Task 7459757
| Name | ParityModified-1631734149-19200-1_0 |
| Workunit | 5128690 |
| Created | 19 Sep 2021, 14:47:38 UTC |
| Sent | 26 Sep 2021, 17:59:56 UTC |
| Report deadline | 3 Oct 2021, 17:59:56 UTC |
| Received | 27 Sep 2021, 8:55:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 56 min 15 sec |
| CPU time | 55 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0312362 | val_loss: 0.0312434 | Time: 1640.26 ms [2021-09-27 03:40:25 main:574] : INFO : Epoch 1543 | loss: 0.0312458 | val_loss: 0.0312542 | Time: 1617.78 ms [2021-09-27 03:40:26 main:574] : INFO : Epoch 1544 | loss: 0.0312415 | val_loss: 0.031231 | Time: 1624.16 ms [2021-09-27 03:40:28 main:574] : INFO : Epoch 1545 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 1631.35 ms [2021-09-27 03:40:30 main:574] : INFO : Epoch 1546 | loss: 0.031231 | val_loss: 0.0312306 | Time: 1625.09 ms [2021-09-27 03:40:31 main:574] : INFO : Epoch 1547 | loss: 0.0312331 | val_loss: 0.0312296 | Time: 1634.73 ms [2021-09-27 03:40:33 main:574] : INFO : Epoch 1548 | loss: 0.031229 | val_loss: 0.0312287 | Time: 1619.53 ms [2021-09-27 03:40:35 main:574] : INFO : Epoch 1549 | loss: 0.0312312 | val_loss: 0.0312292 | Time: 1611.12 ms [2021-09-27 03:40:36 main:574] : INFO : Epoch 1550 | loss: 0.0312295 | val_loss: 0.0312281 | Time: 1652.99 ms [2021-09-27 03:40:38 main:574] : INFO : Epoch 1551 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 1634.61 ms [2021-09-27 03:40:39 main:574] : INFO : Epoch 1552 | loss: 0.0312281 | val_loss: 0.0312288 | Time: 1629.97 ms [2021-09-27 03:40:41 main:574] : INFO : Epoch 1553 | loss: 0.0312314 | val_loss: 0.0312432 | Time: 1627.44 ms [2021-09-27 03:40:43 main:574] : INFO : Epoch 1554 | loss: 0.0312327 | val_loss: 0.0312265 | Time: 1619.68 ms [2021-09-27 03:40:44 main:574] : INFO : Epoch 1555 | loss: 0.0312282 | val_loss: 0.0312313 | Time: 1647.63 ms [2021-09-27 03:40:46 main:574] : INFO : Epoch 1556 | loss: 0.0312285 | val_loss: 0.0312327 | Time: 1625.68 ms [2021-09-27 03:40:48 main:574] : INFO : Epoch 1557 | loss: 0.0312287 | val_loss: 0.0312259 | Time: 1629.68 ms [2021-09-27 03:40:49 main:574] : INFO : Epoch 1558 | loss: 0.0312265 | val_loss: 0.031225 | Time: 1644.82 ms [2021-09-27 03:40:51 main:574] : INFO : Epoch 1559 | loss: 0.0312282 | val_loss: 0.0312251 | Time: 1655.44 ms [2021-09-27 03:40:53 main:574] : INFO : Epoch 1560 | loss: 0.0312273 | val_loss: 0.031227 | Time: 1642.75 ms [2021-09-27 03:40:54 main:574] : INFO : Epoch 1561 | loss: 0.0312254 | val_loss: 0.0312239 | Time: 1652.99 ms [2021-09-27 03:40:56 main:574] : INFO : Epoch 1562 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 1638.69 ms [2021-09-27 03:40:58 main:574] : INFO : Epoch 1563 | loss: 0.0312324 | val_loss: 0.0312457 | Time: 1627.38 ms [2021-09-27 03:40:59 main:574] : INFO : Epoch 1564 | loss: 0.0312269 | val_loss: 0.0312234 | Time: 1600.21 ms [2021-09-27 03:41:01 main:574] : INFO : Epoch 1565 | loss: 0.0312236 | val_loss: 0.0312216 | Time: 1637.45 ms [2021-09-27 03:41:02 main:574] : INFO : Epoch 1566 | loss: 0.031224 | val_loss: 0.0312224 | Time: 1652.7 ms [2021-09-27 03:41:04 main:574] : INFO : Epoch 1567 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 1626.63 ms [2021-09-27 03:41:06 main:574] : INFO : Epoch 1568 | loss: 0.0312232 | val_loss: 0.0312195 | Time: 1634.18 ms [2021-09-27 03:41:07 main:574] : INFO : Epoch 1569 | loss: 0.0312221 | val_loss: 0.0312279 | Time: 1628.07 ms [2021-09-27 03:41:09 main:574] : INFO : Epoch 1570 | loss: 0.0312238 | val_loss: 0.0312241 | Time: 1643.42 ms [2021-09-27 03:41:11 main:574] : INFO : Epoch 1571 | loss: 0.0312246 | val_loss: 0.03123 | Time: 1616.26 ms [2021-09-27 03:41:12 main:574] : INFO : Epoch 1572 | loss: 0.0312208 | val_loss: 0.0312169 | Time: 1654.35 ms [2021-09-27 03:41:14 main:574] : INFO : Epoch 1573 | loss: 0.0312187 | val_loss: 0.0312163 | Time: 1631.45 ms [2021-09-27 03:41:16 main:574] : INFO : Epoch 1574 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 1641.24 ms [2021-09-27 03:41:17 main:574] : INFO : Epoch 1575 | loss: 0.0312203 | val_loss: 0.0312153 | Time: 1620.53 ms [2021-09-27 03:41:19 main:574] : INFO : Epoch 1576 | loss: 0.031218 | val_loss: 0.0312168 | Time: 1629.21 ms [2021-09-27 03:41:20 main:574] : INFO : Epoch 1577 | loss: 0.0312175 | val_loss: 0.0312141 | Time: 1619.79 ms [2021-09-27 03:41:22 main:574] : INFO : Epoch 1578 | loss: 0.0312223 | val_loss: 0.0312148 | Time: 1654.91 ms [2021-09-27 03:41:24 main:574] : INFO : Epoch 1579 | loss: 0.031218 | val_loss: 0.0312133 | Time: 1634.09 ms [2021-09-27 03:41:25 main:574] : INFO : Epoch 1580 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 1619.36 ms [2021-09-27 03:41:27 main:574] : INFO : Epoch 1581 | loss: 0.031217 | val_loss: 0.0312118 | Time: 1629.42 ms [2021-09-27 03:41:29 main:574] : INFO : Epoch 1582 | loss: 0.0312144 | val_loss: 0.0312255 | Time: 1641.26 ms [2021-09-27 03:41:30 main:574] : INFO : Epoch 1583 | loss: 0.0312223 | val_loss: 0.0312369 | Time: 1626.97 ms [2021-09-27 03:41:32 main:574] : INFO : Epoch 1584 | loss: 0.0312201 | val_loss: 0.0312114 | Time: 1648.14 ms [2021-09-27 03:41:34 main:574] : INFO : Epoch 1585 | loss: 0.0312177 | val_loss: 0.0312122 | Time: 1636.21 ms [2021-09-27 03:41:35 main:574] : INFO : Epoch 1586 | loss: 0.0312139 | val_loss: 0.0312088 | Time: 1637.58 ms [2021-09-27 03:41:37 main:574] : INFO : Epoch 1587 | loss: 0.031212 | val_loss: 0.0312073 | Time: 1653.39 ms [2021-09-27 03:41:39 main:574] : INFO : Epoch 1588 | loss: 0.0312178 | val_loss: 0.0312239 | Time: 1663.71 ms [2021-09-27 03:41:40 main:574] : INFO : Epoch 1589 | loss: 0.0312146 | val_loss: 0.0312092 | Time: 1643.5 ms [2021-09-27 03:41:42 main:574] : INFO : Epoch 1590 | loss: 0.0312152 | val_loss: 0.0312263 | Time: 1658.98 ms [2021-09-27 03:41:44 main:574] : INFO : Epoch 1591 | loss: 0.0312166 | val_loss: 0.0312136 | Time: 1676.39 ms [2021-09-27 03:41:45 main:574] : INFO : Epoch 1592 | loss: 0.0312205 | val_loss: 0.0312065 | Time: 1638.33 ms [2021-09-27 03:41:47 main:574] : INFO : Epoch 1593 | loss: 0.0312093 | val_loss: 0.0312032 | Time: 1633.37 ms [2021-09-27 03:41:49 main:574] : INFO : Epoch 1594 | loss: 0.0312113 | val_loss: 0.0312033 | Time: 1636.38 ms [2021-09-27 03:41:50 main:574] : INFO : Epoch 1595 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1612.17 ms [2021-09-27 03:41:52 main:574] : INFO : Epoch 1596 | loss: 0.0312123 | val_loss: 0.0312121 | Time: 1608.27 ms [2021-09-27 03:41:53 main:574] : INFO : Epoch 1597 | loss: 0.0312077 | val_loss: 0.031204 | Time: 1645.14 ms [2021-09-27 03:41:55 main:574] : INFO : Epoch 1598 | loss: 0.0312023 | val_loss: 0.0311979 | Time: 1628.98 ms [2021-09-27 03:41:57 main:574] : INFO : Epoch 1599 | loss: 0.0312005 | val_loss: 0.0311959 | Time: 1649.14 ms [2021-09-27 03:41:58 main:574] : INFO : Epoch 1600 | loss: 0.0311978 | val_loss: 0.0311947 | Time: 1631.45 ms [2021-09-27 03:42:00 main:574] : INFO : Epoch 1601 | loss: 0.0312004 | val_loss: 0.0311923 | Time: 1646.42 ms [2021-09-27 03:42:02 main:574] : INFO : Epoch 1602 | loss: 0.0311961 | val_loss: 0.031201 | Time: 1629.53 ms [2021-09-27 03:42:03 main:574] : INFO : Epoch 1603 | loss: 0.0311961 | val_loss: 0.0312086 | Time: 1653.29 ms [2021-09-27 03:42:05 main:574] : INFO : Epoch 1604 | loss: 0.0312078 | val_loss: 0.0311886 | Time: 1619.23 ms [2021-09-27 03:42:07 main:574] : INFO : Epoch 1605 | loss: 0.0311995 | val_loss: 0.0311883 | Time: 1632.68 ms [2021-09-27 03:42:08 main:574] : INFO : Epoch 1606 | loss: 0.0311914 | val_loss: 0.0311869 | Time: 1640.52 ms [2021-09-27 03:42:10 main:574] : INFO : Epoch 1607 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 1626.45 ms [2021-09-27 03:42:11 main:574] : INFO : Epoch 1608 | loss: 0.0311904 | val_loss: 0.0311878 | Time: 1633.66 ms [2021-09-27 03:42:13 main:574] : INFO : Epoch 1609 | loss: 0.0311906 | val_loss: 0.0312027 | Time: 1661.23 ms [2021-09-27 03:42:15 main:574] : INFO : Epoch 1610 | loss: 0.0311936 | val_loss: 0.0311836 | Time: 1635.75 ms [2021-09-27 03:42:16 main:574] : INFO : Epoch 1611 | loss: 0.0311924 | val_loss: 0.0311913 | Time: 1653.46 ms [2021-09-27 03:42:18 main:574] : INFO : Epoch 1612 | loss: 0.0311875 | val_loss: 0.0311988 | Time: 1615.99 ms [2021-09-27 03:42:20 main:574] : INFO : Epoch 1613 | loss: 0.0311956 | val_loss: 0.0311886 | Time: 1616.36 ms [2021-09-27 03:42:21 main:574] : INFO : Epoch 1614 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 1622.08 ms [2021-09-27 03:42:23 main:574] : INFO : Epoch 1615 | loss: 0.0311886 | val_loss: 0.0311807 | Time: 1599.7 ms [2021-09-27 03:42:25 main:574] : INFO : Epoch 1616 | loss: 0.0312018 | val_loss: 0.0311874 | Time: 1612.73 ms [2021-09-27 03:42:26 main:574] : INFO : Epoch 1617 | loss: 0.0311963 | val_loss: 0.031209 | Time: 1635.54 ms [2021-09-27 03:42:28 main:574] : INFO : Epoch 1618 | loss: 0.0311945 | val_loss: 0.0311949 | Time: 1655.28 ms [2021-09-27 03:42:29 main:574] : INFO : Epoch 1619 | loss: 0.0311883 | val_loss: 0.0311796 | Time: 1619.77 ms [2021-09-27 03:42:31 main:574] : INFO : Epoch 1620 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 1655.14 ms [2021-09-27 03:42:33 main:574] : INFO : Epoch 1621 | loss: 0.0311836 | val_loss: 0.031177 | Time: 1610.58 ms [2021-09-27 03:42:34 main:574] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 1647.23 ms [2021-09-27 03:42:36 main:574] : INFO : Epoch 1623 | loss: 0.0311789 | val_loss: 0.0311766 | Time: 1631.6 ms [2021-09-27 03:42:38 main:574] : INFO : Epoch 1624 | loss: 0.0311843 | val_loss: 0.0311953 | Time: 1636.05 ms [2021-09-27 03:42:39 main:574] : INFO : Epoch 1625 | loss: 0.0311858 | val_loss: 0.0311948 | Time: 1664.97 ms [2021-09-27 03:42:41 main:574] : INFO : Epoch 1626 | loss: 0.031185 | val_loss: 0.0311762 | Time: 1651.63 ms [2021-09-27 03:42:43 main:574] : INFO : Epoch 1627 | loss: 0.031184 | val_loss: 0.0311928 | Time: 1634.72 ms [2021-09-27 03:42:44 main:574] : INFO : Epoch 1628 | loss: 0.0311796 | val_loss: 0.0311784 | Time: 1641.57 ms [2021-09-27 03:42:46 main:574] : INFO : Epoch 1629 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 1648.16 ms [2021-09-27 03:42:48 main:574] : INFO : Epoch 1630 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 1644.34 ms [2021-09-27 03:42:49 main:574] : INFO : Epoch 1631 | loss: 0.0311773 | val_loss: 0.0311746 | Time: 1661.79 ms [2021-09-27 03:42:51 main:574] : INFO : Epoch 1632 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 1607.11 ms [2021-09-27 03:42:52 main:574] : INFO : Epoch 1633 | loss: 0.031188 | val_loss: 0.0311867 | Time: 1612.41 ms [2021-09-27 03:42:54 main:574] : INFO : Epoch 1634 | loss: 0.0311801 | val_loss: 0.0311728 | Time: 1644.69 ms [2021-09-27 03:42:56 main:574] : INFO : Epoch 1635 | loss: 0.0311814 | val_loss: 0.0311931 | Time: 1635.13 ms [2021-09-27 03:42:57 main:574] : INFO : Epoch 1636 | loss: 0.0311838 | val_loss: 0.0311765 | Time: 1649.98 ms [2021-09-27 03:42:59 main:574] : INFO : Epoch 1637 | loss: 0.0311748 | val_loss: 0.0311738 | Time: 1640.48 ms [2021-09-27 03:43:01 main:574] : INFO : Epoch 1638 | loss: 0.0311787 | val_loss: 0.0311698 | Time: 1628.29 ms [2021-09-27 03:43:02 main:574] : INFO : Epoch 1639 | loss: 0.0311727 | val_loss: 0.0311696 | Time: 1651.06 ms [2021-09-27 03:43:04 main:574] : INFO : Epoch 1640 | loss: 0.0311721 | val_loss: 0.0311824 | Time: 1605.55 ms [2021-09-27 03:43:06 main:574] : INFO : Epoch 1641 | loss: 0.0311867 | val_loss: 0.031175 | Time: 1649.27 ms [2021-09-27 03:43:07 main:574] : INFO : Epoch 1642 | loss: 0.0311724 | val_loss: 0.0311692 | Time: 1621.34 ms [2021-09-27 03:43:09 main:574] : INFO : Epoch 1643 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1650.58 ms [2021-09-27 03:43:11 main:574] : INFO : Epoch 1644 | loss: 0.0311732 | val_loss: 0.0311677 | Time: 1659.07 ms [2021-09-27 03:43:12 main:574] : INFO : Epoch 1645 | loss: 0.0311751 | val_loss: 0.0312016 | Time: 1643.14 ms [2021-09-27 03:43:14 main:574] : INFO : Epoch 1646 | loss: 0.0311815 | val_loss: 0.0311686 | Time: 1598.52 ms [2021-09-27 03:43:16 main:574] : INFO : Epoch 1647 | loss: 0.0311702 | val_loss: 0.0311677 | Time: 1653.2 ms [2021-09-27 03:43:17 main:574] : INFO : Epoch 1648 | loss: 0.031187 | val_loss: 0.0312186 | Time: 1645.72 ms [2021-09-27 03:43:19 main:574] : INFO : Epoch 1649 | loss: 0.0312036 | val_loss: 0.0311995 | Time: 1660.58 ms [2021-09-27 03:43:20 main:574] : INFO : Epoch 1650 | loss: 0.031192 | val_loss: 0.0311736 | Time: 1614.02 ms [2021-09-27 03:43:22 main:574] : INFO : Epoch 1651 | loss: 0.0311824 | val_loss: 0.0311992 | Time: 1640.69 ms [2021-09-27 03:43:24 main:574] : INFO : Epoch 1652 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 1661.17 ms [2021-09-27 03:43:25 main:574] : INFO : Epoch 1653 | loss: 0.0311973 | val_loss: 0.0311829 | Time: 1636.25 ms [2021-09-27 03:43:27 main:574] : INFO : Epoch 1654 | loss: 0.0311939 | val_loss: 0.0311804 | Time: 1641.1 ms [2021-09-27 03:43:29 main:574] : INFO : Epoch 1655 | loss: 0.0311812 | val_loss: 0.0311752 | Time: 1660.79 ms [2021-09-27 03:43:30 main:574] : INFO : Epoch 1656 | loss: 0.0311789 | val_loss: 0.0311758 | Time: 1637 ms [2021-09-27 03:43:32 main:574] : INFO : Epoch 1657 | loss: 0.0311802 | val_loss: 0.0311721 | Time: 1641.52 ms [2021-09-27 03:43:34 main:574] : INFO : Epoch 1658 | loss: 0.0311786 | val_loss: 0.031197 | Time: 1643.62 ms [2021-09-27 03:43:35 main:574] : INFO : Epoch 1659 | loss: 0.0311841 | val_loss: 0.0311874 | Time: 1627.03 ms [2021-09-27 03:43:37 main:574] : INFO : Epoch 1660 | loss: 0.0311846 | val_loss: 0.031176 | Time: 1645.76 ms [2021-09-27 03:43:39 main:574] : INFO : Epoch 1661 | loss: 0.0311789 | val_loss: 0.0311703 | Time: 1624.3 ms [2021-09-27 03:43:40 main:574] : INFO : Epoch 1662 | loss: 0.0311749 | val_loss: 0.0311735 | Time: 1629.28 ms [2021-09-27 03:43:42 main:574] : INFO : Epoch 1663 | loss: 0.0311741 | val_loss: 0.0311692 | Time: 1631.9 ms [2021-09-27 03:43:43 main:574] : INFO : Epoch 1664 | loss: 0.0311747 | val_loss: 0.0311685 | Time: 1615.83 ms [2021-09-27 03:43:45 main:574] : INFO : Epoch 1665 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 1655.61 ms [2021-09-27 03:43:47 main:574] : INFO : Epoch 1666 | loss: 0.031174 | val_loss: 0.0311733 | Time: 1639.13 ms [2021-09-27 03:43:48 main:574] : INFO : Epoch 1667 | loss: 