Task 13846652
| Name | ParityModified-1647041974-7530-3-0_0 |
| Workunit | 10926292 |
| Created | 27 Mar 2022, 10:59:40 UTC |
| Sent | 1 Apr 2022, 3:26:19 UTC |
| Report deadline | 9 Apr 2022, 3:26:19 UTC |
| Received | 1 Apr 2022, 6:30:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 52 min 21 sec |
| CPU time | 51 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4:33 main:574] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.0312178 | Time: 1608.65 ms [2022-04-01 05:44:34 main:574] : INFO : Epoch 1572 | loss: 0.0311709 | val_loss: 0.0312129 | Time: 1621.85 ms [2022-04-01 05:44:36 main:574] : INFO : Epoch 1573 | loss: 0.031169 | val_loss: 0.0312162 | Time: 1550.21 ms [2022-04-01 05:44:37 main:574] : INFO : Epoch 1574 | loss: 0.0311733 | val_loss: 0.0312279 | Time: 1553.41 ms [2022-04-01 05:44:39 main:574] : INFO : Epoch 1575 | loss: 0.0311672 | val_loss: 0.0312203 | Time: 1544.38 ms [2022-04-01 05:44:40 main:574] : INFO : Epoch 1576 | loss: 0.031171 | val_loss: 0.0312117 | Time: 1567.49 ms [2022-04-01 05:44:42 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.0312146 | Time: 1646.66 ms [2022-04-01 05:44:44 main:574] : INFO : Epoch 1578 | loss: 0.0311708 | val_loss: 0.0312171 | Time: 1546.69 ms [2022-04-01 05:44:45 main:574] : INFO : Epoch 1579 | loss: 0.0311805 | val_loss: 0.0312142 | Time: 1614 ms [2022-04-01 05:44:47 main:574] : INFO : Epoch 1580 | loss: 0.0311724 | val_loss: 0.031215 | Time: 1771.19 ms [2022-04-01 05:44:49 main:574] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0312107 | Time: 1643.29 ms [2022-04-01 05:44:50 main:574] : INFO : Epoch 1582 | loss: 0.0311744 | val_loss: 0.0312137 | Time: 1528.9 ms [2022-04-01 05:44:52 main:574] : INFO : Epoch 1583 | loss: 0.0311699 | val_loss: 0.0312162 | Time: 1510.49 ms [2022-04-01 05:44:53 main:574] : INFO : Epoch 1584 | loss: 0.0311722 | val_loss: 0.0312182 | Time: 1610.21 ms [2022-04-01 05:44:55 main:574] : INFO : Epoch 1585 | loss: 0.0311682 | val_loss: 0.0312194 | Time: 1637.02 ms [2022-04-01 05:44:56 main:574] : INFO : Epoch 1586 | loss: 0.031167 | val_loss: 0.0312185 | Time: 1534.11 ms [2022-04-01 05:44:58 main:574] : INFO : Epoch 1587 | loss: 0.031168 | val_loss: 0.0312211 | Time: 1575.26 ms [2022-04-01 05:45:00 main:574] : INFO : Epoch 1588 | loss: 0.0311668 | val_loss: 0.0312159 | Time: 1562.76 ms [2022-04-01 05:45:01 main:574] : INFO : Epoch 1589 | loss: 0.0311665 | val_loss: 0.0312209 | Time: 1589.42 ms [2022-04-01 05:45:03 main:574] : INFO : Epoch 1590 | loss: 0.0311661 | val_loss: 0.0312166 | Time: 1623.54 ms [2022-04-01 05:45:05 main:574] : INFO : Epoch 1591 | loss: 0.0311697 | val_loss: 0.0312163 | Time: 1764.06 ms [2022-04-01 05:45:06 main:574] : INFO : Epoch 1592 | loss: 0.0311678 | val_loss: 0.031214 | Time: 1645.51 ms [2022-04-01 05:45:08 main:574] : INFO : Epoch 1593 | loss: 0.0311631 | val_loss: 0.0312161 | Time: 1691.57 ms [2022-04-01 05:45:10 main:574] : INFO : Epoch 1594 | loss: 0.031164 | val_loss: 0.0312251 | Time: 1588.26 ms [2022-04-01 05:45:11 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0312151 | Time: 1597.95 ms [2022-04-01 05:45:13 main:574] : INFO : Epoch 1596 | loss: 0.0311629 | val_loss: 0.0312258 | Time: 1600.64 ms [2022-04-01 05:45:14 main:574] : INFO : Epoch 1597 | loss: 0.0311653 | val_loss: 0.0312223 | Time: 1574.86 ms [2022-04-01 05:45:16 main:574] : INFO : Epoch 1598 | loss: 0.0311661 | val_loss: 0.0312244 | Time: 1582.53 ms [2022-04-01 05:45:18 main:574] : INFO : Epoch 1599 | loss: 0.0311705 | val_loss: 0.0312229 | Time: 1562.54 ms [2022-04-01 05:45:19 main:574] : INFO : Epoch 1600 | loss: 0.0311703 | val_loss: 0.03122 | Time: 1650.02 ms [2022-04-01 05:45:21 main:574] : INFO : Epoch 1601 | loss: 0.0311652 | val_loss: 0.0312193 | Time: 1579.27 ms [2022-04-01 05:45:22 main:574] : INFO : Epoch 1602 | loss: 0.0311623 | val_loss: 0.0312259 | Time: 1610.64 ms [2022-04-01 05:45:24 main:574] : INFO : Epoch 1603 | loss: 0.0311667 | val_loss: 0.0312213 | Time: 1554.88 ms [2022-04-01 05:45:26 main:574] : INFO : Epoch 1604 | loss: 0.0311744 | val_loss: 0.0312179 | Time: 1568.92 ms [2022-04-01 05:45:27 main:574] : INFO : Epoch 1605 | loss: 0.031169 | val_loss: 0.0312201 | Time: 1603.72 ms [2022-04-01 05:45:29 main:574] : INFO : Epoch 1606 | loss: 0.0311694 | val_loss: 0.0312135 | Time: 1543.13 ms [2022-04-01 05:45:30 main:574] : INFO : Epoch 1607 | loss: 0.0311655 | val_loss: 0.0312192 | Time: 1584.84 ms [2022-04-01 05:45:32 main:574] : INFO : Epoch 1608 | loss: 0.031165 | val_loss: 0.0312173 | Time: 1626.88 ms [2022-04-01 05:45:34 main:574] : INFO : Epoch 1609 | loss: 0.0311662 | val_loss: 0.0312217 | Time: 1659.06 ms [2022-04-01 05:45:35 main:574] : INFO : Epoch 1610 | loss: 0.031165 | val_loss: 0.0312232 | Time: 1643.65 ms [2022-04-01 05:45:37 main:574] : INFO : Epoch 1611 | loss: 0.0311692 | val_loss: 0.0312216 | Time: 1599.71 ms [2022-04-01 05:45:38 main:574] : INFO : Epoch 1612 | loss: 0.0311723 | val_loss: 0.0312231 | Time: 1626.15 ms [2022-04-01 05:45:40 main:574] : INFO : Epoch 1613 | loss: 0.0311695 | val_loss: 0.0312296 | Time: 1547.14 ms [2022-04-01 05:45:42 main:574] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.0312201 | Time: 1575.84 ms [2022-04-01 05:45:43 main:574] : INFO : Epoch 1615 | loss: 0.0311671 | val_loss: 0.0312183 | Time: 1622.82 ms [2022-04-01 05:45:45 main:574] : INFO : Epoch 1616 | loss: 0.0311735 | val_loss: 0.0312323 | Time: 1622.32 ms [2022-04-01 05:45:46 main:574] : INFO : Epoch 1617 | loss: 0.0311731 | val_loss: 0.0312246 | Time: 1677.74 ms [2022-04-01 05:45:48 main:574] : INFO : Epoch 1618 | loss: 0.0311707 | val_loss: 0.0312149 | Time: 1732.51 ms [2022-04-01 05:45:50 main:574] : INFO : Epoch 1619 | loss: 0.0311673 | val_loss: 0.0312135 | Time: 1697.9 ms [2022-04-01 05:45:52 main:574] : INFO : Epoch 1620 | loss: 0.0311682 | val_loss: 0.031223 | Time: 1642.15 ms [2022-04-01 05:45:53 main:574] : INFO : Epoch 1621 | loss: 0.0311677 | val_loss: 0.0312208 | Time: 1527.62 ms [2022-04-01 05:45:55 main:574] : INFO : Epoch 1622 | loss: 0.0311716 | val_loss: 0.0312263 | Time: 1576.83 ms [2022-04-01 05:45:56 main:574] : INFO : Epoch 1623 | loss: 0.0311675 | val_loss: 0.0312221 | Time: 1562.88 ms [2022-04-01 05:45:58 main:574] : INFO : Epoch 1624 | loss: 0.0311639 | val_loss: 0.031229 | Time: 1606.4 ms [2022-04-01 05:45:59 main:574] : INFO : Epoch 1625 | loss: 0.0311656 | val_loss: 0.0312295 | Time: 1593.78 ms [2022-04-01 05:46:01 main:574] : INFO : Epoch 1626 | loss: 0.0311739 | val_loss: 0.0312205 | Time: 1572.65 ms [2022-04-01 05:46:03 main:574] : INFO : Epoch 1627 | loss: 0.0311716 | val_loss: 0.0312173 | Time: 1579 ms [2022-04-01 05:46:04 main:574] : INFO : Epoch 1628 | loss: 0.0311701 | val_loss: 0.0312219 | Time: 1616.23 ms [2022-04-01 05:46:06 main:574] : INFO : Epoch 1629 | loss: 0.0311665 | val_loss: 0.0312233 | Time: 1727.22 ms [2022-04-01 05:46:08 main:574] : INFO : Epoch 1630 | loss: 0.0311716 | val_loss: 0.0312143 | Time: 1666.67 ms [2022-04-01 05:46:09 