Task 8843667
| Name | ParityModified-1634618277-11306-3_0 |
| Workunit | 6313185 |
| Created | 10 Nov 2021, 6:47:04 UTC |
| Sent | 16 Nov 2021, 5:28:50 UTC |
| Report deadline | 23 Nov 2021, 5:28:50 UTC |
| Received | 17 Nov 2021, 20:35:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 9 hours 33 min 17 sec |
| CPU time | 6 hours 45 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7.8 ms [2021-11-17 11:08:34 main:574] : INFO : Epoch 1542 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 16355.7 ms [2021-11-17 11:08:50 main:574] : INFO : Epoch 1543 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 16049.2 ms [2021-11-17 11:09:06 main:574] : INFO : Epoch 1544 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 16543.5 ms [2021-11-17 11:09:25 main:574] : INFO : Epoch 1545 | loss: 0.0311922 | val_loss: 0.0311939 | Time: 19133.4 ms [2021-11-17 11:09:42 main:574] : INFO : Epoch 1546 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 16195.6 ms [2021-11-17 11:09:58 main:574] : INFO : Epoch 1547 | loss: 0.0311916 | val_loss: 0.0311939 | Time: 16587.4 ms [2021-11-17 11:10:16 main:574] : INFO : Epoch 1548 | loss: 0.0311916 | val_loss: 0.0311936 | Time: 17542.5 ms [2021-11-17 11:10:35 main:574] : INFO : Epoch 1549 | loss: 0.0311925 | val_loss: 0.0311913 | Time: 18932.6 ms [2021-11-17 11:10:55 main:574] : INFO : Epoch 1550 | loss: 0.0311908 | val_loss: 0.0311945 | Time: 19764 ms [2021-11-17 11:11:14 main:574] : INFO : Epoch 1551 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 19048.6 ms [2021-11-17 11:11:33 main:574] : INFO : Epoch 1552 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 19581.5 ms [2021-11-17 11:11:53 main:574] : INFO : Epoch 1553 | loss: 0.0311901 | val_loss: 0.0311925 | Time: 19321.8 ms [2021-11-17 11:12:12 main:574] : INFO : Epoch 1554 | loss: 0.0311897 | val_loss: 0.0311942 | Time: 19448.2 ms [2021-11-17 11:12:32 main:574] : INFO : Epoch 1555 | loss: 0.0311917 | val_loss: 0.031194 | Time: 19486 ms [2021-11-17 11:12:52 main:574] : INFO : Epoch 1556 | loss: 0.0311894 | val_loss: 0.031191 | Time: 19716.7 ms [2021-11-17 11:13:12 main:574] : INFO : Epoch 1557 | loss: 0.0311889 | val_loss: 0.0311965 | Time: 19889.8 ms [2021-11-17 11:13:31 main:574] : INFO : Epoch 1558 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 19155.8 ms [2021-11-17 11:13:50 main:574] : INFO : Epoch 1559 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 19532.4 ms [2021-11-17 11:14:10 main:574] : INFO : Epoch 1560 | loss: 0.0311885 | val_loss: 0.031191 | Time: 19915 ms [2021-11-17 11:14:30 main:574] : INFO : Epoch 1561 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 19190.5 ms [2021-11-17 11:14:49 main:574] : INFO : Epoch 1562 | loss: 0.031189 | val_loss: 0.0311911 | Time: 19140.4 ms [2021-11-17 11:15:09 main:574] : INFO : Epoch 1563 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 19730.4 ms [2021-11-17 11:15:28 main:574] : INFO : Epoch 1564 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 19061.4 ms [2021-11-17 11:15:48 main:574] : INFO : Epoch 1565 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 20048.3 ms [2021-11-17 11:16:04 main:574] : INFO : Epoch 1566 | loss: 0.0311931 | val_loss: 0.0311911 | Time: 16490.7 ms [2021-11-17 11:16:20 main:574] : INFO : Epoch 1567 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 15540.7 ms [2021-11-17 11:16:38 main:574] : INFO : Epoch 1568 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 17588.1 ms [2021-11-17 11:16:57 main:574] : INFO : Epoch 1569 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 19140.3 ms [2021-11-17 11:17:16 main:574] : INFO : Epoch 1570 | loss: 0.03119 | val_loss: 0.0311902 | Time: 19130.2 ms [2021-11-17 11:17:35 main:574] : INFO : Epoch 1571 | loss: 0.0311892 | val_loss: 0.0311901 | Time: 19195.3 ms [2021-11-17 11:17:55 main:574] : INFO : Epoch 1572 | loss: 0.0311871 | val_loss: 0.0311925 | Time: 19252 ms [2021-11-17 11:18:13 main:574] : INFO : Epoch 1573 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 18816.9 ms [2021-11-17 11:18:31 main:574] : INFO : Epoch 1574 | loss: 0.0311856 | val_loss: 0.0311902 | Time: 17928 ms [2021-11-17 11:18:51 main:574] : INFO : Epoch 1575 | loss: 0.031186 | val_loss: 0.0311899 | Time: 19629.8 ms [2021-11-17 11:19:10 main:574] : INFO : Epoch 1576 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 19113.4 ms [2021-11-17 11:19:29 main:574] : INFO : Epoch 1577 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 18931.4 ms [2021-11-17 11:19:48 main:574] : INFO : Epoch 1578 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 18900.4 ms [2021-11-17 11:20:08 main:574] : INFO : Epoch 1579 | loss: 0.0311864 | val_loss: 0.031189 | Time: 19982.1 ms [2021-11-17 11:20:27 main:574] : INFO : Epoch 1580 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 18415.9 ms [2021-11-17 11:20:44 main:574] : INFO : Epoch 1581 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 17021.6 ms [2021-11-17 11:21:03 main:574] : INFO : Epoch 1582 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 19099.4 ms [2021-11-17 11:21:21 main:574] : INFO : Epoch 1583 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 17781.5 ms [2021-11-17 11:21:39 main:574] : INFO : Epoch 1584 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 18135.7 ms [2021-11-17 11:21:58 main:574] : INFO : Epoch 1585 | loss: 0.0311865 | val_loss: 0.0311924 | Time: 19464.7 ms [2021-11-17 11:22:16 main:574] : INFO : Epoch 1586 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 17980.1 ms [2021-11-17 11:22:35 main:574] : INFO : Epoch 1587 | loss: 0.031189 | val_loss: 0.0311899 | Time: 18972.2 ms [2021-11-17 11:22:54 main:574] : INFO : Epoch 1588 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 18086.9 ms [2021-11-17 11:23:11 main:574] : INFO : Epoch 1589 | loss: 0.0311869 | val_loss: 0.0311903 | Time: 17214.5 ms [2021-11-17 11:23:27 main:574] : INFO : Epoch 1590 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 15871 ms [2021-11-17 11:23:46 main:574] : INFO : Epoch 1591 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 19038.5 ms [2021-11-17 11:24:03 main:574] : INFO : Epoch 1592 | loss: 0.0311851 | val_loss: 0.0311905 | Time: 16663.6 ms [2021-11-17 11:24:18 main:574] : INFO : Epoch 1593 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 15635 ms [2021-11-17 11:24:34 main:574] : INFO : Epoch 1594 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 15635.4 ms [2021-11-17 11:24:50 main:574] : INFO : Epoch 1595 | loss: 0.0311856 | val_loss: 0.0311951 | Time: 15871.5 ms [2021-11-17 11:25:06 main:574] : INFO : Epoch 1596 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 16026.3 ms [2021-11-17 11:25:23 main:574] : INFO : Epoch 1597 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 16677.5 ms [2021-11-17 11:25:42 main:574] : INFO : Epoch 1598 | loss: 0.0311845 | val_loss: 0.031195 | Time: 18984.5 ms [2021-11-17 11:25:59 main:574] : INFO : Epoch 1599 | loss: 0.0311876 | val_loss: 0.0311899 | Time: 17423.6 ms [2021-11-17 11:26:15 main:574] : INFO : Epoch 1600 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 15944.2 ms [2021-11-17 11:26:31 main:574] : INFO : Epoch 1601 | loss: 0.031185 | val_loss: 