Task 14212493
| Name | ParityModified-1647049272-31470-2-0_0 |
| Workunit | 11272058 |
| Created | 1 Apr 2022, 21:33:05 UTC |
| Sent | 5 Apr 2022, 22:09:59 UTC |
| Report deadline | 13 Apr 2022, 22:09:59 UTC |
| Received | 7 Apr 2022, 11:11:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 47 min 15 sec |
| CPU time | 2 hours 46 min 33 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> INFO : Epoch 1542 | loss: 0.0311694 | val_loss: 0.0311794 | Time: 4806.41 ms [2022-04-07 03:20:06 main:574] : INFO : Epoch 1543 | loss: 0.0311707 | val_loss: 0.0311847 | Time: 4805.31 ms [2022-04-07 03:20:11 main:574] : INFO : Epoch 1544 | loss: 0.0311702 | val_loss: 0.0311801 | Time: 4856.63 ms [2022-04-07 03:20:15 main:574] : INFO : Epoch 1545 | loss: 0.0311752 | val_loss: 0.031187 | Time: 4823.39 ms [2022-04-07 03:20:20 main:574] : INFO : Epoch 1546 | loss: 0.031178 | val_loss: 0.0311878 | Time: 4816.26 ms [2022-04-07 03:20:25 main:574] : INFO : Epoch 1547 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 4867.24 ms [2022-04-07 03:20:30 main:574] : INFO : Epoch 1548 | loss: 0.0311725 | val_loss: 0.0311864 | Time: 4812.61 ms [2022-04-07 03:20:35 main:574] : INFO : Epoch 1549 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 4809.91 ms [2022-04-07 03:20:40 main:574] : INFO : Epoch 1550 | loss: 0.0311697 | val_loss: 0.0311827 | Time: 4832.38 ms [2022-04-07 03:20:45 main:574] : INFO : Epoch 1551 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 4851.96 ms [2022-04-07 03:20:49 main:574] : INFO : Epoch 1552 | loss: 0.031169 | val_loss: 0.031179 | Time: 4784.02 ms [2022-04-07 03:20:54 main:574] : INFO : Epoch 1553 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 4779.51 ms [2022-04-07 03:20:59 main:574] : INFO : Epoch 1554 | loss: 0.0311692 | val_loss: 0.0311808 | Time: 4818.78 ms [2022-04-07 03:21:04 main:574] : INFO : Epoch 1555 | loss: 0.03117 | val_loss: 0.0311843 | Time: 4824.48 ms [2022-04-07 03:21:09 main:574] : INFO : Epoch 1556 | loss: 0.0311694 | val_loss: 0.0311848 | Time: 4845.83 ms [2022-04-07 03:21:13 main:574] : INFO : Epoch 1557 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 4818.61 ms [2022-04-07 03:21:18 main:574] : INFO : Epoch 1558 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 4860.61 ms [2022-04-07 03:21:23 main:574] : INFO : Epoch 1559 | loss: 0.0311684 | val_loss: 0.0311867 | Time: 4878.42 ms [2022-04-07 03:21:28 main:574] : INFO : Epoch 1560 | loss: 0.0311687 | val_loss: 0.0311808 | Time: 4889.27 ms [2022-04-07 03:21:33 main:574] : INFO : Epoch 1561 | loss: 0.0311666 | val_loss: 0.0311818 | Time: 4852.5 ms [2022-04-07 03:21:38 main:574] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311811 | Time: 4871.19 ms [2022-04-07 03:21:43 main:574] : INFO : Epoch 1563 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 4869.99 ms [2022-04-07 03:21:47 main:574] : INFO : Epoch 1564 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 4631.72 ms [2022-04-07 03:21:52 main:574] : INFO : Epoch 1565 | loss: 0.0311692 | val_loss: 0.031182 | Time: 4842.87 ms [2022-04-07 03:21:58 main:574] : INFO : Epoch 1566 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 5333.59 ms [2022-04-07 03:22:03 main:574] : INFO : Epoch 1567 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 5025.38 ms [2022-04-07 03:22:07 main:574] : INFO : Epoch 1568 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 4863.58 ms [2022-04-07 03:22:12 main:574] : INFO : Epoch 1569 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 4843.72 ms [2022-04-07 03:22:17 main:574] : INFO : Epoch 1570 | loss: 0.0311677 | val_loss: 0.0311829 | Time: 4814.02 ms [2022-04-07 03:22:22 main:574] : INFO : Epoch 1571 | loss: 0.0311698 | val_loss: 0.0311853 | Time: 4824.95 ms [2022-04-07 03:22:27 main:574] : INFO : Epoch 1572 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 4808.66 ms [2022-04-07 03:22:32 main:574] : INFO : Epoch 1573 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 4809.97 ms [2022-04-07 03:22:36 main:574] : INFO : Epoch 1574 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 4783.15 ms [2022-04-07 03:22:41 main:574] : INFO : Epoch 1575 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 4745.58 ms [2022-04-07 03:22:46 main:574] : INFO : Epoch 1576 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 4792.75 ms [2022-04-07 03:22:51 main:574] : INFO : Epoch 1577 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 4939.14 ms [2022-04-07 03:22:56 main:574] : INFO : Epoch 1578 | loss: 0.0311791 | val_loss: 0.0311921 | Time: 4912.01 ms [2022-04-07 03:23:01 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.0311904 | Time: 4798.7 ms [2022-04-07 03:23:05 main:574] : INFO : Epoch 1580 | loss: 0.0311711 | val_loss: 0.0311826 | Time: 4847.68 ms [2022-04-07 03:23:10 main:574] : INFO : Epoch 1581 | loss: 0.0311689 | val_loss: 0.031181 | Time: 4740.43 ms [2022-04-07 03:23:15 main:574] : INFO : Epoch 1582 | loss: 0.0311696 | val_loss: 0.0311822 | Time: 4940.66 ms [2022-04-07 03:23:20 main:574] : INFO : Epoch 1583 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 5091.76 ms [2022-04-07 03:23:25 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 5176.55 ms [2022-04-07 03:23:30 main:574] : INFO : Epoch 1585 | loss: 0.0311734 | val_loss: 0.0311797 | Time: 4934.11 ms [2022-04-07 03:23:35 main:574] : INFO : Epoch 1586 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 4917.51 ms [2022-04-07 03:23:40 main:574] : INFO : Epoch 1587 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 5062.27 ms [2022-04-07 03:23:45 main:574] : INFO : Epoch 1588 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 5066.22 ms [2022-04-07 03:23:50 main:574] : INFO : Epoch 1589 | loss: 0.0311774 | val_loss: 0.0311913 | Time: 5014.69 ms [2022-04-07 03:23:56 main:574] : INFO : Epoch 1590 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 5159.06 ms [2022-04-07 03:24:01 main:574] : INFO : Epoch 1591 | loss: 0.0311764 | val_loss: 0.0311872 | Time: 5142.87 ms [2022-04-07 03:24:06 main:574] : INFO : Epoch 1592 | loss: 0.0311755 | val_loss: 0.031177 | Time: 4949.97 ms [2022-04-07 03:24:10 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 4750.81 ms [2022-04-07 03:24:15 main:574] : INFO : Epoch 1594 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 4984.48 ms [2022-04-07 03:24:20 main:574] : INFO : Epoch 1595 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 4852.05 ms [2022-04-07 03:24:25 main:574] : INFO : Epoch 1596 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 4730.4 ms [2022-04-07 03:24:30 main:574] : INFO : Epoch 1597 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 4818.41 ms [2022-04-07 03:24:35 main:574] : INFO : Epoch 1598 | loss: 0.0311709 | val_loss: 0.0311793 | Time: 4762.93 ms [2022-04-07 03:24:39 main:574] : INFO : Epoch 1599 | loss: 0.0311696 | val_loss: 0.031179 | Time: 4798.85 ms [2022-04-07 03:24:44 main:574] : INFO : Epoch 1600 | loss: 0.0311691 | val_loss: 0.0311802 | Time: 4828.88 ms [2022-04-07 03:24:49 main:574] : INFO : Epoch 1601 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 4786.25 ms [2022-04-07 03:24:54 main:574] : INFO : Epoch 1602 | loss: 