main:574] : INFO : Epoch 1631 | loss: 0.0311713 | val_loss: 0.0312161 | Time: 1560.17 ms [2022-04-01 05:46:11 main:574] : INFO : Epoch 1632 | loss: 0.0311702 | val_loss: 0.0312203 | Time: 1587.86 ms [2022-04-01 05:46:12 main:574] : INFO : Epoch 1633 | loss: 0.0311687 | val_loss: 0.0312193 | Time: 1537.44 ms [2022-04-01 05:46:14 main:574] : INFO : Epoch 1634 | loss: 0.0311657 | val_loss: 0.0312283 | Time: 1556.65 ms [2022-04-01 05:46:15 main:574] : INFO : Epoch 1635 | loss: 0.0311666 | val_loss: 0.0312163 | Time: 1558.48 ms [2022-04-01 05:46:17 main:574] : INFO : Epoch 1636 | loss: 0.0311651 | val_loss: 0.0312242 | Time: 1528.05 ms [2022-04-01 05:46:19 main:574] : INFO : Epoch 1637 | loss: 0.0311658 | val_loss: 0.0312183 | Time: 1682.32 ms [2022-04-01 05:46:20 main:574] : INFO : Epoch 1638 | loss: 0.0311637 | val_loss: 0.0312168 | Time: 1679.27 ms [2022-04-01 05:46:22 main:574] : INFO : Epoch 1639 | loss: 0.0311633 | val_loss: 0.0312279 | Time: 1554.56 ms [2022-04-01 05:46:24 main:574] : INFO : Epoch 1640 | loss: 0.0311657 | val_loss: 0.0312196 | Time: 1604.36 ms [2022-04-01 05:46:25 main:574] : INFO : Epoch 1641 | loss: 0.031171 | val_loss: 0.0312213 | Time: 1583.31 ms [2022-04-01 05:46:27 main:574] : INFO : Epoch 1642 | loss: 0.0311683 | val_loss: 0.0312156 | Time: 1530.92 ms [2022-04-01 05:46:28 main:574] : INFO : Epoch 1643 | loss: 0.0311674 | val_loss: 0.0312154 | Time: 1555.1 ms [2022-04-01 05:46:30 main:574] : INFO : Epoch 1644 | loss: 0.0311704 | val_loss: 0.0312118 | Time: 1585.64 ms [2022-04-01 05:46:32 main:574] : INFO : Epoch 1645 | loss: 0.0311658 | val_loss: 0.0312184 | Time: 1696.47 ms [2022-04-01 05:46:33 main:574] : INFO : Epoch 1646 | loss: 0.0311683 | val_loss: 0.0312178 | Time: 1541.15 ms [2022-04-01 05:46:35 main:574] : INFO : Epoch 1647 | loss: 0.0311642 | val_loss: 0.0312159 | Time: 1676.94 ms [2022-04-01 05:46:36 main:574] : INFO : Epoch 1648 | loss: 0.0311622 | val_loss: 0.0312163 | Time: 1590.38 ms [2022-04-01 05:46:38 main:574] : INFO : Epoch 1649 | loss: 0.0311617 | val_loss: 0.0312153 | Time: 1545.75 ms [2022-04-01 05:46:39 main:574] : INFO : Epoch 1650 | loss: 0.0311603 | val_loss: 0.0312259 | Time: 1558.61 ms [2022-04-01 05:46:41 main:574] : INFO : Epoch 1651 | loss: 0.0311598 | val_loss: 0.0312197 | Time: 1529.35 ms [2022-04-01 05:46:43 main:574] : INFO : Epoch 1652 | loss: 0.03116 | val_loss: 0.0312357 | Time: 1620.11 ms [2022-04-01 05:46:44 main:574] : INFO : Epoch 1653 | loss: 0.0311654 | val_loss: 0.031212 | Time: 1661.06 ms [2022-04-01 05:46:46 main:574] : INFO : Epoch 1654 | loss: 0.0311609 | val_loss: 0.0312255 | Time: 1562.77 ms [2022-04-01 05:46:47 main:574] : INFO : Epoch 1655 | loss: 0.0311657 | val_loss: 0.0312166 | Time: 1575.44 ms [2022-04-01 05:46:49 main:574] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0312193 | Time: 1605.33 ms [2022-04-01 05:46:51 main:574] : INFO : Epoch 1657 | loss: 0.0311695 | val_loss: 0.0312138 | Time: 1711.73 ms [2022-04-01 05:46:52 main:574] : INFO : Epoch 1658 | loss: 0.0311727 | val_loss: 0.0312219 | Time: 1672.02 ms [2022-04-01 05:46:54 main:574] : INFO : Epoch 1659 | loss: 0.0311639 | val_loss: 0.031217 | Time: 1601.5 ms [2022-04-01 05:46:56 main:574] : INFO : Epoch 1660 | loss: 0.0311641 | val_loss: 0.0312203 | Time: 1562.65 ms [2022-04-01 05:46:57 main:574] : INFO : Epoch 1661 | loss: 0.0311691 | val_loss: 0.0312371 | Time: 1613.97 ms [2022-04-01 05:46:59 main:574] : INFO : Epoch 1662 | loss: 0.0311765 | val_loss: 0.0312272 | Time: 1627.45 ms [2022-04-01 05:47:00 main:574] : INFO : Epoch 1663 | loss: 0.0311687 | val_loss: 0.0312184 | Time: 1611.98 ms [2022-04-01 05:47:02 main:574] : INFO : Epoch 1664 | loss: 0.0311661 | val_loss: 0.0312144 | Time: 1588.96 ms [2022-04-01 05:47:04 main:574] : INFO : Epoch 1665 | loss: 0.0311641 | val_loss: 0.0312192 | Time: 1539.88 ms [2022-04-01 05:47:05 main:574] : INFO : Epoch 1666 | loss: 0.0311651 | val_loss: 0.0312266 | Time: 1699.62 ms [2022-04-01 05:47:07 main:574] : INFO : Epoch 1667 | loss: 0.0311766 | val_loss: 0.0312168 | Time: 1701.81 ms [2022-04-01 05:47:09 main:574] : INFO : Epoch 1668 | loss: 0.0311741 | val_loss: 0.0312168 | Time: 1729.7 ms [2022-04-01 05:47:10 main:574] : INFO : Epoch 1669 | loss: 0.0311657 | val_loss: 0.0312205 | Time: 1595.59 ms [2022-04-01 05:47:12 main:574] : INFO : Epoch 1670 | loss: 0.0311685 | val_loss: 0.0312178 | Time: 1621.78 ms [2022-04-01 05:47:13 main:574] : INFO : Epoch 1671 | loss: 0.0311658 | val_loss: 0.0312139 | Time: 1525.21 ms [2022-04-01 05:47:15 main:574] : INFO : Epoch 1672 | loss: 0.0311627 | val_loss: 0.0312123 | Time: 1590.34 ms [2022-04-01 05:47:17 main:574] : INFO : Epoch 1673 | loss: 0.0311627 | val_loss: 0.0312337 | Time: 1564.08 ms [2022-04-01 05:47:18 main:574] : INFO : Epoch 1674 | loss: 0.0311625 | val_loss: 0.0312134 | Time: 1619.24 ms [2022-04-01 05:47:20 main:574] : INFO : Epoch 1675 | loss: 0.0311639 | val_loss: 0.0312132 | Time: 1587.86 ms [2022-04-01 05:47:21 main:574] : INFO : Epoch 1676 | loss: 0.0311617 | val_loss: 0.031223 | Time: 1573.41 ms [2022-04-01 05:47:23 main:574] : INFO : Epoch 1677 | loss: 0.0311613 | val_loss: 0.0312217 | Time: 1561.66 ms [2022-04-01 05:47:25 main:574] : INFO : Epoch 1678 | loss: 0.0311624 | val_loss: 0.031221 | Time: 1554.43 ms [2022-04-01 05:47:26 main:574] : INFO : Epoch 1679 | loss: 0.0311582 | val_loss: 0.0312182 | Time: 1576.52 ms [2022-04-01 05:47:28 main:574] : INFO : Epoch 1680 | loss: 0.0311591 | val_loss: 0.0312268 | Time: 1539.41 ms [2022-04-01 05:47:29 main:574] : INFO : Epoch 1681 | loss: 0.0311685 | val_loss: 0.0312138 | Time: 1619.96 ms [2022-04-01 05:47:31 main:574] : INFO : Epoch 1682 | loss: 0.0311632 | val_loss: 0.0312153 | Time: 1591.82 ms [2022-04-01 05:47:33 main:574] : INFO : Epoch 1683 | loss: 0.0311605 | val_loss: 0.0312209 | Time: 1618.08 ms [2022-04-01 05:47:34 main:574] : INFO : Epoch 1684 | loss: 0.0311597 | val_loss: 0.0312276 | Time: 1557.04 ms [2022-04-01 05:47:36 main:574] : INFO : Epoch 1685 | loss: 0.0311561 | val_loss: 0.0312152 | Time: 1637.01 ms [2022-04-01 05:47:37 main:574] : INFO : Epoch 1686 | loss: 0.031165 | val_loss: 0.0312154 | Time: 1598.6 ms [2022-04-01 05:47:39 main:574] : INFO : Epoch 1687 | loss: 0.0311643 | val_loss: 0.0312308 | Time: 1588.35 ms [2022-04-01 05:47:41 main:574] : INFO : Epoch 1688 | loss: 0.0311627 | val_loss: 0.0312195 | Time: 1627.95 ms [2022-04-01 05:47:42 main:574] : INFO : Epoch 1689 | loss: 0.0311586 | val_loss: 0.031229 | Time: 1648.3 ms [2022-04-01 05:47:44 main:574] : INFO : Epoch 1690 | loss: 0.0311582 | val_loss: 0.0312227 | Time: 1603.53 ms [2022-04-01 05:47:45 main:574] : INFO : Epoch 1691 | loss: 0.0311601 | val_loss: 0.0312198 | Time: 1589.92 ms [2022-04-01 05:47:47 main:574] : INFO : Epoch 1692 | loss: 0.0311579 | val_loss: 0.0312218 | Time: 1566.01 ms [2022-04-01 05:47:49 main:574] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0312325 | Time: 1572.19 ms [2022-04-01 05:47:50 main:574] : INFO : Epoch 1694 | loss: 