0.0311904 | Time: 15759.6 ms [2021-11-17 11:26:47 main:574] : INFO : Epoch 1602 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 15573.4 ms [2021-11-17 11:27:03 main:574] : INFO : Epoch 1603 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 15958.6 ms [2021-11-17 11:27:18 main:574] : INFO : Epoch 1604 | loss: 0.0311841 | val_loss: 0.0311899 | Time: 15789.7 ms [2021-11-17 11:27:35 main:574] : INFO : Epoch 1605 | loss: 0.0311839 | val_loss: 0.0311943 | Time: 16347.8 ms [2021-11-17 11:27:52 main:574] : INFO : Epoch 1606 | loss: 0.0311845 | val_loss: 0.0311903 | Time: 16803.5 ms [2021-11-17 11:28:11 main:574] : INFO : Epoch 1607 | loss: 0.0311833 | val_loss: 0.0311888 | Time: 19625.5 ms [2021-11-17 11:28:27 main:574] : INFO : Epoch 1608 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 15850.2 ms [2021-11-17 11:28:43 main:574] : INFO : Epoch 1609 | loss: 0.0311874 | val_loss: 0.0311916 | Time: 15655.4 ms [2021-11-17 11:28:59 main:574] : INFO : Epoch 1610 | loss: 0.0311846 | val_loss: 0.0311889 | Time: 15906 ms [2021-11-17 11:29:14 main:574] : INFO : Epoch 1611 | loss: 0.0311867 | val_loss: 0.0311959 | Time: 15520.6 ms [2021-11-17 11:29:31 main:574] : INFO : Epoch 1612 | loss: 0.0311882 | val_loss: 0.0311953 | Time: 16053 ms [2021-11-17 11:29:46 main:574] : INFO : Epoch 1613 | loss: 0.0311839 | val_loss: 0.03119 | Time: 15854.5 ms [2021-11-17 11:30:02 main:574] : INFO : Epoch 1614 | loss: 0.0311841 | val_loss: 0.0311927 | Time: 15962.3 ms [2021-11-17 11:30:21 main:574] : INFO : Epoch 1615 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 18068.3 ms [2021-11-17 11:30:39 main:574] : INFO : Epoch 1616 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 18025.6 ms [2021-11-17 11:30:55 main:574] : INFO : Epoch 1617 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 15868.5 ms [2021-11-17 11:31:11 main:574] : INFO : Epoch 1618 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 16015.9 ms [2021-11-17 11:31:26 main:574] : INFO : Epoch 1619 | loss: 0.031184 | val_loss: 0.0311893 | Time: 15875.1 ms [2021-11-17 11:31:42 main:574] : INFO : Epoch 1620 | loss: 0.0311834 | val_loss: 0.0311903 | Time: 15638 ms [2021-11-17 11:31:58 main:574] : INFO : Epoch 1621 | loss: 0.031186 | val_loss: 0.0311888 | Time: 16089.8 ms [2021-11-17 11:32:14 main:574] : INFO : Epoch 1622 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 16127.9 ms [2021-11-17 11:32:30 main:574] : INFO : Epoch 1623 | loss: 0.0311877 | val_loss: 0.0311962 | Time: 15836.4 ms [2021-11-17 11:32:49 main:574] : INFO : Epoch 1624 | loss: 0.0312013 | val_loss: 0.0312471 | Time: 18373.9 ms [2021-11-17 11:33:06 main:574] : INFO : Epoch 1625 | loss: 0.0376946 | val_loss: 0.0325145 | Time: 17114.3 ms [2021-11-17 11:33:22 main:574] : INFO : Epoch 1626 | loss: 0.0470043 | val_loss: 0.0329246 | Time: 15591.7 ms [2021-11-17 11:33:37 main:574] : INFO : Epoch 1627 | loss: 0.0343486 | val_loss: 0.0347905 | Time: 15634.1 ms [2021-11-17 11:33:53 main:574] : INFO : Epoch 1628 | loss: 0.0330248 | val_loss: 0.0318569 | Time: 15845.7 ms [2021-11-17 11:34:09 main:574] : INFO : Epoch 1629 | loss: 0.0315062 | val_loss: 0.0312794 | Time: 16157.1 ms [2021-11-17 11:34:25 main:574] : INFO : Epoch 1630 | loss: 0.0312889 | val_loss: 0.0312534 | Time: 16063.4 ms [2021-11-17 11:34:41 main:574] : INFO : Epoch 1631 | loss: 0.031257 | val_loss: 0.0312523 | Time: 15831.7 ms [2021-11-17 11:34:59 main:574] : INFO : Epoch 1632 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 17517.7 ms [2021-11-17 11:35:18 main:574] : INFO : Epoch 1633 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 18808.6 ms [2021-11-17 11:35:33 main:574] : INFO : Epoch 1634 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 15596.4 ms [2021-11-17 11:35:48 main:574] : INFO : Epoch 1635 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 14972.6 ms [2021-11-17 11:36:04 main:574] : INFO : Epoch 1636 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 15935.3 ms [2021-11-17 11:36:20 main:574] : INFO : Epoch 1637 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 16067.4 ms [2021-11-17 11:36:37 main:574] : INFO : Epoch 1638 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 16577.8 ms [2021-11-17 11:36:53 main:574] : INFO : Epoch 1639 | loss: 0.0312461 | val_loss: 0.031245 | Time: 16372.9 ms [2021-11-17 11:37:10 main:574] : INFO : Epoch 1640 | loss: 0.0312451 | val_loss: 0.031244 | Time: 16279.1 ms [2021-11-17 11:37:29 main:574] : INFO : Epoch 1641 | loss: 0.031244 | val_loss: 0.0312425 | Time: 19345.5 ms [2021-11-17 11:37:46 main:574] : INFO : Epoch 1642 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 16620.2 ms [2021-11-17 11:38:02 main:574] : INFO : Epoch 1643 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 15857.3 ms [2021-11-17 11:38:17 main:574] : INFO : Epoch 1644 | loss: 0.0312396 | val_loss: 0.0312379 | Time: 15534.5 ms [2021-11-17 11:38:33 main:574] : INFO : Epoch 1645 | loss: 0.0312372 | val_loss: 0.0312351 | Time: 15410.6 ms [2021-11-17 11:38:49 main:574] : INFO : Epoch 1646 | loss: 0.0312347 | val_loss: 0.0312328 | Time: 15963.8 ms [2021-11-17 11:39:05 main:574] : INFO : Epoch 1647 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 15968.3 ms [2021-11-17 11:39:21 main:574] : INFO : Epoch 1648 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 15734.7 ms [2021-11-17 11:39:37 main:574] : INFO : Epoch 1649 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 16760 ms [2021-11-17 11:39:57 main:574] : INFO : Epoch 1650 | loss: 0.0312273 | val_loss: 0.0312256 | Time: 19150.7 ms [2021-11-17 11:40:13 main:574] : INFO : Epoch 1651 | loss: 0.0312253 | val_loss: 0.0312235 | Time: 16155.6 ms [2021-11-17 11:40:29 main:574] : INFO : Epoch 1652 | loss: 0.0312241 | val_loss: 0.0312215 | Time: 15678.7 ms [2021-11-17 11:40:44 main:574] : INFO : Epoch 1653 | loss: 0.031222 | val_loss: 0.0312197 | Time: 15657.1 ms [2021-11-17 11:41:00 main:574] : INFO : Epoch 1654 | loss: 0.0312201 | val_loss: 0.0312181 | Time: 15892.1 ms [2021-11-17 11:41:16 main:574] : INFO : Epoch 1655 | loss: 0.0312186 | val_loss: 0.0312167 | Time: 16010.8 ms [2021-11-17 11:41:33 main:574] : INFO : Epoch 1656 | loss: 0.0312171 | val_loss: 0.031215 | Time: 16749.3 ms [2021-11-17 11:41:49 main:574] : INFO : Epoch 1657 | loss: 0.0312154 | val_loss: 0.0312138 | Time: 15926.3 ms [2021-11-17 11:42:06 main:574] : INFO : Epoch 1658 | loss: 0.0312139 | val_loss: 0.0312118 | Time: 16836 ms [2021-11-17 11:42:25 main:574] : INFO : Epoch 1659 | loss: 0.0312127 | val_loss: 0.0312097 | Time: 19356.9 ms [2021-11-17 11:42:41 main:574] : INFO : Epoch 1660 | loss: 0.0312115 | val_loss: 0.0312085 | Time: 15979.5 ms [2021-11-17 11:42:57 main:574] : INFO : Epoch 1661 | loss: 0.0312093 | val_loss: 0.0312068 | Time: 15849.8 ms [2021-11-17 11:43:16 main:574] : INFO : Epoch 1662 | loss: 0.0312084 | val_loss: 0.0312053 | Time: 19101.3 ms [2021-11-17 11:43:32 main:574] : INFO : Epoch 1663 | loss: 0.0312064 | val_loss: 0.0312035 | Time: 16175.2 ms [2021-11-17 11:43:49 main:574] : INFO : Epoch 1664 | loss: 0.0312037 | val_loss: 0.0312011 | Time: 16138.8 ms [2021-11-17 11:44:05 main:574] : INFO : Epoch 1665 