0.0311749 | val_loss: 0.0311675 | Time: 1658.71 ms [2021-09-27 03:43:50 main:574] : INFO : Epoch 1668 | loss: 0.0311765 | val_loss: 0.0311667 | Time: 1638.15 ms [2021-09-27 03:43:52 main:574] : INFO : Epoch 1669 | loss: 0.0311774 | val_loss: 0.0311769 | Time: 1625.48 ms [2021-09-27 03:43:53 main:574] : INFO : Epoch 1670 | loss: 0.0311876 | val_loss: 0.0311796 | Time: 1622.44 ms [2021-09-27 03:43:55 main:574] : INFO : Epoch 1671 | loss: 0.0311729 | val_loss: 0.0311676 | Time: 1658.38 ms [2021-09-27 03:43:57 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1668 ms [2021-09-27 03:43:58 main:574] : INFO : Epoch 1673 | loss: 0.0311814 | val_loss: 0.0311743 | Time: 1648.7 ms [2021-09-27 03:44:00 main:574] : INFO : Epoch 1674 | loss: 0.0311741 | val_loss: 0.031174 | Time: 1649.71 ms [2021-09-27 03:44:02 main:574] : INFO : Epoch 1675 | loss: 0.0311766 | val_loss: 0.0311655 | Time: 1664.31 ms [2021-09-27 03:44:03 main:574] : INFO : Epoch 1676 | loss: 0.0311733 | val_loss: 0.0311654 | Time: 1634.12 ms [2021-09-27 03:44:05 main:574] : INFO : Epoch 1677 | loss: 0.0311707 | val_loss: 0.031171 | Time: 1636.89 ms [2021-09-27 03:44:07 main:574] : INFO : Epoch 1678 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1626.01 ms [2021-09-27 03:44:08 main:574] : INFO : Epoch 1679 | loss: 0.0311849 | val_loss: 0.0311741 | Time: 1617.34 ms [2021-09-27 03:44:10 main:574] : INFO : Epoch 1680 | loss: 0.0311738 | val_loss: 0.0311711 | Time: 1637.73 ms [2021-09-27 03:44:12 main:574] : INFO : Epoch 1681 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1641.8 ms [2021-09-27 03:44:13 main:574] : INFO : Epoch 1682 | loss: 0.0311751 | val_loss: 0.0311692 | Time: 1630.32 ms [2021-09-27 03:44:15 main:574] : INFO : Epoch 1683 | loss: 0.031175 | val_loss: 0.0311931 | Time: 1635.18 ms [2021-09-27 03:44:16 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 1638.64 ms [2021-09-27 03:44:18 main:574] : INFO : Epoch 1685 | loss: 0.0311753 | val_loss: 0.0311665 | Time: 1645.57 ms [2021-09-27 03:44:20 main:574] : INFO : Epoch 1686 | loss: 0.0311708 | val_loss: 0.0311688 | Time: 1628.76 ms [2021-09-27 03:44:21 main:574] : INFO : Epoch 1687 | loss: 0.0311693 | val_loss: 0.0311668 | Time: 1629.65 ms [2021-09-27 03:44:23 main:574] : INFO : Epoch 1688 | loss: 0.0311715 | val_loss: 0.031179 | Time: 1639.43 ms [2021-09-27 03:44:25 main:574] : INFO : Epoch 1689 | loss: 0.0311754 | val_loss: 0.0311653 | Time: 1607.03 ms [2021-09-27 03:44:26 main:574] : INFO : Epoch 1690 | loss: 0.0311694 | val_loss: 0.0311676 | Time: 1641.35 ms [2021-09-27 03:44:28 main:574] : INFO : Epoch 1691 | loss: 0.031171 | val_loss: 0.0311839 | Time: 1638.62 ms [2021-09-27 03:44:30 main:574] : INFO : Epoch 1692 | loss: 0.0311722 | val_loss: 0.0311675 | Time: 1657.55 ms [2021-09-27 03:44:31 main:574] : INFO : Epoch 1693 | loss: 0.0311737 | val_loss: 0.0311719 | Time: 1623.07 ms [2021-09-27 03:44:33 main:574] : INFO : Epoch 1694 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 1648.48 ms [2021-09-27 03:44:35 main:574] : INFO : Epoch 1695 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 1632.58 ms [2021-09-27 03:44:36 main:574] : INFO : Epoch 1696 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 1641.69 ms [2021-09-27 03:44:38 main:574] : INFO : Epoch 1697 | loss: 0.0311765 | val_loss: 0.0311631 | Time: 1597.68 ms [2021-09-27 03:44:39 main:574] : INFO : Epoch 1698 | loss: 0.0311945 | val_loss: 0.0311993 | Time: 1632.19 ms [2021-09-27 03:44:41 main:574] : INFO : Epoch 1699 | loss: 0.031176 | val_loss: 0.0311664 | Time: 1669.79 ms [2021-09-27 03:44:43 main:574] : INFO : Epoch 1700 | loss: 0.0311761 | val_loss: 0.0311649 | Time: 1656.66 ms [2021-09-27 03:44:44 main:574] : INFO : Epoch 1701 | loss: 0.0311671 | val_loss: 0.0311629 | Time: 1626.57 ms [2021-09-27 03:44:46 main:574] : INFO : Epoch 1702 | loss: 0.031172 | val_loss: 0.0311622 | Time: 1626.68 ms [2021-09-27 03:44:48 main:574] : INFO : Epoch 1703 | loss: 0.0311697 | val_loss: 0.0311706 | Time: 1638.57 ms [2021-09-27 03:44:49 main:574] : INFO : Epoch 1704 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 1637.5 ms [2021-09-27 03:44:51 main:574] : INFO : Epoch 1705 | loss: 0.03118 | val_loss: 0.0312007 | Time: 1631.85 ms [2021-09-27 03:44:53 main:574] : INFO : Epoch 1706 | loss: 0.0311803 | val_loss: 0.0311742 | Time: 1636.32 ms [2021-09-27 03:44:54 main:574] : INFO : Epoch 1707 | loss: 0.0311709 | val_loss: 0.0311726 | Time: 1645.5 ms [2021-09-27 03:44:56 main:574] : INFO : Epoch 1708 | loss: 0.0311688 | val_loss: 0.0311701 | Time: 1645.21 ms [2021-09-27 03:44:58 main:574] : INFO : Epoch 1709 | loss: 0.0311671 | val_loss: 0.0311629 | Time: 1630.48 ms [2021-09-27 03:44:59 main:574] : INFO : Epoch 1710 | loss: 0.0311679 | val_loss: 0.0311642 | Time: 1621.99 ms [2021-09-27 03:45:01 main:574] : INFO : Epoch 1711 | loss: 0.0311669 | val_loss: 0.0311693 | Time: 1636.42 ms [2021-09-27 03:45:02 main:574] : INFO : Epoch 1712 | loss: 0.0311801 | val_loss: 0.0311617 | Time: 1641.09 ms [2021-09-27 03:45:04 main:574] : INFO : Epoch 1713 | loss: 0.0311786 | val_loss: 0.0311624 | Time: 1635.21 ms [2021-09-27 03:45:06 main:574] : INFO : Epoch 1714 | loss: 0.0311789 | val_loss: 0.0311651 | Time: 1634.28 ms [2021-09-27 03:45:07 main:574] : INFO : Epoch 1715 | loss: 0.0311728 | val_loss: 0.0311634 | Time: 1636.93 ms [2021-09-27 03:45:09 main:574] : INFO : Epoch 1716 | loss: 0.031164 | val_loss: 0.0311615 | Time: 1636.22 ms [2021-09-27 03:45:11 main:574] : INFO : Epoch 1717 | loss: 0.0311668 | val_loss: 0.0311617 | Time: 1623.1 ms [2021-09-27 03:45:12 main:574] : INFO : Epoch 1718 | loss: 0.0311658 | val_loss: 0.031161 | Time: 1638.43 ms [2021-09-27 03:45:14 main:574] : INFO : Epoch 1719 | loss: 0.0311647 | val_loss: 0.0311658 | Time: 1648.84 ms [2021-09-27 03:45:16 main:574] : INFO : Epoch 1720 | loss: 0.0311684 | val_loss: 0.0311617 | Time: 1663.34 ms [2021-09-27 03:45:17 main:574] : INFO : Epoch 1721 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 1656.53 ms [2021-09-27 03:45:19 main:574] : INFO : Epoch 1722 | loss: 0.0311668 | val_loss: 0.0311639 | Time: 1615.58 ms [2021-09-27 03:45:21 main:574] : INFO : Epoch 1723 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 1621.93 ms [2021-09-27 03:45:22 main:574] : INFO : Epoch 1724 | loss: 0.0311665 | val_loss: 0.0311601 | Time: 1626.41 ms [2021-09-27 03:45:24 main:574] : INFO : Epoch 1725 | loss: 0.0311657 | val_loss: 0.0311671 | Time: 1629.99 ms [2021-09-27 03:45:25 main:574] : INFO : Epoch 1726 | loss: 0.0311672 | val_loss: 0.0311605 | Time: 1610.54 ms [2021-09-27 03:45:27 main:574] : INFO : Epoch 1727 | loss: 0.0311646 | val_loss: 0.0311661 | Time: 1613.89 ms [2021-09-27 03:45:29 main:574] : INFO : Epoch 1728 | loss: 0.0311633 | val_loss: 0.0311607 | Time: 1635.66 ms [2021-09-27 03:45:30 main:574] : INFO : Epoch 1729 | loss: 0.0311667 | val_loss: 0.0311583 | Time: 1626.24 ms [2021-09-27 03:45:32 main:574] : INFO : Epoch 1730 | loss: 0.0311621 | val_loss: 0.0311625 | Time: 1621.13 ms [2021-09-27 03:45:34 main:574] : INFO : Epoch 1731 | loss: 0.0311639 | val_loss: 0.0311606 | Time: 1653.84 ms [2021-09-27 