0.0311665 | val_loss: 0.031182 | Time: 4918.17 ms [2022-04-07 03:24:59 main:574] : INFO : Epoch 1603 | loss: 0.031171 | val_loss: 0.0311852 | Time: 4795.73 ms [2022-04-07 03:25:04 main:574] : INFO : Epoch 1604 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 4783.35 ms [2022-04-07 03:25:08 main:574] : INFO : Epoch 1605 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 4786.61 ms [2022-04-07 03:25:13 main:574] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 4857.27 ms [2022-04-07 03:25:18 main:574] : INFO : Epoch 1607 | loss: 0.0311766 | val_loss: 0.0311827 | Time: 4811.43 ms [2022-04-07 03:25:23 main:574] : INFO : Epoch 1608 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 4960.24 ms [2022-04-07 03:25:28 main:574] : INFO : Epoch 1609 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 5035.41 ms [2022-04-07 03:25:33 main:574] : INFO : Epoch 1610 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 4871.9 ms [2022-04-07 03:25:38 main:574] : INFO : Epoch 1611 | loss: 0.0311834 | val_loss: 0.0311818 | Time: 4893.15 ms [2022-04-07 03:25:43 main:574] : INFO : Epoch 1612 | loss: 0.0311824 | val_loss: 0.031181 | Time: 4788.73 ms [2022-04-07 03:25:47 main:574] : INFO : Epoch 1613 | loss: 0.0311842 | val_loss: 0.0311892 | Time: 4801.15 ms [2022-04-07 03:25:52 main:574] : INFO : Epoch 1614 | loss: 0.0311831 | val_loss: 0.0311779 | Time: 4825.05 ms [2022-04-07 03:25:57 main:574] : INFO : Epoch 1615 | loss: 0.0311774 | val_loss: 0.0311773 | Time: 5021.72 ms [2022-04-07 03:26:02 main:574] : INFO : Epoch 1616 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 4793.52 ms [2022-04-07 03:26:07 main:574] : INFO : Epoch 1617 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 4777.92 ms [2022-04-07 03:26:12 main:574] : INFO : Epoch 1618 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 4829.05 ms [2022-04-07 03:26:16 main:574] : INFO : Epoch 1619 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 4742.73 ms [2022-04-07 03:26:21 main:574] : INFO : Epoch 1620 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 4801.09 ms [2022-04-07 03:26:26 main:574] : INFO : Epoch 1621 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 4979.25 ms [2022-04-07 03:26:31 main:574] : INFO : Epoch 1622 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 4876.33 ms [2022-04-07 03:26:36 main:574] : INFO : Epoch 1623 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 4845.69 ms [2022-04-07 03:26:41 main:574] : INFO : Epoch 1624 | loss: 0.031172 | val_loss: 0.0311774 | Time: 4812.23 ms [2022-04-07 03:26:46 main:574] : INFO : Epoch 1625 | loss: 0.031172 | val_loss: 0.0311805 | Time: 4825.86 ms [2022-04-07 03:26:51 main:574] : INFO : Epoch 1626 | loss: 0.0311757 | val_loss: 0.0311809 | Time: 4840.28 ms [2022-04-07 03:26:55 main:574] : INFO : Epoch 1627 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 4835.68 ms [2022-04-07 03:27:00 main:574] : INFO : Epoch 1628 | loss: 0.031175 | val_loss: 0.0311865 | Time: 4849.5 ms [2022-04-07 03:27:05 main:574] : INFO : Epoch 1629 | loss: 0.0311799 | val_loss: 0.0311898 | Time: 4823.18 ms [2022-04-07 03:27:10 main:574] : INFO : Epoch 1630 | loss: 0.0311766 | val_loss: 0.031186 | Time: 4817.75 ms [2022-04-07 03:27:15 main:574] : INFO : Epoch 1631 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 4771.18 ms [2022-04-07 03:27:20 main:574] : INFO : Epoch 1632 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 4831.91 ms [2022-04-07 03:27:24 main:574] : INFO : Epoch 1633 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 4891.32 ms [2022-04-07 03:27:29 main:574] : INFO : Epoch 1634 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 4763.73 ms [2022-04-07 03:27:34 main:574] : INFO : Epoch 1635 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 4764.93 ms [2022-04-07 03:27:39 main:574] : INFO : Epoch 1636 | loss: 0.0311729 | val_loss: 0.0311845 | Time: 4790.53 ms [2022-04-07 03:27:44 main:574] : INFO : Epoch 1637 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 4842.21 ms [2022-04-07 03:27:48 main:574] : INFO : Epoch 1638 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 4872.44 ms [2022-04-07 03:27:53 main:574] : INFO : Epoch 1639 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 4812.86 ms [2022-04-07 03:27:58 main:574] : INFO : Epoch 1640 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 4831.88 ms [2022-04-07 03:28:03 main:574] : INFO : Epoch 1641 | loss: 0.0311818 | val_loss: 0.0311887 | Time: 4785.67 ms [2022-04-07 03:28:08 main:574] : INFO : Epoch 1642 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 4795.98 ms [2022-04-07 03:28:13 main:574] : INFO : Epoch 1643 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 4791.46 ms [2022-04-07 03:28:17 main:574] : INFO : Epoch 1644 | loss: 0.0311802 | val_loss: 0.031182 | Time: 4892.14 ms [2022-04-07 03:28:22 main:574] : INFO : Epoch 1645 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 4778.94 ms [2022-04-07 03:28:27 main:574] : INFO : Epoch 1646 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 4794.77 ms [2022-04-07 03:28:32 main:574] : INFO : Epoch 1647 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 4837.86 ms [2022-04-07 03:28:37 main:574] : INFO : Epoch 1648 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 4820.47 ms [2022-04-07 03:28:42 main:574] : INFO : Epoch 1649 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 4846.35 ms [2022-04-07 03:28:46 main:574] : INFO : Epoch 1650 | loss: 0.031179 | val_loss: 0.0311803 | Time: 4779.17 ms [2022-04-07 03:28:51 main:574] : INFO : Epoch 1651 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 4807.18 ms [2022-04-07 03:28:56 main:574] : INFO : Epoch 1652 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 4757.81 ms [2022-04-07 03:29:01 main:574] : INFO : Epoch 1653 | loss: 0.0312016 | val_loss: 0.0312042 | Time: 4779.89 ms [2022-04-07 03:29:05 main:574] : INFO : Epoch 1654 | loss: 0.0312063 | val_loss: 0.0311966 | Time: 4784.89 ms [2022-04-07 03:29:10 main:574] : INFO : Epoch 1655 | loss: 0.0311906 | val_loss: 0.0311865 | Time: 4861.32 ms [2022-04-07 03:29:15 main:574] : INFO : Epoch 1656 | loss: 0.0311843 | val_loss: 0.0311826 | Time: 4788.7 ms [2022-04-07 03:29:20 main:574] : INFO : Epoch 1657 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 4826.61 ms [2022-04-07 03:29:25 main:574] : INFO : Epoch 1658 | loss: 0.031185 | val_loss: 0.0311798 | Time: 4780.15 ms [2022-04-07 03:29:30 main:574] : INFO : Epoch 1659 | loss: 0.0311838 | val_loss: 0.0311804 | Time: 4806.93 ms [2022-04-07 03:29:34 main:574] : INFO : Epoch 1660 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 4790.31 ms [2022-04-07 03:29:39 main:574] : INFO : Epoch 1661 | loss: 0.031181 | val_loss: 0.0311788 | Time: 4820.27 ms [2022-04-07 03:29:44 main:574] : INFO : Epoch 1662 | loss: 0.0311802 | val_loss: 0.0311775 | Time: 4774.19 ms [2022-04-07 03:29:49 main:574] : INFO : Epoch 1663 | loss: 0.031178 | val_loss: 0.0311784 | Time: 4623.11 ms [2022-04-07 03:29:53 main:574] : INFO : Epoch 1664 | loss: 0.0311771 | val_loss: 0.031181 | Time: 4858.49 ms [2022-04-07 03:29:58 main:574] : INFO : Epoch 1665 | loss: 0.0311773 | val_loss: 