0.0311604 | val_loss: 0.0312173 | Time: 1668.4 ms [2022-04-01 05:47:52 main:574] : INFO : Epoch 1695 | loss: 0.0311618 | val_loss: 0.0312232 | Time: 1726.32 ms [2022-04-01 05:47:54 main:574] : INFO : Epoch 1696 | loss: 0.0311627 | val_loss: 0.031216 | Time: 1658.13 ms [2022-04-01 05:47:55 main:574] : INFO : Epoch 1697 | loss: 0.0311661 | val_loss: 0.0312288 | Time: 1585.4 ms [2022-04-01 05:47:57 main:574] : INFO : Epoch 1698 | loss: 0.0311553 | val_loss: 0.0312191 | Time: 1570.4 ms [2022-04-01 05:47:58 main:574] : INFO : Epoch 1699 | loss: 0.0311608 | val_loss: 0.0312186 | Time: 1647.23 ms [2022-04-01 05:48:00 main:574] : INFO : Epoch 1700 | loss: 0.0311619 | val_loss: 0.0312224 | Time: 1645.89 ms [2022-04-01 05:48:02 main:574] : INFO : Epoch 1701 | loss: 0.0311604 | val_loss: 0.0312292 | Time: 1643.35 ms [2022-04-01 05:48:03 main:574] : INFO : Epoch 1702 | loss: 0.0311635 | val_loss: 0.0312286 | Time: 1645.49 ms [2022-04-01 05:48:05 main:574] : INFO : Epoch 1703 | loss: 0.0311733 | val_loss: 0.0312184 | Time: 1589.46 ms [2022-04-01 05:48:07 main:574] : INFO : Epoch 1704 | loss: 0.0311682 | val_loss: 0.0312191 | Time: 1644.24 ms [2022-04-01 05:48:08 main:574] : INFO : Epoch 1705 | loss: 0.0311672 | val_loss: 0.0312307 | Time: 1621.25 ms [2022-04-01 05:48:10 main:574] : INFO : Epoch 1706 | loss: 0.0311744 | val_loss: 0.0312222 | Time: 1761.51 ms [2022-04-01 05:48:12 main:574] : INFO : Epoch 1707 | loss: 0.0311606 | val_loss: 0.0312178 | Time: 1656.64 ms [2022-04-01 05:48:13 main:574] : INFO : Epoch 1708 | loss: 0.0311592 | val_loss: 0.0312241 | Time: 1682.45 ms [2022-04-01 05:48:15 main:574] : INFO : Epoch 1709 | loss: 0.0311594 | val_loss: 0.0312213 | Time: 1704.19 ms [2022-04-01 05:48:17 main:574] : INFO : Epoch 1710 | loss: 0.0311647 | val_loss: 0.03122 | Time: 1685.04 ms [2022-04-01 05:48:18 main:574] : INFO : Epoch 1711 | loss: 0.0311621 | val_loss: 0.0312253 | Time: 1665.78 ms [2022-04-01 05:48:20 main:574] : INFO : Epoch 1712 | loss: 0.0311551 | val_loss: 0.0312224 | Time: 1668.65 ms [2022-04-01 05:48:22 main:574] : INFO : Epoch 1713 | loss: 0.0311541 | val_loss: 0.031223 | Time: 1736.65 ms [2022-04-01 05:48:24 main:574] : INFO : Epoch 1714 | loss: 0.0311523 | val_loss: 0.031237 | Time: 1722.07 ms [2022-04-01 05:48:25 main:574] : INFO : Epoch 1715 | loss: 0.0311624 | val_loss: 0.0312238 | Time: 1621.75 ms [2022-04-01 05:48:27 main:574] : INFO : Epoch 1716 | loss: 0.0311574 | val_loss: 0.0312189 | Time: 1583.69 ms [2022-04-01 05:48:28 main:574] : INFO : Epoch 1717 | loss: 0.031154 | val_loss: 0.0312281 | Time: 1606.15 ms [2022-04-01 05:48:30 main:574] : INFO : Epoch 1718 | loss: 0.0311552 | val_loss: 0.0312299 | Time: 1565.67 ms [2022-04-01 05:48:32 main:574] : INFO : Epoch 1719 | loss: 0.0311581 | val_loss: 0.031219 | Time: 1569.83 ms [2022-04-01 05:48:33 main:574] : INFO : Epoch 1720 | loss: 0.0311576 | val_loss: 0.0312204 | Time: 1647.6 ms [2022-04-01 05:48:35 main:574] : INFO : Epoch 1721 | loss: 0.0311567 | val_loss: 0.0312241 | Time: 1598.62 ms [2022-04-01 05:48:36 main:574] : INFO : Epoch 1722 | loss: 0.0311583 | val_loss: 0.0312243 | Time: 1628.3 ms [2022-04-01 05:48:38 main:574] : INFO : Epoch 1723 | loss: 0.0311614 | val_loss: 0.0312247 | Time: 1570.79 ms [2022-04-01 05:48:40 main:574] : INFO : Epoch 1724 | loss: 0.0311591 | val_loss: 0.031225 | Time: 1575.68 ms [2022-04-01 05:48:41 main:574] : INFO : Epoch 1725 | loss: 0.0311573 | val_loss: 0.0312264 | Time: 1567.29 ms [2022-04-01 05:48:43 main:574] : INFO : Epoch 1726 | loss: 0.031156 | val_loss: 0.0312235 | Time: 1559.14 ms [2022-04-01 05:48:44 main:574] : INFO : Epoch 1727 | loss: 0.031163 | val_loss: 0.0312308 | Time: 1574.44 ms [2022-04-01 05:48:46 main:574] : INFO : Epoch 1728 | loss: 0.0311649 | val_loss: 0.0312177 | Time: 1575.47 ms [2022-04-01 05:48:48 main:574] : INFO : Epoch 1729 | loss: 0.0311562 | val_loss: 0.0312225 | Time: 1669.85 ms [2022-04-01 05:48:49 main:574] : INFO : Epoch 1730 | loss: 0.0311556 | val_loss: 0.03122 | Time: 1543.63 ms [2022-04-01 05:48:51 main:574] : INFO : Epoch 1731 | loss: 0.0311583 | val_loss: 0.0312325 | Time: 1561.95 ms [2022-04-01 05:48:52 main:574] : INFO : Epoch 1732 | loss: 0.0311583 | val_loss: 0.0312151 | Time: 1642.08 ms [2022-04-01 05:48:54 main:574] : INFO : Epoch 1733 | loss: 0.0311615 | val_loss: 0.0312247 | Time: 1691.93 ms [2022-04-01 05:48:56 main:574] : INFO : Epoch 1734 | loss: 0.0311601 | val_loss: 0.0312206 | Time: 1544.27 ms [2022-04-01 05:48:57 main:574] : INFO : Epoch 1735 | loss: 0.0311588 | val_loss: 0.0312142 | Time: 1546.88 ms [2022-04-01 05:48:59 main:574] : INFO : Epoch 1736 | loss: 0.0311635 | val_loss: 0.0312277 | Time: 1580.73 ms [2022-04-01 05:49:00 main:574] : INFO : Epoch 1737 | loss: 0.0311599 | val_loss: 0.0312262 | Time: 1641.03 ms [2022-04-01 05:49:02 main:574] : INFO : Epoch 1738 | loss: 0.0311572 | val_loss: 0.0312277 | Time: 1602.04 ms [2022-04-01 05:49:04 main:574] : INFO : Epoch 1739 | loss: 0.0311573 | val_loss: 0.03122 | Time: 1580.67 ms [2022-04-01 05:49:05 main:574] : INFO : Epoch 1740 | loss: 0.0311639 | val_loss: 0.0312185 | Time: 1583.54 ms [2022-04-01 05:49:07 main:574] : INFO : Epoch 1741 | loss: 0.0311701 | val_loss: 0.0312234 | Time: 1579.57 ms [2022-04-01 05:49:08 main:574] : INFO : Epoch 1742 | loss: 0.0311672 | val_loss: 0.0312268 | Time: 1631.84 ms [2022-04-01 05:49:10 main:574] : INFO : Epoch 1743 | loss: 0.0311635 | val_loss: 0.0312157 | Time: 1706.46 ms [2022-04-01 05:49:12 main:574] : INFO : Epoch 1744 | loss: 0.0311588 | val_loss: 0.0312281 | Time: 1767.11 ms [2022-04-01 05:49:14 main:574] : INFO : Epoch 1745 | loss: 0.0311571 | val_loss: 0.0312253 | Time: 1664.35 ms [2022-04-01 05:49:15 main:574] : INFO : Epoch 1746 | loss: 0.0311598 | val_loss: 0.0312262 | Time: 1707.03 ms [2022-04-01 05:49:17 main:574] : INFO : Epoch 1747 | loss: 0.0311573 | val_loss: 0.0312224 | Time: 1596.48 ms [2022-04-01 05:49:18 main:574] : INFO : Epoch 1748 | loss: 0.0311589 | val_loss: 0.0312233 | Time: 1566.61 ms [2022-04-01 05:49:20 main:574] : INFO : Epoch 1749 | loss: 0.0311558 | val_loss: 0.0312273 | Time: 1533.97 ms [2022-04-01 05:49:22 main:574] : INFO : Epoch 1750 | loss: 0.0311609 | val_loss: 0.0312292 | Time: 1577.07 ms [2022-04-01 05:49:23 main:574] : INFO : Epoch 1751 | loss: 0.0311713 | val_loss: 0.0312289 | Time: 1658.79 ms [2022-04-01 05:49:25 main:574] : INFO : Epoch 1752 | loss: 0.0311696 | val_loss: 0.0312289 | Time: 1638.01 ms [2022-04-01 05:49:26 main:574] : INFO : Epoch 1753 | loss: 0.031164 | val_loss: 0.0312258 | Time: 1566.76 ms [2022-04-01 05:49:28 main:574] : INFO : Epoch 1754 | loss: 0.031169 | val_loss: 0.0312331 | Time: 1614.7 ms [2022-04-01 05:49:30 main:574] : INFO : Epoch 1755 | loss: 0.0311584 | val_loss: 0.0312281 | Time: 1560.37 ms [2022-04-01 05:49:31 main:574] : INFO : Epoch 1756 | loss: 0.0311628 | val_loss: 0.0312214 | Time: 1593.98 ms [2022-04-01 05:49:33 main:574] : INFO : Epoch 1757 | loss: 0.0311641 | val_loss: 0.0312273 | Time: 1554.91 