Task 9432702
| Name | ParityModified-1638639364-3150-0_0 |
| Workunit | 6848814 |
| Created | 4 Dec 2021, 17:36:06 UTC |
| Sent | 15 Dec 2021, 0:19:52 UTC |
| Report deadline | 23 Dec 2021, 0:19:52 UTC |
| Received | 15 Dec 2021, 2:36:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6145 |
| Run time | 1 hours 35 min 50 sec |
| CPU time | 1 hours 34 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,442.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 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: 0.0311753 | val_loss: 0.031185 | Time: 2800.65 ms [2021-12-15 01:33:11 main:574] : INFO : Epoch 1543 | loss: 0.0311824 | val_loss: 0.031184 | Time: 2800.6 ms [2021-12-15 01:33:14 main:574] : INFO : Epoch 1544 | loss: 0.0311795 | val_loss: 0.0311836 | Time: 2800.18 ms [2021-12-15 01:33:17 main:574] : INFO : Epoch 1545 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 2801.38 ms [2021-12-15 01:33:20 main:574] : INFO : Epoch 1546 | loss: 0.0311819 | val_loss: 0.0311831 | Time: 2793.46 ms [2021-12-15 01:33:23 main:574] : INFO : Epoch 1547 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 2799.33 ms [2021-12-15 01:33:25 main:574] : INFO : Epoch 1548 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 2803.34 ms [2021-12-15 01:33:28 main:574] : INFO : Epoch 1549 | loss: 0.0311787 | val_loss: 0.0311854 | Time: 2796.48 ms [2021-12-15 01:33:31 main:574] : INFO : Epoch 1550 | loss: 0.0311761 | val_loss: 0.0311866 | Time: 2800.73 ms [2021-12-15 01:33:34 main:574] : INFO : Epoch 1551 | loss: 0.031175 | val_loss: 0.0311854 | Time: 2802.54 ms [2021-12-15 01:33:37 main:574] : INFO : Epoch 1552 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2800.73 ms [2021-12-15 01:33:39 main:574] : INFO : Epoch 1553 | loss: 0.0311724 | val_loss: 0.0311856 | Time: 2802.34 ms [2021-12-15 01:33:42 main:574] : INFO : Epoch 1554 | loss: 0.031173 | val_loss: 0.0311855 | Time: 2801.19 ms [2021-12-15 01:33:45 main:574] : INFO : Epoch 1555 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 2799.92 ms [2021-12-15 01:33:48 main:574] : INFO : Epoch 1556 | loss: 0.0311728 | val_loss: 0.0311848 | Time: 2804.66 ms [2021-12-15 01:33:51 main:574] : INFO : Epoch 1557 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 2795.82 ms [2021-12-15 01:33:54 main:574] : INFO : Epoch 1558 | loss: 0.0311729 | val_loss: 0.0311859 | Time: 2800.54 ms [2021-12-15 01:33:56 main:574] : INFO : Epoch 1559 | loss: 0.0311767 | val_loss: 0.0311889 | Time: 2809.41 ms [2021-12-15 01:33:59 main:574] : INFO : Epoch 1560 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 2799.96 ms [2021-12-15 01:34:02 main:574] : INFO : Epoch 1561 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 2798.35 ms [2021-12-15 01:34:05 main:574] : INFO : Epoch 1562 | loss: 0.0311713 | val_loss: 0.031184 | Time: 2797.85 ms [2021-12-15 01:34:08 main:574] : INFO : Epoch 1563 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 2800.81 ms [2021-12-15 01:34:10 main:574] : INFO : Epoch 1564 | loss: 0.0311731 | val_loss: 0.0311894 | Time: 2793.81 ms [2021-12-15 01:34:13 main:574] : INFO : Epoch 1565 | loss: 0.0312085 | val_loss: 0.0312391 | Time: 2805.08 ms [2021-12-15 01:34:16 main:574] : INFO : Epoch 1566 | loss: 0.0312393 | val_loss: 0.0312334 | Time: 2801.24 ms [2021-12-15 01:34:19 main:574] : INFO : Epoch 1567 | loss: 0.0312323 | val_loss: 0.0312264 | Time: 2787.44 ms [2021-12-15 01:34:22 main:574] : INFO : Epoch 1568 | loss: 0.0312257 | val_loss: 0.0312184 | Time: 2792.33 ms [2021-12-15 01:34:24 main:574] : INFO : Epoch 1569 | loss: 0.0312181 | val_loss: 0.0312135 | Time: 2800.18 ms [2021-12-15 01:34:27 main:574] : INFO : Epoch 1570 | loss: 0.0312114 | val_loss: 0.0312091 | Time: 2801.5 ms [2021-12-15 01:34:30 main:574] : INFO : Epoch 1571 | loss: 0.0312113 | val_loss: 0.031201 | Time: 2804.18 ms [2021-12-15 01:34:33 main:574] : INFO : Epoch 1572 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 2808.07 ms [2021-12-15 01:34:36 main:574] : INFO : Epoch 1573 | loss: 0.0312028 | val_loss: 0.0311926 | Time: 2790.87 ms [2021-12-15 01:34:38 main:574] : INFO : Epoch 1574 | loss: 0.0312003 | val_loss: 0.0311912 | Time: 2800.61 ms [2021-12-15 01:34:41 main:574] : INFO : Epoch 1575 | loss: 0.0311941 | val_loss: 0.031193 | Time: 2801.81 ms [2021-12-15 01:34:44 main:574] : INFO : Epoch 1576 | loss: 0.0311937 | val_loss: 0.0311893 | Time: 2797.87 ms [2021-12-15 01:34:47 main:574] : INFO : Epoch 1577 | loss: 0.0311953 | val_loss: 0.0311921 | Time: 2800.08 ms [2021-12-15 01:34:50 main:574] : INFO : Epoch 1578 | loss: 0.031192 | val_loss: 0.0311889 | Time: 2803.66 ms [2021-12-15 01:34:52 main:574] : INFO : Epoch 1579 | loss: 0.0311956 | val_loss: 0.0312098 | Time: 2801.23 ms [2021-12-15 01:34:55 main:574] : INFO : Epoch 1580 | loss: 0.0311936 | val_loss: 0.0311891 | Time: 2800.47 ms [2021-12-15 01:34:58 main:574] : INFO : Epoch 1581 | loss: 0.0311897 | val_loss: 0.0311889 | Time: 2798.18 ms [2021-12-15 01:35:01 main:574] : INFO : Epoch 1582 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 2794.53 ms [2021-12-15 01:35:04 main:574] : INFO : Epoch 1583 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 2795.67 ms [2021-12-15 01:35:06 main:574] : INFO : Epoch 1584 | loss: 0.0311853 | val_loss: 0.0311919 | Time: 2796.75 ms [2021-12-15 01:35:09 main:574] : INFO : Epoch 1585 | loss: 0.0311892 | val_loss: 0.0311859 | Time: 2798.43 ms [2021-12-15 01:35:12 main:574] : INFO : Epoch 1586 | loss: 0.0311872 | val_loss: 0.0311858 | Time: 2804.55 ms [2021-12-15 01:35:15 main:574] : INFO : Epoch 1587 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 2795.4 ms [2021-12-15 01:35:18 main:574] : INFO : Epoch 1588 | loss: 0.0311875 | val_loss: 0.0311928 | Time: 2795.15 ms [2021-12-15 01:35:21 main:574] : INFO : Epoch 1589 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 2798.39 ms [2021-12-15 01:35:23 main:574] : INFO : Epoch 1590 | loss: 0.0311835 | val_loss: 0.0311833 | Time: 2800.56 ms [2021-12-15 01:35:26 main:574] : INFO : Epoch 1591 | loss: 0.0311835 | val_loss: 0.031185 | Time: 2792.71 ms [2021-12-15 01:35:29 main:574] : INFO : Epoch 1592 | loss: 0.0311837 | val_loss: 0.0311943 | Time: 2798.25 ms [2021-12-15 01:35:32 main:574] : INFO : Epoch 1593 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 2800.07 ms [2021-12-15 01:35:35 main:574] : INFO : Epoch 1594 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 2796.56 ms [2021-12-15 01:35:37 main:574] : INFO : Epoch 1595 | loss: 0.03118 | val_loss: 0.0311819 | Time: 2804.11 ms [2021-12-15 01:35:40 main:574] : INFO : Epoch 1596 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2797.48 ms [2021-12-15 01:35:43 main:574] : INFO : Epoch 1597 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 2793.87 ms [2021-12-15 01:35:46 main:574] : INFO : Epoch 1598 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 2796.47 ms [2021-12-15 01:35:49 main:574] : INFO : Epoch 1599 | loss: 0.031179 | val_loss: 0.0311816 | Time: 2793.52 ms [2021-12-15 01:35:51 main:574] : INFO : Epoch 