Task 13257101
| Name | ParityModified-1647042434-32268-1-0_0 |
| Workunit | 10374526 |
| Created | 16 Mar 2022, 2:27:43 UTC |
| Sent | 22 Mar 2022, 6:18:55 UTC |
| Report deadline | 30 Mar 2022, 6:18:55 UTC |
| Received | 22 Mar 2022, 18:41:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 51 min 38 sec |
| CPU time | 3 hours 20 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.53 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311676 | val_loss: 0.0311647 | Time: 6540.91 ms [2022-03-22 23:44:45 main:574] : INFO : Epoch 1543 | loss: 0.0311608 | val_loss: 0.0311634 | Time: 6547.8 ms [2022-03-22 23:44:52 main:574] : INFO : Epoch 1544 | loss: 0.0311597 | val_loss: 0.0311622 | Time: 6539.03 ms [2022-03-22 23:44:58 main:574] : INFO : Epoch 1545 | loss: 0.0311601 | val_loss: 0.0311651 | Time: 6544.43 ms [2022-03-22 23:45:05 main:574] : INFO : Epoch 1546 | loss: 0.0311591 | val_loss: 0.0311625 | Time: 6541.65 ms [2022-03-22 23:45:11 main:574] : INFO : Epoch 1547 | loss: 0.0311574 | val_loss: 0.031162 | Time: 6543.24 ms [2022-03-22 23:45:18 main:574] : INFO : Epoch 1548 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 6523.28 ms [2022-03-22 23:45:24 main:574] : INFO : Epoch 1549 | loss: 0.0311734 | val_loss: 0.031173 | Time: 6545.85 ms [2022-03-22 23:45:31 main:574] : INFO : Epoch 1550 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 6584.15 ms [2022-03-22 23:45:38 main:574] : INFO : Epoch 1551 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 6534.95 ms [2022-03-22 23:45:44 main:574] : INFO : Epoch 1552 | loss: 0.0311748 | val_loss: 0.0311829 | Time: 6526.22 ms [2022-03-22 23:45:51 main:574] : INFO : Epoch 1553 | loss: 0.0311863 | val_loss: 0.0311824 | Time: 6543.21 ms [2022-03-22 23:45:57 main:574] : INFO : Epoch 1554 | loss: 0.0311848 | val_loss: 0.0311828 | Time: 6536.08 ms [2022-03-22 23:46:04 main:574] : INFO : Epoch 1555 | loss: 0.0311846 | val_loss: 0.0311831 | Time: 6527.8 ms [2022-03-22 23:46:10 main:574] : INFO : Epoch 1556 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 6532.53 ms [2022-03-22 23:46:17 main:574] : INFO : Epoch 1557 | loss: 0.0311914 | val_loss: 0.0311909 | Time: 6542.07 ms [2022-03-22 23:46:23 main:574] : INFO : Epoch 1558 | loss: 0.0311879 | val_loss: 0.0311821 | Time: 6526.47 ms [2022-03-22 23:46:30 main:574] : INFO : Epoch 1559 | loss: 0.0311843 | val_loss: 0.031181 | Time: 6533.93 ms [2022-03-22 23:46:36 main:574] : INFO : Epoch 1560 | loss: 0.031184 | val_loss: 0.0311783 | Time: 6549.49 ms [2022-03-22 23:46:43 main:574] : INFO : Epoch 1561 | loss: 0.031184 | val_loss: 0.0311801 | Time: 6545.87 ms [2022-03-22 23:46:50 main:574] : INFO : Epoch 1562 | loss: 0.0311879 | val_loss: 0.0311781 | Time: 6532.14 ms [2022-03-22 23:46:56 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311791 | Time: 6541.61 ms [2022-03-22 23:47:03 main:574] : INFO : Epoch 1564 | loss: 0.0311809 | val_loss: 0.031176 | Time: 6555.2 ms [2022-03-22 23:47:09 main:574] : INFO : Epoch 1565 | loss: 0.0311789 | val_loss: 0.0311742 | Time: 6522.63 ms [2022-03-22 23:47:16 main:574] : INFO : Epoch 1566 | loss: 0.0311784 | val_loss: 0.0311737 | Time: 6544.72 ms [2022-03-22 23:47:22 main:574] : INFO : Epoch 1567 | loss: 0.0311808 | val_loss: 0.0311763 | Time: 6553.63 ms [2022-03-22 23:47:29 main:574] : INFO : Epoch 1568 | loss: 0.0311775 | val_loss: 0.0311739 | Time: 6510.64 ms [2022-03-22 23:47:35 main:574] : INFO : Epoch 1569 | loss: 0.0311773 | val_loss: 0.0311717 | Time: 6536.7 ms [2022-03-22 23:47:42 main:574] : INFO : Epoch 1570 | loss: 0.0311753 | val_loss: 0.0311711 | Time: 6567.7 ms [2022-03-22 23:47:48 main:574] : INFO : Epoch 1571 | loss: 0.031178 | val_loss: 0.0311778 | Time: 6539.37 ms [2022-03-22 23:47:55 main:574] : INFO : Epoch 1572 | loss: 0.0311816 | val_loss: 0.0311761 | Time: 6521.27 ms [2022-03-22 23:48:02 main:574] : INFO : Epoch 1573 | loss: 0.0311759 | val_loss: 0.0311721 | Time: 6530.96 ms [2022-03-22 23:48:08 main:574] : INFO : Epoch 1574 | loss: 0.0311741 | val_loss: 0.0311711 | Time: 6548.25 ms [2022-03-22 23:48:15 main:574] : INFO : Epoch 1575 | loss: 0.0311748 | val_loss: 0.0311718 | Time: 6531.83 ms [2022-03-22 23:48:21 main:574] : INFO : Epoch 1576 | loss: 0.0311743 | val_loss: 0.0311754 | Time: 6528.6 ms [2022-03-22 23:48:28 main:574] : INFO : Epoch 1577 | loss: 0.0311749 | val_loss: 0.0311835 | Time: 6540.39 ms [2022-03-22 23:48:34 main:574] : INFO : Epoch 1578 | loss: 0.0311769 | val_loss: 0.0311718 | Time: 6517.89 ms [2022-03-22 23:48:41 main:574] : INFO : Epoch 1579 | loss: 0.0311734 | val_loss: 0.031171 | Time: 6577.27 ms [2022-03-22 23:48:47 main:574] : INFO : Epoch 1580 | loss: 0.0311711 | val_loss: 0.0311697 | Time: 6534.81 ms [2022-03-22 23:48:54 main:574] : INFO : Epoch 1581 | loss: 0.0311748 | val_loss: 0.0311734 | Time: 6523.26 ms [2022-03-22 23:49:00 main:574] : INFO : Epoch 1582 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 6545.97 ms [2022-03-22 23:49:07 main:574] : INFO : Epoch 1583 | loss: 0.0311751 | val_loss: 0.0311722 | Time: 6559.37 ms [2022-03-22 23:49:14 main:574] : INFO : Epoch 1584 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 6527.58 ms [2022-03-22 23:49:20 main:574] : INFO : Epoch 1585 | loss: 0.0311783 | val_loss: 0.031187 | Time: 6508.96 ms [2022-03-22 23:49:27 main:574] : INFO : Epoch 1586 | loss: 0.0311742 | val_loss: 0.0311713 | Time: 6543.08 ms [2022-03-22 23:49:33 main:574] : INFO : Epoch 1587 | loss: 0.031173 | val_loss: 0.0311686 | Time: 6543.3 ms [2022-03-22 23:49:40 main:574] : INFO : Epoch 1588 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 6511.18 ms [2022-03-22 23:49:46 main:574] : INFO : Epoch 1589 | loss: 0.0311685 | val_loss: 0.0311699 | Time: 6537.32 ms [2022-03-22 23:49:53 main:574] : INFO : Epoch 1590 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 6552.48 ms [2022-03-22 23:49:59 main:574] : INFO : Epoch 1591 | loss: 0.0311707 | val_loss: 0.0311682 | Time: 6524.93 ms [2022-03-22 23:50:06 main:574] : INFO : Epoch 1592 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 6540.3 ms [2022-03-22 23:50:12 main:574] : INFO : Epoch 1593 | loss: 0.031169 | val_loss: 0.0311707 | Time: 6533.29 ms [2022-03-22 23:50:19 main:574] : INFO : Epoch 1594 | loss: 0.0311716 | val_loss: 0.031179 | Time: 6533.18 ms [2022-03-22 23:50:25 main:574] : INFO : Epoch 1595 | loss: 0.0311707 | val_loss: 0.0311702 | Time: 6522.47 ms [2022-03-22 23:50:32 main:574] : INFO : Epoch 1596 | loss: 0.0311708 | val_loss: 0.0311687 | Time: 6545.63 ms [2022-03-22 23:50:39 main:574] : INFO : Epoch 1597 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 6536.39 ms [2022-03-22 23:50:45 main:574] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 6524.34 ms [2022-03-22 23:50:52 main:574] : INFO : Epoch 1599 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 6546.88 ms [2022-03-22 23:50:58 main:574] : INFO : Epoch 1600 | loss: 0.0311737 | val_loss: 0.0311692 | Time: 6557.18 ms [2022-03-22 23:51:05 main:574] : INFO : Epoch 1601 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 6529.24 ms [2022-03-22 23:51:11 main:574] : INFO : Epoch 1602 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 6542.31 ms [2022-03-22 23:51:18 main:574] : INFO : Epoch 1603 | loss: 0.0311675 | val_loss: 0.0311787 | Time: 6541.25 ms [2022-03-22 23:51:24 main:574] : INFO : Epoch 1604 | loss: 0.0311712 | val_loss: 0.0311718 | Time: 6541.83 ms [2022-03-22 23:51:31 main:574] : INFO : Epoch 1605 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 6528.5 ms [2022-03-22 23:51:37 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 6549.69 ms [2022-03-22 23:51:44 main:574] : INFO : Epoch 1607 | loss: 0.0311787 | val_loss: 0.0311747 | Time: 6537.09 ms [2022-03-22 23:51:50 main:574] : INFO : Epoch 1608 | loss: 0.031177 | val_loss: 0.0311718 | Time: 6514.71 ms [2022-03-22 23:51:57 main:574] : INFO : Epoch 1609 | loss: 0.0311723 | val_loss: 0.031169 | Time: 6555.9 ms [2022-03-22 23:52:04 main:574] : INFO : Epoch 1610 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 6547.64 ms [2022-03-22 23:52:10 main:574] : INFO : Epoch 1611 | loss: 0.0311737 | val_loss: 0.031171 | Time: 6520.51 ms [2022-03-22 23:52:17 main:574] : INFO : Epoch 1612 | loss: 0.0311735 | val_loss: 0.0311691 | Time: 6553.68 ms [2022-03-22 23:52:23 main:574] : INFO : Epoch 1613 | loss: 0.0311697 | val_loss: 0.0311718 | Time: 6544.78 ms [2022-03-22 23:52:30 main:574] : INFO : Epoch 1614 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 6536.2 ms [2022-03-22 23:52:36 main:574] : INFO : Epoch 1615 | loss: 0.0311685 | val_loss: 0.03117 | Time: 6610.08 ms [2022-03-22 23:52:43 main:574] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 6531.4 ms [2022-03-22 23:52:49 main:574] : INFO : Epoch 1617 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 6542.65 ms [2022-03-22 23:52:56 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311706 | Time: 6545.13 ms [2022-03-22 23:53:03 main:574] : INFO : Epoch 1619 | loss: 0.0311692 | val_loss: 0.0311714 | Time: 6549.1 ms [2022-03-22 23:53:09 main:574] : INFO : Epoch 1620 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 6532.03 ms [2022-03-22 23:53:16 main:574] : INFO : Epoch 1621 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 6517.15 ms [2022-03-22 23:53:22 main:574] : INFO : Epoch 1622 | loss: 0.0311673 | val_loss: 0.031174 | Time: 6536.74 ms [2022-03-22 23:53:29 main:574] : INFO : Epoch 1623 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 6548.26 ms [2022-03-22 23:53:35 main:574] : INFO : Epoch 1624 | loss: 0.0311972 | val_loss: 0.0311936 | Time: 6523.5 ms [2022-03-22 23:53:42 main:574] : INFO : Epoch 1625 | loss: 0.0312302 | val_loss: 0.0312722 | Time: 6533.14 ms [2022-03-22 23:53:48 main:574] : INFO : Epoch 1626 | loss: 0.031226 | val_loss: 0.0311959 | Time: 6543.7 ms [2022-03-22 23:53:55 main:574] : INFO : Epoch 1627 | loss: 0.0311966 | val_loss: 0.0311887 | Time: 6536.74 ms [2022-03-22 23:54:01 main:574] : INFO : Epoch 1628 | loss: 0.0311876 | val_loss: 0.0311863 | Time: 6528.02 ms [2022-03-22 23:54:08 main:574] : INFO : Epoch 1629 | loss: 0.0311853 | val_loss: 0.0311825 | Time: 6545.95 ms [2022-03-22 23:54:15 main:574] : INFO : Epoch 1630 | loss: 0.0311833 | val_loss: 0.0311804 | Time: 6559.02 ms [2022-03-22 23:54:21 main:574] : INFO : Epoch 1631 | loss: 0.0311861 | val_loss: 0.0311841 | Time: 6531 ms [2022-03-22 23:54:28 main:574] : INFO : Epoch 1632 | loss: 0.0311811 | val_loss: 0.0311789 | Time: 6535.44 ms [2022-03-22 23:54:34 main:574] : INFO : Epoch 1633 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 6528.44 ms [2022-03-22 23:54:41 main:574] : INFO : Epoch 1634 | loss: 0.031179 | val_loss: 0.0311802 | Time: 6528.88 ms [2022-03-22 23:54:47 main:574] : INFO : Epoch 1635 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 6586.65 ms [2022-03-22 23:54:54 main:574] : INFO : Epoch 1636 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 6538.86 ms [2022-03-22 23:55:00 main:574] : INFO : Epoch 1637 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 6531.26 ms [2022-03-22 23:55:07 main:574] : INFO : Epoch 1638 | loss: 0.0311849 | val_loss: 0.0311782 | Time: 6537.2 ms [2022-03-22 23:55:14 main:574] : INFO : Epoch 1639 | loss: 0.0311774 | val_loss: 0.0311761 | Time: 6554.41 ms [2022-03-22 23:55:20 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 6527.02 ms [2022-03-22 23:55:27 main:574] : INFO : Epoch 1641 | loss: 0.031178 | val_loss: 0.0311773 | Time: 6516.79 ms [2022-03-22 23:55:33 main:574] : INFO : Epoch 1642 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 6538.27 ms [2022-03-22 23:55:40 main:574] : INFO : Epoch 1643 | loss: 0.0311778 | val_loss: 0.0311773 | Time: 6542.42 ms [2022-03-22 23:55:46 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.0311748 | Time: 6518.05 ms [2022-03-22 23:55:53 main:574] : INFO : Epoch 1645 | loss: 0.0311811 | val_loss: 0.0311779 | Time: 6532.48 ms [2022-03-22 23:55:59 main:574] : INFO : Epoch 1646 | loss: 0.0311844 | val_loss: 0.0311844 | Time: 6542.37 ms [2022-03-22 23:56:06 main:574] : INFO : Epoch 1647 | loss: 0.0311862 | val_loss: 0.0311839 | Time: 6556.36 ms [2022-03-22 23:56:12 main:574] : INFO : Epoch 1648 | loss: 0.0311848 | val_loss: 0.0311803 | Time: 6552.61 ms [2022-03-22 23:56:19 main:574] : INFO : Epoch 1649 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 6538.41 ms [2022-03-22 23:56:25 main:574] : INFO : Epoch 1650 | loss: 0.031181 | val_loss: 0.0311794 | Time: 6533.31 ms [2022-03-22 23:56:32 main:574] : INFO : Epoch 1651 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 6537.74 ms [2022-03-22 23:56:39 main:574] : INFO : Epoch 1652 | loss: 0.0311818 | val_loss: 0.0311892 | Time: 6553.05 ms [2022-03-22 23:56:45 main:574] : INFO : Epoch 1653 | loss: 0.0311883 | val_loss: 0.0311852 | Time: 6534.6 ms [2022-03-22 23:56:52 main:574] : INFO : Epoch 1654 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 6533.61 ms [2022-03-22 23:56:58 main:574] : INFO : Epoch 1655 | loss: 0.031184 | val_loss: 0.0311927 | Time: 6548.16 ms [2022-03-22 23:57:05 main:574] : INFO : Epoch 1656 | loss: 0.0311822 | val_loss: 0.0311804 | Time: 6537.29 ms [2022-03-22 23:57:11 main:574] : INFO : Epoch 1657 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 6519.11 ms [2022-03-22 23:57:18 main:574] : INFO : Epoch 1658 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 6546.82 ms [2022-03-22 23:57:24 main:574] : INFO : Epoch 1659 | loss: 0.0311817 | val_loss: 0.0311828 | Time: 6540.68 ms [2022-03-22 23:57:31 main:574] : INFO : Epoch 1660 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 6516.57 ms [2022-03-22 23:57:37 main:574] : INFO : Epoch 1661 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 6552.26 ms [2022-03-22 23:57:44 main:574] : INFO : Epoch 1662 | loss: 0.0311818 | val_loss: 0.0311853 | Time: 6552.5 ms [2022-03-22 23:57:51 main:574] : INFO : Epoch 1663 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 6531.15 ms [2022-03-22 23:57:57 main:574] : INFO : Epoch 1664 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 6659.47 ms [2022-03-22 23:58:04 main:574] : INFO : Epoch 1665 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 6551.95 ms [2022-03-22 23:58:10 main:574] : INFO : Epoch 1666 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 6530.87 ms [2022-03-22 23:58:17 main:574] : INFO : Epoch 1667 | loss: 0.0311822 | val_loss: 0.0311796 | Time: 6518.61 ms [2022-03-22 23:58:59 main:574] : INFO : Epoch 