Task 14104182
| Name | ParityModified-1647041882-2368-3-0_0 |
| Workunit | 11171176 |
| Created | 30 Mar 2022, 20:02:32 UTC |
| Sent | 3 Apr 2022, 16:59:47 UTC |
| Report deadline | 11 Apr 2022, 16:59:47 UTC |
| Received | 5 Apr 2022, 10:49:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 1 min 2 sec |
| CPU time | 1 hours 0 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 5 12:35:03 main:581] : INFO : Epoch 1538 | loss: 0.0311952 | val_loss: 0.0312026 | Time: 1644.61 ms [2022-04-05 12:35:04 main:581] : INFO : Epoch 1539 | loss: 0.0311951 | val_loss: 0.0312037 | Time: 1646.23 ms [2022-04-05 12:35:06 main:581] : INFO : Epoch 1540 | loss: 0.0311939 | val_loss: 0.0312015 | Time: 1647.41 ms [2022-04-05 12:35:08 main:581] : INFO : Epoch 1541 | loss: 0.0311938 | val_loss: 0.0312071 | Time: 1647.63 ms [2022-04-05 12:35:09 main:581] : INFO : Epoch 1542 | loss: 0.0311946 | val_loss: 0.0312011 | Time: 1648.8 ms [2022-04-05 12:35:11 main:581] : INFO : Epoch 1543 | loss: 0.0311938 | val_loss: 0.0312014 | Time: 1647.09 ms [2022-04-05 12:35:13 main:581] : INFO : Epoch 1544 | loss: 0.0311937 | val_loss: 0.0312019 | Time: 1647.64 ms [2022-04-05 12:35:14 main:581] : INFO : Epoch 1545 | loss: 0.0311927 | val_loss: 0.0312021 | Time: 1646.21 ms [2022-04-05 12:35:16 main:581] : INFO : Epoch 1546 | loss: 0.0311942 | val_loss: 0.0312013 | Time: 1645.64 ms [2022-04-05 12:35:18 main:581] : INFO : Epoch 1547 | loss: 0.0311938 | val_loss: 0.0312017 | Time: 1648.68 ms [2022-04-05 12:35:19 main:581] : INFO : Epoch 1548 | loss: 0.0311939 | val_loss: 0.0312036 | Time: 1644.26 ms [2022-04-05 12:35:21 main:581] : INFO : Epoch 1549 | loss: 0.0311949 | val_loss: 0.0312021 | Time: 1646.92 ms [2022-04-05 12:35:22 main:581] : INFO : Epoch 1550 | loss: 0.0311943 | val_loss: 0.0312023 | Time: 1646.49 ms [2022-04-05 12:35:24 main:581] : INFO : Epoch 1551 | loss: 0.0311935 | val_loss: 0.0312079 | Time: 1646.32 ms [2022-04-05 12:35:26 main:581] : INFO : Epoch 1552 | loss: 0.0311939 | val_loss: 0.0312019 | Time: 1648.58 ms [2022-04-05 12:35:27 main:581] : INFO : Epoch 1553 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 1645.76 ms [2022-04-05 12:35:29 main:581] : INFO : Epoch 1554 | loss: 0.0311938 | val_loss: 0.0312013 | Time: 1668.56 ms [2022-04-05 12:35:31 main:581] : INFO : Epoch 1555 | loss: 0.0311919 | val_loss: 0.0312033 | Time: 1666.52 ms [2022-04-05 12:35:32 main:581] : INFO : Epoch 1556 | loss: 0.0311923 | val_loss: 0.0312017 | Time: 1665.28 ms [2022-04-05 12:35:34 main:581] : INFO : Epoch 1557 | loss: 0.031196 | val_loss: 0.0312053 | Time: 1659.85 ms [2022-04-05 12:35:36 main:581] : INFO : Epoch 1558 | loss: 0.0311966 | val_loss: 0.0312067 | Time: 1650.3 ms [2022-04-05 12:35:37 main:581] : INFO : Epoch 1559 | loss: 0.0311954 | val_loss: 0.0312078 | Time: 1649.15 ms [2022-04-05 12:35:39 main:581] : INFO : Epoch 1560 | loss: 0.0311947 | val_loss: 0.0312023 | Time: 1646.29 ms [2022-04-05 12:35:41 main:581] : INFO : Epoch 1561 | loss: 0.0311931 | val_loss: 0.0312045 | Time: 1649.12 ms [2022-04-05 12:35:42 main:581] : INFO : Epoch 1562 | loss: 0.0311926 | val_loss: 0.0312008 | Time: 1646.04 ms [2022-04-05 12:35:44 main:581] : INFO : Epoch 1563 | loss: 0.0311923 | val_loss: 0.0312051 | Time: 1650.7 ms [2022-04-05 12:35:46 main:581] : INFO : Epoch 1564 | loss: 0.0311929 | val_loss: 0.0312005 | Time: 1649.38 ms [2022-04-05 12:35:47 main:581] : INFO : Epoch 1565 | loss: 0.0311928 | val_loss: 0.0312008 | Time: 1644.87 ms [2022-04-05 12:35:49 main:581] : INFO : Epoch 1566 | loss: 0.0311907 | val_loss: 0.0312023 | Time: 1646.81 ms [2022-04-05 12:35:51 main:581] : INFO : Epoch 1567 | loss: 0.0311913 | val_loss: 0.0312019 | Time: 1645.76 ms [2022-04-05 12:35:52 main:581] : INFO : Epoch 1568 | loss: 0.0311908 | val_loss: 0.0312002 | Time: 1645.81 ms [2022-04-05 12:35:54 main:581] : INFO : Epoch 1569 | loss: 0.0311908 | val_loss: 0.031203 | Time: 1649.24 ms [2022-04-05 12:35:56 main:581] : INFO : Epoch 1570 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 1647.35 ms [2022-04-05 12:35:57 main:581] : INFO : Epoch 1571 | loss: 0.0311902 | val_loss: 0.031202 | Time: 1646.91 ms [2022-04-05 12:35:59 main:581] : INFO : Epoch 1572 | loss: 0.031194 | val_loss: 0.031205 | Time: 1645.81 ms [2022-04-05 12:36:00 main:581] : INFO : Epoch 1573 | loss: 0.0311995 | val_loss: 0.0312066 | Time: 1650.23 ms [2022-04-05 12:36:02 main:581] : INFO : Epoch 1574 | loss: 0.0312061 | val_loss: 0.0312223 | Time: 1646.13 ms [2022-04-05 12:36:04 main:581] : INFO : Epoch 1575 | loss: 0.0312089 | val_loss: 0.0312221 | Time: 1648.22 ms [2022-04-05 12:36:05 main:581] : INFO : Epoch 1576 | loss: 0.0312058 | val_loss: 0.0312096 | Time: 1644.34 ms [2022-04-05 12:36:07 main:581] : INFO : Epoch 1577 | loss: 0.0311987 | val_loss: 0.0312055 | Time: 1647.11 ms [2022-04-05 12:36:09 main:581] : INFO : Epoch 1578 | loss: 0.0311978 | val_loss: 0.0312034 | Time: 1648.52 ms [2022-04-05 12:36:10 main:581] : INFO : Epoch 1579 | loss: 0.031197 | val_loss: 0.0312039 | Time: 1649.39 ms [2022-04-05 12:36:12 main:581] : INFO : Epoch 1580 | loss: 0.0311966 | val_loss: 0.0312104 | Time: 1648.71 ms [2022-04-05 12:36:14 main:581] : INFO : Epoch 1581 | loss: 0.0311982 | val_loss: 0.0312057 | Time: 1648.76 ms [2022-04-05 12:36:15 main:581] : INFO : Epoch 1582 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 1646.11 ms [2022-04-05 12:36:17 main:581] : INFO : Epoch 1583 | loss: 0.0311944 | val_loss: 0.0312004 | Time: 1650.84 ms [2022-04-05 12:36:19 main:581] : INFO : Epoch 1584 | loss: 0.0311936 | val_loss: 0.0312036 | Time: 1649.64 ms [2022-04-05 12:36:20 main:581] : INFO : Epoch 1585 | loss: 0.031195 | val_loss: 0.0311999 | Time: 1645.2 ms [2022-04-05 12:36:22 main:581] : INFO : Epoch 1586 | loss: 0.0311938 | val_loss: 0.0312025 | Time: 1647.59 ms [2022-04-05 12:36:24 main:581] : INFO : Epoch 1587 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 1647.54 ms [2022-04-05 12:36:25 main:581] : INFO : Epoch 1588 | loss: 0.031195 | val_loss: 0.0311982 | Time: 1644.85 ms [2022-04-05 12:36:27 main:581] : INFO : Epoch 1589 | loss: 0.031194 | val_loss: 0.0311978 | Time: 1646.39 ms [2022-04-05 12:36:28 main:581] : INFO : Epoch 1590 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 1649.18 ms [2022-04-05 12:36:30 main:581] : INFO : Epoch 1591 | loss: 0.0311968 | val_loss: 0.0312023 | Time: 1647.68 ms [2022-04-05 12:36:32 main:581] : INFO : Epoch 1592 | loss: 0.0311965 | val_loss: 0.0312008 | Time: 1647.23 ms [2022-04-05 12:36:33 main:581] : INFO : Epoch 1593 | loss: 0.0311946 | val_loss: 0.0312004 | Time: 1650.36 ms [2022-04-05 12:36:35 main:581] : INFO : Epoch 1594 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 1647.59 ms [2022-04-05 12:36:37 main:581] : INFO : Epoch 1595 | loss: 0.0311925 | val_loss: 0.0311996 | Time: 1646.38 ms [2022-04-05 12:36:38 main:581] : INFO : Epoch 1596 | loss: 0.0311919 | val_loss: 0.0312005 | Time: 1645.31 ms [2022-04-05 12:36:40 main:581] : INFO : Epoch 1597 | loss: 0.0311928 | val_loss: 0.0311989 | Time: 1647.84 ms [2022-04-05 12:36:42 main:581] : INFO : Epoch 1598 | loss: 0.0311927 | val_loss: 0.0311984 | Time: 1645.4 ms [2022-04-05 12:36:43 main:581] : INFO : Epoch 1599 | loss: 0.0311945 | val_loss: 0.0311991 | Time: 1647.31 ms [2022-04-05 12:36:45 main:581] : INFO : Epoch 1600 | loss: 0.0311937 | val_loss: 0.031199 | Time: 1649.3 ms [2022-04-05 12:36:47 main:581] : INFO : Epoch 1601 | loss: 0.031191 | val_loss: 0.0311996 | Time: 1646.51 ms [2022-04-05 12:36:48 main:581] : INFO : Epoch 1602 | loss: 0.031191 | val_loss: 0.0311996 | Time: 1645.56 ms [2022-04-05 12:36:50 main:581] : INFO : Epoch 1603 | loss: 0.0311898 | val_loss: 0.0312011 | Time: 1647.35 ms [2022-04-05 12:36:52 main:581] : INFO : Epoch 1604 | loss: 0.0311914 | val_loss: 0.0312006 | Time: 1646.31 ms [2022-04-05 12:36:53 main:581] : INFO : Epoch 1605 | loss: 0.0311922 | val_loss: 0.0312023 | Time: 1653.46 ms [2022-04-05 12:36:55 main:581] : INFO : Epoch 1606 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 1648.21 ms [2022-04-05 12:36:56 main:581] : INFO : Epoch 1607 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 1649.03 ms [2022-04-05 12:36:58 main:581] : INFO : Epoch 1608 | loss: 0.0311902 | val_loss: 0.0311984 | Time: 1648.42 ms [2022-04-05 12:37:00 main:581] : INFO : Epoch 1609 | loss: 0.0311896 | val_loss: 0.0312005 | Time: 1649.8 ms [2022-04-05 12:37:01 main:581] : INFO : Epoch 1610 | loss: 0.0311913 | val_loss: 0.0312014 | Time: 1646.3 ms [2022-04-05 12:37:03 main:581] : INFO : Epoch 1611 | loss: 0.0311934 | val_loss: 0.0312035 | Time: 1646.23 ms [2022-04-05 12:37:05 main:581] : INFO : Epoch 1612 | loss: 0.0311935 | val_loss: 0.0312017 | Time: 1647.52 ms [2022-04-05 12:37:06 main:581] : INFO : Epoch 1613 | loss: 0.0311924 | val_loss: 0.0312008 | Time: 1645.78 ms [2022-04-05 12:37:08 main:581] : INFO : Epoch 1614 | loss: 0.0311905 | val_loss: 0.0311982 | Time: 1646.75 ms [2022-04-05 12:37:10 main:581] : INFO : Epoch 1615 | loss: 0.0311909 | val_loss: 0.0311975 | Time: 1649.81 ms [2022-04-05 12:37:11 main:581] : INFO : Epoch 1616 | loss: 0.0311895 | val_loss: 0.0311981 | Time: 1648.63 ms [2022-04-05 12:37:13 main:581] : INFO : Epoch 1617 | loss: 0.0311887 | val_loss: 0.0311985 | Time: 1650.79 ms [2022-04-05 12:37:15 main:581] : INFO : Epoch 1618 | loss: 0.031188 | val_loss: 0.0311985 | Time: 1646.92 ms [2022-04-05 12:37:16 main:581] : INFO : Epoch 1619 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 1652.9 ms [2022-04-05 12:37:18 main:581] : INFO : Epoch 1620 | loss: 0.031189 | val_loss: 0.0311997 | Time: 1647.91 ms [2022-04-05 12:37:20 main:581] : INFO : Epoch 1621 | loss: 0.0311891 | val_loss: 0.0311979 | Time: 1646.96 ms [2022-04-05 12:37:21 main:581] : INFO : Epoch 1622 | loss: 0.0311894 | val_loss: 0.0311964 | Time: 1645.46 ms [2022-04-05 12:37:23 main:581] : INFO : Epoch 1623 | loss: 0.0311889 | val_loss: 0.0311976 | Time: 1645.79 ms [2022-04-05 12:37:25 main:581] : INFO : Epoch 1624 | loss: 0.0311882 | val_loss: 0.0311959 | Time: 1651.21 ms [2022-04-05 12:37:26 main:581] : INFO : Epoch 1625 | loss: 0.0311879 | val_loss: 0.0311959 | Time: 1647.57 ms [2022-04-05 12:37:28 main:581] : INFO : Epoch 1626 | loss: 0.0311899 | val_loss: 0.0311958 | Time: 1647.65 ms [2022-04-05 12:37:29 main:581] : INFO : Epoch 1627 | loss: 0.0311866 | val_loss: 0.031197 | Time: 1647.58 ms [2022-04-05 12:37:31 main:581] : INFO : Epoch 1628 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 1648.51 ms [2022-04-05 12:37:33 main:581] : INFO : Epoch 1629 | loss: 0.0311861 | val_loss: 0.031196 | Time: 1647.11 ms [2022-04-05 12:37:34 main:581] : INFO : Epoch 1630 | loss: 0.0311868 | val_loss: 0.0311963 | Time: 1646.98 ms [2022-04-05 12:37:36 main:581] : INFO : Epoch 1631 | loss: 0.0311852 | val_loss: 0.031195 | Time: 1649.97 ms [2022-04-05 12:37:38 main:581] : INFO : Epoch 1632 | loss: 0.0312116 | val_loss: 0.0312234 | Time: 1648.33 ms [2022-04-05 12:37:39 main:581] : INFO : Epoch 1633 | loss: 0.0312228 | val_loss: 0.0312205 | Time: 1647.86 ms [2022-04-05 12:37:41 main:581] : INFO : Epoch 1634 | loss: 0.0312202 | val_loss: 0.0312189 | Time: 1647.82 ms [2022-04-05 12:37:43 main:581] : INFO : Epoch 1635 | loss: 0.0312209 | val_loss: 0.0312223 | Time: 1647.36 ms [2022-04-05 12:37:44 main:581] : INFO : Epoch 1636 | loss: 0.031226 | val_loss: 0.0313571 | Time: 1646.53 ms [2022-04-05 12:37:46 main:581] : INFO : Epoch 1637 | loss: 0.0335368 | val_loss: 0.0390921 | Time: 1646.66 ms [2022-04-05 12:37:48 main:581] : INFO : Epoch 1638 | loss: 0.0338805 | val_loss: 0.0324209 | Time: 1647.79 ms [2022-04-05 12:37:49 main:581] : INFO : Epoch 1639 | loss: 0.0315741 | val_loss: 0.031354 | Time: 1649.48 ms [2022-04-05 12:37:51 main:581] : INFO : Epoch 1640 | loss: 0.0312871 | val_loss: 0.0312495 | Time: 1646.56 ms [2022-04-05 12:37:53 main:581] : INFO : Epoch 1641 | loss: 0.0312428 | val_loss: 0.0312339 | Time: 1649.04 ms [2022-04-05 12:37:54 main:581] : INFO : Epoch 1642 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 1647.17 ms [2022-04-05 12:37:56 main:581] : INFO : Epoch 1643 | loss: 0.0312243 | val_loss: 0.0312253 | Time: 1645.77 ms [2022-04-05 12:37:57 main:581] : INFO : Epoch 1644 | loss: 0.0312214 | val_loss: 0.0312198 | Time: 1649.21 ms [2022-04-05 12:37:59 main:581] : INFO : Epoch 1645 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 1650.17 ms [2022-04-05 12:38:01 main:581] : INFO : Epoch 1646 | loss: 0.0312186 | val_loss: 0.0312182 | Time: 1679.77 ms [2022-04-05 12:38:02 main:581] : INFO : Epoch 1647 | loss: 0.0312181 | val_loss: 0.031218 | Time: 1652.07 ms [2022-04-05 12:38:04 main:581] : INFO : Epoch 1648 | loss: 0.0312179 | val_loss: 0.0312175 | Time: 1645.68 ms [2022-04-05 12:38:06 main:581] : INFO : Epoch 1649 | loss: 0.031217 | val_loss: 0.0312165 | Time: 1649.87 ms [2022-04-05 12:38:07 main:581] : INFO : Epoch 1650 | loss: 0.0312168 | val_loss: 0.0312207 | Time: 1647.68 ms [2022-04-05 12:38:09 main:581] : INFO : Epoch 1651 | loss: 0.0312181 | val_loss: 0.031215 | Time: 1647.33 ms [2022-04-05 12:38:11 main:581] : INFO : Epoch 1652 | loss: 0.031215 | val_loss: 0.0312142 | Time: 1649.01 ms [2022-04-05 12:38:12 main:581] : INFO : Epoch 1653 | loss: 0.031214 | val_loss: 0.0312153 | Time: 1650.28 ms [2022-04-05 12:38:14 main:581] : INFO : Epoch 1654 | loss: 0.0312136 | val_loss: 0.0312134 | Time: 1648.88 ms [2022-04-05 12:38:16 main:581] : INFO : Epoch 1655 | loss: 0.0312134 | val_loss: 0.0312137 | Time: 1646.63 ms [2022-04-05 12:38:17 main:581] : INFO : Epoch 1656 | loss: 0.031213 | val_loss: 0.0312131 | Time: 1646.31 ms [2022-04-05 12:38:19 main:581] : INFO : Epoch 1657 | loss: 0.0312134 | val_loss: 0.0312147 | Time: 1648.17 ms [2022-04-05 12:38:21 main:581] : INFO : Epoch 1658 | loss: 0.0312126 | val_loss: 0.0312125 | Time: 1646.76 ms [2022-04-05 12:38:22 main:581] : INFO : Epoch 1659 | loss: 0.0312116 | val_loss: 0.0312124 | Time: 1646.6 ms [2022-04-05 12:38:24 main:581] : INFO : Epoch 1660 | loss: 0.0312118 | val_loss: 0.0312127 | Time: 1647.1 ms [2022-04-05 12:38:26 main:581] : INFO : Epoch 1661 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 1651.73 ms [2022-04-05 12:38:27 main:581] : INFO : Epoch 1662 | loss: 0.0312117 | val_loss: 0.0312126 | Time: 1645.57 ms [2022-04-05 12:38:29 main:581] : INFO : Epoch 1663 | loss: 0.0312112 | val_loss: 0.031212 | Time: 1648.84 ms [2022-04-05 12:38:30 main:581] : INFO : Epoch 1664 