Task 7605110
| Name | ParityModified-1630350105-1992-2_0 |
| Workunit | 5260207 |
| Created | 26 Sep 2021, 11:52:24 UTC |
| Sent | 4 Oct 2021, 9:59:08 UTC |
| Report deadline | 11 Oct 2021, 9:59:08 UTC |
| Received | 5 Oct 2021, 1:16:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 56 min 41 sec |
| CPU time | 55 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0-04 20:58:21 main:574] : INFO : Epoch 1542 | loss: 0.0312052 | val_loss: 0.0312045 | Time: 1670.16 ms [2021-10-04 20:58:23 main:574] : INFO : Epoch 1543 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 1678.51 ms [2021-10-04 20:58:24 main:574] : INFO : Epoch 1544 | loss: 0.0311978 | val_loss: 0.0312039 | Time: 1664.79 ms [2021-10-04 20:58:26 main:574] : INFO : Epoch 1545 | loss: 0.0312018 | val_loss: 0.0312112 | Time: 1656.41 ms [2021-10-04 20:58:28 main:574] : INFO : Epoch 1546 | loss: 0.0312009 | val_loss: 0.0312004 | Time: 1667.64 ms [2021-10-04 20:58:29 main:574] : INFO : Epoch 1547 | loss: 0.0311983 | val_loss: 0.031196 | Time: 1681.73 ms [2021-10-04 20:58:31 main:574] : INFO : Epoch 1548 | loss: 0.0311944 | val_loss: 0.0311943 | Time: 1680.2 ms [2021-10-04 20:58:33 main:574] : INFO : Epoch 1549 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 1677.54 ms [2021-10-04 20:58:34 main:574] : INFO : Epoch 1550 | loss: 0.0311927 | val_loss: 0.0311901 | Time: 1676.72 ms [2021-10-04 20:58:36 main:574] : INFO : Epoch 1551 | loss: 0.0311918 | val_loss: 0.0311873 | Time: 1682.04 ms [2021-10-04 20:58:38 main:574] : INFO : Epoch 1552 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 1703.83 ms [2021-10-04 20:58:40 main:574] : INFO : Epoch 1553 | loss: 0.0311901 | val_loss: 0.0311863 | Time: 1675.76 ms [2021-10-04 20:58:41 main:574] : INFO : Epoch 1554 | loss: 0.0311828 | val_loss: 0.0311759 | Time: 1685.1 ms [2021-10-04 20:58:43 main:574] : INFO : Epoch 1555 | loss: 0.0311817 | val_loss: 0.0311754 | Time: 1652.45 ms [2021-10-04 20:58:45 main:574] : INFO : Epoch 1556 | loss: 0.0311812 | val_loss: 0.0311668 | Time: 1667.76 ms [2021-10-04 20:58:46 main:574] : INFO : Epoch 1557 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 1689.5 ms [2021-10-04 20:58:48 main:574] : INFO : Epoch 1558 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 1680.26 ms [2021-10-04 20:58:50 main:574] : INFO : Epoch 1559 | loss: 0.0311669 | val_loss: 0.0311578 | Time: 1693.8 ms [2021-10-04 20:58:51 main:574] : INFO : Epoch 1560 | loss: 0.0311522 | val_loss: 0.0311492 | Time: 1697.3 ms [2021-10-04 20:58:53 main:574] : INFO : Epoch 1561 | loss: 0.031147 | val_loss: 0.0311419 | Time: 1689.23 ms [2021-10-04 20:58:55 main:574] : INFO : Epoch 1562 | loss: 0.0311431 | val_loss: 0.0311427 | Time: 1683.38 ms [2021-10-04 20:58:56 main:574] : INFO : Epoch 1563 | loss: 0.0311445 | val_loss: 0.0311361 | Time: 1701.73 ms [2021-10-04 20:58:58 main:574] : INFO : Epoch 1564 | loss: 0.0311361 | val_loss: 0.0311323 | Time: 1700.51 ms [2021-10-04 20:59:00 main:574] : INFO : Epoch 1565 | loss: 0.0311297 | val_loss: 0.0311182 | Time: 1679.12 ms [2021-10-04 20:59:02 main:574] : INFO : Epoch 1566 | loss: 0.0311425 | val_loss: 0.0311238 | Time: 1690.3 ms [2021-10-04 20:59:03 main:574] : INFO : Epoch 1567 | loss: 0.0311165 | val_loss: 0.031109 | Time: 1683.26 ms [2021-10-04 20:59:05 main:574] : INFO : Epoch 1568 | loss: 0.0311057 | val_loss: 0.0311056 | Time: 1678.66 ms [2021-10-04 20:59:07 main:574] : INFO : Epoch 1569 | loss: 0.0311158 | val_loss: 0.031184 | Time: 1677.75 ms [2021-10-04 20:59:08 main:574] : INFO : Epoch 1570 | loss: 0.031197 | val_loss: 0.0311927 | Time: 1680.53 ms [2021-10-04 20:59:10 main:574] : INFO : Epoch 1571 | loss: 0.0311886 | val_loss: 0.0311797 | Time: 1659.62 ms [2021-10-04 20:59:12 main:574] : INFO : Epoch 1572 | loss: 0.0311775 | val_loss: 0.0311684 | Time: 1672.43 ms [2021-10-04 20:59:13 main:574] : INFO : Epoch 1573 | loss: 0.0311663 | val_loss: 0.0311512 | Time: 1702.96 ms [2021-10-04 20:59:15 main:574] : INFO : Epoch 1574 | loss: 0.031149 | val_loss: 0.0311281 | Time: 1676.43 ms [2021-10-04 20:59:17 main:574] : INFO : Epoch 1575 | loss: 0.0311165 | val_loss: 0.0311101 | Time: 1684.1 ms [2021-10-04 20:59:18 main:574] : INFO : Epoch 1576 | loss: 0.03109 | val_loss: 0.0310749 | Time: 1688.96 ms [2021-10-04 20:59:20 main:574] : INFO : Epoch 1577 | loss: 0.0310747 | val_loss: 0.0310741 | Time: 1662.71 ms [2021-10-04 20:59:22 main:574] : INFO : Epoch 1578 | loss: 0.0310653 | val_loss: 0.0310575 | Time: 1679.64 ms [2021-10-04 20:59:23 main:574] : INFO : Epoch 1579 | loss: 0.0310465 | val_loss: 0.03105 | Time: 1675.2 ms [2021-10-04 20:59:25 main:574] : INFO : Epoch 1580 | loss: 0.0310343 | val_loss: 0.0310219 | Time: 1697.65 ms [2021-10-04 20:59:27 main:574] : INFO : Epoch 1581 | loss: 0.0310133 | val_loss: 0.0310122 | Time: 1669.62 ms [2021-10-04 20:59:29 main:574] : INFO : Epoch 1582 | loss: 0.0310045 | val_loss: 0.0310176 | Time: 1680.43 ms [2021-10-04 20:59:30 main:574] : INFO : Epoch 1583 | loss: 0.0310081 | val_loss: 0.0309891 | Time: 1682.78 ms [2021-10-04 20:59:32 main:574] : INFO : Epoch 1584 | loss: 0.0309976 | val_loss: 0.0310136 | Time: 1663.72 ms [2021-10-04 20:59:34 main:574] : INFO : Epoch 1585 | loss: 0.0310018 | val_loss: 0.0310153 | Time: 1699.29 ms [2021-10-04 20:59:35 main:574] : INFO : Epoch 1586 | loss: 0.0309903 | val_loss: 0.0309657 | Time: 1684.14 ms [2021-10-04 20:59:37 main:574] : INFO : Epoch 1587 | loss: 0.0309634 | val_loss: 0.0309883 | Time: 1695.48 ms [2021-10-04 20:59:39 main:574] : INFO : Epoch 1588 | loss: 0.0309982 | val_loss: 0.030988 | Time: 1691.83 ms [2021-10-04 20:59:40 main:574] : INFO : Epoch 1589 | loss: 0.0309732 | val_loss: 0.0309688 | Time: 1681.92 ms [2021-10-04 20:59:42 main:574] : INFO : Epoch 1590 | loss: 0.0309693 | val_loss: 0.0309608 | Time: 1686.2 ms [2021-10-04 20:59:44 main:574] : INFO : Epoch 1591 | loss: 0.0309567 | val_loss: 0.0309483 | Time: 1679.89 ms [2021-10-04 20:59:45 main:574] : INFO : Epoch 1592 | loss: 0.030942 | val_loss: 0.0309741 | Time: 1685.13 ms [2021-10-04 20:59:47 main:574] : INFO : Epoch 1593 | loss: 0.03096 | val_loss: 0.0309494 | Time: 1672.96 ms [2021-10-04 20:59:49 main:574] : INFO : Epoch 1594 | loss: 0.0309875 | val_loss: 0.031004 | Time: 1694.42 ms [2021-10-04 20:59:51 main:574] : INFO : Epoch 1595 | loss: 0.0309787 | val_loss: 0.0309558 | Time: 1682.92 ms [2021-10-04 20:59:52 main:574] : INFO : Epoch 1596 | loss: 0.0309479 | val_loss: 0.0309514 | Time: 1666.54 ms [2021-10-04 20:59:54 main:574] : INFO : Epoch 1597 | loss: 0.0309357 | val_loss: 0.0309421 | Time: 1647.83 ms [2021-10-04 20:59:56 main:574] : INFO : Epoch 1598 | loss: 0.0309253 | val_loss: 0.0309325 | Time: 1651.81 ms [2021-10-04 20:59:57 main:574] : INFO : Epoch 1599 | loss: 0.03092 | val_loss: 0.0309338 | Time: 1649.38 ms [2021-10-04 20:59:59 main:574] : INFO : Epoch 1600 | loss: 0.0309659 | val_loss: 0.0309607 | Time: 1675.02 ms [2021-10-04 21:00:01 main:574] : INFO : Epoch 1601 | loss: 0.0309454 | val_loss: 0.0309457 | Time: 1641.09 ms [2021-10-04 21:00:02 