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 16218.6 ms [2021-11-17 11:44:21 main:574] : INFO : Epoch 1666 | loss: 0.0312022 | val_loss: 0.031201 | Time: 16178.9 ms [2021-11-17 11:44:38 main:574] : INFO : Epoch 1667 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 16621.8 ms [2021-11-17 11:44:57 main:574] : INFO : Epoch 1668 | loss: 0.0312018 | val_loss: 0.031202 | Time: 19396.2 ms [2021-11-17 11:45:13 main:574] : INFO : Epoch 1669 | loss: 0.0312002 | val_loss: 0.0311987 | Time: 16130.6 ms [2021-11-17 11:45:29 main:574] : INFO : Epoch 1670 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 15626.4 ms [2021-11-17 11:45:45 main:574] : INFO : Epoch 1671 | loss: 0.0311989 | val_loss: 0.0311976 | Time: 16269.6 ms [2021-11-17 11:46:01 main:574] : INFO : Epoch 1672 | loss: 0.0311989 | val_loss: 0.0311978 | Time: 15999.9 ms [2021-11-17 11:46:18 main:574] : INFO : Epoch 1673 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 16534.4 ms [2021-11-17 11:46:37 main:574] : INFO : Epoch 1674 | loss: 0.0311995 | val_loss: 0.0311985 | Time: 18490.9 ms [2021-11-17 11:46:53 main:574] : INFO : Epoch 1675 | loss: 0.0312002 | val_loss: 0.0312039 | Time: 16162.7 ms [2021-11-17 11:47:10 main:574] : INFO : Epoch 1676 | loss: 0.0312021 | val_loss: 0.0312017 | Time: 17326.6 ms [2021-11-17 11:47:29 main:574] : INFO : Epoch 1677 | loss: 0.0311984 | val_loss: 0.0311963 | Time: 18599.1 ms [2021-11-17 11:47:45 main:574] : INFO : Epoch 1678 | loss: 0.0311971 | val_loss: 0.0311962 | Time: 16059.1 ms [2021-11-17 11:48:01 main:574] : INFO : Epoch 1679 | loss: 0.0311977 | val_loss: 0.031197 | Time: 15866.4 ms [2021-11-17 11:48:17 main:574] : INFO : Epoch 1680 | loss: 0.031197 | val_loss: 0.0311959 | Time: 15828.8 ms [2021-11-17 11:48:33 main:574] : INFO : Epoch 1681 | loss: 0.031196 | val_loss: 0.0311961 | Time: 15913.2 ms [2021-11-17 11:48:49 main:574] : INFO : Epoch 1682 | loss: 0.0311967 | val_loss: 0.031198 | Time: 15900 ms [2021-11-17 11:49:04 main:574] : INFO : Epoch 1683 | loss: 0.0311982 | val_loss: 0.031201 | Time: 15741.5 ms [2021-11-17 11:49:20 main:574] : INFO : Epoch 1684 | loss: 0.0311993 | val_loss: 0.0311959 | Time: 16037 ms [2021-11-17 11:49:37 main:574] : INFO : Epoch 1685 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 16424 ms [2021-11-17 11:49:56 main:574] : INFO : Epoch 1686 | loss: 0.0311954 | val_loss: 0.0311955 | Time: 19379 ms [2021-11-17 11:50:13 main:574] : INFO : Epoch 1687 | loss: 0.0311957 | val_loss: 0.0311964 | Time: 16867.7 ms [2021-11-17 11:50:29 main:574] : INFO : Epoch 1688 | loss: 0.0311956 | val_loss: 0.0312002 | Time: 15520.7 ms [2021-11-17 11:50:44 main:574] : INFO : Epoch 1689 | loss: 0.0311976 | val_loss: 0.0311956 | Time: 15356.5 ms [2021-11-17 11:51:00 main:574] : INFO : Epoch 1690 | loss: 0.031196 | val_loss: 0.0311954 | Time: 15736.2 ms [2021-11-17 11:51:16 main:574] : INFO : Epoch 1691 | loss: 0.0311955 | val_loss: 0.0311953 | Time: 15777.2 ms [2021-11-17 11:51:32 main:574] : INFO : Epoch 1692 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 16186.7 ms [2021-11-17 11:51:48 main:574] : INFO : Epoch 1693 | loss: 0.0311956 | val_loss: 0.0311954 | Time: 16070.7 ms [2021-11-17 11:52:05 main:574] : INFO : Epoch 1694 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 16537.7 ms [2021-11-17 11:52:24 main:574] : INFO : Epoch 1695 | loss: 0.0311963 | val_loss: 0.0312027 | Time: 19061.9 ms [2021-11-17 11:52:41 main:574] : INFO : Epoch 1696 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 16560.2 ms [2021-11-17 11:52:56 main:574] : INFO : Epoch 1697 | loss: 0.031196 | val_loss: 0.0311995 | Time: 15645.4 ms [2021-11-17 11:53:12 main:574] : INFO : Epoch 1698 | loss: 0.031196 | val_loss: 0.0311958 | Time: 15463.2 ms [2021-11-17 11:53:28 main:574] : INFO : Epoch 1699 | loss: 0.0311968 | val_loss: 0.0312073 | Time: 15830.8 ms [2021-11-17 11:53:44 main:574] : INFO : Epoch 1700 | loss: 0.0311991 | val_loss: 0.0312031 | Time: 16229.4 ms [2021-11-17 11:54:00 main:574] : INFO : Epoch 1701 | loss: 0.0311961 | val_loss: 0.0311953 | Time: 15739.8 ms [2021-11-17 11:54:16 main:574] : INFO : Epoch 1702 | loss: 0.0311979 | val_loss: 0.0312 | Time: 16376.6 ms [2021-11-17 11:54:32 main:574] : INFO : Epoch 1703 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 16312.3 ms [2021-11-17 11:54:50 main:574] : INFO : Epoch 1704 | loss: 0.031196 | val_loss: 0.0311959 | Time: 17724.9 ms [2021-11-17 11:55:08 main:574] : INFO : Epoch 1705 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 17974.4 ms [2021-11-17 11:55:25 main:574] : INFO : Epoch 1706 | loss: 0.0311959 | val_loss: 0.0311993 | Time: 16306.5 ms [2021-11-17 11:55:41 main:574] : INFO : Epoch 1707 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 15911.5 ms [2021-11-17 11:55:57 main:574] : INFO : Epoch 1708 | loss: 0.031195 | val_loss: 0.0311955 | Time: 16026 ms [2021-11-17 11:56:13 main:574] : INFO : Epoch 1709 | loss: 0.0311953 | val_loss: 0.0311982 | Time: 16007.5 ms [2021-11-17 11:56:29 main:574] : INFO : Epoch 1710 | loss: 0.0311957 | val_loss: 0.0311963 | Time: 16488.7 ms [2021-11-17 11:56:45 main:574] : INFO : Epoch 1711 | loss: 0.0311988 | val_loss: 0.0311971 | Time: 15976.7 ms [2021-11-17 11:57:01 main:574] : INFO : Epoch 1712 | loss: 0.0311986 | val_loss: 0.0311973 | Time: 15735.6 ms [2021-11-17 11:57:17 main:574] : INFO : Epoch 1713 | loss: 0.0311986 | val_loss: 0.0311952 | Time: 15823.9 ms [2021-11-17 11:57:37 main:574] : INFO : Epoch 1714 | loss: 0.0311976 | val_loss: 0.0311949 | Time: 19829.8 ms [2021-11-17 11:57:53 main:574] : INFO : Epoch 1715 | loss: 0.0311969 | val_loss: 0.0312035 | Time: 16535.4 ms [2021-11-17 11:58:09 main:574] : INFO : Epoch 1716 | loss: 0.0311976 | val_loss: 0.0311946 | Time: 16017.5 ms [2021-11-17 11:58:25 main:574] : INFO : Epoch 1717 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 15952.4 ms [2021-11-17 11:58:41 main:574] : INFO : Epoch 1718 | loss: 0.0311944 | val_loss: 0.0311943 | Time: 15699.6 ms [2021-11-17 11:58:57 main:574] : INFO : Epoch 1719 | loss: 0.0311946 | val_loss: 0.0311944 | Time: 15788.1 ms [2021-11-17 11:59:13 main:574] : INFO : Epoch 1720 | loss: 0.0311943 | val_loss: 0.0311948 | Time: 16168.4 ms [2021-11-17 11:59:30 main:574] : INFO : Epoch 1721 | loss: 0.0311942 | val_loss: 0.0311959 | Time: 16368.8 ms [2021-11-17 11:59:46 main:574] : INFO : Epoch 1722 | loss: 0.0311954 | val_loss: 0.0311962 | Time: 16142.2 ms [2021-11-17 12:00:03 main:574] : INFO : Epoch 1723 | loss: 0.0311952 | val_loss: 0.0311943 | Time: 17362.5 ms [2021-11-17 12:00:22 main:574] : INFO : Epoch 1724 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 18962.6 ms [2021-11-17 12:00:38 main:574] : INFO : Epoch 1725 | loss: 0.0311944 | val_loss: 0.031196 | Time: 16180.2 ms [2021-11-17 12:00:54 main:574] : INFO : Epoch 1726 | loss: 0.0311946 | val_loss: 0.0311953 | Time: 15611.5 ms [2021-11-17 12:01:10 main:574] : INFO : Epoch 1727 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 15879.4 ms [2021-11-17 12:01:26 main:574] : INFO : Epoch 1728 | loss: 0.0311959 | val_loss: 0.0311956 | Time: 15968.7 ms [2021-11-17 12:01:42 main:574] : INFO : Epoch 1729 | loss: 0.0311964 | val_loss: 0.0311949 | Time: 16038.3 ms [2021-11-17 