ms [2022-04-01 05:49:34 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0312432 | Time: 1550.28 ms [2022-04-01 05:49:36 main:574] : INFO : Epoch 1759 | loss: 0.0311711 | val_loss: 0.0312239 | Time: 1641.92 ms [2022-04-01 05:49:38 main:574] : INFO : Epoch 1760 | loss: 0.031161 | val_loss: 0.0312229 | Time: 1584.34 ms [2022-04-01 05:49:39 main:574] : INFO : Epoch 1761 | loss: 0.031161 | val_loss: 0.0312284 | Time: 1583.97 ms [2022-04-01 05:49:41 main:574] : INFO : Epoch 1762 | loss: 0.0311593 | val_loss: 0.031226 | Time: 1632.06 ms [2022-04-01 05:49:42 main:574] : INFO : Epoch 1763 | loss: 0.0311522 | val_loss: 0.0312276 | Time: 1582.1 ms [2022-04-01 05:49:44 main:574] : INFO : Epoch 1764 | loss: 0.0311536 | val_loss: 0.0312287 | Time: 1611.12 ms [2022-04-01 05:49:46 main:574] : INFO : Epoch 1765 | loss: 0.0311506 | val_loss: 0.031224 | Time: 1569.64 ms [2022-04-01 05:49:47 main:574] : INFO : Epoch 1766 | loss: 0.0311551 | val_loss: 0.031225 | Time: 1648.84 ms [2022-04-01 05:49:49 main:574] : INFO : Epoch 1767 | loss: 0.0311543 | val_loss: 0.0312219 | Time: 1656.79 ms [2022-04-01 05:49:50 main:574] : INFO : Epoch 1768 | loss: 0.0311625 | val_loss: 0.0312238 | Time: 1571.89 ms [2022-04-01 05:49:52 main:574] : INFO : Epoch 1769 | loss: 0.0311652 | val_loss: 0.0312195 | Time: 1623.96 ms [2022-04-01 05:49:54 main:574] : INFO : Epoch 1770 | loss: 0.0311597 | val_loss: 0.0312268 | Time: 1662.2 ms [2022-04-01 05:49:55 main:574] : INFO : Epoch 1771 | loss: 0.0311581 | val_loss: 0.0312206 | Time: 1649.01 ms [2022-04-01 05:49:57 main:574] : INFO : Epoch 1772 | loss: 0.0311589 | val_loss: 0.0312231 | Time: 1732.02 ms [2022-04-01 05:49:59 main:574] : INFO : Epoch 1773 | loss: 0.0311586 | val_loss: 0.0312205 | Time: 1562.9 ms [2022-04-01 05:50:00 main:574] : INFO : Epoch 1774 | loss: 0.031155 | val_loss: 0.0312219 | Time: 1638.12 ms [2022-04-01 05:50:02 main:574] : INFO : Epoch 1775 | loss: 0.0311582 | val_loss: 0.0312257 | Time: 1583.66 ms [2022-04-01 05:50:03 main:574] : INFO : Epoch 1776 | loss: 0.0311571 | val_loss: 0.0312336 | Time: 1604.87 ms [2022-04-01 05:50:05 main:574] : INFO : Epoch 1777 | loss: 0.0311538 | val_loss: 0.0312217 | Time: 1556.42 ms [2022-04-01 05:50:07 main:574] : INFO : Epoch 1778 | loss: 0.0311579 | val_loss: 0.0312253 | Time: 1574.91 ms [2022-04-01 05:50:08 main:574] : INFO : Epoch 1779 | loss: 0.031159 | val_loss: 0.0312189 | Time: 1577.58 ms [2022-04-01 05:50:10 main:574] : INFO : Epoch 1780 | loss: 0.0311623 | val_loss: 0.0312211 | Time: 1630.05 ms [2022-04-01 05:50:12 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0312285 | Time: 1743.44 ms [2022-04-01 05:50:13 main:574] : INFO : Epoch 1782 | loss: 0.0311584 | val_loss: 0.0312195 | Time: 1770.16 ms [2022-04-01 05:50:15 main:574] : INFO : Epoch 1783 | loss: 0.0311542 | val_loss: 0.0312245 | Time: 1621.5 ms [2022-04-01 05:50:17 main:574] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.0312235 | Time: 1656.87 ms [2022-04-01 05:50:18 main:574] : INFO : Epoch 1785 | loss: 0.0311677 | val_loss: 0.0312202 | Time: 1597.99 ms [2022-04-01 05:50:20 main:574] : INFO : Epoch 1786 | loss: 0.0311648 | val_loss: 0.0312188 | Time: 1606.14 ms [2022-04-01 05:50:21 main:574] : INFO : Epoch 1787 | loss: 0.0311635 | val_loss: 0.0312159 | Time: 1556.15 ms [2022-04-01 05:50:23 main:574] : INFO : Epoch 1788 | loss: 0.0311648 | val_loss: 0.0312173 | Time: 1624.1 ms [2022-04-01 05:50:25 main:574] : INFO : Epoch 1789 | loss: 0.0311615 | val_loss: 0.0312216 | Time: 1669.02 ms [2022-04-01 05:50:26 main:574] : INFO : Epoch 1790 | loss: 0.0311562 | val_loss: 0.0312222 | Time: 1640.59 ms [2022-04-01 05:50:28 main:574] : INFO : Epoch 1791 | loss: 0.0311577 | val_loss: 0.0312269 | Time: 1561.68 ms [2022-04-01 05:50:29 main:574] : INFO : Epoch 1792 | loss: 0.0311548 | val_loss: 0.0312302 | Time: 1520.37 ms [2022-04-01 05:50:31 main:574] : INFO : Epoch 1793 | loss: 0.0311523 | val_loss: 0.0312239 | Time: 1575.55 ms [2022-04-01 05:50:33 main:574] : INFO : Epoch 1794 | loss: 0.0311604 | val_loss: 0.0312215 | Time: 1604.09 ms [2022-04-01 05:50:34 main:574] : INFO : Epoch 1795 | loss: 0.0311613 | val_loss: 0.0312208 | Time: 1550.69 ms [2022-04-01 05:50:36 main:574] : INFO : Epoch 1796 | loss: 0.0311556 | val_loss: 0.0312214 | Time: 1583.29 ms [2022-04-01 05:50:37 main:574] : INFO : Epoch 1797 | loss: 0.0311568 | val_loss: 0.0312197 | Time: 1627.78 ms [2022-04-01 05:50:39 main:574] : INFO : Epoch 1798 | loss: 0.0311557 | val_loss: 0.0312285 | Time: 1598.42 ms [2022-04-01 05:50:41 main:574] : INFO : Epoch 1799 | loss: 0.0311595 | val_loss: 0.0312228 | Time: 1622.88 ms [2022-04-01 05:50:42 main:574] : INFO : Epoch 1800 | loss: 0.0311534 | val_loss: 0.0312216 | Time: 1599.09 ms [2022-04-01 05:50:44 main:574] : INFO : Epoch 1801 | loss: 0.0311586 | val_loss: 0.0312158 | Time: 1553.53 ms [2022-04-01 05:50:45 main:574] : INFO : Epoch 1802 | loss: 0.0311557 | val_loss: 0.03122 | Time: 1580.66 ms [2022-04-01 05:50:47 main:574] : INFO : Epoch 1803 | loss: 0.0311563 | val_loss: 0.0312222 | Time: 1592.41 ms [2022-04-01 05:50:49 main:574] : INFO : Epoch 1804 | loss: 0.0311531 | val_loss: 0.0312212 | Time: 1612.63 ms [2022-04-01 05:50:50 main:574] : INFO : Epoch 1805 | loss: 0.031161 | val_loss: 0.0312231 | Time: 1605.03 ms [2022-04-01 05:50:52 main:574] : INFO : Epoch 1806 | loss: 0.0311608 | val_loss: 0.0312198 | Time: 1567.52 ms [2022-04-01 05:50:53 main:574] : INFO : Epoch 1807 | loss: 0.0311601 | val_loss: 0.0312254 | Time: 1508.78 ms [2022-04-01 05:50:55 main:574] : INFO : Epoch 1808 | loss: 0.0311564 | val_loss: 0.0312217 | Time: 1588.26 ms [2022-04-01 05:50:57 main:574] : INFO : Epoch 1809 | loss: 0.0311567 | val_loss: 0.0312231 | Time: 1704.7 ms [2022-04-01 05:50:58 main:574] : INFO : Epoch 1810 | loss: 0.0311561 | val_loss: 0.0312281 | Time: 1663.42 ms [2022-04-01 05:51:00 main:574] : INFO : Epoch 1811 | loss: 0.0311897 | val_loss: 0.0312227 | Time: 1656 ms [2022-04-01 05:51:02 main:574] : INFO : Epoch 1812 | loss: 0.0311875 | val_loss: 0.0312208 | Time: 1615.85 ms [2022-04-01 05:51:03 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.0312201 | Time: 1595.93 ms [2022-04-01 05:51:05 main:574] : INFO : Epoch 1814 | loss: 0.031167 | val_loss: 0.0312237 | Time: 1541.22 ms [2022-04-01 05:51:06 main:574] : INFO : Epoch 1815 | loss: 0.0311648 | val_loss: 0.0312251 | Time: 1506.6 ms [2022-04-01 05:51:08 main:574] : INFO : Epoch 1816 | loss: 0.0311589 | val_loss: 0.0312225 | Time: 1521.43 ms [2022-04-01 05:51:09 main:574] : INFO : Epoch 1817 | loss: 0.0311618 | val_loss: 0.0312261 | Time: 1482.74 ms [2022-04-01 05:51:11 main:574] : INFO : Epoch 1818 | loss: 0.0311598 | val_loss: 0.0312189 | Time: 1499.05 ms [2022-04-01 05:51:12 main:574] : INFO : Epoch 1819 | loss: 0.0311604 | val_loss: 0.0312272 | Time: 1580.41 ms [2022-04-01 05:51:14 main:574] : INFO : Epoch 1820 | loss: 0.0311575 | val_loss: 0.0312269 | Time: 1688.59 ms [2022-04-01 05:51:16 main:574] : INFO : Epoch 1821 | loss: 