main:574] : INFO : Epoch 1602 | loss: 0.0309204 | val_loss: 0.0309336 | Time: 1661.17 ms [2021-10-04 21:00:04 main:574] : INFO : Epoch 1603 | loss: 0.0309088 | val_loss: 0.0309256 | Time: 1664.15 ms [2021-10-04 21:00:06 main:574] : INFO : Epoch 1604 | loss: 0.0309049 | val_loss: 0.0309223 | Time: 1680.11 ms [2021-10-04 21:00:07 main:574] : INFO : Epoch 1605 | loss: 0.0308963 | val_loss: 0.0309178 | Time: 1650.93 ms [2021-10-04 21:00:09 main:574] : INFO : Epoch 1606 | loss: 0.0308958 | val_loss: 0.0309255 | Time: 1661.76 ms [2021-10-04 21:00:10 main:574] : INFO : Epoch 1607 | loss: 0.0309143 | val_loss: 0.0309286 | Time: 1631.73 ms [2021-10-04 21:00:12 main:574] : INFO : Epoch 1608 | loss: 0.0309057 | val_loss: 0.0309199 | Time: 1655.26 ms [2021-10-04 21:00:14 main:574] : INFO : Epoch 1609 | loss: 0.0308933 | val_loss: 0.0309344 | Time: 1652.17 ms [2021-10-04 21:00:15 main:574] : INFO : Epoch 1610 | loss: 0.0309035 | val_loss: 0.030913 | Time: 1623.46 ms [2021-10-04 21:00:17 main:574] : INFO : Epoch 1611 | loss: 0.030957 | val_loss: 0.0309882 | Time: 1641.25 ms [2021-10-04 21:00:19 main:574] : INFO : Epoch 1612 | loss: 0.0309538 | val_loss: 0.0309554 | Time: 1666.88 ms [2021-10-04 21:00:20 main:574] : INFO : Epoch 1613 | loss: 0.030941 | val_loss: 0.0310285 | Time: 1659.71 ms [2021-10-04 21:00:22 main:574] : INFO : Epoch 1614 | loss: 0.0311039 | val_loss: 0.0311016 | Time: 1678.34 ms [2021-10-04 21:00:24 main:574] : INFO : Epoch 1615 | loss: 0.0310721 | val_loss: 0.0310454 | Time: 1673.84 ms [2021-10-04 21:00:25 main:574] : INFO : Epoch 1616 | loss: 0.0309987 | val_loss: 0.0309753 | Time: 1665.33 ms [2021-10-04 21:00:27 main:574] : INFO : Epoch 1617 | loss: 0.0309574 | val_loss: 0.0309464 | Time: 1651.51 ms [2021-10-04 21:00:29 main:574] : INFO : Epoch 1618 | loss: 0.0309262 | val_loss: 0.0309325 | Time: 1656.58 ms [2021-10-04 21:00:30 main:574] : INFO : Epoch 1619 | loss: 0.0309136 | val_loss: 0.0309304 | Time: 1651.02 ms [2021-10-04 21:00:32 main:574] : INFO : Epoch 1620 | loss: 0.0309079 | val_loss: 0.0309269 | Time: 1640.18 ms [2021-10-04 21:00:34 main:574] : INFO : Epoch 1621 | loss: 0.0309011 | val_loss: 0.0309217 | Time: 1658.79 ms [2021-10-04 21:00:35 main:574] : INFO : Epoch 1622 | loss: 0.0308979 | val_loss: 0.0309156 | Time: 1690.68 ms [2021-10-04 21:00:37 main:574] : INFO : Epoch 1623 | loss: 0.0309081 | val_loss: 0.0309304 | Time: 1654.56 ms [2021-10-04 21:00:39 main:574] : INFO : Epoch 1624 | loss: 0.0309052 | val_loss: 0.0309161 | Time: 1668.23 ms [2021-10-04 21:00:40 main:574] : INFO : Epoch 1625 | loss: 0.0308883 | val_loss: 0.03092 | Time: 1658.39 ms [2021-10-04 21:00:42 main:574] : INFO : Epoch 1626 | loss: 0.0308837 | val_loss: 0.0309085 | Time: 1642.07 ms [2021-10-04 21:00:44 main:574] : INFO : Epoch 1627 | loss: 0.0308759 | val_loss: 0.0308901 | Time: 1650.42 ms [2021-10-04 21:00:45 main:574] : INFO : Epoch 1628 | loss: 0.0308761 | val_loss: 0.0309111 | Time: 1665.27 ms [2021-10-04 21:00:47 main:574] : INFO : Epoch 1629 | loss: 0.0308749 | val_loss: 0.0308933 | Time: 1633.35 ms [2021-10-04 21:00:49 main:574] : INFO : Epoch 1630 | loss: 0.0308759 | val_loss: 0.0308992 | Time: 1659.3 ms [2021-10-04 21:00:50 main:574] : INFO : Epoch 1631 | loss: 0.0308807 | val_loss: 0.0309084 | Time: 1675.02 ms [2021-10-04 21:00:52 main:574] : INFO : Epoch 1632 | loss: 0.0308858 | val_loss: 0.0309145 | Time: 1662.75 ms [2021-10-04 21:00:54 main:574] : INFO : Epoch 1633 | loss: 0.0308778 | val_loss: 0.0308975 | Time: 1666.16 ms [2021-10-04 21:00:55 main:574] : INFO : Epoch 1634 | loss: 0.0308748 | val_loss: 0.0309165 | Time: 1655.33 ms [2021-10-04 21:00:57 main:574] : INFO : Epoch 1635 | loss: 0.0308839 | val_loss: 0.0308944 | Time: 1663.31 ms [2021-10-04 21:00:59 main:574] : INFO : Epoch 1636 | loss: 0.0308993 | val_loss: 0.0309359 | Time: 1637.15 ms [2021-10-04 21:01:00 main:574] : INFO : Epoch 1637 | loss: 0.0308962 | val_loss: 0.0309049 | Time: 1650.98 ms [2021-10-04 21:01:02 main:574] : INFO : Epoch 1638 | loss: 0.0309087 | val_loss: 0.0309437 | Time: 1669.38 ms [2021-10-04 21:01:04 main:574] : INFO : Epoch 1639 | loss: 0.0309315 | val_loss: 0.0309518 | Time: 1655.43 ms [2021-10-04 21:01:05 main:574] : INFO : Epoch 1640 | loss: 0.0309257 | val_loss: 0.0309211 | Time: 1660.88 ms [2021-10-04 21:01:07 main:574] : INFO : Epoch 1641 | loss: 0.0308984 | val_loss: 0.030896 | Time: 1672.1 ms [2021-10-04 21:01:09 main:574] : INFO : Epoch 1642 | loss: 0.0308777 | val_loss: 0.0308904 | Time: 1665.22 ms [2021-10-04 21:01:10 main:574] : INFO : Epoch 1643 | loss: 0.030871 | val_loss: 0.0308932 | Time: 1650.77 ms [2021-10-04 21:01:12 main:574] : INFO : Epoch 1644 | loss: 0.030859 | val_loss: 0.0308918 | Time: 1683.56 ms [2021-10-04 21:01:14 main:574] : INFO : Epoch 1645 | loss: 0.0308716 | val_loss: 0.0309131 | Time: 1665.08 ms [2021-10-04 21:01:15 main:574] : INFO : Epoch 1646 | loss: 0.0308979 | val_loss: 0.0309326 | Time: 1667.02 ms [2021-10-04 21:01:17 main:574] : INFO : Epoch 1647 | loss: 0.0308983 | val_loss: 0.030911 | Time: 1661.38 ms [2021-10-04 21:01:19 main:574] : INFO : Epoch 1648 | loss: 0.0308874 | val_loss: 0.0309194 | Time: 1643.46 ms [2021-10-04 21:01:20 main:574] : INFO : Epoch 1649 | loss: 0.0308878 | val_loss: 0.0309193 | Time: 1641.76 ms [2021-10-04 21:01:22 main:574] : INFO : Epoch 1650 | loss: 0.0308837 | val_loss: 0.0309233 | Time: 1666.02 ms [2021-10-04 21:01:24 main:574] : INFO : Epoch 1651 | loss: 0.0309492 | val_loss: 0.030924 | Time: 1624.77 ms [2021-10-04 21:01:25 main:574] : INFO : Epoch 1652 | loss: 0.0308894 | val_loss: 0.0308998 | Time: 1631.65 ms [2021-10-04 21:01:27 main:574] : INFO : Epoch 1653 | loss: 0.0308883 | val_loss: 0.030942 | Time: 1621.47 ms [2021-10-04 21:01:29 main:574] : INFO : Epoch 1654 | loss: 0.030902 | val_loss: 0.0308898 | Time: 1674.75 ms [2021-10-04 21:01:30 main:574] : INFO : Epoch 1655 | loss: 0.0308819 | val_loss: 0.0309106 | Time: 1684.45 ms [2021-10-04 21:01:32 main:574] : INFO : Epoch 1656 | loss: 0.0310959 | val_loss: 0.031172 | Time: 1671.04 ms [2021-10-04 21:01:34 main:574] : INFO : Epoch 1657 | loss: 0.031111 | val_loss: 0.031062 | Time: 1671.44 ms [2021-10-04 21:01:35 main:574] : INFO : Epoch 1658 | loss: 0.0310195 | val_loss: 0.0309761 | Time: 1680.27 ms [2021-10-04 21:01:37 main:574] : INFO : Epoch 1659 | loss: 0.030965 | val_loss: 0.0309359 | Time: 1673.67 ms [2021-10-04 21:01:39 main:574] : INFO : Epoch 1660 | loss: 0.0309142 | val_loss: 0.0309098 | Time: 1678.16 ms [2021-10-04 21:01:40 main:574] : INFO : Epoch 1661 | loss: 0.0309025 | val_loss: 0.0309117 | Time: 1672.3 ms [2021-10-04 21:01:42 main:574] : INFO : Epoch 1662 | loss: 0.0308915 | val_loss: 0.0308995 | Time: 1660.67 ms [2021-10-04 21:01:44 main:574] : INFO : Epoch 1663 | loss: 0.0308781 | val_loss: 0.0308921 | Time: 1688.63 ms [2021-10-04 21:01:46 main:574] : INFO : Epoch 1664 | loss: 0.03088 | val_loss: 0.0308833 | Time: 1678.83 ms [2021-10-04 21:01:47 main:574] : INFO : Epoch 1665 | loss: 0.0308657 | val_loss: 0.0308933 | Time: 1647.01 ms [2021-10-04 