12:01:58 main:574] : INFO : Epoch 1730 | loss: 0.0311949 | val_loss: 0.0311963 | Time: 15953 ms [2021-11-17 12:02:14 main:574] : INFO : Epoch 1731 | loss: 0.0311951 | val_loss: 0.0311961 | Time: 16130.2 ms [2021-11-17 12:02:30 main:574] : INFO : Epoch 1732 | loss: 0.031197 | val_loss: 0.0311951 | Time: 16125.7 ms [2021-11-17 12:02:49 main:574] : INFO : Epoch 1733 | loss: 0.0311954 | val_loss: 0.0311956 | Time: 18336 ms [2021-11-17 12:03:08 main:574] : INFO : Epoch 1734 | loss: 0.0311944 | val_loss: 0.0311957 | Time: 19319.5 ms [2021-11-17 12:03:24 main:574] : INFO : Epoch 1735 | loss: 0.0311962 | val_loss: 0.0311956 | Time: 15698.5 ms [2021-11-17 12:03:40 main:574] : INFO : Epoch 1736 | loss: 0.0311975 | val_loss: 0.0312096 | Time: 15883.5 ms [2021-11-17 12:03:55 main:574] : INFO : Epoch 1737 | loss: 0.0311988 | val_loss: 0.0311946 | Time: 15490.1 ms [2021-11-17 12:04:11 main:574] : INFO : Epoch 1738 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 15822.1 ms [2021-11-17 12:04:27 main:574] : INFO : Epoch 1739 | loss: 0.031195 | val_loss: 0.031196 | Time: 15826.9 ms [2021-11-17 12:04:43 main:574] : INFO : Epoch 1740 | loss: 0.0311964 | val_loss: 0.0311965 | Time: 15957 ms [2021-11-17 12:04:59 main:574] : INFO : Epoch 1741 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 16302.4 ms [2021-11-17 12:05:17 main:574] : INFO : Epoch 1742 | loss: 0.0311939 | val_loss: 0.031194 | Time: 17238.4 ms [2021-11-17 12:05:33 main:574] : INFO : Epoch 1743 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 16072.9 ms [2021-11-17 12:05:52 main:574] : INFO : Epoch 1744 | loss: 0.0311952 | val_loss: 0.0311967 | Time: 19107.7 ms [2021-11-17 12:06:08 main:574] : INFO : Epoch 1745 | loss: 0.0311944 | val_loss: 0.0311943 | Time: 16437.7 ms [2021-11-17 12:06:24 main:574] : INFO : Epoch 1746 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 15966.9 ms [2021-11-17 12:06:40 main:574] : INFO : Epoch 1747 | loss: 0.0311947 | val_loss: 0.031194 | Time: 15930.5 ms [2021-11-17 12:06:56 main:574] : INFO : Epoch 1748 | loss: 0.0311951 | val_loss: 0.0311956 | Time: 15459.3 ms [2021-11-17 12:07:12 main:574] : INFO : Epoch 1749 | loss: 0.0311939 | val_loss: 0.0311961 | Time: 15775.9 ms [2021-11-17 12:07:28 main:574] : INFO : Epoch 1750 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 16053.6 ms [2021-11-17 12:07:44 main:574] : INFO : Epoch 1751 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 16092.8 ms [2021-11-17 12:08:00 main:574] : INFO : Epoch 1752 | loss: 0.0311944 | val_loss: 0.0311963 | Time: 16133.6 ms [2021-11-17 12:08:16 main:574] : INFO : Epoch 1753 | loss: 0.0311976 | val_loss: 0.031196 | Time: 16202.4 ms [2021-11-17 12:08:33 main:574] : INFO : Epoch 1754 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 16557.3 ms [2021-11-17 12:08:54 main:574] : INFO : Epoch 1755 | loss: 0.0311964 | val_loss: 0.0311954 | Time: 20730.7 ms [2021-11-17 12:09:10 main:574] : INFO : Epoch 1756 | loss: 0.0311943 | val_loss: 0.0311972 | Time: 15784.9 ms [2021-11-17 12:09:25 main:574] : INFO : Epoch 1757 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 15403.9 ms [2021-11-17 12:09:41 main:574] : INFO : Epoch 1758 | loss: 0.0311937 | val_loss: 0.0311987 | Time: 15684.2 ms [2021-11-17 12:09:56 main:574] : INFO : Epoch 1759 | loss: 0.0311974 | val_loss: 0.0311967 | Time: 15497.7 ms [2021-11-17 12:10:12 main:574] : INFO : Epoch 1760 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 15792.4 ms [2021-11-17 12:10:29 main:574] : INFO : Epoch 1761 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 16593.9 ms [2021-11-17 12:10:45 main:574] : INFO : Epoch 1762 | loss: 0.0311977 | val_loss: 0.031204 | Time: 16209.2 ms [2021-11-17 12:11:01 main:574] : INFO : Epoch 1763 | loss: 0.0311981 | val_loss: 0.0312002 | Time: 16205.8 ms [2021-11-17 12:11:20 main:574] : INFO : Epoch 1764 | loss: 0.0311985 | val_loss: 0.0312001 | Time: 18960.1 ms [2021-11-17 12:11:38 main:574] : INFO : Epoch 1765 | loss: 0.0311971 | val_loss: 0.0311963 | Time: 17787.3 ms [2021-11-17 12:11:54 main:574] : INFO : Epoch 1766 | loss: 0.0311954 | val_loss: 0.0311963 | Time: 15930 ms [2021-11-17 12:12:10 main:574] : INFO : Epoch 1767 | loss: 0.0311942 | val_loss: 0.0311954 | Time: 16005.7 ms [2021-11-17 12:12:26 main:574] : INFO : Epoch 1768 | loss: 0.031196 | val_loss: 0.0312 | Time: 16016.6 ms [2021-11-17 12:12:42 main:574] : INFO : Epoch 1769 | loss: 0.0311996 | val_loss: 0.031203 | Time: 15531 ms [2021-11-17 12:12:58 main:574] : INFO : Epoch 1770 | loss: 0.0312042 | val_loss: 0.0311954 | Time: 15834.5 ms [2021-11-17 12:13:13 main:574] : INFO : Epoch 1771 | loss: 0.0311987 | val_loss: 0.0311975 | Time: 15784.9 ms [2021-11-17 12:13:30 main:574] : INFO : Epoch 1772 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 16084.6 ms [2021-11-17 12:13:47 main:574] : INFO : Epoch 1773 | loss: 0.0311961 | val_loss: 0.0311967 | Time: 16952.4 ms [2021-11-17 12:14:06 main:574] : INFO : Epoch 1774 | loss: 0.0311968 | val_loss: 0.0312026 | Time: 19620.7 ms [2021-11-17 12:14:22 main:574] : INFO : Epoch 1775 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 15709.2 ms [2021-11-17 12:14:37 main:574] : INFO : Epoch 1776 | loss: 0.0311994 | val_loss: 0.0311943 | Time: 15520 ms [2021-11-17 12:14:53 main:574] : INFO : Epoch 1777 | loss: 0.0311992 | val_loss: 0.0311957 | Time: 15673.7 ms [2021-11-17 12:15:09 main:574] : INFO : Epoch 1778 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 15422.6 ms [2021-11-17 12:15:24 main:574] : INFO : Epoch 1779 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 15666.1 ms [2021-11-17 12:15:41 main:574] : INFO : Epoch 1780 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 16150.6 ms [2021-11-17 12:15:57 main:574] : INFO : Epoch 1781 | loss: 0.0311951 | val_loss: 0.0312226 | Time: 16466.4 ms [2021-11-17 12:16:13 main:574] : INFO : Epoch 1782 | loss: 0.031215 | val_loss: 0.0311963 | Time: 15862.7 ms [2021-11-17 12:16:31 main:574] : INFO : Epoch 1783 | loss: 0.0312029 | val_loss: 0.0311966 | Time: 17744.8 ms [2021-11-17 12:16:50 main:574] : INFO : Epoch 1784 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 18676.5 ms [2021-11-17 12:17:06 main:574] : INFO : Epoch 1785 | loss: 0.0311964 | val_loss: 0.0311978 | Time: 16008.7 ms [2021-11-17 12:17:22 main:574] : INFO : Epoch 1786 | loss: 0.0311989 | val_loss: 0.0312003 | Time: 16022.9 ms [2021-11-17 12:17:37 main:574] : INFO : Epoch 1787 | loss: 0.0311995 | val_loss: 0.0312034 | Time: 15413.6 ms [2021-11-17 12:17:53 main:574] : INFO : Epoch 1788 | loss: 0.0312 | val_loss: 0.0311968 | Time: 15439.1 ms [2021-11-17 12:18:08 main:574] : INFO : Epoch 1789 | loss: 0.0311991 | val_loss: 0.0311936 | Time: 15637.5 ms [2021-11-17 12:18:24 main:574] : INFO : Epoch 1790 | loss: 0.0312011 | val_loss: 0.0312005 | Time: 15791.2 ms [2021-11-17 12:18:40 main:574] : INFO : Epoch 1791 | loss: 0.0311956 | val_loss: 0.0311956 | Time: 16321 ms [2021-11-17 12:18:57 main:574] : INFO : Epoch 1792 | loss: 0.0311957 | val_loss: 0.0311948 | Time: 16099.3 ms [2021-11-17 12:19:13 main:574] : INFO : Epoch 1793 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 15950 ms [2021-11-17 12:19:32 main:574] : INFO : Epoch 1794 | loss: 0.0311955 | val_loss: 0.0311998 | Time: 19069.9 ms [2021-11-17 12:19:48 main:574] : INFO : Epoch 1795 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 16599 ms [2021-11-17 12:20:05 main:574] : INFO : Epoch 1796 | loss: 0.0311945 | val_loss: 0.0311983 | Time: 16689.2 ms [2021-11-17 12:20:21 main:574] : INFO : Epoch 1797 | loss: 0.0311939 | val_loss: 0.0311971 | Time: 15981.8 ms [2021-11-17 12:20:37 main:574] : INFO : Epoch 1798 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 15647.5 ms [2021-11-17 12:20:53 main:574] : INFO : Epoch 1799 | loss: 0.0311997 | val_loss: 0.0311954 | Time: 15962 ms [2021-11-17 12:21:09 main:574] : INFO : Epoch 1800 | loss: 0.0311973 | val_loss: 0.0311962 | Time: 15759.2 ms [2021-11-17 12:21:25 main:574] : INFO : Epoch 1801 | loss: 0.0311942 | val_loss: 0.0311956 | Time: 16200 ms [2021-11-17 12:21:41 main:574] : INFO : Epoch 1802 | loss: 0.0311938 | val_loss: 0.0311963 | Time: 16023.4 ms [2021-11-17 12:21:57 main:574] : INFO : Epoch 1803 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 15978.3 ms [2021-11-17 12:22:14 main:574] : INFO : Epoch 1804 | loss: 0.0311954 | val_loss: 0.031197 | Time: 17388.8 ms [2021-11-17 12:22:33 main:574] : INFO : Epoch 1805 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 18324.2 ms [2021-11-17 12:22:49 main:574] : INFO : Epoch 1806 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 15874.4 ms [2021-11-17 12:23:04 main:574] : INFO : Epoch 1807 | loss: 0.031199 | val_loss: 0.0312005 | Time: 15490.8 ms [2021-11-17 12:23:20 main:574] : INFO : Epoch 1808 | loss: 0.0311983 | val_loss: 0.0311959 | Time: 15668.3 ms [2021-11-17 12:23:36 main:574] : INFO : Epoch 1809 | loss: 0.031196 | val_loss: 0.0311953 | Time: 15587.6 ms [2021-11-17 12:23:51 main:574] : INFO : Epoch 1810 | loss: 0.0311944 | val_loss: 0.031204 | Time: 15718 ms [2021-11-17 12:24:07 main:574] : INFO : Epoch 1811 | loss: 0.0311962 | val_loss: 0.0311952 | Time: 15848 ms [2021-11-17 12:24:23 main:574] : INFO : Epoch 1812 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 15993.7 ms [2021-11-17 12:24:39 main:574] : INFO : Epoch 1813 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 16066.3 ms [2021-11-17 12:24:56 main:574] : INFO : Epoch 1814 | loss: 0.0311974 | val_loss: 0.0311956 | Time: 16212.6 ms [2021-11-17 12:25:13 main:574] : INFO : Epoch 1815 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 17189.9 ms [2021-11-17 12:25:32 main:574] : INFO : Epoch 1816 | loss: 0.0311945 | val_loss: 0.0312011 | Time: 18668.5 ms [2021-11-17 12:25:47 main:574] : INFO : Epoch 1817 | loss: 0.0311956 | val_loss: 0.031205 | Time: 15678.7 ms [2021-11-17 12:26:03 main:574] : INFO : Epoch 1818 | loss: 0.0312079 | val_loss: 0.0311971 | Time: 15708.9 ms [2021-11-17 12:26:19 main:574] : INFO : Epoch 1819 | loss: 0.031198 | val_loss: 0.0311962 | Time: 15598.3 ms [2021-11-17 12:26:34 main:574] : INFO : Epoch 1820 | loss: 0.0311955 | val_loss: 0.031204 | Time: 15300 ms [2021-11-17 12:26:50 main:574] : INFO : Epoch 1821 | loss: 0.031197 | val_loss: 0.0311968 | Time: 16064.5 ms [2021-11-17 12:27:06 main:574] : INFO : Epoch 1822 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 15995.7 ms [2021-11-17 12:27:22 main:574] : INFO : Epoch 1823 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 15861.6 ms [2021-11-17 12:27:38 main:574] : INFO : Epoch 1824 | loss: 0.0311959 | val_loss: 0.031198 | Time: 16166.3 ms [2021-11-17 12:27:54 main:574] : INFO : Epoch 1825 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 16169.8 ms [2021-11-17 12:28:13 main:574] : INFO : Epoch 1826 | loss: 0.0311977 | val_loss: 0.0311992 | Time: 18759.8 ms [2021-11-17 12:28:30 main:574] : INFO : Epoch 1827 | loss: 0.0311973 | val_loss: 0.0311965 | Time: 16347.6 ms [2021-11-17 12:28:45 main:574] : INFO : Epoch 1828 | loss: 0.0311975 | val_loss: 0.0311981 | Time: 15737.1 ms [2021-11-17 12:29:01 main:574] : INFO : Epoch 1829 | loss: 0.0311956 | val_loss: 0.0311991 | Time: 15977.5 ms [2021-11-17 12:29:17 main:574] : INFO : Epoch 1830 | loss: 0.0312012 | val_loss: 0.0311987 | Time: 15544.7 ms [2021-11-17 12:29:33 main:574] : INFO : Epoch 1831 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 16133.5 ms [2021-11-17 12:29:49 main:574] : INFO : Epoch 1832 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 15409.2 ms [2021-11-17 12:30:05 main:574] : INFO : Epoch 1833 | loss: 0.0312005 | val_loss: 0.0312107 | Time: 15919.9 ms [2021-11-17 12:30:20 main:574] : INFO : Epoch 1834 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 15802.4 ms [2021-11-17 12:30:37 main:574] : INFO : Epoch 1835 | loss: 0.0311949 | val_loss: 0.0311958 | Time: 16121.7 ms [2021-11-17 12:30:53 main:574] : INFO : Epoch 1836 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 16327.8 ms [2021-11-17 12:31:12 main:574] : INFO : Epoch 1837 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 18848.7 ms [2021-11-17 12:31:28 main:574] : INFO : Epoch 1838 | loss: 0.0311929 | val_loss: 0.0311945 | Time: 16430 ms [2021-11-17 12:31:44 main:574] : INFO : Epoch 1839 | loss: 0.0311946 | val_loss: 0.0311953 | Time: 15681.3 ms [2021-11-17 12:32:00 main:574] : INFO : Epoch 1840 | loss: 0.0311943 | val_loss: 0.031195 | Time: 16266.9 ms [2021-11-17 12:32:16 main:574] : INFO : Epoch 1841 | loss: 0.0311959 | val_loss: 0.031194 | Time: 15733.9 ms [2021-11-17 12:32:32 main:574] : INFO : Epoch 1842 | loss: 0.0311943 | val_loss: 0.031194 | Time: 15811.8 ms [2021-11-17 12:32:48 main:574] : INFO : Epoch 1843 | loss: 0.0311926 | val_loss: 0.0311947 | Time: 16109.4 ms [2021-11-17 12:33:04 main:574] : INFO : Epoch 1844 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 16238.6 ms [2021-11-17 12:33:21 main:574] : INFO : Epoch 1845 | loss: 0.0311953 | val_loss: 0.0311938 | Time: 16139.4 ms [2021-11-17 12:33:37 main:574] : INFO : Epoch 1846 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 15898.6 ms [2021-11-17 12:33:55 main:574] : INFO : Epoch 1847 | loss: 0.0311949 | val_loss: 0.031207 | Time: 18486.4 ms [2021-11-17 12:34:13 main:574] : INFO : Epoch 1848 | loss: 0.0311963 | val_loss: 0.0311945 | Time: 17411.4 ms [2021-11-17 12:34:29 main:574] : INFO : Epoch 1849 | loss: 0.0311967 | val_loss: 0.0311948 | Time: 15949 ms [2021-11-17 12:34:44 main:574] : INFO : Epoch 1850 | loss: 0.0311945 | val_loss: 0.0311958 | Time: 15586.8 ms [2021-11-17 12:35:00 main:574] : INFO : Epoch 1851 | loss: 0.0311956 | val_loss: 0.0311957 | Time: 15790.2 ms [2021-11-17 12:35:17 main:574] : INFO : Epoch 1852 | loss: 0.0311952 | val_loss: 0.0312002 | Time: 16547.6 ms [2021-11-17 12:35:33 main:574] : INFO : Epoch 1853 | loss: 0.0312013 | val_loss: 0.0311981 | Time: 16420.9 ms [2021-11-17 12:35:49 main:574] : INFO : Epoch 1854 | loss: 0.031194 | val_loss: 0.0311984 | Time: 15946.9 ms [2021-11-17 12:36:05 main:574] : INFO : Epoch 1855 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 15923.6 ms [2021-11-17 12:36:21 main:574] : INFO : Epoch 1856 | loss: 0.0311972 | val_loss: 0.0312025 | Time: 16032.8 ms [2021-11-17 12:36:37 main:574] : INFO : Epoch 1857 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 16182.2 ms [2021-11-17 12:36:56 main:574] : INFO : Epoch 1858 