1600 | loss: 0.0311799 | val_loss: 0.031187 | Time: 2802.03 ms [2021-12-15 01:35:54 main:574] : INFO : Epoch 1601 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 2794.65 ms [2021-12-15 01:35:57 main:574] : INFO : Epoch 1602 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 2790.65 ms [2021-12-15 01:36:00 main:574] : INFO : Epoch 1603 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 2797.47 ms [2021-12-15 01:36:03 main:574] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 2798.69 ms [2021-12-15 01:36:05 main:574] : INFO : Epoch 1605 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 2801.83 ms [2021-12-15 01:36:08 main:574] : INFO : Epoch 1606 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 2800.98 ms [2021-12-15 01:36:11 main:574] : INFO : Epoch 1607 | loss: 0.0311775 | val_loss: 0.031183 | Time: 2802.59 ms [2021-12-15 01:36:14 main:574] : INFO : Epoch 1608 | loss: 0.0311774 | val_loss: 0.0311861 | Time: 2800.26 ms [2021-12-15 01:36:17 main:574] : INFO : Epoch 1609 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 2802.74 ms [2021-12-15 01:36:19 main:574] : INFO : Epoch 1610 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 2797.78 ms [2021-12-15 01:36:22 main:574] : INFO : Epoch 1611 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 2795.71 ms [2021-12-15 01:36:25 main:574] : INFO : Epoch 1612 | loss: 0.0311746 | val_loss: 0.031181 | Time: 2799.36 ms [2021-12-15 01:36:28 main:574] : INFO : Epoch 1613 | loss: 0.0311762 | val_loss: 0.0311829 | Time: 2797.56 ms [2021-12-15 01:36:31 main:574] : INFO : Epoch 1614 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 2809.31 ms [2021-12-15 01:36:33 main:574] : INFO : Epoch 1615 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 2797.25 ms [2021-12-15 01:36:36 main:574] : INFO : Epoch 1616 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 2799.27 ms [2021-12-15 01:36:39 main:574] : INFO : Epoch 1617 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2803.26 ms [2021-12-15 01:36:42 main:574] : INFO : Epoch 1618 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 2804.96 ms [2021-12-15 01:36:45 main:574] : INFO : Epoch 1619 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 2803.75 ms [2021-12-15 01:36:47 main:574] : INFO : Epoch 1620 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 2799.18 ms [2021-12-15 01:36:50 main:574] : INFO : Epoch 1621 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 2796.7 ms [2021-12-15 01:36:53 main:574] : INFO : Epoch 1622 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 2797.17 ms [2021-12-15 01:36:56 main:574] : INFO : Epoch 1623 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 2798.52 ms [2021-12-15 01:36:59 main:574] : INFO : Epoch 1624 | loss: 0.0311728 | val_loss: 0.0311812 | Time: 2801.02 ms [2021-12-15 01:37:02 main:574] : INFO : Epoch 1625 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 2800.38 ms [2021-12-15 01:37:04 main:574] : INFO : Epoch 1626 | loss: 0.0311725 | val_loss: 0.0311828 | Time: 2798.85 ms [2021-12-15 01:37:07 main:574] : INFO : Epoch 1627 | loss: 0.0311744 | val_loss: 0.0311842 | Time: 2795.52 ms [2021-12-15 01:37:10 main:574] : INFO : Epoch 1628 | loss: 0.0311753 | val_loss: 0.0311868 | Time: 2801.14 ms [2021-12-15 01:37:13 main:574] : INFO : Epoch 1629 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 2818.38 ms [2021-12-15 01:37:16 main:574] : INFO : Epoch 1630 | loss: 0.0311721 | val_loss: 0.0311836 | Time: 2798.67 ms [2021-12-15 01:37:18 main:574] : INFO : Epoch 1631 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 2799.46 ms [2021-12-15 01:37:21 main:574] : INFO : Epoch 1632 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 2795.46 ms [2021-12-15 01:37:24 main:574] : INFO : Epoch 1633 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 2798.07 ms [2021-12-15 01:37:27 main:574] : INFO : Epoch 1634 | loss: 0.0311728 | val_loss: 0.0311857 | Time: 2805.1 ms [2021-12-15 01:37:30 main:574] : INFO : Epoch 1635 | loss: 0.0311718 | val_loss: 0.031185 | Time: 2799.6 ms [2021-12-15 01:37:32 main:574] : INFO : Epoch 1636 | loss: 0.0311726 | val_loss: 0.0311835 | Time: 2799.09 ms [2021-12-15 01:37:35 main:574] : INFO : Epoch 1637 | loss: 0.0311699 | val_loss: 0.0311836 | Time: 2797.2 ms [2021-12-15 01:37:38 main:574] : INFO : Epoch 1638 | loss: 0.0311696 | val_loss: 0.0311833 | Time: 2799.58 ms [2021-12-15 01:37:41 main:574] : INFO : Epoch 1639 | loss: 0.0311697 | val_loss: 0.0311897 | Time: 2802.32 ms [2021-12-15 01:37:44 main:574] : INFO : Epoch 1640 | loss: 0.0311727 | val_loss: 0.0311871 | Time: 2795.87 ms [2021-12-15 01:37:46 main:574] : INFO : Epoch 1641 | loss: 0.0311714 | val_loss: 0.0311822 | Time: 2797.65 ms [2021-12-15 01:37:49 main:574] : INFO : Epoch 1642 | loss: 0.0311787 | val_loss: 0.0311928 | Time: 2793.89 ms [2021-12-15 01:37:52 main:574] : INFO : Epoch 1643 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 2803.21 ms [2021-12-15 01:37:55 main:574] : INFO : Epoch 1644 | loss: 0.0311689 | val_loss: 0.0311827 | Time: 2807.48 ms [2021-12-15 01:37:58 main:574] : INFO : Epoch 1645 | loss: 0.0311679 | val_loss: 0.031184 | Time: 2802.78 ms [2021-12-15 01:38:00 main:574] : INFO : Epoch 1646 | loss: 0.0311685 | val_loss: 0.0311828 | Time: 2794.11 ms [2021-12-15 01:38:03 main:574] : INFO : Epoch 1647 | loss: 0.031168 | val_loss: 0.0311838 | Time: 2791.51 ms [2021-12-15 01:38:06 main:574] : INFO : Epoch 1648 | loss: 0.0311672 | val_loss: 0.031185 | Time: 2793.96 ms [2021-12-15 01:38:09 main:574] : INFO : Epoch 1649 | loss: 0.0311668 | val_loss: 0.0311856 | Time: 2810.95 ms [2021-12-15 01:38:12 main:574] : INFO : Epoch 1650 | loss: 0.0311673 | val_loss: 0.031184 | Time: 2801.64 ms [2021-12-15 01:38:14 main:574] : INFO : Epoch 1651 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 2797.11 ms [2021-12-15 01:38:17 main:574] : INFO : Epoch 1652 | loss: 0.0311671 | val_loss: 0.0311844 | Time: 2803.01 ms [2021-12-15 01:38:20 main:574] : INFO : Epoch 1653 | loss: 0.0311664 | val_loss: 0.0311837 | Time: 2798.15 ms [2021-12-15 01:38:23 main:574] : INFO : Epoch 1654 | loss: 0.0311662 | val_loss: 0.0311821 | Time: 2800.09 ms [2021-12-15 01:38:26 main:574] : INFO : Epoch 1655 | loss: 0.0311663 | val_loss: 0.0311853 | Time: 2792.72 ms [2021-12-15 01:38:28 main:574] : INFO : Epoch 1656 | loss: 0.0311681 | val_loss: 0.0311867 | Time: 2799.73 ms [2021-12-15 01:38:31 main:574] : INFO : Epoch 1657 | loss: 0.0311655 | val_loss: 0.0311828 | Time: 2800.8 ms [2021-12-15 01:38:34 main:574] : INFO : Epoch 1658 | loss: 0.0311664 | val_loss: 0.0311862 | Time: 2793.56 ms [2021-12-15 01:38:37 main:574] : INFO : Epoch 1659 | loss: 0.0311653 | val_loss: 0.0311838 | Time: 2795.12 ms [2021-12-15 01:38:40 main:574] : INFO : Epoch 1660 | loss: 0.0311645 | val_loss: 0.0311864 | Time: 2797.49 ms [2021-12-15 01:38:43 main:574] : INFO : Epoch 1661 | loss: 0.0311657 | val_loss: 0.031185 | Time: 2803.28 ms [2021-12-15 01:38:45 main:574] : INFO : Epoch 1662 | loss: 0.0311648 | val_loss: 0.0311859 | Time: 2795.49 ms [2021-12-15 01:38:48 main:574] : INFO : Epoch 1663 | loss: 0.0311697 | val_loss: 0.0311871 | Time: 2793.71 ms [2021-12-15 01:38:51 main:574] : INFO : Epoch 1664 | loss: 0.0311641 | val_loss: 0.031185 | Time: 2800.61 ms [2021-12-15 01:38:54 main:574] : INFO : Epoch 1665 | loss: 0.0311635 | val_loss: 0.0311854 | Time: 2800.45 ms [2021-12-15 01:38:57 main:574] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311873 | Time: 2804.48 ms [2021-12-15 01:38:59 main:574] : INFO : Epoch 1667 | loss: 0.0311631 | val_loss: 0.0311855 | Time: 2794.22 ms [2021-12-15 01:39:02 main:574] : INFO : Epoch 1668 | loss: 0.0311637 | val_loss: 0.0311851 | Time: 2805.67 ms [2021-12-15 01:39:05 main:574] : INFO : Epoch 1669 | loss: 0.0311627 | val_loss: 0.0311875 | Time: 2797.75 ms [2021-12-15 01:39:08 main:574] : INFO : Epoch 1670 | loss: 0.0311657 | val_loss: 0.0311896 | Time: 2791.8 ms [2021-12-15 01:39:11 main:574] : INFO : Epoch 1671 | loss: 0.0311657 | val_loss: 0.0311863 | Time: 2800.83 ms [2021-12-15 01:39:13 main:574] : INFO : Epoch 1672 | loss: 0.0311631 | val_loss: 0.0311887 | Time: 2802.56 ms [2021-12-15 01:39:16 main:574] : INFO : Epoch 1673 | loss: 0.0311626 | val_loss: 0.0311857 | Time: 2802.6 ms [2021-12-15 01:39:19 main:574] : INFO : Epoch 1674 | loss: 0.0311615 | val_loss: 0.0311895 | Time: 2796.73 ms [2021-12-15 01:39:22 main:574] : INFO : Epoch 1675 | loss: 0.0311624 | val_loss: 0.0311873 | Time: 2797.86 ms [2021-12-15 01:39:25 main:574] : INFO : Epoch 1676 | loss: 0.0311623 | val_loss: 0.0311884 | Time: 2795.04 ms [2021-12-15 01:39:27 main:574] : INFO : Epoch 1677 | loss: 0.031162 | val_loss: 0.0311888 | Time: 2799.26 ms [2021-12-15 01:39:30 main:574] : INFO : Epoch 1678 | loss: 0.0311618 | val_loss: 0.0311865 | Time: 2794.22 ms [2021-12-15 01:39:33 main:574] : INFO : Epoch 1679 | loss: 0.0311624 | val_loss: 0.0311883 | Time: 2795.9 ms [2021-12-15 01:39:36 main:574] : INFO : Epoch 1680 | loss: 0.0311611 | val_loss: 0.0311867 | Time: 2796.92 ms [2021-12-15 01:39:39 main:574] : INFO : Epoch 1681 | loss: 0.0311615 | val_loss: 0.0311919 | Time: 2796.46 ms [2021-12-15 01:39:41 main:574] : INFO : Epoch 1682 | loss: 0.0311647 | val_loss: 0.0311885 | Time: 2795.26 ms [2021-12-15 01:39:44 main:574] : INFO : Epoch 1683 | loss: 0.0311617 | val_loss: 0.0311848 | Time: 2797.19 ms [2021-12-15 01:39:47 main:574] : INFO : Epoch 1684 | loss: 0.0311603 | val_loss: 0.0311879 | Time: 2792.62 ms [2021-12-15 01:39:50 main:574] : INFO : Epoch 1685 | loss: 0.0311605 | val_loss: 0.0311856 | Time: 2802.73 ms [2021-12-15 01:39:53 main:574] : INFO : Epoch 1686 | loss: 0.0311609 | val_loss: 0.0311894 | Time: 2796.96 ms [2021-12-15 01:39:55 main:574] : INFO : Epoch 1687 | loss: 0.0311636 | val_loss: 0.0311917 | Time: 2797.73 ms [2021-12-15 01:39:58 main:574] : INFO : Epoch 1688 | loss: 0.0311605 | val_loss: 0.0311892 | Time: 2798.45 ms [2021-12-15 01:40:01 main:574] : INFO : Epoch 1689 | loss: 0.0311621 | val_loss: 0.0311873 | Time: 2799.8 ms [2021-12-15 01:40:04 main:574] : INFO : Epoch 1690 | loss: 0.0311593 | val_loss: 0.0311899 | Time: 2803.94 ms [2021-12-15 01:40:07 main:574] : INFO : Epoch 1691 | loss: 0.0311575 | val_loss: 0.0311924 | Time: 2799.62 ms [2021-12-15 01:40:09 main:574] : INFO : Epoch 1692 | loss: 0.0311574 | val_loss: 0.0311876 | Time: 2804.24 ms [2021-12-15 01:40:12 main:574] : INFO : Epoch 1693 | loss: 0.0311586 | val_loss: 0.031188 | Time: 2800.45 ms [2021-12-15 01:40:15 main:574] : INFO : Epoch 1694 | loss: 0.0311587 | val_loss: 0.0311971 | Time: 2800.48 ms [2021-12-15 01:40:18 main:574] : INFO : Epoch 1695 | loss: 0.0311634 | val_loss: 0.0311912 | Time: 2797.3 ms [2021-12-15 01:40:21 main:574] : INFO : Epoch 1696 | loss: 0.0311639 | val_loss: 0.0311916 | Time: 2795.68 ms [2021-12-15 01:40:23 main:574] : INFO : Epoch 1697 | loss: 0.0311609 | val_loss: 0.0311875 | Time: 2802.39 ms [2021-12-15 01:40:26 main:574] : INFO : Epoch 1698 | loss: 0.0311607 | val_loss: 0.0311905 | Time: 2803.86 ms [2021-12-15 01:40:29 main:574] : INFO : Epoch 1699 | loss: 0.0311591 | val_loss: 0.0311915 | Time: 2802.49 ms [2021-12-15 01:40:32 main:574] : INFO : Epoch 1700 | loss: 0.031158 | val_loss: 0.0311882 | Time: 2799.37 ms [2021-12-15 01:40:35 main:574] : INFO : Epoch 1701 | loss: 0.0311577 | val_loss: 0.0311907 | Time: 2791.19 ms [2021-12-15 01:40:37 main:574] : INFO : Epoch 1702 | loss: 0.0311574 | val_loss: 0.0311891 | Time: 2812.56 ms [2021-12-15 01:40:40 main:574] : INFO : Epoch 1703 | loss: 0.0311622 | val_loss: 0.0311873 | Time: 2806.86 ms [2021-12-15 01:40:43 main:574] : INFO : Epoch 1704 | loss: 0.0311597 | val_loss: 0.0311869 | Time: 2795.64 ms [2021-12-15 01:40:46 main:574] : INFO : Epoch 1705 | loss: 0.0311586 | val_loss: 0.0311923 | Time: 2798.73 ms [2021-12-15 01:40:49 main:574] : INFO : Epoch 1706 | loss: 0.0311584 | val_loss: 0.0311929 | Time: 2800.04 ms [2021-12-15 01:40:52 main:574] : INFO : Epoch 1707 | loss: 0.0311578 | val_loss: 0.0311896 | Time: 2802.97 ms [2021-12-15 01:40:54 main:574] : INFO : Epoch 1708 | loss: 0.0311561 | val_loss: 0.0311906 | Time: 2800.54 ms [2021-12-15 01:40:57 main:574] : INFO : Epoch 1709 | loss: 0.0311539 | val_loss: 0.0311909 | Time: 2797.04 ms [2021-12-15 01:41:00 main:574] : INFO : Epoch 1710 | loss: 0.0311549 | val_loss: 0.0311937 | Time: 2798.01 ms [2021-12-15 01:41:03 main:574] : INFO : Epoch 1711 | loss: 0.0311581 | val_loss: 0.0311933 | Time: 2796.46 ms [2021-12-15 01:41:06 main:574] : INFO : Epoch 1712 | loss: 0.0311569 | val_loss: 0.0311877 | Time: 2789.95 ms [2021-12-15 01:41:08 main:574] : INFO : Epoch 1713 | loss: 0.0311548 | val_loss: 0.0311977 | Time: 2793.58 ms [2021-12-15 01:41:11 main:574] : INFO : Epoch 1714 | loss: 0.031153 | val_loss: 0.0311934 | Time: 2801.68 ms [2021-12-15 01:41:14 main:574] : INFO : Epoch 1715 | loss: 0.0311532 | val_loss: 0.031192 | Time: 2803.96 ms [2021-12-15 01:41:17 main:574] : INFO : Epoch 1716 | loss: 0.031154 | val_loss: 0.0311915 | Time: 2794.23 ms [2021-12-15 01:41:20 main:574] : INFO : Epoch 1717 | loss: 0.0311548 | val_loss: 0.031199 | Time: 2794.29 ms [2021-12-15 01:41:22 main:574] : INFO : Epoch 1718 | loss: 0.0311567 | val_loss: 0.0311927 | Time: 2791.26 ms [2021-12-15 01:41:25 main:574] : INFO : Epoch 1719 | loss: 0.0311631 | val_loss: 0.031188 | Time: 2807.97 ms [2021-12-15 01:41:28 main:574] : INFO : Epoch 1720 | loss: 0.0311602 | val_loss: 0.0311925 | Time: 2798.3 ms [2021-12-15 01:41:31 main:574] : INFO : Epoch 1721 | loss: 0.0311538 | val_loss: 0.0311906 | Time: 2802.01 ms [2021-12-15 01:41:34 main:574] : INFO : Epoch 1722 | loss: 0.0311555 | val_loss: 0.0311924 | Time: 2797.08 ms [2021-12-15 01:41:36 main:574] : INFO : Epoch 1723 | loss: 0.0311546 | val_loss: 0.0311939 | Time: 2799.94 ms [2021-12-15 01:41:39 main:574] : INFO : Epoch 1724 | loss: 0.0311544 | val_loss: 0.031192 | Time: 2808.84 ms [2021-12-15 01:41:42 main:574] : INFO : Epoch 1725 | loss: 0.0311549 | val_loss: 0.0311914 | Time: 2803.48 ms [2021-12-15 01:41:45 main:574] : INFO : Epoch 1726 | loss: 0.0311547 | val_loss: 0.0311965 | Time: 2799.07 ms [2021-12-15 01:41:48 main:574] : INFO : Epoch 1727 | loss: 0.0311527 | val_loss: 0.0311913 | Time: 2806.6 ms [2021-12-15 01:41:50 main:574] : INFO : Epoch 1728 | loss: 0.0311545 | val_loss: 0.0312053 | Time: 2797.99 ms [2021-12-15 01:41:53 main:574] : INFO : Epoch 1729 | loss: 0.0311553 | val_loss: 0.0311947 | Time: 2803.99 ms [2021-12-15 01:41:56 main:574] : INFO : Epoch 1730 | loss: 0.0311531 | val_loss: 0.0311913 | Time: 2793.68 ms [2021-12-15 01:41:59 main:574] : INFO : Epoch 1731 | loss: 0.0311546 | val_loss: 0.0311922 | Time: 2797.62 ms [2021-12-15 01:42:02 main:574] : INFO : Epoch 1732 | loss: 0.0311543 | val_loss: 0.0311948 | Time: 2793.46 ms [2021-12-15 01:42:04 main:574] : INFO : Epoch 1733 | loss: 0.0311528 | val_loss: 0.0311937 | Time: 2794.29 ms [2021-12-15 01:42:07 main:574] : INFO : Epoch 1734 | loss: 0.0311525 | val_loss: 0.0311929 | Time: 2801.91 ms [2021-12-15 01:42:10 main:574] : INFO : Epoch 1735 | loss: 0.0311554 | val_loss: 0.0311978 | Time: 2799.38 ms [2021-12-15 01:42:13 main:574] : INFO : Epoch 1736 | loss: 0.0311651 | val_loss: 0.0311854 | Time: 2798.72 ms [2021-12-15 01:42:16 main:574] : INFO : Epoch 1737 | loss: 0.0311673 | val_loss: 0.0311868 | Time: 2796.78 ms [2021-12-15 01:42:18 main:574] : INFO : Epoch 1738 | loss: 0.0311618 | val_loss: 0.0311868 | Time: 2801.59 ms [2021-12-15 01:42:21 main:574] : INFO : Epoch 1739 | loss: 0.0311597 | val_loss: 0.0311937 | Time: 2805.02 ms [2021-12-15 01:42:24 main:574] : INFO : Epoch 1740 | loss: 0.0311562 | val_loss: 0.0311956 | Time: 2801.53 ms [2021-12-15 01:42:27 main:574] : INFO : Epoch 1741 | loss: 0.0311538 | val_loss: 0.0311967 | Time: 2795.33 ms [2021-12-15 01:42:30 main:574] : INFO : Epoch 1742 | loss: 0.0311517 | val_loss: 0.0311991 | Time: 2799.76 ms [2021-12-15 01:42:33 main:574] : INFO : Epoch 1743 | loss: 0.0311576 | val_loss: 0.0312063 | Time: 2797.75 ms [2021-12-15 01:42:35 main:574] : INFO : Epoch 1744 | loss: 0.0311551 | val_loss: 0.0312006 | Time: 2793.79 ms [2021-12-15 01:42:38 main:574] : INFO : Epoch 1745 | loss: 0.031157 | val_loss: 0.0311953 | Time: 2801.39 ms [2021-12-15 01:42:41 main:574] : INFO : Epoch 1746 | loss: 0.0311544 | val_loss: 0.0311918 | Time: 2796.48 ms [2021-12-15 01:42:44 main:574] : INFO : Epoch 1747 | loss: 0.0311524 | val_loss: 0.0311955 | Time: 2798.32 ms [2021-12-15 01:42:47 main:574] : INFO : Epoch 1748 | loss: 0.0311538 | val_loss: 0.0311954 | Time: 2797.66 ms [2021-12-15 01:42:49 main:574] : INFO : Epoch 1749 | loss: 0.0311512 | val_loss: 0.0311982 | Time: 2798.38 ms [2021-12-15 01:42:52 main:574] : INFO : Epoch 1750 | loss: 0.031152 | val_loss: 0.0311952 | Time: 2811.12 ms [2021-12-15 01:42:55 main:574] : INFO : Epoch 1751 | loss: 0.0311498 | val_loss: 0.0311924 | Time: 2803.5 ms [2021-12-15 01:42:58 main:574] : INFO : Epoch 1752 | loss: 0.0311532 | val_loss: 0.0311898 | Time: 2794.23 ms [2021-12-15 01:43:01 main:574] : INFO : Epoch 1753 | loss: 0.0311556 | val_loss: 0.0311898 | Time: 2798.29 ms [2021-12-15 01:43:03 main:574] : INFO : Epoch 1754 | loss: 0.0311537 | val_loss: 0.0311954 | Time: 2799.65 ms [2021-12-15 01:43:06 main:574] : INFO : Epoch 1755 | loss: 0.0311525 | val_loss: 0.0311987 | Time: 2800.84 ms [2021-12-15 01:43:09 main:574] : INFO : Epoch 1756 | loss: 0.0311537 | val_loss: 0.0311933 | Time: 2803.41 ms [2021-12-15 01:43:12 main:574] : INFO : Epoch 1757 | loss: 0.031155 | val_loss: 0.0312011 | Time: 2792.29 ms [2021-12-15 01:43:15 main:574] : INFO : Epoch 1758 | loss: 0.0311506 | val_loss: 0.0311947 | Time: 2798.69 ms [2021-12-15 01:43:17 main:574] : INFO : Epoch 1759 | loss: 0.0311483 | val_loss: 0.0311954 | Time: 2797.74 ms [2021-12-15 01:43:20 main:574] : INFO : Epoch 1760 | loss: 0.0311489 | val_loss: 0.0311984 | Time: 2809.39 ms [2021-12-15 01:43:23 main:574] : INFO : Epoch 1761 | loss: 0.0311514 | val_loss: 0.0311952 | Time: 2798.86 ms [2021-12-15 01:43:26 main:574] : INFO : Epoch 1762 | loss: 0.0311508 | val_loss: 0.0312002 | Time: 2799.23 ms [2021-12-15 01:43:29 main:574] : INFO : Epoch 1763 | loss: 0.0311519 | val_loss: 0.031194 | Time: 2803.67 ms [2021-12-15 01:43:31 main:574] : INFO : Epoch 1764 | loss: 0.0311511 | val_loss: 0.0312054 | Time: 2794.24 ms [2021-12-15 01:43:34 main:574] : INFO : Epoch 1765 | loss: 0.0311525 | val_loss: 0.0311957 | Time: 2801.75 ms [2021-12-15 01:43:37 main:574] : INFO : Epoch 1766 | loss: 0.0311526 | val_loss: 0.0311937 | Time: 2804.22 ms [2021-12-15 01:43:40 main:574] : INFO : Epoch 1767 | loss: 0.0316434 | val_loss: 0.0317206 | Time: 2800.9 ms [2021-12-15 01:43:43 main:574] : INFO : Epoch 1768 | loss: 0.0521434 | val_loss: 0.0922333 | Time: 2802.58 ms [2021-12-15 01:43:45 main:574] : INFO : Epoch 1769 | loss: 0.0388973 | val_loss: 0.0325066 | Time: 2800.46 ms [2021-12-15 01:43:48 main:574] : INFO : Epoch 1770 | loss: 0.0317299 | val_loss: 0.0313715 | Time: 2799.94 ms [2021-12-15 01:43:51 main:574] : INFO : Epoch 1771 | loss: 0.0313149 | val_loss: 0.0312721 | Time: 2802.22 ms [2021-12-15 01:43:54 main:574] : INFO : Epoch 1772 | loss: 0.0312621 | val_loss: 0.0312591 | Time: 2799.26 ms [2021-12-15 01:43:57 main:574] : INFO : Epoch 1773 | loss: 0.0312551 | val_loss: 0.0312524 | Time: 2796.73 ms [2021-12-15 01:44:00 main:574] : INFO : Epoch 1774 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 2797.7 ms [2021-12-15 01:44:02 main:574] : INFO : Epoch 1775 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 2805.6 ms [2021-12-15 01:44:05 main:574] : INFO : Epoch 1776 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 2804.64 ms [2021-12-15 01:44:08 main:574] : INFO : Epoch 1777 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 2801.98 ms [2021-12-15 01:44:11 main:574] : INFO : Epoch 1778 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 2794.52 ms [2021-12-15 01:44:14 main:574] : INFO : Epoch 1779 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2798.79 ms [2021-12-15 01:44:16 main:574] : INFO : Epoch 1780 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2797.99 ms [2021-12-15 01:44:19 main:574] : INFO : Epoch 1781 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2795.71 ms [2021-12-15 01:44:22 main:574] : INFO : Epoch 1782 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 2805.76 ms [2021-12-15 01:44:25 main:574] : INFO : Epoch 1783 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2799.67 ms [2021-12-15 01:44:28 main:574] : INFO : Epoch 1784 | loss: 0.031251 | val_loss: 0.031251 | Time: 2801.2 ms [2021-12-15 01:44:30 main:574] : INFO : Epoch 1785 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2791.46 ms [2021-12-15 01:44:33 main:574] : INFO : Epoch 1786 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 2801.9 ms [2021-12-15 01:44:36 main:574] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2805.7 ms [2021-12-15 01:44:39 main:574] : INFO : Epoch 1788 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2799.88 ms [2021-12-15 01:44:42 main:574] : INFO : Epoch 1789 