21:01:49 main:574] : INFO : Epoch 1666 | loss: 0.0308677 | val_loss: 0.0308803 | Time: 1684.6 ms [2021-10-04 21:01:51 main:574] : INFO : Epoch 1667 | loss: 0.0311247 | val_loss: 0.0311759 | Time: 1674.86 ms [2021-10-04 21:01:52 main:574] : INFO : Epoch 1668 | loss: 0.0311591 | val_loss: 0.0311378 | Time: 1680.77 ms [2021-10-04 21:01:54 main:574] : INFO : Epoch 1669 | loss: 0.0311182 | val_loss: 0.0310858 | Time: 1688.91 ms [2021-10-04 21:01:56 main:574] : INFO : Epoch 1670 | loss: 0.0310627 | val_loss: 0.0310448 | Time: 1682.2 ms [2021-10-04 21:01:57 main:574] : INFO : Epoch 1671 | loss: 0.0310062 | val_loss: 0.0309798 | Time: 1689.48 ms [2021-10-04 21:01:59 main:574] : INFO : Epoch 1672 | loss: 0.0309593 | val_loss: 0.0309598 | Time: 1703.31 ms [2021-10-04 21:02:01 main:574] : INFO : Epoch 1673 | loss: 0.0309404 | val_loss: 0.0309333 | Time: 1687.52 ms [2021-10-04 21:02:02 main:574] : INFO : Epoch 1674 | loss: 0.0309163 | val_loss: 0.0309132 | Time: 1667.27 ms [2021-10-04 21:02:04 main:574] : INFO : Epoch 1675 | loss: 0.0308948 | val_loss: 0.0309169 | Time: 1676.35 ms [2021-10-04 21:02:06 main:574] : INFO : Epoch 1676 | loss: 0.0308871 | val_loss: 0.0309172 | Time: 1666.84 ms [2021-10-04 21:02:07 main:574] : INFO : Epoch 1677 | loss: 0.030881 | val_loss: 0.0309078 | Time: 1674.82 ms [2021-10-04 21:02:09 main:574] : INFO : Epoch 1678 | loss: 0.0308833 | val_loss: 0.0308963 | Time: 1667.69 ms [2021-10-04 21:02:11 main:574] : INFO : Epoch 1679 | loss: 0.030874 | val_loss: 0.0308999 | Time: 1664.35 ms [2021-10-04 21:02:12 main:574] : INFO : Epoch 1680 | loss: 0.0308752 | val_loss: 0.0308825 | Time: 1705.46 ms [2021-10-04 21:02:14 main:574] : INFO : Epoch 1681 | loss: 0.0308664 | val_loss: 0.0309238 | Time: 1690.73 ms [2021-10-04 21:02:16 main:574] : INFO : Epoch 1682 | loss: 0.0309723 | val_loss: 0.0309427 | Time: 1686.8 ms [2021-10-04 21:02:18 main:574] : INFO : Epoch 1683 | loss: 0.0308937 | val_loss: 0.0309024 | Time: 1685.98 ms [2021-10-04 21:02:19 main:574] : INFO : Epoch 1684 | loss: 0.0308714 | val_loss: 0.0308833 | Time: 1684.55 ms [2021-10-04 21:02:21 main:574] : INFO : Epoch 1685 | loss: 0.0308585 | val_loss: 0.0308827 | Time: 1665.73 ms [2021-10-04 21:02:23 main:574] : INFO : Epoch 1686 | loss: 0.0308591 | val_loss: 0.0309217 | Time: 1674.53 ms [2021-10-04 21:02:24 main:574] : INFO : Epoch 1687 | loss: 0.0309302 | val_loss: 0.0310267 | Time: 1684.08 ms [2021-10-04 21:02:26 main:574] : INFO : Epoch 1688 | loss: 0.0310092 | val_loss: 0.0309663 | Time: 1665.85 ms [2021-10-04 21:02:28 main:574] : INFO : Epoch 1689 | loss: 0.0309356 | val_loss: 0.0308982 | Time: 1692.07 ms [2021-10-04 21:02:29 main:574] : INFO : Epoch 1690 | loss: 0.0308852 | val_loss: 0.0308893 | Time: 1693.5 ms [2021-10-04 21:02:31 main:574] : INFO : Epoch 1691 | loss: 0.0308672 | val_loss: 0.0308891 | Time: 1674.73 ms [2021-10-04 21:02:33 main:574] : INFO : Epoch 1692 | loss: 0.0308538 | val_loss: 0.0308778 | Time: 1641.79 ms [2021-10-04 21:02:34 main:574] : INFO : Epoch 1693 | loss: 0.0308436 | val_loss: 0.0308708 | Time: 1646.73 ms [2021-10-04 21:02:36 main:574] : INFO : Epoch 1694 | loss: 0.0308608 | val_loss: 0.0308738 | Time: 1655.94 ms [2021-10-04 21:02:38 main:574] : INFO : Epoch 1695 | loss: 0.0308523 | val_loss: 0.0308873 | Time: 1658.57 ms [2021-10-04 21:02:39 main:574] : INFO : Epoch 1696 | loss: 0.0308542 | val_loss: 0.030882 | Time: 1657.8 ms [2021-10-04 21:02:41 main:574] : INFO : Epoch 1697 | loss: 0.0308456 | val_loss: 0.0308832 | Time: 1686.48 ms [2021-10-04 21:02:43 main:574] : INFO : Epoch 1698 | loss: 0.0308578 | val_loss: 0.0308799 | Time: 1642.78 ms [2021-10-04 21:02:44 main:574] : INFO : Epoch 1699 | loss: 0.0308947 | val_loss: 0.0309145 | Time: 1673.96 ms [2021-10-04 21:02:46 main:574] : INFO : Epoch 1700 | loss: 0.0311346 | val_loss: 0.0312264 | Time: 1667.27 ms [2021-10-04 21:02:48 main:574] : INFO : Epoch 1701 | loss: 0.0312078 | val_loss: 0.0311856 | Time: 1655.24 ms [2021-10-04 21:02:49 main:574] : INFO : Epoch 1702 | loss: 0.0311788 | val_loss: 0.031164 | Time: 1650.63 ms [2021-10-04 21:02:51 main:574] : INFO : Epoch 1703 | loss: 0.0311572 | val_loss: 0.0311458 | Time: 1659.08 ms [2021-10-04 21:02:53 main:574] : INFO : Epoch 1704 | loss: 0.0311463 | val_loss: 0.0311309 | Time: 1677.73 ms [2021-10-04 21:02:54 main:574] : INFO : Epoch 1705 | loss: 0.031135 | val_loss: 0.0311251 | Time: 1658.63 ms [2021-10-04 21:02:56 main:574] : INFO : Epoch 1706 | loss: 0.0311284 | val_loss: 0.0311222 | Time: 1672.37 ms [2021-10-04 21:02:58 main:574] : INFO : Epoch 1707 | loss: 0.0311215 | val_loss: 0.0311135 | Time: 1663.83 ms [2021-10-04 21:02:59 main:574] : INFO : Epoch 1708 | loss: 0.0311144 | val_loss: 0.0311115 | Time: 1657.25 ms [2021-10-04 21:03:01 main:574] : INFO : Epoch 1709 | loss: 0.0311067 | val_loss: 0.0311004 | Time: 1635.74 ms [2021-10-04 21:03:03 main:574] : INFO : Epoch 1710 | loss: 0.0311004 | val_loss: 0.0310962 | Time: 1642.14 ms [2021-10-04 21:03:04 main:574] : INFO : Epoch 1711 | loss: 0.0310967 | val_loss: 0.0310978 | Time: 1640.31 ms [2021-10-04 21:03:06 main:574] : INFO : Epoch 1712 | loss: 0.031093 | val_loss: 0.0310993 | Time: 1664.64 ms [2021-10-04 21:03:08 main:574] : INFO : Epoch 1713 | loss: 0.0311016 | val_loss: 0.0310987 | Time: 1645.47 ms [2021-10-04 21:03:09 main:574] : INFO : Epoch 1714 | loss: 0.0310907 | val_loss: 0.0310854 | Time: 1653.17 ms [2021-10-04 21:03:11 main:574] : INFO : Epoch 1715 | loss: 0.0310834 | val_loss: 0.0310793 | Time: 1634.92 ms [2021-10-04 21:03:13 main:574] : INFO : Epoch 1716 | loss: 0.0310843 | val_loss: 0.0310723 | Time: 1610.21 ms [2021-10-04 21:03:14 main:574] : INFO : Epoch 1717 | loss: 0.0310711 | val_loss: 0.0310635 | Time: 1610.82 ms [2021-10-04 21:03:16 main:574] : INFO : Epoch 1718 | loss: 0.0310612 | val_loss: 0.0310542 | Time: 1581.22 ms [2021-10-04 21:03:17 main:574] : INFO : Epoch 1719 | loss: 0.0310509 | val_loss: 0.0310486 | Time: 1557.62 ms [2021-10-04 21:03:19 main:574] : INFO : Epoch 1720 | loss: 0.0310448 | val_loss: 0.0310385 | Time: 1587.17 ms [2021-10-04 21:03:21 main:574] : INFO : Epoch 1721 | loss: 0.0310301 | val_loss: 0.0310257 | Time: 1657.66 ms [2021-10-04 21:03:22 main:574] : INFO : Epoch 1722 | loss: 0.0310145 | val_loss: 0.0310193 | Time: 1660.47 ms [2021-10-04 21:03:24 main:574] : INFO : Epoch 1723 | loss: 0.0310073 | val_loss: 0.0310214 | Time: 1685.36 ms [2021-10-04 21:03:26 main:574] : INFO : Epoch 1724 | loss: 0.031003 | val_loss: 0.0309988 | Time: 1628.27 ms [2021-10-04 21:03:27 main:574] : INFO : Epoch 1725 | loss: 0.0310047 | val_loss: 0.0310684 | Time: 1724.71 ms [2021-10-04 21:03:29 main:574] : INFO : Epoch 1726 | loss: 0.0310566 | val_loss: 0.031037 | Time: 1707.96 ms [2021-10-04 21:03:31 main:574] : INFO : Epoch 1727 | loss: 0.031018 | val_loss: 0.0310133 | Time: 1695.22 ms [2021-10-04 21:03:32 main:574] : INFO : Epoch 1728 | loss: 0.0309993 | val_loss: 0.0309867 | Time: 1694.61 ms [2021-10-04 21:03:34 main:574] : INFO : Epoch 1729 | loss: 0.0309657 | val_loss: 0.0309457 | Time: 1699.08 ms [2021-10-04 21:03:36 main:574] : INFO : Epoch 1730 | loss: 0.0309487 | val_loss: 0.0309332 | Time: 1686.94 ms [2021-10-04 21:03:38 main:574] : INFO : Epoch 1731 | loss: 0.0309349 | val_loss: 0.0309456 | Time: 1673.38 ms [2021-10-04 21:03:39 main:574] : INFO : Epoch 1732 | loss: 0.0309463 | val_loss: 0.0309238 | Time: 1671.82 ms [2021-10-04 21:03:41 main:574] : INFO : Epoch 1733 | loss: 0.0309265 | val_loss: 0.0309509 | Time: 1662.19 ms [2021-10-04 21:03:43 main:574] : INFO : Epoch 1734 | loss: 0.0309452 | val_loss: 0.030932 | Time: 1663.68 ms [2021-10-04 21:03:44 main:574] : INFO : Epoch 1735 | loss: 0.0309253 | val_loss: 0.0309155 | Time: 1659.45 ms [2021-10-04 21:03:46 main:574] : INFO : Epoch 1736 | loss: 0.0309035 | val_loss: 0.0309001 | Time: 1670.2 ms [2021-10-04 21:03:48 main:574] : INFO : Epoch 1737 | loss: 0.0308895 | val_loss: 0.0309003 | Time: 1670.85 ms [2021-10-04 21:03:49 main:574] : INFO : Epoch 1738 | loss: 0.0308763 | val_loss: 0.0308909 | Time: 1684.16 ms [2021-10-04 21:03:51 main:574] : INFO : Epoch 1739 | loss: 0.0308719 | val_loss: 0.0308924 | Time: 1680.69 ms [2021-10-04 21:03:53 main:574] : INFO : Epoch 1740 | loss: 0.0308725 | val_loss: 0.030899 | Time: 1658.2 ms [2021-10-04 21:03:54 main:574] : INFO : Epoch 1741 | loss: 0.0308874 | val_loss: 0.030896 | Time: 1673.07 ms [2021-10-04 21:03:56 main:574] : INFO : Epoch 1742 | loss: 0.0308818 | val_loss: 0.0308943 | Time: 1684.64 ms [2021-10-04 21:03:58 main:574] : INFO : Epoch 1743 | loss: 0.0308713 | val_loss: 0.0308988 | Time: 1672.98 ms [2021-10-04 21:03:59 main:574] : INFO : Epoch 1744 | loss: 0.0309032 | val_loss: 0.0309182 | Time: 1717.43 ms [2021-10-04 21:04:01 main:574] : INFO : Epoch 1745 | loss: 0.0309014 | val_loss: 0.0308865 | Time: 1670.66 ms [2021-10-04 21:04:03 main:574] : INFO : Epoch 1746 | loss: 0.0308795 | val_loss: 0.0308814 | Time: 1675.73 ms [2021-10-04 21:04:04 main:574] : INFO : Epoch 1747 | loss: 0.0308691 | val_loss: 0.0308874 | Time: 1684.15 ms [2021-10-04 21:04:06 main:574] : INFO : Epoch 1748 | loss: 0.0308559 | val_loss: 0.0308864 | Time: 1683.28 ms [2021-10-04 21:04:08 main:574] : INFO : Epoch 1749 | loss: 0.0308506 | val_loss: 0.0308847 | Time: 1675.08 ms [2021-10-04 21:04:09 main:574] : INFO : Epoch 1750 | loss: 0.0308619 | val_loss: 0.0309835 | Time: 1692.83 ms [2021-10-04 21:04:11 main:574] : INFO : Epoch 1751 | loss: 0.0311979 | val_loss: 0.031234 | Time: 1672.73 ms [2021-10-04 21:04:13 main:574] : INFO : Epoch 1752 | loss: 0.0312221 | val_loss: 0.0311973 | Time: 1682.54 ms [2021-10-04 21:04:15 main:574] : INFO : Epoch 1753 | loss: 0.0311849 | val_loss: 0.0311711 | Time: 1660.91 ms [2021-10-04 21:04:16 main:574] : INFO : Epoch 1754 | loss: 0.031159 | val_loss: 0.0311555 | Time: 1671.98 ms [2021-10-04 21:04:18 main:574] : INFO : Epoch 1755 | loss: 0.0311449 | val_loss: 0.0311361 | Time: 1696.2 ms [2021-10-04 21:04:20 main:574] : INFO : Epoch 1756 | loss: 0.0311255 | val_loss: 0.0311165 | Time: 1679.87 ms [2021-10-04 21:04:21 main:574] : INFO : Epoch 1757 | loss: 0.0311099 | val_loss: 0.0311011 | Time: 1668.71 ms [2021-10-04 21:04:23 main:574] : INFO : Epoch 1758 | loss: 0.0310959 | val_loss: 0.031087 | Time: 1697.78 ms [2021-10-04 21:04:25 main:574] : INFO : Epoch 1759 | loss: 0.0310821 | val_loss: 0.0310761 | Time: 1677.85 ms [2021-10-04 21:04:26 main:574] : INFO : Epoch 1760 | loss: 0.0310699 | val_loss: 0.03106 | Time: 1672.66 ms [2021-10-04 21:04:28 main:574] : INFO : Epoch 1761 | loss: 0.0310447 | val_loss: 0.0310293 | Time: 1744.07 ms [2021-10-04 21:04:30 main:574] : INFO : Epoch 1762 | loss: 0.0310041 | val_loss: 0.0309815 | Time: 1662.11 ms [2021-10-04 21:04:31 main:574] : INFO : Epoch 1763 | loss: 0.0309635 | val_loss: 0.0309646 | Time: 1665.63 ms [2021-10-04 21:04:33 main:574] : INFO : Epoch 1764 | loss: 0.0309292 | val_loss: 0.0309385 | Time: 1656.74 ms [2021-10-04 21:04:35 main:574] : INFO : Epoch 1765 | loss: 0.0309166 | val_loss: 0.0309232 | Time: 1683.16 ms [2021-10-04 21:04:37 main:574] : INFO : Epoch 1766 | loss: 0.0308987 | val_loss: 0.030923 | Time: 1713.85 ms [2021-10-04 21:04:38 main:574] : INFO : Epoch 1767 | loss: 0.030886 | val_loss: 0.0309148 | Time: 1683.62 ms [2021-10-04 21:04:40 main:574] : INFO : Epoch 1768 | loss: 0.0308787 | val_loss: 0.0309161 | Time: 1675.32 ms [2021-10-04 21:04:42 main:574] : INFO : Epoch 1769 | loss: 0.0309566 | val_loss: 0.0311403 | Time: 1686.86 ms [2021-10-04 21:04:43 main:574] : INFO : Epoch 1770 | loss: 0.0311589 | val_loss: 0.0312152 | Time: 1808.21 ms [2021-10-04 21:04:46 main:574] : INFO : Epoch 1771 | loss: 0.0312105 | val_loss: 0.0312013 | Time: 2160.94 ms [2021-10-04 21:04:47 main:574] : INFO : Epoch 1772 | loss: 0.0312032 | val_loss: 0.0311952 | Time: 1767.94 ms [2021-10-04 21:04:49 main:574] : INFO : Epoch 1773 | loss: 0.0311994 | val_loss: 0.0311925 | Time: 1677.99 ms [2021-10-04 21:04:51 main:574] : INFO : Epoch 1774 | loss: 0.0311955 | val_loss: 0.0311913 | Time: 1662.76 ms [2021-10-04 21:04:52 main:574] : INFO : Epoch 1775 | loss: 0.0311947 | val_loss: 0.0311884 | Time: 1676.81 ms [2021-10-04 21:04:54 main:574] : INFO : Epoch 1776 | loss: 0.0311912 | val_loss: 0.0311847 | Time: 1691.55 ms [2021-10-04 21:04:56 main:574] : INFO : Epoch 1777 | loss: 0.0311892 | val_loss: 0.0311824 | Time: 1670.99 ms [2021-10-04 21:04:57 main:574] : INFO : Epoch 1778 | loss: 0.0311855 | val_loss: 0.0311795 | Time: 1665.16 ms [2021-10-04 21:04:59 main:574] : INFO : Epoch 1779 | loss: 0.0311797 | val_loss: 0.0311725 | Time: 1680.31 ms [2021-10-04 21:05:01 main:574] : INFO : Epoch 1780 | loss: 0.0311752 | val_loss: 0.031168 | Time: 1690.5 ms [2021-10-04 21:05:02 main:574] : INFO : Epoch 1781 | loss: 0.0311734 | val_loss: 0.031162 | Time: 1613.34 ms [2021-10-04 21:05:04 main:574] : INFO : Epoch 1782 | loss: 0.0311674 | val_loss: 0.0311573 | Time: 1682.81 ms [2021-10-04 21:05:06 main:574] : INFO : Epoch 1783 | loss: 0.0311617 | val_loss: 0.031153 | Time: 1695.64 ms [2021-10-04 21:05:08 main:574] : INFO : Epoch 1784 | loss: 0.0311553 | val_loss: 0.0311553 | Time: 1647.92 ms [2021-10-04 21:05:09 main:574] : INFO : Epoch 1785 | loss: 0.0311538 | val_loss: 0.0311519 | Time: 1654.95 ms [2021-10-04 21:05:11 main:574] : INFO : Epoch 1786 | loss: 0.0311497 | val_loss: 0.0311428 | Time: 1660.49 ms [2021-10-04 21:05:12 main:574] : INFO : Epoch 1787 | loss: 0.0311451 | val_loss: 0.0311388 | Time: 1659.4 ms [2021-10-04 21:05:14 main:574] : INFO : Epoch 1788 | loss: 0.0311426 | val_loss: 0.0311405 | Time: 1662.02 ms [2021-10-04 21:05:16 main:574] : INFO : Epoch 1789 | loss: 0.0311416 | val_loss: 0.0311374 | Time: 1673.89 ms [2021-10-04 21:05:18 main:574] : INFO : Epoch 1790 | loss: 0.0311366 | val_loss: 0.0311344 | Time: 1660.63 ms [2021-10-04 21:05:19 main:574] : INFO : Epoch 1791 | loss: 0.0311349 | val_loss: 0.0311358 | Time: 1614.7 ms [2021-10-04 21:05:21 main:574] : INFO : Epoch 1792 | loss: 0.0311351 | val_loss: 0.0311305 | Time: 1629.89 ms [2021-10-04 21:05:22 main:574] : INFO : Epoch 1793 | loss: 0.0311316 | val_loss: 0.0311279 | Time: 1672.23 ms [2021-10-04 21:05:24 main:574] : INFO : Epoch 1794 | loss: 0.0311309 | val_loss: 0.0311283 | Time: 1649.24 ms [2021-10-04 21:05:26 main:574] : INFO : Epoch 1795 | loss: 0.0311284 | val_loss: 0.0311234 | Time: 1647.56 ms [2021-10-04 21:05:27 main:574] : INFO : Epoch 1796 | loss: 0.0311271 | val_loss: 0.03113 | Time: 1644.76 ms [2021-10-04 21:05:29 main:574] : INFO : Epoch 1797 | loss: 0.0311268 | val_loss: 0.0311255 | Time: 1670.88 ms [2021-10-04 21:05:31 main:574] : INFO : Epoch 1798 | loss: 0.0311232 | val_loss: 0.0311216 | Time: 1655.07 ms [2021-10-04 21:05:32 main:574] : INFO : Epoch 1799 | loss: 0.0311197 | val_loss: 0.0311178 | Time: 1669.64 ms [2021-10-04 21:05:34 main:574] : INFO : Epoch 1800 | loss: 0.0311187 | val_loss: 0.0311181 | Time: 1664.06 ms [2021-10-04 21:05:36 main:574] : INFO : Epoch 1801 | loss: 0.0311168 | val_loss: 0.0311185 | Time: 1641.73 ms [2021-10-04 21:05:37 main:574] : INFO : Epoch 1802 | loss: 0.0311165 | val_loss: 0.031116 | Time: 1685.54 ms [2021-10-04 21:05:39 main:574] : INFO : Epoch 1803 | loss: 0.0311149 | val_loss: 0.0311144 | Time: 1659.48 ms [2021-10-04 21:05:41 main:574] : INFO : Epoch 1804 | loss: 0.031112 | val_loss: 0.0311127 | Time: 1685.85 ms [2021-10-04 21:05:42 main:574] : INFO : Epoch 1805 | loss: 0.0311106 | val_loss: 0.0311109 | Time: 1669.5 ms [2021-10-04 21:05:44 main:574] : INFO : Epoch 1806 | loss: 0.031109 | val_loss: 0.0311111 | Time: 1753.13 ms [2021-10-04 21:05:46 main:574] : INFO : Epoch 1807 | loss: 0.0311082 | val_loss: 0.0311095 | Time: 1642.84 ms [2021-10-04 21:05:48 main:574] : INFO : Epoch 1808 | loss: 0.0311061 | val_loss: 0.0311042 | Time: 1643.08 ms [2021-10-04 21:05:49 main:574] : INFO : Epoch 1809 | loss: 0.031104 | val_loss: 0.0311059 | Time: 1677.94 ms [2021-10-04 21:05:51 main:574] : INFO : Epoch 1810 | loss: 0.0311024 | val_loss: 0.0311028 | Time: 1664.92 ms [2021-10-04 21:05:53 main:574] : INFO : Epoch 1811 | loss: 0.0310978 | val_loss: 0.0310935 | Time: 1651.77 ms [2021-10-04 21:05:54 main:574] : INFO : Epoch 1812 | loss: 0.0310946 | val_loss: 0.0310907 | Time: 1645.81 ms [2021-10-04 21:05:56 main:574] : INFO : Epoch 1813 | loss: 0.0310947 | val_loss: 0.0310942 | Time: 1626.75 ms [2021-10-04 21:05:58 main:574] : INFO : Epoch 1814 | loss: 0.0310923 | val_loss: 0.0310839 | Time: 1663.53 ms [2021-10-04 21:05:59 main:574] : INFO : Epoch 1815 | loss: 0.0310878 | val_loss: 0.0310815 | Time: 1654.66 ms [2021-10-04 21:06:01 main:574] : INFO : Epoch 1816 | loss: 0.0310831 | val_loss: 0.0310783 | Time: 1664.88 ms [2021-10-04 21:06:03 main:574] : INFO : Epoch 1817 | loss: 0.0310782 | val_loss: 0.0310692 | Time: 1663.48 ms [2021-10-04 21:06:04 main:574] : INFO : Epoch 1818 | loss: 0.0310712 | val_loss: 0.0310614 | Time: 1648.49 ms [2021-10-04 21:06:06 main:574] : INFO : Epoch 1819 | loss: 0.0310678 | val_loss: 0.0310606 | Time: 1669.52 ms [2021-10-04 21:06:08 main:574] : INFO : Epoch 1820 | loss: 0.0310666 | val_loss: 0.0310545 | Time: 1650.3 ms [2021-10-04 21:06:09 main:574] : INFO : Epoch 1821 | loss: 0.0310531 | val_loss: 0.0310455 | Time: 1630.17 ms [2021-10-04 21:06:11 main:574] : INFO : Epoch 1822 | loss: 0.0310421 | val_loss: 0.0310457 | Time: 1657.64 ms [2021-10-04 21:06:12 main:574] : INFO : Epoch 1823 | loss: 0.0310387 | val_loss: 0.0310389 | Time: 1664.56 ms [2021-10-04 21:06:14 main:574] : INFO : Epoch 1824 | loss: 0.0310305 | val_loss: 0.0310274 | Time: 1624.6 ms [2021-10-04 21:06:16 main:574] : INFO : Epoch 1825 | loss: 0.0310242 | val_loss: 0.0310154 | Time: 1649.91 ms [2021-10-04 21:06:17 main:574] : INFO : Epoch 1826 | loss: 0.0310203 | val_loss: 0.0310183 | Time: 1674.6 ms [2021-10-04 21:06:19 main:574] : INFO : Epoch 1827 | loss: 0.0310162 | val_loss: 0.0310085 | Time: 1656.89 ms [2021-10-04 21:06:21 main:574] : INFO : Epoch 1828 | loss: 0.0310035 | val_loss: 0.0310049 | Time: 1665.33 ms [2021-10-04 21:06:22 main:574] : INFO : Epoch 1829 | loss: 0.0309975 | val_loss: 0.0309941 | Time: 1659.1 ms [2021-10-04 21:06:24 main:574] : INFO : Epoch 1830 | loss: 0.0310032 | val_loss: 0.0310055 | Time: 1660.7 ms [2021-10-04 21:06:26 main:574] : INFO : Epoch 1831 | loss: 0.0310036 | val_loss: 0.0309863 | Time: 1681.38 ms [2021-10-04 21:06:27 main:574] : INFO : Epoch 1832 | loss: 0.0309811 | val_loss: 0.0309639 | Time: 1671.25 ms [2021-10-04 21:06:29 main:574] : INFO : Epoch 1833 | loss: 0.0309831 | val_loss: 0.0309772 | Time: 1664.58 ms [2021-10-04 21:06:31 main:574] : INFO : Epoch 1834 | loss: 0.0309658 | val_loss: 0.0309741 | Time: 1660.56 ms [2021-10-04 21:06:32 main:574] : INFO : Epoch 1835 | loss: 0.0309562 | val_loss: 0.0309607 | Time: 1666.56 ms [2021-10-04 21:06:34 main:574] : INFO : Epoch 1836 | loss: 0.0309321 | val_loss: 0.0309384 | Time: 1669.4 ms [2021-10-04 21:06:36 main:574] : INFO : Epoch 1837 | loss: 0.0309754 | val_loss: 0.0309672 | Time: 1642.73 ms [2021-10-04 21:06:37 main:574] : INFO : Epoch 1838 | loss: 0.0309544 | val_loss: 0.0309667 | Time: 1649.53 ms [2021-10-04 21:06:39 main:574] : INFO : Epoch 1839 | loss: 0.0309337 | val_loss: 0.0309279 | Time: 1738.02 ms [2021-10-04 21:06:41 main:574] : INFO : Epoch 1840 | loss: 0.0309467 | val_loss: 0.0309309 | Time: 1689.74 ms [2021-10-04 21:06:43 main:574] : INFO : Epoch 1841 | loss: 0.0310665 | val_loss: 0.0310894 | Time: 1710.39 ms [2021-10-04 21:06:44 main:574] : INFO : Epoch 1842 | loss: 0.0310527 | val_loss: 0.0310028 | Time: 1700.23 ms [2021-10-04 21:06:46 main:574] : INFO : Epoch 1843 | loss: 0.0309769 | val_loss: 0.0309443 | Time: 1681.04 ms [2021-10-04 21:06:48 main:574] : INFO : Epoch 1844 | loss: 0.0309407 | val_loss: 0.0309455 | Time: 1684.78 ms [2021-10-04 21:06:49 main:574] : INFO : Epoch 1845 | loss: 0.0309187 | val_loss: 0.0309109 | Time: 1676.68 ms [2021-10-04 21:06:51 main:574] : INFO : Epoch 1846 | loss: 0.0309147 | val_loss: 0.0309233 | Time: 1675.94 ms [2021-10-04 21:06:53 main:574] : INFO : Epoch 1847 | loss: 0.0309264 | val_loss: 0.0309831 | Time: 1663.04 ms [2021-10-04 21:06:54 main:574] : INFO : Epoch 1848 | loss: 0.0309536 | val_loss: 0.0309337 | Time: 1684.96 ms [2021-10-04 21:06:56 main:574] : INFO : Epoch 1849 | loss: 0.0309342 | val_loss: 0.0309226 | Time: 1683.67 ms [2021-10-04 21:06:58 main:574] : INFO : Epoch 1850 | loss: 0.0309175 | val_loss: 0.0309311 | Time: 1673.4 ms [2021-10-04 21:06:59 main:574] : INFO : Epoch 1851 | loss: 0.0309422 | val_loss: 0.0309231 | Time: 1671.77 ms [2021-10-04 21:07:01 main:574] : INFO : Epoch 1852 | loss: 0.0308931 | val_loss: 0.0308881 | Time: 1663.76 ms [2021-10-04 21:07:03 main:574] : INFO : Epoch 1853 | loss: 0.0308729 | val_loss: 0.0308855 | Time: 1676.53 ms [2021-10-04 21:07:05 main:574] : INFO : Epoch 1854 | loss: 0.0308702 | val_loss: 0.0308826 | Time: 1674.35 ms [2021-10-04 21:07:06 main:574] : INFO : Epoch 1855 | loss: 0.0309348 | val_loss: 0.0310595 | Time: 1683.12 ms [2021-10-04 21:07:08 main:574] : INFO : Epoch 1856 | loss: 0.0310457 | val_loss: 0.0310013 | Time: 1692.3 ms [2021-10-04 21:07:10 main:574] : INFO : Epoch 1857 | loss: 0.0309614 | val_loss: 0.0309473 | Time: 1693.42 ms [2021-10-04 21:07:11 main:574] : INFO : Epoch 1858 | loss: 0.0309185 | val_loss: 0.0309095 | Time: 1680.96 ms [2021-10-04 21:07:13 main:574] : INFO : Epoch 1859 | loss: 0.0308884 | val_loss: 0.0308844 | Time: 1667.6 ms [2021-10-04 21:07:15 main:574] : INFO : Epoch 1860 | loss: 0.0308783 | val_loss: 0.0308812 | Time: 1681.01 ms [2021-10-04 21:07:16 main:574] : INFO : Epoch 1861 | loss: 0.0308835 | val_loss: 0.0309095 | Time: 1684.58 ms [2021-10-04 21:07:18 main:574] : INFO : Epoch 1862 | loss: 0.0308756 | val_loss: 0.0308871 | Time: 1708.4 ms [2021-10-04 21:07:20 main:574] : INFO : Epoch 1863 | loss: 0.0308731 | val_loss: 0.0308689 | Time: 1687.93 ms [2021-10-04 21:07:21 main:574] : INFO : Epoch 1864 | loss: 0.030866 | val_loss: 0.0309323 | Time: 1686.34 ms [2021-10-04 21:07:23 main:574] : INFO : Epoch 1865 | loss: 0.030924 | val_loss: 0.0309692 | Time: 1675.77 ms [2021-10-04 21:07:25 main:574] : INFO : Epoch 1866 | loss: 0.0309563 | val_loss: 0.0309365 | Time: 1715.59 ms [2021-10-04 21:07:27 main:574] : INFO : Epoch 1867 | loss: 0.0309131 | val_loss: 0.030917 | Time: 1966 ms [2021-10-04 21:07:29 main:574] : INFO : Epoch 1868 | loss: 0.0308835 | val_loss: 0.0308968 | Time: 2085.31 ms [2021-10-04 21:07:31 main:574] : INFO : Epoch 1869 | loss: 0.0308617 | val_loss: 0.0308724 | Time: 1723.63 ms [2021-10-04 21:07:33 main:574] : INFO : Epoch 1870 | loss: 0.0308555 | val_loss: 0.0308919 | Time: 1835.53 ms [2021-10-04 21:07:34 main:574] : INFO : Epoch 1871 | loss: 0.0308731 | val_loss: 0.0308911 | Time: 1731.08 ms [2021-10-04 21:07:36 main:574] : INFO : Epoch 1872 | loss: 0.030875 | val_loss: 0.0308966 | Time: 1713.34 ms [2021-10-04 21:07:38 main:574] : INFO : Epoch 1873 | loss: 0.0308587 | val_loss: 0.0308806 | Time: 1711.05 ms [2021-10-04 21:07:39 main:574] : INFO : Epoch 1874 | loss: 0.0308566 | val_loss: 0.0308837 | Time: 1685.34 ms [2021-10-04 21:07:41 main:574] : INFO : Epoch 1875 | loss: 0.0308592 | val_loss: 0.0308698 | Time: 1702.45 ms [2021-10-04 21:07:43 main:574] : INFO : Epoch 1876 | loss: 0.0308367 | val_loss: 0.0308695 | Time: 1683.89 ms [2021-10-04 21:07:44 main:574] : INFO : Epoch 1877 | loss: 0.0309189 | val_loss: 0.0311143 | Time: 1683.78 ms [2021-10-04 21:07:46 main:574] : INFO : Epoch 1878 | loss: 0.0310961 | val_loss: 0.0310721 | Time: 1680.13 ms [2021-10-04 21:07:48 main:574] : INFO : Epoch 1879 | loss: 0.0310433 | val_loss: 0.0310355 | Time: 1688.53 ms [2021-10-04 21:07:50 main:574] : INFO : Epoch 1880 | loss: 0.0309804 | val_loss: 0.0309653 | Time: 1688.91 ms [2021-10-04 21:07:51 main:574] : INFO : Epoch 1881 | loss: 0.0309265 | val_loss: 0.0309591 | Time: 1689.29 ms [2021-10-04 21:07:53 main:574] : INFO : Epoch 1882 | loss: 0.0309117 | val_loss: 0.0309327 | Time: 1700.4 ms [2021-10-04 21:07:55 main:574] : INFO : Epoch 1883 | loss: 0.0309268 | val_loss: 0.0311526 | Time: 1700.73 ms [2021-10-04 21:07:56 main:574] : INFO : Epoch 1884 | loss: 0.031156 | val_loss: 0.0311492 | Time: 1678.3 ms [2021-10-04 21:07:58 main:574] : INFO : Epoch 1885 | loss: 0.0311471 | val_loss: 0.0311155 | Time: 1688.63 ms [2021-10-04 21:08:00 main:574] : INFO : Epoch 1886 | loss: 0.0311172 | val_loss: 0.0310857 | Time: 1686.19 ms [2021-10-04 21:08:01 main:574] : INFO : Epoch 1887 | loss: 0.0310867 | val_loss: 0.0310656 | Time: 1672.17 ms [2021-10-04 21:08:03 main:574] : INFO : Epoch 1888 | loss: 0.0310604 | val_loss: 0.0310441 | Time: 1686.21 ms [2021-10-04 21:08:05 main:574] : INFO : Epoch 1889 | loss: 0.0310326 | val_loss: 0.0310083 | Time: 1687.55 ms [2021-10-04 21:08:06 main:574] : INFO : Epoch 1890 | loss: 0.0309872 | val_loss: 0.0309553 | Time: 1659.27 ms [2021-10-04 21:08:08 main:574] : INFO : Epoch 1891 | loss: 0.0309398 | val_loss: 0.0309329 | Time: 1698.05 ms [2021-10-04 21:08:10 main:574] : INFO : Epoch 1892 | loss: 0.0309047 | val_loss: 0.0309071 | Time: 1691.89 ms [2021-10-04 21:08:12 main:574] : INFO : Epoch 1893 | loss: 0.0308771 | val_loss: 0.030889 | Time: 1673.27 ms [2021-10-04 21:08:13 main:574] : INFO : Epoch 1894 | loss: 0.0308628 | val_loss: 0.030892 | Time: 1681.85 ms [2021-10-04 21:08:15 main:574] : INFO : Epoch 1895 | loss: 0.0308618 | val_loss: 0.0308948 | Time: 1667.8 ms [2021-10-04 21:08:17 main:574] : INFO : Epoch 1896 | loss: 0.0309008 | val_loss: 0.030927 | Time: 1671.72 ms [2021-10-04 21:08:18 main:574] : INFO : Epoch 1897 | loss: 0.0308838 | val_loss: 0.0308789 | Time: 1687.65 ms [2021-10-04 21:08:20 main:574] : INFO : Epoch 1898 | loss: 0.0308609 | val_loss: 0.0308763 | Time: 1696.89 ms [2021-10-04 21:08:22 main:574] : INFO : Epoch 1899 | loss: 0.0308363 | val_loss: 0.0308665 | Time: 1687.25 ms [2021-10-04 21:08:23 main:574] : INFO : Epoch 1900 | loss: 0.0308405 | val_loss: 0.0308989 | Time: 1658.76 ms [2021-10-04 21:08:25 main:574] : INFO : Epoch 1901 | loss: 0.0308576 | val_loss: 0.0308953 | Time: 1714.41 ms [2021-10-04 21:08:27 main:574] : INFO : Epoch 1902 | loss: 0.0308997 | val_loss: 0.0308907 | Time: 1769.24 ms [2021-10-04 21:08:29 main:574] : INFO : Epoch 1903 | loss: 0.0308767 | val_loss: 0.0309011 | Time: 1694.53 ms [2021-10-04 21:08:30 main:574] : INFO : Epoch 1904 | loss: 0.0308657 | val_loss: 0.0308835 | Time: 1687.68 ms [2021-10-04 21:08:32 main:574] : INFO : Epoch 1905 | loss: 0.0308459 | val_loss: 0.0308798 | Time: 1673.59 ms [2021-10-04 21:08:34 main:574] : INFO : Epoch 1906 | loss: 0.030848 | val_loss: 0.0308596 | Time: 1683.85 ms [2021-10-04 21:08:35 main:574] : INFO : Epoch 1907 | loss: 0.0308355 | val_loss: 0.0308504 | Time: 1687.93 ms [2021-10-04 21:08:37 main:574] : INFO : Epoch 1908 | loss: 0.0308273 | val_loss: 0.0308761 | Time: 1685.33 ms [2021-10-04 21:08:39 main:574] : INFO : Epoch 1909 | loss: 0.0308416 | val_loss: 0.0308726 | Time: 1686.75 ms [2021-10-04 21:08:40 main:574] : INFO : Epoch 1910 | loss: 0.030841 | val_loss: 0.0308903 | Time: 1679.31 ms [2021-10-04 21:08:42 main:574] : INFO : Epoch 1911 | loss: 0.0311385 | val_loss: 0.0312484 | Time: 1654.51 ms [2021-10-04 21:08:44 main:574] : INFO : Epoch 1912 | loss: 0.0311936 | val_loss: 0.031171 | Time: 1669.48 ms [2021-10-04 21:08:45 main:574] : INFO : Epoch 1913 | loss: 0.0311539 | val_loss: 0.031128 | Time: 1672.09 ms [2021-10-04 21:08:47 main:574] : INFO : Epoch 1914 | loss: 0.0311183 | val_loss: 0.0310929 | Time: 1656.25 ms [2021-10-04 21:08:49 main:574] : INFO : Epoch 1915 | loss: 0.0310772 | val_loss: 0.031053 | Time: 1791.23 ms [2021-10-04 21:08:51 main:574] : INFO : Epoch 1916 | loss: 0.031028 | val_loss: 0.0309811 | Time: 1712 ms [2021-10-04 21:08:52 main:574] : INFO : Epoch 1917 | loss: 0.0309629 | val_loss: 0.0309325 | Time: 1651.5 ms [2021-10-04 21:08:54 main:574] : INFO : Epoch 1918 | loss: 0.0309192 | val_loss: 0.0309089 | Time: 1683.84 ms [2021-10-04 21:08:56 main:574] : INFO : Epoch 1919 | loss: 0.0308939 | val_loss: 0.0308921 | Time: 1666.81 ms [2021-10-04 21:08:57 main:574] : INFO : Epoch 1920 | loss: 0.0308741 | val_loss: 0.0308864 | Time: 1664.44 ms [2021-10-04 21:08:59 