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 1647.54 ms [2022-04-05 12:38:32 main:581] : INFO : Epoch 1665 | loss: 0.0312101 | val_loss: 0.0312107 | Time: 1645.86 ms [2022-04-05 12:38:34 main:581] : INFO : Epoch 1666 | loss: 0.03121 | val_loss: 0.0312114 | Time: 1647.09 ms [2022-04-05 12:38:35 main:581] : INFO : Epoch 1667 | loss: 0.0312093 | val_loss: 0.0312104 | Time: 1646.66 ms [2022-04-05 12:38:37 main:581] : INFO : Epoch 1668 | loss: 0.0312096 | val_loss: 0.0312103 | Time: 1649.23 ms [2022-04-05 12:38:39 main:581] : INFO : Epoch 1669 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 1647.73 ms [2022-04-05 12:38:40 main:581] : INFO : Epoch 1670 | loss: 0.0312087 | val_loss: 0.0312093 | Time: 1646.79 ms [2022-04-05 12:38:42 main:581] : INFO : Epoch 1671 | loss: 0.0312084 | val_loss: 0.0312091 | Time: 1648.53 ms [2022-04-05 12:38:44 main:581] : INFO : Epoch 1672 | loss: 0.0312081 | val_loss: 0.0312095 | Time: 1679.82 ms [2022-04-05 12:38:45 main:581] : INFO : Epoch 1673 | loss: 0.0312083 | val_loss: 0.0312082 | Time: 1649.06 ms [2022-04-05 12:38:47 main:581] : INFO : Epoch 1674 | loss: 0.0312078 | val_loss: 0.0312087 | Time: 1646.62 ms [2022-04-05 12:38:49 main:581] : INFO : Epoch 1675 | loss: 0.0312073 | val_loss: 0.0312078 | Time: 1649.93 ms [2022-04-05 12:38:50 main:581] : INFO : Epoch 1676 | loss: 0.0312071 | val_loss: 0.0312077 | Time: 1646.2 ms [2022-04-05 12:38:52 main:581] : INFO : Epoch 1677 | loss: 0.031206 | val_loss: 0.0312068 | Time: 1648.6 ms [2022-04-05 12:38:54 main:581] : INFO : Epoch 1678 | loss: 0.031205 | val_loss: 0.0312062 | Time: 1651.13 ms [2022-04-05 12:38:55 main:581] : INFO : Epoch 1679 | loss: 0.0312045 | val_loss: 0.031205 | Time: 1645.21 ms [2022-04-05 12:38:57 main:581] : INFO : Epoch 1680 | loss: 0.0312033 | val_loss: 0.0312041 | Time: 1648.53 ms [2022-04-05 12:38:59 main:581] : INFO : Epoch 1681 | loss: 0.0312026 | val_loss: 0.0312041 | Time: 1646.68 ms [2022-04-05 12:39:00 main:581] : INFO : Epoch 1682 | loss: 0.0312024 | val_loss: 0.0312048 | Time: 1647.7 ms [2022-04-05 12:39:02 main:581] : INFO : Epoch 1683 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 1647.05 ms [2022-04-05 12:39:03 main:581] : INFO : Epoch 1684 | loss: 0.0312013 | val_loss: 0.0312048 | Time: 1645.51 ms [2022-04-05 12:39:05 main:581] : INFO : Epoch 1685 | loss: 0.0312006 | val_loss: 0.031204 | Time: 1648.35 ms [2022-04-05 12:39:07 main:581] : INFO : Epoch 1686 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 1644.75 ms [2022-04-05 12:39:08 main:581] : INFO : Epoch 1687 | loss: 0.0312003 | val_loss: 0.0312046 | Time: 1647.68 ms [2022-04-05 12:39:10 main:581] : INFO : Epoch 1688 | loss: 0.0312006 | val_loss: 0.0312044 | Time: 1650.14 ms [2022-04-05 12:39:12 main:581] : INFO : Epoch 1689 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 1650.39 ms [2022-04-05 12:39:13 main:581] : INFO : Epoch 1690 | loss: 0.0312004 | val_loss: 0.0312036 | Time: 1645.46 ms [2022-04-05 12:39:15 main:581] : INFO : Epoch 1691 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 1646.53 ms [2022-04-05 12:39:17 main:581] : INFO : Epoch 1692 | loss: 0.0311991 | val_loss: 0.0312029 | Time: 1648.67 ms [2022-04-05 12:39:18 main:581] : INFO : Epoch 1693 | loss: 0.0312 | val_loss: 0.0312024 | Time: 1644.11 ms [2022-04-05 12:39:20 main:581] : INFO : Epoch 1694 | loss: 0.0312 | val_loss: 0.0312033 | Time: 1647.38 ms [2022-04-05 12:39:22 main:581] : INFO : Epoch 1695 | loss: 0.0312001 | val_loss: 0.031203 | Time: 1648.01 ms [2022-04-05 12:39:23 main:581] : INFO : Epoch 1696 | loss: 0.031199 | val_loss: 0.0312047 | Time: 1647.27 ms [2022-04-05 12:39:25 main:581] : INFO : Epoch 1697 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 1646.25 ms [2022-04-05 12:39:27 main:581] : INFO : Epoch 1698 | loss: 0.0311995 | val_loss: 0.0312034 | Time: 1643.32 ms [2022-04-05 12:39:28 main:581] : INFO : Epoch 1699 | loss: 0.0311984 | val_loss: 0.031204 | Time: 1645.83 ms [2022-04-05 12:39:30 main:581] : INFO : Epoch 1700 | loss: 0.0311983 | val_loss: 0.0312028 | Time: 1647.23 ms [2022-04-05 12:39:31 main:581] : INFO : Epoch 1701 | loss: 0.0311984 | val_loss: 0.0312065 | Time: 1647.64 ms [2022-04-05 12:39:33 main:581] : INFO : Epoch 1702 | loss: 0.0311981 | val_loss: 0.0312067 | Time: 1647.7 ms [2022-04-05 12:39:35 main:581] : INFO : Epoch 1703 | loss: 0.0311985 | val_loss: 0.0312074 | Time: 1645.48 ms [2022-04-05 12:39:36 main:581] : INFO : Epoch 1704 | loss: 0.0311995 | val_loss: 0.0312048 | Time: 1644.99 ms [2022-04-05 12:39:38 main:581] : INFO : Epoch 1705 | loss: 0.0311976 | val_loss: 0.0312026 | Time: 1649.81 ms [2022-04-05 12:39:40 main:581] : INFO : Epoch 1706 | loss: 0.0311976 | val_loss: 0.0312045 | Time: 1677.55 ms [2022-04-05 12:39:41 main:581] : INFO : Epoch 1707 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 1676.69 ms [2022-04-05 12:39:43 main:581] : INFO : Epoch 1708 | loss: 0.0311968 | val_loss: 0.0312038 | Time: 1679.43 ms [2022-04-05 12:39:45 main:581] : INFO : Epoch 1709 | loss: 0.0311954 | val_loss: 0.031202 | Time: 1681.7 ms [2022-04-05 12:39:46 main:581] : INFO : Epoch 1710 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 1699.47 ms [2022-04-05 12:39:48 main:581] : INFO : Epoch 1711 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 1693.45 ms [2022-04-05 12:39:50 main:581] : INFO : Epoch 1712 | loss: 0.0311959 | val_loss: 0.0312034 | Time: 1692.52 ms [2022-04-05 12:39:52 main:581] : INFO : Epoch 1713 | loss: 0.0311957 | val_loss: 0.0312012 | Time: 1669.36 ms [2022-04-05 12:39:53 main:581] : INFO : Epoch 1714 | loss: 0.0311953 | val_loss: 0.0312012 | Time: 1669.04 ms [2022-04-05 12:39:55 main:581] : INFO : Epoch 1715 | loss: 0.0311952 | val_loss: 0.0312012 | Time: 1671.61 ms [2022-04-05 12:39:57 main:581] : INFO : Epoch 1716 | loss: 0.0311948 | val_loss: 0.0312012 | Time: 1672.43 ms [2022-04-05 12:39:58 main:581] : INFO : Epoch 1717 | loss: 0.0311944 | val_loss: 0.0312034 | Time: 1674.53 ms [2022-04-05 12:40:00 main:581] : INFO : Epoch 1718 | loss: 0.0311952 | val_loss: 0.0311995 | Time: 1673.66 ms [2022-04-05 12:40:02 main:581] : INFO : Epoch 1719 | loss: 0.0311939 | val_loss: 0.0312009 | Time: 1671.64 ms [2022-04-05 12:40:03 main:581] : INFO : Epoch 1720 | loss: 0.0311931 | val_loss: 0.0311997 | Time: 1669.47 ms [2022-04-05 12:40:05 main:581] : INFO : Epoch 1721 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 1671.42 ms [2022-04-05 12:40:07 main:581] : INFO : Epoch 1722 | loss: 0.0311944 | val_loss: 0.0311996 | Time: 1677.97 ms [2022-04-05 12:40:08 main:581] : INFO : Epoch 1723 | loss: 0.0311935 | val_loss: 0.0311993 | Time: 1690.33 ms [2022-04-05 12:40:10 main:581] : INFO : Epoch 1724 | loss: 0.0311939 | val_loss: 0.0312016 | Time: 1686.65 ms [2022-04-05 12:40:12 main:581] : INFO : Epoch 1725 | loss: 0.031195 | val_loss: 0.031199 | Time: 1674.31 ms [2022-04-05 12:40:13 main:581] : INFO : Epoch 1726 | loss: 0.0311943 | val_loss: 0.0311989 | Time: 1671.57 ms [2022-04-05 12:40:15 main:581] : INFO : Epoch 1727 | loss: 0.0311932 | val_loss: 0.0311997 | Time: 1669.59 ms [2022-04-05 12:40:17 main:581] : INFO : Epoch 1728 | loss: 0.0311936 | val_loss: 0.0311992 | Time: 1656.14 ms [2022-04-05 12:40:18 main:581] : INFO : Epoch 1729 | loss: 