Task 14624734
| Name | ParityModified-1647043807-12377-3-0_0 |
| Workunit | 11639734 |
| Created | 19 Apr 2022, 9:49:28 UTC |
| Sent | 19 Apr 2022, 9:49:45 UTC |
| Report deadline | 27 Apr 2022, 9:49:45 UTC |
| Received | 28 Apr 2022, 9:36:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5849 |
| Run time | 6 hours 58 min 10 sec |
| CPU time | 6 hours 49 min 5 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 17,054.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.87 GB |
| Peak swap size | 4.77 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 7334.7 ms [2022-04-28 03:33:29 main:574] : INFO : Epoch 1543 | loss: 0.0311795 | val_loss: 0.031187 | Time: 7564.97 ms [2022-04-28 03:33:37 main:574] : INFO : Epoch 1544 | loss: 0.0311788 | val_loss: 0.0311888 | Time: 7721.58 ms [2022-04-28 03:33:44 main:574] : INFO : Epoch 1545 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 7491.62 ms [2022-04-28 03:33:52 main:574] : INFO : Epoch 1546 | loss: 0.031176 | val_loss: 0.0311872 | Time: 7398.28 ms [2022-04-28 03:33:59 main:574] : INFO : Epoch 1547 | loss: 0.031176 | val_loss: 0.0311869 | Time: 7208.36 ms [2022-04-28 03:34:07 main:574] : INFO : Epoch 1548 | loss: 0.0311763 | val_loss: 0.0311854 | Time: 7539.95 ms [2022-04-28 03:34:14 main:574] : INFO : Epoch 1549 | loss: 0.0311765 | val_loss: 0.0311903 | Time: 7352.03 ms [2022-04-28 03:34:22 main:574] : INFO : Epoch 1550 | loss: 0.0311786 | val_loss: 0.0311894 | Time: 7641.44 ms [2022-04-28 03:34:29 main:574] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 7569.74 ms [2022-04-28 03:34:36 main:574] : INFO : Epoch 1552 | loss: 0.031177 | val_loss: 0.0311848 | Time: 7070.49 ms [2022-04-28 03:34:44 main:574] : INFO : Epoch 1553 | loss: 0.0311777 | val_loss: 0.0311855 | Time: 7360.69 ms [2022-04-28 03:34:51 main:574] : INFO : Epoch 1554 | loss: 0.0311769 | val_loss: 0.031186 | Time: 7421.68 ms [2022-04-28 03:34:58 main:574] : INFO : Epoch 1555 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 7425.88 ms [2022-04-28 03:35:06 main:574] : INFO : Epoch 1556 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 7417.81 ms [2022-04-28 03:35:13 main:574] : INFO : Epoch 1557 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 7512.02 ms [2022-04-28 03:35:21 main:574] : INFO : Epoch 1558 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 7478.76 ms [2022-04-28 03:35:28 main:574] : INFO : Epoch 1559 | loss: 0.0311742 | val_loss: 0.0311841 | Time: 7089.71 ms [2022-04-28 03:35:35 main:574] : INFO : Epoch 1560 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 7051.02 ms [2022-04-28 03:35:42 main:574] : INFO : Epoch 1561 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 6940.57 ms [2022-04-28 03:35:49 main:574] : INFO : Epoch 1562 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 7517.44 ms [2022-04-28 03:35:57 main:574] : INFO : Epoch 1563 | loss: 0.0311742 | val_loss: 0.031184 | Time: 7766.54 ms [2022-04-28 03:36:05 main:574] : INFO : Epoch 1564 | loss: 0.031173 | val_loss: 0.0311825 | Time: 7566.49 ms [2022-04-28 03:36:12 main:574] : INFO : Epoch 1565 | loss: 0.0311737 | val_loss: 0.0311826 | Time: 7265.07 ms [2022-04-28 03:36:20 main:574] : INFO : Epoch 1566 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 7514.63 ms [2022-04-28 03:36:27 main:574] : INFO : Epoch 1567 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 7411.06 ms [2022-04-28 03:36:34 main:574] : INFO : Epoch 1568 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 7474.89 ms [2022-04-28 03:36:42 main:574] : INFO : Epoch 1569 | loss: 0.0311734 | val_loss: 0.0311828 | Time: 7631.07 ms [2022-04-28 03:36:50 main:574] : INFO : Epoch 1570 | loss: 0.0311732 | val_loss: 0.0311854 | Time: 7582.74 ms [2022-04-28 03:36:57 main:574] : INFO : Epoch 1571 | loss: 0.0311734 | val_loss: 0.031183 | Time: 7619.22 ms [2022-04-28 03:37:05 main:574] : INFO : Epoch 1572 | loss: 0.0311723 | val_loss: 0.0311849 | Time: 7409.01 ms [2022-04-28 03:37:12 main:574] : INFO : Epoch 1573 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 7335.62 ms [2022-04-28 03:37:19 main:574] : INFO : Epoch 1574 | loss: 0.0311742 | val_loss: 0.0311852 | Time: 7325.05 ms [2022-04-28 03:37:27 main:574] : INFO : Epoch 1575 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 7501.78 ms [2022-04-28 03:37:34 main:574] : INFO : Epoch 1576 | loss: 0.0311726 | val_loss: 0.0311847 | Time: 7519.99 ms [2022-04-28 03:37:42 main:574] : INFO : Epoch 1577 | loss: 0.0311743 | val_loss: 0.031185 | Time: 7656.25 ms [2022-04-28 03:37:50 main:574] : INFO : Epoch 1578 | loss: 0.0311734 | val_loss: 0.0311865 | Time: 7596.48 ms [2022-04-28 03:37:57 main:574] : INFO : Epoch 1579 | loss: 0.0311745 | val_loss: 0.0311863 | Time: 7384.21 ms [2022-04-28 03:38:04 main:574] : INFO : Epoch 1580 | loss: 0.0311749 | val_loss: 0.031183 | Time: 7230.62 ms [2022-04-28 03:38:12 main:574] : INFO : Epoch 1581 | loss: 0.0311763 | val_loss: 0.0311863 | Time: 7491.1 ms [2022-04-28 03:38:19 main:574] : INFO : Epoch 1582 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 7398.79 ms [2022-04-28 03:38:27 main:574] : INFO : Epoch 1583 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 7463.6 ms [2022-04-28 03:38:34 main:574] : INFO : Epoch 1584 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 7680.34 ms [2022-04-28 03:38:42 main:574] : INFO : Epoch 1585 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 7459.95 ms [2022-04-28 03:38:49 main:574] : INFO : Epoch 1586 | loss: 0.0311729 | val_loss: 0.0311875 | Time: 7493.28 ms [2022-04-28 03:38:57 main:574] : INFO : Epoch 1587 | loss: 0.0311736 | val_loss: 0.0311849 | Time: 7606.44 ms [2022-04-28 03:39:04 main:574] : INFO : Epoch 1588 | loss: 0.0311804 | val_loss: 0.031184 | Time: 7281.79 ms [2022-04-28 03:39:12 main:574] : INFO : Epoch 1589 | loss: 0.0311829 | val_loss: 0.0311845 | Time: 7375.67 ms [2022-04-28 03:39:19 main:574] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 7406.13 ms [2022-04-28 03:39:27 main:574] : INFO : Epoch 1591 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 7669.84 ms [2022-04-28 03:39:34 main:574] : INFO : Epoch 1592 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 7650.75 ms [2022-04-28 03:39:42 main:574] : INFO : Epoch 1593 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 7683.96 ms [2022-04-28 03:39:49 main:574] : INFO : Epoch 1594 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 7270.48 ms [2022-04-28 03:39:57 main:574] : INFO : Epoch 1595 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 7363.12 ms [2022-04-28 03:40:04 main:574] : INFO : Epoch 1596 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 7494.58 ms [2022-04-28 03:40:11 main:574] : INFO : Epoch 1597 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 7265.61 ms [2022-04-28 03:40:19 main:574] : INFO : Epoch 1598 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 7569.36 ms [2022-04-28 03:40:27 main:574] : INFO : Epoch 1599 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 7562.72 ms [2022-04-28 03:40:34 main:574] : INFO : Epoch 1600 | loss: 0.0311775 | val_loss: 0.0311865 | Time: 7662.17 ms [2022-04-28 03:40:42 main:574] : INFO : Epoch 1601 | loss: 0.03118 | val_loss: 0.0311837 | Time: 7361.73 ms [2022-04-28 03:40:49 main:574] : INFO : Epoch 1602 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 7268.47 ms [2022-04-28 03:40:56 main:574] : INFO : Epoch 1603 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 7443.84 ms [2022-04-28 03:41:04 main:574] : INFO : Epoch 1604 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 7633.28 ms [2022-04-28 03:41:11 main:574] : INFO : Epoch 1605 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 7425.13 ms [2022-04-28 03:41:19 main:574] : INFO : Epoch 1606 | loss: 0.0311773 | val_loss: 0.0311857 | Time: 7609.3 ms [2022-04-28 03:41:27 main:574] : INFO : Epoch 1607 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 7550.36 ms [2022-04-28 03:41:34 main:574] : INFO : Epoch 1608 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 7823.29 ms [2022-04-28 03:41:42 main:574] : INFO : Epoch 1609 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 7298.88 ms [2022-04-28 03:41:49 main:574] : INFO : Epoch 1610 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 7532.82 ms [2022-04-28 03:41:57 main:574] : INFO : Epoch 1611 | loss: 0.0311754 | val_loss: 0.031187 | Time: 7361.42 ms [2022-04-28 03:42:04 main:574] : INFO : Epoch 1612 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 7397.81 ms [2022-04-28 03:42:12 main:574] : INFO : Epoch 1613 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 7511.25 ms [2022-04-28 03:42:19 main:574] : INFO : Epoch 1614 | loss: 0.031177 | val_loss: 0.031186 | Time: 7715.67 ms [2022-04-28 03:42:27 main:574] : INFO : Epoch 1615 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 7537.31 ms [2022-04-28 03:42:34 main:574] : INFO : Epoch 1616 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 7471.84 ms [2022-04-28 03:42:42 main:574] : INFO : Epoch 1617 | loss: 0.0311794 | val_loss: 0.0311855 | Time: 7263.7 ms [2022-04-28 03:42:49 main:574] : INFO : Epoch 1618 | loss: 0.0311779 | val_loss: 0.031185 | Time: 7368.88 ms [2022-04-28 03:42:56 main:574] : INFO : Epoch 1619 | loss: 0.031177 | val_loss: 0.0311847 | Time: 7459.51 ms [2022-04-28 03:43:04 main:574] : INFO : Epoch 1620 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 7322.95 ms [2022-04-28 03:43:11 main:574] : INFO : Epoch 1621 | loss: 0.0311769 | val_loss: 0.0311843 | Time: 7499 ms [2022-04-28 03:43:18 main:574] : INFO : Epoch 1622 | loss: 0.0311759 | val_loss: 0.0311862 | Time: 7147.36 ms [2022-04-28 03:43:26 main:574] : INFO : Epoch 1623 | loss: 0.0311754 | val_loss: 0.0311851 | Time: 7298.8 ms [2022-04-28 03:43:33 main:574] : INFO : Epoch 1624 | loss: 0.0311748 | val_loss: 0.031185 | Time: 7264.57 ms [2022-04-28 03:43:40 main:574] : INFO : Epoch 1625 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 7346.82 ms [2022-04-28 03:43:48 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 7337.05 ms [2022-04-28 03:43:55 main:574] : INFO : Epoch 1627 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 7514.95 ms [2022-04-28 03:44:02 main:574] : INFO : Epoch 1628 | loss: 0.0311751 | val_loss: 0.0311846 | Time: 7109.26 ms [2022-04-28 03:44:09 main:574] : INFO : Epoch 1629 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 6999.83 ms [2022-04-28 03:44:16 main:574] : INFO : Epoch 1630 | loss: 0.0311772 | val_loss: 0.031185 | Time: 7204.95 ms [2022-04-28 03:44:24 main:574] : INFO : Epoch 1631 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 7294.19 ms [2022-04-28 03:44:31 main:574] : INFO : Epoch 1632 | loss: 0.031174 | val_loss: 0.0311844 | Time: 7540.32 ms [2022-04-28 03:44:39 main:574] : INFO : Epoch 1633 | loss: 0.031174 | val_loss: 0.0311844 | Time: 7284.75 ms [2022-04-28 03:44:46 main:574] : INFO : Epoch 1634 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 7382.21 ms [2022-04-28 03:44:54 main:574] : INFO : Epoch 1635 | loss: 0.0311735 | val_loss: 0.0311865 | Time: 7530.53 ms [2022-04-28 03:45:01 main:574] : INFO : Epoch 1636 | loss: 0.0311746 | val_loss: 0.0311867 | Time: 7747.78 ms [2022-04-28 03:45:09 main:574] : INFO : Epoch 1637 | loss: 0.0311742 | val_loss: 0.031186 | Time: 7420.71 ms [2022-04-28 03:45:16 main:574] : INFO : Epoch 1638 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 7418.28 ms [2022-04-28 03:45:24 main:574] : INFO : Epoch 1639 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 7747.55 ms [2022-04-28 03:45:31 main:574] : INFO : Epoch 1640 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 7592.07 ms [2022-04-28 03:45:39 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311838 | Time: 7333.42 ms [2022-04-28 03:45:46 main:574] : INFO : Epoch 1642 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 7166.03 ms [2022-04-28 03:45:53 main:574] : INFO : Epoch 1643 | loss: 0.0311727 | val_loss: 0.0311854 | Time: 7307.91 ms [2022-04-28 03:46:01 main:574] : INFO : Epoch 1644 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 7405.81 ms [2022-04-28 03:46:08 main:574] : INFO : Epoch 1645 | loss: 0.0311726 | val_loss: 0.0311843 | Time: 7452.09 ms [2022-04-28 03:46:16 main:574] : INFO : Epoch 1646 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 7751.38 ms [2022-04-28 03:46:23 main:574] : INFO : Epoch 1647 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 7538.99 ms [2022-04-28 03:46:31 main:574] : INFO : Epoch 1648 | loss: 0.031174 | val_loss: 0.0311851 | Time: 7164.44 ms [2022-04-28 03:46:38 main:574] : INFO : Epoch 1649 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 7186.47 ms [2022-04-28 03:46:45 main:574] : INFO : Epoch 1650 | loss: 0.0311731 | val_loss: 0.0311848 | Time: 7275.81 ms [2022-04-28 03:46:53 main:574] : INFO : Epoch 1651 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 7379.62 ms [2022-04-28 03:47:00 main:574] : INFO : Epoch 1652 | loss: 0.0311927 | val_loss: 0.0312123 | Time: 7619.61 ms [2022-04-28 03:47:08 main:574] : INFO : Epoch 1653 | loss: 0.0311919 | val_loss: 0.0311868 | Time: 7649.57 ms [2022-04-28 03:47:15 main:574] : INFO : Epoch 1654 | loss: 0.0311816 | val_loss: 0.031185 | Time: 7321.99 ms [2022-04-28 03:47:22 main:574] : INFO : Epoch 1655 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 7373.86 ms [2022-04-28 03:47:30 main:574] : INFO : Epoch 1656 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 7399.83 ms [2022-04-28 03:47:37 main:574] : INFO : Epoch 1657 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 7464.09 ms [2022-04-28 03:47:45 main:574] : INFO : Epoch 1658 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 7280.06 ms [2022-04-28 03:47:52 main:574] : INFO : Epoch 1659 | loss: 0.0311764 | val_loss: 0.031183 | Time: 7610.32 ms [2022-04-28 03:48:00 main:574] : INFO : Epoch 1660 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 7760.84 ms [2022-04-28 03:48:07 main:574] : INFO : Epoch 1661 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 7296.95 ms [2022-04-28 03:48:15 main:574] : INFO : Epoch 1662 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 7447.32 ms [2022-04-28 03:48:22 main:574] : INFO : Epoch 1663 | loss: 0.0311753 | val_loss: 0.0311839 | Time: 7355.57 ms [2022-04-28 03:48:30 main:574] : INFO : Epoch 1664 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 7497.97 ms [2022-04-28 03:48:37 main:574] : INFO : Epoch 1665 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 