0.031155 | val_loss: 0.0312299 | Time: 1729.05 ms [2022-04-01 05:51:17 main:574] : INFO : Epoch 1822 | loss: 0.0311582 | val_loss: 0.0312245 | Time: 1622.76 ms [2022-04-01 05:51:19 main:574] : INFO : Epoch 1823 | loss: 0.0311551 | val_loss: 0.0312273 | Time: 1575.61 ms [2022-04-01 05:51:21 main:574] : INFO : Epoch 1824 | loss: 0.0311562 | val_loss: 0.0312176 | Time: 1591.99 ms [2022-04-01 05:51:22 main:574] : INFO : Epoch 1825 | loss: 0.0311528 | val_loss: 0.0312245 | Time: 1632.61 ms [2022-04-01 05:51:24 main:574] : INFO : Epoch 1826 | loss: 0.0311527 | val_loss: 0.031229 | Time: 1487.5 ms [2022-04-01 05:51:25 main:574] : INFO : Epoch 1827 | loss: 0.0311629 | val_loss: 0.0312271 | Time: 1662.15 ms [2022-04-01 05:51:27 main:574] : INFO : Epoch 1828 | loss: 0.0311591 | val_loss: 0.0312305 | Time: 1524.01 ms [2022-04-01 05:51:28 main:574] : INFO : Epoch 1829 | loss: 0.0311609 | val_loss: 0.0312315 | Time: 1486.22 ms [2022-04-01 05:51:30 main:574] : INFO : Epoch 1830 | loss: 0.0311566 | val_loss: 0.0312311 | Time: 1539.42 ms [2022-04-01 05:51:31 main:574] : INFO : Epoch 1831 | loss: 0.031159 | val_loss: 0.0312236 | Time: 1588.08 ms [2022-04-01 05:51:33 main:574] : INFO : Epoch 1832 | loss: 0.0311602 | val_loss: 0.03122 | Time: 1573.57 ms [2022-04-01 05:51:35 main:574] : INFO : Epoch 1833 | loss: 0.0311565 | val_loss: 0.0312191 | Time: 1677.05 ms [2022-04-01 05:51:36 main:574] : INFO : Epoch 1834 | loss: 0.0311549 | val_loss: 0.0312322 | Time: 1563.41 ms [2022-04-01 05:51:38 main:574] : INFO : Epoch 1835 | loss: 0.0311566 | val_loss: 0.0312285 | Time: 1633.37 ms [2022-04-01 05:51:40 main:574] : INFO : Epoch 1836 | loss: 0.0311495 | val_loss: 0.0312275 | Time: 1552.88 ms [2022-04-01 05:51:41 main:574] : INFO : Epoch 1837 | loss: 0.0311509 | val_loss: 0.0312251 | Time: 1538.13 ms [2022-04-01 05:51:43 main:574] : INFO : Epoch 1838 | loss: 0.0311541 | val_loss: 0.0312235 | Time: 1508.39 ms [2022-04-01 05:51:44 main:574] : INFO : Epoch 1839 | loss: 0.0311527 | val_loss: 0.0312267 | Time: 1655.05 ms [2022-04-01 05:51:46 main:574] : INFO : Epoch 1840 | loss: 0.0311587 | val_loss: 0.0312257 | Time: 1619.15 ms [2022-04-01 05:51:47 main:574] : INFO : Epoch 1841 | loss: 0.0311813 | val_loss: 0.0312166 | Time: 1639.21 ms [2022-04-01 05:51:49 main:574] : INFO : Epoch 1842 | loss: 0.0311759 | val_loss: 0.0312245 | Time: 1586.66 ms [2022-04-01 05:51:51 main:574] : INFO : Epoch 1843 | loss: 0.031173 | val_loss: 0.0312253 | Time: 1612.74 ms [2022-04-01 05:51:52 main:574] : INFO : Epoch 1844 | loss: 0.0311668 | val_loss: 0.0312212 | Time: 1603.49 ms [2022-04-01 05:51:54 main:574] : INFO : Epoch 1845 | loss: 0.0311706 | val_loss: 0.0312161 | Time: 1586.96 ms [2022-04-01 05:51:56 main:574] : INFO : Epoch 1846 | loss: 0.0311684 | val_loss: 0.0312195 | Time: 1640.38 ms [2022-04-01 05:51:57 main:574] : INFO : Epoch 1847 | loss: 0.0311624 | val_loss: 0.0312158 | Time: 1699.33 ms [2022-04-01 05:51:59 main:574] : INFO : Epoch 1848 | loss: 0.0311599 | val_loss: 0.031229 | Time: 1735.45 ms [2022-04-01 05:52:01 main:574] : INFO : Epoch 1849 | loss: 0.0311567 | val_loss: 0.0312278 | Time: 1579.42 ms [2022-04-01 05:52:02 main:574] : INFO : Epoch 1850 | loss: 0.031157 | val_loss: 0.0312307 | Time: 1672.3 ms [2022-04-01 05:52:04 main:574] : INFO : Epoch 1851 | loss: 0.0311541 | val_loss: 0.0312235 | Time: 1595.29 ms [2022-04-01 05:52:05 main:574] : INFO : Epoch 1852 | loss: 0.0311568 | val_loss: 0.031223 | Time: 1590.97 ms [2022-04-01 05:52:07 main:574] : INFO : Epoch 1853 | loss: 0.0311536 | val_loss: 0.0312215 | Time: 1565.29 ms [2022-04-01 05:52:09 main:574] : INFO : Epoch 1854 | loss: 0.0311526 | val_loss: 0.0312243 | Time: 1608.52 ms [2022-04-01 05:52:10 main:574] : INFO : Epoch 1855 | loss: 0.0311523 | val_loss: 0.0312242 | Time: 1610.28 ms [2022-04-01 05:52:12 main:574] : INFO : Epoch 1856 | loss: 0.0311516 | val_loss: 0.0312328 | Time: 1591.08 ms [2022-04-01 05:52:13 main:574] : INFO : Epoch 1857 | loss: 0.0311517 | val_loss: 0.0312259 | Time: 1591.18 ms [2022-04-01 05:52:15 main:574] : INFO : Epoch 1858 | loss: 0.0311491 | val_loss: 0.0312248 | Time: 1654.74 ms [2022-04-01 05:52:17 main:574] : INFO : Epoch 1859 | loss: 0.031147 | val_loss: 0.0312375 | Time: 1695.39 ms [2022-04-01 05:52:18 main:574] : INFO : Epoch 1860 | loss: 0.0311459 | val_loss: 0.0312373 | Time: 1699.2 ms [2022-04-01 05:52:20 main:574] : INFO : Epoch 1861 | loss: 0.0311464 | val_loss: 0.0312247 | Time: 1655.26 ms [2022-04-01 05:52:22 main:574] : INFO : Epoch 1862 | loss: 0.0311468 | val_loss: 0.0312322 | Time: 1648.8 ms [2022-04-01 05:52:23 main:574] : INFO : Epoch 1863 | loss: 0.0311479 | val_loss: 0.0312271 | Time: 1602.9 ms [2022-04-01 05:52:25 main:574] : INFO : Epoch 1864 | loss: 0.0311573 | val_loss: 0.0312213 | Time: 1542.48 ms [2022-04-01 05:52:27 main:574] : INFO : Epoch 1865 | loss: 0.0311567 | val_loss: 0.0312198 | Time: 1614.35 ms [2022-04-01 05:52:28 main:574] : INFO : Epoch 1866 | loss: 0.031157 | val_loss: 0.0312159 | Time: 1610.91 ms [2022-04-01 05:52:30 main:574] : INFO : Epoch 1867 | loss: 0.0311552 | val_loss: 0.0312292 | Time: 1556.14 ms [2022-04-01 05:52:31 main:574] : INFO : Epoch 1868 | loss: 0.031151 | val_loss: 0.0312329 | Time: 1591.73 ms [2022-04-01 05:52:33 main:574] : INFO : Epoch 1869 | loss: 0.031158 | val_loss: 0.0312196 | Time: 1604.23 ms [2022-04-01 05:52:35 main:574] : INFO : Epoch 1870 | loss: 0.0311535 | val_loss: 0.0312348 | Time: 1627.53 ms [2022-04-01 05:52:36 main:574] : INFO : Epoch 1871 | loss: 0.0311484 | val_loss: 0.031224 | Time: 1544.66 ms [2022-04-01 05:52:38 main:574] : INFO : Epoch 1872 | loss: 0.0311503 | val_loss: 0.031229 | Time: 1562.56 ms [2022-04-01 05:52:39 main:574] : INFO : Epoch 1873 | loss: 0.0311771 | val_loss: 0.0312212 | Time: 1580.92 ms [2022-04-01 05:52:41 main:574] : INFO : Epoch 1874 | loss: 0.0312065 | val_loss: 0.0312131 | Time: 1549.88 ms [2022-04-01 05:52:42 main:574] : INFO : Epoch 1875 | loss: 0.0311999 | val_loss: 0.0312072 | Time: 1550.68 ms [2022-04-01 05:52:44 main:574] : INFO : Epoch 1876 | loss: 0.0311966 | val_loss: 0.0312096 | Time: 1590.91 ms [2022-04-01 05:52:46 main:574] : INFO : Epoch 1877 | loss: 0.0311912 | val_loss: 0.0312041 | Time: 1527.46 ms [2022-04-01 05:52:47 main:574] : INFO : Epoch 1878 | loss: 0.0311889 | val_loss: 0.031207 | Time: 1613.75 ms [2022-04-01 05:52:49 main:574] : INFO : Epoch 1879 | loss: 0.0311872 | val_loss: 0.0312079 | Time: 1465.61 ms [2022-04-01 05:52:50 main:574] : INFO : Epoch 1880 | loss: 0.0311846 | val_loss: 0.0312067 | Time: 1527.6 ms [2022-04-01 05:52:52 main:574] : INFO : Epoch 1881 | loss: 0.0311828 | val_loss: 0.0312054 | Time: 1585.36 ms [2022-04-01 05:52:53 main:574] : INFO : Epoch 1882 | loss: 0.0311818 | val_loss: 0.0312075 | Time: 1571.82 ms [2022-04-01 05:52:55 main:574] : INFO : Epoch 1883 | loss: 0.0311836 | val_loss: 0.0312063 | Time: 1589.67 ms [2022-04-01 05:52:57 main:574] : INFO : Epoch 1884 | loss: 0.0311827 | val_loss: 0.0312045 | Time: 1690.88 