0.0311777 | Time: 4993.06 ms [2022-04-07 03:30:04 main:574] : INFO : Epoch 1666 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 5196.48 ms [2022-04-07 03:30:09 main:574] : INFO : Epoch 1667 | loss: 0.031176 | val_loss: 0.0311783 | Time: 4880.07 ms [2022-04-07 03:30:13 main:574] : INFO : Epoch 1668 | loss: 0.0311754 | val_loss: 0.031181 | Time: 4814.78 ms [2022-04-07 03:30:18 main:574] : INFO : Epoch 1669 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 4785.75 ms [2022-04-07 03:30:23 main:574] : INFO : Epoch 1670 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 4777.91 ms [2022-04-07 03:30:28 main:574] : INFO : Epoch 1671 | loss: 0.0311749 | val_loss: 0.0311929 | Time: 4833.09 ms [2022-04-07 03:30:33 main:574] : INFO : Epoch 1672 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 4845.1 ms [2022-04-07 03:30:37 main:574] : INFO : Epoch 1673 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 4758.36 ms [2022-04-07 03:30:42 main:574] : INFO : Epoch 1674 | loss: 0.031172 | val_loss: 0.0311853 | Time: 4791.01 ms [2022-04-07 03:30:47 main:574] : INFO : Epoch 1675 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 4793.98 ms [2022-04-07 03:30:52 main:574] : INFO : Epoch 1676 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 4810.1 ms [2022-04-07 03:30:57 main:574] : INFO : Epoch 1677 | loss: 0.031176 | val_loss: 0.0311924 | Time: 4987.37 ms [2022-04-07 03:31:02 main:574] : INFO : Epoch 1678 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 4818.3 ms [2022-04-07 03:31:06 main:574] : INFO : Epoch 1679 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 4757.3 ms [2022-04-07 03:31:11 main:574] : INFO : Epoch 1680 | loss: 0.0311723 | val_loss: 0.031178 | Time: 4807.39 ms [2022-04-07 03:31:16 main:574] : INFO : Epoch 1681 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 4817.73 ms [2022-04-07 03:31:21 main:574] : INFO : Epoch 1682 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 4838.37 ms [2022-04-07 03:31:26 main:574] : INFO : Epoch 1683 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 4807.48 ms [2022-04-07 03:31:31 main:574] : INFO : Epoch 1684 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 4815.63 ms [2022-04-07 03:31:35 main:574] : INFO : Epoch 1685 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 4828.36 ms [2022-04-07 03:31:40 main:574] : INFO : Epoch 1686 | loss: 0.031173 | val_loss: 0.0311805 | Time: 4857.37 ms [2022-04-07 03:31:45 main:574] : INFO : Epoch 1687 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 4803.87 ms [2022-04-07 03:31:50 main:574] : INFO : Epoch 1688 | loss: 0.031173 | val_loss: 0.0311801 | Time: 4793.25 ms [2022-04-07 03:31:55 main:574] : INFO : Epoch 1689 | loss: 0.0311715 | val_loss: 0.031177 | Time: 4917.58 ms [2022-04-07 03:32:00 main:574] : INFO : Epoch 1690 | loss: 0.0311694 | val_loss: 0.031177 | Time: 4877.11 ms [2022-04-07 03:32:04 main:574] : INFO : Epoch 1691 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 4736.69 ms [2022-04-07 03:32:10 main:574] : INFO : Epoch 1692 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 5163.86 ms [2022-04-07 03:32:14 main:574] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 4922.74 ms [2022-04-07 03:32:19 main:574] : INFO : Epoch 1694 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 4734.89 ms [2022-04-07 03:32:24 main:574] : INFO : Epoch 1695 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 4706.54 ms [2022-04-07 03:32:29 main:574] : INFO : Epoch 1696 | loss: 0.0311693 | val_loss: 0.0311799 | Time: 4749.66 ms [2022-04-07 03:32:33 main:574] : INFO : Epoch 1697 | loss: 0.0311686 | val_loss: 0.031178 | Time: 4736.92 ms [2022-04-07 03:32:38 main:574] : INFO : Epoch 1698 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 4749.35 ms [2022-04-07 03:32:43 main:574] : INFO : Epoch 1699 | loss: 0.0311685 | val_loss: 0.031178 | Time: 4780.4 ms [2022-04-07 03:32:48 main:574] : INFO : Epoch 1700 | loss: 0.0311693 | val_loss: 0.0311846 | Time: 4723.11 ms [2022-04-07 03:32:52 main:574] : INFO : Epoch 1701 | loss: 0.0311784 | val_loss: 0.0311786 | Time: 4721.72 ms [2022-04-07 03:32:57 main:574] : INFO : Epoch 1702 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 4701.08 ms [2022-04-07 03:33:02 main:574] : INFO : Epoch 1703 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 4746.64 ms [2022-04-07 03:33:07 main:574] : INFO : Epoch 1704 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 4706.32 ms [2022-04-07 03:33:11 main:574] : INFO : Epoch 1705 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 4735 ms [2022-04-07 03:33:16 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311782 | Time: 4741.35 ms [2022-04-07 03:33:21 main:574] : INFO : Epoch 1707 | loss: 0.0311742 | val_loss: 0.031184 | Time: 4764.21 ms [2022-04-07 03:33:26 main:574] : INFO : Epoch 1708 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 4742.72 ms [2022-04-07 03:33:30 main:574] : INFO : Epoch 1709 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 4744.65 ms [2022-04-07 03:33:35 main:574] : INFO : Epoch 1710 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 4725.23 ms [2022-04-07 03:33:40 main:574] : INFO : Epoch 1711 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 4737.25 ms [2022-04-07 03:33:45 main:574] : INFO : Epoch 1712 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 4756.28 ms [2022-04-07 03:33:49 main:574] : INFO : Epoch 1713 | loss: 0.031173 | val_loss: 0.0311817 | Time: 4766.37 ms [2022-04-07 03:33:54 main:574] : INFO : Epoch 1714 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 4725.1 ms [2022-04-07 03:33:59 main:574] : INFO : Epoch 1715 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 4873.99 ms [2022-04-07 03:34:04 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 5132.93 ms [2022-04-07 03:34:09 main:574] : INFO : Epoch 1717 | loss: 0.0311754 | val_loss: 0.0311937 | Time: 4861.31 ms [2022-04-07 03:34:14 main:574] : INFO : Epoch 1718 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 4766.06 ms [2022-04-07 03:34:18 main:574] : INFO : Epoch 1719 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 4722.92 ms [2022-04-07 03:34:23 main:574] : INFO : Epoch 1720 | loss: 0.0311707 | val_loss: 0.0311846 | Time: 4826.62 ms [2022-04-07 03:34:28 main:574] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 4715.69 ms [2022-04-07 03:34:33 main:574] : INFO : Epoch 1722 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 4749.79 ms [2022-04-07 03:34:38 main:574] : INFO : Epoch 1723 | loss: 0.0311768 | val_loss: 0.0311897 | Time: 4768.05 ms [2022-04-07 03:34:42 main:574] : INFO : Epoch 1724 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 4718.02 ms [2022-04-07 03:34:47 main:574] : INFO : Epoch 1725 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 4798.81 ms [2022-04-07 03:34:52 main:574] : INFO : Epoch 1726 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 4787.7 ms [2022-04-07 03:34:57 main:574] : INFO : Epoch 1727 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 4766.67 ms [2022-04-07 03:35:01 main:574] : INFO : Epoch 1728 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 4742.89 ms [2022-04-07 