03:45:35 main:574] : INFO : Epoch 1732 | loss: 0.0311632 | val_loss: 0.0311604 | Time: 1655.53 ms [2021-09-27 03:45:37 main:574] : INFO : Epoch 1733 | loss: 0.0311623 | val_loss: 0.0311607 | Time: 1633.22 ms [2021-09-27 03:45:39 main:574] : INFO : Epoch 1734 | loss: 0.0311619 | val_loss: 0.0311601 | Time: 1650.4 ms [2021-09-27 03:45:40 main:574] : INFO : Epoch 1735 | loss: 0.0311605 | val_loss: 0.0311608 | Time: 1639.53 ms [2021-09-27 03:45:42 main:574] : INFO : Epoch 1736 | loss: 0.0311666 | val_loss: 0.0311642 | Time: 1630.46 ms [2021-09-27 03:45:43 main:574] : INFO : Epoch 1737 | loss: 0.031172 | val_loss: 0.0311592 | Time: 1653.53 ms [2021-09-27 03:45:45 main:574] : INFO : Epoch 1738 | loss: 0.0311649 | val_loss: 0.0311614 | Time: 1629.19 ms [2021-09-27 03:45:47 main:574] : INFO : Epoch 1739 | loss: 0.0311794 | val_loss: 0.0311989 | Time: 1639.38 ms [2021-09-27 03:45:48 main:574] : INFO : Epoch 1740 | loss: 0.031202 | val_loss: 0.0311976 | Time: 1622.79 ms [2021-09-27 03:45:50 main:574] : INFO : Epoch 1741 | loss: 0.0311964 | val_loss: 0.0311885 | Time: 1645.32 ms [2021-09-27 03:45:52 main:574] : INFO : Epoch 1742 | loss: 0.0311918 | val_loss: 0.0311821 | Time: 1617.45 ms [2021-09-27 03:45:53 main:574] : INFO : Epoch 1743 | loss: 0.0311904 | val_loss: 0.0311817 | Time: 1629.13 ms [2021-09-27 03:45:55 main:574] : INFO : Epoch 1744 | loss: 0.0311914 | val_loss: 0.0311821 | Time: 1640.68 ms [2021-09-27 03:45:57 main:574] : INFO : Epoch 1745 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 1634.3 ms [2021-09-27 03:45:58 main:574] : INFO : Epoch 1746 | loss: 0.031202 | val_loss: 0.031194 | Time: 1626.4 ms [2021-09-27 03:46:00 main:574] : INFO : Epoch 1747 | loss: 0.031193 | val_loss: 0.0311911 | Time: 1627.12 ms [2021-09-27 03:46:01 main:574] : INFO : Epoch 1748 | loss: 0.0312024 | val_loss: 0.031218 | Time: 1630.16 ms [2021-09-27 03:46:03 main:574] : INFO : Epoch 1749 | loss: 0.0312099 | val_loss: 0.0312041 | Time: 1627.56 ms [2021-09-27 03:46:05 main:574] : INFO : Epoch 1750 | loss: 0.0312057 | val_loss: 0.0311997 | Time: 1633.59 ms [2021-09-27 03:46:06 main:574] : INFO : Epoch 1751 | loss: 0.0311999 | val_loss: 0.0311972 | Time: 1646.12 ms [2021-09-27 03:46:08 main:574] : INFO : Epoch 1752 | loss: 0.0311985 | val_loss: 0.0311968 | Time: 1655.67 ms [2021-09-27 03:46:10 main:574] : INFO : Epoch 1753 | loss: 0.0311994 | val_loss: 0.0311949 | Time: 1647.1 ms [2021-09-27 03:46:11 main:574] : INFO : Epoch 1754 | loss: 0.031196 | val_loss: 0.0311932 | Time: 1636.72 ms [2021-09-27 03:46:13 main:574] : INFO : Epoch 1755 | loss: 0.0312035 | val_loss: 0.0312071 | Time: 1646.18 ms [2021-09-27 03:46:15 main:574] : INFO : Epoch 1756 | loss: 0.031199 | val_loss: 0.0311908 | Time: 1608.86 ms [2021-09-27 03:46:16 main:574] : INFO : Epoch 1757 | loss: 0.0311916 | val_loss: 0.031189 | Time: 1638.77 ms [2021-09-27 03:46:18 main:574] : INFO : Epoch 1758 | loss: 0.031191 | val_loss: 0.0311874 | Time: 1623.85 ms [2021-09-27 03:46:20 main:574] : INFO : Epoch 1759 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 1639.56 ms [2021-09-27 03:46:21 main:574] : INFO : Epoch 1760 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 1652.19 ms [2021-09-27 03:46:23 main:574] : INFO : Epoch 1761 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 1654.15 ms [2021-09-27 03:46:25 main:574] : INFO : Epoch 1762 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 1621.32 ms [2021-09-27 03:46:26 main:574] : INFO : Epoch 1763 | loss: 0.0311888 | val_loss: 0.03119 | Time: 1645.05 ms [2021-09-27 03:46:28 main:574] : INFO : Epoch 1764 | loss: 0.0312034 | val_loss: 0.0312109 | Time: 1588.95 ms [2021-09-27 03:46:29 main:574] : INFO : Epoch 1765 | loss: 0.0312006 | val_loss: 0.0311856 | Time: 1641.77 ms [2021-09-27 03:46:31 main:574] : INFO : Epoch 1766 | loss: 0.0311895 | val_loss: 0.0311853 | Time: 1661.19 ms [2021-09-27 03:46:33 main:574] : INFO : Epoch 1767 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 1649.71 ms [2021-09-27 03:46:34 main:574] : INFO : Epoch 1768 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 1642.26 ms [2021-09-27 03:46:36 main:574] : INFO : Epoch 1769 | loss: 0.0311832 | val_loss: 0.0311843 | Time: 1630.61 ms [2021-09-27 03:46:38 main:574] : INFO : Epoch 1770 | loss: 0.0311842 | val_loss: 0.0311819 | Time: 1643.21 ms [2021-09-27 03:46:39 main:574] : INFO : Epoch 1771 | loss: 0.0311889 | val_loss: 0.0311817 | Time: 1628.55 ms [2021-09-27 03:46:41 main:574] : INFO : Epoch 1772 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 1624.76 ms [2021-09-27 03:46:43 main:574] : INFO : Epoch 1773 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 1636.75 ms [2021-09-27 03:46:44 main:574] : INFO : Epoch 1774 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 1624.65 ms [2021-09-27 03:46:46 main:574] : INFO : Epoch 1775 | loss: 0.031184 | val_loss: 0.0311812 | Time: 1654.6 ms [2021-09-27 03:46:48 main:574] : INFO : Epoch 1776 | loss: 0.0311804 | val_loss: 0.0311825 | Time: 1664.83 ms [2021-09-27 03:46:49 main:574] : INFO : Epoch 1777 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 1628.03 ms [2021-09-27 03:46:51 main:574] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311846 | Time: 1649.26 ms [2021-09-27 03:46:52 main:574] : INFO : Epoch 1779 | loss: 0.031186 | val_loss: 0.0311882 | Time: 1646.51 ms [2021-09-27 03:46:54 main:574] : INFO : Epoch 1780 | loss: 0.0311891 | val_loss: 0.0311875 | Time: 1632.08 ms [2021-09-27 03:46:56 main:574] : INFO : Epoch 1781 | loss: 0.0311882 | val_loss: 0.0311878 | Time: 1602.26 ms [2021-09-27 03:46:57 main:574] : INFO : Epoch 1782 | loss: 0.0311831 | val_loss: 0.031185 | Time: 1586.71 ms [2021-09-27 03:46:59 main:574] : INFO : Epoch 1783 | loss: 0.031182 | val_loss: 0.0311809 | Time: 1643.89 ms [2021-09-27 03:47:01 main:574] : INFO : Epoch 1784 | loss: 0.0311825 | val_loss: 0.0311807 | Time: 1669.5 ms [2021-09-27 03:47:02 main:574] : INFO : Epoch 1785 | loss: 0.0311821 | val_loss: 0.0311808 | Time: 1654.46 ms [2021-09-27 03:47:04 main:574] : INFO : Epoch 1786 | loss: 0.0311828 | val_loss: 0.031188 | Time: 1640.76 ms [2021-09-27 03:47:06 main:574] : INFO : Epoch 1787 | loss: 0.0311871 | val_loss: 0.0311805 | Time: 1634.99 ms [2021-09-27 03:47:07 main:574] : INFO : Epoch 1788 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1648.97 ms [2021-09-27 03:47:09 main:574] : INFO : Epoch 1789 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 1626.28 ms [2021-09-27 03:47:11 main:574] : INFO : Epoch 1790 | loss: 0.0311764 | val_loss: 0.031178 | Time: 1648.03 ms [2021-09-27 03:47:12 main:574] : INFO : Epoch 1791 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 1654.01 ms [2021-09-27 03:47:14 main:574] : INFO : Epoch 1792 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1622.69 ms [2021-09-27 03:47:15 main:574] : INFO : Epoch 1793 | loss: 0.0311815 | val_loss: 0.0311984 | Time: 1651.85 ms [2021-09-27 03:47:17 main:574] : INFO : Epoch 1794 | loss: 0.0311842 | val_loss: 0.0311773 | Time: 1621.36 ms [2021-09-27 03:47:19 main:574] : INFO : Epoch 1795 | loss: 0.0311794 | val_loss: 0.0311773 | Time: 