ms [2022-04-01 05:52:58 main:574] : INFO : Epoch 1885 | loss: 0.031183 | val_loss: 0.0312096 | Time: 1654.8 ms [2022-04-01 05:53:00 main:574] : INFO : Epoch 1886 | loss: 0.0311813 | val_loss: 0.0312082 | Time: 1747.61 ms [2022-04-01 05:53:02 main:574] : INFO : Epoch 1887 | loss: 0.0311788 | val_loss: 0.0312089 | Time: 1585.38 ms [2022-04-01 05:53:03 main:574] : INFO : Epoch 1888 | loss: 0.031176 | val_loss: 0.0312095 | Time: 1608.14 ms [2022-04-01 05:53:05 main:574] : INFO : Epoch 1889 | loss: 0.0311761 | val_loss: 0.0312055 | Time: 1618.46 ms [2022-04-01 05:53:06 main:574] : INFO : Epoch 1890 | loss: 0.0311751 | val_loss: 0.0312153 | Time: 1605.68 ms [2022-04-01 05:53:08 main:574] : INFO : Epoch 1891 | loss: 0.0311759 | val_loss: 0.0312093 | Time: 1571.73 ms [2022-04-01 05:53:10 main:574] : INFO : Epoch 1892 | loss: 0.0311728 | val_loss: 0.0312065 | Time: 1530.39 ms [2022-04-01 05:53:11 main:574] : INFO : Epoch 1893 | loss: 0.0311702 | val_loss: 0.0312096 | Time: 1610.43 ms [2022-04-01 05:53:13 main:574] : INFO : Epoch 1894 | loss: 0.0311709 | val_loss: 0.031209 | Time: 1578.81 ms [2022-04-01 05:53:14 main:574] : INFO : Epoch 1895 | loss: 0.0311705 | val_loss: 0.0312108 | Time: 1555.73 ms [2022-04-01 05:53:16 main:574] : INFO : Epoch 1896 | loss: 0.0311722 | val_loss: 0.0312141 | Time: 1584.49 ms [2022-04-01 05:53:18 main:574] : INFO : Epoch 1897 | loss: 0.0311814 | val_loss: 0.0312109 | Time: 1701.79 ms [2022-04-01 05:53:19 main:574] : INFO : Epoch 1898 | loss: 0.0311773 | val_loss: 0.0312091 | Time: 1634.43 ms [2022-04-01 05:53:21 main:574] : INFO : Epoch 1899 | loss: 0.0311734 | val_loss: 0.0312097 | Time: 1718.95 ms [2022-04-01 05:53:23 main:574] : INFO : Epoch 1900 | loss: 0.031172 | val_loss: 0.0312091 | Time: 1606.33 ms [2022-04-01 05:53:24 main:574] : INFO : Epoch 1901 | loss: 0.0311696 | val_loss: 0.03121 | Time: 1637.66 ms [2022-04-01 05:53:26 main:574] : INFO : Epoch 1902 | loss: 0.0311677 | val_loss: 0.0312113 | Time: 1574.02 ms [2022-04-01 05:53:27 main:574] : INFO : Epoch 1903 | loss: 0.0311681 | val_loss: 0.0312062 | Time: 1624.58 ms [2022-04-01 05:53:29 main:574] : INFO : Epoch 1904 | loss: 0.0311675 | val_loss: 0.0312137 | Time: 1666.86 ms [2022-04-01 05:53:31 main:574] : INFO : Epoch 1905 | loss: 0.0311671 | val_loss: 0.0312062 | Time: 1524.15 ms [2022-04-01 05:53:32 main:574] : INFO : Epoch 1906 | loss: 0.0311689 | val_loss: 0.0312081 | Time: 1557.7 ms [2022-04-01 05:53:34 main:574] : INFO : Epoch 1907 | loss: 0.0311702 | val_loss: 0.0312122 | Time: 1571.45 ms [2022-04-01 05:53:35 main:574] : INFO : Epoch 1908 | loss: 0.0311681 | val_loss: 0.0312111 | Time: 1552.41 ms [2022-04-01 05:53:37 main:574] : INFO : Epoch 1909 | loss: 0.0311677 | val_loss: 0.0312072 | Time: 1561.02 ms [2022-04-01 05:53:39 main:574] : INFO : Epoch 1910 | loss: 0.0311671 | val_loss: 0.0312119 | Time: 1577.98 ms [2022-04-01 05:53:40 main:574] : INFO : Epoch 1911 | loss: 0.0311667 | val_loss: 0.0312089 | Time: 1594.74 ms [2022-04-01 05:53:42 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.0312067 | Time: 1637.83 ms [2022-04-01 05:53:43 main:574] : INFO : Epoch 1913 | loss: 0.0311663 | val_loss: 0.0312107 | Time: 1571.25 ms [2022-04-01 05:53:45 main:574] : INFO : Epoch 1914 | loss: 0.0311722 | val_loss: 0.0312057 | Time: 1641.14 ms [2022-04-01 05:53:47 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.0312172 | Time: 1541.79 ms [2022-04-01 05:53:48 main:574] : INFO : Epoch 1916 | loss: 0.0311734 | val_loss: 0.0312108 | Time: 1563.6 ms [2022-04-01 05:53:50 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.0312084 | Time: 1575.13 ms [2022-04-01 05:53:51 main:574] : INFO : Epoch 1918 | loss: 0.0311707 | val_loss: 0.031208 | Time: 1606.1 ms [2022-04-01 05:53:53 main:574] : INFO : Epoch 1919 | loss: 0.0311656 | val_loss: 0.0312082 | Time: 1610.02 ms [2022-04-01 05:53:54 main:574] : INFO : Epoch 1920 | loss: 0.0311641 | val_loss: 0.031212 | Time: 1549.08 ms [2022-04-01 05:53:56 main:574] : INFO : Epoch 1921 | loss: 0.0311615 | val_loss: 0.0312116 | Time: 1585.63 ms [2022-04-01 05:53:58 main:574] : INFO : Epoch 1922 | loss: 0.0311601 | val_loss: 0.0312066 | Time: 1605.01 ms [2022-04-01 05:53:59 main:574] : INFO : Epoch 1923 | loss: 0.0311655 | val_loss: 0.0312136 | Time: 1640.73 ms [2022-04-01 05:54:01 main:574] : INFO : Epoch 1924 | loss: 0.0311649 | val_loss: 0.031212 | Time: 1699.86 ms [2022-04-01 05:54:03 main:574] : INFO : Epoch 1925 | loss: 0.0311682 | val_loss: 0.0312093 | Time: 1590.95 ms [2022-04-01 05:54:04 main:574] : INFO : Epoch 1926 | loss: 0.0311662 | val_loss: 0.0312108 | Time: 1520.25 ms [2022-04-01 05:54:06 main:574] : INFO : Epoch 1927 | loss: 0.0311649 | val_loss: 0.0312193 | Time: 1659.87 ms [2022-04-01 05:54:07 main:574] : INFO : Epoch 1928 | loss: 0.0311649 | val_loss: 0.0312147 | Time: 1501.69 ms [2022-04-01 05:54:09 main:574] : INFO : Epoch 1929 | loss: 0.0311644 | val_loss: 0.0312049 | Time: 1574.72 ms [2022-04-01 05:54:10 main:574] : INFO : Epoch 1930 | loss: 0.031166 | val_loss: 0.03121 | Time: 1529.6 ms [2022-04-01 05:54:12 main:574] : INFO : Epoch 1931 | loss: 0.0311642 | val_loss: 0.031209 | Time: 1537.56 ms [2022-04-01 05:54:14 main:574] : INFO : Epoch 1932 | loss: 0.031167 | val_loss: 0.0312161 | Time: 1614.87 ms [2022-04-01 05:54:15 main:574] : INFO : Epoch 1933 | loss: 0.0311666 | val_loss: 0.0312082 | Time: 1680.27 ms [2022-04-01 05:54:17 main:574] : INFO : Epoch 1934 | loss: 0.0311666 | val_loss: 0.0312083 | Time: 1548.35 ms [2022-04-01 05:54:18 main:574] : INFO : Epoch 1935 | loss: 0.0311644 | val_loss: 0.031207 | Time: 1640.88 ms [2022-04-01 05:54:20 main:574] : INFO : Epoch 1936 | loss: 0.0311632 | val_loss: 0.031208 | Time: 1607.79 ms [2022-04-01 05:54:22 main:574] : INFO : Epoch 1937 | loss: 0.0311642 | val_loss: 0.031211 | Time: 1749.86 ms [2022-04-01 05:54:24 main:574] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0312044 | Time: 1708.64 ms [2022-04-01 05:54:25 main:574] : INFO : Epoch 1939 | loss: 0.0311592 | val_loss: 0.0312117 | Time: 1627.64 ms [2022-04-01 05:54:27 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.031212 | Time: 1697.43 ms [2022-04-01 05:54:28 main:574] : INFO : Epoch 1941 | loss: 0.031159 | val_loss: 0.0312151 | Time: 1548.7 ms [2022-04-01 05:54:30 main:574] : INFO : Epoch 1942 | loss: 0.031158 | val_loss: 0.0312169 | Time: 1642.78 ms [2022-04-01 05:54:32 main:574] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.0312112 | Time: 1573.11 ms [2022-04-01 05:54:33 main:574] : INFO : Epoch 1944 | loss: 0.0311601 | val_loss: 0.0312137 | Time: 1612.24 ms [2022-04-01 05:54:35 main:574] : INFO : Epoch 1945 | loss: 0.031157 | val_loss: 0.0312135 | Time: 1562.86 ms [2022-04-01 05:54:36 main:574] : INFO : Epoch 1946 | loss: 0.0311556 | val_loss: 0.0312181 | Time: 1603.59 ms [2022-04-01 05:54:38 main:574] : INFO : Epoch 1947 | loss: 0.0311596 | val_loss: 0.0312166 | Time: 1560.69 ms [2022-04-01 05:54:40 main:574] : INFO : Epoch 1948 | loss: 0.0311657 | val_loss: 0.031235 | Time: 1560.58 ms [2022-04-01 05:54:41 main:574] : INFO : Epoch 1949 | loss: 0.0320369 | val_loss: 0.0586143 | Time: 1515.22 ms [2022-04-01 05:54:43 main:574] : INFO : Epoch 1950 | loss: 0.0387861 | val_loss: 0.0326002 | Time: 1622.71 ms [2022-04-01 05:54:44 main:574] : INFO : Epoch 1951 | loss: 0.0321426 | val_loss: 0.0313736 | Time: 1555.21 ms [2022-04-01 05:54:46 main:574] : INFO : Epoch 1952 | loss: 0.03137 | val_loss: 0.0313049 | Time: 1585.54 ms [2022-04-01 05:54:47 main:574] : INFO : Epoch 1953 | loss: 0.0312719 | val_loss: 0.0312573 | Time: 1601.4 ms [2022-04-01 05:54:49 main:574] : INFO : Epoch 1954 | loss: 0.0312582 | val_loss: 0.0312551 | Time: 1595.53 ms [2022-04-01 05:54:51 main:574] : INFO : Epoch 1955 | loss: 0.031252 | val_loss: 0.0312509 | Time: 1681.75 ms [2022-04-01 05:54:52 main:574] : INFO : Epoch 1956 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1598.19 ms [2022-04-01 05:54:54 main:574] : INFO : Epoch 1957 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 1620.35 ms [2022-04-01 05:54:56 main:574] : INFO : Epoch 1958 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1613.77 ms [2022-04-01 05:54:57 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1531.34 ms [2022-04-01 05:54:59 main:574] : INFO : Epoch 1960 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1527.67 ms [2022-04-01 05:55:00 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.03125 | Time: 1645.9 ms [2022-04-01 05:55:02 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1818.54 ms [2022-04-01 05:55:04 main:574] : INFO : Epoch 1963 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1707.23 ms [2022-04-01 05:55:05 main:574] : INFO : Epoch 1964 | loss: 0.0312512 | val_loss: 0.0312487 | Time: 1591.14 ms [2022-04-01 05:55:07 main:574] : INFO : Epoch 1965 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1596.56 ms [2022-04-01 05:55:09 main:574] : INFO : Epoch 1966 | loss: 0.0312494 | val_loss: 0.0312481 | Time: 1585.86 ms [2022-04-01 05:55:10 main:574] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1560.7 ms [2022-04-01 05:55:12 main:574] : INFO : Epoch 1968 | loss: 0.0312493 | val_loss: 0.0312472 | Time: 1544.48 ms [2022-04-01 05:55:13 main:574] : INFO : Epoch 1969 | loss: 0.0312487 | val_loss: 0.031247 | Time: 1578.03 ms [2022-04-01 05:55:15 main:574] : INFO : Epoch 1970 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 1639.47 ms [2022-04-01 05:55:17 main:574] : INFO : Epoch 1971 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 1653.23 ms [2022-04-01 05:55:18 main:574] : INFO : Epoch 1972 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1602.44 ms [2022-04-01 05:55:20 main:574] : INFO : Epoch 1973 | loss: 0.0312479 | val_loss: 0.0312445 | Time: 1548.43 ms [2022-04-01 05:55:21 main:574] : INFO : Epoch 1974 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 1638.54 ms [2022-04-01 05:55:23 main:574] : INFO : Epoch 1975 | loss: 0.0312442 | val_loss: 0.0312432 | Time: 1712.62 ms [2022-04-01 05:55:25 main:574] : INFO : Epoch 1976 | loss: 0.0312427 | val_loss: 0.0312418 | Time: 1678.31 ms [2022-04-01 05:55:27 main:574] : INFO : Epoch 1977 | loss: 0.0312427 | val_loss: 0.0312457 | Time: 1666.19 ms [2022-04-01 05:55:28 main:574] : INFO : Epoch 1978 | loss: 0.0312424 | val_loss: 0.0312408 | Time: 1652.5 ms [2022-04-01 05:55:30 main:574] : INFO : Epoch 1979 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 1563.95 ms [2022-04-01 05:55:31 main:574] : INFO : Epoch 1980 | loss: 0.0312371 | val_loss: 0.0312353 | Time: 1635.46 ms [2022-04-01 05:55:33 main:574] : INFO : Epoch 1981 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 1564.2 ms [2022-04-01 05:55:34 main:574] : INFO : Epoch 1982 | loss: 0.0312334 | val_loss: 0.0312325 | Time: 1537.83 ms [2022-04-01 05:55:36 main:574] : INFO : Epoch 1983 | loss: 0.0312317 | val_loss: 0.0312314 | Time: 1550.31 ms [2022-04-01 05:55:38 main:574] : INFO : Epoch 1984 | loss: 0.0312307 | val_loss: 0.0312295 | Time: 1619.2 ms [2022-04-01 05:55:39 main:574] : INFO : Epoch 1985 | loss: 0.0312297 | val_loss: 0.0312284 | Time: 1624.29 ms [2022-04-01 05:55:41 main:574] : INFO : Epoch 1986 | loss: 0.0312292 | val_loss: 0.0312293 | Time: 1564.38 ms [2022-04-01 05:55:42 main:574] : INFO : Epoch 1987 | loss: 0.031229 | val_loss: 0.0312276 | Time: 1623.93 ms [2022-04-01 05:55:44 main:574] : INFO : Epoch 1988 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 1576.97 ms [2022-04-01 05:55:46 main:574] : INFO : Epoch 1989 | loss: 0.0312291 | val_loss: 0.031227 | Time: 1573.35 ms [2022-04-01 05:55:47 main:574] : INFO : Epoch 1990 | loss: 0.031228 | val_loss: 0.0312283 | Time: 1603.49 ms [2022-04-01 05:55:49 main:574] : INFO : Epoch 1991 | loss: 0.0312303 | val_loss: 0.0312342 | Time: 1607.1 ms [2022-04-01 05:55:50 main:574] : INFO : Epoch 1992 | loss: 0.0312297 | val_loss: 0.0312274 | Time: 1600.84 ms [2022-04-01 05:55:52 main:574] : INFO : Epoch 1993 | loss: 0.0312281 | val_loss: 0.0312258 | Time: 1643.39 ms [2022-04-01 05:55:54 main:574] : INFO : Epoch 1994 | loss: 0.0312291 | val_loss: 0.0312264 | Time: 1603.03 ms [2022-04-01 05:55:55 main:574] : INFO : Epoch 1995 | loss: 0.0312267 | val_loss: 0.0312255 | Time: 1580.84 ms [2022-04-01 05:55:57 main:574] : INFO : Epoch 1996 | loss: 0.0312274 | val_loss: 0.0312254 | Time: 1553.99 ms [2022-04-01 05:55:58 main:574] : INFO : Epoch 1997 | loss: 0.0312267 | val_loss: 0.0312305 | Time: 1547.86 ms [2022-04-01 05:56:00 main:574] : INFO : Epoch 1998 | loss: 0.0312276 | val_loss: 0.0312269 | Time: 1584.73 ms [2022-04-01 05:56:02 main:574] : INFO : Epoch 1999 | loss: 0.0312255 | val_loss: 0.031224 | Time: 1660.31 ms [2022-04-01 05:56:03 main:574] : INFO : Epoch 2000 | loss: 0.0312256 | val_loss: 0.0312234 | Time: 1766.81 ms [2022-04-01 05:56:05 main:574] : INFO : Epoch 2001 | loss: 0.0312249 | val_loss: 0.031224 | Time: 1610.49 ms [2022-04-01 05:56:07 main:574] : INFO : Epoch 2002 | loss: 0.0312258 | val_loss: 0.0312225 | Time: 1539.8 ms [2022-04-01 05:56:08 main:574] : INFO : Epoch 2003 | loss: 0.0312238 | val_loss: 0.031223 | Time: 1546.79 ms [2022-04-01 05:56:10 main:574] : INFO : Epoch 2004 | loss: 0.0312238 | val_loss: 0.0312217 | Time: 1552.93 ms [2022-04-01 05:56:11 main:574] : INFO : Epoch 2005 | loss: 0.0312255 | val_loss: 0.0312236 | Time: 1552.72 ms [2022-04-01 05:56:13 main:574] : INFO : Epoch 2006 | loss: 0.031226 | val_loss: 0.0312207 | Time: 1577.49 ms [2022-04-01 05:56:14 main:574] : INFO : Epoch 2007 | loss: 0.0312221 | val_loss: 0.0312218 | Time: 1583.46 ms [2022-04-01 05:56:16 main:574] : INFO : Epoch 2008 | loss: 0.0312216 | val_loss: 0.03122 | Time: 1660.02 ms [2022-04-01 05:56:18 main:574] : INFO : Epoch 2009 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 1547.46 ms [2022-04-01 05:56:19 main:574] : INFO : Epoch 2010 | loss: 0.0312209 | val_loss: 0.0312263 | Time: 1601.91 ms [2022-04-01 05:56:21 main:574] : INFO : Epoch 2011 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 1569.08 