03:35:06 main:574] : INFO : Epoch 1729 | loss: 0.0311706 | val_loss: 0.0311846 | Time: 4792.36 ms [2022-04-07 03:35:11 main:574] : INFO : Epoch 1730 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 4752.94 ms [2022-04-07 03:35:16 main:574] : INFO : Epoch 1731 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 4786.06 ms [2022-04-07 03:35:21 main:574] : INFO : Epoch 1732 | loss: 0.031169 | val_loss: 0.0311824 | Time: 4733.64 ms [2022-04-07 03:35:25 main:574] : INFO : Epoch 1733 | loss: 0.0311709 | val_loss: 0.0311843 | Time: 4770.22 ms [2022-04-07 03:35:30 main:574] : INFO : Epoch 1734 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 4756.18 ms [2022-04-07 03:35:35 main:574] : INFO : Epoch 1735 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 4758.8 ms [2022-04-07 03:35:40 main:574] : INFO : Epoch 1736 | loss: 0.0311672 | val_loss: 0.031178 | Time: 4708.86 ms [2022-04-07 03:35:44 main:574] : INFO : Epoch 1737 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 4723.22 ms [2022-04-07 03:35:49 main:574] : INFO : Epoch 1738 | loss: 0.0311675 | val_loss: 0.0311843 | Time: 4757.87 ms [2022-04-07 03:35:54 main:574] : INFO : Epoch 1739 | loss: 0.0311671 | val_loss: 0.0311776 | Time: 4755.73 ms [2022-04-07 03:35:59 main:574] : INFO : Epoch 1740 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 4744.95 ms [2022-04-07 03:36:03 main:574] : INFO : Epoch 1741 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 4846.22 ms [2022-04-07 03:36:08 main:574] : INFO : Epoch 1742 | loss: 0.031168 | val_loss: 0.0311879 | Time: 4707.39 ms [2022-04-07 03:36:13 main:574] : INFO : Epoch 1743 | loss: 0.031169 | val_loss: 0.0311802 | Time: 4770.47 ms [2022-04-07 03:36:18 main:574] : INFO : Epoch 1744 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 4899.78 ms [2022-04-07 03:36:23 main:574] : INFO : Epoch 1745 | loss: 0.0311663 | val_loss: 0.0311799 | Time: 4805.13 ms [2022-04-07 03:36:27 main:574] : INFO : Epoch 1746 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 4712.34 ms [2022-04-07 03:36:32 main:574] : INFO : Epoch 1747 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 4703.17 ms [2022-04-07 03:36:37 main:574] : INFO : Epoch 1748 | loss: 0.031165 | val_loss: 0.0311769 | Time: 4916.11 ms [2022-04-07 03:36:42 main:574] : INFO : Epoch 1749 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 4759.69 ms [2022-04-07 03:36:46 main:574] : INFO : Epoch 1750 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 4743.05 ms [2022-04-07 03:36:51 main:574] : INFO : Epoch 1751 | loss: 0.0311646 | val_loss: 0.0311788 | Time: 4689.4 ms [2022-04-07 03:36:56 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311803 | Time: 4808.86 ms [2022-04-07 03:37:01 main:574] : INFO : Epoch 1753 | loss: 0.0311642 | val_loss: 0.0311763 | Time: 4764.73 ms [2022-04-07 03:37:06 main:574] : INFO : Epoch 1754 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 4775.22 ms [2022-04-07 03:37:10 main:574] : INFO : Epoch 1755 | loss: 0.0311698 | val_loss: 0.0311794 | Time: 4816.79 ms [2022-04-07 03:37:15 main:574] : INFO : Epoch 1756 | loss: 0.0311734 | val_loss: 0.0311853 | Time: 4748.26 ms [2022-04-07 03:37:20 main:574] : INFO : Epoch 1757 | loss: 0.0311725 | val_loss: 0.0311832 | Time: 4729 ms [2022-04-07 03:37:25 main:574] : INFO : Epoch 1758 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 4695.4 ms [2022-04-07 03:37:29 main:574] : INFO : Epoch 1759 | loss: 0.0311752 | val_loss: 0.031189 | Time: 4756.55 ms [2022-04-07 03:37:34 main:574] : INFO : Epoch 1760 | loss: 0.0311715 | val_loss: 0.031179 | Time: 4776 ms [2022-04-07 03:37:39 main:574] : INFO : Epoch 1761 | loss: 0.0311673 | val_loss: 0.0311794 | Time: 4829.53 ms [2022-04-07 03:37:44 main:574] : INFO : Epoch 1762 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 4807.5 ms [2022-04-07 03:37:49 main:574] : INFO : Epoch 1763 | loss: 0.0311653 | val_loss: 0.0311778 | Time: 4744.16 ms [2022-04-07 03:37:53 main:574] : INFO : Epoch 1764 | loss: 0.0311654 | val_loss: 0.0311839 | Time: 4690.69 ms [2022-04-07 03:37:58 main:574] : INFO : Epoch 1765 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 4801.08 ms [2022-04-07 03:38:03 main:574] : INFO : Epoch 1766 | loss: 0.0311648 | val_loss: 0.0311777 | Time: 4913.13 ms [2022-04-07 03:38:08 main:574] : INFO : Epoch 1767 | loss: 0.031165 | val_loss: 0.0311777 | Time: 4902.25 ms [2022-04-07 03:38:13 main:574] : INFO : Epoch 1768 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 4781.57 ms [2022-04-07 03:38:17 main:574] : INFO : Epoch 1769 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 4788.34 ms [2022-04-07 03:38:22 main:574] : INFO : Epoch 1770 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 4761.28 ms [2022-04-07 03:38:27 main:574] : INFO : Epoch 1771 | loss: 0.0311647 | val_loss: 0.031178 | Time: 4753.38 ms [2022-04-07 03:38:32 main:574] : INFO : Epoch 1772 | loss: 0.0311672 | val_loss: 0.0311865 | Time: 4699.43 ms [2022-04-07 03:38:36 main:574] : INFO : Epoch 1773 | loss: 0.031165 | val_loss: 0.0311781 | Time: 4763.73 ms [2022-04-07 03:38:41 main:574] : INFO : Epoch 1774 | loss: 0.031166 | val_loss: 0.0311801 | Time: 4726.54 ms [2022-04-07 03:38:46 main:574] : INFO : Epoch 1775 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 4762.07 ms [2022-04-07 03:38:51 main:574] : INFO : Epoch 1776 | loss: 0.0311624 | val_loss: 0.0311784 | Time: 4713.51 ms [2022-04-07 03:38:55 main:574] : INFO : Epoch 1777 | loss: 0.0311653 | val_loss: 0.031179 | Time: 4762.35 ms [2022-04-07 03:39:00 main:574] : INFO : Epoch 1778 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 4795.85 ms [2022-04-07 03:39:05 main:574] : INFO : Epoch 1779 | loss: 0.0311703 | val_loss: 0.03118 | Time: 4756.09 ms [2022-04-07 03:39:10 main:574] : INFO : Epoch 1780 | loss: 0.0311635 | val_loss: 0.0311811 | Time: 5027.01 ms [2022-04-07 03:39:15 main:574] : INFO : Epoch 1781 | loss: 0.0311632 | val_loss: 0.0311803 | Time: 5265.89 ms [2022-04-07 03:39:21 main:574] : INFO : Epoch 1782 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 5272.77 ms [2022-04-07 03:39:26 main:574] : INFO : Epoch 1783 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 5068.81 ms [2022-04-07 03:39:30 main:574] : INFO : Epoch 1784 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 4843.76 ms [2022-04-07 03:39:35 main:574] : INFO : Epoch 1785 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 4898.25 ms [2022-04-07 03:39:40 main:574] : INFO : Epoch 1786 | loss: 0.0311668 | val_loss: 0.031193 | Time: 4845.91 ms [2022-04-07 03:39:45 main:574] : INFO : Epoch 1787 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 4822.25 ms [2022-04-07 03:39:50 main:574] : INFO : Epoch 1788 | loss: 0.0311619 | val_loss: 0.0311806 | Time: 4976.33 ms [2022-04-07 03:39:55 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.0311806 | Time: 5258.41 ms [2022-04-07 03:40:01 main:574] : INFO : Epoch 1790 | loss: 0.031163 | val_loss: 0.0311756 | Time: 5277.76 ms [2022-04-07 03:40:06 main:574] : INFO : Epoch 1791 | loss: 0.0311615 | val_loss: 0.0311787 | Time: 5095.94 ms [2022-04-07 03:40:11 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311815 | Time: 