1639.79 ms [2021-09-27 03:47:20 main:574] : INFO : Epoch 1796 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1602.71 ms [2021-09-27 03:47:22 main:574] : INFO : Epoch 1797 | loss: 0.031179 | val_loss: 0.0311752 | Time: 1640.93 ms [2021-09-27 03:47:24 main:574] : INFO : Epoch 1798 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1612.7 ms [2021-09-27 03:47:25 main:574] : INFO : Epoch 1799 | loss: 0.0311806 | val_loss: 0.031186 | Time: 1644.55 ms [2021-09-27 03:47:27 main:574] : INFO : Epoch 1800 | loss: 0.0311898 | val_loss: 0.0311831 | Time: 1656.05 ms [2021-09-27 03:47:29 main:574] : INFO : Epoch 1801 | loss: 0.0311906 | val_loss: 0.0312014 | Time: 1641.29 ms [2021-09-27 03:47:30 main:574] : INFO : Epoch 1802 | loss: 0.0311879 | val_loss: 0.0311823 | Time: 1669.85 ms [2021-09-27 03:47:32 main:574] : INFO : Epoch 1803 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 1647.46 ms [2021-09-27 03:47:34 main:574] : INFO : Epoch 1804 | loss: 0.0311838 | val_loss: 0.0311791 | Time: 1618.31 ms [2021-09-27 03:47:35 main:574] : INFO : Epoch 1805 | loss: 0.0311839 | val_loss: 0.031189 | Time: 1626.5 ms [2021-09-27 03:47:37 main:574] : INFO : Epoch 1806 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 1656.88 ms [2021-09-27 03:47:39 main:574] : INFO : Epoch 1807 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 1642.92 ms [2021-09-27 03:47:40 main:574] : INFO : Epoch 1808 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1626.9 ms [2021-09-27 03:47:42 main:574] : INFO : Epoch 1809 | loss: 0.0311767 | val_loss: 0.0311896 | Time: 1627.69 ms [2021-09-27 03:47:43 main:574] : INFO : Epoch 1810 | loss: 0.031179 | val_loss: 0.0311766 | Time: 1635.57 ms [2021-09-27 03:47:45 main:574] : INFO : Epoch 1811 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 1640.32 ms [2021-09-27 03:47:47 main:574] : INFO : Epoch 1812 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1649.98 ms [2021-09-27 03:47:48 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 1634.86 ms [2021-09-27 03:47:50 main:574] : INFO : Epoch 1814 | loss: 0.0311765 | val_loss: 0.0311729 | Time: 1620.76 ms [2021-09-27 03:47:52 main:574] : INFO : Epoch 1815 | loss: 0.0311743 | val_loss: 0.0311739 | Time: 1668.08 ms [2021-09-27 03:47:53 main:574] : INFO : Epoch 1816 | loss: 0.0311751 | val_loss: 0.031172 | Time: 1623.81 ms [2021-09-27 03:47:55 main:574] : INFO : Epoch 1817 | loss: 0.0311743 | val_loss: 0.0311726 | Time: 1648.7 ms [2021-09-27 03:47:57 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 1634.09 ms [2021-09-27 03:47:58 main:574] : INFO : Epoch 1819 | loss: 0.0311789 | val_loss: 0.031182 | Time: 1620.68 ms [2021-09-27 03:48:00 main:574] : INFO : Epoch 1820 | loss: 0.0311787 | val_loss: 0.0311735 | Time: 1637.83 ms [2021-09-27 03:48:02 main:574] : INFO : Epoch 1821 | loss: 0.0311743 | val_loss: 0.0311727 | Time: 1641.51 ms [2021-09-27 03:48:03 main:574] : INFO : Epoch 1822 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 1616.33 ms [2021-09-27 03:48:05 main:574] : INFO : Epoch 1823 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 1639.21 ms [2021-09-27 03:48:06 main:574] : INFO : Epoch 1824 | loss: 0.0311793 | val_loss: 0.0311875 | Time: 1645.46 ms [2021-09-27 03:48:08 main:574] : INFO : Epoch 1825 | loss: 0.0311746 | val_loss: 0.0311718 | Time: 1652.19 ms [2021-09-27 03:48:10 main:574] : INFO : Epoch 1826 | loss: 0.0311751 | val_loss: 0.0311722 | Time: 1653.73 ms [2021-09-27 03:48:11 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0311716 | Time: 1646.64 ms [2021-09-27 03:48:13 main:574] : INFO : Epoch 1828 | loss: 0.0311745 | val_loss: 0.0311869 | Time: 1631.86 ms [2021-09-27 03:48:15 main:574] : INFO : Epoch 1829 | loss: 0.0311831 | val_loss: 0.0311714 | Time: 1647.34 ms [2021-09-27 03:48:16 main:574] : INFO : Epoch 1830 | loss: 0.0311756 | val_loss: 0.0311716 | Time: 1650.02 ms [2021-09-27 03:48:18 main:574] : INFO : Epoch 1831 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 1644.11 ms [2021-09-27 03:48:20 main:574] : INFO : Epoch 1832 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1601.36 ms [2021-09-27 03:48:21 main:574] : INFO : Epoch 1833 | loss: 0.0311735 | val_loss: 0.0311746 | Time: 1606.44 ms [2021-09-27 03:48:23 main:574] : INFO : Epoch 1834 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1649.39 ms [2021-09-27 03:48:24 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 1624.03 ms [2021-09-27 03:48:26 main:574] : INFO : Epoch 1836 | loss: 0.0311762 | val_loss: 0.0311727 | Time: 1625.26 ms [2021-09-27 03:48:28 main:574] : INFO : Epoch 1837 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1628.18 ms [2021-09-27 03:48:29 main:574] : INFO : Epoch 1838 | loss: 0.0311743 | val_loss: 0.0311734 | Time: 1629.43 ms [2021-09-27 03:48:31 main:574] : INFO : Epoch 1839 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 1636.46 ms [2021-09-27 03:48:33 main:574] : INFO : Epoch 1840 | loss: 0.0311779 | val_loss: 0.0311721 | Time: 1642.43 ms [2021-09-27 03:48:34 main:574] : INFO : Epoch 1841 | loss: 0.0311812 | val_loss: 0.0311925 | Time: 1636.42 ms [2021-09-27 03:48:36 main:574] : INFO : Epoch 1842 | loss: 0.0311758 | val_loss: 0.0311726 | Time: 1616.17 ms [2021-09-27 03:48:38 main:574] : INFO : Epoch 1843 | loss: 0.031175 | val_loss: 0.0311776 | Time: 1659.97 ms [2021-09-27 03:48:39 main:574] : INFO : Epoch 1844 | loss: 0.0311734 | val_loss: 0.0311721 | Time: 1654.62 ms [2021-09-27 03:48:41 main:574] : INFO : Epoch 1845 | loss: 0.0311744 | val_loss: 0.0311747 | Time: 1615.64 ms [2021-09-27 03:48:43 main:574] : INFO : Epoch 1846 | loss: 0.0311759 | val_loss: 0.0311758 | Time: 1620.64 ms [2021-09-27 03:48:44 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 1651.87 ms [2021-09-27 03:48:46 main:574] : INFO : Epoch 1848 | loss: 0.0311754 | val_loss: 0.0311887 | Time: 1662.34 ms [2021-09-27 03:48:48 main:574] : INFO : Epoch 1849 | loss: 0.0311778 | val_loss: 0.0311755 | Time: 1636.03 ms [2021-09-27 03:48:49 main:574] : INFO : Epoch 1850 | loss: 0.031177 | val_loss: 0.0311741 | Time: 1608.79 ms [2021-09-27 03:48:51 main:574] : INFO : Epoch 1851 | loss: 0.0311739 | val_loss: 0.031174 | Time: 1642.07 ms [2021-09-27 03:48:52 main:574] : INFO : Epoch 1852 | loss: 0.0311741 | val_loss: 0.0311748 | Time: 1631.78 ms [2021-09-27 03:48:54 main:574] : INFO : Epoch 1853 | loss: 0.0311738 | val_loss: 0.0311727 | Time: 1631.02 ms [2021-09-27 03:48:56 main:574] : INFO : Epoch 1854 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 1639.67 ms [2021-09-27 03:48:57 main:574] : INFO : Epoch 1855 | loss: 0.0311847 | val_loss: 0.031219 | Time: 1621.09 ms [2021-09-27 03:48:59 main:574] : INFO : Epoch 1856 | loss: 0.0312265 | val_loss: 0.0312232 | Time: 1647.41 ms [2021-09-27 03:49:01 main:574] : INFO : Epoch 1857 | loss: 0.0312175 | val_loss: 0.0312103 | Time: 1632.88 ms [2021-09-27 03:49:02 main:574] : INFO : Epoch 1858 | loss: 0.0312098 | val_loss: 0.0312067 | Time: 1637.77 ms [2021-09-27 03:49:04 main:574] : INFO : Epoch 1859 | loss: 0.0312076 | val_loss: 0.0312061 | Time: 1636.46 ms [2021-09-27 03:49:06 main:574] : INFO : Epoch 1860 | loss: 