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 18416.7 ms [2021-11-17 12:37:14 main:574] : INFO : Epoch 1859 | loss: 0.0312026 | val_loss: 0.0312047 | Time: 17990.1 ms [2021-11-17 12:37:30 main:574] : INFO : Epoch 1860 | loss: 0.0311983 | val_loss: 0.0311973 | Time: 16251.9 ms [2021-11-17 12:37:46 main:574] : INFO : Epoch 1861 | loss: 0.0311946 | val_loss: 0.0311997 | Time: 16105.4 ms [2021-11-17 12:38:02 main:574] : INFO : Epoch 1862 | loss: 0.0312015 | val_loss: 0.0312118 | Time: 15772.3 ms [2021-11-17 12:38:18 main:574] : INFO : Epoch 1863 | loss: 0.0311998 | val_loss: 0.0311961 | Time: 15640.7 ms [2021-11-17 12:38:34 main:574] : INFO : Epoch 1864 | loss: 0.0311934 | val_loss: 0.031195 | Time: 15868.8 ms [2021-11-17 12:38:50 main:574] : INFO : Epoch 1865 | loss: 0.0311954 | val_loss: 0.0311988 | Time: 16418.9 ms [2021-11-17 12:39:07 main:574] : INFO : Epoch 1866 | loss: 0.0311933 | val_loss: 0.0311971 | Time: 16392.1 ms [2021-11-17 12:39:23 main:574] : INFO : Epoch 1867 | loss: 0.0311947 | val_loss: 0.0312006 | Time: 16671.6 ms [2021-11-17 12:39:41 main:574] : INFO : Epoch 1868 | loss: 0.0311977 | val_loss: 0.0311937 | Time: 17939.2 ms [2021-11-17 12:40:00 main:574] : INFO : Epoch 1869 | loss: 0.0311997 | val_loss: 0.0312019 | Time: 18826.2 ms [2021-11-17 12:40:16 main:574] : INFO : Epoch 1870 | loss: 0.0311958 | val_loss: 0.0311946 | Time: 16249.2 ms [2021-11-17 12:40:33 main:574] : INFO : Epoch 1871 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 16091.1 ms [2021-11-17 12:40:49 main:574] : INFO : Epoch 1872 | loss: 0.0311935 | val_loss: 0.0312043 | Time: 16240.7 ms [2021-11-17 12:41:05 main:574] : INFO : Epoch 1873 | loss: 0.0311948 | val_loss: 0.031194 | Time: 16390.4 ms [2021-11-17 12:41:22 main:574] : INFO : Epoch 1874 | loss: 0.0311926 | val_loss: 0.0311956 | Time: 16440.3 ms [2021-11-17 12:41:38 main:574] : INFO : Epoch 1875 | loss: 0.0311932 | val_loss: 0.031202 | Time: 16124 ms [2021-11-17 12:41:55 main:574] : INFO : Epoch 1876 | loss: 0.0311991 | val_loss: 0.0311955 | Time: 17010.5 ms [2021-11-17 12:42:16 main:574] : INFO : Epoch 1877 | loss: 0.0312008 | val_loss: 0.0311948 | Time: 20539.9 ms [2021-11-17 12:42:35 main:574] : INFO : Epoch 1878 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 19382.3 ms [2021-11-17 12:42:55 main:574] : INFO : Epoch 1879 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 19898.4 ms [2021-11-17 12:43:19 main:574] : INFO : Epoch 1880 | loss: 0.0311937 | val_loss: 0.0311926 | Time: 24367.5 ms [2021-11-17 12:43:40 main:574] : INFO : Epoch 1881 | loss: 0.0311947 | val_loss: 0.0311929 | Time: 20373.7 ms [2021-11-17 12:43:56 main:574] : INFO : Epoch 1882 | loss: 0.0311932 | val_loss: 0.0311941 | Time: 16300 ms [2021-11-17 12:44:12 main:574] : INFO : Epoch 1883 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 15969.9 ms [2021-11-17 12:44:28 main:574] : INFO : Epoch 1884 | loss: 0.0311952 | val_loss: 0.0312045 | Time: 16231.2 ms [2021-11-17 12:44:45 main:574] : INFO : Epoch 1885 | loss: 0.0311979 | val_loss: 0.0311978 | Time: 16937.5 ms [2021-11-17 12:45:05 main:574] : INFO : Epoch 1886 | loss: 0.0311941 | val_loss: 0.0311918 | Time: 19804 ms [2021-11-17 12:45:23 main:574] : INFO : Epoch 1887 | loss: 0.031195 | val_loss: 0.0311942 | Time: 18066.1 ms [2021-11-17 12:45:41 main:574] : INFO : Epoch 1888 | loss: 0.0311948 | val_loss: 0.0311983 | Time: 17404.3 ms [2021-11-17 12:45:57 main:574] : INFO : Epoch 1889 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 16249 ms [2021-11-17 12:46:13 main:574] : INFO : Epoch 1890 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 16159 ms [2021-11-17 12:46:33 main:574] : INFO : Epoch 1891 | loss: 0.0311958 | val_loss: 0.0312092 | Time: 19504.5 ms [2021-11-17 12:46:54 main:574] : INFO : Epoch 1892 | loss: 0.0311998 | val_loss: 0.0311935 | Time: 21174.5 ms [2021-11-17 12:47:10 main:574] : INFO : Epoch 1893 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 15914.2 ms [2021-11-17 12:47:26 main:574] : INFO : Epoch 1894 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 15946.9 ms [2021-11-17 12:47:42 main:574] : INFO : Epoch 1895 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 15899.2 ms [2021-11-17 12:47:58 main:574] : INFO : Epoch 1896 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 16194.9 ms [2021-11-17 12:48:15 main:574] : INFO : Epoch 1897 | loss: 0.0311974 | val_loss: 0.0311955 | Time: 16324.9 ms [2021-11-17 12:48:31 main:574] : INFO : Epoch 1898 | loss: 0.0311984 | val_loss: 0.0312049 | Time: 16707.8 ms [2021-11-17 12:48:48 main:574] : INFO : Epoch 1899 | loss: 0.031198 | val_loss: 0.0311945 | Time: 16226.3 ms [2021-11-17 12:49:04 main:574] : INFO : Epoch 1900 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 16621.3 ms [2021-11-17 12:49:22 main:574] : INFO : Epoch 1901 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 18061.7 ms [2021-11-17 12:49:41 main:574] : INFO : Epoch 1902 | loss: 0.0312029 | val_loss: 0.0311974 | Time: 18925.4 ms [2021-11-17 12:49:58 main:574] : INFO : Epoch 1903 | loss: 0.0311988 | val_loss: 0.0311988 | Time: 16551.1 ms [2021-11-17 12:50:15 main:574] : INFO : Epoch 1904 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 16816.5 ms [2021-11-17 12:50:31 main:574] : INFO : Epoch 1905 | loss: 0.031199 | val_loss: 0.0311962 | Time: 15878.6 ms [2021-11-17 12:50:46 main:574] : INFO : Epoch 1906 | loss: 0.0311935 | val_loss: 0.0312015 | Time: 15786.9 ms [2021-11-17 12:51:03 main:574] : INFO : Epoch 1907 | loss: 0.031194 | val_loss: 0.0311965 | Time: 16208.1 ms [2021-11-17 12:51:20 main:574] : INFO : Epoch 1908 | loss: 0.0312003 | val_loss: 0.0311967 | Time: 16878.5 ms [2021-11-17 12:51:36 main:574] : INFO : Epoch 1909 | loss: 0.031202 | val_loss: 0.031205 | Time: 16472.5 ms [2021-11-17 12:51:53 main:574] : INFO : Epoch 1910 | loss: 0.0312009 | val_loss: 0.031201 | Time: 16486.6 ms [2021-11-17 12:52:13 main:574] : INFO : Epoch 1911 | loss: 0.0311994 | val_loss: 0.0311953 | Time: 19892.5 ms [2021-11-17 12:52:33 main:574] : INFO : Epoch 1912 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 20441.5 ms [2021-11-17 12:52:54 main:574] : INFO : Epoch 1913 | loss: 0.0311938 | val_loss: 0.0311935 | Time: 20626 ms [2021-11-17 12:53:10 main:574] : INFO : Epoch 1914 | loss: 0.0311933 | val_loss: 0.031195 | Time: 16020 ms [2021-11-17 12:53:29 main:574] : INFO : Epoch 1915 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 18710.5 ms [2021-11-17 12:53:44 main:574] : INFO : Epoch 1916 | loss: 0.0311969 | val_loss: 0.0311944 | Time: 15638.3 ms [2021-11-17 12:54:00 main:574] : INFO : Epoch 1917 | loss: 0.0311938 | val_loss: 0.0311941 | Time: 15672.2 ms [2021-11-17 12:54:16 main:574] : INFO : Epoch 1918 | loss: 0.0311949 | val_loss: 0.0312004 | Time: 15506.4 ms [2021-11-17 12:54:31 main:574] : INFO : Epoch 1919 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 15481.7 ms [2021-11-17 12:54:47 main:574] : INFO : Epoch 1920 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 15654.2 ms [2021-11-17 12:55:03 main:574] : INFO : Epoch 1921 | loss: 0.031193 | val_loss: 0.0312044 | Time: 15743.5 ms [2021-11-17 12:55:18 main:574] : INFO : Epoch 1922 | loss: 0.0311956 | val_loss: 0.0311947 | Time: 15369.2 ms [2021-11-17 12:55:34 main:574] : INFO : Epoch 1923 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 15523.2 ms [2021-11-17 12:55:49 main:574] : INFO : Epoch 1924 | loss: 0.0311976 | val_loss: 0.0311988 | Time: 15500.7 ms [2021-11-17 12:56:05 main:574] : INFO : Epoch 1925 | loss: 0.0311934 | val_loss: 0.0312125 | Time: 15256.1 ms [2021-11-17 12:56:20 main:574] : INFO : Epoch 1926 | loss: 0.0312061 | val_loss: 0.0311983 | Time: 15362.3 ms [2021-11-17 12:56:36 main:574] : INFO : Epoch 1927 | loss: 0.0311999 | val_loss: 0.031195 | Time: 15832.9 ms [2021-11-17 12:56:52 main:574] : INFO : Epoch 1928 | loss: 0.0311948 | val_loss: 0.031201 | Time: 15812.2 ms [2021-11-17 12:57:07 main:574] : INFO : Epoch 1929 | loss: 0.0311964 | val_loss: 0.0311962 | Time: 15222 ms [2021-11-17 12:57:22 main:574] : INFO : Epoch 1930 | loss: 0.0311929 | val_loss: 0.0311959 | Time: 15498.8 ms [2021-11-17 12:57:38 main:574] : INFO : Epoch 1931 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 15620 ms [2021-11-17 12:57:54 main:574] : INFO : Epoch 1932 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 15582.8 ms [2021-11-17 12:58:09 main:574] : INFO : Epoch 1933 | loss: 0.0311954 | val_loss: 0.0311963 | Time: 15524.2 ms [2021-11-17 12:58:25 main:574] : INFO : Epoch 1934 | loss: 0.0311947 | val_loss: 0.0311945 | Time: 15526.3 ms [2021-11-17 12:58:41 main:574] : INFO : Epoch 1935 | loss: 0.031192 | val_loss: 0.0311946 | Time: 15894.8 ms [2021-11-17 12:58:56 main:574] : INFO : Epoch 1936 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 15425.2 ms [2021-11-17 12:59:12 main:574] : INFO : Epoch 1937 | loss: 0.0311976 | val_loss: 0.0311957 | Time: 15602.4 ms [2021-11-17 12:59:28 main:574] : INFO : Epoch 1938 | loss: 0.0311995 | val_loss: 0.0312158 | Time: 15641.6 ms [2021-11-17 12:59:43 main:574] : INFO : Epoch 1939 | loss: 0.0312072 | val_loss: 0.0312002 | Time: 15316.6 ms [2021-11-17 12:59:59 main:574] : INFO : Epoch 1940 | loss: 0.0312022 | val_loss: 0.0311942 | Time: 15748.9 ms [2021-11-17 13:00:16 main:574] : INFO : Epoch 1941 | loss: 0.031194 | val_loss: 0.0311954 | Time: 16938.2 ms [2021-11-17 13:00:34 main:574] : INFO : Epoch 1942 | loss: 0.0311952 | val_loss: 0.0311935 | Time: 18123.2 ms [2021-11-17 13:00:53 main:574] : INFO : Epoch 1943 | loss: 0.0311998 | val_loss: 0.0312135 | Time: 18893.6 ms [2021-11-17 13:01:12 main:574] : INFO : Epoch 1944 | loss: 0.0312044 | val_loss: 0.031197 | Time: 19128.4 ms [2021-11-17 13:01:31 main:574] : INFO : Epoch 1945 | loss: 0.0311956 | val_loss: 0.0311968 | Time: 18639.7 ms [2021-11-17 13:01:50 main:574] : INFO : Epoch 1946 | loss: 0.0311976 | val_loss: 0.0311972 | Time: 19235.8 ms [2021-11-17 13:02:09 main:574] : INFO : Epoch 1947 | loss: 0.0311945 | val_loss: 0.0311934 | Time: 19130.5 ms [2021-11-17 13:02:28 main:574] : INFO : Epoch 1948 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 18618.9 ms [2021-11-17 13:02:47 main:574] : INFO : Epoch 1949 | loss: 0.0311926 | val_loss: 0.031194 | Time: 18779.8 ms [2021-11-17 13:03:06 main:574] : INFO : Epoch 1950 | loss: 0.0311957 | val_loss: 0.0311996 | Time: 19082.1 ms [2021-11-17 13:03:26 main:574] : INFO : Epoch 1951 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 19989.2 ms [2021-11-17 13:03:45 main:574] : INFO : Epoch 1952 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 19311.6 ms [2021-11-17 13:04:05 main:574] : INFO : Epoch 1953 | loss: 0.0311959 | val_loss: 0.0311929 | Time: 19692.4 ms [2021-11-17 13:04:24 main:574] : INFO : Epoch 1954 | loss: 0.0311939 | val_loss: 0.0311922 | Time: 19092.6 ms [2021-11-17 13:04:44 main:574] : INFO : Epoch 1955 | loss: 0.0311932 | val_loss: 0.0311932 | Time: 19219.5 ms [2021-11-17 13:05:03 main:574] : INFO : Epoch 1956 | loss: 0.0311955 | val_loss: 0.0311996 | Time: 19832.1 ms [2021-11-17 13:05:23 main:574] : INFO : Epoch 1957 | loss: 0.031193 | val_loss: 0.0311925 | Time: 19715.2 ms [2021-11-17 13:05:42 main:574] : INFO : Epoch 1958 | loss: 0.0311968 | val_loss: 0.0311933 | Time: 18974.4 ms [2021-11-17 13:06:02 main:574] : INFO : Epoch 1959 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 19962.8 ms [2021-11-17 13:06:22 main:574] : INFO : Epoch 1960 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 20065.7 ms [2021-11-17 13:06:43 main:574] : INFO : Epoch 1961 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 20057.1 ms [2021-11-17 13:07:02 main:574] : INFO : Epoch 1962 | loss: 0.0311929 | val_loss: 0.0311924 | Time: 19741.1 ms [2021-11-17 13:07:23 main:574] : INFO : Epoch 1963 | loss: 0.0311947 | val_loss: 0.0311948 | Time: 20122.5 ms [2021-11-17 13:07:43 main:574] : INFO : Epoch 1964 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 19990.2 ms [2021-11-17 13:08:03 main:574] : INFO : Epoch 1965 | loss: 0.0311951 | val_loss: 0.0311954 | Time: 20123.3 ms [2021-11-17 13:08:22 main:574] : INFO : Epoch 1966 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 19565.3 ms [2021-11-17 13:08:42 main:574] : INFO : Epoch 1967 | loss: 0.0311932 | val_loss: 0.0311966 | Time: 19585.1 ms [2021-11-17 13:09:02 main:574] : INFO : Epoch 1968 | loss: 0.031194 | val_loss: 0.0311929 | Time: 19644.6 ms [2021-11-17 13:09:22 main:574] : INFO : Epoch 1969 | loss: 0.0311919 | val_loss: 0.0311965 | Time: 19912.9 ms [2021-11-17 13:09:41 main:574] : INFO : Epoch 1970 | loss: 0.0311931 | val_loss: 0.0311927 | Time: 19841.7 ms [2021-11-17 13:10:01 main:574] : INFO : Epoch 1971 | loss: 0.031193 | val_loss: 0.0311927 | Time: 19290.1 ms [2021-11-17 13:10:21 main:574] : INFO : Epoch 1972 | loss: 0.0311944 | val_loss: 0.0311942 | Time: 19806.7 ms [2021-11-17 13:10:40 main:574] : INFO : Epoch 1973 | loss: 0.031193 | val_loss: 0.0311948 | Time: 19594.8 ms [2021-11-17 13:11:01 main:574] : INFO : Epoch 1974 | loss: 0.0311984 | val_loss: 0.0312004 | Time: 20458.4 ms [2021-11-17 13:11:20 main:574] : INFO : Epoch 1975 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 18684.8 ms [2021-11-17 13:11:39 main:574] : INFO : Epoch 1976 | loss: 0.0311953 | val_loss: 0.0311919 | Time: 19192.1 ms [2021-11-17 13:11:58 main:574] : INFO : Epoch 1977 | loss: 0.031194 | val_loss: 0.0311923 | Time: 19618.6 ms [2021-11-17 13:12:18 main:574] : INFO : Epoch 1978 | loss: 0.0311933 | val_loss: 0.031192 | Time: 19429.7 ms [2021-11-17 13:12:37 main:574] : INFO : Epoch 1979 | loss: 0.0311945 | val_loss: 0.0311924 | Time: 19110.5 ms [2021-11-17 13:12:57 main:574] : INFO : Epoch 1980 | loss: 0.0311937 | val_loss: 0.0311973 | Time: 20003.2 ms [2021-11-17 13:13:17 main:574] : INFO : Epoch 1981 | loss: 0.0312025 | val_loss: 0.0311949 | Time: 19651.3 ms [2021-11-17 13:13:37 main:574] : INFO : Epoch 1982 | loss: 0.031206 | val_loss: 0.0311973 | Time: 19512.8 ms [2021-11-17 13:13:56 main:574] : INFO : Epoch 1983 | loss: 0.0311959 | val_loss: 0.0312087 | Time: 19494.3 ms [2021-11-17 13:14:15 main:574] : INFO : Epoch 1984 | loss: 0.0311959 | val_loss: 0.0311965 | Time: 18799.8 ms [2021-11-17 13:14:34 main:574] : INFO : Epoch 1985 | loss: 0.0311934 | val_loss: 0.0311919 | Time: 18640.9 ms [2021-11-17 13:14:54 main:574] : INFO : Epoch 1986 | loss: 0.0311983 | val_loss: 0.0311966 | Time: 19885 