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2803.88 ms [2021-12-15 01:44:44 main:574] : INFO : Epoch 1790 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2795.73 ms [2021-12-15 01:44:47 main:574] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2797.64 ms [2021-12-15 01:44:50 main:574] : INFO : Epoch 1792 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2802.96 ms [2021-12-15 01:44:53 main:574] : INFO : Epoch 1793 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2799.62 ms [2021-12-15 01:44:56 main:574] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2795.29 ms [2021-12-15 01:44:58 main:574] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2799.48 ms [2021-12-15 01:45:01 main:574] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2800.24 ms [2021-12-15 01:45:04 main:574] : INFO : Epoch 1797 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2802.03 ms [2021-12-15 01:45:07 main:574] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2804.3 ms [2021-12-15 01:45:10 main:574] : INFO : Epoch 1799 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2795.12 ms [2021-12-15 01:45:12 main:574] : INFO : Epoch 1800 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2794.99 ms [2021-12-15 01:45:15 main:574] : INFO : Epoch 1801 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2804.58 ms [2021-12-15 01:45:18 main:574] : INFO : Epoch 1802 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2799.62 ms [2021-12-15 01:45:21 main:574] : INFO : Epoch 1803 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2796.67 ms [2021-12-15 01:45:24 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2806.37 ms [2021-12-15 01:45:27 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2838.09 ms [2021-12-15 01:45:29 main:574] : INFO : Epoch 1806 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2798.79 ms [2021-12-15 01:45:32 main:574] : INFO : Epoch 1807 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2800.05 ms [2021-12-15 01:45:35 main:574] : INFO : Epoch 1808 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2836.06 ms [2021-12-15 01:45:38 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2804.89 ms [2021-12-15 01:45:41 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2796.56 ms [2021-12-15 01:45:43 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2796.64 ms [2021-12-15 01:45:46 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2799.87 ms [2021-12-15 01:45:49 main:574] : INFO : Epoch 1813 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2799.77 ms [2021-12-15 01:45:52 main:574] : INFO : Epoch 1814 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2801.4 ms [2021-12-15 01:45:55 main:574] : INFO : Epoch 1815 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2797.82 ms [2021-12-15 01:45:57 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2794.07 ms [2021-12-15 01:46:00 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2797.89 ms [2021-12-15 01:46:03 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2799.07 ms [2021-12-15 01:46:06 main:574] : INFO : Epoch 1819 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2798.88 ms [2021-12-15 01:46:09 main:574] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2792.04 ms [2021-12-15 01:46:11 main:574] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2797.7 ms [2021-12-15 01:46:14 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2800.04 ms [2021-12-15 01:46:17 main:574] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2793.69 ms [2021-12-15 01:46:20 main:574] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2795.56 ms [2021-12-15 01:46:23 main:574] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2801.86 ms [2021-12-15 01:46:25 main:574] : INFO : Epoch 1826 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2798.88 ms [2021-12-15 01:46:28 main:574] : INFO : Epoch 1827 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2801.57 ms [2021-12-15 01:46:31 main:574] : INFO : Epoch 1828 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2806.23 ms [2021-12-15 01:46:34 main:574] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2806.08 ms [2021-12-15 01:46:37 main:574] : INFO : Epoch 1830 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2792.77 ms [2021-12-15 01:46:39 main:574] : INFO : Epoch 1831 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2799.63 ms [2021-12-15 01:46:42 main:574] : INFO : Epoch 1832 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2806.43 ms [2021-12-15 01:46:45 main:574] : INFO : Epoch 1833 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2796.83 ms [2021-12-15 01:46:48 main:574] : INFO : Epoch 1834 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2795.49 ms [2021-12-15 01:46:51 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2802.85 ms [2021-12-15 01:46:53 main:574] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2794.29 ms [2021-12-15 01:46:56 main:574] : INFO : Epoch 1837 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2794.65 ms [2021-12-15 01:46:59 main:574] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2799.61 ms [2021-12-15 01:47:02 main:574] : INFO : Epoch 1839 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2798.13 ms [2021-12-15 01:47:05 main:574] : INFO : Epoch 1840 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2799.95 ms [2021-12-15 01:47:08 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2800.03 ms [2021-12-15 01:47:10 main:574] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2798.33 ms [2021-12-15 01:47:13 main:574] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2796.37 ms [2021-12-15 01:47:16 main:574] : INFO : Epoch 1844 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2796.67 ms [2021-12-15 01:47:19 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2795.93 ms [2021-12-15 01:47:22 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2795.53 ms [2021-12-15 01:47:24 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2806.59 ms [2021-12-15 01:47:27 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2795.35 ms [2021-12-15 01:47:30 main:574] : INFO : Epoch 1849 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 2799.59 ms [2021-12-15 01:47:33 main:574] : INFO : Epoch 1850 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2795.01 ms [2021-12-15 01:47:36 main:574] : INFO : Epoch 1851 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 2801.13 ms [2021-12-15 01:47:38 main:574] : INFO : Epoch 1852 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2800.15 ms [2021-12-15 01:47:41 main:574] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2797.7 ms [2021-12-15 01:47:44 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2801.74 ms [2021-12-15 01:47:47 main:574] : INFO : Epoch 1855 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2800.31 ms [2021-12-15 01:47:50 main:574] : INFO : Epoch 1856 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2799.25 ms [2021-12-15 01:47:52 main:574] : INFO : Epoch 1857 