0.0312087 | val_loss: 0.0312028 | Time: 1633.45 ms [2021-09-27 03:49:07 main:574] : INFO : Epoch 1861 | loss: 0.0312049 | val_loss: 0.031202 | Time: 1637.88 ms [2021-09-27 03:49:09 main:574] : INFO : Epoch 1862 | loss: 0.031204 | val_loss: 0.031199 | Time: 1636.86 ms [2021-09-27 03:49:10 main:574] : INFO : Epoch 1863 | loss: 0.0312044 | val_loss: 0.0312012 | Time: 1606.26 ms [2021-09-27 03:49:12 main:574] : INFO : Epoch 1864 | loss: 0.0312023 | val_loss: 0.0311974 | Time: 1649.89 ms [2021-09-27 03:49:14 main:574] : INFO : Epoch 1865 | loss: 0.0312015 | val_loss: 0.0311983 | Time: 1648.84 ms [2021-09-27 03:49:15 main:574] : INFO : Epoch 1866 | loss: 0.0312027 | val_loss: 0.0311961 | Time: 1652 ms [2021-09-27 03:49:17 main:574] : INFO : Epoch 1867 | loss: 0.0312004 | val_loss: 0.0311981 | Time: 1651.98 ms [2021-09-27 03:49:19 main:574] : INFO : Epoch 1868 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 1651.5 ms [2021-09-27 03:49:20 main:574] : INFO : Epoch 1869 | loss: 0.031202 | val_loss: 0.0312009 | Time: 1651.43 ms [2021-09-27 03:49:22 main:574] : INFO : Epoch 1870 | loss: 0.0312006 | val_loss: 0.0311978 | Time: 1653.87 ms [2021-09-27 03:49:24 main:574] : INFO : Epoch 1871 | loss: 0.0311991 | val_loss: 0.0311964 | Time: 1649.09 ms [2021-09-27 03:49:25 main:574] : INFO : Epoch 1872 | loss: 0.0311986 | val_loss: 0.0311959 | Time: 1632.87 ms [2021-09-27 03:49:27 main:574] : INFO : Epoch 1873 | loss: 0.0311988 | val_loss: 0.0311968 | Time: 1647.55 ms [2021-09-27 03:49:29 main:574] : INFO : Epoch 1874 | loss: 0.0312003 | val_loss: 0.0311948 | Time: 1627.67 ms [2021-09-27 03:49:30 main:574] : INFO : Epoch 1875 | loss: 0.0311971 | val_loss: 0.0311944 | Time: 1639.75 ms [2021-09-27 03:49:32 main:574] : INFO : Epoch 1876 | loss: 0.0311983 | val_loss: 0.0311966 | Time: 1608.24 ms [2021-09-27 03:49:34 main:574] : INFO : Epoch 1877 | loss: 0.0311969 | val_loss: 0.0311962 | Time: 1641.07 ms [2021-09-27 03:49:35 main:574] : INFO : Epoch 1878 | loss: 0.0311997 | val_loss: 0.0312064 | Time: 1638.77 ms [2021-09-27 03:49:37 main:574] : INFO : Epoch 1879 | loss: 0.0312001 | val_loss: 0.0311957 | Time: 1635.46 ms [2021-09-27 03:49:38 main:574] : INFO : Epoch 1880 | loss: 0.0311952 | val_loss: 0.0311936 | Time: 1657.67 ms [2021-09-27 03:49:40 main:574] : INFO : Epoch 1881 | loss: 0.0311974 | val_loss: 0.0311931 | Time: 1634.1 ms [2021-09-27 03:49:42 main:574] : INFO : Epoch 1882 | loss: 0.0312001 | val_loss: 0.0312065 | Time: 1616.28 ms [2021-09-27 03:49:43 main:574] : INFO : Epoch 1883 | loss: 0.0312013 | val_loss: 0.0312126 | Time: 1616.99 ms [2021-09-27 03:49:45 main:574] : INFO : Epoch 1884 | loss: 0.0312021 | val_loss: 0.0311941 | Time: 1633.98 ms [2021-09-27 03:49:47 main:574] : INFO : Epoch 1885 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 1623.85 ms [2021-09-27 03:49:48 main:574] : INFO : Epoch 1886 | loss: 0.0311952 | val_loss: 0.0311927 | Time: 1661.48 ms [2021-09-27 03:49:50 main:574] : INFO : Epoch 1887 | loss: 0.0311936 | val_loss: 0.031192 | Time: 1623.44 ms [2021-09-27 03:49:52 main:574] : INFO : Epoch 1888 | loss: 0.0311947 | val_loss: 0.0311925 | Time: 1635.32 ms [2021-09-27 03:49:53 main:574] : INFO : Epoch 1889 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 1647.83 ms [2021-09-27 03:49:55 main:574] : INFO : Epoch 1890 | loss: 0.0311935 | val_loss: 0.0311956 | Time: 1633.75 ms [2021-09-27 03:49:57 main:574] : INFO : Epoch 1891 | loss: 0.031201 | val_loss: 0.0311924 | Time: 1629.93 ms [2021-09-27 03:49:58 main:574] : INFO : Epoch 1892 | loss: 0.031194 | val_loss: 0.0311924 | Time: 1621.56 ms [2021-09-27 03:50:00 main:574] : INFO : Epoch 1893 | loss: 0.031195 | val_loss: 0.0311961 | Time: 1627.46 ms [2021-09-27 03:50:01 main:574] : INFO : Epoch 1894 | loss: 0.031194 | val_loss: 0.0312015 | Time: 1650.11 ms [2021-09-27 03:50:03 main:574] : INFO : Epoch 1895 | loss: 0.0311972 | val_loss: 0.0311914 | Time: 1634.46 ms [2021-09-27 03:50:05 main:574] : INFO : Epoch 1896 | loss: 0.0311918 | val_loss: 0.0311939 | Time: 1631.75 ms [2021-09-27 03:50:06 main:574] : INFO : Epoch 1897 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 1628.96 ms [2021-09-27 03:50:08 main:574] : INFO : Epoch 1898 | loss: 0.0311924 | val_loss: 0.0311889 | Time: 1630.51 ms [2021-09-27 03:50:10 main:574] : INFO : Epoch 1899 | loss: 0.0311928 | val_loss: 0.0311896 | Time: 1648.51 ms [2021-09-27 03:50:11 main:574] : INFO : Epoch 1900 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1607.65 ms [2021-09-27 03:50:13 main:574] : INFO : Epoch 1901 | loss: 0.0311891 | val_loss: 0.0311866 | Time: 1664.67 ms [2021-09-27 03:50:15 main:574] : INFO : Epoch 1902 | loss: 0.031187 | val_loss: 0.0311878 | Time: 1625.32 ms [2021-09-27 03:50:16 main:574] : INFO : Epoch 1903 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 1620.53 ms [2021-09-27 03:50:18 main:574] : INFO : Epoch 1904 | loss: 0.0311883 | val_loss: 0.0311847 | Time: 1639.59 ms [2021-09-27 03:50:19 main:574] : INFO : Epoch 1905 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 1657.12 ms [2021-09-27 03:50:21 main:574] : INFO : Epoch 1906 | loss: 0.0311854 | val_loss: 0.0311925 | Time: 1636.26 ms [2021-09-27 03:50:23 main:574] : INFO : Epoch 1907 | loss: 0.0311869 | val_loss: 0.031184 | Time: 1631.63 ms [2021-09-27 03:50:24 main:574] : INFO : Epoch 1908 | loss: 0.0311847 | val_loss: 0.031187 | Time: 1645.03 ms [2021-09-27 03:50:26 main:574] : INFO : Epoch 1909 | loss: 0.0311856 | val_loss: 0.0311839 | Time: 1609.95 ms [2021-09-27 03:50:28 main:574] : INFO : Epoch 1910 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 1644.68 ms [2021-09-27 03:50:29 main:574] : INFO : Epoch 1911 | loss: 0.031185 | val_loss: 0.0311885 | Time: 1630.65 ms [2021-09-27 03:50:31 main:574] : INFO : Epoch 1912 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 1642.94 ms [2021-09-27 03:50:33 main:574] : INFO : Epoch 1913 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 1633.63 ms [2021-09-27 03:50:34 main:574] : INFO : Epoch 1914 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 1613.55 ms [2021-09-27 03:50:36 main:574] : INFO : Epoch 1915 | loss: 0.031182 | val_loss: 0.0311837 | Time: 1645.28 ms [2021-09-27 03:50:37 main:574] : INFO : Epoch 1916 | loss: 0.0311816 | val_loss: 0.0311876 | Time: 1595.16 ms [2021-09-27 03:50:39 main:574] : INFO : Epoch 1917 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 1644.27 ms [2021-09-27 03:50:41 main:574] : INFO : Epoch 1918 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 1624.87 ms [2021-09-27 03:50:42 main:574] : INFO : Epoch 1919 | loss: 0.0311865 | val_loss: 0.0311972 | Time: 1643.57 ms [2021-09-27 03:50:44 main:574] : INFO : Epoch 1920 | loss: 0.0311831 | val_loss: 0.0311799 | Time: 1631.75 ms [2021-09-27 03:50:46 main:574] : INFO : Epoch 1921 | loss: 0.0311788 | val_loss: 0.0311846 | Time: 1609.89 ms [2021-09-27 03:50:47 main:574] : INFO : Epoch 1922 | loss: 0.031181 | val_loss: 0.0311837 | Time: 1641.88 ms [2021-09-27 03:50:49 main:574] : INFO : Epoch 1923 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 1617.09 ms [2021-09-27 03:50:51 main:574] : INFO : Epoch 