main:574] : INFO : Epoch 1921 | loss: 0.0308646 | val_loss: 0.030878 | Time: 1673.35 ms [2021-10-04 21:09:01 main:574] : INFO : Epoch 1922 | loss: 0.0308545 | val_loss: 0.0308711 | Time: 1678.14 ms [2021-10-04 21:09:02 main:574] : INFO : Epoch 1923 | loss: 0.0308366 | val_loss: 0.0308653 | Time: 1666.09 ms [2021-10-04 21:09:04 main:574] : INFO : Epoch 1924 | loss: 0.0308449 | val_loss: 0.0308592 | Time: 1658.15 ms [2021-10-04 21:09:06 main:574] : INFO : Epoch 1925 | loss: 0.0308453 | val_loss: 0.030972 | Time: 1668.31 ms [2021-10-04 21:09:07 main:574] : INFO : Epoch 1926 | loss: 0.0309196 | val_loss: 0.0308813 | Time: 1697.76 ms [2021-10-04 21:09:09 main:574] : INFO : Epoch 1927 | loss: 0.0308622 | val_loss: 0.0308679 | Time: 1661.61 ms [2021-10-04 21:09:11 main:574] : INFO : Epoch 1928 | loss: 0.0308416 | val_loss: 0.0308657 | Time: 1682.28 ms [2021-10-04 21:09:12 main:574] : INFO : Epoch 1929 | loss: 0.0308429 | val_loss: 0.0308622 | Time: 1733.14 ms [2021-10-04 21:09:14 main:574] : INFO : Epoch 1930 | loss: 0.030841 | val_loss: 0.0308584 | Time: 1782.13 ms [2021-10-04 21:09:16 main:574] : INFO : Epoch 1931 | loss: 0.0308523 | val_loss: 0.0308651 | Time: 1660.13 ms [2021-10-04 21:09:18 main:574] : INFO : Epoch 1932 | loss: 0.0308273 | val_loss: 0.0308881 | Time: 1660.7 ms [2021-10-04 21:09:19 main:574] : INFO : Epoch 1933 | loss: 0.0310816 | val_loss: 0.0310694 | Time: 1681.9 ms [2021-10-04 21:09:21 main:574] : INFO : Epoch 1934 | loss: 0.0310599 | val_loss: 0.0310221 | Time: 1673.33 ms [2021-10-04 21:09:23 main:574] : INFO : Epoch 1935 | loss: 0.0309756 | val_loss: 0.0309444 | Time: 1676.35 ms [2021-10-04 21:09:24 main:574] : INFO : Epoch 1936 | loss: 0.030916 | val_loss: 0.030901 | Time: 1661.11 ms [2021-10-04 21:09:26 main:574] : INFO : Epoch 1937 | loss: 0.0308816 | val_loss: 0.0308937 | Time: 1649 ms [2021-10-04 21:09:28 main:574] : INFO : Epoch 1938 | loss: 0.0308585 | val_loss: 0.0308764 | Time: 1666.08 ms [2021-10-04 21:09:29 main:574] : INFO : Epoch 1939 | loss: 0.0308473 | val_loss: 0.0308741 | Time: 1658.38 ms [2021-10-04 21:09:31 main:574] : INFO : Epoch 1940 | loss: 0.0308507 | val_loss: 0.0308789 | Time: 1638.1 ms [2021-10-04 21:09:33 main:574] : INFO : Epoch 1941 | loss: 0.0308394 | val_loss: 0.0308646 | Time: 1675.78 ms [2021-10-04 21:09:34 main:574] : INFO : Epoch 1942 | loss: 0.03092 | val_loss: 0.0310923 | Time: 1637.23 ms [2021-10-04 21:09:36 main:574] : INFO : Epoch 1943 | loss: 0.0310801 | val_loss: 0.031021 | Time: 1663.49 ms [2021-10-04 21:09:38 main:574] : INFO : Epoch 1944 | loss: 0.0309915 | val_loss: 0.0309555 | Time: 1649.97 ms [2021-10-04 21:09:39 main:574] : INFO : Epoch 1945 | loss: 0.0309049 | val_loss: 0.0309048 | Time: 1667.68 ms [2021-10-04 21:09:41 main:574] : INFO : Epoch 1946 | loss: 0.0308679 | val_loss: 0.0308912 | Time: 1646.78 ms [2021-10-04 21:09:43 main:574] : INFO : Epoch 1947 | loss: 0.0308442 | val_loss: 0.0308754 | Time: 1671.93 ms [2021-10-04 21:09:44 main:574] : INFO : Epoch 1948 | loss: 0.0308304 | val_loss: 0.0308735 | Time: 1664.05 ms [2021-10-04 21:09:46 main:574] : INFO : Epoch 1949 | loss: 0.0308454 | val_loss: 0.0308663 | Time: 1688.58 ms [2021-10-04 21:09:48 main:574] : INFO : Epoch 1950 | loss: 0.0308505 | val_loss: 0.0309384 | Time: 1659.21 ms [2021-10-04 21:09:49 main:574] : INFO : Epoch 1951 | loss: 0.0308874 | val_loss: 0.030869 | Time: 1680.34 ms [2021-10-04 21:09:51 main:574] : INFO : Epoch 1952 | loss: 0.0308414 | val_loss: 0.0308644 | Time: 1678.95 ms [2021-10-04 21:09:53 main:574] : INFO : Epoch 1953 | loss: 0.0308285 | val_loss: 0.0308494 | Time: 1668.26 ms [2021-10-04 21:09:54 main:574] : INFO : Epoch 1954 | loss: 0.0307943 | val_loss: 0.0308375 | Time: 1635.53 ms [2021-10-04 21:09:56 main:574] : INFO : Epoch 1955 | loss: 0.030843 | val_loss: 0.031135 | Time: 1657.37 ms [2021-10-04 21:09:58 main:574] : INFO : Epoch 1956 | loss: 0.031159 | val_loss: 0.0311671 | Time: 1662.73 ms [2021-10-04 21:09:59 main:574] : INFO : Epoch 1957 | loss: 0.0311521 | val_loss: 0.0311385 | Time: 1697.77 ms [2021-10-04 21:10:01 main:574] : INFO : Epoch 1958 | loss: 0.0311275 | val_loss: 0.031105 | Time: 1638.51 ms [2021-10-04 21:10:03 main:574] : INFO : Epoch 1959 | loss: 0.0310945 | val_loss: 0.0310819 | Time: 1660.84 ms [2021-10-04 21:10:04 main:574] : INFO : Epoch 1960 | loss: 0.0310686 | val_loss: 0.0310508 | Time: 1663.96 ms [2021-10-04 21:10:06 main:574] : INFO : Epoch 1961 | loss: 0.0310335 | val_loss: 0.0310142 | Time: 1668.85 ms [2021-10-04 21:10:08 main:574] : INFO : Epoch 1962 | loss: 0.0310015 | val_loss: 0.030995 | Time: 1703.62 ms [2021-10-04 21:10:09 main:574] : INFO : Epoch 1963 | loss: 0.0309732 | val_loss: 0.0309454 | Time: 1766.32 ms [2021-10-04 21:10:11 main:574] : INFO : Epoch 1964 | loss: 0.0309344 | val_loss: 0.0309299 | Time: 1674 ms [2021-10-04 21:10:13 main:574] : INFO : Epoch 1965 | loss: 0.0309188 | val_loss: 0.0309101 | Time: 1675.43 ms [2021-10-04 21:10:15 main:574] : INFO : Epoch 1966 | loss: 0.0308992 | val_loss: 0.0309027 | Time: 1682.59 ms [2021-10-04 21:10:16 main:574] : INFO : Epoch 1967 | loss: 0.0308825 | val_loss: 0.0308899 | Time: 1674.42 ms [2021-10-04 21:10:18 main:574] : INFO : Epoch 1968 | loss: 0.030867 | val_loss: 0.0308741 | Time: 1672.7 ms [2021-10-04 21:10:20 main:574] : INFO : Epoch 1969 | loss: 0.0308661 | val_loss: 0.0308836 | Time: 1639.18 ms [2021-10-04 21:10:21 main:574] : INFO : Epoch 1970 | loss: 0.0308549 | val_loss: 0.0308702 | Time: 1659.17 ms [2021-10-04 21:10:23 main:574] : INFO : Epoch 1971 | loss: 0.0308453 | val_loss: 0.03086 | Time: 1644.02 ms [2021-10-04 21:10:24 main:574] : INFO : Epoch 1972 | loss: 0.030839 | val_loss: 0.0308663 | Time: 1638.69 ms [2021-10-04 21:10:26 main:574] : INFO : Epoch 1973 | loss: 0.0308196 | val_loss: 0.0308449 | Time: 1662.79 ms [2021-10-04 21:10:28 main:574] : INFO : Epoch 1974 | loss: 0.0308101 | val_loss: 0.0308426 | Time: 1672.09 ms [2021-10-04 21:10:30 main:574] : INFO : Epoch 1975 | loss: 0.0308047 | val_loss: 0.0308382 | Time: 1680.87 ms [2021-10-04 21:10:31 main:574] : INFO : Epoch 1976 | loss: 0.0308094 | val_loss: 0.0308465 | Time: 1675.82 ms [2021-10-04 21:10:33 main:574] : INFO : Epoch 1977 | loss: 0.0308111 | val_loss: 0.0308263 | Time: 1656.92 ms [2021-10-04 21:10:35 main:574] : INFO : Epoch 1978 | loss: 0.0308041 | val_loss: 0.0308445 | Time: 1691.39 ms [2021-10-04 21:10:36 main:574] : INFO : Epoch 1979 | loss: 0.0308452 | val_loss: 0.0308769 | Time: 1663.68 ms [2021-10-04 21:10:38 main:574] : INFO : Epoch 1980 | loss: 0.0308628 | val_loss: 0.0308966 | Time: 1662.89 ms [2021-10-04 21:10:40 main:574] : INFO : Epoch 1981 | loss: 0.0308602 | val_loss: 0.0308738 | Time: 1637.71 ms [2021-10-04 21:10:41 main:574] : INFO : Epoch 1982 | loss: 0.0308166 | val_loss: 0.0308322 | Time: 1733.87 ms [2021-10-04 21:10:43 main:574] : INFO : Epoch 1983 | loss: 0.0310734 | val_loss: 0.0312758 | Time: 1666.78 ms [2021-10-04 21:10:45 main:574] : INFO : Epoch 1984 | loss: 0.0313277 | val_loss: 0.0312546 | Time: 1659.57 ms [2021-10-04 