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2799 ms [2021-12-15 01:47:55 main:574] : INFO : Epoch 1858 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2803.11 ms [2021-12-15 01:47:58 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2802.98 ms [2021-12-15 01:48:01 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2799.31 ms [2021-12-15 01:48:04 main:574] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2799.01 ms [2021-12-15 01:48:06 main:574] : INFO : Epoch 1862 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2806 ms [2021-12-15 01:48:09 main:574] : INFO : Epoch 1863 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2793.93 ms [2021-12-15 01:48:12 main:574] : INFO : Epoch 1864 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2794.47 ms [2021-12-15 01:48:15 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2796.09 ms [2021-12-15 01:48:18 main:574] : INFO : Epoch 1866 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2799.55 ms [2021-12-15 01:48:20 main:574] : INFO : Epoch 1867 | loss: 0.031251 | val_loss: 0.03125 | Time: 2802.49 ms [2021-12-15 01:48:23 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2803.27 ms [2021-12-15 01:48:26 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2797.44 ms [2021-12-15 01:48:29 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2801.97 ms [2021-12-15 01:48:32 main:574] : INFO : Epoch 1871 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2799.66 ms [2021-12-15 01:48:34 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2794.34 ms [2021-12-15 01:48:37 main:574] : INFO : Epoch 1873 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2800.12 ms [2021-12-15 01:48:40 main:574] : INFO : Epoch 1874 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2791.94 ms [2021-12-15 01:48:43 main:574] : INFO : Epoch 1875 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2797.53 ms [2021-12-15 01:48:46 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2806.47 ms [2021-12-15 01:48:48 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2793.81 ms [2021-12-15 01:48:51 main:574] : INFO : Epoch 1878 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 2798.65 ms [2021-12-15 01:48:54 main:574] : INFO : Epoch 1879 | loss: 0.0312511 | val_loss: 0.03125 | Time: 2796.13 ms [2021-12-15 01:48:57 main:574] : INFO : Epoch 1880 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2797.23 ms [2021-12-15 01:49:00 main:574] : INFO : Epoch 1881 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2796.55 ms [2021-12-15 01:49:02 main:574] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2795.3 ms [2021-12-15 01:49:05 main:574] : INFO : Epoch 1883 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2799.78 ms [2021-12-15 01:49:08 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2793.71 ms [2021-12-15 01:49:11 main:574] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2799.5 ms [2021-12-15 01:49:14 main:574] : INFO : Epoch 1886 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2798.91 ms [2021-12-15 01:49:17 main:574] : INFO : Epoch 1887 | loss: 0.031252 | val_loss: 0.0312505 | Time: 2795.08 ms [2021-12-15 01:49:19 main:574] : INFO : Epoch 1888 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 2799.5 ms [2021-12-15 01:49:22 main:574] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2792.35 ms [2021-12-15 01:49:25 main:574] : INFO : Epoch 1890 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2797.99 ms [2021-12-15 01:49:28 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2799.09 ms [2021-12-15 01:49:31 main:574] : INFO : Epoch 1892 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2797.44 ms [2021-12-15 01:49:33 main:574] : INFO : Epoch 1893 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2798.47 ms [2021-12-15 01:49:36 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2796.39 ms [2021-12-15 01:49:39 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2795.93 ms [2021-12-15 01:49:42 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2793.75 ms [2021-12-15 01:49:45 main:574] : INFO : Epoch 1897 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2795.54 ms [2021-12-15 01:49:47 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2802.73 ms [2021-12-15 01:49:50 main:574] : INFO : Epoch 1899 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2801.87 ms [2021-12-15 01:49:53 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2802.74 ms [2021-12-15 01:49:56 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2800.11 ms [2021-12-15 01:49:59 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2795.21 ms [2021-12-15 01:50:01 main:574] : INFO : Epoch 1903 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2801.97 ms [2021-12-15 01:50:04 main:574] : INFO : Epoch 1904 | loss: 0.0312499 | val_loss: 0.031252 | Time: 2788.76 ms [2021-12-15 01:50:07 main:574] : INFO : Epoch 1905 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2802.21 ms [2021-12-15 01:50:10 main:574] : INFO : Epoch 1906 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 2795.29 ms [2021-12-15 01:50:13 main:574] : INFO : Epoch 1907 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2794.7 ms [2021-12-15 01:50:15 main:574] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2805.86 ms [2021-12-15 01:50:18 main:574] : INFO : Epoch 1909 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2799.34 ms [2021-12-15 01:50:21 main:574] : INFO : Epoch 1910 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2798.32 ms [2021-12-15 01:50:24 main:574] : INFO : Epoch 1911 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2798.16 ms [2021-12-15 01:50:27 main:574] : INFO : Epoch 1912 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2798.13 ms [2021-12-15 01:50:29 main:574] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 2800.52 ms [2021-12-15 01:50:32 main:574] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 2799.33 ms [2021-12-15 01:50:35 main:574] : INFO : Epoch 1915 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2798.08 ms [2021-12-15 01:50:38 main:574] : INFO : Epoch 1916 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 2793.83 ms [2021-12-15 01:50:41 main:574] : INFO : Epoch 1917 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2797.46 ms [2021-12-15 01:50:43 main:574] : INFO : Epoch 1918 | loss: 0.0312478 | val_loss: 0.031248 | Time: 2793.9 ms [2021-12-15 01:50:46 main:574] : INFO : Epoch 1919 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 2802.86 ms [2021-12-15 01:50:49 main:574] : INFO : Epoch 1920 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2796.34 ms [2021-12-15 01:50:52 main:574] : INFO : Epoch 1921 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2790.28 ms [2021-12-15 01:50:55 main:574] : INFO : Epoch 1922 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 2796.76 ms [2021-12-15 01:50:57 main:574] : INFO : Epoch 1923 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2801.1 ms [2021-12-15 01:51:00 main:574] : INFO : Epoch 1924 | loss: 0.0312468 | val_loss: 