1668 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 42382.9 ms [2022-03-22 23:59:06 main:574] : INFO : Epoch 1669 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 6548.86 ms [2022-03-22 23:59:13 main:574] : INFO : Epoch 1670 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 6490.19 ms [2022-03-22 23:59:19 main:574] : INFO : Epoch 1671 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 6534.47 ms [2022-03-22 23:59:26 main:574] : INFO : Epoch 1672 | loss: 0.031181 | val_loss: 0.0311803 | Time: 6543.38 ms [2022-03-22 23:59:53 main:574] : INFO : Epoch 1673 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 26651.3 ms [2022-03-22 23:59:59 main:574] : INFO : Epoch 1674 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 6522.77 ms [2022-03-23 00:00:06 main:574] : INFO : Epoch 1675 | loss: 0.031182 | val_loss: 0.0311801 | Time: 6552.85 ms [2022-03-23 00:00:13 main:574] : INFO : Epoch 1676 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 6516.32 ms [2022-03-23 00:00:19 main:574] : INFO : Epoch 1677 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 6522.91 ms [2022-03-23 00:00:26 main:574] : INFO : Epoch 1678 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 6522.21 ms [2022-03-23 00:00:32 main:574] : INFO : Epoch 1679 | loss: 0.0311831 | val_loss: 0.0311817 | Time: 6499.11 ms [2022-03-23 00:00:39 main:574] : INFO : Epoch 1680 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 6533.29 ms [2022-03-23 00:00:46 main:574] : INFO : Epoch 1681 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 6663.21 ms [2022-03-23 00:00:52 main:574] : INFO : Epoch 1682 | loss: 0.0311821 | val_loss: 0.0311816 | Time: 6501.19 ms [2022-03-23 00:00:59 main:574] : INFO : Epoch 1683 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 6521.63 ms [2022-03-23 00:01:05 main:574] : INFO : Epoch 1684 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 6521.99 ms [2022-03-23 00:01:12 main:574] : INFO : Epoch 1685 | loss: 0.0311789 | val_loss: 0.0311898 | Time: 6521.59 ms [2022-03-23 00:01:18 main:574] : INFO : Epoch 1686 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 6547.25 ms [2022-03-23 00:01:25 main:574] : INFO : Epoch 1687 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 6547.83 ms [2022-03-23 00:01:32 main:574] : INFO : Epoch 1688 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 6514.74 ms [2022-03-23 00:01:38 main:574] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.0311787 | Time: 6523.88 ms [2022-03-23 00:01:45 main:574] : INFO : Epoch 1690 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 6574.39 ms [2022-03-23 00:01:51 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311806 | Time: 6519.05 ms [2022-03-23 00:01:58 main:574] : INFO : Epoch 1692 | loss: 0.031178 | val_loss: 0.0311855 | Time: 6512.41 ms [2022-03-23 00:02:05 main:574] : INFO : Epoch 1693 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 6540.99 ms [2022-03-23 00:02:11 main:574] : INFO : Epoch 1694 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 6541.81 ms [2022-03-23 00:02:18 main:574] : INFO : Epoch 1695 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 6538.25 ms [2022-03-23 00:02:25 main:574] : INFO : Epoch 1696 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 6537.62 ms [2022-03-23 00:02:31 main:574] : INFO : Epoch 1697 | loss: 0.0311777 | val_loss: 0.0311909 | Time: 6537.16 ms [2022-03-23 00:02:38 main:574] : INFO : Epoch 1698 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 6516.44 ms [2022-03-23 00:02:44 main:574] : INFO : Epoch 1699 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 6525.19 ms [2022-03-23 00:02:51 main:574] : INFO : Epoch 1700 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 6528.68 ms [2022-03-23 00:02:57 main:574] : INFO : Epoch 1701 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 6507.02 ms [2022-03-23 00:03:04 main:574] : INFO : Epoch 1702 | loss: 0.0311753 | val_loss: 0.0311888 | Time: 6530.78 ms [2022-03-23 00:03:11 main:574] : INFO : Epoch 1703 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 6530.14 ms [2022-03-23 00:03:17 main:574] : INFO : Epoch 1704 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 6503.41 ms [2022-03-23 00:03:24 main:574] : INFO : Epoch 1705 | loss: 0.0311779 | val_loss: 0.031182 | Time: 6539.77 ms [2022-03-23 00:03:31 main:574] : INFO : Epoch 1706 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 6547.53 ms [2022-03-23 00:03:37 main:574] : INFO : Epoch 1707 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 6502.99 ms [2022-03-23 00:03:44 main:574] : INFO : Epoch 1708 | loss: 0.031177 | val_loss: 0.0311845 | Time: 6570.15 ms [2022-03-23 00:03:51 main:574] : INFO : Epoch 1709 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 6521.23 ms [2022-03-23 00:03:57 main:574] : INFO : Epoch 1710 | loss: 0.0311752 | val_loss: 0.0311881 | Time: 6528.41 ms [2022-03-23 00:04:04 main:574] : INFO : Epoch 1711 | loss: 0.0311757 | val_loss: 0.031181 | Time: 6528.42 ms [2022-03-23 00:04:10 main:574] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.0311852 | Time: 6525.24 ms [2022-03-23 00:04:17 main:574] : INFO : Epoch 1713 | loss: 0.0311802 | val_loss: 0.0311841 | Time: 6520.84 ms [2022-03-23 00:04:23 main:574] : INFO : Epoch 1714 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 6539.97 ms [2022-03-23 00:04:30 main:574] : INFO : Epoch 1715 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 6534.14 ms [2022-03-23 00:04:36 main:574] : INFO : Epoch 1716 | loss: 0.0311801 | val_loss: 0.0311906 | Time: 6523.25 ms [2022-03-23 00:04:43 main:574] : INFO : Epoch 1717 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 6521.07 ms [2022-03-23 00:04:50 main:574] : INFO : Epoch 1718 | loss: 0.031178 | val_loss: 0.0311784 | Time: 6530.11 ms [2022-03-23 00:04:56 main:574] : INFO : Epoch 1719 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 6548.46 ms [2022-03-23 00:05:03 main:574] : INFO : Epoch 1720 | loss: 0.031174 | val_loss: 0.0311866 | Time: 6503.55 ms [2022-03-23 00:05:09 main:574] : INFO : Epoch 1721 | loss: 0.031176 | val_loss: 0.0311815 | Time: 6540.73 ms [2022-03-23 00:05:16 main:574] : INFO : Epoch 1722 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 6535.05 ms [2022-03-23 00:05:22 main:574] : INFO : Epoch 1723 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 6518.1 ms [2022-03-23 00:05:29 main:574] : INFO : Epoch 1724 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 6520.56 ms [2022-03-23 00:05:35 main:574] : INFO : Epoch 1725 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 6546.03 ms [2022-03-23 00:05:42 main:574] : INFO : Epoch 1726 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 6525.61 ms [2022-03-23 00:05:49 main:574] : INFO : Epoch 1727 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 6529.3 ms [2022-03-23 00:05:55 main:574] : INFO : Epoch 1728 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 6539.33 ms [2022-03-23 00:06:02 main:574] : INFO : Epoch 1729 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 6536.5 ms [2022-03-23 00:06:08 main:574] : INFO : Epoch 1730 | loss: 0.031181 | val_loss: 0.0311826 | Time: 6527.27 ms [2022-03-23 00:06:15 main:574] : INFO : Epoch 1731 