Task 14547347
| Name | ParityModified-1647049185-26129-3-0_1 |
| Workunit | 11322001 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:15:58 UTC |
| Report deadline | 16 Apr 2022, 6:15:58 UTC |
| Received | 8 Apr 2022, 13:56:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 44 min 31 sec |
| CPU time | 2 hours 43 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 4824.82 ms [2022-04-08 05:42:39 main:574] : INFO : Epoch 1543 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 4788.37 ms [2022-04-08 05:42:44 main:574] : INFO : Epoch 1544 | loss: 0.031169 | val_loss: 0.0311772 | Time: 4789.24 ms [2022-04-08 05:42:48 main:574] : INFO : Epoch 1545 | loss: 0.0311691 | val_loss: 0.0311816 | Time: 4849.3 ms [2022-04-08 05:42:53 main:574] : INFO : Epoch 1546 | loss: 0.0311687 | val_loss: 0.0311767 | Time: 4762.36 ms [2022-04-08 05:42:58 main:574] : INFO : Epoch 1547 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 4796.28 ms [2022-04-08 05:43:03 main:574] : INFO : Epoch 1548 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 4894.49 ms [2022-04-08 05:43:08 main:574] : INFO : Epoch 1549 | loss: 0.0311685 | val_loss: 0.0311778 | Time: 4768.94 ms [2022-04-08 05:43:12 main:574] : INFO : Epoch 1550 | loss: 0.0311795 | val_loss: 0.0311834 | Time: 4756.87 ms [2022-04-08 05:43:17 main:574] : INFO : Epoch 1551 | loss: 0.0311815 | val_loss: 0.0311868 | Time: 4777.89 ms [2022-04-08 05:43:22 main:574] : INFO : Epoch 1552 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 4752.22 ms [2022-04-08 05:43:27 main:574] : INFO : Epoch 1553 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 4789.39 ms [2022-04-08 05:43:32 main:574] : INFO : Epoch 1554 | loss: 0.0311806 | val_loss: 0.031181 | Time: 4739.53 ms [2022-04-08 05:43:36 main:574] : INFO : Epoch 1555 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 4698.67 ms [2022-04-08 05:43:41 main:574] : INFO : Epoch 1556 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 4982.08 ms [2022-04-08 05:43:46 main:574] : INFO : Epoch 1557 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 5215.56 ms [2022-04-08 05:43:51 main:574] : INFO : Epoch 1558 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 4782.35 ms [2022-04-08 05:43:56 main:574] : INFO : Epoch 1559 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 4732.3 ms [2022-04-08 05:44:01 main:574] : INFO : Epoch 1560 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 4681.88 ms [2022-04-08 05:44:05 main:574] : INFO : Epoch 1561 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 4732.15 ms [2022-04-08 05:44:10 main:574] : INFO : Epoch 1562 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 4875.28 ms [2022-04-08 05:44:15 main:574] : INFO : Epoch 1563 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 4811.52 ms [2022-04-08 05:44:20 main:574] : INFO : Epoch 1564 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 4732.54 ms [2022-04-08 05:44:25 main:574] : INFO : Epoch 1565 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 4772.13 ms [2022-04-08 05:44:29 main:574] : INFO : Epoch 1566 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 4799.82 ms [2022-04-08 05:44:34 main:574] : INFO : Epoch 1567 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 4721.82 ms [2022-04-08 05:44:39 main:574] : INFO : Epoch 1568 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 4861.42 ms [2022-04-08 05:44:44 main:574] : INFO : Epoch 1569 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 4694.72 ms [2022-04-08 05:44:49 main:574] : INFO : Epoch 1570 | loss: 0.031174 | val_loss: 0.0311811 | Time: 4786.51 ms [2022-04-08 05:44:53 main:574] : INFO : Epoch 1571 | loss: 0.031177 | val_loss: 0.03118 | Time: 4717.52 ms [2022-04-08 05:44:58 main:574] : INFO : Epoch 1572 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 4752.81 ms [2022-04-08 05:45:03 main:574] : INFO : Epoch 1573 | loss: 0.031173 | val_loss: 0.0311796 | Time: 4750.21 ms [2022-04-08 05:45:08 main:574] : INFO : Epoch 1574 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 4768.29 ms [2022-04-08 05:45:12 main:574] : INFO : Epoch 1575 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 4763.55 ms [2022-04-08 05:45:17 main:574] : INFO : Epoch 1576 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 4758.83 ms [2022-04-08 05:45:22 main:574] : INFO : Epoch 1577 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 4755.74 ms [2022-04-08 05:45:27 main:574] : INFO : Epoch 1578 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 4777.06 ms [2022-04-08 05:45:31 main:574] : INFO : Epoch 1579 | loss: 0.0311718 | val_loss: 0.03118 | Time: 4698.13 ms [2022-04-08 05:45:36 main:574] : INFO : Epoch 1580 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 4935.55 ms [2022-04-08 05:45:41 main:574] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311799 | Time: 4983.74 ms [2022-04-08 05:45:46 main:574] : INFO : Epoch 1582 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 4785.13 ms [2022-04-08 05:45:51 main:574] : INFO : Epoch 1583 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 4715.69 ms [2022-04-08 05:45:55 main:574] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 4731.34 ms [2022-04-08 05:46:00 main:574] : INFO : Epoch 1585 | loss: 0.0311734 | val_loss: 0.0311901 | Time: 4732.63 ms [2022-04-08 05:46:05 main:574] : INFO : Epoch 1586 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 4738.85 ms [2022-04-08 05:46:10 main:574] : INFO : Epoch 1587 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 4707.33 ms [2022-04-08 05:46:14 main:574] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 4745.44 ms [2022-04-08 05:46:19 main:574] : INFO : Epoch 1589 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 4742.83 ms [2022-04-08 05:46:24 main:574] : INFO : Epoch 1590 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 4729.19 ms [2022-04-08 05:46:29 main:574] : INFO : Epoch 1591 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 4739 ms [2022-04-08 05:46:33 main:574] : INFO : Epoch 1592 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 4761.77 ms [2022-04-08 05:46:38 main:574] : INFO : Epoch 1593 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 4771.67 ms [2022-04-08 05:46:43 main:574] : INFO : Epoch 1594 | loss: 0.031176 | val_loss: 0.0311785 | Time: 4831.18 ms [2022-04-08 05:46:48 main:574] : INFO : Epoch 1595 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 4842.64 ms [2022-04-08 05:46:53 main:574] : INFO : Epoch 1596 | loss: 0.0311768 | val_loss: 0.0311839 | Time: 5018.21 ms [2022-04-08 05:46:58 main:574] : INFO : Epoch 1597 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 4776.16 ms [2022-04-08 05:47:02 main:574] : INFO : Epoch 1598 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 4781.25 ms [2022-04-08 05:47:07 main:574] : INFO : Epoch 1599 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 4749.35 ms [2022-04-08 05:47:12 main:574] : INFO : Epoch 1600 | loss: 0.031176 | val_loss: 0.031183 | Time: 4742.69 ms [2022-04-08 05:47:17 main:574] : INFO : Epoch 1601 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 4736.38 ms [2022-04-08 05:47:21 main:574] : INFO : Epoch 1602 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 4737.61 ms [2022-04-08 05:47:26 