0.0311928 | val_loss: 0.0312005 | Time: 1647.79 ms [2022-04-05 12:40:20 main:581] : INFO : Epoch 1730 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 1646.64 ms [2022-04-05 12:40:22 main:581] : INFO : Epoch 1731 | loss: 0.0311917 | val_loss: 0.0311983 | Time: 1646.14 ms [2022-04-05 12:40:23 main:581] : INFO : Epoch 1732 | loss: 0.0311909 | val_loss: 0.0311997 | Time: 1643.87 ms [2022-04-05 12:40:25 main:581] : INFO : Epoch 1733 | loss: 0.0311919 | val_loss: 0.0311983 | Time: 1643.51 ms [2022-04-05 12:40:27 main:581] : INFO : Epoch 1734 | loss: 0.031192 | val_loss: 0.031199 | Time: 1646.11 ms [2022-04-05 12:40:28 main:581] : INFO : Epoch 1735 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 1649.71 ms [2022-04-05 12:40:30 main:581] : INFO : Epoch 1736 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 1673.52 ms [2022-04-05 12:40:31 main:581] : INFO : Epoch 1737 | loss: 0.0311919 | val_loss: 0.0311975 | Time: 1662.51 ms [2022-04-05 12:40:33 main:581] : INFO : Epoch 1738 | loss: 0.0311911 | val_loss: 0.0311981 | Time: 1658.79 ms [2022-04-05 12:40:35 main:581] : INFO : Epoch 1739 | loss: 0.0311926 | val_loss: 0.031198 | Time: 1659.01 ms [2022-04-05 12:40:36 main:581] : INFO : Epoch 1740 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 1659.95 ms [2022-04-05 12:40:38 main:581] : INFO : Epoch 1741 | loss: 0.0311908 | val_loss: 0.031197 | Time: 1660.91 ms [2022-04-05 12:40:40 main:581] : INFO : Epoch 1742 | loss: 0.03119 | val_loss: 0.0311966 | Time: 1651.47 ms [2022-04-05 12:40:41 main:581] : INFO : Epoch 1743 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 1668.48 ms [2022-04-05 12:40:43 main:581] : INFO : Epoch 1744 | loss: 0.03119 | val_loss: 0.0311959 | Time: 1663.2 ms [2022-04-05 12:40:45 main:581] : INFO : Epoch 1745 | loss: 0.0311897 | val_loss: 0.0311955 | Time: 1664.33 ms [2022-04-05 12:40:46 main:581] : INFO : Epoch 1746 | loss: 0.0311902 | val_loss: 0.0311966 | Time: 1659.82 ms [2022-04-05 12:40:48 main:581] : INFO : Epoch 1747 | loss: 0.0311905 | val_loss: 0.0311959 | Time: 1641.77 ms [2022-04-05 12:40:50 main:581] : INFO : Epoch 1748 | loss: 0.0311907 | val_loss: 0.0311982 | Time: 1645.27 ms [2022-04-05 12:40:51 main:581] : INFO : Epoch 1749 | loss: 0.0311901 | val_loss: 0.0311966 | Time: 1644.61 ms [2022-04-05 12:40:53 main:581] : INFO : Epoch 1750 | loss: 0.0311898 | val_loss: 0.0312 | Time: 1646.76 ms [2022-04-05 12:40:55 main:581] : INFO : Epoch 1751 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 1645.86 ms [2022-04-05 12:40:56 main:581] : INFO : Epoch 1752 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 1645.98 ms [2022-04-05 12:40:58 main:581] : INFO : Epoch 1753 | loss: 0.0311894 | val_loss: 0.0311968 | Time: 1645.2 ms [2022-04-05 12:41:00 main:581] : INFO : Epoch 1754 | loss: 0.0311894 | val_loss: 0.0311979 | Time: 1645.49 ms [2022-04-05 12:41:01 main:581] : INFO : Epoch 1755 | loss: 0.0311906 | val_loss: 0.031198 | Time: 1647.64 ms [2022-04-05 12:41:03 main:581] : INFO : Epoch 1756 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 1643.42 ms [2022-04-05 12:41:05 main:581] : INFO : Epoch 1757 | loss: 0.0311888 | val_loss: 0.0311965 | Time: 1647.64 ms [2022-04-05 12:41:06 main:581] : INFO : Epoch 1758 | loss: 0.0311908 | val_loss: 0.0312003 | Time: 1647.96 ms [2022-04-05 12:41:08 main:581] : INFO : Epoch 1759 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 1645.82 ms [2022-04-05 12:41:09 main:581] : INFO : Epoch 1760 | loss: 0.0311899 | val_loss: 0.0311952 | Time: 1646.09 ms [2022-04-05 12:41:11 main:581] : INFO : Epoch 1761 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 1647.27 ms [2022-04-05 12:41:13 main:581] : INFO : Epoch 1762 | loss: 0.0311902 | val_loss: 0.0311949 | Time: 1645.48 ms [2022-04-05 12:41:14 main:581] : INFO : Epoch 1763 | loss: 0.0311896 | val_loss: 0.0311961 | Time: 1646.43 ms [2022-04-05 12:41:16 main:581] : INFO : Epoch 1764 | loss: 0.0311888 | val_loss: 0.0311967 | Time: 1644.01 ms [2022-04-05 12:41:18 main:581] : INFO : Epoch 1765 | loss: 0.0311887 | val_loss: 0.0311954 | Time: 1649.42 ms [2022-04-05 12:41:19 main:581] : INFO : Epoch 1766 | loss: 0.031188 | val_loss: 0.0311958 | Time: 1646.23 ms [2022-04-05 12:41:21 main:581] : INFO : Epoch 1767 | loss: 0.0311893 | val_loss: 0.0312024 | Time: 1646.16 ms [2022-04-05 12:41:23 main:581] : INFO : Epoch 1768 | loss: 0.031193 | val_loss: 0.0311958 | Time: 1645.07 ms [2022-04-05 12:41:24 main:581] : INFO : Epoch 1769 | loss: 0.031191 | val_loss: 0.0311958 | Time: 1644.04 ms [2022-04-05 12:41:26 main:581] : INFO : Epoch 1770 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 1644.73 ms [2022-04-05 12:41:28 main:581] : INFO : Epoch 1771 | loss: 0.0311892 | val_loss: 0.0311969 | Time: 1645.81 ms [2022-04-05 12:41:29 main:581] : INFO : Epoch 1772 | loss: 0.031189 | val_loss: 0.0311953 | Time: 1644 ms [2022-04-05 12:41:31 main:581] : INFO : Epoch 1773 | loss: 0.0311881 | val_loss: 0.0311972 | Time: 1647.64 ms [2022-04-05 12:41:33 main:581] : INFO : Epoch 1774 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 1646.55 ms [2022-04-05 12:41:34 main:581] : INFO : Epoch 1775 | loss: 0.0311921 | val_loss: 0.0312003 | Time: 1645.62 ms [2022-04-05 12:41:36 main:581] : INFO : Epoch 1776 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 1647.74 ms [2022-04-05 12:41:37 main:581] : INFO : Epoch 1777 | loss: 0.0311883 | val_loss: 0.0311962 | Time: 1645.85 ms [2022-04-05 12:41:39 main:581] : INFO : Epoch 1778 | loss: 0.0311894 | val_loss: 0.0311997 | Time: 1644.18 ms [2022-04-05 12:41:41 main:581] : INFO : Epoch 1779 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 1647.03 ms [2022-04-05 12:41:42 main:581] : INFO : Epoch 1780 | loss: 0.031192 | val_loss: 0.031201 | Time: 1646.25 ms [2022-04-05 12:41:44 main:581] : INFO : Epoch 1781 | loss: 0.0311997 | val_loss: 0.0312049 | Time: 1647.15 ms [2022-04-05 12:41:46 main:581] : INFO : Epoch 1782 | loss: 0.0312009 | val_loss: 0.0312037 | Time: 1650.83 ms [2022-04-05 12:41:47 main:581] : INFO : Epoch 1783 | loss: 0.0311994 | val_loss: 0.0312019 | Time: 1644.44 ms [2022-04-05 12:41:49 main:581] : INFO : Epoch 1784 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 1646.22 ms [2022-04-05 12:41:51 main:581] : INFO : Epoch 1785 | loss: 0.031197 | val_loss: 0.0312012 | Time: 1647.52 ms [2022-04-05 12:41:52 main:581] : INFO : Epoch 1786 | loss: 0.0311959 | val_loss: 0.0312011 | Time: 1645.93 ms [2022-04-05 12:41:54 main:581] : INFO : Epoch 1787 | loss: 0.0311963 | val_loss: 0.0312002 | Time: 1650.09 ms [2022-04-05 12:41:56 main:581] : INFO : Epoch 1788 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 1647 ms [2022-04-05 12:41:57 main:581] : INFO : Epoch 1789 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 1644.8 ms [2022-04-05 12:41:59 main:581] : INFO : Epoch 1790 | loss: 0.0311956 | val_loss: 0.0312 | Time: 1646.43 ms [2022-04-05 12:42:01 main:581] : INFO : Epoch 1791 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 1645.89 ms [2022-04-05 12:42:02 main:581] : INFO : Epoch 1792 | loss: 0.0311941 | val_loss: 0.031198 | Time: 1648.21 ms [2022-04-05 12:42:04 main:581] : INFO : Epoch 1793 | loss: 0.0311946 | val_loss: 0.0311989 | Time: 1646.27 ms [2022-04-05 