ms [2021-11-17 13:15:13 main:574] : INFO : Epoch 1987 | loss: 0.0311954 | val_loss: 0.031194 | Time: 19535 ms [2021-11-17 13:15:32 main:574] : INFO : Epoch 1988 | loss: 0.0311969 | val_loss: 0.0311938 | Time: 19088.5 ms [2021-11-17 13:15:51 main:574] : INFO : Epoch 1989 | loss: 0.0311927 | val_loss: 0.0311915 | Time: 18833.4 ms [2021-11-17 13:16:12 main:574] : INFO : Epoch 1990 | loss: 0.0311978 | val_loss: 0.0312019 | Time: 20250 ms [2021-11-17 13:16:30 main:574] : INFO : Epoch 1991 | loss: 0.0311961 | val_loss: 0.0311939 | Time: 18470.4 ms [2021-11-17 13:16:50 main:574] : INFO : Epoch 1992 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 19975.2 ms [2021-11-17 13:17:10 main:574] : INFO : Epoch 1993 | loss: 0.031194 | val_loss: 0.0311918 | Time: 19811 ms [2021-11-17 13:17:29 main:574] : INFO : Epoch 1994 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 18840 ms [2021-11-17 13:17:48 main:574] : INFO : Epoch 1995 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 19028.9 ms [2021-11-17 13:18:08 main:574] : INFO : Epoch 1996 | loss: 0.0311952 | val_loss: 0.0311963 | Time: 19826.2 ms [2021-11-17 13:18:28 main:574] : INFO : Epoch 1997 | loss: 0.0311954 | val_loss: 0.0312035 | Time: 20061.3 ms [2021-11-17 13:18:48 main:574] : INFO : Epoch 1998 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 19648.8 ms [2021-11-17 13:19:07 main:574] : INFO : Epoch 1999 | loss: 0.0311955 | val_loss: 0.0312017 | Time: 19391.5 ms [2021-11-17 13:19:27 main:574] : INFO : Epoch 2000 | loss: 0.0311949 | val_loss: 0.0311929 | Time: 19385.2 ms [2021-11-17 13:19:46 main:574] : INFO : Epoch 2001 | loss: 0.0311931 | val_loss: 0.0311955 | Time: 19686.3 ms [2021-11-17 13:20:08 main:574] : INFO : Epoch 2002 | loss: 0.0311936 | val_loss: 0.031193 | Time: 21201.8 ms [2021-11-17 13:20:28 main:574] : INFO : Epoch 2003 | loss: 0.031194 | val_loss: 0.0311955 | Time: 19956.9 ms [2021-11-17 13:20:48 main:574] : INFO : Epoch 2004 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 20577.4 ms [2021-11-17 13:21:08 main:574] : INFO : Epoch 2005 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 19377.8 ms [2021-11-17 13:21:28 main:574] : INFO : Epoch 2006 | loss: 0.0311926 | val_loss: 0.0312027 | Time: 20113.5 ms [2021-11-17 13:21:48 main:574] : INFO : Epoch 2007 | loss: 0.0311989 | val_loss: 0.0311943 | Time: 19639.1 ms [2021-11-17 13:22:06 main:574] : INFO : Epoch 2008 | loss: 0.0311965 | val_loss: 0.031194 | Time: 18836.3 ms [2021-11-17 13:22:25 main:574] : INFO : Epoch 2009 | loss: 0.0311929 | val_loss: 0.0311945 | Time: 18569.8 ms [2021-11-17 13:22:45 main:574] : INFO : Epoch 2010 | loss: 0.0311937 | val_loss: 0.0311983 | Time: 20289.7 ms [2021-11-17 13:23:05 main:574] : INFO : Epoch 2011 | loss: 0.0311935 | val_loss: 0.0311949 | Time: 19339.3 ms [2021-11-17 13:23:24 main:574] : INFO : Epoch 2012 | loss: 0.0311942 | val_loss: 0.0311931 | Time: 19582.7 ms [2021-11-17 13:23:44 main:574] : INFO : Epoch 2013 | loss: 0.0311923 | val_loss: 0.0311914 | Time: 19467.9 ms [2021-11-17 13:24:03 main:574] : INFO : Epoch 2014 | loss: 0.0311925 | val_loss: 0.0311997 | Time: 19245.8 ms [2021-11-17 13:24:23 main:574] : INFO : Epoch 2015 | loss: 0.0312093 | val_loss: 0.0312011 | Time: 20118 ms [2021-11-17 13:24:43 main:574] : INFO : Epoch 2016 | loss: 0.0312004 | val_loss: 0.0311953 | Time: 20052 ms [2021-11-17 13:25:03 main:574] : INFO : Epoch 2017 | loss: 0.031195 | val_loss: 0.0311927 | Time: 19033 ms [2021-11-17 13:25:22 main:574] : INFO : Epoch 2018 | loss: 0.0311916 | val_loss: 0.0311921 | Time: 19487.2 ms [2021-11-17 13:25:41 main:574] : INFO : Epoch 2019 | loss: 0.0311926 | val_loss: 0.0311928 | Time: 19160.5 ms [2021-11-17 13:26:01 main:574] : INFO : Epoch 2020 | loss: 0.031195 | val_loss: 0.0311937 | Time: 19579.3 ms [2021-11-17 13:26:19 main:574] : INFO : Epoch 2021 | loss: 0.0311939 | val_loss: 0.0311901 | Time: 18550.2 ms [2021-11-17 13:26:39 main:574] : INFO : Epoch 2022 | loss: 0.0311913 | val_loss: 0.031191 | Time: 19275.9 ms [2021-11-17 13:26:58 main:574] : INFO : Epoch 2023 | loss: 0.0311917 | val_loss: 0.0311903 | Time: 19108 ms [2021-11-17 13:27:18 main:574] : INFO : Epoch 2024 | loss: 0.0311916 | val_loss: 0.031191 | Time: 20173.1 ms [2021-11-17 13:27:38 main:574] : INFO : Epoch 2025 | loss: 0.0311981 | val_loss: 0.0311921 | Time: 19339.9 ms [2021-11-17 13:27:56 main:574] : INFO : Epoch 2026 | loss: 0.0311948 | val_loss: 0.0311924 | Time: 18678.6 ms [2021-11-17 13:28:16 main:574] : INFO : Epoch 2027 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 20106.5 ms [2021-11-17 13:28:36 main:574] : INFO : Epoch 2028 | loss: 0.0311951 | val_loss: 0.0312094 | Time: 19142.7 ms [2021-11-17 13:28:55 main:574] : INFO : Epoch 2029 | loss: 0.0311975 | val_loss: 0.0311933 | Time: 19608.7 ms [2021-11-17 13:29:15 main:574] : INFO : Epoch 2030 | loss: 0.0311952 | val_loss: 0.0312018 | Time: 19864.1 ms [2021-11-17 13:29:35 main:574] : INFO : Epoch 2031 | loss: 0.0311936 | val_loss: 0.0311901 | Time: 19408.8 ms [2021-11-17 13:29:54 main:574] : INFO : Epoch 2032 | loss: 0.0311915 | val_loss: 0.0311898 | Time: 19012.3 ms [2021-11-17 13:30:13 main:574] : INFO : Epoch 2033 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 18921.7 ms [2021-11-17 13:30:31 main:574] : INFO : Epoch 2034 | loss: 0.031192 | val_loss: 0.0311945 | Time: 18560.6 ms [2021-11-17 13:30:51 main:574] : INFO : Epoch 2035 | loss: 0.0311957 | val_loss: 0.0312016 | Time: 19229.8 ms [2021-11-17 13:31:10 main:574] : INFO : Epoch 2036 | loss: 0.0312001 | val_loss: 0.031194 | Time: 19138.6 ms [2021-11-17 13:31:29 main:574] : INFO : Epoch 2037 | loss: 0.0311967 | val_loss: 0.0311935 | Time: 19577.5 ms [2021-11-17 13:31:48 main:574] : INFO : Epoch 2038 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 18983.1 ms [2021-11-17 13:32:08 main:574] : INFO : Epoch 2039 | loss: 0.0311926 | val_loss: 0.031204 | Time: 19550.3 ms [2021-11-17 13:32:27 main:574] : INFO : Epoch 2040 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 18824.8 ms [2021-11-17 13:32:46 main:574] : INFO : Epoch 2041 | loss: 0.0311935 | val_loss: 0.0311926 | Time: 19326.1 ms [2021-11-17 13:33:06 main:574] : INFO : Epoch 2042 | loss: 0.0311915 | val_loss: 0.0311903 | Time: 19432 ms [2021-11-17 13:33:24 main:574] : INFO : Epoch 2043 | loss: 0.0311969 | val_loss: 0.031193 | Time: 18567.9 ms [2021-11-17 13:33:44 main:574] : INFO : Epoch 2044 | loss: 0.0311927 | val_loss: 0.031196 | Time: 19362.3 ms [2021-11-17 13:34:03 main:574] : INFO : Epoch 2045 | loss: 0.031192 | val_loss: 0.0311904 | Time: 19347.2 ms [2021-11-17 13:34:22 main:574] : INFO : Epoch 2046 | loss: 0.0311903 | val_loss: 0.0311903 | Time: 18491.4 ms [2021-11-17 13:34:40 main:574] : INFO : Epoch 2047 | loss: 0.0311931 | val_loss: 0.0311912 | Time: 18474.1 ms [2021-11-17 13:34:59 main:574] : INFO : Epoch 2048 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 19204.3 ms [2021-11-17 13:35:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311913 [2021-11-17 13:35:00 main:603] : INFO : Saving end state to config to file [2021-11-17 13:35:00 main:608] : INFO : Success, exiting.. 13:35:00 (16984): 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)