5053.02 ms [2022-04-07 03:40:16 main:574] : INFO : Epoch 1793 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 5260.1 ms [2022-04-07 03:40:21 main:574] : INFO : Epoch 1794 | loss: 0.0311617 | val_loss: 0.0311791 | Time: 5284.94 ms [2022-04-07 03:40:27 main:574] : INFO : Epoch 1795 | loss: 0.0311651 | val_loss: 0.0311802 | Time: 5262.47 ms [2022-04-07 03:40:32 main:574] : INFO : Epoch 1796 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 5423.61 ms [2022-04-07 03:40:37 main:574] : INFO : Epoch 1797 | loss: 0.0311614 | val_loss: 0.031176 | Time: 5100.92 ms [2022-04-07 03:40:42 main:574] : INFO : Epoch 1798 | loss: 0.0311611 | val_loss: 0.0311755 | Time: 4992.81 ms [2022-04-07 03:40:47 main:574] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 4785.72 ms [2022-04-07 03:40:52 main:574] : INFO : Epoch 1800 | loss: 0.0311607 | val_loss: 0.0311773 | Time: 4725.85 ms [2022-04-07 03:40:56 main:574] : INFO : Epoch 1801 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 4749.23 ms [2022-04-07 03:41:01 main:574] : INFO : Epoch 1802 | loss: 0.0311599 | val_loss: 0.0311763 | Time: 4722.24 ms [2022-04-07 03:41:06 main:574] : INFO : Epoch 1803 | loss: 0.0311602 | val_loss: 0.0311793 | Time: 4769.45 ms [2022-04-07 03:41:11 main:574] : INFO : Epoch 1804 | loss: 0.031161 | val_loss: 0.0311751 | Time: 4844.37 ms [2022-04-07 03:41:16 main:574] : INFO : Epoch 1805 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 4840.96 ms [2022-04-07 03:41:20 main:574] : INFO : Epoch 1806 | loss: 0.0311596 | val_loss: 0.0311777 | Time: 4766.23 ms [2022-04-07 03:41:25 main:574] : INFO : Epoch 1807 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 4831.86 ms [2022-04-07 03:41:30 main:574] : INFO : Epoch 1808 | loss: 0.031162 | val_loss: 0.0311762 | Time: 4816.74 ms [2022-04-07 03:41:35 main:574] : INFO : Epoch 1809 | loss: 0.0311611 | val_loss: 0.0311803 | Time: 4820.31 ms [2022-04-07 03:41:40 main:574] : INFO : Epoch 1810 | loss: 0.0311614 | val_loss: 0.0311763 | Time: 4748.1 ms [2022-04-07 03:41:44 main:574] : INFO : Epoch 1811 | loss: 0.0311636 | val_loss: 0.0311872 | Time: 4761.58 ms [2022-04-07 03:41:49 main:574] : INFO : Epoch 1812 | loss: 0.0311656 | val_loss: 0.0311779 | Time: 4809.24 ms [2022-04-07 03:41:54 main:574] : INFO : Epoch 1813 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 4767.23 ms [2022-04-07 03:41:59 main:574] : INFO : Epoch 1814 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 4818.85 ms [2022-04-07 03:42:04 main:574] : INFO : Epoch 1815 | loss: 0.0311591 | val_loss: 0.0311755 | Time: 4783.47 ms [2022-04-07 03:42:08 main:574] : INFO : Epoch 1816 | loss: 0.0311597 | val_loss: 0.0311773 | Time: 4783.98 ms [2022-04-07 03:42:13 main:574] : INFO : Epoch 1817 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 4778.13 ms [2022-04-07 03:42:18 main:574] : INFO : Epoch 1818 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 4752.4 ms [2022-04-07 03:42:23 main:574] : INFO : Epoch 1819 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 4706.19 ms [2022-04-07 03:42:27 main:574] : INFO : Epoch 1820 | loss: 0.0311578 | val_loss: 0.0311779 | Time: 4751.86 ms [2022-04-07 03:42:32 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311765 | Time: 4938.93 ms [2022-04-07 03:42:37 main:574] : INFO : Epoch 1822 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 4714.2 ms [2022-04-07 03:42:42 main:574] : INFO : Epoch 1823 | loss: 0.0311592 | val_loss: 0.0311777 | Time: 5101.09 ms [2022-04-07 03:42:47 main:574] : INFO : Epoch 1824 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 4744.19 ms [2022-04-07 03:42:52 main:574] : INFO : Epoch 1825 | loss: 0.0311618 | val_loss: 0.0311777 | Time: 4787.32 ms [2022-04-07 03:42:56 main:574] : INFO : Epoch 1826 | loss: 0.0311597 | val_loss: 0.031176 | Time: 4762.64 ms [2022-04-07 03:43:01 main:574] : INFO : Epoch 1827 | loss: 0.0311604 | val_loss: 0.0311778 | Time: 4813.29 ms [2022-04-07 03:43:06 main:574] : INFO : Epoch 1828 | loss: 0.0311604 | val_loss: 0.0311792 | Time: 4752.82 ms [2022-04-07 03:43:11 main:574] : INFO : Epoch 1829 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 4772.32 ms [2022-04-07 03:43:16 main:574] : INFO : Epoch 1830 | loss: 0.0311596 | val_loss: 0.0311763 | Time: 4752.22 ms [2022-04-07 03:43:20 main:574] : INFO : Epoch 1831 | loss: 0.0311584 | val_loss: 0.031178 | Time: 4727.5 ms [2022-04-07 03:43:25 main:574] : INFO : Epoch 1832 | loss: 0.0311588 | val_loss: 0.0311768 | Time: 4808.62 ms [2022-04-07 03:43:30 main:574] : INFO : Epoch 1833 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 4864.2 ms [2022-04-07 03:43:35 main:574] : INFO : Epoch 1834 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 4814.57 ms [2022-04-07 03:43:40 main:574] : INFO : Epoch 1835 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 4768.8 ms [2022-04-07 03:43:44 main:574] : INFO : Epoch 1836 | loss: 0.0311601 | val_loss: 0.0311788 | Time: 4762.87 ms [2022-04-07 03:43:49 main:574] : INFO : Epoch 1837 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 4746.73 ms [2022-04-07 03:43:54 main:574] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.0311767 | Time: 4761.22 ms [2022-04-07 03:43:59 main:574] : INFO : Epoch 1839 | loss: 0.0311567 | val_loss: 0.0311746 | Time: 4838.74 ms [2022-04-07 03:44:04 main:574] : INFO : Epoch 1840 | loss: 0.0311573 | val_loss: 0.0311782 | Time: 4828.63 ms [2022-04-07 03:44:08 main:574] : INFO : Epoch 1841 | loss: 0.0311594 | val_loss: 0.0311781 | Time: 4825.06 ms [2022-04-07 03:44:13 main:574] : INFO : Epoch 1842 | loss: 0.0311604 | val_loss: 0.0311777 | Time: 4727.99 ms [2022-04-07 03:44:18 main:574] : INFO : Epoch 1843 | loss: 0.0311602 | val_loss: 0.0311841 | Time: 4763.34 ms [2022-04-07 03:44:23 main:574] : INFO : Epoch 1844 | loss: 0.0311585 | val_loss: 0.0311772 | Time: 4722.35 ms [2022-04-07 03:44:27 main:574] : INFO : Epoch 1845 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 4706.26 ms [2022-04-07 03:44:32 main:574] : INFO : Epoch 1846 | loss: 0.0311565 | val_loss: 0.0311845 | Time: 5050.04 ms [2022-04-07 03:44:37 main:574] : INFO : Epoch 1847 | loss: 0.0311586 | val_loss: 0.0311775 | Time: 4791.25 ms [2022-04-07 03:44:42 main:574] : INFO : Epoch 1848 | loss: 0.0311576 | val_loss: 0.0311772 | Time: 4809.12 ms [2022-04-07 03:44:47 main:574] : INFO : Epoch 1849 | loss: 0.0311599 | val_loss: 0.031177 | Time: 4764.58 ms [2022-04-07 03:44:52 main:574] : INFO : Epoch 1850 | loss: 0.0311577 | val_loss: 0.0311789 | Time: 4725.8 ms [2022-04-07 03:44:56 main:574] : INFO : Epoch 1851 | loss: 0.0311577 | val_loss: 0.0311765 | Time: 4773.79 ms [2022-04-07 03:45:01 main:574] : INFO : Epoch 1852 | loss: 0.0311557 | val_loss: 0.0311769 | Time: 4778.17 ms [2022-04-07 03:45:06 main:574] : INFO : Epoch 1853 | loss: 0.0311567 | val_loss: 0.0311774 | Time: 4808.41 ms [2022-04-07 03:45:11 main:574] : INFO : Epoch 1854 | loss: 0.0311566 | val_loss: 0.031175 | Time: 4724.44 ms [2022-04-07 03:45:15 main:574] : INFO : Epoch 1855 | loss: 0.0311557 | val_loss: 0.0311793 | Time: 4766.21 ms [2022-04-07 03:45:20 main:574] : INFO : Epoch 1856 | loss: 0.0311553 | val_loss: 0.0311772 | Time: 4701.07 ms [2022-04-07 03:45:25 main:574] : INFO : Epoch 1857 | loss: 0.0311568 | val_loss: 0.0311787 | Time: 4735.94 ms [2022-04-07 03:45:30 main:574] : INFO : Epoch 1858 | loss: 0.0311573 | val_loss: 0.0311811 | Time: 4735.41 ms [2022-04-07 03:45:35 main:574] : INFO : Epoch 1859 | loss: 0.0311565 | val_loss: 0.0311792 | Time: 4892.65 ms [2022-04-07 03:45:39 main:574] : INFO : Epoch 1860 | loss: 0.0311582 | val_loss: 0.0311855 | Time: 4787.35 ms [2022-04-07 03:45:44 main:574] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.031194 | Time: 4709.5 ms [2022-04-07 03:45:49 main:574] : INFO : Epoch 1862 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 4882.36 ms [2022-04-07 03:45:53 main:574] : INFO : Epoch 1863 | loss: 0.0311602 | val_loss: 0.031185 | Time: 4581.37 ms [2022-04-07 03:45:58 main:574] : INFO : Epoch 1864 | loss: 0.0311592 | val_loss: 0.03119 | Time: 4836.9 ms [2022-04-07 03:46:03 main:574] : INFO : Epoch 1865 | loss: 0.031161 | val_loss: 0.0311877 | Time: 4891.5 ms [2022-04-07 03:46:08 main:574] : INFO : Epoch 1866 | loss: 0.0311585 | val_loss: 0.0311772 | Time: 4794.2 ms [2022-04-07 03:46:13 main:574] : INFO : Epoch 1867 | loss: 0.0311551 | val_loss: 0.0311782 | Time: 4735.5 ms [2022-04-07 03:46:17 main:574] : INFO : Epoch 1868 | loss: 0.0311571 | val_loss: 0.0311777 | Time: 4674.76 ms [2022-04-07 03:46:22 main:574] : INFO : Epoch 1869 | loss: 0.0311572 | val_loss: 0.0311788 | Time: 4699.37 ms [2022-04-07 03:46:27 main:574] : INFO : Epoch 1870 | loss: 0.0311595 | val_loss: 0.0311816 | Time: 4712.67 ms [2022-04-07 03:46:32 main:574] : INFO : Epoch 1871 | loss: 0.0311581 | val_loss: 0.0311796 | Time: 4707.55 ms [2022-04-07 03:46:36 main:574] : INFO : Epoch 1872 | loss: 0.0311575 | val_loss: 0.0311752 | Time: 4753.19 ms [2022-04-07 03:46:41 main:574] : INFO : Epoch 1873 | loss: 0.0311566 | val_loss: 0.031178 | Time: 4734.38 ms [2022-04-07 03:46:46 main:574] : INFO : Epoch 1874 | loss: 0.0311554 | val_loss: 0.0311814 | Time: 4736.14 ms [2022-04-07 03:46:51 main:574] : INFO : Epoch 1875 | loss: 0.0311552 | val_loss: 0.0311877 | Time: 4771.3 ms [2022-04-07 03:46:56 main:574] : INFO : Epoch 1876 | loss: 0.03116 | val_loss: 0.0311768 | Time: 4920.65 ms [2022-04-07 03:47:00 main:574] : INFO : Epoch 1877 | loss: 0.0311609 | val_loss: 0.0311814 | Time: 4898.83 ms [2022-04-07 03:47:05 main:574] : INFO : Epoch 1878 | loss: 0.0311563 | val_loss: 0.0311789 | Time: 4806.81 ms [2022-04-07 03:47:10 main:574] : INFO : Epoch 1879 | loss: 0.0311547 | val_loss: 0.0311775 | Time: 4653.58 ms [2022-04-07 03:47:15 main:574] : INFO : Epoch 1880 | loss: 0.0311549 | val_loss: 0.0311781 | Time: 4750.87 ms [2022-04-07 03:47:19 main:574] : INFO : Epoch 1881 | loss: 0.0311571 | val_loss: 0.0311787 | Time: 4755.25 ms [2022-04-07 03:47:24 main:574] : INFO : Epoch 1882 | loss: 0.0311569 | val_loss: 0.0311828 | Time: 4855.59 ms [2022-04-07 03:47:29 main:574] : INFO : Epoch 1883 | loss: 0.0311549 | val_loss: 0.0311796 | Time: 4744.02 ms [2022-04-07 03:47:34 main:574] : INFO : Epoch 1884 | loss: 0.0311578 | val_loss: 0.0311834 | Time: 4794.26 ms [2022-04-07 03:47:39 main:574] : INFO : Epoch 1885 | loss: 0.0311572 | val_loss: 0.0311778 | Time: 4859.69 ms [2022-04-07 03:47:43 main:574] : INFO : Epoch 1886 | loss: 0.0311553 | val_loss: 0.0311784 | Time: 4748.48 ms [2022-04-07 03:47:48 main:574] : INFO : Epoch 1887 | loss: 0.0311561 | val_loss: 0.0311787 | Time: 4762.82 ms [2022-04-07 03:47:53 main:574] : INFO : Epoch 1888 | loss: 0.0311543 | val_loss: 0.0311762 | Time: 4703.11 ms [2022-04-07 03:47:58 main:574] : INFO : Epoch 1889 | loss: 0.0311549 | val_loss: 0.0311806 | Time: 5002.57 ms [2022-04-07 03:48:03 main:574] : INFO : Epoch 1890 | loss: 0.031154 | val_loss: 0.0311765 | Time: 4744.16 ms [2022-04-07 03:48:07 main:574] : INFO : Epoch 1891 | loss: 0.0311542 | val_loss: 0.0311776 | Time: 4687.09 ms [2022-04-07 03:48:12 main:574] : INFO : Epoch 1892 | loss: 0.0311553 | val_loss: 0.0311813 | Time: 4733.98 ms [2022-04-07 03:48:17 main:574] : INFO : Epoch 1893 | loss: 0.0311553 | val_loss: 0.0311793 | Time: 4943.84 ms [2022-04-07 03:48:22 main:574] : INFO : Epoch 1894 | loss: 0.0311549 | val_loss: 0.0311829 | Time: 4823.32 ms [2022-04-07 03:48:27 main:574] : INFO : Epoch 1895 | loss: 0.0311568 | val_loss: 0.0311785 | Time: 4683.65 ms [2022-04-07 03:48:31 main:574] : INFO : Epoch 1896 | loss: 0.031157 | val_loss: 0.0311831 | Time: 4709.52 ms [2022-04-07 03:48:36 main:574] : INFO : Epoch 1897 | loss: 0.0311559 | val_loss: 0.0311758 | Time: 4846.02 ms [2022-04-07 03:48:41 main:574] : INFO : Epoch 1898 | loss: 0.0311546 | val_loss: 0.0311775 | Time: 4766.72 ms [2022-04-07 03:48:46 main:574] : INFO : Epoch 1899 | loss: 0.0311538 | val_loss: 0.0311777 | Time: 4768.28 ms [2022-04-07 03:48:51 main:574] : INFO : Epoch 1900 | loss: 0.0311549 | val_loss: 0.0311802 | Time: 4783.55 ms [2022-04-07 03:48:56 main:574] : INFO : Epoch 1901 | loss: 0.0311528 | val_loss: 0.0311817 | Time: 5181.84 ms [2022-04-07 03:49:00 main:574] : INFO : Epoch 1902 | loss: 0.0311543 | val_loss: 0.0311875 | Time: 4757.53 ms [2022-04-07 03:49:05 main:574] : INFO : Epoch 1903 | loss: 0.0311568 | val_loss: 0.03119 | Time: 4714.45 ms [2022-04-07 03:49:10 main:574] : INFO : Epoch 1904 | loss: 0.0311584 | val_loss: 0.0311844 | Time: 4674.92 ms [2022-04-07 03:49:15 main:574] : INFO : Epoch 1905 | loss: 0.0311552 | val_loss: 0.0311766 | Time: 4674.01 ms [2022-04-07 03:49:19 main:574] : INFO : Epoch 1906 | loss: 0.031155 | val_loss: 0.0311772 | Time: 4699.64 ms [2022-04-07 03:49:24 main:574] : INFO : Epoch 1907 | loss: 0.0311545 | val_loss: 0.0311833 | Time: 4952.22 ms [2022-04-07 03:49:29 main:574] : INFO : Epoch 1908 | loss: 0.0311581 | val_loss: 0.031177 | Time: 4747.99 ms [2022-04-07 03:49:34 main:574] : INFO : Epoch 1909 | loss: 0.031156 | val_loss: 0.0311792 | Time: 4741.27 ms [2022-04-07 03:49:38 main:574] : INFO : Epoch 1910 | loss: 0.0311552 | val_loss: 0.0311792 | Time: 4781.53 ms [2022-04-07 03:49:43 main:574] : INFO : Epoch 1911 | loss: 0.0311545 | val_loss: 0.0311782 | Time: 4813.88 ms [2022-04-07 03:49:48 main:574] : INFO : Epoch 1912 | loss: 0.0311574 | val_loss: 0.0311882 | Time: 4689.98 ms [2022-04-07 03:49:53 main:574] : INFO : Epoch 1913 | loss: 0.0311554 | val_loss: 0.0311818 | Time: 4702.38 ms [2022-04-07 03:49:58 main:574] : INFO : Epoch 1914 | loss: 0.0311555 | val_loss: 0.0311828 | Time: 4798.96 ms [2022-04-07 03:50:02 main:574] : INFO : Epoch 1915 | loss: 0.031154 | val_loss: 0.0311863 | Time: 4697.06 ms [2022-04-07 03:50:07 main:574] : INFO : Epoch 1916 | loss: 0.0311546 | val_loss: 0.0311761 | Time: 4709.39 ms [2022-04-07 03:50:12 main:574] : INFO : Epoch 1917 | loss: 0.0311533 | val_loss: 0.0311814 | Time: 4766.58 ms [2022-04-07 03:50:17 main:574] : INFO : Epoch 1918 | loss: 0.0311552 | val_loss: 0.0311788 | Time: 5094.77 ms [2022-04-07 03:50:22 main:574] : INFO : Epoch 1919 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 4761.83 ms [2022-04-07 03:50:26 main:574] : INFO : Epoch 1920 | loss: 0.0311523 | val_loss: 0.0311778 | Time: 4788.17 ms [2022-04-07 03:50:31 main:574] : INFO : Epoch 1921 | loss: 0.031152 | val_loss: 0.0311781 | Time: 4725.69 ms [2022-04-07 03:50:36 main:574] : INFO : Epoch 1922 | loss: 0.0311515 | val_loss: 0.0311827 | Time: 4793.79 ms [2022-04-07 03:50:41 main:574] : INFO : Epoch 1923 | loss: 0.0311512 | val_loss: 0.0311811 | Time: 4691.88 ms [2022-04-07 03:50:45 main:574] : INFO : Epoch 1924 | loss: 0.031152 | val_loss: 0.0311788 | Time: 4815.03 ms [2022-04-07 03:50:50 main:574] : INFO : Epoch 1925 | loss: 0.0311535 | val_loss: 0.0311879 | Time: 4715.87 ms [2022-04-07 03:50:55 main:574] : INFO : Epoch 1926 | loss: 0.0311556 | val_loss: 0.0311837 | Time: 4756.43 ms [2022-04-07 03:51:00 main:574] : INFO : Epoch 1927 | loss: 0.031151 | val_loss: 0.0311798 | Time: 4717.11 ms [2022-04-07 03:51:04 main:574] : INFO : Epoch 1928 | loss: 0.031152 | val_loss: 0.0311812 | Time: 4740.67 ms [2022-04-07 03:51:09 main:574] : INFO : Epoch 1929 | loss: 0.0311527 | val_loss: 0.031181 | Time: 4875.91 ms [2022-04-07 03:51:14 main:574] : INFO : Epoch 1930 | loss: 0.0311558 | val_loss: 0.0311775 | Time: 4901.89 ms [2022-04-07 03:51:19 main:574] : INFO : Epoch 1931 | loss: 0.0311529 | val_loss: 0.0311798 | Time: 5027.22 ms [2022-04-07 03:51:24 main:574] : INFO : Epoch 1932 | loss: 0.0311558 | val_loss: 0.0311804 | Time: 4939.14 ms [2022-04-07 03:51:29 main:574] : INFO : Epoch 1933 | loss: 0.0311563 | val_loss: 0.0311849 | Time: 4732.73 ms [2022-04-07 03:51:34 main:574] : INFO : Epoch 1934 | loss: 0.0311544 | val_loss: 0.0311776 | Time: 4832.92 ms [2022-04-07 03:51:38 main:574] : INFO : Epoch 1935 | loss: 0.0311553 | val_loss: 0.0311793 | Time: 4785.64 ms [2022-04-07 03:51:43 main:574] : INFO : Epoch 1936 | loss: 0.0311545 | val_loss: 0.0311818 | Time: 4770.68 ms [2022-04-07 03:51:48 main:574] : INFO : Epoch 1937 | loss: 0.0311529 | val_loss: 0.0311799 | Time: 4797.55 ms [2022-04-07 03:51:53 main:574] : INFO : Epoch 1938 | loss: 0.0311532 | val_loss: 0.0311791 | Time: 4890.79 ms [2022-04-07 03:51:58 main:574] : INFO : Epoch 1939 | loss: 0.0311526 | val_loss: 0.0311782 | Time: 4894.64 ms [2022-04-07 03:52:03 main:574] : INFO : Epoch 1940 | loss: 0.031153 | val_loss: 0.0311802 | Time: 4848.94 ms [2022-04-07 03:52:08 main:574] : INFO : Epoch 1941 | loss: 0.0311524 | val_loss: 0.0311855 | Time: 5030.36 ms [2022-04-07 03:52:13 main:574] : INFO : Epoch 1942 | loss: 0.0311524 | val_loss: 0.0311824 | Time: 5270.84 ms [2022-04-07 03:52:18 main:574] : INFO : Epoch 1943 | loss: 0.0311561 | val_loss: 0.0311876 | Time: 5043.66 ms [2022-04-07 03:52:23 main:574] : INFO : Epoch 1944 | loss: 0.0311531 | val_loss: 0.0311826 | Time: 4728.95 ms [2022-04-07 03:52:28 main:574] : INFO : Epoch 1945 | loss: 0.0311534 | val_loss: 0.0311837 | Time: 4924.32 ms [2022-04-07 03:52:33 main:574] : INFO : Epoch 1946 | loss: 0.0311552 | val_loss: 0.0311797 | Time: 4895.61 ms [2022-04-07 03:52:37 main:574] : INFO : Epoch 1947 | loss: 0.0311531 | val_loss: 0.0311801 | Time: 4782.57 ms [2022-04-07 03:52:42 main:574] : INFO : Epoch 1948 | loss: 0.0311552 | val_loss: 0.0311823 | Time: 4717.23 ms [2022-04-07 03:52:47 main:574] : INFO : Epoch 1949 | loss: 0.0311545 | val_loss: 0.031181 | Time: 4716.43 ms [2022-04-07 03:52:52 main:574] : INFO : Epoch 1950 | loss: 0.0311545 | val_loss: 0.0311804 | Time: 4742.15 ms [2022-04-07 03:52:56 main:574] : INFO : Epoch 1951 | loss: 0.0311569 | val_loss: 0.0311871 | Time: 4697.96 ms [2022-04-07 03:53:01 main:574] : INFO : Epoch 1952 | loss: 0.0311572 | val_loss: 0.0311807 | Time: 4688.95 ms [2022-04-07 03:53:06 main:574] : INFO : Epoch 1953 | loss: 0.0311555 | val_loss: 0.0311821 | Time: 4761.44 ms [2022-04-07 03:53:11 main:574] : INFO : Epoch 1954 | loss: 0.0311566 | val_loss: 0.0311786 | Time: 5124.45 ms [2022-04-07 03:53:16 main:574] : INFO : Epoch 1955 | loss: 0.0311579 | val_loss: 0.0311795 | Time: 4946.53 ms [2022-04-07 03:53:21 main:574] : INFO : Epoch 1956 | loss: 0.0311589 | val_loss: 0.0311827 | Time: 4824.15 ms [2022-04-07 03:53:26 main:574] : INFO : Epoch 1957 | loss: 0.0311563 | val_loss: 0.0311794 | Time: 5036.37 ms [2022-04-07 03:53:31 main:574] : INFO : Epoch 1958 | loss: 0.0311557 | val_loss: 0.0311893 | Time: 4961.2 ms [2022-04-07 03:53:36 main:574] : INFO : Epoch 1959 | loss: 0.0311616 | val_loss: 0.0311859 | Time: 4979.54 ms [2022-04-07 03:53:41 main:574] : INFO : Epoch 1960 | loss: 0.0311671 | val_loss: 0.0311819 | Time: 4926.75 ms [2022-04-07 03:53:45 main:574] : INFO : Epoch 1961 | loss: 0.0311606 | val_loss: 0.0311815 | Time: 4836.79 ms [2022-04-07 03:53:50 main:574] : INFO : Epoch 1962 | loss: 0.0311576 | val_loss: 0.0311818 | Time: 4854.45 ms [2022-04-07 03:53:55 main:574] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.031182 | Time: 4708.65 ms [2022-04-07 03:54:00 main:574] : INFO : Epoch 1964 | loss: 0.0311573 | val_loss: 0.0311781 | Time: 5101.79 ms [2022-04-07 03:54:05 main:574] : INFO : Epoch 1965 | loss: 0.0311566 | val_loss: 0.0311836 | Time: 5215.09 ms [2022-04-07 03:54:11 main:574] : INFO : Epoch 1966 | loss: 0.0311556 | val_loss: 0.0311803 | Time: 5113.18 ms [2022-04-07 03:54:15 main:574] : INFO : Epoch 1967 | loss: 0.0311538 | val_loss: 0.0311824 | Time: 4704.77 ms [2022-04-07 03:54:21 main:574] : INFO : Epoch 1968 | loss: 0.0311547 | val_loss: 0.0311814 | Time: 5400.89 ms [2022-04-07 03:54:25 main:574] : INFO : Epoch 1969 | loss: 0.031155 | val_loss: 0.0311806 | Time: 4731.86 ms [2022-04-07 03:54:30 main:574] : INFO : Epoch 1970 | loss: 0.0311543 | val_loss: 0.031183 | Time: 4727.35 ms [2022-04-07 03:54:35 main:574] : INFO : Epoch 1971 | loss: 0.0311527 | val_loss: 0.0311805 | Time: 4737.4 ms [2022-04-07 03:54:40 main:574] : INFO : Epoch 1972 | loss: 0.0311536 | val_loss: 0.031183 | Time: 4736 ms [2022-04-07 03:54:44 main:574] : INFO : Epoch 1973 | loss: 0.0311548 | val_loss: 0.0311795 | Time: 4731.95 ms [2022-04-07 03:54:49 main:574] : INFO : Epoch 1974 | loss: 0.0311602 | val_loss: 0.0311924 | Time: 4736.74 ms [2022-04-07 03:54:54 main:574] : INFO : Epoch 1975 | loss: 0.031156 | val_loss: 0.0311848 | Time: 4764.43 ms [2022-04-07 03:54:59 main:574] : INFO : Epoch 1976 | loss: 0.0311545 | val_loss: 0.0311829 | Time: 4749.6 ms [2022-04-07 03:55:03 main:574] : INFO : Epoch 1977 | loss: 0.0311523 | val_loss: 0.0311847 | Time: 4760.8 ms [2022-04-07 03:55:08 main:574] : INFO : Epoch 1978 | loss: 0.0311521 | val_loss: 0.031181 | Time: 4724.47 ms [2022-04-07 03:55:13 main:574] : INFO : Epoch 1979 | loss: 0.0311526 | val_loss: 0.0311836 | Time: 4734.89 ms [2022-04-07 03:55:18 main:574] : INFO : Epoch 1980 | loss: 0.0311513 | val_loss: 0.0311834 | Time: 4768.88 ms [2022-04-07 03:55:22 main:574] : INFO : Epoch 1981 | loss: 0.031152 | val_loss: 0.0311815 | Time: 4734.42 ms [2022-04-07 03:55:27 main:574] : INFO : Epoch 1982 | loss: 0.0311513 | val_loss: 0.0311813 | Time: 4800.7 ms [2022-04-07 03:55:32 main:574] : INFO : Epoch 1983 | loss: 0.0311535 | val_loss: 0.0311823 | Time: 4846.08 ms [2022-04-07 03:55:37 main:574] : INFO : Epoch 1984 | loss: 0.0311533 | val_loss: 0.0311838 | Time: 4922.38 ms [2022-04-07 03:55:42 main:574] : INFO : Epoch 1985 | loss: 0.0311507 | val_loss: 0.0311819 | Time: 4773.2 ms [2022-04-07 03:55:47 main:574] : INFO : Epoch 1986 | loss: 0.0311529 | val_loss: 