main:574] : INFO : Epoch 1603 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 4745.68 ms [2022-04-08 05:47:31 main:574] : INFO : Epoch 1604 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 4753.45 ms [2022-04-08 05:47:36 main:574] : INFO : Epoch 1605 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 4726.89 ms [2022-04-08 05:47:41 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 4781.01 ms [2022-04-08 05:47:45 main:574] : INFO : Epoch 1607 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 4698.02 ms [2022-04-08 05:47:50 main:574] : INFO : Epoch 1608 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 4684.4 ms [2022-04-08 05:47:55 main:574] : INFO : Epoch 1609 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 4835.33 ms [2022-04-08 05:48:00 main:574] : INFO : Epoch 1610 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 4766.14 ms [2022-04-08 05:48:04 main:574] : INFO : Epoch 1611 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 4744.71 ms [2022-04-08 05:48:09 main:574] : INFO : Epoch 1612 | loss: 0.031169 | val_loss: 0.0311781 | Time: 4726.92 ms [2022-04-08 05:48:14 main:574] : INFO : Epoch 1613 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 4838.71 ms [2022-04-08 05:48:19 main:574] : INFO : Epoch 1614 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 4783.09 ms [2022-04-08 05:48:23 main:574] : INFO : Epoch 1615 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 4714.53 ms [2022-04-08 05:48:28 main:574] : INFO : Epoch 1616 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 4887.18 ms [2022-04-08 05:48:33 main:574] : INFO : Epoch 1617 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 4737.78 ms [2022-04-08 05:48:38 main:574] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 4748.72 ms [2022-04-08 05:48:43 main:574] : INFO : Epoch 1619 | loss: 0.0311681 | val_loss: 0.03118 | Time: 4768.34 ms [2022-04-08 05:48:47 main:574] : INFO : Epoch 1620 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 4720.87 ms [2022-04-08 05:48:52 main:574] : INFO : Epoch 1621 | loss: 0.0311686 | val_loss: 0.0311793 | Time: 4738.07 ms [2022-04-08 05:48:57 main:574] : INFO : Epoch 1622 | loss: 0.031169 | val_loss: 0.0311808 | Time: 4739.81 ms [2022-04-08 05:49:02 main:574] : INFO : Epoch 1623 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 4804.44 ms [2022-04-08 05:49:07 main:574] : INFO : Epoch 1624 | loss: 0.0311687 | val_loss: 0.0311803 | Time: 5003.67 ms [2022-04-08 05:49:11 main:574] : INFO : Epoch 1625 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 4735.25 ms [2022-04-08 05:49:16 main:574] : INFO : Epoch 1626 | loss: 0.0311683 | val_loss: 0.0311827 | Time: 4793.67 ms [2022-04-08 05:49:21 main:574] : INFO : Epoch 1627 | loss: 0.0311715 | val_loss: 0.0311827 | Time: 4773.52 ms [2022-04-08 05:49:26 main:574] : INFO : Epoch 1628 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 4707.42 ms [2022-04-08 05:49:30 main:574] : INFO : Epoch 1629 | loss: 0.0311693 | val_loss: 0.0311877 | Time: 4715.15 ms [2022-04-08 05:49:35 main:574] : INFO : Epoch 1630 | loss: 0.0311699 | val_loss: 0.0311827 | Time: 4719.39 ms [2022-04-08 05:49:40 main:574] : INFO : Epoch 1631 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 4702.7 ms [2022-04-08 05:49:44 main:574] : INFO : Epoch 1632 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 4711.54 ms [2022-04-08 05:49:49 main:574] : INFO : Epoch 1633 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 4761.23 ms [2022-04-08 05:49:54 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 4804.1 ms [2022-04-08 05:49:59 main:574] : INFO : Epoch 1635 | loss: 0.031167 | val_loss: 0.0311778 | Time: 4750.22 ms [2022-04-08 05:50:04 main:574] : INFO : Epoch 1636 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 4756.66 ms [2022-04-08 05:50:08 main:574] : INFO : Epoch 1637 | loss: 0.031168 | val_loss: 0.0311809 | Time: 4784.09 ms [2022-04-08 05:50:13 main:574] : INFO : Epoch 1638 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 4727.22 ms [2022-04-08 05:50:18 main:574] : INFO : Epoch 1639 | loss: 0.0311711 | val_loss: 0.0311838 | Time: 4767.99 ms [2022-04-08 05:50:23 main:574] : INFO : Epoch 1640 | loss: 0.0311694 | val_loss: 0.0311805 | Time: 4755.12 ms [2022-04-08 05:50:27 main:574] : INFO : Epoch 1641 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 4747.78 ms [2022-04-08 05:50:32 main:574] : INFO : Epoch 1642 | loss: 0.0311727 | val_loss: 0.0311897 | Time: 4836.57 ms [2022-04-08 05:50:37 main:574] : INFO : Epoch 1643 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 4867.23 ms [2022-04-08 05:50:42 main:574] : INFO : Epoch 1644 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 4744.11 ms [2022-04-08 05:50:47 main:574] : INFO : Epoch 1645 | loss: 0.0311678 | val_loss: 0.0311859 | Time: 4757.09 ms [2022-04-08 05:50:51 main:574] : INFO : Epoch 1646 | loss: 0.0311686 | val_loss: 0.0311895 | Time: 4759.04 ms [2022-04-08 05:50:56 main:574] : INFO : Epoch 1647 | loss: 0.03117 | val_loss: 0.0311791 | Time: 4698.08 ms [2022-04-08 05:51:01 main:574] : INFO : Epoch 1648 | loss: 0.0311679 | val_loss: 0.0311859 | Time: 4719.09 ms [2022-04-08 05:51:06 main:574] : INFO : Epoch 1649 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 4762.48 ms [2022-04-08 05:51:10 main:574] : INFO : Epoch 1650 | loss: 0.0311665 | val_loss: 0.031185 | Time: 4725.46 ms [2022-04-08 05:51:15 main:574] : INFO : Epoch 1651 | loss: 0.0311662 | val_loss: 0.0311852 | Time: 4749.32 ms [2022-04-08 05:51:20 main:574] : INFO : Epoch 1652 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 4824.36 ms [2022-04-08 05:51:25 main:574] : INFO : Epoch 1653 | loss: 0.0311669 | val_loss: 0.0311796 | Time: 4807.41 ms [2022-04-08 05:51:29 main:574] : INFO : Epoch 1654 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 4741.91 ms [2022-04-08 05:51:34 main:574] : INFO : Epoch 1655 | loss: 0.0311662 | val_loss: 0.0311813 | Time: 4583.05 ms [2022-04-08 05:51:39 main:574] : INFO : Epoch 1656 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 4784.49 ms [2022-04-08 05:51:44 main:574] : INFO : Epoch 1657 | loss: 0.0311651 | val_loss: 0.031179 | Time: 5238.05 ms [2022-04-08 05:51:49 main:574] : INFO : Epoch 1658 | loss: 0.0311661 | val_loss: 0.0311814 | Time: 4728.34 ms [2022-04-08 05:51:54 main:574] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311829 | Time: 4841.42 ms [2022-04-08 05:51:58 main:574] : INFO : Epoch 1660 | loss: 0.0311657 | val_loss: 0.0311809 | Time: 4758.48 ms [2022-04-08 05:52:03 main:574] : INFO : Epoch 1661 | loss: 0.031168 | val_loss: 0.031177 | Time: 4839.14 ms [2022-04-08 05:52:08 main:574] : INFO : Epoch 1662 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 4732.08 ms [2022-04-08 05:52:13 main:574] : INFO : Epoch 1663 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 4797.92 ms [2022-04-08 05:52:18 main:574] : INFO : Epoch 1664 | loss: 0.0311695 | val_loss: 0.0311791 | Time: 4712.19 ms [2022-04-08 05:52:22 main:574] : INFO : Epoch 1665 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 4742.49 ms [2022-04-08 05:52:27 main:574] : INFO : Epoch 1666 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 4690.09 ms [2022-04-08 05:52:32 main:574] : INFO : Epoch 1667 