7283.17 ms [2022-04-28 03:48:44 main:574] : INFO : Epoch 1666 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 7531.68 ms [2022-04-28 03:48:52 main:574] : INFO : Epoch 1667 | loss: 0.0311746 | val_loss: 0.0311923 | Time: 7461.38 ms [2022-04-28 03:48:59 main:574] : INFO : Epoch 1668 | loss: 0.0311739 | val_loss: 0.0311877 | Time: 7377.33 ms [2022-04-28 03:49:07 main:574] : INFO : Epoch 1669 | loss: 0.0311725 | val_loss: 0.0311863 | Time: 7274.54 ms [2022-04-28 03:49:14 main:574] : INFO : Epoch 1670 | loss: 0.0311736 | val_loss: 0.0311874 | Time: 7347.33 ms [2022-04-28 03:49:21 main:574] : INFO : Epoch 1671 | loss: 0.0311726 | val_loss: 0.0311868 | Time: 7456.16 ms [2022-04-28 03:49:29 main:574] : INFO : Epoch 1672 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 7467.69 ms [2022-04-28 03:49:37 main:574] : INFO : Epoch 1673 | loss: 0.0311753 | val_loss: 0.0311851 | Time: 7672.58 ms [2022-04-28 03:49:44 main:574] : INFO : Epoch 1674 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 7776.89 ms [2022-04-28 03:49:52 main:574] : INFO : Epoch 1675 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 7322.36 ms [2022-04-28 03:49:59 main:574] : INFO : Epoch 1676 | loss: 0.0311737 | val_loss: 0.0311858 | Time: 7440.99 ms [2022-04-28 03:50:07 main:574] : INFO : Epoch 1677 | loss: 0.0311736 | val_loss: 0.0311882 | Time: 7495.75 ms [2022-04-28 03:50:14 main:574] : INFO : Epoch 1678 | loss: 0.0311743 | val_loss: 0.0311844 | Time: 7467.58 ms [2022-04-28 03:50:21 main:574] : INFO : Epoch 1679 | loss: 0.0311741 | val_loss: 0.0311836 | Time: 7344.46 ms [2022-04-28 03:50:29 main:574] : INFO : Epoch 1680 | loss: 0.0311732 | val_loss: 0.031185 | Time: 7854.46 ms [2022-04-28 03:50:37 main:574] : INFO : Epoch 1681 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 7721.96 ms [2022-04-28 03:50:45 main:574] : INFO : Epoch 1682 | loss: 0.031173 | val_loss: 0.0311862 | Time: 7679.72 ms [2022-04-28 03:50:52 main:574] : INFO : Epoch 1683 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 7556.82 ms [2022-04-28 03:51:00 main:574] : INFO : Epoch 1684 | loss: 0.031171 | val_loss: 0.0311851 | Time: 7649.08 ms [2022-04-28 03:51:07 main:574] : INFO : Epoch 1685 | loss: 0.0311711 | val_loss: 0.0311852 | Time: 7233.77 ms [2022-04-28 03:51:15 main:574] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311871 | Time: 7387.9 ms [2022-04-28 03:51:22 main:574] : INFO : Epoch 1687 | loss: 0.0311708 | val_loss: 0.0311858 | Time: 7472.56 ms [2022-04-28 03:51:30 main:574] : INFO : Epoch 1688 | loss: 0.0311706 | val_loss: 0.0311855 | Time: 7589.38 ms [2022-04-28 03:51:38 main:574] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311864 | Time: 7905.77 ms [2022-04-28 03:51:45 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.0311849 | Time: 7762.99 ms [2022-04-28 03:51:53 main:574] : INFO : Epoch 1691 | loss: 0.0311715 | val_loss: 0.0311859 | Time: 7725.74 ms [2022-04-28 03:52:01 main:574] : INFO : Epoch 1692 | loss: 0.0311717 | val_loss: 0.0311877 | Time: 7511.29 ms [2022-04-28 03:52:08 main:574] : INFO : Epoch 1693 | loss: 0.0311711 | val_loss: 0.0311863 | Time: 7432.26 ms [2022-04-28 03:52:16 main:574] : INFO : Epoch 1694 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 7515.2 ms [2022-04-28 03:52:23 main:574] : INFO : Epoch 1695 | loss: 0.031178 | val_loss: 0.0311865 | Time: 7492.58 ms [2022-04-28 03:52:30 main:574] : INFO : Epoch 1696 | loss: 0.0311742 | val_loss: 0.0311904 | Time: 7446.6 ms [2022-04-28 03:52:38 main:574] : INFO : Epoch 1697 | loss: 0.0311734 | val_loss: 0.0311877 | Time: 7576.3 ms [2022-04-28 03:52:46 main:574] : INFO : Epoch 1698 | loss: 0.0311737 | val_loss: 0.0311893 | Time: 7649.48 ms [2022-04-28 03:52:53 main:574] : INFO : Epoch 1699 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 7629.18 ms [2022-04-28 03:53:01 main:574] : INFO : Epoch 1700 | loss: 0.031174 | val_loss: 0.0311895 | Time: 7637.73 ms [2022-04-28 03:53:08 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.0311865 | Time: 7350.22 ms [2022-04-28 03:53:16 main:574] : INFO : Epoch 1702 | loss: 0.0311712 | val_loss: 0.0311857 | Time: 7457.14 ms [2022-04-28 03:53:23 main:574] : INFO : Epoch 1703 | loss: 0.0311714 | val_loss: 0.0311856 | Time: 7279.67 ms [2022-04-28 03:53:30 main:574] : INFO : Epoch 1704 | loss: 0.0311718 | val_loss: 0.0311863 | Time: 7372.5 ms [2022-04-28 03:53:38 main:574] : INFO : Epoch 1705 | loss: 0.0311718 | val_loss: 0.0311864 | Time: 7550.67 ms [2022-04-28 03:53:46 main:574] : INFO : Epoch 1706 | loss: 0.0311733 | val_loss: 0.0311917 | Time: 7641.08 ms [2022-04-28 03:53:53 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.031187 | Time: 7567.49 ms [2022-04-28 03:54:01 main:574] : INFO : Epoch 1708 | loss: 0.031173 | val_loss: 0.0311912 | Time: 7556.25 ms [2022-04-28 03:54:08 main:574] : INFO : Epoch 1709 | loss: 0.0311713 | val_loss: 0.0311885 | Time: 7304.33 ms [2022-04-28 03:54:16 main:574] : INFO : Epoch 1710 | loss: 0.0311697 | val_loss: 0.0311877 | Time: 7440.79 ms [2022-04-28 03:54:23 main:574] : INFO : Epoch 1711 | loss: 0.0311693 | val_loss: 0.0311878 | Time: 7349.46 ms [2022-04-28 03:54:30 main:574] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.0311859 | Time: 7349.74 ms [2022-04-28 03:54:38 main:574] : INFO : Epoch 1713 | loss: 0.0311697 | val_loss: 0.0311882 | Time: 7658.64 ms [2022-04-28 03:54:46 main:574] : INFO : Epoch 1714 | loss: 0.0311702 | val_loss: 0.0311887 | Time: 7701.77 ms [2022-04-28 03:54:53 main:574] : INFO : Epoch 1715 | loss: 0.0311713 | val_loss: 0.0311919 | Time: 7456.15 ms [2022-04-28 03:55:01 main:574] : INFO : Epoch 1716 | loss: 0.0311706 | val_loss: 0.0311875 | Time: 7908.71 ms [2022-04-28 03:55:08 main:574] : INFO : Epoch 1717 | loss: 0.0311713 | val_loss: 0.0311884 | Time: 7376.09 ms [2022-04-28 03:55:16 main:574] : INFO : Epoch 1718 | loss: 0.031179 | val_loss: 0.0311866 | Time: 7268.87 ms [2022-04-28 03:55:23 main:574] : INFO : Epoch 1719 | loss: 0.0311788 | val_loss: 0.0311886 | Time: 7416.84 ms [2022-04-28 03:55:31 main:574] : INFO : Epoch 1720 | loss: 0.0311789 | val_loss: 0.0311868 | Time: 7666.12 ms [2022-04-28 03:55:38 main:574] : INFO : Epoch 1721 | loss: 0.031179 | val_loss: 0.0311884 | Time: 7483.03 ms [2022-04-28 03:55:46 main:574] : INFO : Epoch 1722 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 7641.72 ms [2022-04-28 03:55:53 main:574] : INFO : Epoch 1723 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 7437.02 ms [2022-04-28 03:56:01 main:574] : INFO : Epoch 1724 | loss: 0.031184 | val_loss: 0.0311892 | Time: 7505.7 ms [2022-04-28 03:56:08 main:574] : INFO : Epoch 1725 | loss: 0.0311833 | val_loss: 0.0311864 | Time: 7397.83 ms [2022-04-28 03:56:16 main:574] : INFO : Epoch 1726 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 7515.16 ms [2022-04-28 03:56:23 main:574] : INFO : Epoch 1727 | loss: 0.0311808 | val_loss: 0.0311906 | Time: 7342.18 ms [2022-04-28 03:56:31 main:574] : INFO : Epoch 1728 | loss: 0.0311798 | val_loss: 0.0311871 | Time: 7390.68 ms [2022-04-28 03:56:38 main:574] : INFO : Epoch 1729 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 7585.81 ms [2022-04-28 03:56:45 main:574] : INFO : Epoch 1730 | loss: 0.0311801 | val_loss: 0.0311865 | Time: 7281.94 ms [2022-04-28 03:56:53 main:574] : INFO : Epoch 1731 | loss: 0.031181 | val_loss: 0.0311848 | Time: 7293 ms [2022-04-28 03:57:00 main:574] : INFO : Epoch 1732 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 7394.42 ms [2022-04-28 03:57:07 main:574] : INFO : Epoch 1733 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 7394.99 ms [2022-04-28 03:57:15 main:574] : INFO : Epoch 1734 | loss: 0.0311813 | val_loss: 0.0311853 | Time: 7293.78 ms [2022-04-28 03:57:23 main:574] : INFO : Epoch 1735 | loss: 0.0311808 | val_loss: 0.0311895 | Time: 7715.79 ms [2022-04-28 03:57:30 main:574] : INFO : Epoch 1736 | loss: 0.0311823 | val_loss: 0.0311927 | Time: 7665.26 ms [2022-04-28 03:57:38 main:574] : INFO : Epoch 1737 | loss: 0.0311809 | val_loss: 0.0311879 | Time: 7637.91 ms [2022-04-28 03:57:45 main:574] : INFO : Epoch 1738 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 7222.92 ms [2022-04-28 03:57:52 main:574] : INFO : Epoch 1739 | loss: 0.0311786 | val_loss: 0.0311862 | Time: 7273.34 ms [2022-04-28 03:58:00 main:574] : INFO : Epoch 1740 | loss: 0.0311791 | val_loss: 0.0311872 | Time: 7599 ms [2022-04-28 03:58:07 main:574] : INFO : Epoch 1741 | loss: 0.0311779 | val_loss: 0.0311888 | Time: 7352.42 ms [2022-04-28 03:58:15 main:574] : INFO : Epoch 1742 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 7517.04 ms [2022-04-28 03:58:22 main:574] : INFO : Epoch 1743 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 7556.31 ms [2022-04-28 03:58:30 main:574] : INFO : Epoch 1744 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 7329.71 ms [2022-04-28 03:58:37 main:574] : INFO : Epoch 1745 | loss: 0.0311811 | val_loss: 0.0311865 | Time: 7226.48 ms [2022-04-28 03:58:45 main:574] : INFO : Epoch 1746 | loss: 0.0311799 | val_loss: 0.031186 | Time: 7650.85 ms [2022-04-28 03:58:52 main:574] : INFO : Epoch 1747 | loss: 0.0311808 | val_loss: 0.0311865 | Time: 7449.39 ms [2022-04-28 03:58:59 main:574] : INFO : Epoch 1748 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 7193.5 ms [2022-04-28 03:59:07 main:574] : INFO : Epoch 1749 | loss: 0.0311796 | val_loss: 0.031184 | Time: 7746.42 ms [2022-04-28 03:59:15 main:574] : INFO : Epoch 1750 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 7752.37 ms [2022-04-28 03:59:22 main:574] : INFO : Epoch 1751 | loss: 0.031177 | val_loss: 0.0311864 | Time: 7674.3 ms [2022-04-28 03:59:30 main:574] : INFO : Epoch 1752 | loss: 0.0311765 | val_loss: 0.0311861 | Time: 7478.08 ms [2022-04-28 03:59:37 main:574] : INFO : Epoch 1753 | loss: 0.031179 | val_loss: 0.0311866 | Time: 7510.62 ms [2022-04-28 03:59:45 main:574] : INFO : Epoch 1754 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 7577.96 ms [2022-04-28 03:59:52 main:574] : INFO : Epoch 1755 | loss: 0.0311944 | val_loss: 0.0311895 | Time: 7408.53 ms [2022-04-28 04:00:00 main:574] : INFO : Epoch 1756 | loss: 0.0311925 | val_loss: 0.0311877 | Time: 7412.47 ms [2022-04-28 04:00:07 main:574] : INFO : Epoch 1757 | loss: 0.0311907 | val_loss: 0.0311888 | Time: 7543.39 ms [2022-04-28 04:00:15 main:574] : INFO : Epoch 1758 | loss: 0.0311899 | val_loss: 0.0311871 | Time: 7540.83 ms [2022-04-28 04:00:23 main:574] : INFO : Epoch 1759 | loss: 0.031189 | val_loss: 0.031187 | Time: 7573.18 ms [2022-04-28 04:00:30 main:574] : INFO : Epoch 1760 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 7511.14 ms [2022-04-28 04:00:38 main:574] : INFO : Epoch 1761 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 7612.78 ms [2022-04-28 04:00:45 main:574] : INFO : Epoch 1762 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 7417.89 ms [2022-04-28 04:00:52 main:574] : INFO : Epoch 1763 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 7261.68 ms [2022-04-28 04:01:00 main:574] : INFO : Epoch 1764 | loss: 0.0311861 | val_loss: 0.0311875 | Time: 7331.12 ms [2022-04-28 04:01:07 main:574] : INFO : Epoch 1765 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 7608.77 ms [2022-04-28 04:01:15 main:574] : INFO : Epoch 1766 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 7756.49 ms [2022-04-28 04:01:23 main:574] : INFO : Epoch 1767 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 7617.16 ms [2022-04-28 04:01:30 main:574] : INFO : Epoch 1768 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 7330.92 ms [2022-04-28 04:01:37 main:574] : INFO : Epoch 1769 | loss: 0.0311861 | val_loss: 0.031189 | Time: 7355.61 ms [2022-04-28 04:01:45 main:574] : INFO : Epoch 1770 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 7476.35 ms [2022-04-28 04:01:52 main:574] : INFO : Epoch 1771 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 7317.21 ms [2022-04-28 04:02:00 main:574] : INFO : Epoch 1772 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 7597.13 ms [2022-04-28 04:02:07 main:574] : INFO : Epoch 1773 | loss: 0.0311842 | val_loss: 0.0311859 | Time: 7698.7 ms [2022-04-28 04:02:15 main:574] : INFO : Epoch 1774 | loss: 0.0311831 | val_loss: 0.0311867 | Time: 7416.58 ms [2022-04-28 04:02:22 main:574] : INFO : Epoch 1775 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 7227.39 ms [2022-04-28 04:02:29 main:574] : INFO : Epoch 1776 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 7358.28 ms [2022-04-28 04:02:37 main:574] : INFO : Epoch 1777 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 7490.31 ms [2022-04-28 04:02:44 main:574] : INFO : Epoch 1778 | loss: 0.0311837 | val_loss: 0.0311871 | Time: 7428.96 ms [2022-04-28 04:02:52 main:574] : INFO : Epoch 1779 | loss: 0.031185 | val_loss: 0.0311869 | Time: 7702.64 ms [2022-04-28 04:03:00 main:574] : INFO : Epoch 1780 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 7606.88 ms [2022-04-28 04:03:08 main:574] : INFO : Epoch 1781 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 7838.36 ms [2022-04-28 04:03:15 main:574] : INFO : Epoch 1782 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 7553.47 ms [2022-04-28 04:03:22 main:574] : INFO : Epoch 1783 | loss: 0.0311831 | val_loss: 0.0311895 | Time: 7214.47 ms [2022-04-28 04:03:30 main:574] : INFO : Epoch 1784 | loss: 0.0311837 | val_loss: 0.0311869 | Time: 7236.21 ms [2022-04-28 04:03:37 main:574] : INFO : Epoch 1785 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 7388.32 ms [2022-04-28 04:03:44 main:574] : INFO : Epoch 1786 | loss: 0.031182 | val_loss: 0.0311871 | Time: 7449.74 ms [2022-04-28 04:03:52 main:574] : INFO : Epoch 1787 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 7563.07 ms [2022-04-28 04:04:00 main:574] : INFO : Epoch 1788 | loss: 0.0311877 | val_loss: 0.0311912 | Time: 7579.19 ms [2022-04-28 04:04:07 main:574] : INFO : Epoch 1789 | loss: 0.031188 | val_loss: 0.0311894 | Time: 7637.85 ms [2022-04-28 04:04:15 main:574] : INFO : Epoch 1790 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 7344.69 ms [2022-04-28 04:04:22 main:574] : INFO : Epoch 1791 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 7163.13 ms [2022-04-28 04:04:29 main:574] : INFO : Epoch 1792 | loss: 0.0311853 | val_loss: 0.0311871 | Time: 7493.39 ms [2022-04-28 04:04:37 main:574] : INFO : Epoch 1793 | loss: 0.031185 | val_loss: 0.0311863 | Time: 7286.2 ms [2022-04-28 04:04:44 main:574] : INFO : Epoch 1794 