0.0312445 | Time: 2804.83 ms [2021-12-15 01:51:03 main:574] : INFO : Epoch 1925 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 2796.53 ms [2021-12-15 01:51:06 main:574] : INFO : Epoch 1926 | loss: 0.0312434 | val_loss: 0.0312477 | Time: 2803.89 ms [2021-12-15 01:51:09 main:574] : INFO : Epoch 1927 | loss: 0.0312427 | val_loss: 0.031241 | Time: 2798.36 ms [2021-12-15 01:51:12 main:574] : INFO : Epoch 1928 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 2802.89 ms [2021-12-15 01:51:14 main:574] : INFO : Epoch 1929 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 2804.63 ms [2021-12-15 01:51:17 main:574] : INFO : Epoch 1930 | loss: 0.0312412 | val_loss: 0.0312379 | Time: 2792.6 ms [2021-12-15 01:51:20 main:574] : INFO : Epoch 1931 | loss: 0.031239 | val_loss: 0.0312364 | Time: 2792.43 ms [2021-12-15 01:51:23 main:574] : INFO : Epoch 1932 | loss: 0.0312408 | val_loss: 0.0312461 | Time: 2796.79 ms [2021-12-15 01:51:26 main:574] : INFO : Epoch 1933 | loss: 0.0312407 | val_loss: 0.0312368 | Time: 2798.17 ms [2021-12-15 01:51:28 main:574] : INFO : Epoch 1934 | loss: 0.0312387 | val_loss: 0.0312418 | Time: 2796.25 ms [2021-12-15 01:51:31 main:574] : INFO : Epoch 1935 | loss: 0.0312399 | val_loss: 0.0312519 | Time: 2796.83 ms [2021-12-15 01:51:34 main:574] : INFO : Epoch 1936 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2799.51 ms [2021-12-15 01:51:37 main:574] : INFO : Epoch 1937 | loss: 0.0312474 | val_loss: 0.0312405 | Time: 2796.64 ms [2021-12-15 01:51:40 main:574] : INFO : Epoch 1938 | loss: 0.0312338 | val_loss: 0.0312331 | Time: 2796.8 ms [2021-12-15 01:51:42 main:574] : INFO : Epoch 1939 | loss: 0.0312401 | val_loss: 0.0312361 | Time: 2799.98 ms [2021-12-15 01:51:45 main:574] : INFO : Epoch 1940 | loss: 0.031241 | val_loss: 0.0312387 | Time: 2799.13 ms [2021-12-15 01:51:48 main:574] : INFO : Epoch 1941 | loss: 0.0312364 | val_loss: 0.0312304 | Time: 2791.89 ms [2021-12-15 01:51:51 main:574] : INFO : Epoch 1942 | loss: 0.0312355 | val_loss: 0.0312328 | Time: 2799.8 ms [2021-12-15 01:51:54 main:574] : INFO : Epoch 1943 | loss: 0.0312359 | val_loss: 0.0312413 | Time: 2801.57 ms [2021-12-15 01:51:56 main:574] : INFO : Epoch 1944 | loss: 0.0312317 | val_loss: 0.0312284 | Time: 2798.32 ms [2021-12-15 01:51:59 main:574] : INFO : Epoch 1945 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 2804.79 ms [2021-12-15 01:52:02 main:574] : INFO : Epoch 1946 | loss: 0.0312319 | val_loss: 0.0312418 | Time: 2799.59 ms [2021-12-15 01:52:05 main:574] : INFO : Epoch 1947 | loss: 0.0312366 | val_loss: 0.0312318 | Time: 2808.91 ms [2021-12-15 01:52:08 main:574] : INFO : Epoch 1948 | loss: 0.0312335 | val_loss: 0.0312275 | Time: 2800.21 ms [2021-12-15 01:52:10 main:574] : INFO : Epoch 1949 | loss: 0.0312284 | val_loss: 0.0312265 | Time: 2791.35 ms [2021-12-15 01:52:13 main:574] : INFO : Epoch 1950 | loss: 0.0312306 | val_loss: 0.0312263 | Time: 2803.15 ms [2021-12-15 01:52:16 main:574] : INFO : Epoch 1951 | loss: 0.0312345 | val_loss: 0.0312474 | Time: 2802.03 ms [2021-12-15 01:52:19 main:574] : INFO : Epoch 1952 | loss: 0.0312448 | val_loss: 0.0312518 | Time: 2800.78 ms [2021-12-15 01:52:22 main:574] : INFO : Epoch 1953 | loss: 0.031236 | val_loss: 0.0312276 | Time: 2796.71 ms [2021-12-15 01:52:24 main:574] : INFO : Epoch 1954 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 2800.7 ms [2021-12-15 01:52:27 main:574] : INFO : Epoch 1955 | loss: 0.0312277 | val_loss: 0.0312251 | Time: 2804.28 ms [2021-12-15 01:52:30 main:574] : INFO : Epoch 1956 | loss: 0.0312313 | val_loss: 0.0312243 | Time: 2804.34 ms [2021-12-15 01:52:33 main:574] : INFO : Epoch 1957 | loss: 0.0312325 | val_loss: 0.0312668 | Time: 2796.76 ms [2021-12-15 01:52:36 main:574] : INFO : Epoch 1958 | loss: 0.0312377 | val_loss: 0.031243 | Time: 2798.49 ms [2021-12-15 01:52:38 main:574] : INFO : Epoch 1959 | loss: 0.0312334 | val_loss: 0.0312264 | Time: 2801.25 ms [2021-12-15 01:52:41 main:574] : INFO : Epoch 1960 | loss: 0.0312348 | val_loss: 0.0312284 | Time: 2799.73 ms [2021-12-15 01:52:44 main:574] : INFO : Epoch 1961 | loss: 0.0312313 | val_loss: 0.0312292 | Time: 2796.68 ms [2021-12-15 01:52:47 main:574] : INFO : Epoch 1962 | loss: 0.0312293 | val_loss: 0.0312273 | Time: 2797.47 ms [2021-12-15 01:52:50 main:574] : INFO : Epoch 1963 | loss: 0.0312275 | val_loss: 0.0312303 | Time: 2803.59 ms [2021-12-15 01:52:53 main:574] : INFO : Epoch 1964 | loss: 0.0312341 | val_loss: 0.0312234 | Time: 2800.64 ms [2021-12-15 01:52:55 main:574] : INFO : Epoch 1965 | loss: 0.0312265 | val_loss: 0.0312235 | Time: 2797.91 ms [2021-12-15 01:52:58 main:574] : INFO : Epoch 1966 | loss: 0.0312241 | val_loss: 0.0312228 | Time: 2795.65 ms [2021-12-15 01:53:01 main:574] : INFO : Epoch 1967 | loss: 0.0312427 | val_loss: 0.0312224 | Time: 2801.58 ms [2021-12-15 01:53:04 main:574] : INFO : Epoch 1968 | loss: 0.0312359 | val_loss: 0.0312329 | Time: 2802.87 ms [2021-12-15 01:53:07 main:574] : INFO : Epoch 1969 | loss: 0.0312279 | val_loss: 0.0312267 | Time: 2793.85 ms [2021-12-15 01:53:09 main:574] : INFO : Epoch 1970 | loss: 0.031226 | val_loss: 0.0312229 | Time: 2796.74 ms [2021-12-15 01:53:12 main:574] : INFO : Epoch 1971 | loss: 0.0312237 | val_loss: 0.0312224 | Time: 2797.89 ms [2021-12-15 01:53:15 main:574] : INFO : Epoch 1972 | loss: 0.0312233 | val_loss: 0.0312209 | Time: 2808.87 ms [2021-12-15 01:53:18 main:574] : INFO : Epoch 1973 | loss: 0.031224 | val_loss: 0.0312277 | Time: 2796 ms [2021-12-15 01:53:21 main:574] : INFO : Epoch 1974 | loss: 0.0312309 | val_loss: 0.031224 | Time: 2795.27 ms [2021-12-15 01:53:23 main:574] : INFO : Epoch 1975 | loss: 0.0312244 | val_loss: 0.0312247 | Time: 2799.25 ms [2021-12-15 01:53:26 main:574] : INFO : Epoch 1976 | loss: 0.0312292 | val_loss: 0.0312253 | Time: 2802.03 ms [2021-12-15 01:53:29 main:574] : INFO : Epoch 1977 | loss: 0.0312231 | val_loss: 0.0312298 | Time: 2802.12 ms [2021-12-15 01:53:32 main:574] : INFO : Epoch 1978 | loss: 0.0312237 | val_loss: 0.0312191 | Time: 2797.68 ms [2021-12-15 01:53:35 main:574] : INFO : Epoch 1979 | loss: 0.0312251 | val_loss: 0.0312238 | Time: 2806.64 ms [2021-12-15 01:53:37 main:574] : INFO : Epoch 1980 | loss: 0.0312234 | val_loss: 0.0312188 | Time: 2798.05 ms [2021-12-15 01:53:40 main:574] : INFO : Epoch 1981 | loss: 0.0312384 | val_loss: 0.031221 | Time: 2801.55 ms [2021-12-15 01:53:43 main:574] : INFO : Epoch 1982 | loss: 0.0312289 | val_loss: 0.0312215 | Time: 2791.9 ms [2021-12-15 01:53:46 main:574] : INFO : Epoch 1983 | loss: 0.0312239 | val_loss: 0.0312261 | Time: 2792.7 ms [2021-12-15 01:53:49 main:574] : INFO : Epoch 1984 | loss: 0.031223 | val_loss: 0.0312227 | Time: 2802.81 ms [2021-12-15 01:53:51 main:574] : INFO : Epoch 1985 | loss: 0.0312232 | val_loss: 0.0312243 | Time: 2806.09 ms [2021-12-15 01:53:54 main:574] : INFO : Epoch 1986 | loss: 0.0312222 | val_loss: 0.0312233 | Time: 2790.69 ms [2021-12-15 01:53:57 main:574] : INFO : Epoch 1987 | loss: 0.0312202 | val_loss: 0.0312174 | Time: 2795.61 ms [2021-12-15 