12:42:05 main:581] : INFO : Epoch 1794 | loss: 0.0311949 | val_loss: 0.0312019 | Time: 1646.31 ms [2022-04-05 12:42:07 main:581] : INFO : Epoch 1795 | loss: 0.0311955 | val_loss: 0.0311984 | Time: 1646.85 ms [2022-04-05 12:42:09 main:581] : INFO : Epoch 1796 | loss: 0.0311945 | val_loss: 0.0311986 | Time: 1649.32 ms [2022-04-05 12:42:10 main:581] : INFO : Epoch 1797 | loss: 0.0311925 | val_loss: 0.0311988 | Time: 1648.43 ms [2022-04-05 12:42:12 main:581] : INFO : Epoch 1798 | loss: 0.0311925 | val_loss: 0.0312018 | Time: 1647.47 ms [2022-04-05 12:42:14 main:581] : INFO : Epoch 1799 | loss: 0.0311924 | val_loss: 0.0311998 | Time: 1649.14 ms [2022-04-05 12:42:15 main:581] : INFO : Epoch 1800 | loss: 0.0311908 | val_loss: 0.0311999 | Time: 1647.97 ms [2022-04-05 12:42:17 main:581] : INFO : Epoch 1801 | loss: 0.0311923 | val_loss: 0.0311999 | Time: 1648.05 ms [2022-04-05 12:42:19 main:581] : INFO : Epoch 1802 | loss: 0.0311936 | val_loss: 0.0312005 | Time: 1646.67 ms [2022-04-05 12:42:20 main:581] : INFO : Epoch 1803 | loss: 0.0311918 | val_loss: 0.0311994 | Time: 1645.29 ms [2022-04-05 12:42:22 main:581] : INFO : Epoch 1804 | loss: 0.0311926 | val_loss: 0.0312016 | Time: 1646.17 ms [2022-04-05 12:42:24 main:581] : INFO : Epoch 1805 | loss: 0.031192 | val_loss: 0.0311991 | Time: 1644.33 ms [2022-04-05 12:42:25 main:581] : INFO : Epoch 1806 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 1647.97 ms [2022-04-05 12:42:27 main:581] : INFO : Epoch 1807 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 1648 ms [2022-04-05 12:42:29 main:581] : INFO : Epoch 1808 | loss: 0.0311909 | val_loss: 0.031199 | Time: 1646.65 ms [2022-04-05 12:42:30 main:581] : INFO : Epoch 1809 | loss: 0.0311908 | val_loss: 0.0311967 | Time: 1646.49 ms [2022-04-05 12:42:32 main:581] : INFO : Epoch 1810 | loss: 0.0311913 | val_loss: 0.031198 | Time: 1647.96 ms [2022-04-05 12:42:33 main:581] : INFO : Epoch 1811 | loss: 0.0311909 | val_loss: 0.0311961 | Time: 1645.62 ms [2022-04-05 12:42:35 main:581] : INFO : Epoch 1812 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 1646 ms [2022-04-05 12:42:37 main:581] : INFO : Epoch 1813 | loss: 0.0311905 | val_loss: 0.0311971 | Time: 1647.91 ms [2022-04-05 12:42:38 main:581] : INFO : Epoch 1814 | loss: 0.0311894 | val_loss: 0.0311965 | Time: 1644.63 ms [2022-04-05 12:42:40 main:581] : INFO : Epoch 1815 | loss: 0.0311888 | val_loss: 0.0311962 | Time: 1649.21 ms [2022-04-05 12:42:42 main:581] : INFO : Epoch 1816 | loss: 0.0311884 | val_loss: 0.0311964 | Time: 1643.37 ms [2022-04-05 12:42:43 main:581] : INFO : Epoch 1817 | loss: 0.0311896 | val_loss: 0.0311986 | Time: 1641.28 ms [2022-04-05 12:42:45 main:581] : INFO : Epoch 1818 | loss: 0.0311917 | val_loss: 0.0311984 | Time: 1644.15 ms [2022-04-05 12:42:47 main:581] : INFO : Epoch 1819 | loss: 0.0311891 | val_loss: 0.0311965 | Time: 1641.57 ms [2022-04-05 12:42:48 main:581] : INFO : Epoch 1820 | loss: 0.0311892 | val_loss: 0.0311951 | Time: 1645.43 ms [2022-04-05 12:42:50 main:581] : INFO : Epoch 1821 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 1645.47 ms [2022-04-05 12:42:52 main:581] : INFO : Epoch 1822 | loss: 0.0311881 | val_loss: 0.0311939 | Time: 1646.28 ms [2022-04-05 12:42:53 main:581] : INFO : Epoch 1823 | loss: 0.031187 | val_loss: 0.0311934 | Time: 1646.5 ms [2022-04-05 12:42:55 main:581] : INFO : Epoch 1824 | loss: 0.0311877 | val_loss: 0.0311932 | Time: 1644.65 ms [2022-04-05 12:42:57 main:581] : INFO : Epoch 1825 | loss: 0.0311873 | val_loss: 0.0311929 | Time: 1643.73 ms [2022-04-05 12:42:58 main:581] : INFO : Epoch 1826 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 1644.23 ms [2022-04-05 12:43:00 main:581] : INFO : Epoch 1827 | loss: 0.0311869 | val_loss: 0.0311929 | Time: 1644.99 ms [2022-04-05 12:43:01 main:581] : INFO : Epoch 1828 | loss: 0.0311859 | val_loss: 0.031194 | Time: 1646.83 ms [2022-04-05 12:43:03 main:581] : INFO : Epoch 1829 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 1644.69 ms [2022-04-05 12:43:05 main:581] : INFO : Epoch 1830 | loss: 0.0311886 | val_loss: 0.0311935 | Time: 1644.6 ms [2022-04-05 12:43:06 main:581] : INFO : Epoch 1831 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 1645.91 ms [2022-04-05 12:43:08 main:581] : INFO : Epoch 1832 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 1644.95 ms [2022-04-05 12:43:10 main:581] : INFO : Epoch 1833 | loss: 0.0311856 | val_loss: 0.0311928 | Time: 1647.78 ms [2022-04-05 12:43:11 main:581] : INFO : Epoch 1834 | loss: 0.031186 | val_loss: 0.0311938 | Time: 1648.25 ms [2022-04-05 12:43:13 main:581] : INFO : Epoch 1835 | loss: 0.0311851 | val_loss: 0.0311947 | Time: 1647.06 ms [2022-04-05 12:43:15 main:581] : INFO : Epoch 1836 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 1645.91 ms [2022-04-05 12:43:16 main:581] : INFO : Epoch 1837 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 1647.23 ms [2022-04-05 12:43:18 main:581] : INFO : Epoch 1838 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 1646.57 ms [2022-04-05 12:43:20 main:581] : INFO : Epoch 1839 | loss: 0.0311874 | val_loss: 0.0311935 | Time: 1646.31 ms [2022-04-05 12:43:21 main:581] : INFO : Epoch 1840 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 1644.73 ms [2022-04-05 12:43:23 main:581] : INFO : Epoch 1841 | loss: 0.0311858 | val_loss: 0.0311928 | Time: 1644.47 ms [2022-04-05 12:43:24 main:581] : INFO : Epoch 1842 | loss: 0.0311866 | val_loss: 0.0311926 | Time: 1645.79 ms [2022-04-05 12:43:26 main:581] : INFO : Epoch 1843 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 1645.22 ms [2022-04-05 12:43:28 main:581] : INFO : Epoch 1844 | loss: 0.0311875 | val_loss: 0.031191 | Time: 1646.25 ms [2022-04-05 12:43:29 main:581] : INFO : Epoch 1845 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 1647.94 ms [2022-04-05 12:43:31 main:581] : INFO : Epoch 1846 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 1646.3 ms [2022-04-05 12:43:33 main:581] : INFO : Epoch 1847 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 1647.99 ms [2022-04-05 12:43:34 main:581] : INFO : Epoch 1848 | loss: 0.0311837 | val_loss: 0.0311933 | Time: 1647.21 ms [2022-04-05 12:43:36 main:581] : INFO : Epoch 1849 | loss: 0.0311835 | val_loss: 0.0311931 | Time: 1648.6 ms [2022-04-05 12:43:38 main:581] : INFO : Epoch 1850 | loss: 0.031184 | val_loss: 0.0311971 | Time: 1648.81 ms [2022-04-05 12:43:39 main:581] : INFO : Epoch 1851 | loss: 0.0311858 | val_loss: 0.0311954 | Time: 1658.78 ms [2022-04-05 12:43:41 main:581] : INFO : Epoch 1852 | loss: 0.0311855 | val_loss: 0.031197 | Time: 1648.59 ms [2022-04-05 12:43:43 main:581] : INFO : Epoch 1853 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 1648.3 ms [2022-04-05 12:43:44 main:581] : INFO : Epoch 1854 | loss: 0.031185 | val_loss: 0.0311926 | Time: 1645.65 ms [2022-04-05 12:43:46 main:581] : INFO : Epoch 1855 | loss: 0.0311858 | val_loss: 0.0311946 | Time: 1646.34 ms [2022-04-05 12:43:48 main:581] : INFO : Epoch 1856 | loss: 0.031189 | val_loss: 0.0312014 | Time: 1645.67 ms [2022-04-05 12:43:49 main:581] : INFO : Epoch 1857 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 1651.05 ms [2022-04-05 12:43:51 main:581] : INFO : Epoch 1858 | loss: 