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 7685.26 ms [2022-04-28 04:04:52 main:574] : INFO : Epoch 1795 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 7711.98 ms [2022-04-28 04:05:00 main:574] : INFO : Epoch 1796 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 7960.89 ms [2022-04-28 04:05:07 main:574] : INFO : Epoch 1797 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 7490.96 ms [2022-04-28 04:05:15 main:574] : INFO : Epoch 1798 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 7444.92 ms [2022-04-28 04:05:22 main:574] : INFO : Epoch 1799 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 7389.93 ms [2022-04-28 04:05:30 main:574] : INFO : Epoch 1800 | loss: 0.0311844 | val_loss: 0.0311905 | Time: 7303.67 ms [2022-04-28 04:05:37 main:574] : INFO : Epoch 1801 | loss: 0.0311843 | val_loss: 0.0311883 | Time: 7522.08 ms [2022-04-28 04:05:45 main:574] : INFO : Epoch 1802 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 7557.1 ms [2022-04-28 04:05:52 main:574] : INFO : Epoch 1803 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 7631.1 ms [2022-04-28 04:06:00 main:574] : INFO : Epoch 1804 | loss: 0.031185 | val_loss: 0.0311876 | Time: 7553.87 ms [2022-04-28 04:06:07 main:574] : INFO : Epoch 1805 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 7624.52 ms [2022-04-28 04:06:15 main:574] : INFO : Epoch 1806 | loss: 0.0311844 | val_loss: 0.0311889 | Time: 7302.09 ms [2022-04-28 04:06:23 main:574] : INFO : Epoch 1807 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 7775.16 ms [2022-04-28 04:06:30 main:574] : INFO : Epoch 1808 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 7633.61 ms [2022-04-28 04:06:38 main:574] : INFO : Epoch 1809 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 7508.44 ms [2022-04-28 04:06:45 main:574] : INFO : Epoch 1810 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 7319.44 ms [2022-04-28 04:06:53 main:574] : INFO : Epoch 1811 | loss: 0.031183 | val_loss: 0.0311873 | Time: 7573.38 ms [2022-04-28 04:07:00 main:574] : INFO : Epoch 1812 | loss: 0.0311838 | val_loss: 0.031188 | Time: 7743.12 ms [2022-04-28 04:07:08 main:574] : INFO : Epoch 1813 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 7546.14 ms [2022-04-28 04:07:15 main:574] : INFO : Epoch 1814 | loss: 0.0311823 | val_loss: 0.0311875 | Time: 7326.44 ms [2022-04-28 04:07:23 main:574] : INFO : Epoch 1815 | loss: 0.0311832 | val_loss: 0.0311876 | Time: 7403.17 ms [2022-04-28 04:07:30 main:574] : INFO : Epoch 1816 | loss: 0.0311824 | val_loss: 0.0311869 | Time: 7342.65 ms [2022-04-28 04:07:37 main:574] : INFO : Epoch 1817 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 7159.73 ms [2022-04-28 04:07:45 main:574] : INFO : Epoch 1818 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 7647.57 ms [2022-04-28 04:07:52 main:574] : INFO : Epoch 1819 | loss: 0.0311831 | val_loss: 0.0311867 | Time: 7591.31 ms [2022-04-28 04:08:00 main:574] : INFO : Epoch 1820 | loss: 0.0311821 | val_loss: 0.0311869 | Time: 7188.1 ms [2022-04-28 04:08:07 main:574] : INFO : Epoch 1821 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 7213.34 ms [2022-04-28 04:08:14 main:574] : INFO : Epoch 1822 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 7388.57 ms [2022-04-28 04:08:22 main:574] : INFO : Epoch 1823 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 7494.87 ms [2022-04-28 04:08:29 main:574] : INFO : Epoch 1824 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 7450.15 ms [2022-04-28 04:08:37 main:574] : INFO : Epoch 1825 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 7646.71 ms [2022-04-28 04:08:44 main:574] : INFO : Epoch 1826 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 7628.17 ms [2022-04-28 04:08:52 main:574] : INFO : Epoch 1827 | loss: 0.0311918 | val_loss: 0.0312077 | Time: 7507.27 ms [2022-04-28 04:08:59 main:574] : INFO : Epoch 1828 | loss: 0.0321398 | val_loss: 0.0346839 | Time: 7288.22 ms [2022-04-28 04:09:07 main:574] : INFO : Epoch 1829 | loss: 0.0345298 | val_loss: 0.0326092 | Time: 7483.05 ms [2022-04-28 04:09:14 main:574] : INFO : Epoch 1830 | loss: 0.0324474 | val_loss: 0.0315845 | Time: 7385.17 ms [2022-04-28 04:09:22 main:574] : INFO : Epoch 1831 | loss: 0.0314478 | val_loss: 0.0312202 | Time: 7482.92 ms [2022-04-28 04:09:29 main:574] : INFO : Epoch 1832 | loss: 0.0312183 | val_loss: 0.0312039 | Time: 7549.31 ms [2022-04-28 04:09:37 main:574] : INFO : Epoch 1833 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 7631.52 ms [2022-04-28 04:09:44 main:574] : INFO : Epoch 1834 | loss: 0.0311845 | val_loss: 0.0311909 | Time: 7503.05 ms [2022-04-28 04:09:52 main:574] : INFO : Epoch 1835 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 7467.58 ms [2022-04-28 04:09:59 main:574] : INFO : Epoch 1836 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 7399.16 ms [2022-04-28 04:10:07 main:574] : INFO : Epoch 1837 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 7400.18 ms [2022-04-28 04:10:14 main:574] : INFO : Epoch 1838 | loss: 0.0311829 | val_loss: 0.0311894 | Time: 7271.23 ms [2022-04-28 04:10:21 main:574] : INFO : Epoch 1839 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 7544.8 ms [2022-04-28 04:10:29 main:574] : INFO : Epoch 1840 | loss: 0.031184 | val_loss: 0.0311897 | Time: 7638.26 ms [2022-04-28 04:10:36 main:574] : INFO : Epoch 1841 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 7383.53 ms [2022-04-28 04:10:44 main:574] : INFO : Epoch 1842 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 7534.79 ms [2022-04-28 04:10:51 main:574] : INFO : Epoch 1843 | loss: 0.031182 | val_loss: 0.0311891 | Time: 7307.86 ms [2022-04-28 04:10:59 main:574] : INFO : Epoch 1844 | loss: 0.0311818 | val_loss: 0.0311886 | Time: 7240.1 ms [2022-04-28 04:11:06 main:574] : INFO : Epoch 1845 | loss: 0.0311819 | val_loss: 0.0311903 | Time: 7357.08 ms [2022-04-28 04:11:14 main:574] : INFO : Epoch 1846 | loss: 0.0311823 | val_loss: 0.031191 | Time: 7620.45 ms [2022-04-28 04:11:21 main:574] : INFO : Epoch 1847 | loss: 0.0311817 | val_loss: 0.0311894 | Time: 7647.57 ms [2022-04-28 04:11:29 main:574] : INFO : Epoch 1848 | loss: 0.031181 | val_loss: 0.0311888 | Time: 7419.78 ms [2022-04-28 04:11:36 main:574] : INFO : Epoch 1849 | loss: 0.0311811 | val_loss: 0.0311891 | Time: 7381.85 ms [2022-04-28 04:11:43 main:574] : INFO : Epoch 1850 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 7240.63 ms [2022-04-28 04:11:51 main:574] : INFO : Epoch 1851 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 7416.63 ms [2022-04-28 04:11:58 main:574] : INFO : Epoch 1852 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 7269.04 ms [2022-04-28 04:12:06 main:574] : INFO : Epoch 1853 | loss: 0.0311809 | val_loss: 0.031189 | Time: 7666.81 ms [2022-04-28 04:12:13 main:574] : INFO : Epoch 1854 | loss: 0.0311808 | val_loss: 0.0311894 | Time: 7480.94 ms [2022-04-28 04:12:20 main:574] : INFO : Epoch 1855 | loss: 0.0311806 | val_loss: 0.0311896 | Time: 7318.5 ms [2022-04-28 04:12:28 main:574] : INFO : Epoch 1856 | loss: 0.0311812 | val_loss: 0.0311895 | Time: 7445.98 ms [2022-04-28 04:12:35 main:574] : INFO : Epoch 1857 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 7284.39 ms [2022-04-28 04:12:43 main:574] : INFO : Epoch 1858 | loss: 0.0311801 | val_loss: 0.0311892 | Time: 7404.97 ms [2022-04-28 04:12:50 main:574] : INFO : Epoch 1859 | loss: 0.0311796 | val_loss: 0.0311892 | Time: 7538.97 ms [2022-04-28 04:12:58 main:574] : INFO : Epoch 1860 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 7782.56 ms [2022-04-28 04:13:06 main:574] : INFO : Epoch 1861 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 7926.29 ms [2022-04-28 04:13:14 main:574] : INFO : Epoch 1862 | loss: 0.0311798 | val_loss: 0.0311895 | Time: 7807.31 ms [2022-04-28 04:13:21 main:574] : INFO : Epoch 1863 | loss: 0.0311796 | val_loss: 0.0311887 | Time: 7479.96 ms [2022-04-28 04:13:29 main:574] : INFO : Epoch 1864 | loss: 0.0311791 | val_loss: 0.0311881 | Time: 7808.82 ms [2022-04-28 04:13:36 main:574] : INFO : Epoch 1865 | loss: 0.0311792 | val_loss: 0.0311889 | Time: 7479.42 ms [2022-04-28 04:13:44 main:574] : INFO : Epoch 1866 | loss: 0.0311793 | val_loss: 0.0311888 | Time: 7347.9 ms [2022-04-28 04:13:52 main:574] : INFO : Epoch 1867 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 7950.39 ms [2022-04-28 04:13:59 main:574] : INFO : Epoch 1868 | loss: 0.0311795 | val_loss: 0.0311891 | Time: 7267.86 ms [2022-04-28 04:14:07 main:574] : INFO : Epoch 1869 | loss: 0.0311796 | val_loss: 0.0311914 | Time: 7598.19 ms [2022-04-28 04:14:14 main:574] : INFO : Epoch 1870 | loss: 0.0311795 | val_loss: 0.0311898 | Time: 7636.55 ms [2022-04-28 04:14:22 main:574] : INFO : Epoch 1871 | loss: 0.0311801 | val_loss: 0.0311917 | Time: 7594.23 ms [2022-04-28 04:14:29 main:574] : INFO : Epoch 1872 | loss: 0.0311807 | val_loss: 0.0311927 | Time: 7192.66 ms [2022-04-28 04:14:37 main:574] : INFO : Epoch 1873 | loss: 0.031181 | val_loss: 0.0311891 | Time: 7521.11 ms [2022-04-28 04:14:44 main:574] : INFO : Epoch 1874 | loss: 0.0311798 | val_loss: 0.0311897 | Time: 7299.88 ms [2022-04-28 04:14:52 main:574] : INFO : Epoch 1875 | loss: 0.0311795 | val_loss: 0.0311891 | Time: 7634.9 ms [2022-04-28 04:14:59 main:574] : INFO : Epoch 1876 | loss: 0.03118 | val_loss: 0.0311893 | Time: 7713.35 ms [2022-04-28 04:15:07 main:574] : INFO : Epoch 1877 | loss: 0.0311812 | val_loss: 0.03119 | Time: 7430.24 ms [2022-04-28 04:15:14 main:574] : INFO : Epoch 1878 | loss: 0.0311792 | val_loss: 0.0311896 | Time: 7720.99 ms [2022-04-28 04:15:22 main:574] : INFO : Epoch 1879 | loss: 0.0311798 | val_loss: 0.0311895 | Time: 7778.96 ms [2022-04-28 04:15:30 main:574] : INFO : Epoch 1880 | loss: 0.0311795 | val_loss: 0.0311886 | Time: 7367.37 ms [2022-04-28 04:15:37 main:574] : INFO : Epoch 1881 | loss: 0.0311817 | val_loss: 0.03119 | Time: 7246.73 ms [2022-04-28 04:15:44 main:574] : INFO : Epoch 1882 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 7366.24 ms [2022-04-28 04:15:52 main:574] : INFO : Epoch 1883 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 7627.03 ms [2022-04-28 04:15:59 main:574] : INFO : Epoch 1884 | loss: 0.031187 | val_loss: 0.0311886 | Time: 7332.83 ms [2022-04-28 04:16:07 main:574] : INFO : Epoch 1885 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 7552.53 ms [2022-04-28 04:16:14 main:574] : INFO : Epoch 1886 | loss: 0.0311859 | val_loss: 0.031189 | Time: 7643.72 ms [2022-04-28 04:16:22 main:574] : INFO : Epoch 1887 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 7438.32 ms [2022-04-28 04:16:29 main:574] : INFO : Epoch 1888 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 7589.63 ms [2022-04-28 04:16:37 main:574] : INFO : Epoch 1889 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 7368.18 ms [2022-04-28 04:16:44 main:574] : INFO : Epoch 1890 | loss: 0.0311852 | val_loss: 0.0311877 | Time: 7459.72 ms [2022-04-28 04:16:52 main:574] : INFO : Epoch 1891 | loss: 0.0311849 | val_loss: 0.0311877 | Time: 7284.61 ms [2022-04-28 04:16:59 main:574] : INFO : Epoch 1892 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 7501.97 ms [2022-04-28 04:17:07 main:574] : INFO : Epoch 1893 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 7603.7 ms [2022-04-28 04:17:14 main:574] : INFO : Epoch 1894 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 7664.53 ms [2022-04-28 04:17:22 main:574] : INFO : Epoch 1895 | loss: 0.0311846 | val_loss: 0.0311877 | Time: 7375.12 ms [2022-04-28 04:17:29 main:574] : INFO : Epoch 1896 | loss: 0.0311842 | val_loss: 0.0311883 | Time: 7562.41 ms [2022-04-28 04:17:37 main:574] : INFO : Epoch 1897 | loss: 0.031184 | val_loss: 0.0311877 | Time: 7428.74 ms [2022-04-28 04:17:44 main:574] : INFO : Epoch 1898 | loss: 0.031184 | val_loss: 0.0311874 | Time: 7601.78 ms [2022-04-28 04:17:52 main:574] : INFO : Epoch 1899 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 7337.28 ms [2022-04-28 04:17:59 main:574] : INFO : Epoch 1900 | loss: 0.0311841 | val_loss: 0.031188 | Time: 7591.35 ms [2022-04-28 04:18:07 main:574] : INFO : Epoch 1901 | loss: 0.0311838 | val_loss: 0.0311877 | Time: 7630.69 ms [2022-04-28 04:18:14 main:574] : INFO : Epoch 1902 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 7575.13 ms [2022-04-28 04:18:22 main:574] : INFO : Epoch 1903 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 7213.04 ms [2022-04-28 04:18:29 main:574] : INFO : Epoch 1904 | loss: 0.0311844 | val_loss: 0.031189 | Time: 7409.34 ms [2022-04-28 04:18:36 main:574] : INFO : Epoch 1905 | loss: 0.0311839 | val_loss: 0.0311879 | Time: 7270.29 ms [2022-04-28 04:18:44 main:574] : INFO : Epoch 1906 | loss: 0.0311831 | val_loss: 0.0311876 | Time: 7538.84 ms [2022-04-28 04:18:51 main:574] : INFO : Epoch 1907 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 7523.5 ms [2022-04-28 04:18:59 main:574] : INFO : Epoch 1908 | loss: 0.0311836 | val_loss: 0.0311881 | Time: 7733.98 ms [2022-04-28 04:19:07 main:574] : INFO : Epoch 1909 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 7400.86 ms [2022-04-28 04:19:14 main:574] : INFO : Epoch 1910 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 7357.27 ms [2022-04-28 04:19:21 main:574] : INFO : Epoch 1911 | loss: 0.0311825 | val_loss: 0.0311877 | Time: 7365.9 ms [2022-04-28 04:19:29 main:574] : INFO : Epoch 1912 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 7354.12 ms [2022-04-28 04:19:36 main:574] : INFO : Epoch 1913 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 7414.72 ms [2022-04-28 04:19:44 main:574] : INFO : Epoch 1914 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 7660.35 ms [2022-04-28 04:19:51 main:574] : INFO : Epoch 1915 | loss: 0.031183 | val_loss: 0.0311869 | Time: 7586.02 ms [2022-04-28 04:19:59 main:574] : INFO : Epoch 1916 | loss: 0.031184 | val_loss: 0.0311883 | Time: 7726.54 ms [2022-04-28 04:20:07 main:574] : INFO : Epoch 1917 | loss: 0.0311881 | val_loss: 0.0311885 | Time: 7550.56 ms [2022-04-28 04:20:14 main:574] : INFO : Epoch 1918 | loss: 0.0311869 | val_loss: 0.031188 | Time: 7471.18 ms [2022-04-28 04:20:21 main:574] : INFO : Epoch 1919 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 7198.33 ms [2022-04-28 04:20:29 main:574] : INFO : Epoch 1920 | loss: 0.0311867 | val_loss: 0.0311901 | Time: 7340.35 ms [2022-04-28 04:20:36 main:574] : INFO : Epoch 1921 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 7362.82 ms [2022-04-28 04:20:44 main:574] : INFO : Epoch 1922 