Task 5633367
| Name | ParityMachine-1625099276-15056-0_1 |
| Workunit | 3398141 |
| Created | 5 Jul 2021, 0:43:44 UTC |
| Sent | 5 Jul 2021, 1:23:42 UTC |
| Report deadline | 13 Jul 2021, 1:23:42 UTC |
| Received | 5 Jul 2021, 6:06:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 0 min 37 sec |
| CPU time | 1 hours 0 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 1571 | loss: 0.0310784 | val_loss: 0.0312178 | Time: 1705.51 ms [2021-07-05 06:53:21 main:574] : INFO : Epoch 1572 | loss: 0.0310777 | val_loss: 0.0312175 | Time: 1674.26 ms [2021-07-05 06:53:22 main:574] : INFO : Epoch 1573 | loss: 0.0310726 | val_loss: 0.0312192 | Time: 1649.56 ms [2021-07-05 06:53:24 main:574] : INFO : Epoch 1574 | loss: 0.0310703 | val_loss: 0.0312314 | Time: 1664.36 ms [2021-07-05 06:53:26 main:574] : INFO : Epoch 1575 | loss: 0.0310722 | val_loss: 0.0312149 | Time: 1672.56 ms [2021-07-05 06:53:27 main:574] : INFO : Epoch 1576 | loss: 0.0310749 | val_loss: 0.0312099 | Time: 1714.89 ms [2021-07-05 06:53:29 main:574] : INFO : Epoch 1577 | loss: 0.0310718 | val_loss: 0.0312118 | Time: 1710.61 ms [2021-07-05 06:53:31 main:574] : INFO : Epoch 1578 | loss: 0.0310843 | val_loss: 0.0312038 | Time: 1704.38 ms [2021-07-05 06:53:33 main:574] : INFO : Epoch 1579 | loss: 0.0310791 | val_loss: 0.0312241 | Time: 1707.2 ms [2021-07-05 06:53:34 main:574] : INFO : Epoch 1580 | loss: 0.0310736 | val_loss: 0.0312284 | Time: 1716.44 ms [2021-07-05 06:53:36 main:574] : INFO : Epoch 1581 | loss: 0.0310705 | val_loss: 0.0312234 | Time: 1714.07 ms [2021-07-05 06:53:38 main:574] : INFO : Epoch 1582 | loss: 0.0310753 | val_loss: 0.0312404 | Time: 1663.1 ms [2021-07-05 06:53:39 main:574] : INFO : Epoch 1583 | loss: 0.0310746 | val_loss: 0.031228 | Time: 1659.5 ms [2021-07-05 06:53:41 main:574] : INFO : Epoch 1584 | loss: 0.0310731 | val_loss: 0.0312189 | Time: 1651.37 ms [2021-07-05 06:53:43 main:574] : INFO : Epoch 1585 | loss: 0.03107 | val_loss: 0.0312311 | Time: 1693.64 ms [2021-07-05 06:53:44 main:574] : INFO : Epoch 1586 | loss: 0.0310733 | val_loss: 0.0312285 | Time: 1719.05 ms [2021-07-05 06:53:46 main:574] : INFO : Epoch 1587 | loss: 0.031072 | val_loss: 0.0312351 | Time: 1710.23 ms [2021-07-05 06:53:48 main:574] : INFO : Epoch 1588 | loss: 0.0310747 | val_loss: 0.0312372 | Time: 1708.89 ms [2021-07-05 06:53:50 main:574] : INFO : Epoch 1589 | loss: 0.0310735 | val_loss: 0.0312132 | Time: 1706.85 ms [2021-07-05 06:53:51 main:574] : INFO : Epoch 1590 | loss: 0.0310734 | val_loss: 0.0312324 | Time: 1698.52 ms [2021-07-05 06:53:53 main:574] : INFO : Epoch 1591 | loss: 0.0310723 | val_loss: 0.0312193 | Time: 1656.61 ms [2021-07-05 06:53:55 main:574] : INFO : Epoch 1592 | loss: 0.0310727 | val_loss: 0.0312148 | Time: 1654.54 ms [2021-07-05 06:53:56 main:574] : INFO : Epoch 1593 | loss: 0.0310773 | val_loss: 0.0312106 | Time: 1693.64 ms [2021-07-05 06:53:58 main:574] : INFO : Epoch 1594 | loss: 0.0310812 | val_loss: 0.031218 | Time: 1690.13 ms [2021-07-05 06:54:00 main:574] : INFO : Epoch 1595 | loss: 0.0310783 | val_loss: 0.0312327 | Time: 1674.71 ms [2021-07-05 06:54:01 main:574] : INFO : Epoch 1596 | loss: 0.0310812 | val_loss: 0.0312085 | Time: 1691.45 ms [2021-07-05 06:54:03 main:574] : INFO : Epoch 1597 | loss: 0.0310963 | val_loss: 0.0317366 | Time: 1701.33 ms [2021-07-05 06:54:05 main:574] : INFO : Epoch 1598 | loss: 0.0371455 | val_loss: 0.0416207 | Time: 1715.2 ms [2021-07-05 06:54:06 main:574] : INFO : Epoch 1599 | loss: 0.0358783 | val_loss: 0.0322685 | Time: 1702.37 ms [2021-07-05 06:54:08 main:574] : INFO : Epoch 1600 | loss: 0.0316815 | val_loss: 0.0313755 | Time: 1691.4 ms [2021-07-05 06:54:10 main:574] : INFO : Epoch 1601 | loss: 0.031324 | val_loss: 0.0312733 | Time: 1655.51 ms [2021-07-05 06:54:11 main:574] : INFO : Epoch 1602 | loss: 0.0312628 | val_loss: 0.0312528 | Time: 1663.27 ms [2021-07-05 06:54:13 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 1671.81 ms [2021-07-05 06:54:15 main:574] : INFO : Epoch 1604 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1689.69 ms [2021-07-05 06:54:17 main:574] : INFO : Epoch 1605 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 1699.17 ms [2021-07-05 06:54:18 main:574] : INFO : Epoch 1606 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1720.54 ms [2021-07-05 06:54:20 main:574] : INFO : Epoch 1607 | loss: 0.0312451 | val_loss: 0.031245 | Time: 1711.99 ms [2021-07-05 06:54:22 main:574] : INFO : Epoch 1608 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1671.38 ms [2021-07-05 06:54:23 main:574] : INFO : Epoch 1609 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 1672.78 ms [2021-07-05 06:54:25 main:574] : INFO : Epoch 1610 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 1682.13 ms [2021-07-05 06:54:27 main:574] : INFO : Epoch 1611 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1664.9 ms [2021-07-05 06:54:28 main:574] : INFO : Epoch 1612 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 1669.19 ms [2021-07-05 06:54:30 main:574] : INFO : Epoch 1613 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 1669.88 ms [2021-07-05 06:54:32 main:574] : INFO : Epoch 1614 | loss: 0.0312417 | val_loss: 0.0312418 | Time: 1688.11 ms [2021-07-05 06:54:33 main:574] : INFO : Epoch 1615 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 1688.2 ms [2021-07-05 06:54:35 main:574] : INFO : Epoch 1616 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 1719.65 ms [2021-07-05 06:54:37 main:574] : INFO : Epoch 1617 | loss: 0.0312395 | val_loss: 0.0312391 | Time: 1698.62 ms [2021-07-05 06:54:39 main:574] : INFO : Epoch 1618 | loss: 0.0312383 | val_loss: 0.0312384 | Time: 1689.14 ms [2021-07-05 06:54:40 main:574] : INFO : Epoch 1619 | loss: 0.0312372 | val_loss: 0.0312365 | Time: 1662.54 ms [2021-07-05 06:54:42 main:574] : INFO : Epoch 1620 | loss: 0.0312365 | val_loss: 0.0312352 | Time: 1661.59 ms [2021-07-05 06:54:44 main:574] : INFO : Epoch 1621 | loss: 0.0312344 | val_loss: 0.031234 | Time: 1655.5 ms [2021-07-05 06:54:45 main:574] : INFO : Epoch 1622 | loss: 0.031233 | val_loss: 0.0312352 | Time: 1675.74 ms [2021-07-05 06:54:47 main:574] : INFO : Epoch 1623 | loss: 0.0312347 | val_loss: 0.031235 | Time: 1679.06 ms [2021-07-05 06:54:49 main:574] : INFO : Epoch 1624 | loss: 0.031231 | val_loss: 0.0312296 | Time: 1673.75 ms [2021-07-05 06:54:50 main:574] : INFO : Epoch 1625 | loss: 0.0312289 | val_loss: 0.0312314 | Time: 1693.74 ms [2021-07-05 06:54:52 main:574] : INFO : Epoch 1626 | loss: 0.0312319 | val_loss: 0.031239 | Time: 1733.6 ms [2021-07-05 06:54:54 main:574] : INFO : Epoch 1627 | loss: 0.0312328 | val_loss: 0.0312259 | Time: 1683.02 ms [2021-07-05 06:54:55 main:574] : INFO : Epoch 1628 | loss: 0.0312281 | val_loss: 0.0312238 | Time: 1694.14 ms [2021-07-05 06:54:57 main:574] : INFO : Epoch 1629 | loss: 0.0312225 | val_loss: 0.0312231 | Time: 1662.31 ms [2021-07-05 06:54:59 main:574] : INFO : Epoch 1630 | loss: 0.0312221 | val_loss: 0.0312202 | Time: 1682.15 ms [2021-07-05 06:55:00 main:574] : INFO : Epoch 1631 | loss: 0.0312241 | val_loss: 0.0312273 | Time: 1686.53 ms [2021-07-05 06:55:02 main:574] : INFO : Epoch 1632 | loss: 0.0312202 | val_loss: 0.031217 | Time: 1659.32 ms [2021-07-05 06:55:04 main:574] : INFO : Epoch 1633 | loss: 0.0312207 | val_loss: 0.0312193 | Time: 1689.28 ms [2021-07-05 06:55:05 main:574] : INFO : Epoch 1634 | loss: 0.0312162 | val_loss: 0.0312146 | Time: 1672.36 ms [2021-07-05 06:55:07 main:574] : INFO : Epoch 1635 | loss: 0.031213 | val_loss: 0.0312192 | Time: 1699.9 ms [2021-07-05 06:55:09 main:574] : INFO : Epoch 1636 | loss: 0.0312175 | val_loss: 0.0312141 | Time: 1710.35 ms [2021-07-05 06:55:11 main:574] : INFO : Epoch 1637 | loss: 0.0312126 | val_loss: 0.0312188 | Time: 1689.18 ms [2021-07-05 06:55:12 main:574] : INFO : Epoch 1638 | loss: 0.0312108 | val_loss: 0.0312097 | Time: 1667.67 ms [2021-07-05 06:55:14 main:574] : INFO : Epoch 1639 | loss: 0.0312092 | val_loss: 0.0312137 | Time: 1666.5 ms [2021-07-05 06:55:16 main:574] : INFO : Epoch 1640 | loss: 0.0312134 | val_loss: 0.0312252 | Time: 1694.74 ms [2021-07-05 06:55:17 main:574] : INFO : Epoch 1641 | loss: 0.0312206 | val_loss: 0.0312438 | Time: 1687.28 ms [2021-07-05 06:55:19 main:574] : INFO : Epoch 1642 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 1665.39 ms [2021-07-05 06:55:21 main:574] : INFO : Epoch 1643 | loss: 0.0312327 | val_loss: 0.0312086 | Time: 1683.82 ms [2021-07-05 06:55:22 main:574] : INFO : Epoch 1644 | loss: 0.0312154 | val_loss: 0.0312157 | Time: 1690.85 ms [2021-07-05 06:55:24 main:574] : INFO : Epoch 1645 | loss: 0.0312096 | val_loss: 0.0312066 | Time: 1692.01 ms [2021-07-05 06:55:26 main:574] : INFO : Epoch 1646 | loss: 0.0312087 | val_loss: 0.0312064 | Time: 1677.23 ms [2021-07-05 06:55:27 main:574] : INFO : Epoch 1647 | loss: 0.031205 | val_loss: 0.0312102 | Time: 1681.76 ms [2021-07-05 06:55:29 main:574] : INFO : Epoch 1648 | loss: 0.0312062 | val_loss: 0.0312036 | Time: 1666.14 ms [2021-07-05 06:55:31 main:574] : INFO : Epoch 1649 | loss: 0.0312059 | val_loss: 0.0312086 | Time: 1650.16 ms [2021-07-05 06:55:32 main:574] : INFO : Epoch 1650 | loss: 0.0312051 | val_loss: 0.0312026 | Time: 1656.48 ms [2021-07-05 06:55:34 main:574] : INFO : Epoch 1651 | loss: 0.0312038 | val_loss: 0.0312023 | Time: 1645.27 ms [2021-07-05 06:55:36 main:574] : INFO : Epoch 1652 | loss: 0.0312047 | val_loss: 0.0312033 | Time: 1694.99 ms [2021-07-05 06:55:37 main:574] : INFO : Epoch 1653 | loss: 0.0312058 | val_loss: 0.0312079 | Time: 1700.56 ms [2021-07-05 06:55:39 main:574] : INFO : Epoch 1654 | loss: 0.0312077 | val_loss: 0.0312012 | Time: 1723.82 ms [2021-07-05 06:55:41 main:574] : INFO : Epoch 1655 | loss: 0.0312062 | val_loss: 0.0312233 | Time: 1709.3 ms [2021-07-05 06:55:43 main:574] : INFO : Epoch 1656 | loss: 0.0312167 | val_loss: 0.0312107 | Time: 1676.57 ms [2021-07-05 06:55:44 main:574] : INFO : Epoch 1657 | loss: 0.0312078 | val_loss: 0.0311998 | Time: 1642.55 ms [2021-07-05 06:55:46 main:574] : INFO : Epoch 1658 | loss: 0.0312018 | val_loss: 0.0312004 | Time: 1670.95 ms [2021-07-05 06:55:48 main:574] : INFO : Epoch 1659 | loss: 0.0312044 | val_loss: 0.0311986 | Time: 1665 ms [2021-07-05 06:55:49 main:574] : INFO : Epoch 1660 | loss: 0.0312028 | val_loss: 0.031216 | Time: 1649.65 ms [2021-07-05 06:55:51 main:574] : INFO : Epoch 1661 | loss: 0.0312073 | val_loss: 0.0311968 | Time: 1707.13 ms [2021-07-05 06:55:53 main:574] : INFO : Epoch 1662 | loss: 0.0311953 | val_loss: 0.0312045 | Time: 1699.72 ms [2021-07-05 06:55:54 main:574] : INFO : Epoch 1663 | loss: 0.0311978 | val_loss: 0.0311974 | Time: 1693.6 ms [2021-07-05 06:55:56 main:574] : INFO : Epoch 1664 | loss: 0.0311966 | val_loss: 0.031199 | Time: 1711.95 ms [2021-07-05 06:55:58 main:574] : INFO : Epoch 1665 | loss: 0.0311998 | val_loss: 0.0312154 | Time: 1679.79 ms [2021-07-05 06:55:59 main:574] : INFO : Epoch 1666 | loss: 0.0312096 | val_loss: 0.0311976 | Time: 1692.54 ms [2021-07-05 06:56:01 main:574] : INFO : Epoch 1667 | loss: 0.0312041 | val_loss: 0.0311937 | Time: 1685.96 ms [2021-07-05 06:56:03 main:574] : INFO : Epoch 1668 | loss: 0.0311978 | val_loss: 0.0311949 | Time: 1658.2 ms [2021-07-05 06:56:04 main:574] : INFO : Epoch 1669 | loss: 0.0311913 | val_loss: 0.0311965 | Time: 1675.15 ms [2021-07-05 06:56:06 main:574] : INFO : Epoch 1670 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 1664.69 ms [2021-07-05 06:56:08 main:574] : INFO : Epoch 1671 | loss: 0.0312004 | val_loss: 0.0311922 | Time: 1674.78 ms [2021-07-05 06:56:09 main:574] : INFO : Epoch 1672 | loss: 0.0311969 | val_loss: 0.0311899 | Time: 1682.36 ms [2021-07-05 06:56:11 main:574] : INFO : Epoch 1673 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1683.11 ms [2021-07-05 06:56:13 main:574] : INFO : Epoch 1674 | loss: 0.0311993 | val_loss: 0.0311937 | Time: 1715.64 ms [2021-07-05 06:56:15 main:574] : INFO : Epoch 1675 | loss: 0.0312075 | val_loss: 0.0311949 | Time: 1702.13 ms [2021-07-05 06:56:16 main:574] : INFO : Epoch 1676 | loss: 0.0311895 | val_loss: 0.0311901 | Time: 1738.6 ms [2021-07-05 06:56:18 main:574] : INFO : Epoch 1677 | loss: 0.0311913 | val_loss: 0.0312036 | Time: 1693.05 ms [2021-07-05 06:56:20 main:574] : INFO : Epoch 1678 | loss: 0.0311951 | val_loss: 0.0311877 | Time: 1663.36 ms [2021-07-05 06:56:21 main:574] : INFO : Epoch 1679 | loss: 0.0311924 | val_loss: 0.0311909 | Time: 1667.75 ms [2021-07-05 06:56:23 main:574] : INFO : Epoch 1680 | loss: 0.0311852 | val_loss: 0.031183 | Time: 1687.36 ms [2021-07-05 06:56:25 main:574] : INFO : Epoch 1681 | loss: 0.0311859 | val_loss: 0.0311825 | Time: 1657.72 ms [2021-07-05 06:56:26 main:574] : INFO : Epoch 1682 | loss: 0.0311816 | val_loss: 0.0311809 | Time: 1700.75 ms [2021-07-05 06:56:28 main:574] : INFO : Epoch 1683 | loss: 0.0311925 | val_loss: 0.0311865 | Time: 1694.9 ms [2021-07-05 06:56:30 main:574] : INFO : Epoch 1684 | loss: 0.0311948 | val_loss: 0.0311821 | Time: 1712.59 ms [2021-07-05 06:56:32 main:574] : INFO : Epoch 1685 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1709.04 ms [2021-07-05 06:56:33 main:574] : INFO : Epoch 1686 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 1681.13 ms [2021-07-05 06:56:35 main:574] : INFO : Epoch 1687 | loss: 0.0311801 | val_loss: 0.0311773 | Time: 1653.01 ms [2021-07-05 06:56:37 main:574] : INFO : Epoch 1688 | loss: 0.031178 | val_loss: 0.0311759 | Time: 1685.98 ms [2021-07-05 06:56:38 main:574] : INFO : Epoch 1689 | loss: 0.0311802 | val_loss: 0.0311758 | Time: 1698.69 ms [2021-07-05 06:56:40 main:574] : INFO : Epoch 1690 | loss: 0.031182 | val_loss: 0.0312583 | Time: 1671.24 ms [2021-07-05 06:56:42 main:574] : INFO : Epoch 1691 | loss: 0.0311857 | val_loss: 0.0311893 | Time: 1662.32 ms [2021-07-05 06:56:43 main:574] : INFO : Epoch 1692 | loss: 0.0311806 | val_loss: 0.0311707 | Time: 1692.62 ms [2021-07-05 06:56:45 main:574] : INFO : Epoch 1693 | loss: 0.0311742 | val_loss: 0.0311699 | Time: 1710.29 ms [2021-07-05 06:56:47 main:574] : INFO : Epoch 1694 | loss: 0.0311778 | val_loss: 0.0311688 | Time: 1722.39 ms [2021-07-05 06:56:48 main:574] : INFO : Epoch 1695 | loss: 0.0311725 | val_loss: 0.0311875 | Time: 1670.07 ms [2021-07-05 06:56:50 main:574] : INFO : Epoch 1696 | loss: 0.031182 | val_loss: 0.0311782 | Time: 1684.54 ms [2021-07-05 06:56:52 main:574] : INFO : Epoch 1697 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 1673.52 ms [2021-07-05 06:56:53 main:574] : INFO : Epoch 1698 | loss: 0.0311777 | val_loss: 0.0311712 | Time: 1639.63 ms [2021-07-05 06:56:55 main:574] : INFO : Epoch 1699 | loss: 0.0311707 | val_loss: 0.0311705 | Time: 1689.74 ms [2021-07-05 06:56:57 main:574] : INFO : Epoch 1700 | loss: 0.0311739 | val_loss: 0.0311682 | Time: 1697.47 ms [2021-07-05 06:56:59 main:574] : INFO : Epoch 1701 | loss: 0.0311735 | val_loss: 0.0311729 | Time: 1673.19 ms [2021-07-05 06:57:00 main:574] : INFO : Epoch 1702 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 1686.54 ms [2021-07-05 06:57:02 main:574] : INFO : Epoch 1703 | loss: 0.0311757 | val_loss: 0.0311698 | Time: 1684.83 ms [2021-07-05 06:57:04 main:574] : INFO : Epoch 1704 | loss: 0.0311661 | val_loss: 0.0311655 | Time: 1689.81 ms [2021-07-05 06:57:05 main:574] : INFO : Epoch 1705 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 1671.47 ms [2021-07-05 06:57:07 main:574] : INFO : Epoch 1706 | loss: 0.0311785 | val_loss: 0.0311721 | Time: 1663.68 ms [2021-07-05 06:57:09 main:574] : INFO : Epoch 1707 | loss: 0.0311877 | val_loss: 0.031188 | Time: 1648.68 ms [2021-07-05 06:57:10 main:574] : INFO : Epoch 1708 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 1686.3 ms [2021-07-05 06:57:12 main:574] : INFO : Epoch 1709 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 1702.56 ms [2021-07-05 06:57:14 main:574] : INFO : Epoch 1710 | loss: 0.0311694 | val_loss: 0.0311668 | Time: 1685.89 ms [2021-07-05 06:57:15 main:574] : INFO : Epoch 1711 | loss: 0.0311642 | val_loss: 0.0311662 | Time: 1676.41 ms [2021-07-05 06:57:17 main:574] : INFO : Epoch 1712 | loss: 0.0311626 | val_loss: 0.0311816 | Time: 1695.99 ms [2021-07-05 06:57:19 main:574] : INFO : Epoch 1713 | loss: 0.0311691 | val_loss: 0.0311652 | Time: 1711.57 ms [2021-07-05 06:57:20 main:574] : INFO : Epoch 1714 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 1712.43 ms [2021-07-05 06:57:22 main:574] : INFO : Epoch 1715 | loss: 0.0311733 | val_loss: 0.0311661 | Time: 1709.05 ms [2021-07-05 06:57:24 main:574] : INFO : Epoch 1716 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1673.98 ms [2021-07-05 06:57:26 main:574] : INFO : Epoch 1717 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 1668.28 ms [2021-07-05 06:57:27 main:574] : INFO : Epoch 1718 | loss: 0.0311656 | val_loss: 0.0311651 | Time: 1700.82 ms [2021-07-05 06:57:29 main:574] : INFO : Epoch 1719 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 1705.95 ms [2021-07-05 06:57:31 main:574] : INFO : Epoch 1720 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 1674.92 ms [2021-07-05 06:57:32 main:574] : INFO : Epoch 1721 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 1681.35 ms [2021-07-05 06:57:34 main:574] : INFO : Epoch 1722 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 1674.74 ms [2021-07-05 06:57:36 main:574] : INFO : Epoch 1723 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 1685.58 ms [2021-07-05 06:57:37 main:574] : INFO : Epoch 1724 | loss: 0.0311751 | val_loss: 0.0311666 | Time: 1661.29 ms [2021-07-05 06:57:39 main:574] : INFO : Epoch 1725 | loss: 0.03116 | val_loss: 0.0311769 | Time: 1700.65 ms [2021-07-05 06:57:41 main:574] : INFO : Epoch 1726 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 1684.09 ms [2021-07-05 06:57:42 main:574] : INFO : Epoch 1727 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 1689.02 ms [2021-07-05 06:57:44 main:574] : INFO : Epoch 1728 | loss: 0.0311627 | val_loss: 0.0311809 | Time: 1664.2 ms [2021-07-05 06:57:46 main:574] : INFO : Epoch 1729 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1686.11 ms [2021-07-05 06:57:48 main:574] : INFO : Epoch 1730 | loss: 0.0311596 | val_loss: 0.03118 | Time: 1717.8 ms [2021-07-05 06:57:49 main:574] : INFO : Epoch 1731 | loss: 0.0311673 | val_loss: 0.0311659 | Time: 1695.53 ms [2021-07-05 06:57:51 main:574] : INFO : Epoch 1732 | loss: 0.0311557 | val_loss: 0.0311683 | Time: 1703.63 ms [2021-07-05 06:57:53 main:574] : INFO : Epoch 1733 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 1698.53 ms [2021-07-05 06:57:54 main:574] : INFO : Epoch 1734 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 1646.4 ms [2021-07-05 06:57:56 main:574] : INFO : Epoch 1735 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 1692.78 ms [2021-07-05 06:57:58 main:574] : INFO : Epoch 1736 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1646.38 ms [2021-07-05 06:57:59 main:574] : INFO : Epoch 1737 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 1650.18 ms [2021-07-05 06:58:01 main:574] : INFO : Epoch 1738 | loss: 0.0311554 | val_loss: 0.0311666 | Time: 1709.8 ms [2021-07-05 06:58:03 main:574] : INFO : Epoch 1739 | loss: 0.0311546 | val_loss: 0.0311696 | Time: 1688.83 ms [2021-07-05 06:58:04 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311816 | Time: 1704.45 ms [2021-07-05 06:58:06 main:574] : INFO : Epoch 1741 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1666.94 ms [2021-07-05 06:58:08 main:574] : INFO : Epoch 1742 | loss: 0.0311559 | val_loss: 0.0311685 | Time: 1686.78 ms [2021-07-05 06:58:09 main:574] : INFO : Epoch 1743 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 1677.53 ms [2021-07-05 06:58:11 main:574] : INFO : Epoch 1744 | loss: 0.0311579 | val_loss: 0.0311744 | Time: 1668.85 ms [2021-07-05 06:58:13 main:574] : INFO : Epoch 1745 | loss: 0.031168 | val_loss: 0.0311832 | Time: 1712 ms [2021-07-05 06:58:14 main:574] : INFO : Epoch 1746 | loss: 0.0311552 | val_loss: 0.0311673 | Time: 1662.18 ms [2021-07-05 06:58:16 main:574] : INFO : Epoch 1747 | loss: 0.0311515 | val_loss: 0.0311837 | Time: 1668.22 ms [2021-07-05 06:58:18 main:574] : INFO : Epoch 1748 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1687.01 ms [2021-07-05 06:58:20 main:574] : INFO : Epoch 1749 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 1670.83 ms [2021-07-05 06:58:21 main:574] : INFO : Epoch 1750 | loss: 0.0311563 | val_loss: 0.0311775 | Time: 1693.8 ms [2021-07-05 06:58:23 main:574] : INFO : Epoch 1751 | loss: 0.0311524 | val_loss: 0.0311678 | Time: 1699.33 ms [2021-07-05 06:58:25 main:574] : INFO : Epoch 1752 | loss: 0.0311496 | val_loss: 0.0311693 | Time: 1674.45 ms [2021-07-05 06:58:26 main:574] : INFO : Epoch 1753 | loss: 0.0311484 | val_loss: 0.0311652 | Time: 1706.2 ms [2021-07-05 06:58:28 main:574] : INFO : Epoch 1754 | loss: 0.0311467 | val_loss: 0.0311789 | Time: 1681.25 ms [2021-07-05 06:58:30 main:574] : INFO : Epoch 1755 | loss: 0.0311476 | val_loss: 