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 4726.89 ms [2022-04-08 05:52:36 main:574] : INFO : Epoch 1668 | loss: 0.0311663 | val_loss: 0.0311793 | Time: 4717.49 ms [2022-04-08 05:52:41 main:574] : INFO : Epoch 1669 | loss: 0.0311659 | val_loss: 0.0311794 | Time: 4716.44 ms [2022-04-08 05:52:46 main:574] : INFO : Epoch 1670 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 4744.33 ms [2022-04-08 05:52:51 main:574] : INFO : Epoch 1671 | loss: 0.0311715 | val_loss: 0.0311819 | Time: 5114 ms [2022-04-08 05:52:56 main:574] : INFO : Epoch 1672 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 4760.87 ms [2022-04-08 05:53:01 main:574] : INFO : Epoch 1673 | loss: 0.0311689 | val_loss: 0.0311824 | Time: 4800.74 ms [2022-04-08 05:53:05 main:574] : INFO : Epoch 1674 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 4741.42 ms [2022-04-08 05:53:10 main:574] : INFO : Epoch 1675 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 4777.6 ms [2022-04-08 05:53:15 main:574] : INFO : Epoch 1676 | loss: 0.0311693 | val_loss: 0.031179 | Time: 4735.26 ms [2022-04-08 05:53:20 main:574] : INFO : Epoch 1677 | loss: 0.0311689 | val_loss: 0.0311839 | Time: 4710.63 ms [2022-04-08 05:53:24 main:574] : INFO : Epoch 1678 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 4742.63 ms [2022-04-08 05:53:29 main:574] : INFO : Epoch 1679 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 4787.32 ms [2022-04-08 05:53:34 main:574] : INFO : Epoch 1680 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 4766.43 ms [2022-04-08 05:53:39 main:574] : INFO : Epoch 1681 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 4745.1 ms [2022-04-08 05:53:43 main:574] : INFO : Epoch 1682 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 4785.71 ms [2022-04-08 05:53:48 main:574] : INFO : Epoch 1683 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 4758.44 ms [2022-04-08 05:53:53 main:574] : INFO : Epoch 1684 | loss: 0.031171 | val_loss: 0.0311908 | Time: 4675.02 ms [2022-04-08 05:53:58 main:574] : INFO : Epoch 1685 | loss: 0.0311723 | val_loss: 0.0311845 | Time: 4711.21 ms [2022-04-08 05:54:02 main:574] : INFO : Epoch 1686 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 4663.03 ms [2022-04-08 05:54:07 main:574] : INFO : Epoch 1687 | loss: 0.0311692 | val_loss: 0.0311814 | Time: 4708.3 ms [2022-04-08 05:54:12 main:574] : INFO : Epoch 1688 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 4685.95 ms [2022-04-08 05:54:16 main:574] : INFO : Epoch 1689 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 4693.63 ms [2022-04-08 05:54:21 main:574] : INFO : Epoch 1690 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 4741.34 ms [2022-04-08 05:54:26 main:574] : INFO : Epoch 1691 | loss: 0.0311665 | val_loss: 0.0311801 | Time: 4768.67 ms [2022-04-08 05:54:31 main:574] : INFO : Epoch 1692 | loss: 0.0311684 | val_loss: 0.0311796 | Time: 4840.92 ms [2022-04-08 05:54:35 main:574] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 4690.67 ms [2022-04-08 05:54:40 main:574] : INFO : Epoch 1694 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 4726.07 ms [2022-04-08 05:54:45 main:574] : INFO : Epoch 1695 | loss: 0.0311675 | val_loss: 0.0311788 | Time: 4717.36 ms [2022-04-08 05:54:50 main:574] : INFO : Epoch 1696 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 4727.24 ms [2022-04-08 05:54:54 main:574] : INFO : Epoch 1697 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 4727.33 ms [2022-04-08 05:54:59 main:574] : INFO : Epoch 1698 | loss: 0.0311678 | val_loss: 0.0311811 | Time: 4720.75 ms [2022-04-08 05:55:04 main:574] : INFO : Epoch 1699 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 4692.04 ms [2022-04-08 05:55:09 main:574] : INFO : Epoch 1700 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 4800.55 ms [2022-04-08 05:55:14 main:574] : INFO : Epoch 1701 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 5205.19 ms [2022-04-08 05:55:19 main:574] : INFO : Epoch 1702 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 4797.25 ms [2022-04-08 05:55:23 main:574] : INFO : Epoch 1703 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 4682.96 ms [2022-04-08 05:55:28 main:574] : INFO : Epoch 1704 | loss: 0.031174 | val_loss: 0.0311792 | Time: 4703.28 ms [2022-04-08 05:55:33 main:574] : INFO : Epoch 1705 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 4753.59 ms [2022-04-08 05:55:38 main:574] : INFO : Epoch 1706 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 4696.99 ms [2022-04-08 05:55:42 main:574] : INFO : Epoch 1707 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 4722.54 ms [2022-04-08 05:55:47 main:574] : INFO : Epoch 1708 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 4780.56 ms [2022-04-08 05:55:52 main:574] : INFO : Epoch 1709 | loss: 0.0311774 | val_loss: 0.0311791 | Time: 4737.08 ms [2022-04-08 05:55:57 main:574] : INFO : Epoch 1710 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 4774.95 ms [2022-04-08 05:56:01 main:574] : INFO : Epoch 1711 | loss: 0.031173 | val_loss: 0.0311775 | Time: 4747.23 ms [2022-04-08 05:56:06 main:574] : INFO : Epoch 1712 | loss: 0.0311739 | val_loss: 0.031179 | Time: 4749.77 ms [2022-04-08 05:56:11 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 4703.51 ms [2022-04-08 05:56:16 main:574] : INFO : Epoch 1714 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 4835.34 ms [2022-04-08 05:56:20 main:574] : INFO : Epoch 1715 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 4721.59 ms [2022-04-08 05:56:25 main:574] : INFO : Epoch 1716 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 4720.94 ms [2022-04-08 05:56:30 main:574] : INFO : Epoch 1717 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 4731.03 ms [2022-04-08 05:56:35 main:574] : INFO : Epoch 1718 | loss: 0.0311713 | val_loss: 0.0311844 | Time: 4759.56 ms [2022-04-08 05:56:39 main:574] : INFO : Epoch 1719 | loss: 0.0311717 | val_loss: 0.031183 | Time: 4728.87 ms [2022-04-08 05:56:44 main:574] : INFO : Epoch 1720 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 4760.11 ms [2022-04-08 05:56:49 main:574] : INFO : Epoch 1721 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 4712.18 ms [2022-04-08 05:56:54 main:574] : INFO : Epoch 1722 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 4717.11 ms [2022-04-08 05:56:58 main:574] : INFO : Epoch 1723 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 4707.31 ms [2022-04-08 05:57:03 main:574] : INFO : Epoch 1724 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 4736.07 ms [2022-04-08 05:57:08 main:574] : INFO : Epoch 1725 | loss: 0.031178 | val_loss: 0.03118 | Time: 4747.49 ms [2022-04-08 05:57:12 main:574] : INFO : Epoch 1726 | loss: 0.031176 | val_loss: 0.0311796 | Time: 4696.76 ms [2022-04-08 05:57:17 main:574] : INFO : Epoch 1727 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 4737.03 ms [2022-04-08 05:57:22 main:574] : INFO : Epoch 1728 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 4857.63 ms [2022-04-08 05:57:27 main:574] : INFO : Epoch 1729 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 4732.68 ms [2022-04-08 05:57:32 main:574] : INFO : Epoch 1730 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 5074.37 ms [2022-04-08 05:57:37 main:574] : INFO : Epoch 