0.031185 | Time: 4801.91 ms [2022-04-07 03:55:51 main:574] : INFO : Epoch 1987 | loss: 0.0311505 | val_loss: 0.0311823 | Time: 4857.31 ms [2022-04-07 03:55:56 main:574] : INFO : Epoch 1988 | loss: 0.0311517 | val_loss: 0.0311879 | Time: 4818.39 ms [2022-04-07 03:56:01 main:574] : INFO : Epoch 1989 | loss: 0.0311544 | val_loss: 0.031193 | Time: 4793.45 ms [2022-04-07 03:56:06 main:574] : INFO : Epoch 1990 | loss: 0.0311538 | val_loss: 0.0311842 | Time: 4807.85 ms [2022-04-07 03:56:11 main:574] : INFO : Epoch 1991 | loss: 0.0311524 | val_loss: 0.0311833 | Time: 4792.44 ms [2022-04-07 03:56:15 main:574] : INFO : Epoch 1992 | loss: 0.0311528 | val_loss: 0.0311824 | Time: 4783.74 ms [2022-04-07 03:56:20 main:574] : INFO : Epoch 1993 | loss: 0.0311522 | val_loss: 0.0311874 | Time: 4788.73 ms [2022-04-07 03:56:25 main:574] : INFO : Epoch 1994 | loss: 0.0311506 | val_loss: 0.0311872 | Time: 4876.32 ms [2022-04-07 03:56:30 main:574] : INFO : Epoch 1995 | loss: 0.0311507 | val_loss: 0.0311824 | Time: 5019.86 ms [2022-04-07 03:56:35 main:574] : INFO : Epoch 1996 | loss: 0.0311535 | val_loss: 0.0311812 | Time: 4967.62 ms [2022-04-07 03:56:40 main:574] : INFO : Epoch 1997 | loss: 0.0311544 | val_loss: 0.0311823 | Time: 4731.57 ms [2022-04-07 03:56:45 main:574] : INFO : Epoch 1998 | loss: 0.0311547 | val_loss: 0.0311816 | Time: 4770.08 ms [2022-04-07 03:56:49 main:574] : INFO : Epoch 1999 | loss: 0.0311522 | val_loss: 0.0311897 | Time: 4755.97 ms [2022-04-07 03:56:54 main:574] : INFO : Epoch 2000 | loss: 0.0311526 | val_loss: 0.0311871 | Time: 4714.41 ms [2022-04-07 03:56:59 main:574] : INFO : Epoch 2001 | loss: 0.0311551 | val_loss: 0.0311853 | Time: 4723.63 ms [2022-04-07 03:57:04 main:574] : INFO : Epoch 2002 | loss: 0.0311548 | val_loss: 0.0311803 | Time: 4749.46 ms [2022-04-07 03:57:08 main:574] : INFO : Epoch 2003 | loss: 0.0311531 | val_loss: 0.0311818 | Time: 4744.33 ms [2022-04-07 03:57:13 main:574] : INFO : Epoch 2004 | loss: 0.0311517 | val_loss: 0.0311862 | Time: 4740.89 ms [2022-04-07 03:57:18 main:574] : INFO : Epoch 2005 | loss: 0.0311525 | val_loss: 0.0311825 | Time: 4766.67 ms [2022-04-07 03:57:23 main:574] : INFO : Epoch 2006 | loss: 0.03115 | val_loss: 0.0311825 | Time: 4746.72 ms [2022-04-07 03:57:27 main:574] : INFO : Epoch 2007 | loss: 0.0311502 | val_loss: 0.0311809 | Time: 4741.71 ms [2022-04-07 03:57:32 main:574] : INFO : Epoch 2008 | loss: 0.0311498 | val_loss: 0.0311879 | Time: 4754.31 ms [2022-04-07 03:57:37 main:574] : INFO : Epoch 2009 | loss: 0.03115 | val_loss: 0.0311855 | Time: 4849.64 ms [2022-04-07 03:57:42 main:574] : INFO : Epoch 2010 | loss: 0.0311493 | val_loss: 0.0311826 | Time: 4773.29 ms [2022-04-07 03:57:47 main:574] : INFO : Epoch 2011 | loss: 0.0311512 | val_loss: 0.0311804 | Time: 4734.07 ms [2022-04-07 03:57:51 main:574] : INFO : Epoch 2012 | loss: 0.0311526 | val_loss: 0.0311797 | Time: 4803.24 ms [2022-04-07 03:57:56 main:574] : INFO : Epoch 2013 | loss: 0.0311518 | val_loss: 0.0311834 | Time: 4732.02 ms [2022-04-07 03:58:01 main:574] : INFO : Epoch 2014 | loss: 0.0311514 | val_loss: 0.0311894 | Time: 4769.03 ms [2022-04-07 03:58:06 main:574] : INFO : Epoch 2015 | loss: 0.0311509 | val_loss: 0.0311818 | Time: 4771.7 ms [2022-04-07 03:58:10 main:574] : INFO : Epoch 2016 | loss: 0.0311494 | val_loss: 0.0311823 | Time: 4760.55 ms [2022-04-07 03:58:15 main:574] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.031185 | Time: 4774.71 ms [2022-04-07 03:58:20 main:574] : INFO : Epoch 2018 | loss: 0.0311527 | val_loss: 0.0311876 | Time: 4767.29 ms [2022-04-07 03:58:25 main:574] : INFO : Epoch 2019 | loss: 0.031154 | val_loss: 0.0311862 | Time: 4758.89 ms [2022-04-07 03:58:30 main:574] : INFO : Epoch 2020 | loss: 0.0311504 | val_loss: 0.0311846 | Time: 4770.1 ms [2022-04-07 03:58:34 main:574] : INFO : Epoch 2021 | loss: 0.0311512 | val_loss: 0.0311938 | Time: 4695.92 ms [2022-04-07 03:58:39 main:574] : INFO : Epoch 2022 | loss: 0.0311566 | val_loss: 0.0311795 | Time: 4779.29 ms [2022-04-07 03:58:44 main:574] : INFO : Epoch 2023 | loss: 0.0311543 | val_loss: 0.0311895 | Time: 4778.81 ms [2022-04-07 03:58:49 main:574] : INFO : Epoch 2024 | loss: 0.0311523 | val_loss: 0.0311833 | Time: 4833.47 ms [2022-04-07 03:58:53 main:574] : INFO : Epoch 2025 | loss: 0.0311493 | val_loss: 0.0311891 | Time: 4795.24 ms [2022-04-07 03:58:58 main:574] : INFO : Epoch 2026 | loss: 0.0311534 | val_loss: 0.0311851 | Time: 4779.61 ms [2022-04-07 03:59:03 main:574] : INFO : Epoch 2027 | loss: 0.0311548 | val_loss: 0.0311856 | Time: 4755.83 ms [2022-04-07 03:59:08 main:574] : INFO : Epoch 2028 | loss: 0.0311523 | val_loss: 0.0311821 | Time: 4768.19 ms [2022-04-07 03:59:13 main:574] : INFO : Epoch 2029 | loss: 0.0311497 | val_loss: 0.031188 | Time: 4752.64 ms [2022-04-07 03:59:17 main:574] : INFO : Epoch 2030 | loss: 0.0311502 | val_loss: 0.0311851 | Time: 4757.52 ms [2022-04-07 03:59:22 main:574] : INFO : Epoch 2031 | loss: 0.0311503 | val_loss: 0.0311819 | Time: 5032.51 ms [2022-04-07 03:59:27 main:574] : INFO : Epoch 2032 | loss: 0.0311507 | val_loss: 0.0311853 | Time: 4791.98 ms [2022-04-07 03:59:32 main:574] : INFO : Epoch 2033 | loss: 0.0311507 | val_loss: 0.0311847 | Time: 4781.96 ms [2022-04-07 03:59:37 main:574] : INFO : Epoch 2034 | loss: 0.0311521 | val_loss: 0.0311811 | Time: 4844.49 ms [2022-04-07 03:59:42 main:574] : INFO : Epoch 2035 | loss: 0.031151 | val_loss: 0.0311861 | Time: 4828.84 ms [2022-04-07 03:59:46 main:574] : INFO : Epoch 2036 | loss: 0.0311496 | val_loss: 0.0311838 | Time: 4701.51 ms [2022-04-07 03:59:51 main:574] : INFO : Epoch 2037 | loss: 0.0311493 | val_loss: 0.0311887 | Time: 4791.32 ms [2022-04-07 03:59:56 main:574] : INFO : Epoch 2038 | loss: 0.0311493 | val_loss: 0.0311863 | Time: 4769.76 ms [2022-04-07 04:00:01 main:574] : INFO : Epoch 2039 | loss: 0.0311515 | val_loss: 0.0311906 | Time: 4782.86 ms [2022-04-07 04:00:05 main:574] : INFO : Epoch 2040 | loss: 0.0311516 | val_loss: 0.0311856 | Time: 4750.54 ms [2022-04-07 04:00:10 main:574] : INFO : Epoch 2041 | loss: 0.0311535 | val_loss: 0.0311983 | Time: 4777.01 ms [2022-04-07 04:00:15 main:574] : INFO : Epoch 2042 | loss: 0.0311572 | val_loss: 0.0311805 | Time: 4736.71 ms [2022-04-07 04:00:20 main:574] : INFO : Epoch 2043 | loss: 0.031155 | val_loss: 0.0311868 | Time: 4779.25 ms [2022-04-07 04:00:25 main:574] : INFO : Epoch 2044 | loss: 0.0311501 | val_loss: 0.0311855 | Time: 4774.11 ms [2022-04-07 04:00:29 main:574] : INFO : Epoch 2045 | loss: 0.0311493 | val_loss: 0.0311874 | Time: 4756.62 ms [2022-04-07 04:00:34 main:574] : INFO : Epoch 2046 | loss: 0.0311492 | val_loss: 0.0311934 | Time: 4773.35 ms [2022-04-07 04:00:39 main:574] : INFO : Epoch 2047 | loss: 0.031149 | val_loss: 0.0311844 | Time: 4760.99 ms [2022-04-07 04:00:44 main:574] : INFO : Epoch 2048 | loss: 0.0311495 | val_loss: 0.0311845 | Time: 4777.82 ms [2022-04-07 04:00:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311845 [2022-04-07 04:00:44 main:603] : INFO : Saving end state to config to file [2022-04-07 04:00:44 main:608] : INFO : Success, exiting.. 04:00:44 (13212): 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)