21:10:46 main:574] : INFO : Epoch 1985 | loss: 0.0312232 | val_loss: 0.0311963 | Time: 1641.41 ms [2021-10-04 21:10:48 main:574] : INFO : Epoch 1986 | loss: 0.0311899 | val_loss: 0.0311784 | Time: 1714.79 ms [2021-10-04 21:10:50 main:574] : INFO : Epoch 1987 | loss: 0.0311769 | val_loss: 0.0311702 | Time: 1666.28 ms [2021-10-04 21:10:51 main:574] : INFO : Epoch 1988 | loss: 0.0311626 | val_loss: 0.031151 | Time: 1655.89 ms [2021-10-04 21:10:53 main:574] : INFO : Epoch 1989 | loss: 0.0311519 | val_loss: 0.0311464 | Time: 1678.07 ms [2021-10-04 21:10:55 main:574] : INFO : Epoch 1990 | loss: 0.0311373 | val_loss: 0.0311272 | Time: 1684.5 ms [2021-10-04 21:10:56 main:574] : INFO : Epoch 1991 | loss: 0.0311241 | val_loss: 0.0311177 | Time: 1637.49 ms [2021-10-04 21:10:58 main:574] : INFO : Epoch 1992 | loss: 0.0311131 | val_loss: 0.0311079 | Time: 1660.64 ms [2021-10-04 21:11:00 main:574] : INFO : Epoch 1993 | loss: 0.0311011 | val_loss: 0.0311016 | Time: 1671.2 ms [2021-10-04 21:11:01 main:574] : INFO : Epoch 1994 | loss: 0.0310986 | val_loss: 0.0310918 | Time: 1662.51 ms [2021-10-04 21:11:03 main:574] : INFO : Epoch 1995 | loss: 0.0310966 | val_loss: 0.0310852 | Time: 1660.69 ms [2021-10-04 21:11:05 main:574] : INFO : Epoch 1996 | loss: 0.0310887 | val_loss: 0.0310824 | Time: 1658.73 ms [2021-10-04 21:11:06 main:574] : INFO : Epoch 1997 | loss: 0.0311185 | val_loss: 0.0312204 | Time: 1656.21 ms [2021-10-04 21:11:08 main:574] : INFO : Epoch 1998 | loss: 0.031245 | val_loss: 0.0312506 | Time: 1664.6 ms [2021-10-04 21:11:10 main:574] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1646.74 ms [2021-10-04 21:11:11 main:574] : INFO : Epoch 2000 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1636.28 ms [2021-10-04 21:11:13 main:574] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1640 ms [2021-10-04 21:11:15 main:574] : INFO : Epoch 2002 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1664.84 ms [2021-10-04 21:11:16 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1680.38 ms [2021-10-04 21:11:18 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1674.26 ms [2021-10-04 21:11:20 main:574] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1688.11 ms [2021-10-04 21:11:21 main:574] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1664.58 ms [2021-10-04 21:11:23 main:574] : INFO : Epoch 2007 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1643.54 ms [2021-10-04 21:11:25 main:574] : INFO : Epoch 2008 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1642.49 ms [2021-10-04 21:11:26 main:574] : INFO : Epoch 2009 | loss: 0.03125 | val_loss: 0.03125 | Time: 1637.52 ms [2021-10-04 21:11:28 main:574] : INFO : Epoch 2010 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1664.02 ms [2021-10-04 21:11:30 main:574] : INFO : Epoch 2011 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1656.57 ms [2021-10-04 21:11:31 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1704 ms [2021-10-04 21:11:33 main:574] : INFO : Epoch 2013 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1645.18 ms [2021-10-04 21:11:35 main:574] : INFO : Epoch 2014 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1636.37 ms [2021-10-04 21:11:36 main:574] : INFO : Epoch 2015 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1686.63 ms [2021-10-04 21:11:38 main:574] : INFO : Epoch 2016 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 1666.13 ms [2021-10-04 21:11:40 main:574] : INFO : Epoch 2017 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1669.4 ms [2021-10-04 21:11:41 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1668.53 ms [2021-10-04 21:11:43 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1652.64 ms [2021-10-04 21:11:45 main:574] : INFO : Epoch 2020 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1648.91 ms [2021-10-04 21:11:46 main:574] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1663.96 ms [2021-10-04 21:11:48 main:574] : INFO : Epoch 2022 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1665.26 ms [2021-10-04 21:11:50 main:574] : INFO : Epoch 2023 | loss: 0.0312496 | val_loss: 0.0312547 | Time: 1652.88 ms [2021-10-04 21:11:51 main:574] : INFO : Epoch 2024 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1654.62 ms [2021-10-04 21:11:53 main:574] : INFO : Epoch 2025 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1660.73 ms [2021-10-04 21:11:55 main:574] : INFO : Epoch 2026 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1665.31 ms [2021-10-04 21:11:56 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1649.85 ms [2021-10-04 21:11:58 main:574] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1639.74 ms [2021-10-04 21:12:00 main:574] : INFO : Epoch 2029 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1666.62 ms [2021-10-04 21:12:01 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 1662.59 ms [2021-10-04 21:12:03 main:574] : INFO : Epoch 2031 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1647.04 ms [2021-10-04 21:12:05 main:574] : INFO : Epoch 2032 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1658.77 ms [2021-10-04 21:12:06 main:574] : INFO : Epoch 2033 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1684.97 ms [2021-10-04 21:12:08 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1663.2 ms [2021-10-04 21:12:10 main:574] : INFO : Epoch 2035 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1662.03 ms [2021-10-04 21:12:11 main:574] : INFO : Epoch 2036 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1668.65 ms [2021-10-04 21:12:13 main:574] : INFO : Epoch 2037 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1662.76 ms [2021-10-04 21:12:15 main:574] : INFO : Epoch 2038 | loss: 0.0312485 | val_loss: 0.0312509 | Time: 1672.86 ms [2021-10-04 21:12:16 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1678.75 ms [2021-10-04 21:12:18 main:574] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1678.25 ms [2021-10-04 21:12:20 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1664.09 ms [2021-10-04 21:12:21 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1669.2 ms [2021-10-04 21:12:23 main:574] : INFO : Epoch 2043 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1650.72 ms [2021-10-04 21:12:25 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1680 ms [2021-10-04 21:12:26 main:574] : INFO : Epoch 2045 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1702.05 ms [2021-10-04 21:12:28 main:574] : INFO : Epoch 2046 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1695.37 ms [2021-10-04 21:12:30 main:574] : INFO : Epoch 2047 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1713.64 ms [2021-10-04 21:12:32 main:574] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1660.12 ms [2021-10-04 21:12:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03125 [2021-10-04 21:12:32 main:603] : INFO : Saving end state to config to file [2021-10-04 21:12:32 main:608] : INFO : Success, exiting.. 21:12:32 (10060): 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)