1731 | loss: 0.031175 | val_loss: 0.0311797 | Time: 5035.82 ms [2022-04-08 05:57:42 main:574] : INFO : Epoch 1732 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 4983.78 ms [2022-04-08 05:57:47 main:574] : INFO : Epoch 1733 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 4688.33 ms [2022-04-08 05:57:51 main:574] : INFO : Epoch 1734 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 4730.92 ms [2022-04-08 05:57:56 main:574] : INFO : Epoch 1735 | loss: 0.0311729 | val_loss: 0.03118 | Time: 4690.16 ms [2022-04-08 05:58:01 main:574] : INFO : Epoch 1736 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 4745.63 ms [2022-04-08 05:58:06 main:574] : INFO : Epoch 1737 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 4738.54 ms [2022-04-08 05:58:10 main:574] : INFO : Epoch 1738 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 4725.94 ms [2022-04-08 05:58:15 main:574] : INFO : Epoch 1739 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 4733.78 ms [2022-04-08 05:58:20 main:574] : INFO : Epoch 1740 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 4742.79 ms [2022-04-08 05:58:25 main:574] : INFO : Epoch 1741 | loss: 0.0311739 | val_loss: 0.031179 | Time: 4760.24 ms [2022-04-08 05:58:29 main:574] : INFO : Epoch 1742 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 4763.07 ms [2022-04-08 05:58:34 main:574] : INFO : Epoch 1743 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 4776.25 ms [2022-04-08 05:58:39 main:574] : INFO : Epoch 1744 | loss: 0.031173 | val_loss: 0.0311793 | Time: 4819.57 ms [2022-04-08 05:58:44 main:574] : INFO : Epoch 1745 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 4755 ms [2022-04-08 05:58:48 main:574] : INFO : Epoch 1746 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 4809.94 ms [2022-04-08 05:58:53 main:574] : INFO : Epoch 1747 | loss: 0.0311708 | val_loss: 0.0311849 | Time: 4765.8 ms [2022-04-08 05:58:58 main:574] : INFO : Epoch 1748 | loss: 0.0311951 | val_loss: 0.0313388 | Time: 4768.5 ms [2022-04-08 05:59:03 main:574] : INFO : Epoch 1749 | loss: 0.0467653 | val_loss: 0.0321315 | Time: 4709.37 ms [2022-04-08 05:59:07 main:574] : INFO : Epoch 1750 | loss: 0.0420242 | val_loss: 0.0334145 | Time: 4733.72 ms [2022-04-08 05:59:12 main:574] : INFO : Epoch 1751 | loss: 0.0323031 | val_loss: 0.0315017 | Time: 4709.38 ms [2022-04-08 05:59:17 main:574] : INFO : Epoch 1752 | loss: 0.0314001 | val_loss: 0.0313074 | Time: 4665.95 ms [2022-04-08 05:59:22 main:574] : INFO : Epoch 1753 | loss: 0.0312695 | val_loss: 0.031256 | Time: 4838.12 ms [2022-04-08 05:59:27 main:574] : INFO : Epoch 1754 | loss: 0.0312445 | val_loss: 0.0312392 | Time: 4821.49 ms [2022-04-08 05:59:31 main:574] : INFO : Epoch 1755 | loss: 0.0312365 | val_loss: 0.0312337 | Time: 4774.66 ms [2022-04-08 05:59:36 main:574] : INFO : Epoch 1756 | loss: 0.0312315 | val_loss: 0.031229 | Time: 4574.93 ms [2022-04-08 05:59:41 main:574] : INFO : Epoch 1757 | loss: 0.0312269 | val_loss: 0.0312243 | Time: 4951.74 ms [2022-04-08 05:59:46 main:574] : INFO : Epoch 1758 | loss: 0.0312225 | val_loss: 0.0312201 | Time: 4869.73 ms [2022-04-08 05:59:50 main:574] : INFO : Epoch 1759 | loss: 0.0312183 | val_loss: 0.0312156 | Time: 4750.17 ms [2022-04-08 05:59:55 main:574] : INFO : Epoch 1760 | loss: 0.0312139 | val_loss: 0.0312118 | Time: 4685.36 ms [2022-04-08 06:00:00 main:574] : INFO : Epoch 1761 | loss: 0.0312098 | val_loss: 0.0312078 | Time: 4732.77 ms [2022-04-08 06:00:05 main:574] : INFO : Epoch 1762 | loss: 0.0312051 | val_loss: 0.0312037 | Time: 4808.87 ms [2022-04-08 06:00:09 main:574] : INFO : Epoch 1763 | loss: 0.0312011 | val_loss: 0.0312006 | Time: 4741.77 ms [2022-04-08 06:00:14 main:574] : INFO : Epoch 1764 | loss: 0.0311978 | val_loss: 0.0311978 | Time: 4761.59 ms [2022-04-08 06:00:19 main:574] : INFO : Epoch 1765 | loss: 0.0311938 | val_loss: 0.031195 | Time: 4725.8 ms [2022-04-08 06:00:24 main:574] : INFO : Epoch 1766 | loss: 0.031191 | val_loss: 0.0311931 | Time: 4754.57 ms [2022-04-08 06:00:28 main:574] : INFO : Epoch 1767 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 4749.69 ms [2022-04-08 06:00:33 main:574] : INFO : Epoch 1768 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 4713.4 ms [2022-04-08 06:00:38 main:574] : INFO : Epoch 1769 | loss: 0.0311861 | val_loss: 0.031189 | Time: 4742.03 ms [2022-04-08 06:00:43 main:574] : INFO : Epoch 1770 | loss: 0.0311851 | val_loss: 0.031188 | Time: 4745.68 ms [2022-04-08 06:00:47 main:574] : INFO : Epoch 1771 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 4704.46 ms [2022-04-08 06:00:52 main:574] : INFO : Epoch 1772 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 4718.65 ms [2022-04-08 06:00:57 main:574] : INFO : Epoch 1773 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 4750.82 ms [2022-04-08 06:01:02 main:574] : INFO : Epoch 1774 | loss: 0.0311809 | val_loss: 0.0311842 | Time: 4734.55 ms [2022-04-08 06:01:06 main:574] : INFO : Epoch 1775 | loss: 0.031181 | val_loss: 0.031184 | Time: 4793.03 ms [2022-04-08 06:01:12 main:574] : INFO : Epoch 1776 | loss: 0.0311811 | val_loss: 0.0311822 | Time: 5131.64 ms [2022-04-08 06:01:16 main:574] : INFO : Epoch 1777 | loss: 0.0311794 | val_loss: 0.031181 | Time: 4700.83 ms [2022-04-08 06:01:21 main:574] : INFO : Epoch 1778 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 4730.06 ms [2022-04-08 06:01:26 main:574] : INFO : Epoch 1779 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 4692.81 ms [2022-04-08 06:01:30 main:574] : INFO : Epoch 1780 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 4622.93 ms [2022-04-08 06:01:35 main:574] : INFO : Epoch 1781 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 4629.58 ms [2022-04-08 06:01:40 main:574] : INFO : Epoch 1782 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 4629.27 ms [2022-04-08 06:01:44 main:574] : INFO : Epoch 1783 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 4724.01 ms [2022-04-08 06:01:49 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.0311783 | Time: 4690.77 ms [2022-04-08 06:01:54 main:574] : INFO : Epoch 1785 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 4728.96 ms [2022-04-08 06:01:59 main:574] : INFO : Epoch 1786 | loss: 0.031174 | val_loss: 0.0311784 | Time: 4730.02 ms [2022-04-08 06:02:03 main:574] : INFO : Epoch 1787 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 4760.47 ms [2022-04-08 06:02:08 main:574] : INFO : Epoch 1788 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 4678.51 ms [2022-04-08 06:02:13 main:574] : INFO : Epoch 1789 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 4739.22 ms [2022-04-08 06:02:17 main:574] : INFO : Epoch 1790 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 4700.05 ms [2022-04-08 06:02:22 main:574] : INFO : Epoch 1791 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 4737.78 ms [2022-04-08 06:02:27 main:574] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 4744.94 ms [2022-04-08 06:02:32 main:574] : INFO : Epoch 1793 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 4704.27 ms [2022-04-08 06:02:36 main:574] : INFO : Epoch 1794 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 4652.78 ms [2022-04-08 06:02:41 main:574] : INFO : Epoch 1795 