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 6546.01 ms [2022-03-23 00:06:21 main:574] : INFO : Epoch 1732 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 6533.33 ms [2022-03-23 00:06:28 main:574] : INFO : Epoch 1733 | loss: 0.0311745 | val_loss: 0.031178 | Time: 6520.88 ms [2022-03-23 00:06:35 main:574] : INFO : Epoch 1734 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 6535.55 ms [2022-03-23 00:06:41 main:574] : INFO : Epoch 1735 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 6537.04 ms [2022-03-23 00:06:48 main:574] : INFO : Epoch 1736 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 6510.01 ms [2022-03-23 00:06:54 main:574] : INFO : Epoch 1737 | loss: 0.0311767 | val_loss: 0.031179 | Time: 6531.92 ms [2022-03-23 00:07:01 main:574] : INFO : Epoch 1738 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 6528.61 ms [2022-03-23 00:07:08 main:574] : INFO : Epoch 1739 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 6520.5 ms [2022-03-23 00:07:14 main:574] : INFO : Epoch 1740 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 6527.87 ms [2022-03-23 00:07:21 main:574] : INFO : Epoch 1741 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 6533.87 ms [2022-03-23 00:07:27 main:574] : INFO : Epoch 1742 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 6544.57 ms [2022-03-23 00:07:34 main:574] : INFO : Epoch 1743 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 6517.59 ms [2022-03-23 00:07:40 main:574] : INFO : Epoch 1744 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 6548.31 ms [2022-03-23 00:07:47 main:574] : INFO : Epoch 1745 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 6535.94 ms [2022-03-23 00:07:53 main:574] : INFO : Epoch 1746 | loss: 0.031174 | val_loss: 0.0311772 | Time: 6510.02 ms [2022-03-23 00:08:00 main:574] : INFO : Epoch 1747 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 6546.7 ms [2022-03-23 00:08:07 main:574] : INFO : Epoch 1748 | loss: 0.031175 | val_loss: 0.0311865 | Time: 6537.7 ms [2022-03-23 00:08:13 main:574] : INFO : Epoch 1749 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 6538.65 ms [2022-03-23 00:08:20 main:574] : INFO : Epoch 1750 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 6524.75 ms [2022-03-23 00:08:26 main:574] : INFO : Epoch 1751 | loss: 0.031173 | val_loss: 0.0311798 | Time: 6524.45 ms [2022-03-23 00:08:33 main:574] : INFO : Epoch 1752 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 6538.11 ms [2022-03-23 00:08:39 main:574] : INFO : Epoch 1753 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 6519.87 ms [2022-03-23 00:08:46 main:574] : INFO : Epoch 1754 | loss: 0.0311723 | val_loss: 0.031182 | Time: 6545.46 ms [2022-03-23 00:08:52 main:574] : INFO : Epoch 1755 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 6522.18 ms [2022-03-23 00:08:59 main:574] : INFO : Epoch 1756 | loss: 0.031174 | val_loss: 0.0311815 | Time: 6524.91 ms [2022-03-23 00:09:05 main:574] : INFO : Epoch 1757 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 6539.93 ms [2022-03-23 00:09:12 main:574] : INFO : Epoch 1758 | loss: 0.0311709 | val_loss: 0.0311787 | Time: 6533.4 ms [2022-03-23 00:09:18 main:574] : INFO : Epoch 1759 | loss: 0.0311725 | val_loss: 0.0311938 | Time: 6523.79 ms [2022-03-23 00:09:25 main:574] : INFO : Epoch 1760 | loss: 0.0311785 | val_loss: 0.0311813 | Time: 6517.44 ms [2022-03-23 00:09:31 main:574] : INFO : Epoch 1761 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 6538.59 ms [2022-03-23 00:09:38 main:574] : INFO : Epoch 1762 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 6543.83 ms [2022-03-23 00:09:45 main:574] : INFO : Epoch 1763 | loss: 0.031173 | val_loss: 0.0311891 | Time: 6513.3 ms [2022-03-23 00:09:51 main:574] : INFO : Epoch 1764 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 6526.23 ms [2022-03-23 00:09:58 main:574] : INFO : Epoch 1765 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 6539.02 ms [2022-03-23 00:10:04 main:574] : INFO : Epoch 1766 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 6519.37 ms [2022-03-23 00:10:11 main:574] : INFO : Epoch 1767 | loss: 0.0311739 | val_loss: 0.0311914 | Time: 6537.21 ms [2022-03-23 00:10:17 main:574] : INFO : Epoch 1768 | loss: 0.0311775 | val_loss: 0.031186 | Time: 6562.9 ms [2022-03-23 00:10:24 main:574] : INFO : Epoch 1769 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 6527.08 ms [2022-03-23 00:10:30 main:574] : INFO : Epoch 1770 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 6529.57 ms [2022-03-23 00:10:37 main:574] : INFO : Epoch 1771 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 6536.1 ms [2022-03-23 00:10:43 main:574] : INFO : Epoch 1772 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 6523.84 ms [2022-03-23 00:10:50 main:574] : INFO : Epoch 1773 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 6537.13 ms [2022-03-23 00:10:57 main:574] : INFO : Epoch 1774 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 6647.6 ms [2022-03-23 00:11:03 main:574] : INFO : Epoch 1775 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 6614.2 ms [2022-03-23 00:11:10 main:574] : INFO : Epoch 1776 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 6585.87 ms [2022-03-23 00:11:16 main:574] : INFO : Epoch 1777 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 6540.54 ms [2022-03-23 00:11:23 main:574] : INFO : Epoch 1778 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 6548.81 ms [2022-03-23 00:11:29 main:574] : INFO : Epoch 1779 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 6514.76 ms [2022-03-23 00:11:36 main:574] : INFO : Epoch 1780 | loss: 0.0311733 | val_loss: 0.0311811 | Time: 6527.18 ms [2022-03-23 00:11:42 main:574] : INFO : Epoch 1781 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 6551.27 ms [2022-03-23 00:11:49 main:574] : INFO : Epoch 1782 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 6527.87 ms [2022-03-23 00:11:56 main:574] : INFO : Epoch 1783 | loss: 0.0311741 | val_loss: 0.0311912 | Time: 6521.91 ms [2022-03-23 00:12:02 main:574] : INFO : Epoch 1784 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 6531.11 ms [2022-03-23 00:12:09 main:574] : INFO : Epoch 1785 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 6529.05 ms [2022-03-23 00:12:15 main:574] : INFO : Epoch 1786 | loss: 0.0311732 | val_loss: 0.031177 | Time: 6544.2 ms [2022-03-23 00:12:22 main:574] : INFO : Epoch 1787 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 6537.18 ms [2022-03-23 00:12:28 main:574] : INFO : Epoch 1788 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 6534.06 ms [2022-03-23 00:12:35 main:574] : INFO : Epoch 1789 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 6516.55 ms [2022-03-23 00:12:41 main:574] : INFO : Epoch 1790 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 6536.21 ms [2022-03-23 00:12:48 main:574] : INFO : Epoch 1791 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 6533.17 ms [2022-03-23 00:12:54 main:574] : INFO : Epoch 1792 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 6519.37 ms [2022-03-23 00:13:01 main:574] : INFO : Epoch 1793 | loss: 0.031172 | val_loss: 0.0311758 | Time: 6532.78 ms [2022-03-23 00:13:07 main:574] : INFO : Epoch 1794 | loss: 