1924 | loss: 0.0311847 | val_loss: 0.031183 | Time: 1637.98 ms [2021-09-27 03:50:52 main:574] : INFO : Epoch 1925 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 1645.41 ms [2021-09-27 03:50:54 main:574] : INFO : Epoch 1926 | loss: 0.031182 | val_loss: 0.0311936 | Time: 1676.72 ms [2021-09-27 03:50:56 main:574] : INFO : Epoch 1927 | loss: 0.0311831 | val_loss: 0.0311956 | Time: 1638.43 ms [2021-09-27 03:50:57 main:574] : INFO : Epoch 1928 | loss: 0.0311845 | val_loss: 0.0311819 | Time: 1629.16 ms [2021-09-27 03:50:59 main:574] : INFO : Epoch 1929 | loss: 0.0311893 | val_loss: 0.0311872 | Time: 1647.13 ms [2021-09-27 03:51:01 main:574] : INFO : Epoch 1930 | loss: 0.0311852 | val_loss: 0.031192 | Time: 1639.11 ms [2021-09-27 03:51:02 main:574] : INFO : Epoch 1931 | loss: 0.0311787 | val_loss: 0.031185 | Time: 1639.69 ms [2021-09-27 03:51:04 main:574] : INFO : Epoch 1932 | loss: 0.031177 | val_loss: 0.0311799 | Time: 1625.12 ms [2021-09-27 03:51:05 main:574] : INFO : Epoch 1933 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1650.09 ms [2021-09-27 03:51:07 main:574] : INFO : Epoch 1934 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 1629.12 ms [2021-09-27 03:51:09 main:574] : INFO : Epoch 1935 | loss: 0.0311749 | val_loss: 0.0311807 | Time: 1631.7 ms [2021-09-27 03:51:10 main:574] : INFO : Epoch 1936 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 1604.49 ms [2021-09-27 03:51:12 main:574] : INFO : Epoch 1937 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1653.91 ms [2021-09-27 03:51:14 main:574] : INFO : Epoch 1938 | loss: 0.0311808 | val_loss: 0.0311801 | Time: 1633.8 ms [2021-09-27 03:51:15 main:574] : INFO : Epoch 1939 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1653.93 ms [2021-09-27 03:51:17 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311873 | Time: 1637.7 ms [2021-09-27 03:51:19 main:574] : INFO : Epoch 1941 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 1652.61 ms [2021-09-27 03:51:20 main:574] : INFO : Epoch 1942 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 1645.03 ms [2021-09-27 03:51:22 main:574] : INFO : Epoch 1943 | loss: 0.03117 | val_loss: 0.0311772 | Time: 1628.72 ms [2021-09-27 03:51:24 main:574] : INFO : Epoch 1944 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1647.92 ms [2021-09-27 03:51:25 main:574] : INFO : Epoch 1945 | loss: 0.0311702 | val_loss: 0.0311889 | Time: 1646.46 ms [2021-09-27 03:51:27 main:574] : INFO : Epoch 1946 | loss: 0.0311704 | val_loss: 0.0311904 | Time: 1658.62 ms [2021-09-27 03:51:29 main:574] : INFO : Epoch 1947 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 1657.84 ms [2021-09-27 03:51:30 main:574] : INFO : Epoch 1948 | loss: 0.0311744 | val_loss: 0.03119 | Time: 1624.63 ms [2021-09-27 03:51:32 main:574] : INFO : Epoch 1949 | loss: 0.031176 | val_loss: 0.0311779 | Time: 1615.24 ms [2021-09-27 03:51:33 main:574] : INFO : Epoch 1950 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 1652.71 ms [2021-09-27 03:51:35 main:574] : INFO : Epoch 1951 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 1631.67 ms [2021-09-27 03:51:37 main:574] : INFO : Epoch 1952 | loss: 0.0311678 | val_loss: 0.0311792 | Time: 1641.21 ms [2021-09-27 03:51:38 main:574] : INFO : Epoch 1953 | loss: 0.0311671 | val_loss: 0.0311803 | Time: 1642.74 ms [2021-09-27 03:51:40 main:574] : INFO : Epoch 1954 | loss: 0.0311697 | val_loss: 0.0311918 | Time: 1627.82 ms [2021-09-27 03:51:42 main:574] : INFO : Epoch 1955 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 1635.61 ms [2021-09-27 03:51:43 main:574] : INFO : Epoch 1956 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 1625.32 ms [2021-09-27 03:51:45 main:574] : INFO : Epoch 1957 | loss: 0.0311701 | val_loss: 0.0311822 | Time: 1634.53 ms [2021-09-27 03:51:47 main:574] : INFO : Epoch 1958 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1656.33 ms [2021-09-27 03:51:48 main:574] : INFO : Epoch 1959 | loss: 0.0311666 | val_loss: 0.0311808 | Time: 1618.24 ms [2021-09-27 03:51:50 main:574] : INFO : Epoch 1960 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1654.57 ms [2021-09-27 03:51:52 main:574] : INFO : Epoch 1961 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 1657.2 ms [2021-09-27 03:51:53 main:574] : INFO : Epoch 1962 | loss: 0.0311725 | val_loss: 0.0311884 | Time: 1631.59 ms [2021-09-27 03:51:55 main:574] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.031179 | Time: 1636.42 ms [2021-09-27 03:51:56 main:574] : INFO : Epoch 1964 | loss: 0.0311758 | val_loss: 0.0311887 | Time: 1632.94 ms [2021-09-27 03:51:58 main:574] : INFO : Epoch 1965 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 1644.87 ms [2021-09-27 03:52:00 main:574] : INFO : Epoch 1966 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1641.89 ms [2021-09-27 03:52:01 main:574] : INFO : Epoch 1967 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 1624.54 ms [2021-09-27 03:52:03 main:574] : INFO : Epoch 1968 | loss: 0.0311667 | val_loss: 0.0311815 | Time: 1629.69 ms [2021-09-27 03:52:05 main:574] : INFO : Epoch 1969 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1612.6 ms [2021-09-27 03:52:06 main:574] : INFO : Epoch 1970 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1638.47 ms [2021-09-27 03:52:08 main:574] : INFO : Epoch 1971 | loss: 0.0311665 | val_loss: 0.031185 | Time: 1656.09 ms [2021-09-27 03:52:10 main:574] : INFO : Epoch 1972 | loss: 0.0311657 | val_loss: 0.0311802 | Time: 1615.07 ms [2021-09-27 03:52:11 main:574] : INFO : Epoch 1973 | loss: 0.0311684 | val_loss: 0.0311838 | Time: 1653.82 ms [2021-09-27 03:52:13 main:574] : INFO : Epoch 1974 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 1654.51 ms [2021-09-27 03:52:15 main:574] : INFO : Epoch 1975 | loss: 0.0311664 | val_loss: 0.0311879 | Time: 1642.2 ms [2021-09-27 03:52:16 main:574] : INFO : Epoch 1976 | loss: 0.0311692 | val_loss: 0.0311833 | Time: 1636.77 ms [2021-09-27 03:52:18 main:574] : INFO : Epoch 1977 | loss: 0.0311678 | val_loss: 0.0311827 | Time: 1639.11 ms [2021-09-27 03:52:19 main:574] : INFO : Epoch 1978 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 1652.2 ms [2021-09-27 03:52:21 main:574] : INFO : Epoch 1979 | loss: 0.0311636 | val_loss: 0.0311816 | Time: 1636.53 ms [2021-09-27 03:52:23 main:574] : INFO : Epoch 1980 | loss: 0.0311645 | val_loss: 0.0311788 | Time: 1616.72 ms [2021-09-27 03:52:24 main:574] : INFO : Epoch 1981 | loss: 0.0311636 | val_loss: 0.0311829 | Time: 1646.33 ms [2021-09-27 03:52:26 main:574] : INFO : Epoch 1982 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 1632.6 ms [2021-09-27 03:52:28 main:574] : INFO : Epoch 1983 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1630.57 ms [2021-09-27 03:52:29 main:574] : INFO : Epoch 1984 | loss: 0.0311612 | val_loss: 0.031181 | Time: 1642.98 ms [2021-09-27 03:52:31 main:574] : INFO : Epoch 1985 | loss: 0.0311623 | val_loss: 0.0311816 | Time: 1639.86 ms [2021-09-27 03:52:33 main:574] : INFO : Epoch 1986 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 1588.19 ms [2021-09-27 03:52:34 main:574] : INFO : Epoch 1987 