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 7602.9 ms [2022-04-28 04:20:51 main:574] : INFO : Epoch 1923 | loss: 0.0311832 | val_loss: 0.0311876 | Time: 7600.85 ms [2022-04-28 04:20:58 main:574] : INFO : Epoch 1924 | loss: 0.031183 | val_loss: 0.0311867 | Time: 7210.1 ms [2022-04-28 04:21:06 main:574] : INFO : Epoch 1925 | loss: 0.031182 | val_loss: 0.0311873 | Time: 7490.52 ms [2022-04-28 04:21:13 main:574] : INFO : Epoch 1926 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 7210.94 ms [2022-04-28 04:21:21 main:574] : INFO : Epoch 1927 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 7338.39 ms [2022-04-28 04:21:28 main:574] : INFO : Epoch 1928 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 7531.43 ms [2022-04-28 04:21:36 main:574] : INFO : Epoch 1929 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 7655.93 ms [2022-04-28 04:21:43 main:574] : INFO : Epoch 1930 | loss: 0.0311822 | val_loss: 0.0311914 | Time: 7521.65 ms [2022-04-28 04:21:51 main:574] : INFO : Epoch 1931 | loss: 0.0311828 | val_loss: 0.0311886 | Time: 7319.5 ms [2022-04-28 04:21:58 main:574] : INFO : Epoch 1932 | loss: 0.031181 | val_loss: 0.0311881 | Time: 7427.43 ms [2022-04-28 04:22:05 main:574] : INFO : Epoch 1933 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 7170.69 ms [2022-04-28 04:22:13 main:574] : INFO : Epoch 1934 | loss: 0.0311812 | val_loss: 0.0311889 | Time: 7352.58 ms [2022-04-28 04:22:20 main:574] : INFO : Epoch 1935 | loss: 0.0311806 | val_loss: 0.0311866 | Time: 7579.64 ms [2022-04-28 04:22:28 main:574] : INFO : Epoch 1936 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 7600.63 ms [2022-04-28 04:22:35 main:574] : INFO : Epoch 1937 | loss: 0.0311805 | val_loss: 0.0311881 | Time: 7369.35 ms [2022-04-28 04:22:43 main:574] : INFO : Epoch 1938 | loss: 0.0311801 | val_loss: 0.0311866 | Time: 7572.07 ms [2022-04-28 04:22:50 main:574] : INFO : Epoch 1939 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 7375.51 ms [2022-04-28 04:22:57 main:574] : INFO : Epoch 1940 | loss: 0.0311799 | val_loss: 0.0311875 | Time: 7383.04 ms [2022-04-28 04:23:05 main:574] : INFO : Epoch 1941 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 7364.42 ms [2022-04-28 04:23:12 main:574] : INFO : Epoch 1942 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 7517.87 ms [2022-04-28 04:23:20 main:574] : INFO : Epoch 1943 | loss: 0.0311801 | val_loss: 0.0311876 | Time: 7578.33 ms [2022-04-28 04:23:28 main:574] : INFO : Epoch 1944 | loss: 0.0311805 | val_loss: 0.031189 | Time: 7927.75 ms [2022-04-28 04:23:36 main:574] : INFO : Epoch 1945 | loss: 0.0311802 | val_loss: 0.031187 | Time: 7668.6 ms [2022-04-28 04:23:43 main:574] : INFO : Epoch 1946 | loss: 0.0311801 | val_loss: 0.0311865 | Time: 7470.45 ms [2022-04-28 04:23:50 main:574] : INFO : Epoch 1947 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 7458.98 ms [2022-04-28 04:23:58 main:574] : INFO : Epoch 1948 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 7832.23 ms [2022-04-28 04:24:06 main:574] : INFO : Epoch 1949 | loss: 0.0311802 | val_loss: 0.0311887 | Time: 7238.73 ms [2022-04-28 04:24:13 main:574] : INFO : Epoch 1950 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 7354.04 ms [2022-04-28 04:24:21 main:574] : INFO : Epoch 1951 | loss: 0.0311799 | val_loss: 0.031189 | Time: 7677.65 ms [2022-04-28 04:24:28 main:574] : INFO : Epoch 1952 | loss: 0.0311803 | val_loss: 0.0311893 | Time: 7707.15 ms [2022-04-28 04:24:36 main:574] : INFO : Epoch 1953 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 7385.59 ms [2022-04-28 04:24:43 main:574] : INFO : Epoch 1954 | loss: 0.0311804 | val_loss: 0.0311877 | Time: 7498.37 ms [2022-04-28 04:24:51 main:574] : INFO : Epoch 1955 | loss: 0.0311806 | val_loss: 0.0311875 | Time: 7423.04 ms [2022-04-28 04:24:59 main:574] : INFO : Epoch 1956 | loss: 0.0311797 | val_loss: 0.031188 | Time: 8051.57 ms [2022-04-28 04:25:06 main:574] : INFO : Epoch 1957 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 7552.12 ms [2022-04-28 04:25:13 main:574] : INFO : Epoch 1958 | loss: 0.0311797 | val_loss: 0.031189 | Time: 7215.53 ms [2022-04-28 04:25:21 main:574] : INFO : Epoch 1959 | loss: 0.03118 | val_loss: 0.0311865 | Time: 7375.69 ms [2022-04-28 04:25:29 main:574] : INFO : Epoch 1960 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 7934.88 ms [2022-04-28 04:25:37 main:574] : INFO : Epoch 1961 | loss: 0.0311789 | val_loss: 0.0311873 | Time: 7913.98 ms [2022-04-28 04:25:45 main:574] : INFO : Epoch 1962 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 8128.63 ms [2022-04-28 04:25:53 main:574] : INFO : Epoch 1963 | loss: 0.0311802 | val_loss: 0.0311874 | Time: 7951.95 ms [2022-04-28 04:26:03 main:574] : INFO : Epoch 1964 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 9752.38 ms [2022-04-28 04:26:10 main:574] : INFO : Epoch 1965 | loss: 0.0311813 | val_loss: 0.0311923 | Time: 7468.23 ms [2022-04-28 04:26:17 main:574] : INFO : Epoch 1966 | loss: 0.0311812 | val_loss: 0.0311891 | Time: 7300.92 ms [2022-04-28 04:26:25 main:574] : INFO : Epoch 1967 | loss: 0.0311811 | val_loss: 0.0311881 | Time: 7692.55 ms [2022-04-28 04:26:33 main:574] : INFO : Epoch 1968 | loss: 0.0311792 | val_loss: 0.031188 | Time: 7667.11 ms [2022-04-28 04:26:40 main:574] : INFO : Epoch 1969 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 7628.98 ms [2022-04-28 04:26:48 main:574] : INFO : Epoch 1970 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 7263.02 ms [2022-04-28 04:26:55 main:574] : INFO : Epoch 1971 | loss: 0.0311791 | val_loss: 0.031187 | Time: 7311.6 ms [2022-04-28 04:27:02 main:574] : INFO : Epoch 1972 | loss: 0.0311786 | val_loss: 0.0311869 | Time: 7262.05 ms [2022-04-28 04:27:10 main:574] : INFO : Epoch 1973 | loss: 0.0311792 | val_loss: 0.0311888 | Time: 7413.19 ms [2022-04-28 04:27:17 main:574] : INFO : Epoch 1974 | loss: 0.0311797 | val_loss: 0.0311894 | Time: 7527.8 ms [2022-04-28 04:27:25 main:574] : INFO : Epoch 1975 | loss: 0.0311786 | val_loss: 0.0311872 | Time: 7598.2 ms [2022-04-28 04:27:32 main:574] : INFO : Epoch 1976 | loss: 0.0311781 | val_loss: 0.0311877 | Time: 7345.96 ms [2022-04-28 04:27:40 main:574] : INFO : Epoch 1977 | loss: 0.031178 | val_loss: 0.0311879 | Time: 7515.03 ms [2022-04-28 04:27:47 main:574] : INFO : Epoch 1978 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 7445.77 ms [2022-04-28 04:27:54 main:574] : INFO : Epoch 1979 | loss: 0.0311786 | val_loss: 0.0311879 | Time: 7363.13 ms [2022-04-28 04:28:02 main:574] : INFO : Epoch 1980 | loss: 0.031179 | val_loss: 0.0311872 | Time: 7312.11 ms [2022-04-28 04:28:09 main:574] : INFO : Epoch 1981 | loss: 0.031181 | val_loss: 0.0311867 | Time: 7706.39 ms [2022-04-28 04:28:17 main:574] : INFO : Epoch 1982 | loss: 0.0311801 | val_loss: 0.0311879 | Time: 7681.6 ms [2022-04-28 04:28:25 main:574] : INFO : Epoch 1983 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 7539.38 ms [2022-04-28 04:28:32 main:574] : INFO : Epoch 1984 | loss: 0.0311814 | val_loss: 0.0311886 | Time: 7187.52 ms [2022-04-28 04:28:39 main:574] : INFO : Epoch 1985 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 7490.83 ms [2022-04-28 04:28:47 main:574] : INFO : Epoch 1986 | loss: 0.0311813 | val_loss: 0.03119 | Time: 7446.68 ms [2022-04-28 04:28:54 main:574] : INFO : Epoch 1987 | loss: 0.0311828 | val_loss: 0.031189 | Time: 7204.83 ms [2022-04-28 04:29:02 main:574] : INFO : Epoch 1988 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 7648.1 ms [2022-04-28 04:29:09 main:574] : INFO : Epoch 1989 | loss: 0.03118 | val_loss: 0.031188 | Time: 7697.1 ms [2022-04-28 04:29:17 main:574] : INFO : Epoch 1990 | loss: 0.0311806 | val_loss: 0.0311876 | Time: 7475.26 ms [2022-04-28 04:29:24 main:574] : INFO : Epoch 1991 | loss: 0.0311798 | val_loss: 0.0311865 | Time: 7368.95 ms [2022-04-28 04:29:31 main:574] : INFO : Epoch 1992 | loss: 0.0311796 | val_loss: 0.0311882 | Time: 7231.61 ms [2022-04-28 04:29:39 main:574] : INFO : Epoch 1993 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 7378.89 ms [2022-04-28 04:29:46 main:574] : INFO : Epoch 1994 | loss: 0.031179 | val_loss: 0.0311857 | Time: 7448.47 ms [2022-04-28 04:29:54 main:574] : INFO : Epoch 1995 | loss: 0.0311785 | val_loss: 0.031186 | Time: 7524.82 ms [2022-04-28 04:30:02 main:574] : INFO : Epoch 1996 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 7675.12 ms [2022-04-28 04:30:09 main:574] : INFO : Epoch 1997 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 7673.49 ms [2022-04-28 04:30:16 main:574] : INFO : Epoch 1998 | loss: 0.0311799 | val_loss: 0.0311845 | Time: 7267.36 ms [2022-04-28 04:30:24 main:574] : INFO : Epoch 1999 | loss: 0.031179 | val_loss: 0.0311867 | Time: 7267.35 ms [2022-04-28 04:30:31 main:574] : INFO : Epoch 2000 | loss: 0.0311793 | val_loss: 0.0311862 | Time: 7414.32 ms [2022-04-28 04:30:39 main:574] : INFO : Epoch 2001 | loss: 0.031179 | val_loss: 0.0311874 | Time: 7411.74 ms [2022-04-28 04:30:46 main:574] : INFO : Epoch 2002 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 7420.32 ms [2022-04-28 04:30:54 main:574] : INFO : Epoch 2003 | loss: 0.0311809 | val_loss: 0.0311868 | Time: 7779.35 ms [2022-04-28 04:31:01 main:574] : INFO : Epoch 2004 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 7584.89 ms [2022-04-28 04:31:09 main:574] : INFO : Epoch 2005 | loss: 0.03118 | val_loss: 0.0311876 | Time: 7507.64 ms [2022-04-28 04:31:16 main:574] : INFO : Epoch 2006 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 7533.42 ms [2022-04-28 04:31:24 main:574] : INFO : Epoch 2007 | loss: 0.0311798 | val_loss: 0.031187 | Time: 7317.74 ms [2022-04-28 04:31:31 main:574] : INFO : Epoch 2008 | loss: 0.0311782 | val_loss: 0.0311878 | Time: 7254.47 ms [2022-04-28 04:31:38 main:574] : INFO : Epoch 2009 | loss: 0.031178 | val_loss: 0.0311878 | Time: 7439.59 ms [2022-04-28 04:31:46 main:574] : INFO : Epoch 2010 | loss: 0.0311788 | val_loss: 0.0311912 | Time: 7635.88 ms [2022-04-28 04:31:54 main:574] : INFO : Epoch 2011 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 7588.3 ms [2022-04-28 04:32:01 main:574] : INFO : Epoch 2012 | loss: 0.0311771 | val_loss: 0.0311876 | Time: 7353.72 ms [2022-04-28 04:32:09 main:574] : INFO : Epoch 2013 | loss: 0.0311784 | val_loss: 0.0311889 | Time: 7485.15 ms [2022-04-28 04:32:16 main:574] : INFO : Epoch 2014 | loss: 0.0311787 | val_loss: 0.031188 | Time: 7292.2 ms [2022-04-28 04:32:23 main:574] : INFO : Epoch 2015 | loss: 0.0311779 | val_loss: 0.031187 | Time: 7443.91 ms [2022-04-28 04:32:31 main:574] : INFO : Epoch 2016 | loss: 0.0311808 | val_loss: 0.0311882 | Time: 7423.27 ms [2022-04-28 04:32:38 main:574] : INFO : Epoch 2017 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 7617.61 ms [2022-04-28 04:32:46 main:574] : INFO : Epoch 2018 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 7745.5 ms [2022-04-28 04:32:54 main:574] : INFO : Epoch 2019 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 7693.89 ms [2022-04-28 04:33:01 main:574] : INFO : Epoch 2020 | loss: 0.0311789 | val_loss: 0.031189 | Time: 7296.87 ms [2022-04-28 04:33:08 main:574] : INFO : Epoch 2021 | loss: 0.0311794 | val_loss: 0.0311909 | Time: 7255.98 ms [2022-04-28 04:33:16 main:574] : INFO : Epoch 2022 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 7335.65 ms [2022-04-28 04:33:23 main:574] : INFO : Epoch 2023 | loss: 0.0311775 | val_loss: 0.0311871 | Time: 7242.27 ms [2022-04-28 04:33:31 main:574] : INFO : Epoch 2024 | loss: 0.0311768 | val_loss: 0.0311873 | Time: 7673.76 ms [2022-04-28 04:33:38 main:574] : INFO : Epoch 2025 | loss: 0.0311772 | val_loss: 0.0311916 | Time: 7701.07 ms [2022-04-28 04:33:46 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 7357.02 ms [2022-04-28 04:33:53 main:574] : INFO : Epoch 2027 | loss: 0.0311787 | val_loss: 0.0311869 | Time: 7306.66 ms [2022-04-28 04:34:00 main:574] : INFO : Epoch 2028 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 7335.82 ms [2022-04-28 04:34:08 main:574] : INFO : Epoch 2029 | loss: 0.0311769 | val_loss: 0.0311882 | Time: 7442.16 ms [2022-04-28 04:34:15 main:574] : INFO : Epoch 2030 | loss: 0.0311788 | val_loss: 0.0311859 | Time: 7373.34 ms [2022-04-28 04:34:23 main:574] : INFO : Epoch 2031 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 7644.58 ms [2022-04-28 04:34:30 main:574] : INFO : Epoch 2032 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 7604.72 ms [2022-04-28 04:34:38 main:574] : INFO : Epoch 2033 | loss: 0.031178 | val_loss: 0.0311871 | Time: 7456.37 ms [2022-04-28 04:34:45 main:574] : INFO : Epoch 2034 | loss: 0.0311764 | val_loss: 0.0311867 | Time: 7334.96 ms [2022-04-28 04:34:53 main:574] : INFO : Epoch 2035 | loss: 0.0311766 | val_loss: 0.0311874 | Time: 7452.23 ms [2022-04-28 04:35:00 main:574] : INFO : Epoch 2036 | loss: 0.0311764 | val_loss: 0.0311876 | Time: 7710.46 ms [2022-04-28 04:35:08 main:574] : INFO : Epoch 2037 | loss: 0.031179 | val_loss: 0.0311902 | Time: 7947.96 ms [2022-04-28 04:35:16 main:574] : INFO : Epoch 2038 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 7322.61 ms [2022-04-28 04:35:23 main:574] : INFO : Epoch 2039 | loss: 0.0311767 | val_loss: 0.0311868 | Time: 7577.43 ms [2022-04-28 04:35:31 main:574] : INFO : Epoch 2040 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 7775.16 ms [2022-04-28 04:35:39 main:574] : INFO : Epoch 2041 | loss: 0.0311764 | val_loss: 0.031187 | Time: 7556.13 ms [2022-04-28 04:35:46 main:574] : INFO : Epoch 2042 | loss: 0.0311766 | val_loss: 0.0311877 | Time: 7496.45 ms [2022-04-28 04:35:53 main:574] : INFO : Epoch 2043 | loss: 0.0311784 | val_loss: 0.0311892 | Time: 7366.59 ms [2022-04-28 04:36:01 main:574] : INFO : Epoch 2044 | loss: 0.0311836 | val_loss: 0.0311976 | Time: 7340.62 ms [2022-04-28 04:36:09 main:574] : INFO : Epoch 2045 | loss: 0.0311855 | val_loss: 0.0311886 | Time: 7720.51 ms [2022-04-28 04:36:16 main:574] : INFO : Epoch 2046 | loss: 0.0311837 | val_loss: 0.0311887 | Time: 7395.93 ms [2022-04-28 04:36:23 main:574] : INFO : Epoch 2047 | loss: 0.0311836 | val_loss: 0.0311916 | Time: 7524.82 ms [2022-04-28 04:36:31 main:574] : INFO : Epoch 2048 | loss: 0.0311843 | val_loss: 0.0311898 | Time: 7767.48 ms [2022-04-28 04:36:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311898 [2022-04-28 04:36:31 main:603] : INFO : Saving end state to config to file [2022-04-28 04:36:31 main:608] : INFO : Success, exiting.. 04:36:31 (125808): 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)