0.0311727 | val_loss: 0.031177 | Time: 6540.84 ms [2022-03-23 00:13:14 main:574] : INFO : Epoch 1795 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 6523.19 ms [2022-03-23 00:13:20 main:574] : INFO : Epoch 1796 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 6525.74 ms [2022-03-23 00:13:27 main:574] : INFO : Epoch 1797 | loss: 0.0311689 | val_loss: 0.031179 | Time: 6539.68 ms [2022-03-23 00:13:34 main:574] : INFO : Epoch 1798 | loss: 0.0311703 | val_loss: 0.0311867 | Time: 6542.75 ms [2022-03-23 00:13:40 main:574] : INFO : Epoch 1799 | loss: 0.031173 | val_loss: 0.0311885 | Time: 6531.31 ms [2022-03-23 00:13:47 main:574] : INFO : Epoch 1800 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 6541.24 ms [2022-03-23 00:13:53 main:574] : INFO : Epoch 1801 | loss: 0.031169 | val_loss: 0.0311775 | Time: 6535.83 ms [2022-03-23 00:14:00 main:574] : INFO : Epoch 1802 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 6533.73 ms [2022-03-23 00:14:06 main:574] : INFO : Epoch 1803 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 6530.89 ms [2022-03-23 00:14:13 main:574] : INFO : Epoch 1804 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 6533.12 ms [2022-03-23 00:14:19 main:574] : INFO : Epoch 1805 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 6531.56 ms [2022-03-23 00:14:26 main:574] : INFO : Epoch 1806 | loss: 0.0311688 | val_loss: 0.0311776 | Time: 6529.54 ms [2022-03-23 00:14:32 main:574] : INFO : Epoch 1807 | loss: 0.0311686 | val_loss: 0.0311781 | Time: 6529.65 ms [2022-03-23 00:14:39 main:574] : INFO : Epoch 1808 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 6543.51 ms [2022-03-23 00:14:45 main:574] : INFO : Epoch 1809 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 6519.61 ms [2022-03-23 00:14:52 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311824 | Time: 6548.38 ms [2022-03-23 00:14:59 main:574] : INFO : Epoch 1811 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 6533.13 ms [2022-03-23 00:15:05 main:574] : INFO : Epoch 1812 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 6521.82 ms [2022-03-23 00:15:12 main:574] : INFO : Epoch 1813 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 6539.43 ms [2022-03-23 00:15:18 main:574] : INFO : Epoch 1814 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 6534.75 ms [2022-03-23 00:15:25 main:574] : INFO : Epoch 1815 | loss: 0.031169 | val_loss: 0.031178 | Time: 6522.94 ms [2022-03-23 00:15:31 main:574] : INFO : Epoch 1816 | loss: 0.0311704 | val_loss: 0.0311822 | Time: 6525.1 ms [2022-03-23 00:15:38 main:574] : INFO : Epoch 1817 | loss: 0.0311687 | val_loss: 0.031176 | Time: 6540.26 ms [2022-03-23 00:15:44 main:574] : INFO : Epoch 1818 | loss: 0.0311697 | val_loss: 0.0311849 | Time: 6545.13 ms [2022-03-23 00:15:51 main:574] : INFO : Epoch 1819 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 6515.43 ms [2022-03-23 00:15:57 main:574] : INFO : Epoch 1820 | loss: 0.031167 | val_loss: 0.0311802 | Time: 6546.82 ms [2022-03-23 00:16:04 main:574] : INFO : Epoch 1821 | loss: 0.0311695 | val_loss: 0.0311869 | Time: 6554.66 ms [2022-03-23 00:16:11 main:574] : INFO : Epoch 1822 | loss: 0.0311712 | val_loss: 0.0311878 | Time: 6534.27 ms [2022-03-23 00:16:17 main:574] : INFO : Epoch 1823 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 6526.35 ms [2022-03-23 00:16:24 main:574] : INFO : Epoch 1824 | loss: 0.0311675 | val_loss: 0.031179 | Time: 6533.47 ms [2022-03-23 00:16:30 main:574] : INFO : Epoch 1825 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 6524.1 ms [2022-03-23 00:16:37 main:574] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 6538.57 ms [2022-03-23 00:16:43 main:574] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 6547.53 ms [2022-03-23 00:16:50 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 6534.01 ms [2022-03-23 00:16:56 main:574] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.031176 | Time: 6513.33 ms [2022-03-23 00:17:03 main:574] : INFO : Epoch 1830 | loss: 0.0311684 | val_loss: 0.03118 | Time: 6550.75 ms [2022-03-23 00:17:09 main:574] : INFO : Epoch 1831 | loss: 0.0311708 | val_loss: 0.03118 | Time: 6537.61 ms [2022-03-23 00:17:16 main:574] : INFO : Epoch 1832 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 6516.09 ms [2022-03-23 00:17:22 main:574] : INFO : Epoch 1833 | loss: 0.0311686 | val_loss: 0.031177 | Time: 6533.74 ms [2022-03-23 00:17:29 main:574] : INFO : Epoch 1834 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 6540.14 ms [2022-03-23 00:17:36 main:574] : INFO : Epoch 1835 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 6514.71 ms [2022-03-23 00:17:42 main:574] : INFO : Epoch 1836 | loss: 0.0311669 | val_loss: 0.0311873 | Time: 6536.75 ms [2022-03-23 00:17:49 main:574] : INFO : Epoch 1837 | loss: 0.0311678 | val_loss: 0.0311855 | Time: 6535.64 ms [2022-03-23 00:17:55 main:574] : INFO : Epoch 1838 | loss: 0.0311678 | val_loss: 0.031181 | Time: 6554.07 ms [2022-03-23 00:18:02 main:574] : INFO : Epoch 1839 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 6522.44 ms [2022-03-23 00:18:08 main:574] : INFO : Epoch 1840 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 6539.86 ms [2022-03-23 00:18:15 main:574] : INFO : Epoch 1841 | loss: 0.0311679 | val_loss: 0.031178 | Time: 6569.7 ms [2022-03-23 00:18:21 main:574] : INFO : Epoch 1842 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 6531.45 ms [2022-03-23 00:18:28 main:574] : INFO : Epoch 1843 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 6583.46 ms [2022-03-23 00:18:34 main:574] : INFO : Epoch 1844 | loss: 0.0311679 | val_loss: 0.0311785 | Time: 6535.7 ms [2022-03-23 00:18:41 main:574] : INFO : Epoch 1845 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 6529.84 ms [2022-03-23 00:18:48 main:574] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 6549.36 ms [2022-03-23 00:18:54 main:574] : INFO : Epoch 1847 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 6526.37 ms [2022-03-23 00:19:01 main:574] : INFO : Epoch 1848 | loss: 0.0311653 | val_loss: 0.0311806 | Time: 6527.09 ms [2022-03-23 00:19:07 main:574] : INFO : Epoch 1849 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 6533.92 ms [2022-03-23 00:19:14 main:574] : INFO : Epoch 1850 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 6543.87 ms [2022-03-23 00:19:20 main:574] : INFO : Epoch 1851 | loss: 0.0311677 | val_loss: 0.031176 | Time: 6528.67 ms [2022-03-23 00:19:27 main:574] : INFO : Epoch 1852 | loss: 0.031166 | val_loss: 0.0311749 | Time: 6531.68 ms [2022-03-23 00:19:33 main:574] : INFO : Epoch 1853 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 6543.79 ms [2022-03-23 00:19:40 main:574] : INFO : Epoch 1854 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 6538.03 ms [2022-03-23 00:19:46 main:574] : INFO : Epoch 1855 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 6519.34 ms [2022-03-23 00:19:53 main:574] : INFO : Epoch 1856 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 6540.84 ms [2022-03-23 00:19:59 main:574] : INFO : Epoch 1857 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 6538.46 ms [2022-03-23 00:20:06 main:574] : INFO : Epoch 1858 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 