0.0311866 | val_loss: 0.0311933 | Time: 1645.06 ms [2022-04-05 12:43:53 main:581] : INFO : Epoch 1859 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 1645.96 ms [2022-04-05 12:43:54 main:581] : INFO : Epoch 1860 | loss: 0.0311873 | val_loss: 0.0311949 | Time: 1645.53 ms [2022-04-05 12:43:56 main:581] : INFO : Epoch 1861 | loss: 0.0311858 | val_loss: 0.0311932 | Time: 1643.55 ms [2022-04-05 12:43:57 main:581] : INFO : Epoch 1862 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1647.26 ms [2022-04-05 12:43:59 main:581] : INFO : Epoch 1863 | loss: 0.031185 | val_loss: 0.0311994 | Time: 1644.67 ms [2022-04-05 12:44:01 main:581] : INFO : Epoch 1864 | loss: 0.0311873 | val_loss: 0.031196 | Time: 1649.68 ms [2022-04-05 12:44:02 main:581] : INFO : Epoch 1865 | loss: 0.0311933 | val_loss: 0.0312044 | Time: 1646.52 ms [2022-04-05 12:44:04 main:581] : INFO : Epoch 1866 | loss: 0.0311943 | val_loss: 0.0312015 | Time: 1645 ms [2022-04-05 12:44:06 main:581] : INFO : Epoch 1867 | loss: 0.031192 | val_loss: 0.0311991 | Time: 1647.99 ms [2022-04-05 12:44:07 main:581] : INFO : Epoch 1868 | loss: 0.0311953 | val_loss: 0.0312003 | Time: 1645.11 ms [2022-04-05 12:44:09 main:581] : INFO : Epoch 1869 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 1646.12 ms [2022-04-05 12:44:11 main:581] : INFO : Epoch 1870 | loss: 0.0311902 | val_loss: 0.0311937 | Time: 1647.75 ms [2022-04-05 12:44:12 main:581] : INFO : Epoch 1871 | loss: 0.031188 | val_loss: 0.0311966 | Time: 1647.27 ms [2022-04-05 12:44:14 main:581] : INFO : Epoch 1872 | loss: 0.0311905 | val_loss: 0.0311972 | Time: 1647 ms [2022-04-05 12:44:16 main:581] : INFO : Epoch 1873 | loss: 0.0311879 | val_loss: 0.0312037 | Time: 1646.43 ms [2022-04-05 12:44:17 main:581] : INFO : Epoch 1874 | loss: 0.03119 | val_loss: 0.031194 | Time: 1645.68 ms [2022-04-05 12:44:19 main:581] : INFO : Epoch 1875 | loss: 0.031187 | val_loss: 0.0311954 | Time: 1647.86 ms [2022-04-05 12:44:21 main:581] : INFO : Epoch 1876 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 1645.78 ms [2022-04-05 12:44:22 main:581] : INFO : Epoch 1877 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 1644.98 ms [2022-04-05 12:44:24 main:581] : INFO : Epoch 1878 | loss: 0.0311854 | val_loss: 0.0311916 | Time: 1647.55 ms [2022-04-05 12:44:25 main:581] : INFO : Epoch 1879 | loss: 0.0311832 | val_loss: 0.0311934 | Time: 1647.72 ms [2022-04-05 12:44:27 main:581] : INFO : Epoch 1880 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 1645.24 ms [2022-04-05 12:44:29 main:581] : INFO : Epoch 1881 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 1646.82 ms [2022-04-05 12:44:30 main:581] : INFO : Epoch 1882 | loss: 0.0311946 | val_loss: 0.0311997 | Time: 1645.51 ms [2022-04-05 12:44:32 main:581] : INFO : Epoch 1883 | loss: 0.0311931 | val_loss: 0.0311983 | Time: 1645.28 ms [2022-04-05 12:44:34 main:581] : INFO : Epoch 1884 | loss: 0.0311926 | val_loss: 0.0311972 | Time: 1646.43 ms [2022-04-05 12:44:35 main:581] : INFO : Epoch 1885 | loss: 0.0311899 | val_loss: 0.0311966 | Time: 1647.15 ms [2022-04-05 12:44:37 main:581] : INFO : Epoch 1886 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 1647.45 ms [2022-04-05 12:44:39 main:581] : INFO : Epoch 1887 | loss: 0.031188 | val_loss: 0.0311946 | Time: 1645.48 ms [2022-04-05 12:44:40 main:581] : INFO : Epoch 1888 | loss: 0.0311882 | val_loss: 0.031194 | Time: 1645.36 ms [2022-04-05 12:44:42 main:581] : INFO : Epoch 1889 | loss: 0.0311874 | val_loss: 0.0311917 | Time: 1646.23 ms [2022-04-05 12:44:44 main:581] : INFO : Epoch 1890 | loss: 0.0311873 | val_loss: 0.0311944 | Time: 1648.87 ms [2022-04-05 12:44:45 main:581] : INFO : Epoch 1891 | loss: 0.0311885 | val_loss: 0.0311941 | Time: 1645.72 ms [2022-04-05 12:44:47 main:581] : INFO : Epoch 1892 | loss: 0.0311863 | val_loss: 0.0311928 | Time: 1646.96 ms [2022-04-05 12:44:48 main:581] : INFO : Epoch 1893 | loss: 0.0311863 | val_loss: 0.031193 | Time: 1645.98 ms [2022-04-05 12:44:50 main:581] : INFO : Epoch 1894 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 1646.64 ms [2022-04-05 12:44:52 main:581] : INFO : Epoch 1895 | loss: 0.031185 | val_loss: 0.0311921 | Time: 1646.66 ms [2022-04-05 12:44:53 main:581] : INFO : Epoch 1896 | loss: 0.0311856 | val_loss: 0.031193 | Time: 1644.91 ms [2022-04-05 12:44:55 main:581] : INFO : Epoch 1897 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 1649.66 ms [2022-04-05 12:44:57 main:581] : INFO : Epoch 1898 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 1648.33 ms [2022-04-05 12:44:58 main:581] : INFO : Epoch 1899 | loss: 0.0311821 | val_loss: 0.0311917 | Time: 1646.43 ms [2022-04-05 12:45:00 main:581] : INFO : Epoch 1900 | loss: 0.0311843 | val_loss: 0.0311917 | Time: 1645.6 ms [2022-04-05 12:45:02 main:581] : INFO : Epoch 1901 | loss: 0.0311831 | val_loss: 0.0311901 | Time: 1647.17 ms [2022-04-05 12:45:03 main:581] : INFO : Epoch 1902 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 1645.92 ms [2022-04-05 12:45:05 main:581] : INFO : Epoch 1903 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 1646.03 ms [2022-04-05 12:45:07 main:581] : INFO : Epoch 1904 | loss: 0.0311822 | val_loss: 0.0311897 | Time: 1650.25 ms [2022-04-05 12:45:08 main:581] : INFO : Epoch 1905 | loss: 0.031182 | val_loss: 0.0311914 | Time: 1648.33 ms [2022-04-05 12:45:10 main:581] : INFO : Epoch 1906 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 1649.51 ms [2022-04-05 12:45:12 main:581] : INFO : Epoch 1907 | loss: 0.0311802 | val_loss: 0.0311919 | Time: 1646.89 ms [2022-04-05 12:45:13 main:581] : INFO : Epoch 1908 | loss: 0.03118 | val_loss: 0.0311964 | Time: 1646.66 ms [2022-04-05 12:45:15 main:581] : INFO : Epoch 1909 | loss: 0.0311847 | val_loss: 0.0311937 | Time: 1646.18 ms [2022-04-05 12:45:17 main:581] : INFO : Epoch 1910 | loss: 0.0311821 | val_loss: 0.0311934 | Time: 1647.8 ms [2022-04-05 12:45:18 main:581] : INFO : Epoch 1911 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 1648.6 ms [2022-04-05 12:45:20 main:581] : INFO : Epoch 1912 | loss: 0.0311791 | val_loss: 0.031188 | Time: 1648.04 ms [2022-04-05 12:45:21 main:581] : INFO : Epoch 1913 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 1645.74 ms [2022-04-05 12:45:23 main:581] : INFO : Epoch 1914 | loss: 0.0311811 | val_loss: 0.0311955 | Time: 1648.2 ms [2022-04-05 12:45:25 main:581] : INFO : Epoch 1915 | loss: 0.0311807 | val_loss: 0.0311884 | Time: 1647.47 ms [2022-04-05 12:45:26 main:581] : INFO : Epoch 1916 | loss: 0.0311795 | val_loss: 0.0311901 | Time: 1646.71 ms [2022-04-05 12:45:28 main:581] : INFO : Epoch 1917 | loss: 0.0311809 | val_loss: 0.0311887 | Time: 1649.12 ms [2022-04-05 12:45:30 main:581] : INFO : Epoch 1918 | loss: 0.0311795 | val_loss: 0.0311889 | Time: 1665.58 ms [2022-04-05 12:45:31 main:581] : INFO : Epoch 1919 | loss: 0.031182 | val_loss: 0.0311908 | Time: 1650.77 ms [2022-04-05 12:45:33 main:581] : INFO : Epoch 1920 | loss: 0.0311829 | val_loss: 0.0311898 | Time: 1650.96 ms [2022-04-05 12:45:35 main:581] : INFO : Epoch 1921 | loss: 0.0311809 | val_loss: 0.0311871 | Time: 1649.1 ms [2022-04-05 12:45:36 main:581] : INFO : Epoch 1922 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 1651.61 ms [2022-04-05 