0.0311967 | Time: 1686.1 ms [2021-07-05 06:58:31 main:574] : INFO : Epoch 1756 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 1646.41 ms [2021-07-05 06:58:33 main:574] : INFO : Epoch 1757 | loss: 0.0311582 | val_loss: 0.0311851 | Time: 1656.04 ms [2021-07-05 06:58:35 main:574] : INFO : Epoch 1758 | loss: 0.0311575 | val_loss: 0.0311626 | Time: 1684.84 ms [2021-07-05 06:58:36 main:574] : INFO : Epoch 1759 | loss: 0.0311437 | val_loss: 0.0311667 | Time: 1652.39 ms [2021-07-05 06:58:38 main:574] : INFO : Epoch 1760 | loss: 0.0311469 | val_loss: 0.0311656 | Time: 1654.17 ms [2021-07-05 06:58:40 main:574] : INFO : Epoch 1761 | loss: 0.0311435 | val_loss: 0.0311719 | Time: 1604.87 ms [2021-07-05 06:58:41 main:574] : INFO : Epoch 1762 | loss: 0.0311436 | val_loss: 0.0311682 | Time: 1672.2 ms [2021-07-05 06:58:43 main:574] : INFO : Epoch 1763 | loss: 0.0311402 | val_loss: 0.0311689 | Time: 1645.44 ms [2021-07-05 06:58:45 main:574] : INFO : Epoch 1764 | loss: 0.0311428 | val_loss: 0.0312024 | Time: 1626.57 ms [2021-07-05 06:58:46 main:574] : INFO : Epoch 1765 | loss: 0.0311537 | val_loss: 0.0311668 | Time: 1640.59 ms [2021-07-05 06:58:48 main:574] : INFO : Epoch 1766 | loss: 0.0311404 | val_loss: 0.0311658 | Time: 1683.84 ms [2021-07-05 06:58:50 main:574] : INFO : Epoch 1767 | loss: 0.0311434 | val_loss: 0.0311655 | Time: 1668.37 ms [2021-07-05 06:58:51 main:574] : INFO : Epoch 1768 | loss: 0.0311407 | val_loss: 0.0311652 | Time: 1672.53 ms [2021-07-05 06:58:53 main:574] : INFO : Epoch 1769 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 1671.78 ms [2021-07-05 06:58:55 main:574] : INFO : Epoch 1770 | loss: 0.0311416 | val_loss: 0.0311685 | Time: 1677.13 ms [2021-07-05 06:58:56 main:574] : INFO : Epoch 1771 | loss: 0.0311398 | val_loss: 0.0311871 | Time: 1705.82 ms [2021-07-05 06:58:58 main:574] : INFO : Epoch 1772 | loss: 0.0311498 | val_loss: 0.0311687 | Time: 1723.31 ms [2021-07-05 06:59:00 main:574] : INFO : Epoch 1773 | loss: 0.0311473 | val_loss: 0.0311677 | Time: 1718.48 ms [2021-07-05 06:59:01 main:574] : INFO : Epoch 1774 | loss: 0.0311394 | val_loss: 0.0311676 | Time: 1671.74 ms [2021-07-05 06:59:03 main:574] : INFO : Epoch 1775 | loss: 0.0311405 | val_loss: 0.0311673 | Time: 1682.99 ms [2021-07-05 06:59:05 main:574] : INFO : Epoch 1776 | loss: 0.0311401 | val_loss: 0.031164 | Time: 1676.44 ms [2021-07-05 06:59:06 main:574] : INFO : Epoch 1777 | loss: 0.0311391 | val_loss: 0.0311677 | Time: 1682.61 ms [2021-07-05 06:59:08 main:574] : INFO : Epoch 1778 | loss: 0.0311389 | val_loss: 0.0311721 | Time: 1680.66 ms [2021-07-05 06:59:10 main:574] : INFO : Epoch 1779 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 1698.55 ms [2021-07-05 06:59:12 main:574] : INFO : Epoch 1780 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 1685.73 ms [2021-07-05 06:59:13 main:574] : INFO : Epoch 1781 | loss: 0.0311406 | val_loss: 0.0311667 | Time: 1686.03 ms [2021-07-05 06:59:15 main:574] : INFO : Epoch 1782 | loss: 0.0311382 | val_loss: 0.0311691 | Time: 1674.54 ms [2021-07-05 06:59:17 main:574] : INFO : Epoch 1783 | loss: 0.0311424 | val_loss: 0.0311745 | Time: 1687.69 ms [2021-07-05 06:59:18 main:574] : INFO : Epoch 1784 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 1658.55 ms [2021-07-05 06:59:20 main:574] : INFO : Epoch 1785 | loss: 0.0311445 | val_loss: 0.0311785 | Time: 1657.6 ms [2021-07-05 06:59:22 main:574] : INFO : Epoch 1786 | loss: 0.0311429 | val_loss: 0.031168 | Time: 1641.18 ms [2021-07-05 06:59:23 main:574] : INFO : Epoch 1787 | loss: 0.0311493 | val_loss: 0.0311796 | Time: 1656.68 ms [2021-07-05 06:59:25 main:574] : INFO : Epoch 1788 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 1641.29 ms [2021-07-05 06:59:27 main:574] : INFO : Epoch 1789 | loss: 0.0311369 | val_loss: 0.0311708 | Time: 1644.88 ms [2021-07-05 06:59:28 main:574] : INFO : Epoch 1790 | loss: 0.031135 | val_loss: 0.0311691 | Time: 1658.09 ms [2021-07-05 06:59:30 main:574] : INFO : Epoch 1791 | loss: 0.0311364 | val_loss: 0.0311647 | Time: 1661.49 ms [2021-07-05 06:59:31 main:574] : INFO : Epoch 1792 | loss: 0.0311384 | val_loss: 0.0311762 | Time: 1647.21 ms [2021-07-05 06:59:33 main:574] : INFO : Epoch 1793 | loss: 0.0311394 | val_loss: 0.0311692 | Time: 1657.64 ms [2021-07-05 06:59:35 main:574] : INFO : Epoch 1794 | loss: 0.0311375 | val_loss: 0.0311694 | Time: 1658.69 ms [2021-07-05 06:59:36 main:574] : INFO : Epoch 1795 | loss: 0.0311333 | val_loss: 0.0311686 | Time: 1654.11 ms [2021-07-05 06:59:38 main:574] : INFO : Epoch 1796 | loss: 0.0311328 | val_loss: 0.0311725 | Time: 1684.4 ms [2021-07-05 06:59:40 main:574] : INFO : Epoch 1797 | loss: 0.0311331 | val_loss: 0.0311717 | Time: 1667.8 ms [2021-07-05 06:59:42 main:574] : INFO : Epoch 1798 | loss: 0.031135 | val_loss: 0.0311781 | Time: 1698.51 ms [2021-07-05 06:59:43 main:574] : INFO : Epoch 1799 | loss: 0.031139 | val_loss: 0.0311647 | Time: 1711.41 ms [2021-07-05 06:59:45 main:574] : INFO : Epoch 1800 | loss: 0.03114 | val_loss: 0.0311878 | Time: 1719.94 ms [2021-07-05 06:59:47 main:574] : INFO : Epoch 1801 | loss: 0.0311355 | val_loss: 0.0311692 | Time: 1675.55 ms [2021-07-05 06:59:48 main:574] : INFO : Epoch 1802 | loss: 0.0311394 | val_loss: 0.0311842 | Time: 1713.34 ms [2021-07-05 06:59:50 main:574] : INFO : Epoch 1803 | loss: 0.031143 | val_loss: 0.0311832 | Time: 1700.14 ms [2021-07-05 06:59:52 main:574] : INFO : Epoch 1804 | loss: 0.0311357 | val_loss: 0.0311715 | Time: 1671.07 ms [2021-07-05 06:59:53 main:574] : INFO : Epoch 1805 | loss: 0.0311299 | val_loss: 0.0311727 | Time: 1703.61 ms [2021-07-05 06:59:55 main:574] : INFO : Epoch 1806 | loss: 0.0311337 | val_loss: 0.0311709 | Time: 1710.84 ms [2021-07-05 06:59:57 main:574] : INFO : Epoch 1807 | loss: 0.0311336 | val_loss: 0.031169 | Time: 1697.21 ms [2021-07-05 06:59:59 main:574] : INFO : Epoch 1808 | loss: 0.0311342 | val_loss: 0.0311768 | Time: 1697.97 ms [2021-07-05 07:00:00 main:574] : INFO : Epoch 1809 | loss: 0.0311347 | val_loss: 0.0311779 | Time: 1728.87 ms [2021-07-05 07:00:02 main:574] : INFO : Epoch 1810 | loss: 0.0311327 | val_loss: 0.0311749 | Time: 1713.49 ms [2021-07-05 07:00:04 main:574] : INFO : Epoch 1811 | loss: 0.031132 | val_loss: 0.0311721 | Time: 1664.4 ms [2021-07-05 07:00:05 main:574] : INFO : Epoch 1812 | loss: 0.0311299 | val_loss: 0.0311698 | Time: 1668.53 ms [2021-07-05 07:00:07 main:574] : INFO : Epoch 1813 | loss: 0.0311351 | val_loss: 0.0311705 | Time: 1715.26 ms [2021-07-05 07:00:09 main:574] : INFO : Epoch 1814 | loss: 0.031135 | val_loss: 0.0311703 | Time: 1665.91 ms [2021-07-05 07:00:10 main:574] : INFO : Epoch 1815 | loss: 0.0311283 | val_loss: 0.0311736 | Time: 1673.09 ms [2021-07-05 07:00:12 main:574] : INFO : Epoch 1816 | loss: 0.031132 | val_loss: 0.0311701 | Time: 1663.95 ms [2021-07-05 07:00:14 main:574] : INFO : Epoch 1817 | loss: 0.0311349 | val_loss: 0.0311708 | Time: 1725.77 ms [2021-07-05 07:00:16 main:574] : INFO : Epoch 1818 | loss: 0.0311313 | val_loss: 0.0311665 | Time: 1713.21 ms [2021-07-05 07:00:17 main:574] : INFO : Epoch 1819 | loss: 0.0311307 | val_loss: 0.0311818 | Time: 1684.86 ms [2021-07-05 07:00:19 main:574] : INFO : Epoch 1820 | loss: 0.031139 | val_loss: 0.0311681 | Time: 1699.05 ms [2021-07-05 07:00:21 main:574] : INFO : Epoch 1821 | loss: 0.0311279 | val_loss: 0.0311692 | Time: 1688.4 ms [2021-07-05 07:00:22 main:574] : INFO : Epoch 1822 | loss: 0.0311281 | val_loss: 0.0311695 | Time: 1714.26 ms [2021-07-05 07:00:24 main:574] : INFO : Epoch 1823 | loss: 0.0311279 | val_loss: 0.0311677 | Time: 1691.72 ms [2021-07-05 07:00:26 main:574] : INFO : Epoch 1824 | loss: 0.031132 | val_loss: 0.0311791 | Time: 1694.17 ms [2021-07-05 07:00:27 main:574] : INFO : Epoch 1825 | loss: 0.0311381 | val_loss: 0.0311713 | Time: 1714.02 ms [2021-07-05 07:00:29 main:574] : INFO : Epoch 1826 | loss: 0.0311327 | val_loss: 0.0311696 | Time: 1696.25 ms [2021-07-05 07:00:31 main:574] : INFO : Epoch 1827 | loss: 0.0311278 | val_loss: 0.0311702 | Time: 1676.72 ms [2021-07-05 07:00:33 main:574] : INFO : Epoch 1828 | loss: 0.0311363 | val_loss: 0.0311927 | Time: 1685.2 ms [2021-07-05 07:00:34 main:574] : INFO : Epoch 1829 | loss: 0.0311524 | val_loss: 0.031174 | Time: 1708.19 ms [2021-07-05 07:00:36 main:574] : INFO : Epoch 1830 | loss: 0.0311467 | val_loss: 0.0311787 | Time: 1704.28 ms [2021-07-05 07:00:38 main:574] : INFO : Epoch 1831 | loss: 0.03114 | val_loss: 0.03119 | Time: 1722.67 ms [2021-07-05 07:00:39 main:574] : INFO : Epoch 1832 | loss: 0.0311303 | val_loss: 0.0311831 | Time: 1764.86 ms [2021-07-05 07:00:41 main:574] : INFO : Epoch 1833 | loss: 0.0311442 | val_loss: 0.0311728 | Time: 1678.17 ms [2021-07-05 07:00:43 main:574] : INFO : Epoch 1834 | loss: 0.0311338 | val_loss: 0.0311742 | Time: 1731.7 ms [2021-07-05 07:00:45 main:574] : INFO : Epoch 1835 | loss: 0.0311245 | val_loss: 0.0311691 | Time: 1681.95 ms [2021-07-05 07:00:46 main:574] : INFO : Epoch 1836 | loss: 0.0311267 | val_loss: 0.03117 | Time: 1695.26 ms [2021-07-05 07:00:48 main:574] : INFO : Epoch 1837 | loss: 0.0311267 | val_loss: 0.0311731 | Time: 1707.57 ms [2021-07-05 07:00:50 main:574] : INFO : Epoch 1838 | loss: 0.0311244 | val_loss: 0.0311689 | Time: 1716.51 ms [2021-07-05 07:00:51 main:574] : INFO : Epoch 1839 | loss: 0.0311257 | val_loss: 0.0311749 | Time: 1690 ms [2021-07-05 07:00:53 main:574] : INFO : Epoch 1840 | loss: 0.0311275 | val_loss: 0.0311745 | Time: 1679.45 ms [2021-07-05 07:00:55 main:574] : INFO : Epoch 1841 | loss: 0.0311241 | val_loss: 0.0311709 | Time: 1691.47 ms [2021-07-05 07:00:56 main:574] : INFO : Epoch 1842 | loss: 0.0311232 | val_loss: 0.0311783 | Time: 1708.58 ms [2021-07-05 07:00:58 main:574] : INFO : Epoch 1843 | loss: 0.0311271 | val_loss: 0.0311772 | Time: 1727.65 ms [2021-07-05 07:01:00 main:574] : INFO : Epoch 1844 | loss: 0.0311269 | val_loss: 0.0311896 | Time: 1725.04 ms [2021-07-05 07:01:02 main:574] : INFO : Epoch 1845 | loss: 0.0311293 | val_loss: 0.0311786 | Time: 1670.29 ms [2021-07-05 07:01:03 main:574] : INFO : Epoch 1846 | loss: 0.031128 | val_loss: 0.0311806 | Time: 1676.02 ms [2021-07-05 07:01:05 main:574] : INFO : Epoch 1847 | loss: 0.0311344 | val_loss: 0.0311741 | Time: 1677.41 ms [2021-07-05 07:01:07 main:574] : INFO : Epoch 1848 | loss: 0.0311264 | val_loss: 0.031171 | Time: 1680.47 ms [2021-07-05 07:01:08 main:574] : INFO : Epoch 1849 | loss: 0.0311219 | val_loss: 0.0311717 | Time: 1688.16 ms [2021-07-05 07:01:10 main:574] : INFO : Epoch 1850 | loss: 0.0311214 | val_loss: 0.0311813 | Time: 1685.58 ms [2021-07-05 07:01:12 main:574] : INFO : Epoch 1851 | loss: 0.0311219 | val_loss: 0.0311683 | Time: 1734.99 ms [2021-07-05 07:01:13 main:574] : INFO : Epoch 1852 | loss: 0.031122 | val_loss: 0.0311789 | Time: 1725.02 ms [2021-07-05 07:01:15 main:574] : INFO : Epoch 1853 | loss: 0.0311293 | val_loss: 0.0311726 | Time: 1718.17 ms [2021-07-05 07:01:17 main:574] : INFO : Epoch 1854 | loss: 0.0311208 | val_loss: 0.0311798 | Time: 1708.36 ms [2021-07-05 07:01:19 main:574] : INFO : Epoch 1855 | loss: 0.0311235 | val_loss: 0.0311766 | Time: 1676.02 ms [2021-07-05 07:01:20 main:574] : INFO : Epoch 1856 | loss: 0.0311337 | val_loss: 0.0311705 | Time: 1692.93 ms [2021-07-05 07:01:22 main:574] : INFO : Epoch 1857 | loss: 0.0311357 | val_loss: 0.0311767 | Time: 1679.68 ms [2021-07-05 07:01:24 main:574] : INFO : Epoch 1858 | loss: 0.0311292 | val_loss: 0.0311886 | Time: 1695.78 ms [2021-07-05 07:01:25 main:574] : INFO : Epoch 1859 | loss: 0.0311308 | val_loss: 0.0311781 | Time: 1699.33 ms [2021-07-05 07:01:27 main:574] : INFO : Epoch 1860 | loss: 0.0311233 | val_loss: 0.0311725 | Time: 1693.4 ms [2021-07-05 07:01:29 main:574] : INFO : Epoch 1861 | loss: 0.0311179 | val_loss: 0.031176 | Time: 1654.3 ms [2021-07-05 07:01:30 main:574] : INFO : Epoch 1862 | loss: 0.0311201 | val_loss: 0.0311726 | Time: 1668.12 ms [2021-07-05 07:01:32 main:574] : INFO : Epoch 1863 | loss: 0.0311184 | val_loss: 0.031171 | Time: 1684.86 ms [2021-07-05 07:01:34 main:574] : INFO : Epoch 1864 | loss: 0.0311238 | val_loss: 0.0311738 | Time: 1697.64 ms [2021-07-05 07:01:35 main:574] : INFO : Epoch 1865 | loss: 0.0311208 | val_loss: 0.0311766 | Time: 1665.42 ms [2021-07-05 07:01:37 main:574] : INFO : Epoch 1866 | loss: 0.0311191 | val_loss: 0.03117 | Time: 1679.55 ms [2021-07-05 07:01:39 main:574] : INFO : Epoch 1867 | loss: 0.0311212 | val_loss: 0.0311774 | Time: 1714.96 ms [2021-07-05 07:01:41 main:574] : INFO : Epoch 1868 | loss: 0.0311271 | val_loss: 0.0311934 | Time: 1699.13 ms [2021-07-05 07:01:42 main:574] : INFO : Epoch 1869 | loss: 0.0311259 | val_loss: 0.0311815 | Time: 1711.73 ms [2021-07-05 07:01:44 main:574] : INFO : Epoch 1870 | loss: 0.0311194 | val_loss: 0.0311743 | Time: 1697.71 ms [2021-07-05 07:01:46 main:574] : INFO : Epoch 1871 | loss: 0.0311205 | val_loss: 0.0311703 | Time: 1677.9 ms [2021-07-05 07:01:47 main:574] : INFO : Epoch 1872 | loss: 0.0311184 | val_loss: 0.0311739 | Time: 1673.16 ms [2021-07-05 07:01:49 main:574] : INFO : Epoch 1873 | loss: 0.0311196 | val_loss: 0.0311771 | Time: 1679.85 ms [2021-07-05 07:01:51 main:574] : INFO : Epoch 1874 | loss: 0.031117 | val_loss: 0.0311739 | Time: 1671.72 ms [2021-07-05 07:01:52 main:574] : INFO : Epoch 1875 | loss: 0.0311192 | val_loss: 0.03117 | Time: 1687.75 ms [2021-07-05 07:01:54 main:574] : INFO : Epoch 1876 | loss: 0.0311244 | val_loss: 0.0311676 | Time: 1698.68 ms [2021-07-05 07:01:56 main:574] : INFO : Epoch 1877 | loss: 0.0311192 | val_loss: 0.0311697 | Time: 1716.36 ms [2021-07-05 07:01:57 main:574] : INFO : Epoch 1878 | loss: 0.031128 | val_loss: 0.031189 | Time: 1668.24 ms [2021-07-05 07:01:59 main:574] : INFO : Epoch 1879 | loss: 0.0311232 | val_loss: 0.0311708 | Time: 1700.09 ms [2021-07-05 07:02:01 main:574] : INFO : Epoch 1880 | loss: 0.0311241 | val_loss: 0.0311794 | Time: 1705.87 ms [2021-07-05 07:02:03 main:574] : INFO : Epoch 1881 | loss: 0.031128 | val_loss: 0.0311781 | Time: 