:38:16 main:574] : INFO : Epoch 2027 | loss: 0.031145 | val_loss: 0.0311859 | Time: 1771.85 ms [2021-12-15 16:38:17 main:574] : INFO : Epoch 2028 | loss: 0.0311483 | val_loss: 0.0311793 | Time: 1783.65 ms [2021-12-15 16:38:19 main:574] : INFO : Epoch 2029 | loss: 0.0311477 | val_loss: 0.0311788 | Time: 1908.32 ms [2021-12-15 16:38:21 main:574] : INFO : Epoch 2030 | loss: 0.0311445 | val_loss: 0.0311744 | Time: 1741.38 ms [2021-12-15 16:38:23 main:574] : INFO : Epoch 2031 | loss: 0.0311451 | val_loss: 0.0311823 | Time: 1733.98 ms [2021-12-15 16:38:25 main:574] : INFO : Epoch 2032 | loss: 0.0311453 | val_loss: 0.03118 | Time: 1733.35 ms [2021-12-15 16:38:26 main:574] : INFO : Epoch 2033 | loss: 0.031149 | val_loss: 0.0311743 | Time: 1745.58 ms [2021-12-15 16:38:28 main:574] : INFO : Epoch 2034 | loss: 0.0311487 | val_loss: 0.0311771 | Time: 1800.96 ms [2021-12-15 16:38:30 main:574] : INFO : Epoch 2035 | loss: 0.0311488 | val_loss: 0.0311778 | Time: 1867.72 ms [2021-12-15 16:38:32 main:574] : INFO : Epoch 2036 | loss: 0.031148 | val_loss: 0.0311754 | Time: 1757.22 ms [2021-12-15 16:38:33 main:574] : INFO : Epoch 2037 | loss: 0.0311473 | val_loss: 0.0311798 | Time: 1750.92 ms [2021-12-15 16:38:36 main:574] : INFO : Epoch 2038 | loss: 0.0311505 | val_loss: 0.0311782 | Time: 2138.38 ms [2021-12-15 16:38:37 main:574] : INFO : Epoch 2039 | loss: 0.0311476 | val_loss: 0.0311763 | Time: 1756.69 ms [2021-12-15 16:38:39 main:574] : INFO : Epoch 2040 | loss: 0.0311471 | val_loss: 0.031183 | Time: 1723.81 ms [2021-12-15 16:38:41 main:574] : INFO : Epoch 2041 | loss: 0.0311507 | val_loss: 0.0311794 | Time: 1750.89 ms [2021-12-15 16:38:43 main:574] : INFO : Epoch 2042 | loss: 0.0311492 | val_loss: 0.0311792 | Time: 1750 ms [2021-12-15 16:38:44 main:574] : INFO : Epoch 2043 | loss: 0.0311496 | val_loss: 0.0311759 | Time: 1735.3 ms [2021-12-15 16:38:46 main:574] : INFO : Epoch 2044 | loss: 0.0311483 | val_loss: 0.0311745 | Time: 1742.9 ms [2021-12-15 16:38:48 main:574] : INFO : Epoch 2045 | loss: 0.0311489 | val_loss: 0.0311834 | Time: 1736.14 ms [2021-12-15 16:38:50 main:574] : INFO : Epoch 2046 | loss: 0.0311489 | val_loss: 0.031182 | Time: 1750.01 ms [2021-12-15 16:38:51 main:574] : INFO : Epoch 2047 | loss: 0.0311564 | val_loss: 0.0311781 | Time: 1730.77 ms [2021-12-15 16:38:53 main:574] : INFO : Epoch 2048 | loss: 0.0311582 | val_loss: 0.0311799 | Time: 1729.64 ms [2021-12-15 16:38:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311799 [2021-12-15 16:38:53 main:603] : INFO : Saving end state to config to file [2021-12-15 16:38:53 main:608] : INFO : Success, exiting.. 16:38:53 (7060): 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)