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 4655.64 ms [2022-04-08 06:02:46 main:574] : INFO : Epoch 1796 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 4686.04 ms [2022-04-08 06:02:50 main:574] : INFO : Epoch 1797 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 4692.8 ms [2022-04-08 06:02:55 main:574] : INFO : Epoch 1798 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 4720.51 ms [2022-04-08 06:03:00 main:574] : INFO : Epoch 1799 | loss: 0.0311712 | val_loss: 0.031179 | Time: 4712.19 ms [2022-04-08 06:03:05 main:574] : INFO : Epoch 1800 | loss: 0.031171 | val_loss: 0.0311787 | Time: 4708.41 ms [2022-04-08 06:03:09 main:574] : INFO : Epoch 1801 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 4733.27 ms [2022-04-08 06:03:14 main:574] : INFO : Epoch 1802 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 4805.61 ms [2022-04-08 06:03:19 main:574] : INFO : Epoch 1803 | loss: 0.0311693 | val_loss: 0.0311781 | Time: 4796.58 ms [2022-04-08 06:03:24 main:574] : INFO : Epoch 1804 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 4731.88 ms [2022-04-08 06:03:29 main:574] : INFO : Epoch 1805 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 4918.97 ms [2022-04-08 06:03:34 main:574] : INFO : Epoch 1806 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 5110.54 ms [2022-04-08 06:03:39 main:574] : INFO : Epoch 1807 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 4972.37 ms [2022-04-08 06:03:44 main:574] : INFO : Epoch 1808 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 4886.53 ms [2022-04-08 06:03:48 main:574] : INFO : Epoch 1809 | loss: 0.0311697 | val_loss: 0.0311786 | Time: 4866.3 ms [2022-04-08 06:03:53 main:574] : INFO : Epoch 1810 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 4762.18 ms [2022-04-08 06:03:58 main:574] : INFO : Epoch 1811 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 4724.66 ms [2022-04-08 06:04:03 main:574] : INFO : Epoch 1812 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 4707.48 ms [2022-04-08 06:04:07 main:574] : INFO : Epoch 1813 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 4683.67 ms [2022-04-08 06:04:12 main:574] : INFO : Epoch 1814 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 4671.6 ms [2022-04-08 06:04:17 main:574] : INFO : Epoch 1815 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 4724.38 ms [2022-04-08 06:04:21 main:574] : INFO : Epoch 1816 | loss: 0.0311684 | val_loss: 0.0311766 | Time: 4642.69 ms [2022-04-08 06:04:26 main:574] : INFO : Epoch 1817 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 4671.98 ms [2022-04-08 06:04:31 main:574] : INFO : Epoch 1818 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 4746.55 ms [2022-04-08 06:04:35 main:574] : INFO : Epoch 1819 | loss: 0.0311678 | val_loss: 0.0311778 | Time: 4681.19 ms [2022-04-08 06:04:40 main:574] : INFO : Epoch 1820 | loss: 0.0311667 | val_loss: 0.031178 | Time: 4932.84 ms [2022-04-08 06:04:45 main:574] : INFO : Epoch 1821 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 4676.4 ms [2022-04-08 06:04:50 main:574] : INFO : Epoch 1822 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 4720.92 ms [2022-04-08 06:04:55 main:574] : INFO : Epoch 1823 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 4661.67 ms [2022-04-08 06:04:59 main:574] : INFO : Epoch 1824 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 4704.97 ms [2022-04-08 06:05:04 main:574] : INFO : Epoch 1825 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 4686.41 ms [2022-04-08 06:05:09 main:574] : INFO : Epoch 1826 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 4746.97 ms [2022-04-08 06:05:13 main:574] : INFO : Epoch 1827 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 4722.91 ms [2022-04-08 06:05:18 main:574] : INFO : Epoch 1828 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 4826.18 ms [2022-04-08 06:05:23 main:574] : INFO : Epoch 1829 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 4965.24 ms [2022-04-08 06:05:28 main:574] : INFO : Epoch 1830 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 4834.78 ms [2022-04-08 06:05:33 main:574] : INFO : Epoch 1831 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 4752.49 ms [2022-04-08 06:05:38 main:574] : INFO : Epoch 1832 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 4773.77 ms [2022-04-08 06:05:43 main:574] : INFO : Epoch 1833 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 5036.37 ms [2022-04-08 06:05:47 main:574] : INFO : Epoch 1834 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 4755.28 ms [2022-04-08 06:05:52 main:574] : INFO : Epoch 1835 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 4801 ms [2022-04-08 06:05:57 main:574] : INFO : Epoch 1836 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 5190.57 ms [2022-04-08 06:06:03 main:574] : INFO : Epoch 1837 | loss: 0.03117 | val_loss: 0.0311766 | Time: 5198.61 ms [2022-04-08 06:06:08 main:574] : INFO : Epoch 1838 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 5036.85 ms [2022-04-08 06:06:12 main:574] : INFO : Epoch 1839 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 4666.76 ms [2022-04-08 06:06:17 main:574] : INFO : Epoch 1840 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 4713.45 ms [2022-04-08 06:06:22 main:574] : INFO : Epoch 1841 | loss: 0.031171 | val_loss: 0.0311774 | Time: 4729.65 ms [2022-04-08 06:06:27 main:574] : INFO : Epoch 1842 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 4738.48 ms [2022-04-08 06:06:31 main:574] : INFO : Epoch 1843 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 4702.52 ms [2022-04-08 06:06:36 main:574] : INFO : Epoch 1844 | loss: 0.031169 | val_loss: 0.0311784 | Time: 4644.32 ms [2022-04-08 06:06:41 main:574] : INFO : Epoch 1845 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 4676.77 ms [2022-04-08 06:06:45 main:574] : INFO : Epoch 1846 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 4655.78 ms [2022-04-08 06:06:50 main:574] : INFO : Epoch 1847 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 4670.39 ms [2022-04-08 06:06:55 main:574] : INFO : Epoch 1848 | loss: 0.031166 | val_loss: 0.0311775 | Time: 4687.86 ms [2022-04-08 06:06:59 main:574] : INFO : Epoch 1849 | loss: 0.0311676 | val_loss: 0.0311778 | Time: 4721.5 ms [2022-04-08 06:07:04 main:574] : INFO : Epoch 1850 | loss: 0.031168 | val_loss: 0.0311794 | Time: 4903.13 ms [2022-04-08 06:07:09 main:574] : INFO : Epoch 1851 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 4721.74 ms [2022-04-08 06:07:14 main:574] : INFO : Epoch 1852 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 4786.89 ms [2022-04-08 06:07:18 main:574] : INFO : Epoch 1853 | loss: 0.0311664 | val_loss: 0.031177 | Time: 4677.25 ms [2022-04-08 06:07:23 main:574] : INFO : Epoch 1854 | loss: 0.031165 | val_loss: 0.0311783 | Time: 4705.2 ms [2022-04-08 06:07:28 main:574] : INFO : Epoch 1855 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 4706.6 ms [2022-04-08 06:07:33 main:574] : INFO : Epoch 1856 | loss: 0.0311644 | val_loss: 0.0311773 | Time: 4615.84 ms [2022-04-08 06:07:37 main:574] : INFO : Epoch 1857 | loss: 0.031164 | val_loss: 0.0311783 | Time: 4631.08 ms [2022-04-08 06:07:42 main:574] : INFO : Epoch 1858 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 