1689.96 ms [2021-07-05 07:02:04 main:574] : INFO : Epoch 1882 | loss: 0.0311228 | val_loss: 0.0311739 | Time: 1668.33 ms [2021-07-05 07:02:06 main:574] : INFO : Epoch 1883 | loss: 0.0311197 | val_loss: 0.0311749 | Time: 1683.86 ms [2021-07-05 07:02:08 main:574] : INFO : Epoch 1884 | loss: 0.0311223 | val_loss: 0.0311734 | Time: 1690.01 ms [2021-07-05 07:02:09 main:574] : INFO : Epoch 1885 | loss: 0.0311194 | val_loss: 0.031177 | Time: 1690.22 ms [2021-07-05 07:02:11 main:574] : INFO : Epoch 1886 | loss: 0.0311149 | val_loss: 0.0311856 | Time: 1719.31 ms [2021-07-05 07:02:13 main:574] : INFO : Epoch 1887 | loss: 0.0311176 | val_loss: 0.031173 | Time: 1720.68 ms [2021-07-05 07:02:14 main:574] : INFO : Epoch 1888 | loss: 0.0311122 | val_loss: 0.0311713 | Time: 1681.65 ms [2021-07-05 07:02:16 main:574] : INFO : Epoch 1889 | loss: 0.0311142 | val_loss: 0.0311746 | Time: 1690.32 ms [2021-07-05 07:02:18 main:574] : INFO : Epoch 1890 | loss: 0.0311144 | val_loss: 0.0311764 | Time: 1703.81 ms [2021-07-05 07:02:20 main:574] : INFO : Epoch 1891 | loss: 0.0311139 | val_loss: 0.0311919 | Time: 1693.91 ms [2021-07-05 07:02:21 main:574] : INFO : Epoch 1892 | loss: 0.0311209 | val_loss: 0.0311899 | Time: 1717.56 ms [2021-07-05 07:02:23 main:574] : INFO : Epoch 1893 | loss: 0.031115 | val_loss: 0.031193 | Time: 1715.79 ms [2021-07-05 07:02:25 main:574] : INFO : Epoch 1894 | loss: 0.0311226 | val_loss: 0.031177 | Time: 1675.53 ms [2021-07-05 07:02:26 main:574] : INFO : Epoch 1895 | loss: 0.0311139 | val_loss: 0.0311777 | Time: 1696.37 ms [2021-07-05 07:02:28 main:574] : INFO : Epoch 1896 | loss: 0.0311158 | val_loss: 0.0311744 | Time: 1684.41 ms [2021-07-05 07:02:30 main:574] : INFO : Epoch 1897 | loss: 0.0311204 | val_loss: 0.03118 | Time: 1683.9 ms [2021-07-05 07:02:31 main:574] : INFO : Epoch 1898 | loss: 0.0311167 | val_loss: 0.0311782 | Time: 1645.47 ms [2021-07-05 07:02:33 main:574] : INFO : Epoch 1899 | loss: 0.0311136 | val_loss: 0.0311747 | Time: 1630.14 ms [2021-07-05 07:02:35 main:574] : INFO : Epoch 1900 | loss: 0.0311175 | val_loss: 0.0311779 | Time: 1636.51 ms [2021-07-05 07:02:36 main:574] : INFO : Epoch 1901 | loss: 0.0311185 | val_loss: 0.0311864 | Time: 1673.17 ms [2021-07-05 07:02:38 main:574] : INFO : Epoch 1902 | loss: 0.0311189 | val_loss: 0.0311847 | Time: 1719.76 ms [2021-07-05 07:02:40 main:574] : INFO : Epoch 1903 | loss: 0.0311117 | val_loss: 0.0311801 | Time: 1704.9 ms [2021-07-05 07:02:42 main:574] : INFO : Epoch 1904 | loss: 0.0311139 | val_loss: 0.0311868 | Time: 1711.81 ms [2021-07-05 07:02:43 main:574] : INFO : Epoch 1905 | loss: 0.0311218 | val_loss: 0.0311815 | Time: 1717.64 ms [2021-07-05 07:02:45 main:574] : INFO : Epoch 1906 | loss: 0.0311154 | val_loss: 0.0311845 | Time: 1689.29 ms [2021-07-05 07:02:47 main:574] : INFO : Epoch 1907 | loss: 0.0311245 | val_loss: 0.0311797 | Time: 1673.33 ms [2021-07-05 07:02:48 main:574] : INFO : Epoch 1908 | loss: 0.0311243 | val_loss: 0.0311954 | Time: 1686.47 ms [2021-07-05 07:02:50 main:574] : INFO : Epoch 1909 | loss: 0.0311217 | val_loss: 0.0311832 | Time: 1681.69 ms [2021-07-05 07:02:52 main:574] : INFO : Epoch 1910 | loss: 0.0311198 | val_loss: 0.0311898 | Time: 1679.67 ms [2021-07-05 07:02:53 main:574] : INFO : Epoch 1911 | loss: 0.0311226 | val_loss: 0.0311784 | Time: 1695.6 ms [2021-07-05 07:02:55 main:574] : INFO : Epoch 1912 | loss: 0.031121 | val_loss: 0.0311749 | Time: 1679.32 ms [2021-07-05 07:02:57 main:574] : INFO : Epoch 1913 | loss: 0.0311158 | val_loss: 0.0311859 | Time: 1669.01 ms [2021-07-05 07:02:58 main:574] : INFO : Epoch 1914 | loss: 0.0311104 | val_loss: 0.031185 | Time: 1671.31 ms [2021-07-05 07:03:00 main:574] : INFO : Epoch 1915 | loss: 0.0311124 | val_loss: 0.0311746 | Time: 1708.7 ms [2021-07-05 07:03:02 main:574] : INFO : Epoch 1916 | loss: 0.0311178 | val_loss: 0.031188 | Time: 1697.35 ms [2021-07-05 07:03:04 main:574] : INFO : Epoch 1917 | loss: 0.0311145 | val_loss: 0.0311747 | Time: 1721.27 ms [2021-07-05 07:03:05 main:574] : INFO : Epoch 1918 | loss: 0.0311165 | val_loss: 0.031179 | Time: 1704.21 ms [2021-07-05 07:03:07 main:574] : INFO : Epoch 1919 | loss: 0.031116 | val_loss: 0.0311785 | Time: 1690.63 ms [2021-07-05 07:03:09 main:574] : INFO : Epoch 1920 | loss: 0.031113 | val_loss: 0.0311842 | Time: 1667.42 ms [2021-07-05 07:03:10 main:574] : INFO : Epoch 1921 | loss: 0.0311122 | val_loss: 0.0311807 | Time: 1669 ms [2021-07-05 07:03:12 main:574] : INFO : Epoch 1922 | loss: 0.0311151 | val_loss: 0.031181 | Time: 1680.27 ms [2021-07-05 07:03:14 main:574] : INFO : Epoch 1923 | loss: 0.0311158 | val_loss: 0.0311826 | Time: 1659.8 ms [2021-07-05 07:03:15 main:574] : INFO : Epoch 1924 | loss: 0.0311171 | val_loss: 0.0311773 | Time: 1667.98 ms [2021-07-05 07:03:17 main:574] : INFO : Epoch 1925 | loss: 0.0311203 | val_loss: 0.0311737 | Time: 1698.61 ms [2021-07-05 07:03:19 main:574] : INFO : Epoch 1926 | loss: 0.0311216 | val_loss: 0.0311924 | Time: 1704.39 ms [2021-07-05 07:03:20 main:574] : INFO : Epoch 1927 | loss: 0.0311211 | val_loss: 0.0311783 | Time: 1706.82 ms [2021-07-05 07:03:22 main:574] : INFO : Epoch 1928 | loss: 0.0311134 | val_loss: 0.0311859 | Time: 1724.89 ms [2021-07-05 07:03:24 main:574] : INFO : Epoch 1929 | loss: 0.0311087 | val_loss: 0.0311747 | Time: 1706.17 ms [2021-07-05 07:03:26 main:574] : INFO : Epoch 1930 | loss: 0.0311098 | val_loss: 0.03117 | Time: 1681.19 ms [2021-07-05 07:03:27 main:574] : INFO : Epoch 1931 | loss: 0.0311104 | val_loss: 0.0311726 | Time: 1699.02 ms [2021-07-05 07:03:29 main:574] : INFO : Epoch 1932 | loss: 0.0311094 | val_loss: 0.031187 | Time: 1682.77 ms [2021-07-05 07:03:31 main:574] : INFO : Epoch 1933 | loss: 0.0311143 | val_loss: 0.0311762 | Time: 1673.18 ms [2021-07-05 07:03:32 main:574] : INFO : Epoch 1934 | loss: 0.0311117 | val_loss: 0.0311779 | Time: 1690.74 ms [2021-07-05 07:03:34 main:574] : INFO : Epoch 1935 | loss: 0.03111 | val_loss: 0.031176 | Time: 1678.27 ms [2021-07-05 07:03:36 main:574] : INFO : Epoch 1936 | loss: 0.0311184 | val_loss: 0.0311807 | Time: 1658.17 ms [2021-07-05 07:03:37 main:574] : INFO : Epoch 1937 | loss: 0.0311136 | val_loss: 0.031178 | Time: 1703 ms [2021-07-05 07:03:39 main:574] : INFO : Epoch 1938 | loss: 0.0311157 | val_loss: 0.0311784 | Time: 1726.06 ms [2021-07-05 07:03:41 main:574] : INFO : Epoch 1939 | loss: 0.0311135 | val_loss: 0.0311844 | Time: 1711.69 ms [2021-07-05 07:03:43 main:574] : INFO : Epoch 1940 | loss: 0.0311186 | val_loss: 0.0311869 | Time: 1723 ms [2021-07-05 07:03:44 main:574] : INFO : Epoch 1941 | loss: 0.0311166 | val_loss: 0.0311747 | Time: 1688.66 ms [2021-07-05 07:03:46 main:574] : INFO : Epoch 1942 | loss: 0.0311139 | val_loss: 0.0311777 | Time: 1680.77 ms [2021-07-05 07:03:48 main:574] : INFO : Epoch 1943 | loss: 0.031111 | val_loss: 0.0311789 | Time: 1645.06 ms [2021-07-05 07:03:49 main:574] : INFO : Epoch 1944 | loss: 0.0311097 | val_loss: 0.0311772 | Time: 1650.74 ms [2021-07-05 07:03:51 