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 1609.12 ms [2021-09-27 03:52:36 main:574] : INFO : Epoch 1988 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 1640.14 ms [2021-09-27 03:52:37 main:574] : INFO : Epoch 1989 | loss: 0.0311609 | val_loss: 0.0311839 | Time: 1605.51 ms [2021-09-27 03:52:39 main:574] : INFO : Epoch 1990 | loss: 0.0311629 | val_loss: 0.0311765 | Time: 1631.76 ms [2021-09-27 03:52:41 main:574] : INFO : Epoch 1991 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 1659.1 ms [2021-09-27 03:52:42 main:574] : INFO : Epoch 1992 | loss: 0.0311644 | val_loss: 0.0311858 | Time: 1655.62 ms [2021-09-27 03:52:44 main:574] : INFO : Epoch 1993 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 1659.52 ms [2021-09-27 03:52:46 main:574] : INFO : Epoch 1994 | loss: 0.0311656 | val_loss: 0.0311944 | Time: 1644.69 ms [2021-09-27 03:52:47 main:574] : INFO : Epoch 1995 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 1649.3 ms [2021-09-27 03:52:49 main:574] : INFO : Epoch 1996 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 1657.66 ms [2021-09-27 03:52:51 main:574] : INFO : Epoch 1997 | loss: 0.031159 | val_loss: 0.0311752 | Time: 1642.17 ms [2021-09-27 03:52:52 main:574] : INFO : Epoch 1998 | loss: 0.0311568 | val_loss: 0.0311761 | Time: 1621.88 ms [2021-09-27 03:52:54 main:574] : INFO : Epoch 1999 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 1650.13 ms [2021-09-27 03:52:56 main:574] : INFO : Epoch 2000 | loss: 0.0311556 | val_loss: 0.0311801 | Time: 1644.48 ms [2021-09-27 03:52:57 main:574] : INFO : Epoch 2001 | loss: 0.0311581 | val_loss: 0.0311808 | Time: 1624.33 ms [2021-09-27 03:52:59 main:574] : INFO : Epoch 2002 | loss: 0.0311564 | val_loss: 0.0311818 | Time: 1669.29 ms [2021-09-27 03:53:01 main:574] : INFO : Epoch 2003 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 1647.94 ms [2021-09-27 03:53:02 main:574] : INFO : Epoch 2004 | loss: 0.0311593 | val_loss: 0.0311793 | Time: 1635.6 ms [2021-09-27 03:53:04 main:574] : INFO : Epoch 2005 | loss: 0.0311598 | val_loss: 0.0311763 | Time: 1621.39 ms [2021-09-27 03:53:06 main:574] : INFO : Epoch 2006 | loss: 0.0311577 | val_loss: 0.0311763 | Time: 1657.52 ms [2021-09-27 03:53:07 main:574] : INFO : Epoch 2007 | loss: 0.0311565 | val_loss: 0.0311746 | Time: 1645.66 ms [2021-09-27 03:53:09 main:574] : INFO : Epoch 2008 | loss: 0.0311566 | val_loss: 0.0311747 | Time: 1626.94 ms [2021-09-27 03:53:10 main:574] : INFO : Epoch 2009 | loss: 0.0311559 | val_loss: 0.0311819 | Time: 1632.85 ms [2021-09-27 03:53:12 main:574] : INFO : Epoch 2010 | loss: 0.031156 | val_loss: 0.0311844 | Time: 1641.33 ms [2021-09-27 03:53:14 main:574] : INFO : Epoch 2011 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 1646.53 ms [2021-09-27 03:53:15 main:574] : INFO : Epoch 2012 | loss: 0.0311562 | val_loss: 0.0311769 | Time: 1642.55 ms [2021-09-27 03:53:17 main:574] : INFO : Epoch 2013 | loss: 0.0311568 | val_loss: 0.0311985 | Time: 1642.34 ms [2021-09-27 03:53:19 main:574] : INFO : Epoch 2014 | loss: 0.0311613 | val_loss: 0.0311768 | Time: 1628.76 ms [2021-09-27 03:53:20 main:574] : INFO : Epoch 2015 | loss: 0.0311565 | val_loss: 0.0311817 | Time: 1630.22 ms [2021-09-27 03:53:22 main:574] : INFO : Epoch 2016 | loss: 0.0311575 | val_loss: 0.0311761 | Time: 1646.07 ms [2021-09-27 03:53:24 main:574] : INFO : Epoch 2017 | loss: 0.0311578 | val_loss: 0.0311865 | Time: 1658.34 ms [2021-09-27 03:53:25 main:574] : INFO : Epoch 2018 | loss: 0.0311582 | val_loss: 0.0311857 | Time: 1662.5 ms [2021-09-27 03:53:27 main:574] : INFO : Epoch 2019 | loss: 0.0311549 | val_loss: 0.0311782 | Time: 1670.44 ms [2021-09-27 03:53:29 main:574] : INFO : Epoch 2020 | loss: 0.031156 | val_loss: 0.0311739 | Time: 1628.78 ms [2021-09-27 03:53:30 main:574] : INFO : Epoch 2021 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 1630.91 ms [2021-09-27 03:53:32 main:574] : INFO : Epoch 2022 | loss: 0.0311567 | val_loss: 0.0311827 | Time: 1646.67 ms [2021-09-27 03:53:34 main:574] : INFO : Epoch 2023 | loss: 0.031154 | val_loss: 0.0311769 | Time: 1612.24 ms [2021-09-27 03:53:35 main:574] : INFO : Epoch 2024 | loss: 0.0311535 | val_loss: 0.0311835 | Time: 1637.2 ms [2021-09-27 03:53:37 main:574] : INFO : Epoch 2025 | loss: 0.0311554 | val_loss: 0.0311778 | Time: 1638.58 ms [2021-09-27 03:53:38 main:574] : INFO : Epoch 2026 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 1651.75 ms [2021-09-27 03:53:40 main:574] : INFO : Epoch 2027 | loss: 0.0311537 | val_loss: 0.0311742 | Time: 1640.85 ms [2021-09-27 03:53:42 main:574] : INFO : Epoch 2028 | loss: 0.0311566 | val_loss: 0.0311801 | Time: 1657.64 ms [2021-09-27 03:53:43 main:574] : INFO : Epoch 2029 | loss: 0.031157 | val_loss: 0.0311763 | Time: 1646.39 ms [2021-09-27 03:53:45 main:574] : INFO : Epoch 2030 | loss: 0.0311633 | val_loss: 0.0311851 | Time: 1620.98 ms [2021-09-27 03:53:47 main:574] : INFO : Epoch 2031 | loss: 0.0311575 | val_loss: 0.0311948 | Time: 1620.66 ms [2021-09-27 03:53:48 main:574] : INFO : Epoch 2032 | loss: 0.0311591 | val_loss: 0.0311739 | Time: 1636.7 ms [2021-09-27 03:53:50 main:574] : INFO : Epoch 2033 | loss: 0.0311569 | val_loss: 0.0311739 | Time: 1631.13 ms [2021-09-27 03:53:52 main:574] : INFO : Epoch 2034 | loss: 0.0311558 | val_loss: 0.0311741 | Time: 1665.03 ms [2021-09-27 03:53:53 main:574] : INFO : Epoch 2035 | loss: 0.0311557 | val_loss: 0.0311776 | Time: 1640.05 ms [2021-09-27 03:53:55 main:574] : INFO : Epoch 2036 | loss: 0.0311538 | val_loss: 0.0311834 | Time: 1613.81 ms [2021-09-27 03:53:57 main:574] : INFO : Epoch 2037 | loss: 0.0311546 | val_loss: 0.0311881 | Time: 1654.03 ms [2021-09-27 03:53:58 main:574] : INFO : Epoch 2038 | loss: 0.0311512 | val_loss: 0.0311819 | Time: 1634.14 ms [2021-09-27 03:54:00 main:574] : INFO : Epoch 2039 | loss: 0.0311563 | val_loss: 0.0311791 | Time: 1641.21 ms [2021-09-27 03:54:02 main:574] : INFO : Epoch 2040 | loss: 0.0311518 | val_loss: 0.0311839 | Time: 1643.75 ms [2021-09-27 03:54:03 main:574] : INFO : Epoch 2041 | loss: 0.0311508 | val_loss: 0.0311772 | Time: 1628.47 ms [2021-09-27 03:54:05 main:574] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311785 | Time: 1662.48 ms [2021-09-27 03:54:06 main:574] : INFO : Epoch 2043 | loss: 0.0311541 | val_loss: 0.0311793 | Time: 1631.62 ms [2021-09-27 03:54:08 main:574] : INFO : Epoch 2044 | loss: 0.0311538 | val_loss: 0.031177 | Time: 1638.09 ms [2021-09-27 03:54:10 main:574] : INFO : Epoch 2045 | loss: 0.0311512 | val_loss: 0.0311853 | Time: 1606.02 ms [2021-09-27 03:54:11 main:574] : INFO : Epoch 2046 | loss: 0.0311518 | val_loss: 0.0311822 | Time: 1646.15 ms [2021-09-27 03:54:13 main:574] : INFO : Epoch 2047 | loss: 0.0311517 | val_loss: 0.0311908 | Time: 1639.96 ms [2021-09-27 03:54:15 main:574] : INFO : Epoch 2048 | loss: 0.0311577 | val_loss: 0.0311775 | Time: 1632.77 ms [2021-09-27 03:54:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311775 [2021-09-27 03:54:15 main:603] : INFO : Saving end state to config to file [2021-09-27 03:54:15 main:608] : INFO : Success, exiting.. 03:54:15 (12788): 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)