5159.26 ms [2022-04-08 06:07:47 main:574] : INFO : Epoch 1859 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 4975.92 ms [2022-04-08 06:07:52 main:574] : INFO : Epoch 1860 | loss: 0.031167 | val_loss: 0.03118 | Time: 4821.6 ms [2022-04-08 06:07:57 main:574] : INFO : Epoch 1861 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 4706.26 ms [2022-04-08 06:08:02 main:574] : INFO : Epoch 1862 | loss: 0.0311673 | val_loss: 0.0311812 | Time: 4850.39 ms [2022-04-08 06:08:07 main:574] : INFO : Epoch 1863 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 4927.91 ms [2022-04-08 06:08:12 main:574] : INFO : Epoch 1864 | loss: 0.0311673 | val_loss: 0.031178 | Time: 5030.92 ms [2022-04-08 06:08:17 main:574] : INFO : Epoch 1865 | loss: 0.0311669 | val_loss: 0.0311801 | Time: 5059.57 ms [2022-04-08 06:08:22 main:574] : INFO : Epoch 1866 | loss: 0.0311669 | val_loss: 0.0311808 | Time: 5063.58 ms [2022-04-08 06:08:27 main:574] : INFO : Epoch 1867 | loss: 0.0311665 | val_loss: 0.0311817 | Time: 4790.15 ms [2022-04-08 06:08:31 main:574] : INFO : Epoch 1868 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 4682.75 ms [2022-04-08 06:08:36 main:574] : INFO : Epoch 1869 | loss: 0.0311651 | val_loss: 0.0311794 | Time: 4778.17 ms [2022-04-08 06:08:41 main:574] : INFO : Epoch 1870 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 4711.82 ms [2022-04-08 06:08:46 main:574] : INFO : Epoch 1871 | loss: 0.0311655 | val_loss: 0.0311804 | Time: 4744.8 ms [2022-04-08 06:08:50 main:574] : INFO : Epoch 1872 | loss: 0.0311649 | val_loss: 0.0311801 | Time: 4714.3 ms [2022-04-08 06:08:55 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311804 | Time: 4703.39 ms [2022-04-08 06:09:00 main:574] : INFO : Epoch 1874 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 4726.78 ms [2022-04-08 06:09:04 main:574] : INFO : Epoch 1875 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 4698.96 ms [2022-04-08 06:09:09 main:574] : INFO : Epoch 1876 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 4717.47 ms [2022-04-08 06:09:14 main:574] : INFO : Epoch 1877 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 4748.75 ms [2022-04-08 06:09:19 main:574] : INFO : Epoch 1878 | loss: 0.0311674 | val_loss: 0.0311819 | Time: 4744.87 ms [2022-04-08 06:09:23 main:574] : INFO : Epoch 1879 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 4724.05 ms [2022-04-08 06:09:28 main:574] : INFO : Epoch 1880 | loss: 0.0311662 | val_loss: 0.031179 | Time: 4725.5 ms [2022-04-08 06:09:33 main:574] : INFO : Epoch 1881 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 4705.41 ms [2022-04-08 06:09:38 main:574] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 4725.37 ms [2022-04-08 06:09:42 main:574] : INFO : Epoch 1883 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 4747.94 ms [2022-04-08 06:09:47 main:574] : INFO : Epoch 1884 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 4756.86 ms [2022-04-08 06:09:52 main:574] : INFO : Epoch 1885 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 4753.49 ms [2022-04-08 06:09:57 main:574] : INFO : Epoch 1886 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 4750.95 ms [2022-04-08 06:10:01 main:574] : INFO : Epoch 1887 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 4797.31 ms [2022-04-08 06:10:06 main:574] : INFO : Epoch 1888 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 4794.51 ms [2022-04-08 06:10:11 main:574] : INFO : Epoch 1889 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 4708.35 ms [2022-04-08 06:10:16 main:574] : INFO : Epoch 1890 | loss: 0.03117 | val_loss: 0.031177 | Time: 4727.21 ms [2022-04-08 06:10:20 main:574] : INFO : Epoch 1891 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 4773.44 ms [2022-04-08 06:10:25 main:574] : INFO : Epoch 1892 | loss: 0.0311694 | val_loss: 0.031181 | Time: 4691.54 ms [2022-04-08 06:10:30 main:574] : INFO : Epoch 1893 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 4718.46 ms [2022-04-08 06:10:35 main:574] : INFO : Epoch 1894 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 4694.86 ms [2022-04-08 06:10:39 main:574] : INFO : Epoch 1895 | loss: 0.0311672 | val_loss: 0.031181 | Time: 4702.81 ms [2022-04-08 06:10:44 main:574] : INFO : Epoch 1896 | loss: 0.0311674 | val_loss: 0.0311853 | Time: 4714.24 ms [2022-04-08 06:10:49 main:574] : INFO : Epoch 1897 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 4729.78 ms [2022-04-08 06:10:53 main:574] : INFO : Epoch 1898 | loss: 0.031167 | val_loss: 0.0311806 | Time: 4732.73 ms [2022-04-08 06:10:58 main:574] : INFO : Epoch 1899 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 4725.26 ms [2022-04-08 06:11:03 main:574] : INFO : Epoch 1900 | loss: 0.0311701 | val_loss: 0.0311809 | Time: 4713.52 ms [2022-04-08 06:11:08 main:574] : INFO : Epoch 1901 | loss: 0.031171 | val_loss: 0.0311782 | Time: 4724.08 ms [2022-04-08 06:11:12 main:574] : INFO : Epoch 1902 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 4722.11 ms [2022-04-08 06:11:17 main:574] : INFO : Epoch 1903 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 4739.07 ms [2022-04-08 06:11:22 main:574] : INFO : Epoch 1904 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 4718.35 ms [2022-04-08 06:11:27 main:574] : INFO : Epoch 1905 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 4781.45 ms [2022-04-08 06:11:31 main:574] : INFO : Epoch 1906 | loss: 0.0311686 | val_loss: 0.0311781 | Time: 4790.29 ms [2022-04-08 06:11:36 main:574] : INFO : Epoch 1907 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 4682.52 ms [2022-04-08 06:11:41 main:574] : INFO : Epoch 1908 | loss: 0.0311676 | val_loss: 0.0311806 | Time: 4732.84 ms [2022-04-08 06:11:46 main:574] : INFO : Epoch 1909 | loss: 0.0311685 | val_loss: 0.0311807 | Time: 4757.31 ms [2022-04-08 06:11:50 main:574] : INFO : Epoch 1910 | loss: 0.031168 | val_loss: 0.0311808 | Time: 4702.52 ms [2022-04-08 06:11:55 main:574] : INFO : Epoch 1911 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 4776.41 ms [2022-04-08 06:12:00 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.031179 | Time: 4749.43 ms [2022-04-08 06:12:05 main:574] : INFO : Epoch 1913 | loss: 0.0311678 | val_loss: 0.03118 | Time: 4730.7 ms [2022-04-08 06:12:09 main:574] : INFO : Epoch 1914 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 4738.41 ms [2022-04-08 06:12:14 main:574] : INFO : Epoch 1915 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 4775.5 ms [2022-04-08 06:12:19 main:574] : INFO : Epoch 1916 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 4748.02 ms [2022-04-08 06:12:24 main:574] : INFO : Epoch 1917 | loss: 0.0311656 | val_loss: 0.031179 | Time: 4779.14 ms [2022-04-08 06:12:28 main:574] : INFO : Epoch 1918 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 4776.96 ms [2022-04-08 06:12:33 main:574] : INFO : Epoch 1919 | loss: 0.0311667 | val_loss: 0.0311836 | Time: 4709.24 ms [2022-04-08 06:12:38 main:574] : INFO : Epoch 1920 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 4751.15 ms [2022-04-08 06:12:43 main:574] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 4713.89 ms [2022-04-08 06:12:47 main:574] : INFO : Epoch 1922 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 4754.17 ms [2022-04-08 