ms [2022-04-01 05:56:22 main:574] : INFO : Epoch 2012 | loss: 0.0312193 | val_loss: 0.0312186 | Time: 1640.63 ms [2022-04-01 05:56:24 main:574] : INFO : Epoch 2013 | loss: 0.0312184 | val_loss: 0.0312173 | Time: 1673.52 ms [2022-04-01 05:56:26 main:574] : INFO : Epoch 2014 | loss: 0.0312178 | val_loss: 0.0312216 | Time: 1720.27 ms [2022-04-01 05:56:28 main:574] : INFO : Epoch 2015 | loss: 0.031217 | val_loss: 0.0312155 | Time: 1718.32 ms [2022-04-01 05:56:29 main:574] : INFO : Epoch 2016 | loss: 0.0312157 | val_loss: 0.0312149 | Time: 1656.88 ms [2022-04-01 05:56:31 main:574] : INFO : Epoch 2017 | loss: 0.0312158 | val_loss: 0.0312141 | Time: 1587.87 ms [2022-04-01 05:56:32 main:574] : INFO : Epoch 2018 | loss: 0.0312147 | val_loss: 0.0312152 | Time: 1607.93 ms [2022-04-01 05:56:34 main:574] : INFO : Epoch 2019 | loss: 0.0312135 | val_loss: 0.031213 | Time: 1580.53 ms [2022-04-01 05:56:36 main:574] : INFO : Epoch 2020 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 1563.71 ms [2022-04-01 05:56:37 main:574] : INFO : Epoch 2021 | loss: 0.0312149 | val_loss: 0.0312124 | Time: 1594.04 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 SUPER) [2022-04-01 06:29:12 main:435] : INFO : Set logging level to 1 [2022-04-01 06:29:12 main:441] : INFO : Running in BOINC Client mode [2022-04-01 06:29:12 main:444] : INFO : Resolving all filenames [2022-04-01 06:29:12 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-01 06:29:12 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-01 06:29:13 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-01 06:29:13 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-01 06:29:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-01 06:29:13 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-01 06:29:13 main:474] : INFO : Configuration: [2022-04-01 06:29:13 main:475] : INFO : Model type: GRU [2022-04-01 06:29:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-01 06:29:13 main:477] : INFO : Max Epochs: 2048 [2022-04-01 06:29:13 main:478] : INFO : Batch Size: 128 [2022-04-01 06:29:13 main:479] : INFO : Learning Rate: 0.01 [2022-04-01 06:29:13 main:480] : INFO : Patience: 10 [2022-04-01 06:29:13 main:481] : INFO : Hidden Width: 12 [2022-04-01 06:29:13 main:482] : INFO : # Recurrent Layers: 4 [2022-04-01 06:29:13 main:483] : INFO : # Backend Layers: 4 [2022-04-01 06:29:13 main:484] : INFO : # Threads: 1 [2022-04-01 06:29:13 main:486] : INFO : Preparing Dataset [2022-04-01 06:29:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-01 06:29:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-01 06:29:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-01 06:29:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-01 06:29:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-01 06:29:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-01 06:29:14 main:494] : INFO : Creating Model [2022-04-01 06:29:14 main:507] : INFO : Preparing config file [2022-04-01 06:29:14 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-01 06:29:14 main:512] : INFO : Loading config [2022-04-01 06:29:14 main:514] : INFO : Loading state [2022-04-01 06:29:16 main:559] : INFO : Loading DataLoader into Memory [2022-04-01 06:29:16 main:562] : INFO : Starting Training [2022-04-01 06:29:18 main:574] : INFO : Epoch 2018 | loss: 0.0322787 | val_loss: 0.0314009 | Time: 1873 ms [2022-04-01 06:29:19 main:574] : INFO : Epoch 2019 | loss: 0.0313284 | val_loss: 0.0312664 | Time: 1576.12 ms [2022-04-01 06:29:21 main:574] : INFO : Epoch 2020 | loss: 0.0312557 | val_loss: 0.0312422 | Time: 1559.39 ms [2022-04-01 06:29:22 main:574] : INFO : Epoch 2021 | loss: 0.0312376 | val_loss: 0.0312324 | Time: 1606.34 ms [2022-04-01 06:29:24 main:574] : INFO : Epoch 2022 | loss: 0.0312269 | val_loss: 0.0312223 | Time: 1625.45 ms [2022-04-01 06:29:25 main:574] : INFO : Epoch 2023 | loss: 0.0312188 | val_loss: 0.0312153 | Time: 1571.58 ms [2022-04-01 06:29:27 main:574] : INFO : Epoch 2024 | loss: 0.031213 | val_loss: 0.03121 | Time: 1636.34 ms [2022-04-01 06:29:29 main:574] : INFO : Epoch 2025 | loss: 0.0312082 | val_loss: 0.0312054 | Time: 1573.73 ms [2022-04-01 06:29:30 main:574] : INFO : Epoch 2026 | loss: 0.0312057 | val_loss: 0.0312029 | Time: 1556.38 ms [2022-04-01 06:29:32 main:574] : INFO : Epoch 2027 | loss: 0.031203 | val_loss: 0.0312 | Time: 1549.02 ms [2022-04-01 06:29:33 main:574] : INFO : Epoch 2028 | loss: 0.0311984 | val_loss: 0.0311965 | Time: 1609.09 ms [2022-04-01 06:29:35 main:574] : INFO : Epoch 2029 | loss: 0.0311956 | val_loss: 0.0311916 | Time: 1616.78 ms [2022-04-01 06:29:37 main:574] : INFO : Epoch 2030 | loss: 0.0311908 | val_loss: 0.0311887 | Time: 1623.65 ms [2022-04-01 06:29:38 main:574] : INFO : Epoch 2031 | loss: 0.0311851 | val_loss: 0.0311836 | Time: 1612.09 ms [2022-04-01 06:29:40 main:574] : INFO : Epoch 2032 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 1625.4 ms [2022-04-01 06:29:42 main:574] : INFO : Epoch 2033 | loss: 0.0311814 | val_loss: 0.0311787 | Time: 1573.17 ms [2022-04-01 06:29:43 main:574] : INFO : Epoch 2034 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 1580.5 ms [2022-04-01 06:29:45 main:574] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 1552.41 ms [2022-04-01 06:29:46 main:574] : INFO : Epoch 2036 | loss: 0.0311802 | val_loss: 0.0311859 | Time: 1700.52 ms [2022-04-01 06:29:48 main:574] : INFO : Epoch 2037 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 1764.84 ms [2022-04-01 06:29:50 main:574] : INFO : Epoch 2038 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 1715.13 ms [2022-04-01 06:29:52 main:574] : INFO : Epoch 2039 | loss: 0.031179 | val_loss: 0.0311807 | Time: 1724.17 ms [2022-04-01 06:29:53 main:574] : INFO : Epoch 2040 | loss: 0.0311759 | val_loss: 0.0311765 | Time: 1574.47 ms [2022-04-01 06:29:55 main:574] : INFO : Epoch 2041 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 1559.09 ms [2022-04-01 06:29:56 main:574] : INFO : Epoch 2042 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1533.64 ms [2022-04-01 06:29:58 main:574] : INFO : Epoch 2043 | loss: 0.0311774 | val_loss: 0.0311753 | Time: 1642.9 ms [2022-04-01 06:30:00 main:574] : INFO : Epoch 2044 | loss: 0.031175 | val_loss: 0.0311739 | Time: 1606.22 ms [2022-04-01 06:30:01 main:574] : INFO : Epoch 2045 | loss: 0.0311734 | val_loss: 0.031174 | Time: 1575.4 ms [2022-04-01 06:30:03 main:574] : INFO : Epoch 2046 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1552.97 ms [2022-04-01 06:30:04 main:574] : INFO : Epoch 2047 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 1695.05 ms [2022-04-01 06:30:06 main:574] : INFO : Epoch 2048 | loss: 0.0311717 | val_loss: 0.0311721 | Time: 1712.97 ms [2022-04-01 06:30:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311721 [2022-04-01 06:30:06 main:603] : INFO : Saving end state to config to file [2022-04-01 06:30:06 main:608] : INFO : Success, exiting.. 06:30:06 (100776): 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)