01:54:00 main:574] : INFO : Epoch 1988 | loss: 0.0312255 | val_loss: 0.0312383 | Time: 2794.81 ms [2021-12-15 01:54:03 main:574] : INFO : Epoch 1989 | loss: 0.0312288 | val_loss: 0.0312209 | Time: 2798.11 ms [2021-12-15 01:54:05 main:574] : INFO : Epoch 1990 | loss: 0.0312215 | val_loss: 0.0312178 | Time: 2800.52 ms [2021-12-15 01:54:08 main:574] : INFO : Epoch 1991 | loss: 0.0312254 | val_loss: 0.0312232 | Time: 2797.23 ms [2021-12-15 01:54:11 main:574] : INFO : Epoch 1992 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 2797.64 ms [2021-12-15 01:54:14 main:574] : INFO : Epoch 1993 | loss: 0.0312217 | val_loss: 0.0312167 | Time: 2795.95 ms [2021-12-15 01:54:17 main:574] : INFO : Epoch 1994 | loss: 0.0312245 | val_loss: 0.0312183 | Time: 2806.93 ms [2021-12-15 01:54:19 main:574] : INFO : Epoch 1995 | loss: 0.0312255 | val_loss: 0.0312214 | Time: 2804.96 ms [2021-12-15 01:54:22 main:574] : INFO : Epoch 1996 | loss: 0.0312261 | val_loss: 0.0312209 | Time: 2792.99 ms [2021-12-15 01:54:25 main:574] : INFO : Epoch 1997 | loss: 0.0312225 | val_loss: 0.031217 | Time: 2796.63 ms [2021-12-15 01:54:28 main:574] : INFO : Epoch 1998 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 2795.44 ms [2021-12-15 01:54:31 main:574] : INFO : Epoch 1999 | loss: 0.031224 | val_loss: 0.031216 | Time: 2800.27 ms [2021-12-15 01:54:33 main:574] : INFO : Epoch 2000 | loss: 0.0312209 | val_loss: 0.031215 | Time: 2798.58 ms [2021-12-15 01:54:36 main:574] : INFO : Epoch 2001 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 2803.61 ms [2021-12-15 01:54:39 main:574] : INFO : Epoch 2002 | loss: 0.0312203 | val_loss: 0.0312146 | Time: 2805.51 ms [2021-12-15 01:54:42 main:574] : INFO : Epoch 2003 | loss: 0.0312243 | val_loss: 0.0312276 | Time: 2796.83 ms [2021-12-15 01:54:45 main:574] : INFO : Epoch 2004 | loss: 0.0312195 | val_loss: 0.0312145 | Time: 2798.6 ms [2021-12-15 01:54:47 main:574] : INFO : Epoch 2005 | loss: 0.0312152 | val_loss: 0.031211 | Time: 2800.43 ms [2021-12-15 01:54:50 main:574] : INFO : Epoch 2006 | loss: 0.0312215 | val_loss: 0.0312361 | Time: 2800.65 ms [2021-12-15 01:54:53 main:574] : INFO : Epoch 2007 | loss: 0.0312318 | val_loss: 0.0312159 | Time: 2805.84 ms [2021-12-15 01:54:56 main:574] : INFO : Epoch 2008 | loss: 0.0312232 | val_loss: 0.0312217 | Time: 2805.48 ms [2021-12-15 01:54:59 main:574] : INFO : Epoch 2009 | loss: 0.0312165 | val_loss: 0.0312101 | Time: 2795 ms [2021-12-15 01:55:02 main:574] : INFO : Epoch 2010 | loss: 0.0312215 | val_loss: 0.031216 | Time: 2798.33 ms [2021-12-15 01:55:04 main:574] : INFO : Epoch 2011 | loss: 0.031222 | val_loss: 0.0312264 | Time: 2794.72 ms [2021-12-15 01:55:07 main:574] : INFO : Epoch 2012 | loss: 0.0312171 | val_loss: 0.0312095 | Time: 2802.07 ms [2021-12-15 01:55:10 main:574] : INFO : Epoch 2013 | loss: 0.0312112 | val_loss: 0.0312105 | Time: 2798.95 ms [2021-12-15 01:55:13 main:574] : INFO : Epoch 2014 | loss: 0.0312104 | val_loss: 0.0312156 | Time: 2798.5 ms [2021-12-15 01:55:16 main:574] : INFO : Epoch 2015 | loss: 0.0312119 | val_loss: 0.0312056 | Time: 2799.93 ms [2021-12-15 01:55:18 main:574] : INFO : Epoch 2016 | loss: 0.0312095 | val_loss: 0.0312057 | Time: 2793.07 ms [2021-12-15 01:55:21 main:574] : INFO : Epoch 2017 | loss: 0.0312155 | val_loss: 0.0312248 | Time: 2800.74 ms [2021-12-15 01:55:24 main:574] : INFO : Epoch 2018 | loss: 0.0312173 | val_loss: 0.0312059 | Time: 2798.41 ms [2021-12-15 01:55:27 main:574] : INFO : Epoch 2019 | loss: 0.0312245 | val_loss: 0.0312108 | Time: 2797.24 ms [2021-12-15 01:55:30 main:574] : INFO : Epoch 2020 | loss: 0.031214 | val_loss: 0.0312225 | Time: 2797.69 ms [2021-12-15 01:55:32 main:574] : INFO : Epoch 2021 | loss: 0.0312164 | val_loss: 0.0312046 | Time: 2799.34 ms [2021-12-15 01:55:35 main:574] : INFO : Epoch 2022 | loss: 0.0312095 | val_loss: 0.0312033 | Time: 2800.29 ms [2021-12-15 01:55:38 main:574] : INFO : Epoch 2023 | loss: 0.0312153 | val_loss: 0.0312077 | Time: 2802.92 ms [2021-12-15 01:55:41 main:574] : INFO : Epoch 2024 | loss: 0.0312091 | val_loss: 0.0312035 | Time: 2801.49 ms [2021-12-15 01:55:44 main:574] : INFO : Epoch 2025 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 2804.92 ms [2021-12-15 01:55:46 main:574] : INFO : Epoch 2026 | loss: 0.0312182 | val_loss: 0.0312074 | Time: 2799.4 ms [2021-12-15 01:55:49 main:574] : INFO : Epoch 2027 | loss: 0.0312125 | val_loss: 0.0312034 | Time: 2795.9 ms [2021-12-15 01:55:52 main:574] : INFO : Epoch 2028 | loss: 0.0312069 | val_loss: 0.0312183 | Time: 2804.05 ms [2021-12-15 01:55:55 main:574] : INFO : Epoch 2029 | loss: 0.0312077 | val_loss: 0.0312027 | Time: 2798.25 ms [2021-12-15 01:55:58 main:574] : INFO : Epoch 2030 | loss: 0.0312123 | val_loss: 0.0312107 | Time: 2793.34 ms [2021-12-15 01:56:00 main:574] : INFO : Epoch 2031 | loss: 0.0312053 | val_loss: 0.0312002 | Time: 2800.1 ms [2021-12-15 01:56:03 main:574] : INFO : Epoch 2032 | loss: 0.0312121 | val_loss: 0.0312021 | Time: 2797.86 ms [2021-12-15 01:56:06 main:574] : INFO : Epoch 2033 | loss: 0.031211 | val_loss: 0.0312086 | Time: 2804.4 ms [2021-12-15 01:56:09 main:574] : INFO : Epoch 2034 | loss: 0.0312057 | val_loss: 0.0312053 | Time: 2799.98 ms [2021-12-15 01:56:12 main:574] : INFO : Epoch 2035 | loss: 0.0312059 | val_loss: 0.0312011 | Time: 2795.98 ms [2021-12-15 01:56:14 main:574] : INFO : Epoch 2036 | loss: 0.0312106 | val_loss: 0.0312034 | Time: 2801.42 ms [2021-12-15 01:56:17 main:574] : INFO : Epoch 2037 | loss: 0.0312068 | val_loss: 0.0312042 | Time: 2798.87 ms [2021-12-15 01:56:20 main:574] : INFO : Epoch 2038 | loss: 0.0312028 | val_loss: 0.0312087 | Time: 2804.94 ms [2021-12-15 01:56:23 main:574] : INFO : Epoch 2039 | loss: 0.0312143 | val_loss: 0.0312008 | Time: 2800.62 ms [2021-12-15 01:56:26 main:574] : INFO : Epoch 2040 | loss: 0.0312062 | val_loss: 0.031204 | Time: 2799.55 ms [2021-12-15 01:56:29 main:574] : INFO : Epoch 2041 | loss: 0.0312033 | val_loss: 0.0311988 | Time: 2795.75 ms [2021-12-15 01:56:31 main:574] : INFO : Epoch 2042 | loss: 0.0312057 | val_loss: 0.0311991 | Time: 2801.93 ms [2021-12-15 01:56:34 main:574] : INFO : Epoch 2043 | loss: 0.0312052 | val_loss: 0.0312022 | Time: 2800.55 ms [2021-12-15 01:56:37 main:574] : INFO : Epoch 2044 | loss: 0.031207 | val_loss: 0.0312044 | Time: 2804.07 ms [2021-12-15 01:56:40 main:574] : INFO : Epoch 2045 | loss: 0.0312019 | val_loss: 0.0312035 | Time: 2801.24 ms [2021-12-15 01:56:43 main:574] : INFO : Epoch 2046 | loss: 0.0312099 | val_loss: 0.0312034 | Time: 2793.3 ms [2021-12-15 01:56:45 main:574] : INFO : Epoch 2047 | loss: 0.0312076 | val_loss: 0.0312048 | Time: 2800.38 ms [2021-12-15 01:56:48 main:574] : INFO : Epoch 2048 | loss: 0.0312025 | val_loss: 0.0311973 | Time: 2794.91 ms [2021-12-15 01:56:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311973 [2021-12-15 01:56:48 main:603] : INFO : Saving end state to config to file [2021-12-15 01:56:48 main:608] : INFO : Success, exiting.. 01:56:48 (15596): 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)