06:12:52 main:574] : INFO : Epoch 1923 | loss: 0.0311663 | val_loss: 0.0311759 | Time: 4764.83 ms [2022-04-08 06:12:57 main:574] : INFO : Epoch 1924 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 4763.33 ms [2022-04-08 06:13:02 main:574] : INFO : Epoch 1925 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 4703.39 ms [2022-04-08 06:13:06 main:574] : INFO : Epoch 1926 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 4723.12 ms [2022-04-08 06:13:11 main:574] : INFO : Epoch 1927 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 4670.1 ms [2022-04-08 06:13:16 main:574] : INFO : Epoch 1928 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 4757.42 ms [2022-04-08 06:13:21 main:574] : INFO : Epoch 1929 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 4796.35 ms [2022-04-08 06:13:25 main:574] : INFO : Epoch 1930 | loss: 0.0311748 | val_loss: 0.0311902 | Time: 4899 ms [2022-04-08 06:13:30 main:574] : INFO : Epoch 1931 | loss: 0.0311903 | val_loss: 0.0311941 | Time: 4739.25 ms [2022-04-08 06:13:35 main:574] : INFO : Epoch 1932 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 4773.31 ms [2022-04-08 06:13:40 main:574] : INFO : Epoch 1933 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 4692.73 ms [2022-04-08 06:13:45 main:574] : INFO : Epoch 1934 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 4777.01 ms [2022-04-08 06:13:49 main:574] : INFO : Epoch 1935 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 4744.12 ms [2022-04-08 06:13:54 main:574] : INFO : Epoch 1936 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 4735.67 ms [2022-04-08 06:13:59 main:574] : INFO : Epoch 1937 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 4696.01 ms [2022-04-08 06:14:03 main:574] : INFO : Epoch 1938 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 4718.25 ms [2022-04-08 06:14:08 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 4750 ms [2022-04-08 06:14:13 main:574] : INFO : Epoch 1940 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 4745.75 ms [2022-04-08 06:14:18 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.0311797 | Time: 4732.28 ms [2022-04-08 06:14:22 main:574] : INFO : Epoch 1942 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 4806.44 ms [2022-04-08 06:14:27 main:574] : INFO : Epoch 1943 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 4779.01 ms [2022-04-08 06:14:32 main:574] : INFO : Epoch 1944 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 4692.84 ms [2022-04-08 06:14:37 main:574] : INFO : Epoch 1945 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 4729.91 ms [2022-04-08 06:14:41 main:574] : INFO : Epoch 1946 | loss: 0.031168 | val_loss: 0.0311747 | Time: 4750.81 ms [2022-04-08 06:14:46 main:574] : INFO : Epoch 1947 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 4691.78 ms [2022-04-08 06:14:51 main:574] : INFO : Epoch 1948 | loss: 0.031167 | val_loss: 0.0311769 | Time: 4740.18 ms [2022-04-08 06:14:56 main:574] : INFO : Epoch 1949 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 5127.25 ms [2022-04-08 06:15:01 main:574] : INFO : Epoch 1950 | loss: 0.0311677 | val_loss: 0.0311869 | Time: 4739.35 ms [2022-04-08 06:15:06 main:574] : INFO : Epoch 1951 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 4763.89 ms [2022-04-08 06:15:10 main:574] : INFO : Epoch 1952 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 4761.29 ms [2022-04-08 06:15:15 main:574] : INFO : Epoch 1953 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 4782.55 ms [2022-04-08 06:15:20 main:574] : INFO : Epoch 1954 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 4735.36 ms [2022-04-08 06:15:25 main:574] : INFO : Epoch 1955 | loss: 0.0311647 | val_loss: 0.031175 | Time: 4750.32 ms [2022-04-08 06:15:29 main:574] : INFO : Epoch 1956 | loss: 0.0311651 | val_loss: 0.0311772 | Time: 4727.04 ms [2022-04-08 06:15:34 main:574] : INFO : Epoch 1957 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 4561.87 ms [2022-04-08 06:15:39 main:574] : INFO : Epoch 1958 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 5083.97 ms [2022-04-08 06:15:44 main:574] : INFO : Epoch 1959 | loss: 0.0311653 | val_loss: 0.0311802 | Time: 5108.6 ms [2022-04-08 06:15:49 main:574] : INFO : Epoch 1960 | loss: 0.0311656 | val_loss: 0.0311802 | Time: 4810.7 ms [2022-04-08 06:15:54 main:574] : INFO : Epoch 1961 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 4734.17 ms [2022-04-08 06:15:58 main:574] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 4754.07 ms [2022-04-08 06:16:03 main:574] : INFO : Epoch 1963 | loss: 0.031165 | val_loss: 0.031176 | Time: 4775.76 ms [2022-04-08 06:16:08 main:574] : INFO : Epoch 1964 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 4756.35 ms [2022-04-08 06:16:13 main:574] : INFO : Epoch 1965 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 4784.95 ms [2022-04-08 06:16:18 main:574] : INFO : Epoch 1966 | loss: 0.0311646 | val_loss: 0.031177 | Time: 4746.93 ms [2022-04-08 06:16:22 main:574] : INFO : Epoch 1967 | loss: 0.0311666 | val_loss: 0.031178 | Time: 4701.5 ms [2022-04-08 06:16:27 main:574] : INFO : Epoch 1968 | loss: 0.0311681 | val_loss: 0.0311894 | Time: 4676.79 ms [2022-04-08 06:16:32 main:574] : INFO : Epoch 1969 | loss: 0.031166 | val_loss: 0.0311793 | Time: 4735.27 ms [2022-04-08 06:16:36 main:574] : INFO : Epoch 1970 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 4724.66 ms [2022-04-08 06:16:41 main:574] : INFO : Epoch 1971 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 4802.98 ms [2022-04-08 06:16:46 main:574] : INFO : Epoch 1972 | loss: 0.0311693 | val_loss: 0.0311812 | Time: 4663.32 ms [2022-04-08 06:16:51 main:574] : INFO : Epoch 1973 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 4687.31 ms [2022-04-08 06:16:55 main:574] : INFO : Epoch 1974 | loss: 0.0311657 | val_loss: 0.0311818 | Time: 4761.13 ms [2022-04-08 06:17:00 main:574] : INFO : Epoch 1975 | loss: 0.0311646 | val_loss: 0.0311802 | Time: 4700.26 ms [2022-04-08 06:17:05 main:574] : INFO : Epoch 1976 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 4682.1 ms [2022-04-08 06:17:10 main:574] : INFO : Epoch 1977 | loss: 0.0311642 | val_loss: 0.0311781 | Time: 5077.44 ms [2022-04-08 06:17:15 main:574] : INFO : Epoch 1978 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 4723.03 ms [2022-04-08 06:17:19 main:574] : INFO : Epoch 1979 | loss: 0.0311626 | val_loss: 0.0311762 | Time: 4730.44 ms [2022-04-08 06:17:24 main:574] : INFO : Epoch 1980 | loss: 0.031167 | val_loss: 0.0311747 | Time: 4740.42 ms [2022-04-08 06:17:29 main:574] : INFO : Epoch 1981 | loss: 0.031167 | val_loss: 0.0311796 | Time: 4769.43 ms [2022-04-08 06:17:34 main:574] : INFO : Epoch 1982 | loss: 0.0311675 | val_loss: 0.0311835 | Time: 4745.55 ms [2022-04-08 06:17:38 main:574] : INFO : Epoch 1983 | loss: 0.03117 | val_loss: 0.0311794 | Time: 4792.52 ms [2022-04-08 06:17:43 main:574] : INFO : Epoch 1984 | loss: 0.0311685 | val_loss: 0.031178 | Time: 4667.03 ms [2022-04-08 06:17:48 main:574] : INFO : Epoch 1985 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 4719.38 ms [2022-04-08 06:17:53 main:574] : INFO : Epoch 1986 | loss: 0.031165 | val_loss: 0.031179 | Time: 4767.93 ms [2022-04-08 06:17:57 main:574] : INFO : Epoch 