6525.73 ms [2022-03-23 00:20:13 main:574] : INFO : Epoch 1859 | loss: 0.0311661 | val_loss: 0.0311821 | Time: 6548.82 ms [2022-03-23 00:20:19 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311816 | Time: 6525.48 ms [2022-03-23 00:20:26 main:574] : INFO : Epoch 1861 | loss: 0.031167 | val_loss: 0.0311762 | Time: 6532.63 ms [2022-03-23 00:20:32 main:574] : INFO : Epoch 1862 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 6529.05 ms [2022-03-23 00:20:39 main:574] : INFO : Epoch 1863 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 6555.14 ms [2022-03-23 00:20:45 main:574] : INFO : Epoch 1864 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 6523.71 ms [2022-03-23 00:20:52 main:574] : INFO : Epoch 1865 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 6521.61 ms [2022-03-23 00:20:58 main:574] : INFO : Epoch 1866 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 6552.77 ms [2022-03-23 00:21:05 main:574] : INFO : Epoch 1867 | loss: 0.031165 | val_loss: 0.0311796 | Time: 6531.21 ms [2022-03-23 00:21:11 main:574] : INFO : Epoch 1868 | loss: 0.031164 | val_loss: 0.0311765 | Time: 6516.19 ms [2022-03-23 00:21:18 main:574] : INFO : Epoch 1869 | loss: 0.0311643 | val_loss: 0.031175 | Time: 6541.95 ms [2022-03-23 00:21:24 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 6542.73 ms [2022-03-23 00:21:31 main:574] : INFO : Epoch 1871 | loss: 0.0311651 | val_loss: 0.0311787 | Time: 6524.38 ms [2022-03-23 00:21:38 main:574] : INFO : Epoch 1872 | loss: 0.0311663 | val_loss: 0.0311778 | Time: 6518.52 ms [2022-03-23 00:21:44 main:574] : INFO : Epoch 1873 | loss: 0.0311663 | val_loss: 0.031184 | Time: 6537.8 ms [2022-03-23 00:21:51 main:574] : INFO : Epoch 1874 | loss: 0.031167 | val_loss: 0.0311796 | Time: 6542.66 ms [2022-03-23 00:21:57 main:574] : INFO : Epoch 1875 | loss: 0.031165 | val_loss: 0.031179 | Time: 6521.08 ms [2022-03-23 00:22:04 main:574] : INFO : Epoch 1876 | loss: 0.0311672 | val_loss: 0.0311796 | Time: 6537.56 ms [2022-03-23 00:22:10 main:574] : INFO : Epoch 1877 | loss: 0.0311624 | val_loss: 0.0311775 | Time: 6531.25 ms [2022-03-23 00:22:17 main:574] : INFO : Epoch 1878 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 6529.69 ms [2022-03-23 00:22:23 main:574] : INFO : Epoch 1879 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 6537.76 ms [2022-03-23 00:22:30 main:574] : INFO : Epoch 1880 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 6541.47 ms [2022-03-23 00:22:36 main:574] : INFO : Epoch 1881 | loss: 0.0311626 | val_loss: 0.0311808 | Time: 6528.46 ms [2022-03-23 00:22:43 main:574] : INFO : Epoch 1882 | loss: 0.0311632 | val_loss: 0.0311802 | Time: 6538.17 ms [2022-03-23 00:22:49 main:574] : INFO : Epoch 1883 | loss: 0.0311632 | val_loss: 0.0311819 | Time: 6530.93 ms [2022-03-23 00:22:56 main:574] : INFO : Epoch 1884 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 6536.93 ms [2022-03-23 00:23:03 main:574] : INFO : Epoch 1885 | loss: 0.0311637 | val_loss: 0.0311792 | Time: 6526.55 ms [2022-03-23 00:23:09 main:574] : INFO : Epoch 1886 | loss: 0.0311618 | val_loss: 0.0311799 | Time: 6543.29 ms [2022-03-23 00:23:16 main:574] : INFO : Epoch 1887 | loss: 0.0311639 | val_loss: 0.031179 | Time: 6537.61 ms [2022-03-23 00:23:22 main:574] : INFO : Epoch 1888 | loss: 0.0311638 | val_loss: 0.0311852 | Time: 6512.29 ms [2022-03-23 00:23:29 main:574] : INFO : Epoch 1889 | loss: 0.0311682 | val_loss: 0.0311845 | Time: 6544.57 ms [2022-03-23 00:23:35 main:574] : INFO : Epoch 1890 | loss: 0.031195 | val_loss: 0.031245 | Time: 6541.45 ms [2022-03-23 00:23:42 main:574] : INFO : Epoch 1891 | loss: 0.0348448 | val_loss: 0.0385986 | Time: 6514.41 ms [2022-03-23 00:23:48 main:574] : INFO : Epoch 1892 | loss: 0.0330458 | val_loss: 0.0319049 | Time: 6520.68 ms [2022-03-23 00:23:55 main:574] : INFO : Epoch 1893 | loss: 0.0315075 | val_loss: 0.0313033 | Time: 6535.21 ms [2022-03-23 00:24:01 main:574] : INFO : Epoch 1894 | loss: 0.0312768 | val_loss: 0.0312489 | Time: 6536.33 ms [2022-03-23 00:24:08 main:574] : INFO : Epoch 1895 | loss: 0.0312449 | val_loss: 0.0312346 | Time: 6529.56 ms [2022-03-23 00:24:14 main:574] : INFO : Epoch 1896 | loss: 0.0312294 | val_loss: 0.0312189 | Time: 6539.18 ms [2022-03-23 00:24:21 main:574] : INFO : Epoch 1897 | loss: 0.0312144 | val_loss: 0.0312038 | Time: 6547.35 ms [2022-03-23 00:24:27 main:574] : INFO : Epoch 1898 | loss: 0.031202 | val_loss: 0.0311923 | Time: 6519.9 ms [2022-03-23 00:24:34 main:574] : INFO : Epoch 1899 | loss: 0.0311923 | val_loss: 0.0311861 | Time: 6535.26 ms [2022-03-23 00:24:41 main:574] : INFO : Epoch 1900 | loss: 0.0311883 | val_loss: 0.0311833 | Time: 6564.05 ms [2022-03-23 00:24:47 main:574] : INFO : Epoch 1901 | loss: 0.0311879 | val_loss: 0.0311841 | Time: 6554.67 ms [2022-03-23 00:24:54 main:574] : INFO : Epoch 1902 | loss: 0.0311866 | val_loss: 0.0311826 | Time: 6541.08 ms [2022-03-23 00:25:00 main:574] : INFO : Epoch 1903 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 6549.66 ms [2022-03-23 00:25:07 main:574] : INFO : Epoch 1904 | loss: 0.0311877 | val_loss: 0.0311837 | Time: 6532.67 ms [2022-03-23 00:25:13 main:574] : INFO : Epoch 1905 | loss: 0.0311882 | val_loss: 0.0311825 | Time: 6536.13 ms [2022-03-23 00:25:20 main:574] : INFO : Epoch 1906 | loss: 0.0311864 | val_loss: 0.03119 | Time: 6546.55 ms [2022-03-23 00:25:26 main:574] : INFO : Epoch 1907 | loss: 0.0311858 | val_loss: 0.031181 | Time: 6539.45 ms [2022-03-23 00:25:33 main:574] : INFO : Epoch 1908 | loss: 0.0311836 | val_loss: 0.0311793 | Time: 6522.74 ms [2022-03-23 00:25:40 main:574] : INFO : Epoch 1909 | loss: 0.031183 | val_loss: 0.0311807 | Time: 6532 ms [2022-03-23 00:25:46 main:574] : INFO : Epoch 1910 | loss: 0.0311825 | val_loss: 0.0311789 | Time: 6540.12 ms [2022-03-23 00:25:53 main:574] : INFO : Epoch 1911 | loss: 0.0311822 | val_loss: 0.0311795 | Time: 6522.27 ms [2022-03-23 00:25:59 main:574] : INFO : Epoch 1912 | loss: 0.0311803 | val_loss: 0.0311774 | Time: 6655.62 ms [2022-03-23 00:26:06 main:574] : INFO : Epoch 1913 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 6544.75 ms [2022-03-23 00:26:12 main:574] : INFO : Epoch 1914 | loss: 0.0311774 | val_loss: 0.0311761 | Time: 6521.91 ms [2022-03-23 00:26:19 main:574] : INFO : Epoch 1915 | loss: 0.0311764 | val_loss: 0.0311788 | Time: 6537.1 ms [2022-03-23 00:26:25 main:574] : INFO : Epoch 1916 | loss: 0.0311753 | val_loss: 0.0311731 | Time: 6526.27 ms [2022-03-23 00:26:32 main:574] : INFO : Epoch 1917 | loss: 0.0311741 | val_loss: 0.031172 | Time: 6530.61 ms [2022-03-23 00:26:38 main:574] : INFO : Epoch 1918 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 6542.27 ms [2022-03-23 00:26:45 main:574] : INFO : Epoch 1919 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 6529.6 ms [2022-03-23 00:26:52 main:574] : INFO : Epoch 1920 | loss: 0.0311737 | val_loss: 0.0311717 | Time: 6527.47 ms [2022-03-23 00:26:58 main:574] : INFO : Epoch 1921 | loss: 0.0311732 | val_loss: 0.031172 | Time: 6511.47 ms [2022-03-23 00:27:05 main:574] : INFO : Epoch 1922 | loss: 0.0311761 | val_loss: 0.0311717 | Time: 6547.09 ms [2022-03-23 00:27:11 main:574] : INFO : Epoch 1923 | loss: 0.0311782 | val_loss: 0.0311756 | Time: 6532.09 ms [2022-03-23 00:27:18 main:574] : INFO : Epoch 1924 | loss: 0.0311745 | val_loss: 0.0311715 | Time: 6520.23 ms [2022-03-23 00:27:24 main:574] : INFO : Epoch 1925 | loss: 0.031173 | val_loss: 0.0311723 | Time: 6530.7 ms [2022-03-23 00:27:31 main:574] : INFO : Epoch 1926 | loss: 0.0311726 | val_loss: 0.0311729 | Time: 6534.9 ms [2022-03-23 00:27:37 main:574] : INFO : Epoch 1927 | loss: 0.0311729 | val_loss: 0.0311715 | Time: 6524.37 ms [2022-03-23 00:27:44 main:574] : INFO : Epoch 1928 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 6525.76 ms [2022-03-23 00:27:50 main:574] : INFO : Epoch 1929 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 6540.54 ms [2022-03-23 00:27:57 main:574] : INFO : Epoch 1930 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 6548.04 ms [2022-03-23 00:28:03 main:574] : INFO : Epoch 1931 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 6518.89 ms [2022-03-23 00:28:10 main:574] : INFO : Epoch 1932 | loss: 0.0311717 | val_loss: 0.0311732 | Time: 6536.84 ms [2022-03-23 00:28:17 main:574] : INFO : Epoch 1933 | loss: 0.031172 | val_loss: 0.0311812 | Time: 6544.78 ms [2022-03-23 00:28:23 main:574] : INFO : Epoch 1934 | loss: 0.0311746 | val_loss: 0.0311738 | Time: 6530.75 ms [2022-03-23 00:28:30 main:574] : INFO : Epoch 1935 | loss: 0.0311756 | val_loss: 0.0311735 | Time: 6538.27 ms [2022-03-23 00:28:36 main:574] : INFO : Epoch 1936 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 6527.15 ms [2022-03-23 00:28:43 main:574] : INFO : Epoch 1937 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 6535.88 ms [2022-03-23 00:28:49 main:574] : INFO : Epoch 1938 | loss: 0.0311732 | val_loss: 0.0311727 | Time: 6533.93 ms [2022-03-23 00:28:56 main:574] : INFO : Epoch 1939 | loss: 0.0311725 | val_loss: 0.0311727 | Time: 6550.7 ms [2022-03-23 00:29:02 main:574] : INFO : Epoch 1940 | loss: 0.031171 | val_loss: 0.0311725 | Time: 6529.54 ms [2022-03-23 00:29:09 main:574] : INFO : Epoch 1941 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 6502.28 ms [2022-03-23 00:29:15 main:574] : INFO : Epoch 1942 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 6528.98 ms [2022-03-23 00:29:22 main:574] : INFO : Epoch 1943 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 6536.65 ms [2022-03-23 00:29:28 main:574] : INFO : Epoch 1944 | loss: 0.0311739 | val_loss: 0.0311761 | Time: 6513.82 ms [2022-03-23 00:29:35 main:574] : INFO : Epoch 1945 | loss: 0.0311715 | val_loss: 0.0311751 | Time: 6545.27 ms [2022-03-23 00:29:41 main:574] : INFO : Epoch 1946 | loss: 0.0311747 | val_loss: 0.0311736 | Time: 6532.57 ms [2022-03-23 00:29:48 main:574] : INFO : Epoch 1947 | loss: 0.0311696 | val_loss: 0.0311714 | Time: 6521.8 ms [2022-03-23 00:29:55 main:574] : INFO : Epoch 1948 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 6531.23 ms [2022-03-23 00:30:01 main:574] : INFO : Epoch 1949 | loss: 0.0311686 | val_loss: 0.0311714 | Time: 6527.88 ms [2022-03-23 00:30:08 main:574] : INFO : Epoch 1950 | loss: 0.031168 | val_loss: 0.0311726 | Time: 6545.97 ms [2022-03-23 00:30:14 main:574] : INFO : Epoch 1951 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 6507.52 ms [2022-03-23 00:30:21 main:574] : INFO : Epoch 1952 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 6533.89 ms [2022-03-23 00:30:27 main:574] : INFO : Epoch 1953 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 6539.06 ms [2022-03-23 00:30:34 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 6511.79 ms [2022-03-23 00:30:40 main:574] : INFO : Epoch 1955 | loss: 0.0311711 | val_loss: 0.0311721 | Time: 6537.66 ms [2022-03-23 00:30:47 main:574] : INFO : Epoch 1956 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 6532.69 ms [2022-03-23 00:30:53 main:574] : INFO : Epoch 1957 | loss: 0.0311692 | val_loss: 0.031176 | Time: 6520.21 ms [2022-03-23 00:31:00 main:574] : INFO : Epoch 1958 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 6557.55 ms [2022-03-23 00:31:06 main:574] : INFO : Epoch 1959 | loss: 0.0311671 | val_loss: 0.0311697 | Time: 6539.11 ms [2022-03-23 00:31:13 main:574] : INFO : Epoch 1960 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 6533.02 ms [2022-03-23 00:31:20 main:574] : INFO : Epoch 1961 | loss: 0.031169 | val_loss: 0.0311698 | Time: 6522.84 ms [2022-03-23 00:31:26 main:574] : INFO : Epoch 1962 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 6546.55 ms [2022-03-23 00:31:33 main:574] : INFO : Epoch 1963 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 6533.06 ms [2022-03-23 00:31:39 main:574] : INFO : Epoch 1964 | loss: 0.0311666 | val_loss: 0.03117 | Time: 6515.2 ms [2022-03-23 00:31:46 main:574] : INFO : Epoch 1965 | loss: 0.0311685 | val_loss: 0.03117 | Time: 6542.62 ms [2022-03-23 00:31:52 main:574] : INFO : Epoch 1966 | loss: 0.0311666 | val_loss: 0.0311685 | Time: 6552.39 ms [2022-03-23 00:31:59 main:574] : INFO : Epoch 1967 | loss: 0.0311661 | val_loss: 0.03117 | Time: 6515.61 ms [2022-03-23 00:32:05 main:574] : INFO : Epoch 1968 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 6536.09 ms [2022-03-23 00:32:12 main:574] : INFO : Epoch 1969 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 6540.55 ms [2022-03-23 00:32:18 main:574] : INFO : Epoch 1970 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 6535.65 ms [2022-03-23 00:32:25 main:574] : INFO : Epoch 1971 | loss: 0.0311649 | val_loss: 0.0311711 | Time: 6524.97 ms [2022-03-23 00:32:31 main:574] : INFO : Epoch 1972 | loss: 0.0311672 | val_loss: 0.031175 | Time: 6539.74 ms [2022-03-23 00:32:38 main:574] : INFO : Epoch 1973 | loss: 0.0311684 | val_loss: 0.0311686 | Time: 6563.19 ms [2022-03-23 00:32:45 main:574] : INFO : Epoch 1974 | loss: 0.0311652 | val_loss: 0.031168 | Time: 6516.21 ms [2022-03-23 00:32:51 main:574] : INFO : Epoch 1975 | loss: 0.031166 | val_loss: 0.0311689 | Time: 6545.58 ms [2022-03-23 00:32:58 main:574] : INFO : Epoch 1976 | loss: 0.0311657 | val_loss: 0.0311681 | Time: 6546.51 ms [2022-03-23 00:33:04 main:574] : INFO : Epoch 1977 | loss: 0.031166 | val_loss: 0.0311712 | Time: 6679.16 ms [2022-03-23 00:33:11 main:574] : INFO : Epoch 1978 | loss: 0.0311656 | val_loss: 0.0311674 | Time: 6536.19 ms [2022-03-23 00:33:17 main:574] : INFO : Epoch 1979 | loss: 0.0311657 | val_loss: 0.0311689 | Time: 6527.61 ms [2022-03-23 00:33:24 main:574] : INFO : Epoch 1980 | loss: 0.0311639 | val_loss: 0.031169 | Time: 6521.38 ms [2022-03-23 00:33:30 main:574] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.0311842 | Time: 6537.23 ms [2022-03-23 00:33:37 main:574] : INFO : Epoch 1982 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 6534.62 ms [2022-03-23 00:33:44 main:574] : INFO : Epoch 1983 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 6527.89 ms [2022-03-23 00:33:50 main:574] : INFO : Epoch 1984 | loss: 0.0311726 | val_loss: 0.0311726 | Time: 6520.49 ms [2022-03-23 00:33:57 main:574] : INFO : Epoch 1985 | loss: 0.031171 | val_loss: 0.0311725 | Time: 6544.14 ms [2022-03-23 00:34:03 main:574] : INFO : Epoch 1986 | loss: 0.0311719 | val_loss: 0.0311733 | Time: 6532.06 ms [2022-03-23 00:34:10 main:574] : INFO : Epoch 1987 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 6527.71 ms [2022-03-23 00:34:16 main:574] : INFO : Epoch 1988 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 6537.74 ms [2022-03-23 00:34:23 main:574] : INFO : Epoch 1989 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 6537.33 ms [2022-03-23 00:34:29 main:574] : INFO : Epoch 1990 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 6552.18 ms [2022-03-23 00:34:36 main:574] : INFO : Epoch 1991 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 6527.9 ms [2022-03-23 00:34:42 main:574] : INFO : Epoch 1992 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 6545.46 ms [2022-03-23 00:34:49 main:574] : INFO : Epoch 1993 | loss: 0.0311724 | val_loss: 0.0311712 | Time: 6531.49 ms [2022-03-23 00:34:55 main:574] : INFO : Epoch 1994 | loss: 0.0311763 | val_loss: 0.0311738 | Time: 6514.79 ms [2022-03-23 00:35:02 main:574] : INFO : Epoch 1995 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 6551.83 ms [2022-03-23 00:35:09 main:574] : INFO : Epoch 1996 | loss: 0.0311678 | val_loss: 0.0311688 | Time: 6543.69 ms [2022-03-23 00:35:15 main:574] : INFO : Epoch 1997 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 6517.16 ms [2022-03-23 00:35:22 main:574] : INFO : Epoch 1998 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 6556.9 ms [2022-03-23 00:35:28 main:574] : INFO : Epoch 1999 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 6548.8 ms [2022-03-23 00:35:35 main:574] : INFO : Epoch 2000 | loss: 0.0311667 | val_loss: 0.0311715 | Time: 6523.38 ms [2022-03-23 00:35:41 main:574] : INFO : Epoch 2001 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 6533.25 ms [2022-03-23 00:35:48 main:574] : INFO : Epoch 2002 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 6527.64 ms [2022-03-23 00:35:54 main:574] : INFO : Epoch 2003 | loss: 0.0311658 | val_loss: 0.031171 | Time: 6553.83 ms [2022-03-23 00:36:01 main:574] : INFO : Epoch 2004 | loss: 0.0311684 | val_loss: 0.0311693 | Time: 6526.09 ms [2022-03-23 00:36:07 main:574] : INFO : Epoch 2005 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 6546.49 ms [2022-03-23 00:36:14 main:574] : INFO : Epoch 2006 | loss: 0.0311696 | val_loss: 0.0311684 | Time: 6536.29 ms [2022-03-23 00:36:21 main:574] : INFO : Epoch 2007 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 6536.37 ms [2022-03-23 00:36:27 main:574] : INFO : Epoch 2008 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 6541.35 ms [2022-03-23 00:36:34 main:574] : INFO : Epoch 2009 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 6542.45 ms [2022-03-23 00:36:40 main:574] : INFO : Epoch 2010 | loss: 0.0311652 | val_loss: 0.031168 | Time: 6527.12 ms [2022-03-23 00:36:47 main:574] : INFO : Epoch 2011 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 6547.69 ms [2022-03-23 00:36:53 main:574] : INFO : Epoch 2012 | loss: 0.0311674 | val_loss: 0.0311705 | Time: 6595.48 ms [2022-03-23 00:37:00 main:574] : INFO : Epoch 2013 | loss: 0.0311643 | val_loss: 0.0311685 | Time: 6529.65 ms [2022-03-23 00:37:06 main:574] : INFO : Epoch 2014 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 6538.08 ms [2022-03-23 00:37:13 main:574] : INFO : Epoch 2015 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 6546.83 ms [2022-03-23 00:37:19 main:574] : INFO : Epoch 2016 | loss: 0.0311657 | val_loss: 0.0311701 | Time: 6537.4 ms [2022-03-23 00:37:26 main:574] : INFO : Epoch 2017 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 6515.01 ms [2022-03-23 00:37:33 main:574] : INFO : Epoch 2018 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 6539.71 ms [2022-03-23 00:37:39 main:574] : INFO : Epoch 2019 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 6535.64 ms [2022-03-23 00:37:46 main:574] : INFO : Epoch 2020 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 6566.66 ms [2022-03-23 00:37:52 main:574] : INFO : Epoch 2021 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 6634.04 ms [2022-03-23 00:37:59 main:574] : INFO : Epoch 2022 | loss: 0.031164 | val_loss: 0.031168 | Time: 6533.69 ms [2022-03-23 00:38:05 main:574] : INFO : Epoch 2023 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 6543.79 ms [2022-03-23 00:38:12 main:574] : INFO : Epoch 2024 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 6540.08 ms [2022-03-23 00:38:18 main:574] : INFO : Epoch 2025 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 6536.38 ms [2022-03-23 00:38:25 main:574] : INFO : Epoch 2026 | loss: 0.0311634 | val_loss: 0.031169 | Time: 6539.41 ms [2022-03-23 00:38:32 main:574] : INFO : Epoch 2027 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 6721.54 ms [2022-03-23 00:38:38 main:574] : INFO : Epoch 2028 | loss: 0.0311644 | val_loss: 0.0311692 | Time: 6533.67 ms [2022-03-23 00:38:45 main:574] : INFO : Epoch 2029 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 6530.02 ms [2022-03-23 00:38:51 main:574] : INFO : Epoch 2030 | loss: 0.0311639 | val_loss: 0.031169 | Time: 6507.17 ms [2022-03-23 00:38:58 main:574] : INFO : Epoch 2031 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 6545.07 ms [2022-03-23 00:39:04 main:574] : INFO : Epoch 2032 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 6538.09 ms [2022-03-23 00:39:11 main:574] : INFO : Epoch 2033 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 6518.12 ms [2022-03-23 00:39:17 main:574] : INFO : Epoch 2034 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 6532.83 ms [2022-03-23 00:39:24 main:574] : INFO : Epoch 2035 | loss: 0.0311626 | val_loss: 0.0311716 | Time: 6530.62 ms [2022-03-23 00:39:31 main:574] : INFO : Epoch 2036 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 6523.53 ms [2022-03-23 00:39:37 main:574] : INFO : Epoch 2037 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 6558.69 ms [2022-03-23 00:39:44 main:574] : INFO : Epoch 2038 | loss: 0.0311618 | val_loss: 0.0311769 | Time: 6540.06 ms [2022-03-23 00:39:50 main:574] : INFO : Epoch 2039 | loss: 0.0311643 | val_loss: 0.0311853 | Time: 6519.8 ms [2022-03-23 00:39:57 main:574] : INFO : Epoch 2040 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 6543.93 ms [2022-03-23 00:40:03 main:574] : INFO : Epoch 2041 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 6538.31 ms [2022-03-23 00:40:10 main:574] : INFO : Epoch 2042 | loss: 0.031161 | val_loss: 0.0311704 | Time: 6577.1 ms [2022-03-23 00:40:16 main:574] : INFO : Epoch 2043 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 6523.66 ms [2022-03-23 00:40:23 main:574] : INFO : Epoch 2044 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 6539.06 ms [2022-03-23 00:40:30 main:574] : INFO : Epoch 2045 | loss: 0.031166 | val_loss: 0.031173 | Time: 6548.96 ms [2022-03-23 00:40:36 main:574] : INFO : Epoch 2046 | loss: 0.0311646 | val_loss: 0.031171 | Time: 6517.99 ms [2022-03-23 00:40:43 main:574] : INFO : Epoch 2047 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 6538.13 ms [2022-03-23 00:40:49 main:574] : INFO : Epoch 2048 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 6574.21 ms [2022-03-23 00:40:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311718 [2022-03-23 00:40:49 main:603] : INFO : Saving end state to config to file [2022-03-23 00:40:49 main:608] : INFO : Success, exiting.. 00:40:49 (10796): 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)