12:45:38 main:581] : INFO : Epoch 1923 | loss: 0.0311849 | val_loss: 0.031192 | Time: 1666.2 ms [2022-04-05 12:45:40 main:581] : INFO : Epoch 1924 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 1660.76 ms [2022-04-05 12:45:41 main:581] : INFO : Epoch 1925 | loss: 0.0311854 | val_loss: 0.0311934 | Time: 1665.95 ms [2022-04-05 12:45:43 main:581] : INFO : Epoch 1926 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 1664.56 ms [2022-04-05 12:45:45 main:581] : INFO : Epoch 1927 | loss: 0.0311813 | val_loss: 0.0311895 | Time: 1662.39 ms [2022-04-05 12:45:46 main:581] : INFO : Epoch 1928 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 1658.99 ms [2022-04-05 12:45:48 main:581] : INFO : Epoch 1929 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 1647.18 ms [2022-04-05 12:45:50 main:581] : INFO : Epoch 1930 | loss: 0.0311848 | val_loss: 0.031191 | Time: 1644.77 ms [2022-04-05 12:45:51 main:581] : INFO : Epoch 1931 | loss: 0.0311833 | val_loss: 0.0311907 | Time: 1644.75 ms [2022-04-05 12:45:53 main:581] : INFO : Epoch 1932 | loss: 0.0311828 | val_loss: 0.0311909 | Time: 1645.23 ms [2022-04-05 12:45:55 main:581] : INFO : Epoch 1933 | loss: 0.0311828 | val_loss: 0.0311891 | Time: 1642.18 ms [2022-04-05 12:45:56 main:581] : INFO : Epoch 1934 | loss: 0.03118 | val_loss: 0.0311859 | Time: 1647.75 ms [2022-04-05 12:45:58 main:581] : INFO : Epoch 1935 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 1645.92 ms [2022-04-05 12:45:59 main:581] : INFO : Epoch 1936 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 1646.54 ms [2022-04-05 12:46:01 main:581] : INFO : Epoch 1937 | loss: 0.0311813 | val_loss: 0.0311904 | Time: 1645.52 ms [2022-04-05 12:46:03 main:581] : INFO : Epoch 1938 | loss: 0.0311799 | val_loss: 0.0311863 | Time: 1648.93 ms [2022-04-05 12:46:04 main:581] : INFO : Epoch 1939 | loss: 0.0311803 | val_loss: 0.0311858 | Time: 1652.72 ms [2022-04-05 12:46:06 main:581] : INFO : Epoch 1940 | loss: 0.0311802 | val_loss: 0.0311853 | Time: 1648.17 ms [2022-04-05 12:46:08 main:581] : INFO : Epoch 1941 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 1647.81 ms [2022-04-05 12:46:09 main:581] : INFO : Epoch 1942 | loss: 0.031177 | val_loss: 0.0311856 | Time: 1648.58 ms [2022-04-05 12:46:11 main:581] : INFO : Epoch 1943 | loss: 0.031179 | val_loss: 0.0311865 | Time: 1651.34 ms [2022-04-05 12:46:13 main:581] : INFO : Epoch 1944 | loss: 0.0311774 | val_loss: 0.0311856 | Time: 1645.39 ms [2022-04-05 12:46:14 main:581] : INFO : Epoch 1945 | loss: 0.0311762 | val_loss: 0.0311853 | Time: 1646.68 ms [2022-04-05 12:46:16 main:581] : INFO : Epoch 1946 | loss: 0.0311762 | val_loss: 0.0311862 | Time: 1645.95 ms [2022-04-05 12:46:18 main:581] : INFO : Epoch 1947 | loss: 0.0311755 | val_loss: 0.031185 | Time: 1648.44 ms [2022-04-05 12:46:19 main:581] : INFO : Epoch 1948 | loss: 0.0311769 | val_loss: 0.0311866 | Time: 1647.58 ms [2022-04-05 12:46:21 main:581] : INFO : Epoch 1949 | loss: 0.0311776 | val_loss: 0.0311901 | Time: 1645.52 ms [2022-04-05 12:46:23 main:581] : INFO : Epoch 1950 | loss: 0.0311772 | val_loss: 0.0311867 | Time: 1647.56 ms [2022-04-05 12:46:24 main:581] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311856 | Time: 1647.34 ms [2022-04-05 12:46:26 main:581] : INFO : Epoch 1952 | loss: 0.0311776 | val_loss: 0.0311879 | Time: 1645.78 ms [2022-04-05 12:46:27 main:581] : INFO : Epoch 1953 | loss: 0.0311765 | val_loss: 0.0311877 | Time: 1647.36 ms [2022-04-05 12:46:29 main:581] : INFO : Epoch 1954 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 1648.04 ms [2022-04-05 12:46:31 main:581] : INFO : Epoch 1955 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 1646.3 ms [2022-04-05 12:46:32 main:581] : INFO : Epoch 1956 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 1651.36 ms [2022-04-05 12:46:34 main:581] : INFO : Epoch 1957 | loss: 0.031174 | val_loss: 0.0311872 | Time: 1646.3 ms [2022-04-05 12:46:36 main:581] : INFO : Epoch 1958 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 1646.32 ms [2022-04-05 12:46:37 main:581] : INFO : Epoch 1959 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 1646.67 ms [2022-04-05 12:46:39 main:581] : INFO : Epoch 1960 | loss: 0.0311782 | val_loss: 0.031187 | Time: 1646.83 ms [2022-04-05 12:46:41 main:581] : INFO : Epoch 1961 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 1648.18 ms [2022-04-05 12:46:42 main:581] : INFO : Epoch 1962 | loss: 0.031182 | val_loss: 0.0311888 | Time: 1646.96 ms [2022-04-05 12:46:44 main:581] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.031187 | Time: 1644.97 ms [2022-04-05 12:46:46 main:581] : INFO : Epoch 1964 | loss: 0.0311797 | val_loss: 0.031189 | Time: 1650 ms [2022-04-05 12:46:47 main:581] : INFO : Epoch 1965 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 1645.76 ms [2022-04-05 12:46:49 main:581] : INFO : Epoch 1966 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 1645.78 ms [2022-04-05 12:46:51 main:581] : INFO : Epoch 1967 | loss: 0.0311759 | val_loss: 0.0311838 | Time: 1645.89 ms [2022-04-05 12:46:52 main:581] : INFO : Epoch 1968 | loss: 0.0311771 | val_loss: 0.0311872 | Time: 1647.34 ms [2022-04-05 12:46:54 main:581] : INFO : Epoch 1969 | loss: 0.0311769 | val_loss: 0.0311861 | Time: 1647.64 ms [2022-04-05 12:46:55 main:581] : INFO : Epoch 1970 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 1646.49 ms [2022-04-05 12:46:57 main:581] : INFO : Epoch 1971 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 1645.99 ms [2022-04-05 12:46:59 main:581] : INFO : Epoch 1972 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 1646.65 ms [2022-04-05 12:47:00 main:581] : INFO : Epoch 1973 | loss: 0.0311784 | val_loss: 0.0311873 | Time: 1648.39 ms [2022-04-05 12:47:02 main:581] : INFO : Epoch 1974 | loss: 0.0311794 | val_loss: 0.0311899 | Time: 1647.9 ms [2022-04-05 12:47:04 main:581] : INFO : Epoch 1975 | loss: 0.0311832 | val_loss: 0.0311945 | Time: 1649.53 ms [2022-04-05 12:47:05 main:581] : INFO : Epoch 1976 | loss: 0.0311936 | val_loss: 0.0311911 | Time: 1649.39 ms [2022-04-05 12:47:07 main:581] : INFO : Epoch 1977 | loss: 0.0311885 | val_loss: 0.0311933 | Time: 1646.04 ms [2022-04-05 12:47:09 main:581] : INFO : Epoch 1978 | loss: 0.0311891 | val_loss: 0.0311957 | Time: 1648.96 ms [2022-04-05 12:47:10 main:581] : INFO : Epoch 1979 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 1650.64 ms [2022-04-05 12:47:12 main:581] : INFO : Epoch 1980 | loss: 0.0311906 | val_loss: 0.031197 | Time: 1645.94 ms [2022-04-05 12:47:14 main:581] : INFO : Epoch 1981 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 1646.92 ms [2022-04-05 12:47:15 main:581] : INFO : Epoch 1982 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 1649.27 ms [2022-04-05 12:47:17 main:581] : INFO : Epoch 1983 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 1647.91 ms [2022-04-05 12:47:19 main:581] : INFO : Epoch 1984 | loss: 0.0311873 | val_loss: 0.0311967 | Time: 1645.23 ms [2022-04-05 12:47:20 main:581] : INFO : Epoch 1985 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 1646.47 ms [2022-04-05 12:47:22 main:581] : INFO : Epoch 1986 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 1647.94 ms [2022-04-05 12:47:23 