1987 | loss: 0.031165 | val_loss: 0.0311768 | Time: 4820.18 ms [2022-04-08 06:18:02 main:574] : INFO : Epoch 1988 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 4827.07 ms [2022-04-08 06:18:07 main:574] : INFO : Epoch 1989 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 4768.8 ms [2022-04-08 06:18:12 main:574] : INFO : Epoch 1990 | loss: 0.0311689 | val_loss: 0.031179 | Time: 4739.09 ms [2022-04-08 06:18:16 main:574] : INFO : Epoch 1991 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 4738.25 ms [2022-04-08 06:18:21 main:574] : INFO : Epoch 1992 | loss: 0.0311701 | val_loss: 0.0311814 | Time: 4727.84 ms [2022-04-08 06:18:26 main:574] : INFO : Epoch 1993 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 4721.99 ms [2022-04-08 06:18:31 main:574] : INFO : Epoch 1994 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 4727.76 ms [2022-04-08 06:18:35 main:574] : INFO : Epoch 1995 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 4697.59 ms [2022-04-08 06:18:40 main:574] : INFO : Epoch 1996 | loss: 0.0311666 | val_loss: 0.0311815 | Time: 4722.27 ms [2022-04-08 06:18:45 main:574] : INFO : Epoch 1997 | loss: 0.0311678 | val_loss: 0.031179 | Time: 4694.38 ms [2022-04-08 06:18:50 main:574] : INFO : Epoch 1998 | loss: 0.031165 | val_loss: 0.0311767 | Time: 4738.82 ms [2022-04-08 06:18:54 main:574] : INFO : Epoch 1999 | loss: 0.0311638 | val_loss: 0.031178 | Time: 4679.24 ms [2022-04-08 06:18:59 main:574] : INFO : Epoch 2000 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 4727.02 ms [2022-04-08 06:19:04 main:574] : INFO : Epoch 2001 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 4859.54 ms [2022-04-08 06:19:09 main:574] : INFO : Epoch 2002 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 4728.44 ms [2022-04-08 06:19:13 main:574] : INFO : Epoch 2003 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 4722.65 ms [2022-04-08 06:19:18 main:574] : INFO : Epoch 2004 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 4709.15 ms [2022-04-08 06:19:23 main:574] : INFO : Epoch 2005 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 4729.61 ms [2022-04-08 06:19:27 main:574] : INFO : Epoch 2006 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 4759.12 ms [2022-04-08 06:19:32 main:574] : INFO : Epoch 2007 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 4736.74 ms [2022-04-08 06:19:37 main:574] : INFO : Epoch 2008 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 4721.41 ms [2022-04-08 06:19:42 main:574] : INFO : Epoch 2009 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 4708.43 ms [2022-04-08 06:19:46 main:574] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 4677.6 ms [2022-04-08 06:19:51 main:574] : INFO : Epoch 2011 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 4722.95 ms [2022-04-08 06:19:56 main:574] : INFO : Epoch 2012 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 4719.18 ms [2022-04-08 06:20:01 main:574] : INFO : Epoch 2013 | loss: 0.0311712 | val_loss: 0.0311733 | Time: 4738.09 ms [2022-04-08 06:20:05 main:574] : INFO : Epoch 2014 | loss: 0.031169 | val_loss: 0.031176 | Time: 4744.32 ms [2022-04-08 06:20:10 main:574] : INFO : Epoch 2015 | loss: 0.031165 | val_loss: 0.0311748 | Time: 4748.89 ms [2022-04-08 06:20:15 main:574] : INFO : Epoch 2016 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 4782.63 ms [2022-04-08 06:20:20 main:574] : INFO : Epoch 2017 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 4713.42 ms [2022-04-08 06:20:24 main:574] : INFO : Epoch 2018 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 4729.82 ms [2022-04-08 06:20:29 main:574] : INFO : Epoch 2019 | loss: 0.0311645 | val_loss: 0.0311768 | Time: 4721.21 ms [2022-04-08 06:20:34 main:574] : INFO : Epoch 2020 | loss: 0.0311644 | val_loss: 0.0311754 | Time: 4741.79 ms [2022-04-08 06:20:39 main:574] : INFO : Epoch 2021 | loss: 0.0311633 | val_loss: 0.0311793 | Time: 4709.47 ms [2022-04-08 06:20:43 main:574] : INFO : Epoch 2022 | loss: 0.0311637 | val_loss: 0.0311841 | Time: 4708.84 ms [2022-04-08 06:20:48 main:574] : INFO : Epoch 2023 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 4835.71 ms [2022-04-08 06:20:53 main:574] : INFO : Epoch 2024 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 5019.6 ms [2022-04-08 06:20:58 main:574] : INFO : Epoch 2025 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 4746.16 ms [2022-04-08 06:21:03 main:574] : INFO : Epoch 2026 | loss: 0.0311638 | val_loss: 0.0311837 | Time: 4692.45 ms [2022-04-08 06:21:07 main:574] : INFO : Epoch 2027 | loss: 0.0311661 | val_loss: 0.0311834 | Time: 4682.53 ms [2022-04-08 06:21:12 main:574] : INFO : Epoch 2028 | loss: 0.0311643 | val_loss: 0.0311778 | Time: 4723.38 ms [2022-04-08 06:21:17 main:574] : INFO : Epoch 2029 | loss: 0.0311633 | val_loss: 0.0311776 | Time: 4764.1 ms [2022-04-08 06:21:21 main:574] : INFO : Epoch 2030 | loss: 0.031162 | val_loss: 0.031177 | Time: 4734 ms [2022-04-08 06:21:26 main:574] : INFO : Epoch 2031 | loss: 0.0311623 | val_loss: 0.0311757 | Time: 4732.95 ms [2022-04-08 06:21:31 main:574] : INFO : Epoch 2032 | loss: 0.0311603 | val_loss: 0.031179 | Time: 4762.34 ms [2022-04-08 06:21:36 main:574] : INFO : Epoch 2033 | loss: 0.0311617 | val_loss: 0.0311774 | Time: 4700.49 ms [2022-04-08 06:21:40 main:574] : INFO : Epoch 2034 | loss: 0.0311656 | val_loss: 0.0311781 | Time: 4712.84 ms [2022-04-08 06:21:45 main:574] : INFO : Epoch 2035 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 4728.17 ms [2022-04-08 06:21:50 main:574] : INFO : Epoch 2036 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 4731.87 ms [2022-04-08 06:21:55 main:574] : INFO : Epoch 2037 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 4795.23 ms [2022-04-08 06:22:00 main:574] : INFO : Epoch 2038 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 4894.79 ms [2022-04-08 06:22:04 main:574] : INFO : Epoch 2039 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 4686.61 ms [2022-04-08 06:22:09 main:574] : INFO : Epoch 2040 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 4707.58 ms [2022-04-08 06:22:14 main:574] : INFO : Epoch 2041 | loss: 0.0311705 | val_loss: 0.0311863 | Time: 4781.69 ms [2022-04-08 06:22:19 main:574] : INFO : Epoch 2042 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 4725.66 ms [2022-04-08 06:22:23 main:574] : INFO : Epoch 2043 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 4681.97 ms [2022-04-08 06:22:28 main:574] : INFO : Epoch 2044 | loss: 0.031171 | val_loss: 0.0311801 | Time: 4785.76 ms [2022-04-08 06:22:33 main:574] : INFO : Epoch 2045 | loss: 0.0311693 | val_loss: 0.0311785 | Time: 4770.81 ms [2022-04-08 06:22:38 main:574] : INFO : Epoch 2046 | loss: 0.031169 | val_loss: 0.0311778 | Time: 4719.82 ms [2022-04-08 06:22:42 main:574] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 4686.65 ms [2022-04-08 06:22:47 main:574] : INFO : Epoch 2048 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 4707.07 ms [2022-04-08 06:22:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311754 [2022-04-08 06:22:47 main:603] : INFO : Saving end state to config to file [2022-04-08 06:22:47 main:608] : INFO : Success, exiting.. 06:22:47 (17756): 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)