main:574] : INFO : Epoch 1945 | loss: 0.0311132 | val_loss: 0.0311801 | Time: 1671.57 ms [2021-07-05 07:03:53 main:574] : INFO : Epoch 1946 | loss: 0.031118 | val_loss: 0.0311719 | Time: 1670.12 ms [2021-07-05 07:03:54 main:574] : INFO : Epoch 1947 | loss: 0.031112 | val_loss: 0.0311719 | Time: 1702.41 ms [2021-07-05 07:03:56 main:574] : INFO : Epoch 1948 | loss: 0.0311111 | val_loss: 0.0311788 | Time: 1694.37 ms [2021-07-05 07:03:58 main:574] : INFO : Epoch 1949 | loss: 0.0311156 | val_loss: 0.031193 | Time: 1688.12 ms [2021-07-05 07:03:59 main:574] : INFO : Epoch 1950 | loss: 0.0311137 | val_loss: 0.0311729 | Time: 1701.61 ms [2021-07-05 07:04:01 main:574] : INFO : Epoch 1951 | loss: 0.0311106 | val_loss: 0.0311745 | Time: 1732.9 ms [2021-07-05 07:04:03 main:574] : INFO : Epoch 1952 | loss: 0.0311123 | val_loss: 0.0311714 | Time: 1707.52 ms [2021-07-05 07:04:04 main:574] : INFO : Epoch 1953 | loss: 0.0311171 | val_loss: 0.0311816 | Time: 1683.44 ms [2021-07-05 07:04:06 main:574] : INFO : Epoch 1954 | loss: 0.0311129 | val_loss: 0.0311808 | Time: 1701.28 ms [2021-07-05 07:04:08 main:574] : INFO : Epoch 1955 | loss: 0.0311143 | val_loss: 0.0311762 | Time: 1655.78 ms [2021-07-05 07:04:10 main:574] : INFO : Epoch 1956 | loss: 0.0311082 | val_loss: 0.0311859 | Time: 1713.43 ms [2021-07-05 07:04:11 main:574] : INFO : Epoch 1957 | loss: 0.0311094 | val_loss: 0.0311864 | Time: 1675.92 ms [2021-07-05 07:04:13 main:574] : INFO : Epoch 1958 | loss: 0.0311148 | val_loss: 0.031189 | Time: 1687.95 ms [2021-07-05 07:04:15 main:574] : INFO : Epoch 1959 | loss: 0.0311142 | val_loss: 0.0311749 | Time: 1694.46 ms [2021-07-05 07:04:16 main:574] : INFO : Epoch 1960 | loss: 0.0311058 | val_loss: 0.0311717 | Time: 1700.94 ms [2021-07-05 07:04:18 main:574] : INFO : Epoch 1961 | loss: 0.0311068 | val_loss: 0.0311822 | Time: 1696.65 ms [2021-07-05 07:04:20 main:574] : INFO : Epoch 1962 | loss: 0.0311057 | val_loss: 0.0311784 | Time: 1669.91 ms [2021-07-05 07:04:21 main:574] : INFO : Epoch 1963 | loss: 0.0311079 | val_loss: 0.0311815 | Time: 1707.16 ms [2021-07-05 07:04:23 main:574] : INFO : Epoch 1964 | loss: 0.0311086 | val_loss: 0.0311823 | Time: 1694.74 ms [2021-07-05 07:04:25 main:574] : INFO : Epoch 1965 | loss: 0.0311115 | val_loss: 0.0311721 | Time: 1689.99 ms [2021-07-05 07:04:27 main:574] : INFO : Epoch 1966 | loss: 0.0311091 | val_loss: 0.0311749 | Time: 1699.42 ms [2021-07-05 07:04:28 main:574] : INFO : Epoch 1967 | loss: 0.0311115 | val_loss: 0.0311764 | Time: 1702.45 ms [2021-07-05 07:04:30 main:574] : INFO : Epoch 1968 | loss: 0.0311101 | val_loss: 0.0311715 | Time: 1654.55 ms [2021-07-05 07:04:32 main:574] : INFO : Epoch 1969 | loss: 0.0311097 | val_loss: 0.0311765 | Time: 1646.91 ms [2021-07-05 07:04:33 main:574] : INFO : Epoch 1970 | loss: 0.0311058 | val_loss: 0.0311766 | Time: 1682.52 ms [2021-07-05 07:04:35 main:574] : INFO : Epoch 1971 | loss: 0.0311132 | val_loss: 0.0311846 | Time: 1703.63 ms [2021-07-05 07:04:37 main:574] : INFO : Epoch 1972 | loss: 0.0311139 | val_loss: 0.0311843 | Time: 1722.35 ms [2021-07-05 07:04:38 main:574] : INFO : Epoch 1973 | loss: 0.0311106 | val_loss: 0.0311758 | Time: 1724.37 ms [2021-07-05 07:04:40 main:574] : INFO : Epoch 1974 | loss: 0.0311077 | val_loss: 0.0311933 | Time: 1717.47 ms [2021-07-05 07:04:42 main:574] : INFO : Epoch 1975 | loss: 0.0311076 | val_loss: 0.0311801 | Time: 1675.58 ms [2021-07-05 07:04:43 main:574] : INFO : Epoch 1976 | loss: 0.0311037 | val_loss: 0.0311809 | Time: 1679.15 ms [2021-07-05 07:04:45 main:574] : INFO : Epoch 1977 | loss: 0.0311084 | val_loss: 0.03119 | Time: 1667.99 ms [2021-07-05 07:04:47 main:574] : INFO : Epoch 1978 | loss: 0.0311068 | val_loss: 0.0311902 | Time: 1682.45 ms [2021-07-05 07:04:48 main:574] : INFO : Epoch 1979 | loss: 0.0311096 | val_loss: 0.0311797 | Time: 1660.32 ms [2021-07-05 07:04:50 main:574] : INFO : Epoch 1980 | loss: 0.0311105 | val_loss: 0.0311765 | Time: 1679.15 ms [2021-07-05 07:04:52 main:574] : INFO : Epoch 1981 | loss: 0.031108 | val_loss: 0.031172 | Time: 1703.3 ms [2021-07-05 07:04:54 main:574] : INFO : Epoch 1982 | loss: 0.0311053 | val_loss: 0.0311836 | Time: 1707.68 ms [2021-07-05 07:04:55 main:574] : INFO : Epoch 1983 | loss: 0.0311068 | val_loss: 0.0311929 | Time: 1722.16 ms [2021-07-05 07:04:57 main:574] : INFO : Epoch 1984 | loss: 0.0311091 | val_loss: 0.0311785 | Time: 1761.3 ms [2021-07-05 07:04:59 main:574] : INFO : Epoch 1985 | loss: 0.0311064 | val_loss: 0.0311835 | Time: 1748.96 ms [2021-07-05 07:05:00 main:574] : INFO : Epoch 1986 | loss: 0.031108 | val_loss: 0.0311889 | Time: 1677.27 ms [2021-07-05 07:05:02 main:574] : INFO : Epoch 1987 | loss: 0.031105 | val_loss: 0.0311783 | Time: 1699.66 ms [2021-07-05 07:05:04 main:574] : INFO : Epoch 1988 | loss: 0.0311049 | val_loss: 0.0311824 | Time: 1702.93 ms [2021-07-05 07:05:06 main:574] : INFO : Epoch 1989 | loss: 0.0311047 | val_loss: 0.031185 | Time: 1685.8 ms [2021-07-05 07:05:07 main:574] : INFO : Epoch 1990 | loss: 0.0311065 | val_loss: 0.0311805 | Time: 1676.43 ms [2021-07-05 07:05:09 main:574] : INFO : Epoch 1991 | loss: 0.0311106 | val_loss: 0.0311739 | Time: 1679.99 ms [2021-07-05 07:05:11 main:574] : INFO : Epoch 1992 | loss: 0.0311159 | val_loss: 0.0311823 | Time: 1700.21 ms [2021-07-05 07:05:12 main:574] : INFO : Epoch 1993 | loss: 0.031115 | val_loss: 0.0311821 | Time: 1711.66 ms [2021-07-05 07:05:14 main:574] : INFO : Epoch 1994 | loss: 0.0311061 | val_loss: 0.0311834 | Time: 1694.18 ms [2021-07-05 07:05:16 main:574] : INFO : Epoch 1995 | loss: 0.0311065 | val_loss: 0.0311767 | Time: 1711.54 ms [2021-07-05 07:05:18 main:574] : INFO : Epoch 1996 | loss: 0.0311046 | val_loss: 0.031193 | Time: 1717.07 ms [2021-07-05 07:05:19 main:574] : INFO : Epoch 1997 | loss: 0.0311053 | val_loss: 0.0311725 | Time: 1659.21 ms [2021-07-05 07:05:21 main:574] : INFO : Epoch 1998 | loss: 0.0311068 | val_loss: 0.0311766 | Time: 1680.55 ms [2021-07-05 07:05:23 main:574] : INFO : Epoch 1999 | loss: 0.0311095 | val_loss: 0.0311851 | Time: 1688.4 ms [2021-07-05 07:05:24 main:574] : INFO : Epoch 2000 | loss: 0.031104 | val_loss: 0.0311883 | Time: 1674.09 ms [2021-07-05 07:05:26 main:574] : INFO : Epoch 2001 | loss: 0.0311021 | val_loss: 0.0311855 | Time: 1672.42 ms [2021-07-05 07:05:28 main:574] : INFO : Epoch 2002 | loss: 0.0311021 | val_loss: 0.0311803 | Time: 1700.03 ms [2021-07-05 07:05:29 main:574] : INFO : Epoch 2003 | loss: 0.0311032 | val_loss: 0.0311857 | Time: 1666.26 ms [2021-07-05 07:05:31 main:574] : INFO : Epoch 2004 | loss: 0.0311036 | val_loss: 0.0311817 | Time: 1676.45 ms [2021-07-05 07:05:33 main:574] : INFO : Epoch 2005 | loss: 0.0311043 | val_loss: 0.0311799 | Time: 1683.87 ms [2021-07-05 07:05:34 main:574] : INFO : Epoch 2006 | loss: 0.0311058 | val_loss: 0.0311804 | Time: 1672.96 ms [2021-07-05 07:05:36 main:574] : INFO : Epoch 2007 | loss: 0.0311055 | val_loss: 0.0311948 | Time: 1677.78 ms [2021-07-05 07:05:38 main:574] : INFO : Epoch 2008 | loss: 0.0311078 | val_loss: 0.0311914 | Time: 1686.41 ms [2021-07-05 07:05:39 main:574] : INFO : Epoch 2009 | loss: 0.0311085 | val_loss: 0.031178 | Time: 1708.38 ms [2021-07-05 07:05:41 main:574] : INFO : Epoch 2010 | loss: 0.0311089 | val_loss: 0.0311813 | Time: 1723.83 ms [2021-07-05 07:05:43 main:574] : INFO : Epoch 2011 | loss: 0.0311105 | val_loss: 0.0311845 | Time: 1685.54 ms [2021-07-05 07:05:44 main:574] : INFO : Epoch 2012 | loss: 0.0311035 | val_loss: 0.0311824 | Time: 1641.29 ms [2021-07-05 07:05:46 main:574] : INFO : Epoch 2013 | loss: 0.0311054 | val_loss: 0.0311841 | Time: 1689.89 ms [2021-07-05 07:05:48 main:574] : INFO : Epoch 2014 | loss: 0.031105 | val_loss: 0.0311907 | Time: 1690.34 ms [2021-07-05 07:05:50 main:574] : INFO : Epoch 2015 | loss: 0.0310995 | val_loss: 0.0311805 | Time: 1723.61 ms [2021-07-05 07:05:51 main:574] : INFO : Epoch 2016 | loss: 0.0311024 | val_loss: 0.031178 | Time: 1692.43 ms [2021-07-05 07:05:53 main:574] : INFO : Epoch 2017 | loss: 0.0311007 | val_loss: 0.0311874 | Time: 1686.63 ms [2021-07-05 07:05:55 main:574] : INFO : Epoch 2018 | loss: 0.0311012 | val_loss: 0.0311838 | Time: 1683 ms [2021-07-05 07:05:56 main:574] : INFO : Epoch 2019 | loss: 0.0311044 | val_loss: 0.0311813 | Time: 1676.41 ms [2021-07-05 07:05:58 main:574] : INFO : Epoch 2020 | loss: 0.0311072 | val_loss: 0.0311802 | Time: 1688.14 ms [2021-07-05 07:06:00 main:574] : INFO : Epoch 2021 | loss: 0.0311137 | val_loss: 0.0311906 | Time: 1672.55 ms [2021-07-05 07:06:01 main:574] : INFO : Epoch 2022 | loss: 0.0311031 | val_loss: 0.0311828 | Time: 1666.5 ms [2021-07-05 07:06:03 main:574] : INFO : Epoch 2023 | loss: 0.0311023 | val_loss: 0.0311858 | Time: 1716.17 ms [2021-07-05 07:06:05 main:574] : INFO : Epoch 2024 | loss: 0.0311099 | val_loss: 0.0311748 | Time: 1688.09 ms [2021-07-05 07:06:06 main:574] : INFO : Epoch 2025 | loss: 0.0311088 | val_loss: 0.0311809 | Time: 1698.22 ms [2021-07-05 07:06:08 main:574] : INFO : Epoch 2026 | loss: 0.0311039 | val_loss: 0.0311715 | Time: 1712.09 ms [2021-07-05 07:06:10 main:574] : INFO : Epoch 2027 | loss: 0.0311087 | val_loss: 0.0311997 | Time: 1685.96 ms [2021-07-05 07:06:12 main:574] : INFO : Epoch 2028 | loss: 0.0311032 | val_loss: 0.0311809 | Time: 1736.25 ms [2021-07-05 07:06:13 main:574] : INFO : Epoch 2029 | loss: 0.0311022 | val_loss: 0.0311919 | Time: 1728.96 ms [2021-07-05 07:06:15 main:574] : INFO : Epoch 2030 | loss: 0.0311008 | val_loss: 0.0311873 | Time: 1714.39 ms [2021-07-05 07:06:17 main:574] : INFO : Epoch 2031 | loss: 0.0311026 | val_loss: 0.0311917 | Time: 1705.38 ms [2021-07-05 07:06:18 main:574] : INFO : Epoch 2032 | loss: 0.0311032 | val_loss: 0.0311926 | Time: 1713.13 ms [2021-07-05 07:06:20 main:574] : INFO : Epoch 2033 | loss: 0.0310994 | val_loss: 0.0311812 | Time: 1670.59 ms [2021-07-05 07:06:22 main:574] : INFO : Epoch 2034 | loss: 0.0311057 | val_loss: 0.0311862 | Time: 1696.61 ms [2021-07-05 07:06:24 main:574] : INFO : Epoch 2035 | loss: 0.0311006 | val_loss: 0.0311831 | Time: 1714.77 ms [2021-07-05 07:06:25 main:574] : INFO : Epoch 2036 | loss: 0.0311035 | val_loss: 0.0311853 | Time: 1694.61 ms [2021-07-05 07:06:27 main:574] : INFO : Epoch 2037 | loss: 0.0311015 | val_loss: 0.0311856 | Time: 1673.1 ms [2021-07-05 07:06:29 main:574] : INFO : Epoch 2038 | loss: 0.031106 | val_loss: 0.0311817 | Time: 1667.68 ms [2021-07-05 07:06:30 main:574] : INFO : Epoch 2039 | loss: 0.0311031 | val_loss: 0.0311821 | Time: 1673.68 ms [2021-07-05 07:06:32 main:574] : INFO : Epoch 2040 | loss: 0.0311118 | val_loss: 0.031184 | Time: 1680.81 ms [2021-07-05 07:06:34 main:574] : INFO : Epoch 2041 | loss: 0.03111 | val_loss: 0.0311807 | Time: 1685.17 ms [2021-07-05 07:06:35 main:574] : INFO : Epoch 2042 | loss: 0.0311039 | val_loss: 0.031181 | Time: 1689.29 ms [2021-07-05 07:06:37 main:574] : INFO : Epoch 2043 | loss: 0.0311064 | val_loss: 0.0311887 | Time: 1678.47 ms [2021-07-05 07:06:39 main:574] : INFO : Epoch 2044 | loss: 0.031109 | val_loss: 0.0311907 | Time: 1706.92 ms [2021-07-05 07:06:40 main:574] : INFO : Epoch 2045 | loss: 0.0311016 | val_loss: 0.0311856 | Time: 1702.06 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080 Ti) [2021-07-05 08:06:18 main:435] : INFO : Set logging level to 1 [2021-07-05 08:06:18 main:441] : INFO : Running in BOINC Client mode [2021-07-05 08:06:18 main:444] : INFO : Resolving all filenames [2021-07-05 08:06:18 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 08:06:18 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099276-15056-0_1_r1896816865_1 (exists = 1) [2021-07-05 08:06:18 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099276-15056-0_1_r1896816865_0 (exists = 0) [2021-07-05 08:06:18 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 08:06:18 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 08:06:18 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 08:06:18 main:474] : INFO : Configuration: [2021-07-05 08:06:18 main:475] : INFO : Model type: GRU [2021-07-05 08:06:18 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 08:06:18 main:477] : INFO : Max Epochs: 2048 [2021-07-05 08:06:18 main:478] : INFO : Batch Size: 128 [2021-07-05 08:06:18 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 08:06:18 main:480] : INFO : Patience: 10 [2021-07-05 08:06:18 main:481] : INFO : Hidden Width: 12 [2021-07-05 08:06:18 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 08:06:18 main:483] : INFO : # Backend Layers: 4 [2021-07-05 08:06:18 main:484] : INFO : # Threads: 1 [2021-07-05 08:06:18 main:486] : INFO : Preparing Dataset [2021-07-05 08:06:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 08:06:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 08:06:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 08:06:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 08:06:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 08:06:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 08:06:20 main:494] : INFO : Creating Model [2021-07-05 08:06:20 main:507] : INFO : Preparing config file [2021-07-05 08:06:20 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 08:06:20 main:512] : INFO : Loading config [2021-07-05 08:06:20 main:514] : INFO : Loading state [2021-07-05 08:06:21 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 08:06:21 main:562] : INFO : Starting Training [2021-07-05 08:06:25 main:574] : INFO : Epoch 2046 | loss: 0.0315151 | val_loss: 0.031298 | Time: 3229.91 ms [2021-07-05 08:06:27 main:574] : INFO : Epoch 2047 | loss: 0.0312384 | val_loss: 0.0312159 | Time: 2406.35 ms [2021-07-05 08:06:30 main:574] : INFO : Epoch 2048 | loss: 0.0311573 | val_loss: 0.031188 | Time: 2416.05 ms [2021-07-05 08:06:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031188 [2021-07-05 08:06:30 main:603] : INFO : Saving end state to config to file [2021-07-05 08:06:30 main:608] : INFO : Success, exiting.. 08:06:30 (33092): 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)