main:581] : INFO : Epoch 1987 | loss: 0.031185 | val_loss: 0.0311981 | Time: 1645.82 ms [2022-04-05 12:47:25 main:581] : INFO : Epoch 1988 | loss: 0.031199 | val_loss: 0.0311964 | Time: 1646.33 ms [2022-04-05 12:47:27 main:581] : INFO : Epoch 1989 | loss: 0.0311973 | val_loss: 0.0311948 | Time: 1647.08 ms [2022-04-05 12:47:28 main:581] : INFO : Epoch 1990 | loss: 0.0311961 | val_loss: 0.0311921 | Time: 1648.54 ms [2022-04-05 12:47:30 main:581] : INFO : Epoch 1991 | loss: 0.0311952 | val_loss: 0.0311907 | Time: 1646.98 ms [2022-04-05 12:47:32 main:581] : INFO : Epoch 1992 | loss: 0.0311924 | val_loss: 0.03119 | Time: 1647.86 ms [2022-04-05 12:47:33 main:581] : INFO : Epoch 1993 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 1646.86 ms [2022-04-05 12:47:35 main:581] : INFO : Epoch 1994 | loss: 0.0311893 | val_loss: 0.0311865 | Time: 1647.89 ms [2022-04-05 12:47:37 main:581] : INFO : Epoch 1995 | loss: 0.0311889 | val_loss: 0.0311871 | Time: 1649.66 ms [2022-04-05 12:47:38 main:581] : INFO : Epoch 1996 | loss: 0.0311869 | val_loss: 0.0311854 | Time: 1646.06 ms [2022-04-05 12:47:40 main:581] : INFO : Epoch 1997 | loss: 0.0311859 | val_loss: 0.031185 | Time: 1648.03 ms [2022-04-05 12:47:42 main:581] : INFO : Epoch 1998 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 1646.45 ms [2022-04-05 12:47:43 main:581] : INFO : Epoch 1999 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 1645.65 ms [2022-04-05 12:47:45 main:581] : INFO : Epoch 2000 | loss: 0.0311844 | val_loss: 0.031183 | Time: 1645.16 ms [2022-04-05 12:47:47 main:581] : INFO : Epoch 2001 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 1648.63 ms [2022-04-05 12:47:48 main:581] : INFO : Epoch 2002 | loss: 0.0311828 | val_loss: 0.031182 | Time: 1646.63 ms [2022-04-05 12:47:50 main:581] : INFO : Epoch 2003 | loss: 0.0311824 | val_loss: 0.0311833 | Time: 1648.28 ms [2022-04-05 12:47:51 main:581] : INFO : Epoch 2004 | loss: 0.031183 | val_loss: 0.0311824 | Time: 1644.33 ms [2022-04-05 12:47:53 main:581] : INFO : Epoch 2005 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 1647.47 ms [2022-04-05 12:47:55 main:581] : INFO : Epoch 2006 | loss: 0.0311883 | val_loss: 0.031186 | Time: 1646.19 ms [2022-04-05 12:47:56 main:581] : INFO : Epoch 2007 | loss: 0.0311879 | val_loss: 0.0311847 | Time: 1647.19 ms [2022-04-05 12:47:58 main:581] : INFO : Epoch 2008 | loss: 0.0311864 | val_loss: 0.031185 | Time: 1647.22 ms [2022-04-05 12:48:00 main:581] : INFO : Epoch 2009 | loss: 0.0311848 | val_loss: 0.0311825 | Time: 1646.88 ms [2022-04-05 12:48:01 main:581] : INFO : Epoch 2010 | loss: 0.0311859 | val_loss: 0.031185 | Time: 1645.28 ms [2022-04-05 12:48:03 main:581] : INFO : Epoch 2011 | loss: 0.031183 | val_loss: 0.0311851 | Time: 1647.22 ms [2022-04-05 12:48:05 main:581] : INFO : Epoch 2012 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 1647.04 ms [2022-04-05 12:48:06 main:581] : INFO : Epoch 2013 | loss: 0.031182 | val_loss: 0.0311821 | Time: 1644.8 ms [2022-04-05 12:48:08 main:581] : INFO : Epoch 2014 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 1647.46 ms [2022-04-05 12:48:10 main:581] : INFO : Epoch 2015 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 1647.61 ms [2022-04-05 12:48:11 main:581] : INFO : Epoch 2016 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 1681.38 ms [2022-04-05 12:48:13 main:581] : INFO : Epoch 2017 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 1670.43 ms [2022-04-05 12:48:15 main:581] : INFO : Epoch 2018 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2054.71 ms [2022-04-05 12:48:18 main:581] : INFO : Epoch 2019 | loss: 0.0311819 | val_loss: 0.031183 | Time: 2710.16 ms [2022-04-05 12:48:19 main:581] : INFO : Epoch 2020 | loss: 0.0311815 | val_loss: 0.0311832 | Time: 1679.76 ms [2022-04-05 12:48:21 main:581] : INFO : Epoch 2021 | loss: 0.03118 | val_loss: 0.0311822 | Time: 2000.08 ms [2022-04-05 12:48:24 main:581] : INFO : Epoch 2022 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 2941.78 ms [2022-04-05 12:48:27 main:581] : INFO : Epoch 2023 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 2767.77 ms [2022-04-05 12:48:30 main:581] : INFO : Epoch 2024 | loss: 0.0311786 | val_loss: 0.0311816 | Time: 2748.78 ms [2022-04-05 12:48:33 main:581] : INFO : Epoch 2025 | loss: 0.0311803 | val_loss: 0.0311864 | Time: 2747.77 ms [2022-04-05 12:48:36 main:581] : INFO : Epoch 2026 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 2983.98 ms [2022-04-05 12:48:38 main:581] : INFO : Epoch 2027 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 2648.02 ms [2022-04-05 12:48:41 main:581] : INFO : Epoch 2028 | loss: 0.0311816 | val_loss: 0.0311883 | Time: 2619.77 ms [2022-04-05 12:48:44 main:581] : INFO : Epoch 2029 | loss: 0.0311874 | val_loss: 0.0311893 | Time: 2978.97 ms [2022-04-05 12:48:46 main:581] : INFO : Epoch 2030 | loss: 0.0311866 | val_loss: 0.0311867 | Time: 2548.39 ms [2022-04-05 12:48:49 main:581] : INFO : Epoch 2031 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 2839.83 ms [2022-04-05 12:48:52 main:581] : INFO : Epoch 2032 | loss: 0.0311854 | val_loss: 0.0311856 | Time: 2991.53 ms [2022-04-05 12:48:54 main:581] : INFO : Epoch 2033 | loss: 0.031183 | val_loss: 0.0311855 | Time: 1760.84 ms [2022-04-05 12:48:56 main:581] : INFO : Epoch 2034 | loss: 0.0311819 | val_loss: 0.0311877 | Time: 1669.36 ms [2022-04-05 12:48:57 main:581] : INFO : Epoch 2035 | loss: 0.0311829 | val_loss: 0.0311852 | Time: 1681.68 ms [2022-04-05 12:48:59 main:581] : INFO : Epoch 2036 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 1706.12 ms [2022-04-05 12:49:01 main:581] : INFO : Epoch 2037 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 1689.7 ms [2022-04-05 12:49:02 main:581] : INFO : Epoch 2038 | loss: 0.0311854 | val_loss: 0.0311912 | Time: 1690.92 ms [2022-04-05 12:49:05 main:581] : INFO : Epoch 2039 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 2537.31 ms [2022-04-05 12:49:08 main:581] : INFO : Epoch 2040 | loss: 0.03118 | val_loss: 0.0311835 | Time: 2951.75 ms [2022-04-05 12:49:11 main:581] : INFO : Epoch 2041 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 2991.53 ms [2022-04-05 12:49:14 main:581] : INFO : Epoch 2042 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 3068.46 ms [2022-04-05 12:49:17 main:581] : INFO : Epoch 2043 | loss: 0.03118 | val_loss: 0.0311838 | Time: 3052.93 ms [2022-04-05 12:49:19 main:581] : INFO : Epoch 2044 | loss: 0.0311821 | val_loss: 0.0311828 | Time: 2243.27 ms [2022-04-05 12:49:22 main:581] : INFO : Epoch 2045 | loss: 0.0311823 | val_loss: 0.0311858 | Time: 2950.6 ms [2022-04-05 12:49:25 main:581] : INFO : Epoch 2046 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 2966.78 ms [2022-04-05 12:49:28 main:581] : INFO : Epoch 2047 | loss: 0.0311815 | val_loss: 0.0311876 | Time: 3038.53 ms [2022-04-05 12:49:31 main:581] : INFO : Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 3064.55 ms [2022-04-05 12:49:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813 [2022-04-05 12:49:31 main:610] : INFO : Saving end state to config to file [2022-04-05 12:49:31 main:615] : INFO : Success, exiting.. 12:49:31 (1723399): 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)